diff --git a/.gitmodules b/.gitmodules
index ace36122e6e..fdd48fcce01 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -186,3 +186,7 @@
 	path = contrib/cyrus-sasl
 	url = https://github.com/cyrusimap/cyrus-sasl
 	branch = cyrus-sasl-2.1
+[submodule "contrib/croaring"]
+	path = contrib/croaring
+	url = https://github.com/RoaringBitmap/CRoaring
+	branch = v0.2.66
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8e4acdc293f..09ce72d20ed 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -409,7 +409,7 @@
 
 ## ClickHouse release 20.6
 
-### ClickHouse release v20.6.3.28-stable 
+### ClickHouse release v20.6.3.28-stable
 
 #### New Feature
 
@@ -2362,7 +2362,7 @@ No changes compared to v20.4.3.16-stable.
 * `Live View` table engine refactoring. [#8519](https://github.com/ClickHouse/ClickHouse/pull/8519) ([vzakaznikov](https://github.com/vzakaznikov))
 * Add additional checks for external dictionaries created from DDL-queries. [#8127](https://github.com/ClickHouse/ClickHouse/pull/8127) ([alesapin](https://github.com/alesapin))
 * Fix error `Column ... already exists` while using `FINAL` and `SAMPLE` together, e.g. `select count() from table final sample 1/2`. Fixes [#5186](https://github.com/ClickHouse/ClickHouse/issues/5186). [#7907](https://github.com/ClickHouse/ClickHouse/pull/7907) ([Nikolai Kochetov](https://github.com/KochetovNicolai))
-* Now table the first argument of `joinGet` function can be table indentifier. [#7707](https://github.com/ClickHouse/ClickHouse/pull/7707) ([Amos Bird](https://github.com/amosbird))
+* Now table the first argument of `joinGet` function can be table identifier. [#7707](https://github.com/ClickHouse/ClickHouse/pull/7707) ([Amos Bird](https://github.com/amosbird))
 * Allow using `MaterializedView` with subqueries above `Kafka` tables. [#8197](https://github.com/ClickHouse/ClickHouse/pull/8197) ([filimonov](https://github.com/filimonov))
 * Now background moves between disks run it the seprate thread pool. [#7670](https://github.com/ClickHouse/ClickHouse/pull/7670) ([Vladimir Chebotarev](https://github.com/excitoon))
 * `SYSTEM RELOAD DICTIONARY` now executes synchronously. [#8240](https://github.com/ClickHouse/ClickHouse/pull/8240) ([Vitaly Baranov](https://github.com/vitlibar))
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 21cc74bbd2b..783a9f80b66 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -59,25 +59,6 @@ set(CMAKE_DEBUG_POSTFIX "d" CACHE STRING "Generate debug library name with a pos
 # For more info see https://cmake.org/cmake/help/latest/prop_gbl/USE_FOLDERS.html
 set_property(GLOBAL PROPERTY USE_FOLDERS ON)
 
-# cmake 3.9+ needed.
-# Usually impractical.
-# See also ${ENABLE_THINLTO}
-option(ENABLE_IPO "Full link time optimization")
-
-if(ENABLE_IPO)
-    cmake_policy(SET CMP0069 NEW)
-    include(CheckIPOSupported)
-    check_ipo_supported(RESULT IPO_SUPPORTED OUTPUT IPO_NOT_SUPPORTED)
-    if(IPO_SUPPORTED)
-        message(STATUS "IPO/LTO is supported, enabling")
-        set(CMAKE_INTERPROCEDURAL_OPTIMIZATION TRUE)
-    else()
-        message (${RECONFIGURE_MESSAGE_LEVEL} "IPO/LTO is not supported: <${IPO_NOT_SUPPORTED}>")
-    endif()
-else()
-    message(STATUS "IPO/LTO not enabled.")
-endif()
-
 # Check that submodules are present only if source was downloaded with git
 if (EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/.git" AND NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/boost/boost")
     message (FATAL_ERROR "Submodules are not initialized. Run\n\tgit submodule update --init --recursive")
diff --git a/README.md b/README.md
index 0c07021630b..03b5c988586 100644
--- a/README.md
+++ b/README.md
@@ -17,4 +17,6 @@ ClickHouse is an open-source column-oriented database management system that all
 
 ## Upcoming Events
 
-* [ClickHouse virtual office hours](https://www.eventbrite.com/e/clickhouse-october-virtual-meetup-office-hours-tickets-123129500651) on October 22, 2020.
+* [The Second ClickHouse Meetup East (online)](https://www.eventbrite.com/e/the-second-clickhouse-meetup-east-tickets-126787955187) on October 31, 2020.
+* [ClickHouse for Enterprise Meetup (online in Russian)](https://arenadata-events.timepad.ru/event/1465249/) on November 10, 2020.
+
diff --git a/base/common/StringRef.h b/base/common/StringRef.h
index 4376876c077..b51b95456cb 100644
--- a/base/common/StringRef.h
+++ b/base/common/StringRef.h
@@ -51,7 +51,7 @@ struct StringRef
 };
 
 /// Here constexpr doesn't implicate inline, see https://www.viva64.com/en/w/v1043/
-/// nullptr can't be used because the StringRef values are used in SipHash's pointer arithmetics
+/// nullptr can't be used because the StringRef values are used in SipHash's pointer arithmetic
 /// and the UBSan thinks that something like nullptr + 8 is UB.
 constexpr const inline char empty_string_ref_addr{};
 constexpr const inline StringRef EMPTY_STRING_REF{&empty_string_ref_addr, 0};
diff --git a/base/glibc-compatibility/musl/lgammal.c b/base/glibc-compatibility/musl/lgammal.c
new file mode 100644
index 00000000000..3b5d94c5051
--- /dev/null
+++ b/base/glibc-compatibility/musl/lgammal.c
@@ -0,0 +1,339 @@
+/* origin: OpenBSD /usr/src/lib/libm/src/ld80/e_lgammal.c */
+/*
+ * ====================================================
+ * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved.
+ *
+ * Developed at SunPro, a Sun Microsystems, Inc. business.
+ * Permission to use, copy, modify, and distribute this
+ * software is freely granted, provided that this notice
+ * is preserved.
+ * ====================================================
+ */
+/*
+ * Copyright (c) 2008 Stephen L. Moshier <steve@moshier.net>
+ *
+ * Permission to use, copy, modify, and distribute this software for any
+ * purpose with or without fee is hereby granted, provided that the above
+ * copyright notice and this permission notice appear in all copies.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES
+ * WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
+ * MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR
+ * ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
+ * WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
+ * ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
+ * OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
+ */
+/* lgammal(x)
+ * Reentrant version of the logarithm of the Gamma function
+ * with user provide pointer for the sign of Gamma(x).
+ *
+ * Method:
+ *   1. Argument Reduction for 0 < x <= 8
+ *      Since gamma(1+s)=s*gamma(s), for x in [0,8], we may
+ *      reduce x to a number in [1.5,2.5] by
+ *              lgamma(1+s) = log(s) + lgamma(s)
+ *      for example,
+ *              lgamma(7.3) = log(6.3) + lgamma(6.3)
+ *                          = log(6.3*5.3) + lgamma(5.3)
+ *                          = log(6.3*5.3*4.3*3.3*2.3) + lgamma(2.3)
+ *   2. Polynomial approximation of lgamma around its
+ *      minimun ymin=1.461632144968362245 to maintain monotonicity.
+ *      On [ymin-0.23, ymin+0.27] (i.e., [1.23164,1.73163]), use
+ *              Let z = x-ymin;
+ *              lgamma(x) = -1.214862905358496078218 + z^2*poly(z)
+ *   2. Rational approximation in the primary interval [2,3]
+ *      We use the following approximation:
+ *              s = x-2.0;
+ *              lgamma(x) = 0.5*s + s*P(s)/Q(s)
+ *      Our algorithms are based on the following observation
+ *
+ *                             zeta(2)-1    2    zeta(3)-1    3
+ * lgamma(2+s) = s*(1-Euler) + --------- * s  -  --------- * s  + ...
+ *                                 2                 3
+ *
+ *      where Euler = 0.5771... is the Euler constant, which is very
+ *      close to 0.5.
+ *
+ *   3. For x>=8, we have
+ *      lgamma(x)~(x-0.5)log(x)-x+0.5*log(2pi)+1/(12x)-1/(360x**3)+....
+ *      (better formula:
+ *         lgamma(x)~(x-0.5)*(log(x)-1)-.5*(log(2pi)-1) + ...)
+ *      Let z = 1/x, then we approximation
+ *              f(z) = lgamma(x) - (x-0.5)(log(x)-1)
+ *      by
+ *                                  3       5             11
+ *              w = w0 + w1*z + w2*z  + w3*z  + ... + w6*z
+ *
+ *   4. For negative x, since (G is gamma function)
+ *              -x*G(-x)*G(x) = pi/sin(pi*x),
+ *      we have
+ *              G(x) = pi/(sin(pi*x)*(-x)*G(-x))
+ *      since G(-x) is positive, sign(G(x)) = sign(sin(pi*x)) for x<0
+ *      Hence, for x<0, signgam = sign(sin(pi*x)) and
+ *              lgamma(x) = log(|Gamma(x)|)
+ *                        = log(pi/(|x*sin(pi*x)|)) - lgamma(-x);
+ *      Note: one should avoid compute pi*(-x) directly in the
+ *            computation of sin(pi*(-x)).
+ *
+ *   5. Special Cases
+ *              lgamma(2+s) ~ s*(1-Euler) for tiny s
+ *              lgamma(1)=lgamma(2)=0
+ *              lgamma(x) ~ -log(x) for tiny x
+ *              lgamma(0) = lgamma(inf) = inf
+ *              lgamma(-integer) = +-inf
+ *
+ */
+
+#include <stdint.h>
+#include <math.h>
+#include "libm.h"
+
+
+#if LDBL_MANT_DIG == 53 && LDBL_MAX_EXP == 1024
+double lgamma_r(double x, int *sg);
+
+long double lgammal_r(long double x, int *sg)
+{
+	return lgamma_r(x, sg);
+}
+#elif LDBL_MANT_DIG == 64 && LDBL_MAX_EXP == 16384
+
+static const long double pi = 3.14159265358979323846264L,
+
+/* lgam(1+x) = 0.5 x + x a(x)/b(x)
+    -0.268402099609375 <= x <= 0
+    peak relative error 6.6e-22 */
+a0 = -6.343246574721079391729402781192128239938E2L,
+a1 =  1.856560238672465796768677717168371401378E3L,
+a2 =  2.404733102163746263689288466865843408429E3L,
+a3 =  8.804188795790383497379532868917517596322E2L,
+a4 =  1.135361354097447729740103745999661157426E2L,
+a5 =  3.766956539107615557608581581190400021285E0L,
+
+b0 =  8.214973713960928795704317259806842490498E3L,
+b1 =  1.026343508841367384879065363925870888012E4L,
+b2 =  4.553337477045763320522762343132210919277E3L,
+b3 =  8.506975785032585797446253359230031874803E2L,
+b4 =  6.042447899703295436820744186992189445813E1L,
+/* b5 =  1.000000000000000000000000000000000000000E0 */
+
+
+tc =  1.4616321449683623412626595423257213284682E0L,
+tf = -1.2148629053584961146050602565082954242826E-1, /* double precision */
+/* tt = (tail of tf), i.e. tf + tt has extended precision. */
+tt = 3.3649914684731379602768989080467587736363E-18L,
+/* lgam ( 1.4616321449683623412626595423257213284682E0 ) =
+-1.2148629053584960809551455717769158215135617312999903886372437313313530E-1 */
+
+/* lgam (x + tc) = tf + tt + x g(x)/h(x)
+    -0.230003726999612341262659542325721328468 <= x
+       <= 0.2699962730003876587373404576742786715318
+     peak relative error 2.1e-21 */
+g0 = 3.645529916721223331888305293534095553827E-18L,
+g1 = 5.126654642791082497002594216163574795690E3L,
+g2 = 8.828603575854624811911631336122070070327E3L,
+g3 = 5.464186426932117031234820886525701595203E3L,
+g4 = 1.455427403530884193180776558102868592293E3L,
+g5 = 1.541735456969245924860307497029155838446E2L,
+g6 = 4.335498275274822298341872707453445815118E0L,
+
+h0 = 1.059584930106085509696730443974495979641E4L,
+h1 = 2.147921653490043010629481226937850618860E4L,
+h2 = 1.643014770044524804175197151958100656728E4L,
+h3 = 5.869021995186925517228323497501767586078E3L,
+h4 = 9.764244777714344488787381271643502742293E2L,
+h5 = 6.442485441570592541741092969581997002349E1L,
+/* h6 = 1.000000000000000000000000000000000000000E0 */
+
+
+/* lgam (x+1) = -0.5 x + x u(x)/v(x)
+    -0.100006103515625 <= x <= 0.231639862060546875
+    peak relative error 1.3e-21 */
+u0 = -8.886217500092090678492242071879342025627E1L,
+u1 =  6.840109978129177639438792958320783599310E2L,
+u2 =  2.042626104514127267855588786511809932433E3L,
+u3 =  1.911723903442667422201651063009856064275E3L,
+u4 =  7.447065275665887457628865263491667767695E2L,
+u5 =  1.132256494121790736268471016493103952637E2L,
+u6 =  4.484398885516614191003094714505960972894E0L,
+
+v0 =  1.150830924194461522996462401210374632929E3L,
+v1 =  3.399692260848747447377972081399737098610E3L,
+v2 =  3.786631705644460255229513563657226008015E3L,
+v3 =  1.966450123004478374557778781564114347876E3L,
+v4 =  4.741359068914069299837355438370682773122E2L,
+v5 =  4.508989649747184050907206782117647852364E1L,
+/* v6 =  1.000000000000000000000000000000000000000E0 */
+
+
+/* lgam (x+2) = .5 x + x s(x)/r(x)
+     0 <= x <= 1
+     peak relative error 7.2e-22 */
+s0 =  1.454726263410661942989109455292824853344E6L,
+s1 = -3.901428390086348447890408306153378922752E6L,
+s2 = -6.573568698209374121847873064292963089438E6L,
+s3 = -3.319055881485044417245964508099095984643E6L,
+s4 = -7.094891568758439227560184618114707107977E5L,
+s5 = -6.263426646464505837422314539808112478303E4L,
+s6 = -1.684926520999477529949915657519454051529E3L,
+
+r0 = -1.883978160734303518163008696712983134698E7L,
+r1 = -2.815206082812062064902202753264922306830E7L,
+r2 = -1.600245495251915899081846093343626358398E7L,
+r3 = -4.310526301881305003489257052083370058799E6L,
+r4 = -5.563807682263923279438235987186184968542E5L,
+r5 = -3.027734654434169996032905158145259713083E4L,
+r6 = -4.501995652861105629217250715790764371267E2L,
+/* r6 =  1.000000000000000000000000000000000000000E0 */
+
+
+/* lgam(x) = ( x - 0.5 ) * log(x) - x + LS2PI + 1/x w(1/x^2)
+    x >= 8
+    Peak relative error 1.51e-21
+w0 = LS2PI - 0.5 */
+w0 =  4.189385332046727417803e-1L,
+w1 =  8.333333333333331447505E-2L,
+w2 = -2.777777777750349603440E-3L,
+w3 =  7.936507795855070755671E-4L,
+w4 = -5.952345851765688514613E-4L,
+w5 =  8.412723297322498080632E-4L,
+w6 = -1.880801938119376907179E-3L,
+w7 =  4.885026142432270781165E-3L;
+
+
+long double lgammal_r(long double x, int *sg) {
+	long double t, y, z, nadj, p, p1, p2, q, r, w;
+	union ldshape u = {x};
+	uint32_t ix = (u.i.se & 0x7fffU)<<16 | u.i.m>>48;
+	int sign = u.i.se >> 15;
+	int i;
+
+	*sg = 1;
+
+	/* purge off +-inf, NaN, +-0, tiny and negative arguments */
+	if (ix >= 0x7fff0000)
+		return x * x;
+	if (ix < 0x3fc08000) {  /* |x|<2**-63, return -log(|x|) */
+		if (sign) {
+			*sg = -1;
+			x = -x;
+		}
+		return -logl(x);
+	}
+	if (sign) {
+		x = -x;
+		t = sin(pi * x);
+		if (t == 0.0)
+			return 1.0 / (x-x); /* -integer */
+		if (t > 0.0)
+			*sg = -1;
+		else
+			t = -t;
+		nadj = logl(pi / (t * x));
+	}
+
+	/* purge off 1 and 2 (so the sign is ok with downward rounding) */
+	if ((ix == 0x3fff8000 || ix == 0x40008000) && u.i.m == 0) {
+		r = 0;
+	} else if (ix < 0x40008000) {  /* x < 2.0 */
+		if (ix <= 0x3ffee666) {  /* 8.99993896484375e-1 */
+			/* lgamma(x) = lgamma(x+1) - log(x) */
+			r = -logl(x);
+			if (ix >= 0x3ffebb4a) {  /* 7.31597900390625e-1 */
+				y = x - 1.0;
+				i = 0;
+			} else if (ix >= 0x3ffced33) {  /* 2.31639862060546875e-1 */
+				y = x - (tc - 1.0);
+				i = 1;
+			} else { /* x < 0.23 */
+				y = x;
+				i = 2;
+			}
+		} else {
+			r = 0.0;
+			if (ix >= 0x3fffdda6) {  /* 1.73162841796875 */
+				/* [1.7316,2] */
+				y = x - 2.0;
+				i = 0;
+			} else if (ix >= 0x3fff9da6) {  /* 1.23162841796875 */
+				/* [1.23,1.73] */
+				y = x - tc;
+				i = 1;
+			} else {
+				/* [0.9, 1.23] */
+				y = x - 1.0;
+				i = 2;
+			}
+		}
+		switch (i) {
+		case 0:
+			p1 = a0 + y * (a1 + y * (a2 + y * (a3 + y * (a4 + y * a5))));
+			p2 = b0 + y * (b1 + y * (b2 + y * (b3 + y * (b4 + y))));
+			r += 0.5 * y + y * p1/p2;
+			break;
+		case 1:
+			p1 = g0 + y * (g1 + y * (g2 + y * (g3 + y * (g4 + y * (g5 + y * g6)))));
+			p2 = h0 + y * (h1 + y * (h2 + y * (h3 + y * (h4 + y * (h5 + y)))));
+			p = tt + y * p1/p2;
+			r += (tf + p);
+			break;
+		case 2:
+			p1 = y * (u0 + y * (u1 + y * (u2 + y * (u3 + y * (u4 + y * (u5 + y * u6))))));
+			p2 = v0 + y * (v1 + y * (v2 + y * (v3 + y * (v4 + y * (v5 + y)))));
+			r += (-0.5 * y + p1 / p2);
+		}
+	} else if (ix < 0x40028000) {  /* 8.0 */
+		/* x < 8.0 */
+		i = (int)x;
+		y = x - (double)i;
+		p = y * (s0 + y * (s1 + y * (s2 + y * (s3 + y * (s4 + y * (s5 + y * s6))))));
+		q = r0 + y * (r1 + y * (r2 + y * (r3 + y * (r4 + y * (r5 + y * (r6 + y))))));
+		r = 0.5 * y + p / q;
+		z = 1.0;
+		/* lgamma(1+s) = log(s) + lgamma(s) */
+		switch (i) {
+		case 7:
+			z *= (y + 6.0); /* FALLTHRU */
+		case 6:
+			z *= (y + 5.0); /* FALLTHRU */
+		case 5:
+			z *= (y + 4.0); /* FALLTHRU */
+		case 4:
+			z *= (y + 3.0); /* FALLTHRU */
+		case 3:
+			z *= (y + 2.0); /* FALLTHRU */
+			r += logl(z);
+			break;
+		}
+	} else if (ix < 0x40418000) {  /* 2^66 */
+		/* 8.0 <= x < 2**66 */
+		t = logl(x);
+		z = 1.0 / x;
+		y = z * z;
+		w = w0 + z * (w1 + y * (w2 + y * (w3 + y * (w4 + y * (w5 + y * (w6 + y * w7))))));
+		r = (x - 0.5) * (t - 1.0) + w;
+	} else /* 2**66 <= x <= inf */
+		r = x * (logl(x) - 1.0);
+	if (sign)
+		r = nadj - r;
+	return r;
+}
+#elif LDBL_MANT_DIG == 113 && LDBL_MAX_EXP == 16384
+// TODO: broken implementation to make things compile
+double lgamma_r(double x, int *sg);
+
+long double lgammal_r(long double x, int *sg)
+{
+	return lgamma_r(x, sg);
+}
+#endif
+
+
+int signgam_lgammal;
+
+long double lgammal(long double x)
+{
+	return lgammal_r(x, &signgam_lgammal);
+}
+
diff --git a/cmake/arch.cmake b/cmake/arch.cmake
index 57ed42295bb..9604ef62b31 100644
--- a/cmake/arch.cmake
+++ b/cmake/arch.cmake
@@ -16,8 +16,4 @@ endif ()
 
 if (CMAKE_SYSTEM_PROCESSOR MATCHES "^(ppc64le.*|PPC64LE.*)")
     set (ARCH_PPC64LE 1)
-    # FIXME: move this check into tools.cmake
-    if (COMPILER_CLANG OR (COMPILER_GCC AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 8))
-        message(FATAL_ERROR "Only gcc-8 or higher is supported for powerpc architecture")
-    endif ()
 endif ()
diff --git a/cmake/sanitize.cmake b/cmake/sanitize.cmake
index 0ccd6933dec..7a9e263778e 100644
--- a/cmake/sanitize.cmake
+++ b/cmake/sanitize.cmake
@@ -57,8 +57,8 @@ if (SANITIZE)
         endif ()
 
     elseif (SANITIZE STREQUAL "undefined")
-        set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${SAN_FLAGS} -fsanitize=undefined -fno-sanitize-recover=all -fno-sanitize=float-divide-by-zero")
-        set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${SAN_FLAGS} -fsanitize=undefined -fno-sanitize-recover=all -fno-sanitize=float-divide-by-zero")
+        set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${SAN_FLAGS} -fsanitize=undefined -fno-sanitize-recover=all -fno-sanitize=float-divide-by-zero -fsanitize-blacklist=${CMAKE_SOURCE_DIR}/tests/ubsan_suppressions.txt")
+        set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${SAN_FLAGS} -fsanitize=undefined -fno-sanitize-recover=all -fno-sanitize=float-divide-by-zero -fsanitize-blacklist=${CMAKE_SOURCE_DIR}/tests/ubsan_suppressions.txt")
         if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
             set (CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -fsanitize=undefined")
         endif()
diff --git a/cmake/tools.cmake b/cmake/tools.cmake
index 6f07cc2439c..4e9258a5cb7 100644
--- a/cmake/tools.cmake
+++ b/cmake/tools.cmake
@@ -15,6 +15,10 @@ if (COMPILER_GCC)
 elseif (COMPILER_CLANG)
     # Require minimum version of clang/apple-clang
     if (CMAKE_CXX_COMPILER_ID MATCHES "AppleClang")
+        # If you are developer you can figure out what exact versions of AppleClang are Ok,
+        # remove the following line and commit changes below.
+        message (FATAL_ERROR "AppleClang is not supported, you should install clang from brew.")
+
         # AppleClang 10.0.1 (Xcode 10.2) corresponds to LLVM/Clang upstream version 7.0.0
         # AppleClang 11.0.0 (Xcode 11.0) corresponds to LLVM/Clang upstream version 8.0.0
         set (XCODE_MINIMUM_VERSION 10.2)
@@ -80,3 +84,9 @@ if (LINKER_NAME)
 
     message(STATUS "Using custom linker by name: ${LINKER_NAME}")
 endif ()
+
+if (ARCH_PPC64LE)
+    if (COMPILER_CLANG OR (COMPILER_GCC AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 8))
+        message(FATAL_ERROR "Only gcc-8 or higher is supported for powerpc architecture")
+    endif ()
+endif ()
\ No newline at end of file
diff --git a/cmake/yandex/ya.make.versions.inc b/cmake/yandex/ya.make.versions.inc
index 3ac401cb108..6910164d0aa 100644
--- a/cmake/yandex/ya.make.versions.inc
+++ b/cmake/yandex/ya.make.versions.inc
@@ -11,11 +11,11 @@ CFLAGS (GLOBAL -DDBMS_VERSION_MAJOR=${VERSION_MAJOR})
 CFLAGS (GLOBAL -DDBMS_VERSION_MINOR=${VERSION_MINOR})
 CFLAGS (GLOBAL -DDBMS_VERSION_PATCH=${VERSION_PATCH})
 CFLAGS (GLOBAL -DVERSION_FULL=\"\\\"${VERSION_FULL}\\\"\")
-CFLAGS (GLOBAL -DVERSION_MAJOR=${VERSION_MAJOR})	
-CFLAGS (GLOBAL -DVERSION_MINOR=${VERSION_MINOR})	
+CFLAGS (GLOBAL -DVERSION_MAJOR=${VERSION_MAJOR})
+CFLAGS (GLOBAL -DVERSION_MINOR=${VERSION_MINOR})
 CFLAGS (GLOBAL -DVERSION_PATCH=${VERSION_PATCH})
 
-# TODO: not supported yet, not sure if ya.make supports arithmetics.
+# TODO: not supported yet, not sure if ya.make supports arithmetic.
 CFLAGS (GLOBAL -DVERSION_INTEGER=0)
 
 CFLAGS (GLOBAL -DVERSION_NAME=\"\\\"${VERSION_NAME}\\\"\")
diff --git a/contrib/CMakeLists.txt b/contrib/CMakeLists.txt
index 130e4b13c91..7d6b9c0e374 100644
--- a/contrib/CMakeLists.txt
+++ b/contrib/CMakeLists.txt
@@ -20,7 +20,6 @@ add_subdirectory (boost-cmake)
 add_subdirectory (cctz-cmake)
 add_subdirectory (consistent-hashing-sumbur)
 add_subdirectory (consistent-hashing)
-add_subdirectory (croaring)
 add_subdirectory (FastMemcpy)
 add_subdirectory (hyperscan-cmake)
 add_subdirectory (jemalloc-cmake)
@@ -34,6 +33,7 @@ add_subdirectory (ryu-cmake)
 add_subdirectory (unixodbc-cmake)
 
 add_subdirectory (poco-cmake)
+add_subdirectory (croaring-cmake)
 
 
 # TODO: refactor the contrib libraries below this comment.
diff --git a/contrib/croaring b/contrib/croaring
new file mode 160000
index 00000000000..5f20740ec0d
--- /dev/null
+++ b/contrib/croaring
@@ -0,0 +1 @@
+Subproject commit 5f20740ec0de5e153e8f4cb2ab91814e8b291a14
diff --git a/contrib/croaring-cmake/CMakeLists.txt b/contrib/croaring-cmake/CMakeLists.txt
new file mode 100644
index 00000000000..3189795347b
--- /dev/null
+++ b/contrib/croaring-cmake/CMakeLists.txt
@@ -0,0 +1,25 @@
+set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/croaring)
+
+set(SRCS
+    ${LIBRARY_DIR}/src/array_util.c
+    ${LIBRARY_DIR}/src/bitset_util.c
+    ${LIBRARY_DIR}/src/containers/array.c
+    ${LIBRARY_DIR}/src/containers/bitset.c
+    ${LIBRARY_DIR}/src/containers/containers.c
+    ${LIBRARY_DIR}/src/containers/convert.c
+    ${LIBRARY_DIR}/src/containers/mixed_intersection.c
+    ${LIBRARY_DIR}/src/containers/mixed_union.c
+    ${LIBRARY_DIR}/src/containers/mixed_equal.c
+    ${LIBRARY_DIR}/src/containers/mixed_subset.c
+    ${LIBRARY_DIR}/src/containers/mixed_negation.c
+    ${LIBRARY_DIR}/src/containers/mixed_xor.c
+    ${LIBRARY_DIR}/src/containers/mixed_andnot.c
+    ${LIBRARY_DIR}/src/containers/run.c
+    ${LIBRARY_DIR}/src/roaring.c
+    ${LIBRARY_DIR}/src/roaring_priority_queue.c
+    ${LIBRARY_DIR}/src/roaring_array.c)
+
+add_library(roaring ${SRCS})
+
+target_include_directories(roaring PRIVATE ${LIBRARY_DIR}/include/roaring)
+target_include_directories(roaring SYSTEM BEFORE PUBLIC ${LIBRARY_DIR}/include)
diff --git a/contrib/croaring/CMakeLists.txt b/contrib/croaring/CMakeLists.txt
deleted file mode 100644
index da19911487f..00000000000
--- a/contrib/croaring/CMakeLists.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-add_library(roaring
-    roaring.c
-    roaring/roaring.h
-    roaring/roaring.hh)
-
-target_include_directories (roaring SYSTEM PUBLIC ${CMAKE_CURRENT_SOURCE_DIR})
diff --git a/contrib/croaring/LICENSE b/contrib/croaring/LICENSE
deleted file mode 100644
index 3265476ea81..00000000000
--- a/contrib/croaring/LICENSE
+++ /dev/null
@@ -1,202 +0,0 @@
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
-
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-   1. Definitions.
-
-      "License" shall mean the terms and conditions for use, reproduction,
-      and distribution as defined by Sections 1 through 9 of this document.
-
-      "Licensor" shall mean the copyright owner or entity authorized by
-      the copyright owner that is granting the License.
-
-      "Legal Entity" shall mean the union of the acting entity and all
-      other entities that control, are controlled by, or are under common
-      control with that entity. For the purposes of this definition,
-      "control" means (i) the power, direct or indirect, to cause the
-      direction or management of such entity, whether by contract or
-      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-      outstanding shares, or (iii) beneficial ownership of such entity.
-
-      "You" (or "Your") shall mean an individual or Legal Entity
-      exercising permissions granted by this License.
-
-      "Source" form shall mean the preferred form for making modifications,
-      including but not limited to software source code, documentation
-      source, and configuration files.
-
-      "Object" form shall mean any form resulting from mechanical
-      transformation or translation of a Source form, including but
-      not limited to compiled object code, generated documentation,
-      and conversions to other media types.
-
-      "Work" shall mean the work of authorship, whether in Source or
-      Object form, made available under the License, as indicated by a
-      copyright notice that is included in or attached to the work
-      (an example is provided in the Appendix below).
-
-      "Derivative Works" shall mean any work, whether in Source or Object
-      form, that is based on (or derived from) the Work and for which the
-      editorial revisions, annotations, elaborations, or other modifications
-      represent, as a whole, an original work of authorship. For the purposes
-      of this License, Derivative Works shall not include works that remain
-      separable from, or merely link (or bind by name) to the interfaces of,
-      the Work and Derivative Works thereof.
-
-      "Contribution" shall mean any work of authorship, including
-      the original version of the Work and any modifications or additions
-      to that Work or Derivative Works thereof, that is intentionally
-      submitted to Licensor for inclusion in the Work by the copyright owner
-      or by an individual or Legal Entity authorized to submit on behalf of
-      the copyright owner. For the purposes of this definition, "submitted"
-      means any form of electronic, verbal, or written communication sent
-      to the Licensor or its representatives, including but not limited to
-      communication on electronic mailing lists, source code control systems,
-      and issue tracking systems that are managed by, or on behalf of, the
-      Licensor for the purpose of discussing and improving the Work, but
-      excluding communication that is conspicuously marked or otherwise
-      designated in writing by the copyright owner as "Not a Contribution."
-
-      "Contributor" shall mean Licensor and any individual or Legal Entity
-      on behalf of whom a Contribution has been received by Licensor and
-      subsequently incorporated within the Work.
-
-   2. Grant of Copyright License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      copyright license to reproduce, prepare Derivative Works of,
-      publicly display, publicly perform, sublicense, and distribute the
-      Work and such Derivative Works in Source or Object form.
-
-   3. Grant of Patent License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      (except as stated in this section) patent license to make, have made,
-      use, offer to sell, sell, import, and otherwise transfer the Work,
-      where such license applies only to those patent claims licensable
-      by such Contributor that are necessarily infringed by their
-      Contribution(s) alone or by combination of their Contribution(s)
-      with the Work to which such Contribution(s) was submitted. If You
-      institute patent litigation against any entity (including a
-      cross-claim or counterclaim in a lawsuit) alleging that the Work
-      or a Contribution incorporated within the Work constitutes direct
-      or contributory patent infringement, then any patent licenses
-      granted to You under this License for that Work shall terminate
-      as of the date such litigation is filed.
-
-   4. Redistribution. You may reproduce and distribute copies of the
-      Work or Derivative Works thereof in any medium, with or without
-      modifications, and in Source or Object form, provided that You
-      meet the following conditions:
-
-      (a) You must give any other recipients of the Work or
-          Derivative Works a copy of this License; and
-
-      (b) You must cause any modified files to carry prominent notices
-          stating that You changed the files; and
-
-      (c) You must retain, in the Source form of any Derivative Works
-          that You distribute, all copyright, patent, trademark, and
-          attribution notices from the Source form of the Work,
-          excluding those notices that do not pertain to any part of
-          the Derivative Works; and
-
-      (d) If the Work includes a "NOTICE" text file as part of its
-          distribution, then any Derivative Works that You distribute must
-          include a readable copy of the attribution notices contained
-          within such NOTICE file, excluding those notices that do not
-          pertain to any part of the Derivative Works, in at least one
-          of the following places: within a NOTICE text file distributed
-          as part of the Derivative Works; within the Source form or
-          documentation, if provided along with the Derivative Works; or,
-          within a display generated by the Derivative Works, if and
-          wherever such third-party notices normally appear. The contents
-          of the NOTICE file are for informational purposes only and
-          do not modify the License. You may add Your own attribution
-          notices within Derivative Works that You distribute, alongside
-          or as an addendum to the NOTICE text from the Work, provided
-          that such additional attribution notices cannot be construed
-          as modifying the License.
-
-      You may add Your own copyright statement to Your modifications and
-      may provide additional or different license terms and conditions
-      for use, reproduction, or distribution of Your modifications, or
-      for any such Derivative Works as a whole, provided Your use,
-      reproduction, and distribution of the Work otherwise complies with
-      the conditions stated in this License.
-
-   5. Submission of Contributions. Unless You explicitly state otherwise,
-      any Contribution intentionally submitted for inclusion in the Work
-      by You to the Licensor shall be under the terms and conditions of
-      this License, without any additional terms or conditions.
-      Notwithstanding the above, nothing herein shall supersede or modify
-      the terms of any separate license agreement you may have executed
-      with Licensor regarding such Contributions.
-
-   6. Trademarks. This License does not grant permission to use the trade
-      names, trademarks, service marks, or product names of the Licensor,
-      except as required for reasonable and customary use in describing the
-      origin of the Work and reproducing the content of the NOTICE file.
-
-   7. Disclaimer of Warranty. Unless required by applicable law or
-      agreed to in writing, Licensor provides the Work (and each
-      Contributor provides its Contributions) on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-      implied, including, without limitation, any warranties or conditions
-      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-      PARTICULAR PURPOSE. You are solely responsible for determining the
-      appropriateness of using or redistributing the Work and assume any
-      risks associated with Your exercise of permissions under this License.
-
-   8. Limitation of Liability. In no event and under no legal theory,
-      whether in tort (including negligence), contract, or otherwise,
-      unless required by applicable law (such as deliberate and grossly
-      negligent acts) or agreed to in writing, shall any Contributor be
-      liable to You for damages, including any direct, indirect, special,
-      incidental, or consequential damages of any character arising as a
-      result of this License or out of the use or inability to use the
-      Work (including but not limited to damages for loss of goodwill,
-      work stoppage, computer failure or malfunction, or any and all
-      other commercial damages or losses), even if such Contributor
-      has been advised of the possibility of such damages.
-
-   9. Accepting Warranty or Additional Liability. While redistributing
-      the Work or Derivative Works thereof, You may choose to offer,
-      and charge a fee for, acceptance of support, warranty, indemnity,
-      or other liability obligations and/or rights consistent with this
-      License. However, in accepting such obligations, You may act only
-      on Your own behalf and on Your sole responsibility, not on behalf
-      of any other Contributor, and only if You agree to indemnify,
-      defend, and hold each Contributor harmless for any liability
-      incurred by, or claims asserted against, such Contributor by reason
-      of your accepting any such warranty or additional liability.
-
-   END OF TERMS AND CONDITIONS
-
-   APPENDIX: How to apply the Apache License to your work.
-
-      To apply the Apache License to your work, attach the following
-      boilerplate notice, with the fields enclosed by brackets "{}"
-      replaced with your own identifying information. (Don't include
-      the brackets!)  The text should be enclosed in the appropriate
-      comment syntax for the file format. We also recommend that a
-      file or class name and description of purpose be included on the
-      same "printed page" as the copyright notice for easier
-      identification within third-party archives.
-
-   Copyright 2016 The CRoaring authors 
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-
diff --git a/contrib/croaring/README.txt b/contrib/croaring/README.txt
deleted file mode 100644
index 3daa1c43ed8..00000000000
--- a/contrib/croaring/README.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-download from https://github.com/RoaringBitmap/CRoaring/archive/v0.2.57.tar.gz
-and use ./amalgamation.sh generate
diff --git a/contrib/croaring/roaring.c b/contrib/croaring/roaring.c
deleted file mode 100644
index 6327db7ade3..00000000000
--- a/contrib/croaring/roaring.c
+++ /dev/null
@@ -1,11093 +0,0 @@
-/* auto-generated on Tue Dec 18 09:42:59 CST 2018. Do not edit! */
-#include "roaring/roaring.h"
-
-/* used for http://dmalloc.com/ Dmalloc - Debug Malloc Library */
-#ifdef DMALLOC
-#include "dmalloc.h"
-#endif
-
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/array_util.c */
-#include <assert.h>
-#include <stdbool.h>
-#include <stdint.h>
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-
-extern inline int32_t binarySearch(const uint16_t *array, int32_t lenarray,
-                                   uint16_t ikey);
-
-#ifdef USESSE4
-// used by intersect_vector16
-ALIGNED(0x1000)
-static const uint8_t shuffle_mask16[] = {
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    6,    7,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,    0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    6,    7,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    6,    7,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    6,    7,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    6,    7,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    6,    7,    0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    8,    9,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    8,    9,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    8,    9,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    8,    9,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    6,    7,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,    8,    9,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,
-    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    6,    7,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,    8,    9,    0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    6,    7,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    6,    7,    8,    9,    0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    6,    7,
-    8,    9,    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 10,   11,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    10,   11,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    6,    7,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    6,    7,    10,   11,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    6,    7,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    6,    7,    10,   11,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    6,    7,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    8,    9,    10,   11,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    8,    9,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    8,    9,    10,   11,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    8,    9,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    8,    9,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    6,    7,    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,    8,    9,    10,   11,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    6,    7,    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    6,    7,    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    6,    7,    8,    9,
-    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    6,    7,    8,    9,    10,   11,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    6,    7,    8,    9,    10,   11,
-    0xFF, 0xFF, 0xFF, 0xFF, 12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    6,    7,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    6,    7,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    6,    7,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    6,    7,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    6,    7,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 8,    9,    12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    8,    9,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    8,    9,    12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    8,    9,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    8,    9,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,
-    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    6,    7,    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    6,    7,    8,    9,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,
-    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    6,    7,    8,    9,    12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    6,    7,    8,    9,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    6,    7,    8,    9,    12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    10,   11,   12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    10,   11,   12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    6,    7,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,    10,   11,   12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    6,    7,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    6,    7,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    6,    7,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    6,    7,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    6,    7,    10,   11,   12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 8,    9,    10,   11,   12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    8,    9,
-    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    8,    9,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    8,    9,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    8,    9,
-    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    8,    9,    10,   11,   12,   13,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    8,    9,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    8,    9,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    6,    7,    8,    9,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,    8,    9,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,
-    8,    9,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    6,    7,    8,    9,    10,   11,   12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,    8,    9,    10,   11,
-    12,   13,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    6,    7,    8,    9,    10,   11,   12,   13,   0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    6,    7,    8,    9,    10,   11,   12,   13,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    6,    7,
-    8,    9,    10,   11,   12,   13,   0xFF, 0xFF, 14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    6,    7,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    6,    7,    14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    6,    7,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    6,    7,    14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    6,    7,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    8,    9,    14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    8,    9,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    8,    9,    14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    8,    9,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    8,    9,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    6,    7,    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,    8,    9,    14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    6,    7,    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    6,    7,    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    6,    7,    8,    9,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    6,    7,    8,    9,    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    6,    7,    8,    9,    14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    10,   11,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    10,   11,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    6,    7,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,
-    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    6,    7,    10,   11,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    6,    7,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    6,    7,    10,   11,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    6,    7,
-    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 8,    9,    10,   11,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    8,    9,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    8,    9,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    8,    9,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    8,    9,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    8,    9,    10,   11,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    8,    9,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    8,    9,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    8,    9,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,
-    8,    9,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    6,    7,    8,    9,    10,   11,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    6,    7,    8,    9,
-    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,
-    8,    9,    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    6,    7,    8,    9,    10,   11,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    6,    7,    8,    9,
-    10,   11,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    6,    7,    8,    9,    10,   11,   14,   15,   0xFF, 0xFF,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    12,   13,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    12,   13,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    6,    7,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,    12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    6,    7,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    6,    7,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    6,    7,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    6,    7,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    6,    7,    12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 8,    9,    12,   13,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    8,    9,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    8,    9,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    8,    9,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    8,    9,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    8,    9,    12,   13,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    8,    9,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    8,    9,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    6,    7,    8,    9,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,    8,    9,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,
-    8,    9,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    6,    7,    8,    9,    12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,    8,    9,    12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    6,    7,    8,    9,    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    6,    7,    8,    9,    12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    6,    7,
-    8,    9,    12,   13,   14,   15,   0xFF, 0xFF, 10,   11,   12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    4,    5,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    10,   11,   12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 6,    7,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    6,    7,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    6,    7,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    6,    7,    10,   11,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    6,    7,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    4,    5,    6,    7,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    4,    5,    6,    7,    10,   11,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    4,    5,    6,    7,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF,
-    8,    9,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    8,    9,    10,   11,   12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    8,    9,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    2,    3,    8,    9,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 4,    5,    8,    9,    10,   11,   12,   13,
-    14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,
-    8,    9,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF,
-    2,    3,    4,    5,    8,    9,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,    4,    5,    8,    9,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 6,    7,    8,    9,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0,    1,    6,    7,    8,    9,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 2,    3,    6,    7,    8,    9,    10,   11,
-    12,   13,   14,   15,   0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    2,    3,
-    6,    7,    8,    9,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF,
-    4,    5,    6,    7,    8,    9,    10,   11,   12,   13,   14,   15,
-    0xFF, 0xFF, 0xFF, 0xFF, 0,    1,    4,    5,    6,    7,    8,    9,
-    10,   11,   12,   13,   14,   15,   0xFF, 0xFF, 2,    3,    4,    5,
-    6,    7,    8,    9,    10,   11,   12,   13,   14,   15,   0xFF, 0xFF,
-    0,    1,    2,    3,    4,    5,    6,    7,    8,    9,    10,   11,
-    12,   13,   14,   15};
-
-/**
- * From Schlegel et al., Fast Sorted-Set Intersection using SIMD Instructions
- * Optimized by D. Lemire on May 3rd 2013
- */
-int32_t intersect_vector16(const uint16_t *__restrict__ A, size_t s_a,
-                           const uint16_t *__restrict__ B, size_t s_b,
-                           uint16_t *C) {
-    size_t count = 0;
-    size_t i_a = 0, i_b = 0;
-    const int vectorlength = sizeof(__m128i) / sizeof(uint16_t);
-    const size_t st_a = (s_a / vectorlength) * vectorlength;
-    const size_t st_b = (s_b / vectorlength) * vectorlength;
-    __m128i v_a, v_b;
-    if ((i_a < st_a) && (i_b < st_b)) {
-        v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-        v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-        while ((A[i_a] == 0) || (B[i_b] == 0)) {
-            const __m128i res_v = _mm_cmpestrm(
-                v_b, vectorlength, v_a, vectorlength,
-                _SIDD_UWORD_OPS | _SIDD_CMP_EQUAL_ANY | _SIDD_BIT_MASK);
-            const int r = _mm_extract_epi32(res_v, 0);
-            __m128i sm16 = _mm_load_si128((const __m128i *)shuffle_mask16 + r);
-            __m128i p = _mm_shuffle_epi8(v_a, sm16);
-            _mm_storeu_si128((__m128i *)&C[count], p);  // can overflow
-            count += _mm_popcnt_u32(r);
-            const uint16_t a_max = A[i_a + vectorlength - 1];
-            const uint16_t b_max = B[i_b + vectorlength - 1];
-            if (a_max <= b_max) {
-                i_a += vectorlength;
-                if (i_a == st_a) break;
-                v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-            }
-            if (b_max <= a_max) {
-                i_b += vectorlength;
-                if (i_b == st_b) break;
-                v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-            }
-        }
-        if ((i_a < st_a) && (i_b < st_b))
-            while (true) {
-                const __m128i res_v = _mm_cmpistrm(
-                    v_b, v_a,
-                    _SIDD_UWORD_OPS | _SIDD_CMP_EQUAL_ANY | _SIDD_BIT_MASK);
-                const int r = _mm_extract_epi32(res_v, 0);
-                __m128i sm16 =
-                    _mm_load_si128((const __m128i *)shuffle_mask16 + r);
-                __m128i p = _mm_shuffle_epi8(v_a, sm16);
-                _mm_storeu_si128((__m128i *)&C[count], p);  // can overflow
-                count += _mm_popcnt_u32(r);
-                const uint16_t a_max = A[i_a + vectorlength - 1];
-                const uint16_t b_max = B[i_b + vectorlength - 1];
-                if (a_max <= b_max) {
-                    i_a += vectorlength;
-                    if (i_a == st_a) break;
-                    v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-                }
-                if (b_max <= a_max) {
-                    i_b += vectorlength;
-                    if (i_b == st_b) break;
-                    v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-                }
-            }
-    }
-    // intersect the tail using scalar intersection
-    while (i_a < s_a && i_b < s_b) {
-        uint16_t a = A[i_a];
-        uint16_t b = B[i_b];
-        if (a < b) {
-            i_a++;
-        } else if (b < a) {
-            i_b++;
-        } else {
-            C[count] = a;  //==b;
-            count++;
-            i_a++;
-            i_b++;
-        }
-    }
-    return (int32_t)count;
-}
-
-int32_t intersect_vector16_cardinality(const uint16_t *__restrict__ A,
-                                       size_t s_a,
-                                       const uint16_t *__restrict__ B,
-                                       size_t s_b) {
-    size_t count = 0;
-    size_t i_a = 0, i_b = 0;
-    const int vectorlength = sizeof(__m128i) / sizeof(uint16_t);
-    const size_t st_a = (s_a / vectorlength) * vectorlength;
-    const size_t st_b = (s_b / vectorlength) * vectorlength;
-    __m128i v_a, v_b;
-    if ((i_a < st_a) && (i_b < st_b)) {
-        v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-        v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-        while ((A[i_a] == 0) || (B[i_b] == 0)) {
-            const __m128i res_v = _mm_cmpestrm(
-                v_b, vectorlength, v_a, vectorlength,
-                _SIDD_UWORD_OPS | _SIDD_CMP_EQUAL_ANY | _SIDD_BIT_MASK);
-            const int r = _mm_extract_epi32(res_v, 0);
-            count += _mm_popcnt_u32(r);
-            const uint16_t a_max = A[i_a + vectorlength - 1];
-            const uint16_t b_max = B[i_b + vectorlength - 1];
-            if (a_max <= b_max) {
-                i_a += vectorlength;
-                if (i_a == st_a) break;
-                v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-            }
-            if (b_max <= a_max) {
-                i_b += vectorlength;
-                if (i_b == st_b) break;
-                v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-            }
-        }
-        if ((i_a < st_a) && (i_b < st_b))
-            while (true) {
-                const __m128i res_v = _mm_cmpistrm(
-                    v_b, v_a,
-                    _SIDD_UWORD_OPS | _SIDD_CMP_EQUAL_ANY | _SIDD_BIT_MASK);
-                const int r = _mm_extract_epi32(res_v, 0);
-                count += _mm_popcnt_u32(r);
-                const uint16_t a_max = A[i_a + vectorlength - 1];
-                const uint16_t b_max = B[i_b + vectorlength - 1];
-                if (a_max <= b_max) {
-                    i_a += vectorlength;
-                    if (i_a == st_a) break;
-                    v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-                }
-                if (b_max <= a_max) {
-                    i_b += vectorlength;
-                    if (i_b == st_b) break;
-                    v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-                }
-            }
-    }
-    // intersect the tail using scalar intersection
-    while (i_a < s_a && i_b < s_b) {
-        uint16_t a = A[i_a];
-        uint16_t b = B[i_b];
-        if (a < b) {
-            i_a++;
-        } else if (b < a) {
-            i_b++;
-        } else {
-            count++;
-            i_a++;
-            i_b++;
-        }
-    }
-    return (int32_t)count;
-}
-
-int32_t difference_vector16(const uint16_t *__restrict__ A, size_t s_a,
-                            const uint16_t *__restrict__ B, size_t s_b,
-                            uint16_t *C) {
-    // we handle the degenerate case
-    if (s_a == 0) return 0;
-    if (s_b == 0) {
-        if (A != C) memcpy(C, A, sizeof(uint16_t) * s_a);
-        return (int32_t)s_a;
-    }
-    // handle the leading zeroes, it is messy but it allows us to use the fast
-    // _mm_cmpistrm instrinsic safely
-    int32_t count = 0;
-    if ((A[0] == 0) || (B[0] == 0)) {
-        if ((A[0] == 0) && (B[0] == 0)) {
-            A++;
-            s_a--;
-            B++;
-            s_b--;
-        } else if (A[0] == 0) {
-            C[count++] = 0;
-            A++;
-            s_a--;
-        } else {
-            B++;
-            s_b--;
-        }
-    }
-    // at this point, we have two non-empty arrays, made of non-zero
-    // increasing values.
-    size_t i_a = 0, i_b = 0;
-    const size_t vectorlength = sizeof(__m128i) / sizeof(uint16_t);
-    const size_t st_a = (s_a / vectorlength) * vectorlength;
-    const size_t st_b = (s_b / vectorlength) * vectorlength;
-    if ((i_a < st_a) && (i_b < st_b)) {  // this is the vectorized code path
-        __m128i v_a, v_b;                //, v_bmax;
-        // we load a vector from A and a vector from B
-        v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-        v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-        // we have a runningmask which indicates which values from A have been
-        // spotted in B, these don't get written out.
-        __m128i runningmask_a_found_in_b = _mm_setzero_si128();
-        /****
-        * start of the main vectorized loop
-        *****/
-        while (true) {
-            // afoundinb will contain a mask indicate for each entry in A
-            // whether it is seen
-            // in B
-            const __m128i a_found_in_b =
-                _mm_cmpistrm(v_b, v_a, _SIDD_UWORD_OPS | _SIDD_CMP_EQUAL_ANY |
-                                           _SIDD_BIT_MASK);
-            runningmask_a_found_in_b =
-                _mm_or_si128(runningmask_a_found_in_b, a_found_in_b);
-            // we always compare the last values of A and B
-            const uint16_t a_max = A[i_a + vectorlength - 1];
-            const uint16_t b_max = B[i_b + vectorlength - 1];
-            if (a_max <= b_max) {
-                // Ok. In this code path, we are ready to write our v_a
-                // because there is no need to read more from B, they will
-                // all be large values.
-                const int bitmask_belongs_to_difference =
-                    _mm_extract_epi32(runningmask_a_found_in_b, 0) ^ 0xFF;
-                /*** next few lines are probably expensive *****/
-                __m128i sm16 = _mm_load_si128((const __m128i *)shuffle_mask16 +
-                                              bitmask_belongs_to_difference);
-                __m128i p = _mm_shuffle_epi8(v_a, sm16);
-                _mm_storeu_si128((__m128i *)&C[count], p);  // can overflow
-                count += _mm_popcnt_u32(bitmask_belongs_to_difference);
-                // we advance a
-                i_a += vectorlength;
-                if (i_a == st_a)  // no more
-                    break;
-                runningmask_a_found_in_b = _mm_setzero_si128();
-                v_a = _mm_lddqu_si128((__m128i *)&A[i_a]);
-            }
-            if (b_max <= a_max) {
-                // in this code path, the current v_b has become useless
-                i_b += vectorlength;
-                if (i_b == st_b) break;
-                v_b = _mm_lddqu_si128((__m128i *)&B[i_b]);
-            }
-        }
-        // at this point, either we have i_a == st_a, which is the end of the
-        // vectorized processing,
-        // or we have i_b == st_b,  and we are not done processing the vector...
-        // so we need to finish it off.
-        if (i_a < st_a) {        // we have unfinished business...
-            uint16_t buffer[8];  // buffer to do a masked load
-            memset(buffer, 0, 8 * sizeof(uint16_t));
-            memcpy(buffer, B + i_b, (s_b - i_b) * sizeof(uint16_t));
-            v_b = _mm_lddqu_si128((__m128i *)buffer);
-            const __m128i a_found_in_b =
-                _mm_cmpistrm(v_b, v_a, _SIDD_UWORD_OPS | _SIDD_CMP_EQUAL_ANY |
-                                           _SIDD_BIT_MASK);
-            runningmask_a_found_in_b =
-                _mm_or_si128(runningmask_a_found_in_b, a_found_in_b);
-            const int bitmask_belongs_to_difference =
-                _mm_extract_epi32(runningmask_a_found_in_b, 0) ^ 0xFF;
-            __m128i sm16 = _mm_load_si128((const __m128i *)shuffle_mask16 +
-                                          bitmask_belongs_to_difference);
-            __m128i p = _mm_shuffle_epi8(v_a, sm16);
-            _mm_storeu_si128((__m128i *)&C[count], p);  // can overflow
-            count += _mm_popcnt_u32(bitmask_belongs_to_difference);
-            i_a += vectorlength;
-        }
-        // at this point we should have i_a == st_a and i_b == st_b
-    }
-    // do the tail using scalar code
-    while (i_a < s_a && i_b < s_b) {
-        uint16_t a = A[i_a];
-        uint16_t b = B[i_b];
-        if (b < a) {
-            i_b++;
-        } else if (a < b) {
-            C[count] = a;
-            count++;
-            i_a++;
-        } else {  //==
-            i_a++;
-            i_b++;
-        }
-    }
-    if (i_a < s_a) {
-        memmove(C + count, A + i_a, sizeof(uint16_t) * (s_a - i_a));
-        count += (int32_t)(s_a - i_a);
-    }
-    return count;
-}
-
-#endif  // USESSE4
-
-
-
-#ifdef USE_OLD_SKEW_INTERSECT
-// TODO: given enough experience with the new skew intersect, drop the old one from the code base.
-
-
-/* Computes the intersection between one small and one large set of uint16_t.
- * Stores the result into buffer and return the number of elements. */
-int32_t intersect_skewed_uint16(const uint16_t *small, size_t size_s,
-                                const uint16_t *large, size_t size_l,
-                                uint16_t *buffer) {
-    size_t pos = 0, idx_l = 0, idx_s = 0;
-
-    if (0 == size_s) {
-        return 0;
-    }
-
-    uint16_t val_l = large[idx_l], val_s = small[idx_s];
-
-    while (true) {
-        if (val_l < val_s) {
-            idx_l = advanceUntil(large, (int32_t)idx_l, (int32_t)size_l, val_s);
-            if (idx_l == size_l) break;
-            val_l = large[idx_l];
-        } else if (val_s < val_l) {
-            idx_s++;
-            if (idx_s == size_s) break;
-            val_s = small[idx_s];
-        } else {
-            buffer[pos++] = val_s;
-            idx_s++;
-            if (idx_s == size_s) break;
-            val_s = small[idx_s];
-            idx_l = advanceUntil(large, (int32_t)idx_l, (int32_t)size_l, val_s);
-            if (idx_l == size_l) break;
-            val_l = large[idx_l];
-        }
-    }
-
-    return (int32_t)pos;
-}
-#else // USE_OLD_SKEW_INTERSECT
-
-
-/**
-* Branchless binary search going after 4 values at once.
-* Assumes that array is sorted.
-* You have that array[*index1] >= target1, array[*index12] >= target2, ...
-* except when *index1 = n, in which case you know that all values in array are
-* smaller than target1, and so forth.
-* It has logarithmic complexity.
-*/
-static void binarySearch4(const uint16_t *array, int32_t n, uint16_t target1,
-                   uint16_t target2, uint16_t target3, uint16_t target4,
-                   int32_t *index1, int32_t *index2, int32_t *index3,
-                   int32_t *index4) {
-  const uint16_t *base1 = array;
-  const uint16_t *base2 = array;
-  const uint16_t *base3 = array;
-  const uint16_t *base4 = array;
-  if (n == 0)
-    return;
-  while (n > 1) {
-    int32_t half = n >> 1;
-    base1 = (base1[half] < target1) ? &base1[half] : base1;
-    base2 = (base2[half] < target2) ? &base2[half] : base2;
-    base3 = (base3[half] < target3) ? &base3[half] : base3;
-    base4 = (base4[half] < target4) ? &base4[half] : base4;
-    n -= half;
-  }
-  *index1 = (int32_t)((*base1 < target1) + base1 - array);
-  *index2 = (int32_t)((*base2 < target2) + base2 - array);
-  *index3 = (int32_t)((*base3 < target3) + base3 - array);
-  *index4 = (int32_t)((*base4 < target4) + base4 - array);
-}
-
-/**
-* Branchless binary search going after 2 values at once.
-* Assumes that array is sorted.
-* You have that array[*index1] >= target1, array[*index12] >= target2.
-* except when *index1 = n, in which case you know that all values in array are
-* smaller than target1, and so forth.
-* It has logarithmic complexity.
-*/
-static void binarySearch2(const uint16_t *array, int32_t n, uint16_t target1,
-                   uint16_t target2, int32_t *index1, int32_t *index2) {
-  const uint16_t *base1 = array;
-  const uint16_t *base2 = array;
-  if (n == 0)
-    return;
-  while (n > 1) {
-    int32_t half = n >> 1;
-    base1 = (base1[half] < target1) ? &base1[half] : base1;
-    base2 = (base2[half] < target2) ? &base2[half] : base2;
-    n -= half;
-  }
-  *index1 = (int32_t)((*base1 < target1) + base1 - array);
-  *index2 = (int32_t)((*base2 < target2) + base2 - array);
-}
-
-/* Computes the intersection between one small and one large set of uint16_t.
- * Stores the result into buffer and return the number of elements.
- * Processes the small set in blocks of 4 values calling binarySearch4
- * and binarySearch2. This approach can be slightly superior to a conventional
- * galloping search in some instances.
- */
-int32_t intersect_skewed_uint16(const uint16_t *small, size_t size_s,
-                                         const uint16_t *large, size_t size_l,
-                                         uint16_t *buffer) {
-  size_t pos = 0, idx_l = 0, idx_s = 0;
-
-  if (0 == size_s) {
-    return 0;
-  }
-  int32_t index1 = 0, index2 = 0, index3 = 0, index4 = 0;
-  while ((idx_s + 4 <= size_s) && (idx_l < size_l)) {
-    uint16_t target1 = small[idx_s];
-    uint16_t target2 = small[idx_s + 1];
-    uint16_t target3 = small[idx_s + 2];
-    uint16_t target4 = small[idx_s + 3];
-    binarySearch4(large + idx_l, (int32_t)(size_l - idx_l), target1, target2, target3,
-                  target4, &index1, &index2, &index3, &index4);
-    if ((index1 + idx_l < size_l) && (large[idx_l + index1] == target1)) {
-      buffer[pos++] = target1;
-    }
-    if ((index2 + idx_l < size_l) && (large[idx_l + index2] == target2)) {
-      buffer[pos++] = target2;
-    }
-    if ((index3 + idx_l < size_l) && (large[idx_l + index3] == target3)) {
-      buffer[pos++] = target3;
-    }
-    if ((index4 + idx_l < size_l) && (large[idx_l + index4] == target4)) {
-      buffer[pos++] = target4;
-    }
-    idx_s += 4;
-    idx_l += index1;
-  }
-  if ((idx_s + 2 <= size_s) && (idx_l < size_l)) {
-    uint16_t target1 = small[idx_s];
-    uint16_t target2 = small[idx_s + 1];
-    binarySearch2(large + idx_l, (int32_t)(size_l - idx_l), target1, target2, &index1,
-                  &index2);
-    if ((index1 + idx_l < size_l) && (large[idx_l + index1] == target1)) {
-      buffer[pos++] = target1;
-    }
-    if ((index2 + idx_l < size_l) && (large[idx_l + index2] == target2)) {
-      buffer[pos++] = target2;
-    }
-    idx_s += 2;
-    idx_l += index1;
-  }
-  if ((idx_s < size_s) && (idx_l < size_l)) {
-    uint16_t val_s = small[idx_s];
-    int32_t index = binarySearch(large + idx_l, (int32_t)(size_l - idx_l), val_s);
-    if (index >= 0)
-      buffer[pos++] = val_s;
-  }
-  return (int32_t)pos;
-}
-
-
-#endif //USE_OLD_SKEW_INTERSECT
-
-
-// TODO: this could be accelerated, possibly, by using binarySearch4 as above.
-int32_t intersect_skewed_uint16_cardinality(const uint16_t *small,
-                                            size_t size_s,
-                                            const uint16_t *large,
-                                            size_t size_l) {
-    size_t pos = 0, idx_l = 0, idx_s = 0;
-
-    if (0 == size_s) {
-        return 0;
-    }
-
-    uint16_t val_l = large[idx_l], val_s = small[idx_s];
-
-    while (true) {
-        if (val_l < val_s) {
-            idx_l = advanceUntil(large, (int32_t)idx_l, (int32_t)size_l, val_s);
-            if (idx_l == size_l) break;
-            val_l = large[idx_l];
-        } else if (val_s < val_l) {
-            idx_s++;
-            if (idx_s == size_s) break;
-            val_s = small[idx_s];
-        } else {
-            pos++;
-            idx_s++;
-            if (idx_s == size_s) break;
-            val_s = small[idx_s];
-            idx_l = advanceUntil(large, (int32_t)idx_l, (int32_t)size_l, val_s);
-            if (idx_l == size_l) break;
-            val_l = large[idx_l];
-        }
-    }
-
-    return (int32_t)pos;
-}
-
-bool intersect_skewed_uint16_nonempty(const uint16_t *small, size_t size_s,
-                                const uint16_t *large, size_t size_l) {
-    size_t idx_l = 0, idx_s = 0;
-
-    if (0 == size_s) {
-        return false;
-    }
-
-    uint16_t val_l = large[idx_l], val_s = small[idx_s];
-
-    while (true) {
-        if (val_l < val_s) {
-            idx_l = advanceUntil(large, (int32_t)idx_l, (int32_t)size_l, val_s);
-            if (idx_l == size_l) break;
-            val_l = large[idx_l];
-        } else if (val_s < val_l) {
-            idx_s++;
-            if (idx_s == size_s) break;
-            val_s = small[idx_s];
-        } else {
-            return true;
-        }
-    }
-
-    return false;
-}
-
-/**
- * Generic intersection function.
- */
-int32_t intersect_uint16(const uint16_t *A, const size_t lenA,
-                         const uint16_t *B, const size_t lenB, uint16_t *out) {
-    const uint16_t *initout = out;
-    if (lenA == 0 || lenB == 0) return 0;
-    const uint16_t *endA = A + lenA;
-    const uint16_t *endB = B + lenB;
-
-    while (1) {
-        while (*A < *B) {
-        SKIP_FIRST_COMPARE:
-            if (++A == endA) return (int32_t)(out - initout);
-        }
-        while (*A > *B) {
-            if (++B == endB) return (int32_t)(out - initout);
-        }
-        if (*A == *B) {
-            *out++ = *A;
-            if (++A == endA || ++B == endB) return (int32_t)(out - initout);
-        } else {
-            goto SKIP_FIRST_COMPARE;
-        }
-    }
-    return (int32_t)(out - initout);  // NOTREACHED
-}
-
-int32_t intersect_uint16_cardinality(const uint16_t *A, const size_t lenA,
-                                     const uint16_t *B, const size_t lenB) {
-    int32_t answer = 0;
-    if (lenA == 0 || lenB == 0) return 0;
-    const uint16_t *endA = A + lenA;
-    const uint16_t *endB = B + lenB;
-
-    while (1) {
-        while (*A < *B) {
-        SKIP_FIRST_COMPARE:
-            if (++A == endA) return answer;
-        }
-        while (*A > *B) {
-            if (++B == endB) return answer;
-        }
-        if (*A == *B) {
-            ++answer;
-            if (++A == endA || ++B == endB) return answer;
-        } else {
-            goto SKIP_FIRST_COMPARE;
-        }
-    }
-    return answer;  // NOTREACHED
-}
-
-
-bool intersect_uint16_nonempty(const uint16_t *A, const size_t lenA,
-                         const uint16_t *B, const size_t lenB) {
-    if (lenA == 0 || lenB == 0) return 0;
-    const uint16_t *endA = A + lenA;
-    const uint16_t *endB = B + lenB;
-
-    while (1) {
-        while (*A < *B) {
-        SKIP_FIRST_COMPARE:
-            if (++A == endA) return false;
-        }
-        while (*A > *B) {
-            if (++B == endB) return false;
-        }
-        if (*A == *B) {
-            return true;
-        } else {
-            goto SKIP_FIRST_COMPARE;
-        }
-    }
-    return false;  // NOTREACHED
-}
-
-
-
-/**
- * Generic intersection function.
- */
-size_t intersection_uint32(const uint32_t *A, const size_t lenA,
-                           const uint32_t *B, const size_t lenB,
-                           uint32_t *out) {
-    const uint32_t *initout = out;
-    if (lenA == 0 || lenB == 0) return 0;
-    const uint32_t *endA = A + lenA;
-    const uint32_t *endB = B + lenB;
-
-    while (1) {
-        while (*A < *B) {
-        SKIP_FIRST_COMPARE:
-            if (++A == endA) return (out - initout);
-        }
-        while (*A > *B) {
-            if (++B == endB) return (out - initout);
-        }
-        if (*A == *B) {
-            *out++ = *A;
-            if (++A == endA || ++B == endB) return (out - initout);
-        } else {
-            goto SKIP_FIRST_COMPARE;
-        }
-    }
-    return (out - initout);  // NOTREACHED
-}
-
-size_t intersection_uint32_card(const uint32_t *A, const size_t lenA,
-                                const uint32_t *B, const size_t lenB) {
-    if (lenA == 0 || lenB == 0) return 0;
-    size_t card = 0;
-    const uint32_t *endA = A + lenA;
-    const uint32_t *endB = B + lenB;
-
-    while (1) {
-        while (*A < *B) {
-        SKIP_FIRST_COMPARE:
-            if (++A == endA) return card;
-        }
-        while (*A > *B) {
-            if (++B == endB) return card;
-        }
-        if (*A == *B) {
-            card++;
-            if (++A == endA || ++B == endB) return card;
-        } else {
-            goto SKIP_FIRST_COMPARE;
-        }
-    }
-    return card;  // NOTREACHED
-}
-
-// can one vectorize the computation of the union? (Update: Yes! See
-// union_vector16).
-
-size_t union_uint16(const uint16_t *set_1, size_t size_1, const uint16_t *set_2,
-                    size_t size_2, uint16_t *buffer) {
-    size_t pos = 0, idx_1 = 0, idx_2 = 0;
-
-    if (0 == size_2) {
-        memmove(buffer, set_1, size_1 * sizeof(uint16_t));
-        return size_1;
-    }
-    if (0 == size_1) {
-        memmove(buffer, set_2, size_2 * sizeof(uint16_t));
-        return size_2;
-    }
-
-    uint16_t val_1 = set_1[idx_1], val_2 = set_2[idx_2];
-
-    while (true) {
-        if (val_1 < val_2) {
-            buffer[pos++] = val_1;
-            ++idx_1;
-            if (idx_1 >= size_1) break;
-            val_1 = set_1[idx_1];
-        } else if (val_2 < val_1) {
-            buffer[pos++] = val_2;
-            ++idx_2;
-            if (idx_2 >= size_2) break;
-            val_2 = set_2[idx_2];
-        } else {
-            buffer[pos++] = val_1;
-            ++idx_1;
-            ++idx_2;
-            if (idx_1 >= size_1 || idx_2 >= size_2) break;
-            val_1 = set_1[idx_1];
-            val_2 = set_2[idx_2];
-        }
-    }
-
-    if (idx_1 < size_1) {
-        const size_t n_elems = size_1 - idx_1;
-        memmove(buffer + pos, set_1 + idx_1, n_elems * sizeof(uint16_t));
-        pos += n_elems;
-    } else if (idx_2 < size_2) {
-        const size_t n_elems = size_2 - idx_2;
-        memmove(buffer + pos, set_2 + idx_2, n_elems * sizeof(uint16_t));
-        pos += n_elems;
-    }
-
-    return pos;
-}
-
-int difference_uint16(const uint16_t *a1, int length1, const uint16_t *a2,
-                      int length2, uint16_t *a_out) {
-    int out_card = 0;
-    int k1 = 0, k2 = 0;
-    if (length1 == 0) return 0;
-    if (length2 == 0) {
-        if (a1 != a_out) memcpy(a_out, a1, sizeof(uint16_t) * length1);
-        return length1;
-    }
-    uint16_t s1 = a1[k1];
-    uint16_t s2 = a2[k2];
-    while (true) {
-        if (s1 < s2) {
-            a_out[out_card++] = s1;
-            ++k1;
-            if (k1 >= length1) {
-                break;
-            }
-            s1 = a1[k1];
-        } else if (s1 == s2) {
-            ++k1;
-            ++k2;
-            if (k1 >= length1) {
-                break;
-            }
-            if (k2 >= length2) {
-                memmove(a_out + out_card, a1 + k1,
-                        sizeof(uint16_t) * (length1 - k1));
-                return out_card + length1 - k1;
-            }
-            s1 = a1[k1];
-            s2 = a2[k2];
-        } else {  // if (val1>val2)
-            ++k2;
-            if (k2 >= length2) {
-                memmove(a_out + out_card, a1 + k1,
-                        sizeof(uint16_t) * (length1 - k1));
-                return out_card + length1 - k1;
-            }
-            s2 = a2[k2];
-        }
-    }
-    return out_card;
-}
-
-int32_t xor_uint16(const uint16_t *array_1, int32_t card_1,
-                   const uint16_t *array_2, int32_t card_2, uint16_t *out) {
-    int32_t pos1 = 0, pos2 = 0, pos_out = 0;
-    while (pos1 < card_1 && pos2 < card_2) {
-        const uint16_t v1 = array_1[pos1];
-        const uint16_t v2 = array_2[pos2];
-        if (v1 == v2) {
-            ++pos1;
-            ++pos2;
-            continue;
-        }
-        if (v1 < v2) {
-            out[pos_out++] = v1;
-            ++pos1;
-        } else {
-            out[pos_out++] = v2;
-            ++pos2;
-        }
-    }
-    if (pos1 < card_1) {
-        const size_t n_elems = card_1 - pos1;
-        memcpy(out + pos_out, array_1 + pos1, n_elems * sizeof(uint16_t));
-        pos_out += (int32_t)n_elems;
-    } else if (pos2 < card_2) {
-        const size_t n_elems = card_2 - pos2;
-        memcpy(out + pos_out, array_2 + pos2, n_elems * sizeof(uint16_t));
-        pos_out += (int32_t)n_elems;
-    }
-    return pos_out;
-}
-
-#ifdef USESSE4
-
-/***
- * start of the SIMD 16-bit union code
- *
- */
-
-// Assuming that vInput1 and vInput2 are sorted, produces a sorted output going
-// from vecMin all the way to vecMax
-// developed originally for merge sort using SIMD instructions.
-// Standard merge. See, e.g., Inoue and Taura, SIMD- and Cache-Friendly
-// Algorithm for Sorting an Array of Structures
-static inline void sse_merge(const __m128i *vInput1,
-                             const __m128i *vInput2,              // input 1 & 2
-                             __m128i *vecMin, __m128i *vecMax) {  // output
-    __m128i vecTmp;
-    vecTmp = _mm_min_epu16(*vInput1, *vInput2);
-    *vecMax = _mm_max_epu16(*vInput1, *vInput2);
-    vecTmp = _mm_alignr_epi8(vecTmp, vecTmp, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    vecTmp = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    vecTmp = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    vecTmp = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    vecTmp = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    vecTmp = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    vecTmp = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-    *vecMin = _mm_min_epu16(vecTmp, *vecMax);
-    *vecMax = _mm_max_epu16(vecTmp, *vecMax);
-    *vecMin = _mm_alignr_epi8(*vecMin, *vecMin, 2);
-}
-
-// used by store_unique, generated by simdunion.py
-static uint8_t uniqshuf[] = {
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,
-    0xc,  0xd,  0xe,  0xf,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,
-    0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0x8,  0x9,
-    0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,
-    0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x8,  0x9,
-    0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x8,  0x9,
-    0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,
-    0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0xa,  0xb,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0xa,  0xb,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0xa,  0xb,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0xa,  0xb,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xa,  0xb,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,
-    0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,
-    0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x8,  0x9,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x8,  0x9,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x8,  0x9,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x6,  0x7,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x6,  0x7,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x6,  0x7,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0xc,  0xd,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0xc,  0xd,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xc,  0xd,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,
-    0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0x8,  0x9,
-    0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x8,  0x9,  0xa,  0xb,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x8,  0x9,
-    0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x8,  0x9,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0xa,  0xb,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,
-    0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,  0xa,  0xb,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,
-    0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x6,  0x7,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0xa,  0xb,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0xa,  0xb,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xa,  0xb,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x6,  0x7,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0x8,  0x9,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,
-    0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x6,  0x7,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x8,  0x9,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x8,  0x9,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x8,  0x9,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x8,  0x9,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x6,  0x7,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x6,  0x7,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x6,  0x7,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0xe,  0xf,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0xe,  0xf,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xe,  0xf,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,
-    0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,
-    0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,
-    0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x8,  0x9,
-    0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x8,  0x9,  0xa,  0xb,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x8,  0x9,  0xa,  0xb,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xa,  0xb,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0xa,  0xb,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,
-    0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0xa,  0xb,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0xa,  0xb,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0xa,  0xb,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xa,  0xb,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,
-    0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,  0x8,  0x9,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0x8,  0x9,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x8,  0x9,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x8,  0x9,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x8,  0x9,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x6,  0x7,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,  0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x6,  0x7,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0xc,  0xd,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0xc,  0xd,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xc,  0xd,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,
-    0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0x8,  0x9,
-    0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,
-    0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x8,  0x9,  0xa,  0xb,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x8,  0x9,
-    0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x8,  0x9,
-    0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x8,  0x9,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,
-    0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x6,  0x7,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,  0xa,  0xb,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x6,  0x7,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x6,  0x7,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,  0xa,  0xb,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0xa,  0xb,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0xa,  0xb,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0xa,  0xb,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0xa,  0xb,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xa,  0xb,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0x6,  0x7,  0x8,  0x9,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x6,  0x7,
-    0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,  0x8,  0x9,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x6,  0x7,
-    0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x6,  0x7,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x8,  0x9,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,
-    0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x4,  0x5,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x8,  0x9,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x8,  0x9,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x4,  0x5,  0x6,  0x7,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,
-    0x6,  0x7,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x4,  0x5,  0x6,  0x7,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,  0x6,  0x7,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0x6,  0x7,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x6,  0x7,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x6,  0x7,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x2,  0x3,
-    0x4,  0x5,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x2,  0x3,  0x4,  0x5,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0x4,  0x5,  0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x4,  0x5,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0x0,  0x1,  0x2,  0x3,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0x2,  0x3,  0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0x0,  0x1,  0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF, 0xFF,
-    0xFF, 0xFF, 0xFF, 0xFF};
-
-// write vector new, while omitting repeated values assuming that previously
-// written vector was "old"
-static inline int store_unique(__m128i old, __m128i newval, uint16_t *output) {
-    __m128i vecTmp = _mm_alignr_epi8(newval, old, 16 - 2);
-    // lots of high latency instructions follow (optimize?)
-    int M = _mm_movemask_epi8(
-        _mm_packs_epi16(_mm_cmpeq_epi16(vecTmp, newval), _mm_setzero_si128()));
-    int numberofnewvalues = 8 - _mm_popcnt_u32(M);
-    __m128i key = _mm_lddqu_si128((const __m128i *)uniqshuf + M);
-    __m128i val = _mm_shuffle_epi8(newval, key);
-    _mm_storeu_si128((__m128i *)output, val);
-    return numberofnewvalues;
-}
-
-// working in-place, this function overwrites the repeated values
-// could be avoided?
-static inline uint32_t unique(uint16_t *out, uint32_t len) {
-    uint32_t pos = 1;
-    for (uint32_t i = 1; i < len; ++i) {
-        if (out[i] != out[i - 1]) {
-            out[pos++] = out[i];
-        }
-    }
-    return pos;
-}
-
-// use with qsort, could be avoided
-static int uint16_compare(const void *a, const void *b) {
-    return (*(uint16_t *)a - *(uint16_t *)b);
-}
-
-// a one-pass SSE union algorithm
-uint32_t union_vector16(const uint16_t *__restrict__ array1, uint32_t length1,
-                        const uint16_t *__restrict__ array2, uint32_t length2,
-                        uint16_t *__restrict__ output) {
-    if ((length1 < 8) || (length2 < 8)) {
-        return (uint32_t)union_uint16(array1, length1, array2, length2, output);
-    }
-    __m128i vA, vB, V, vecMin, vecMax;
-    __m128i laststore;
-    uint16_t *initoutput = output;
-    uint32_t len1 = length1 / 8;
-    uint32_t len2 = length2 / 8;
-    uint32_t pos1 = 0;
-    uint32_t pos2 = 0;
-    // we start the machine
-    vA = _mm_lddqu_si128((const __m128i *)array1 + pos1);
-    pos1++;
-    vB = _mm_lddqu_si128((const __m128i *)array2 + pos2);
-    pos2++;
-    sse_merge(&vA, &vB, &vecMin, &vecMax);
-    laststore = _mm_set1_epi16(-1);
-    output += store_unique(laststore, vecMin, output);
-    laststore = vecMin;
-    if ((pos1 < len1) && (pos2 < len2)) {
-        uint16_t curA, curB;
-        curA = array1[8 * pos1];
-        curB = array2[8 * pos2];
-        while (true) {
-            if (curA <= curB) {
-                V = _mm_lddqu_si128((const __m128i *)array1 + pos1);
-                pos1++;
-                if (pos1 < len1) {
-                    curA = array1[8 * pos1];
-                } else {
-                    break;
-                }
-            } else {
-                V = _mm_lddqu_si128((const __m128i *)array2 + pos2);
-                pos2++;
-                if (pos2 < len2) {
-                    curB = array2[8 * pos2];
-                } else {
-                    break;
-                }
-            }
-            sse_merge(&V, &vecMax, &vecMin, &vecMax);
-            output += store_unique(laststore, vecMin, output);
-            laststore = vecMin;
-        }
-        sse_merge(&V, &vecMax, &vecMin, &vecMax);
-        output += store_unique(laststore, vecMin, output);
-        laststore = vecMin;
-    }
-    // we finish the rest off using a scalar algorithm
-    // could be improved?
-    //
-    // copy the small end on a tmp buffer
-    uint32_t len = (uint32_t)(output - initoutput);
-    uint16_t buffer[16];
-    uint32_t leftoversize = store_unique(laststore, vecMax, buffer);
-    if (pos1 == len1) {
-        memcpy(buffer + leftoversize, array1 + 8 * pos1,
-               (length1 - 8 * len1) * sizeof(uint16_t));
-        leftoversize += length1 - 8 * len1;
-        qsort(buffer, leftoversize, sizeof(uint16_t), uint16_compare);
-
-        leftoversize = unique(buffer, leftoversize);
-        len += (uint32_t)union_uint16(buffer, leftoversize, array2 + 8 * pos2,
-                                      length2 - 8 * pos2, output);
-    } else {
-        memcpy(buffer + leftoversize, array2 + 8 * pos2,
-               (length2 - 8 * len2) * sizeof(uint16_t));
-        leftoversize += length2 - 8 * len2;
-        qsort(buffer, leftoversize, sizeof(uint16_t), uint16_compare);
-        leftoversize = unique(buffer, leftoversize);
-        len += (uint32_t)union_uint16(buffer, leftoversize, array1 + 8 * pos1,
-                                      length1 - 8 * pos1, output);
-    }
-    return len;
-}
-
-/**
- * End of the SIMD 16-bit union code
- *
- */
-
-/**
- * Start of SIMD 16-bit XOR code
- */
-
-// write vector new, while omitting repeated values assuming that previously
-// written vector was "old"
-static inline int store_unique_xor(__m128i old, __m128i newval,
-                                   uint16_t *output) {
-    __m128i vecTmp1 = _mm_alignr_epi8(newval, old, 16 - 4);
-    __m128i vecTmp2 = _mm_alignr_epi8(newval, old, 16 - 2);
-    __m128i equalleft = _mm_cmpeq_epi16(vecTmp2, vecTmp1);
-    __m128i equalright = _mm_cmpeq_epi16(vecTmp2, newval);
-    __m128i equalleftoright = _mm_or_si128(equalleft, equalright);
-    int M = _mm_movemask_epi8(
-        _mm_packs_epi16(equalleftoright, _mm_setzero_si128()));
-    int numberofnewvalues = 8 - _mm_popcnt_u32(M);
-    __m128i key = _mm_lddqu_si128((const __m128i *)uniqshuf + M);
-    __m128i val = _mm_shuffle_epi8(vecTmp2, key);
-    _mm_storeu_si128((__m128i *)output, val);
-    return numberofnewvalues;
-}
-
-// working in-place, this function overwrites the repeated values
-// could be avoided? Warning: assumes len > 0
-static inline uint32_t unique_xor(uint16_t *out, uint32_t len) {
-    uint32_t pos = 1;
-    for (uint32_t i = 1; i < len; ++i) {
-        if (out[i] != out[i - 1]) {
-            out[pos++] = out[i];
-        } else
-            pos--;  // if it is identical to previous, delete it
-    }
-    return pos;
-}
-
-// a one-pass SSE xor algorithm
-uint32_t xor_vector16(const uint16_t *__restrict__ array1, uint32_t length1,
-                      const uint16_t *__restrict__ array2, uint32_t length2,
-                      uint16_t *__restrict__ output) {
-    if ((length1 < 8) || (length2 < 8)) {
-        return xor_uint16(array1, length1, array2, length2, output);
-    }
-    __m128i vA, vB, V, vecMin, vecMax;
-    __m128i laststore;
-    uint16_t *initoutput = output;
-    uint32_t len1 = length1 / 8;
-    uint32_t len2 = length2 / 8;
-    uint32_t pos1 = 0;
-    uint32_t pos2 = 0;
-    // we start the machine
-    vA = _mm_lddqu_si128((const __m128i *)array1 + pos1);
-    pos1++;
-    vB = _mm_lddqu_si128((const __m128i *)array2 + pos2);
-    pos2++;
-    sse_merge(&vA, &vB, &vecMin, &vecMax);
-    laststore = _mm_set1_epi16(-1);
-    uint16_t buffer[17];
-    output += store_unique_xor(laststore, vecMin, output);
-
-    laststore = vecMin;
-    if ((pos1 < len1) && (pos2 < len2)) {
-        uint16_t curA, curB;
-        curA = array1[8 * pos1];
-        curB = array2[8 * pos2];
-        while (true) {
-            if (curA <= curB) {
-                V = _mm_lddqu_si128((const __m128i *)array1 + pos1);
-                pos1++;
-                if (pos1 < len1) {
-                    curA = array1[8 * pos1];
-                } else {
-                    break;
-                }
-            } else {
-                V = _mm_lddqu_si128((const __m128i *)array2 + pos2);
-                pos2++;
-                if (pos2 < len2) {
-                    curB = array2[8 * pos2];
-                } else {
-                    break;
-                }
-            }
-            sse_merge(&V, &vecMax, &vecMin, &vecMax);
-            // conditionally stores the last value of laststore as well as all
-            // but the
-            // last value of vecMin
-            output += store_unique_xor(laststore, vecMin, output);
-            laststore = vecMin;
-        }
-        sse_merge(&V, &vecMax, &vecMin, &vecMax);
-        // conditionally stores the last value of laststore as well as all but
-        // the
-        // last value of vecMin
-        output += store_unique_xor(laststore, vecMin, output);
-        laststore = vecMin;
-    }
-    uint32_t len = (uint32_t)(output - initoutput);
-
-    // we finish the rest off using a scalar algorithm
-    // could be improved?
-    // conditionally stores the last value of laststore as well as all but the
-    // last value of vecMax,
-    // we store to "buffer"
-    int leftoversize = store_unique_xor(laststore, vecMax, buffer);
-    uint16_t vec7 = _mm_extract_epi16(vecMax, 7);
-    uint16_t vec6 = _mm_extract_epi16(vecMax, 6);
-    if (vec7 != vec6) buffer[leftoversize++] = vec7;
-    if (pos1 == len1) {
-        memcpy(buffer + leftoversize, array1 + 8 * pos1,
-               (length1 - 8 * len1) * sizeof(uint16_t));
-        leftoversize += length1 - 8 * len1;
-        if (leftoversize == 0) {  // trivial case
-            memcpy(output, array2 + 8 * pos2,
-                   (length2 - 8 * pos2) * sizeof(uint16_t));
-            len += (length2 - 8 * pos2);
-        } else {
-            qsort(buffer, leftoversize, sizeof(uint16_t), uint16_compare);
-            leftoversize = unique_xor(buffer, leftoversize);
-            len += xor_uint16(buffer, leftoversize, array2 + 8 * pos2,
-                              length2 - 8 * pos2, output);
-        }
-    } else {
-        memcpy(buffer + leftoversize, array2 + 8 * pos2,
-               (length2 - 8 * len2) * sizeof(uint16_t));
-        leftoversize += length2 - 8 * len2;
-        if (leftoversize == 0) {  // trivial case
-            memcpy(output, array1 + 8 * pos1,
-                   (length1 - 8 * pos1) * sizeof(uint16_t));
-            len += (length1 - 8 * pos1);
-        } else {
-            qsort(buffer, leftoversize, sizeof(uint16_t), uint16_compare);
-            leftoversize = unique_xor(buffer, leftoversize);
-            len += xor_uint16(buffer, leftoversize, array1 + 8 * pos1,
-                              length1 - 8 * pos1, output);
-        }
-    }
-    return len;
-}
-
-/**
- * End of SIMD 16-bit XOR code
- */
-
-#endif  // USESSE4
-
-size_t union_uint32(const uint32_t *set_1, size_t size_1, const uint32_t *set_2,
-                    size_t size_2, uint32_t *buffer) {
-    size_t pos = 0, idx_1 = 0, idx_2 = 0;
-
-    if (0 == size_2) {
-        memmove(buffer, set_1, size_1 * sizeof(uint32_t));
-        return size_1;
-    }
-    if (0 == size_1) {
-        memmove(buffer, set_2, size_2 * sizeof(uint32_t));
-        return size_2;
-    }
-
-    uint32_t val_1 = set_1[idx_1], val_2 = set_2[idx_2];
-
-    while (true) {
-        if (val_1 < val_2) {
-            buffer[pos++] = val_1;
-            ++idx_1;
-            if (idx_1 >= size_1) break;
-            val_1 = set_1[idx_1];
-        } else if (val_2 < val_1) {
-            buffer[pos++] = val_2;
-            ++idx_2;
-            if (idx_2 >= size_2) break;
-            val_2 = set_2[idx_2];
-        } else {
-            buffer[pos++] = val_1;
-            ++idx_1;
-            ++idx_2;
-            if (idx_1 >= size_1 || idx_2 >= size_2) break;
-            val_1 = set_1[idx_1];
-            val_2 = set_2[idx_2];
-        }
-    }
-
-    if (idx_1 < size_1) {
-        const size_t n_elems = size_1 - idx_1;
-        memmove(buffer + pos, set_1 + idx_1, n_elems * sizeof(uint32_t));
-        pos += n_elems;
-    } else if (idx_2 < size_2) {
-        const size_t n_elems = size_2 - idx_2;
-        memmove(buffer + pos, set_2 + idx_2, n_elems * sizeof(uint32_t));
-        pos += n_elems;
-    }
-
-    return pos;
-}
-
-size_t union_uint32_card(const uint32_t *set_1, size_t size_1,
-                         const uint32_t *set_2, size_t size_2) {
-    size_t pos = 0, idx_1 = 0, idx_2 = 0;
-
-    if (0 == size_2) {
-        return size_1;
-    }
-    if (0 == size_1) {
-        return size_2;
-    }
-
-    uint32_t val_1 = set_1[idx_1], val_2 = set_2[idx_2];
-
-    while (true) {
-        if (val_1 < val_2) {
-            ++idx_1;
-            ++pos;
-            if (idx_1 >= size_1) break;
-            val_1 = set_1[idx_1];
-        } else if (val_2 < val_1) {
-            ++idx_2;
-            ++pos;
-            if (idx_2 >= size_2) break;
-            val_2 = set_2[idx_2];
-        } else {
-            ++idx_1;
-            ++idx_2;
-            ++pos;
-            if (idx_1 >= size_1 || idx_2 >= size_2) break;
-            val_1 = set_1[idx_1];
-            val_2 = set_2[idx_2];
-        }
-    }
-
-    if (idx_1 < size_1) {
-        const size_t n_elems = size_1 - idx_1;
-        pos += n_elems;
-    } else if (idx_2 < size_2) {
-        const size_t n_elems = size_2 - idx_2;
-        pos += n_elems;
-    }
-    return pos;
-}
-
-
-
-size_t fast_union_uint16(const uint16_t *set_1, size_t size_1, const uint16_t *set_2,
-                    size_t size_2, uint16_t *buffer) {
-#ifdef ROARING_VECTOR_OPERATIONS_ENABLED
-    // compute union with smallest array first
-    if (size_1 < size_2) {
-        return union_vector16(set_1, (uint32_t)size_1,
-                                          set_2, (uint32_t)size_2, buffer);
-    } else {
-        return union_vector16(set_2, (uint32_t)size_2,
-                                          set_1, (uint32_t)size_1, buffer);
-    }
-#else
-    // compute union with smallest array first
-    if (size_1 < size_2) {
-        return union_uint16(
-            set_1, size_1, set_2, size_2, buffer);
-    } else {
-        return union_uint16(
-            set_2, size_2, set_1, size_1, buffer);
-    }
-#endif
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/array_util.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/bitset_util.c */
-#include <assert.h>
-#include <stdint.h>
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-
-
-#ifdef IS_X64
-static uint8_t lengthTable[256] = {
-    0, 1, 1, 2, 1, 2, 2, 3, 1, 2, 2, 3, 2, 3, 3, 4, 1, 2, 2, 3, 2, 3, 3, 4,
-    2, 3, 3, 4, 3, 4, 4, 5, 1, 2, 2, 3, 2, 3, 3, 4, 2, 3, 3, 4, 3, 4, 4, 5,
-    2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, 1, 2, 2, 3, 2, 3, 3, 4,
-    2, 3, 3, 4, 3, 4, 4, 5, 2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6,
-    2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, 3, 4, 4, 5, 4, 5, 5, 6,
-    4, 5, 5, 6, 5, 6, 6, 7, 1, 2, 2, 3, 2, 3, 3, 4, 2, 3, 3, 4, 3, 4, 4, 5,
-    2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, 2, 3, 3, 4, 3, 4, 4, 5,
-    3, 4, 4, 5, 4, 5, 5, 6, 3, 4, 4, 5, 4, 5, 5, 6, 4, 5, 5, 6, 5, 6, 6, 7,
-    2, 3, 3, 4, 3, 4, 4, 5, 3, 4, 4, 5, 4, 5, 5, 6, 3, 4, 4, 5, 4, 5, 5, 6,
-    4, 5, 5, 6, 5, 6, 6, 7, 3, 4, 4, 5, 4, 5, 5, 6, 4, 5, 5, 6, 5, 6, 6, 7,
-    4, 5, 5, 6, 5, 6, 6, 7, 5, 6, 6, 7, 6, 7, 7, 8};
-#endif
-
-#ifdef USEAVX
-ALIGNED(32)
-static uint32_t vecDecodeTable[256][8] = {
-    {0, 0, 0, 0, 0, 0, 0, 0}, /* 0x00 (00000000) */
-    {1, 0, 0, 0, 0, 0, 0, 0}, /* 0x01 (00000001) */
-    {2, 0, 0, 0, 0, 0, 0, 0}, /* 0x02 (00000010) */
-    {1, 2, 0, 0, 0, 0, 0, 0}, /* 0x03 (00000011) */
-    {3, 0, 0, 0, 0, 0, 0, 0}, /* 0x04 (00000100) */
-    {1, 3, 0, 0, 0, 0, 0, 0}, /* 0x05 (00000101) */
-    {2, 3, 0, 0, 0, 0, 0, 0}, /* 0x06 (00000110) */
-    {1, 2, 3, 0, 0, 0, 0, 0}, /* 0x07 (00000111) */
-    {4, 0, 0, 0, 0, 0, 0, 0}, /* 0x08 (00001000) */
-    {1, 4, 0, 0, 0, 0, 0, 0}, /* 0x09 (00001001) */
-    {2, 4, 0, 0, 0, 0, 0, 0}, /* 0x0A (00001010) */
-    {1, 2, 4, 0, 0, 0, 0, 0}, /* 0x0B (00001011) */
-    {3, 4, 0, 0, 0, 0, 0, 0}, /* 0x0C (00001100) */
-    {1, 3, 4, 0, 0, 0, 0, 0}, /* 0x0D (00001101) */
-    {2, 3, 4, 0, 0, 0, 0, 0}, /* 0x0E (00001110) */
-    {1, 2, 3, 4, 0, 0, 0, 0}, /* 0x0F (00001111) */
-    {5, 0, 0, 0, 0, 0, 0, 0}, /* 0x10 (00010000) */
-    {1, 5, 0, 0, 0, 0, 0, 0}, /* 0x11 (00010001) */
-    {2, 5, 0, 0, 0, 0, 0, 0}, /* 0x12 (00010010) */
-    {1, 2, 5, 0, 0, 0, 0, 0}, /* 0x13 (00010011) */
-    {3, 5, 0, 0, 0, 0, 0, 0}, /* 0x14 (00010100) */
-    {1, 3, 5, 0, 0, 0, 0, 0}, /* 0x15 (00010101) */
-    {2, 3, 5, 0, 0, 0, 0, 0}, /* 0x16 (00010110) */
-    {1, 2, 3, 5, 0, 0, 0, 0}, /* 0x17 (00010111) */
-    {4, 5, 0, 0, 0, 0, 0, 0}, /* 0x18 (00011000) */
-    {1, 4, 5, 0, 0, 0, 0, 0}, /* 0x19 (00011001) */
-    {2, 4, 5, 0, 0, 0, 0, 0}, /* 0x1A (00011010) */
-    {1, 2, 4, 5, 0, 0, 0, 0}, /* 0x1B (00011011) */
-    {3, 4, 5, 0, 0, 0, 0, 0}, /* 0x1C (00011100) */
-    {1, 3, 4, 5, 0, 0, 0, 0}, /* 0x1D (00011101) */
-    {2, 3, 4, 5, 0, 0, 0, 0}, /* 0x1E (00011110) */
-    {1, 2, 3, 4, 5, 0, 0, 0}, /* 0x1F (00011111) */
-    {6, 0, 0, 0, 0, 0, 0, 0}, /* 0x20 (00100000) */
-    {1, 6, 0, 0, 0, 0, 0, 0}, /* 0x21 (00100001) */
-    {2, 6, 0, 0, 0, 0, 0, 0}, /* 0x22 (00100010) */
-    {1, 2, 6, 0, 0, 0, 0, 0}, /* 0x23 (00100011) */
-    {3, 6, 0, 0, 0, 0, 0, 0}, /* 0x24 (00100100) */
-    {1, 3, 6, 0, 0, 0, 0, 0}, /* 0x25 (00100101) */
-    {2, 3, 6, 0, 0, 0, 0, 0}, /* 0x26 (00100110) */
-    {1, 2, 3, 6, 0, 0, 0, 0}, /* 0x27 (00100111) */
-    {4, 6, 0, 0, 0, 0, 0, 0}, /* 0x28 (00101000) */
-    {1, 4, 6, 0, 0, 0, 0, 0}, /* 0x29 (00101001) */
-    {2, 4, 6, 0, 0, 0, 0, 0}, /* 0x2A (00101010) */
-    {1, 2, 4, 6, 0, 0, 0, 0}, /* 0x2B (00101011) */
-    {3, 4, 6, 0, 0, 0, 0, 0}, /* 0x2C (00101100) */
-    {1, 3, 4, 6, 0, 0, 0, 0}, /* 0x2D (00101101) */
-    {2, 3, 4, 6, 0, 0, 0, 0}, /* 0x2E (00101110) */
-    {1, 2, 3, 4, 6, 0, 0, 0}, /* 0x2F (00101111) */
-    {5, 6, 0, 0, 0, 0, 0, 0}, /* 0x30 (00110000) */
-    {1, 5, 6, 0, 0, 0, 0, 0}, /* 0x31 (00110001) */
-    {2, 5, 6, 0, 0, 0, 0, 0}, /* 0x32 (00110010) */
-    {1, 2, 5, 6, 0, 0, 0, 0}, /* 0x33 (00110011) */
-    {3, 5, 6, 0, 0, 0, 0, 0}, /* 0x34 (00110100) */
-    {1, 3, 5, 6, 0, 0, 0, 0}, /* 0x35 (00110101) */
-    {2, 3, 5, 6, 0, 0, 0, 0}, /* 0x36 (00110110) */
-    {1, 2, 3, 5, 6, 0, 0, 0}, /* 0x37 (00110111) */
-    {4, 5, 6, 0, 0, 0, 0, 0}, /* 0x38 (00111000) */
-    {1, 4, 5, 6, 0, 0, 0, 0}, /* 0x39 (00111001) */
-    {2, 4, 5, 6, 0, 0, 0, 0}, /* 0x3A (00111010) */
-    {1, 2, 4, 5, 6, 0, 0, 0}, /* 0x3B (00111011) */
-    {3, 4, 5, 6, 0, 0, 0, 0}, /* 0x3C (00111100) */
-    {1, 3, 4, 5, 6, 0, 0, 0}, /* 0x3D (00111101) */
-    {2, 3, 4, 5, 6, 0, 0, 0}, /* 0x3E (00111110) */
-    {1, 2, 3, 4, 5, 6, 0, 0}, /* 0x3F (00111111) */
-    {7, 0, 0, 0, 0, 0, 0, 0}, /* 0x40 (01000000) */
-    {1, 7, 0, 0, 0, 0, 0, 0}, /* 0x41 (01000001) */
-    {2, 7, 0, 0, 0, 0, 0, 0}, /* 0x42 (01000010) */
-    {1, 2, 7, 0, 0, 0, 0, 0}, /* 0x43 (01000011) */
-    {3, 7, 0, 0, 0, 0, 0, 0}, /* 0x44 (01000100) */
-    {1, 3, 7, 0, 0, 0, 0, 0}, /* 0x45 (01000101) */
-    {2, 3, 7, 0, 0, 0, 0, 0}, /* 0x46 (01000110) */
-    {1, 2, 3, 7, 0, 0, 0, 0}, /* 0x47 (01000111) */
-    {4, 7, 0, 0, 0, 0, 0, 0}, /* 0x48 (01001000) */
-    {1, 4, 7, 0, 0, 0, 0, 0}, /* 0x49 (01001001) */
-    {2, 4, 7, 0, 0, 0, 0, 0}, /* 0x4A (01001010) */
-    {1, 2, 4, 7, 0, 0, 0, 0}, /* 0x4B (01001011) */
-    {3, 4, 7, 0, 0, 0, 0, 0}, /* 0x4C (01001100) */
-    {1, 3, 4, 7, 0, 0, 0, 0}, /* 0x4D (01001101) */
-    {2, 3, 4, 7, 0, 0, 0, 0}, /* 0x4E (01001110) */
-    {1, 2, 3, 4, 7, 0, 0, 0}, /* 0x4F (01001111) */
-    {5, 7, 0, 0, 0, 0, 0, 0}, /* 0x50 (01010000) */
-    {1, 5, 7, 0, 0, 0, 0, 0}, /* 0x51 (01010001) */
-    {2, 5, 7, 0, 0, 0, 0, 0}, /* 0x52 (01010010) */
-    {1, 2, 5, 7, 0, 0, 0, 0}, /* 0x53 (01010011) */
-    {3, 5, 7, 0, 0, 0, 0, 0}, /* 0x54 (01010100) */
-    {1, 3, 5, 7, 0, 0, 0, 0}, /* 0x55 (01010101) */
-    {2, 3, 5, 7, 0, 0, 0, 0}, /* 0x56 (01010110) */
-    {1, 2, 3, 5, 7, 0, 0, 0}, /* 0x57 (01010111) */
-    {4, 5, 7, 0, 0, 0, 0, 0}, /* 0x58 (01011000) */
-    {1, 4, 5, 7, 0, 0, 0, 0}, /* 0x59 (01011001) */
-    {2, 4, 5, 7, 0, 0, 0, 0}, /* 0x5A (01011010) */
-    {1, 2, 4, 5, 7, 0, 0, 0}, /* 0x5B (01011011) */
-    {3, 4, 5, 7, 0, 0, 0, 0}, /* 0x5C (01011100) */
-    {1, 3, 4, 5, 7, 0, 0, 0}, /* 0x5D (01011101) */
-    {2, 3, 4, 5, 7, 0, 0, 0}, /* 0x5E (01011110) */
-    {1, 2, 3, 4, 5, 7, 0, 0}, /* 0x5F (01011111) */
-    {6, 7, 0, 0, 0, 0, 0, 0}, /* 0x60 (01100000) */
-    {1, 6, 7, 0, 0, 0, 0, 0}, /* 0x61 (01100001) */
-    {2, 6, 7, 0, 0, 0, 0, 0}, /* 0x62 (01100010) */
-    {1, 2, 6, 7, 0, 0, 0, 0}, /* 0x63 (01100011) */
-    {3, 6, 7, 0, 0, 0, 0, 0}, /* 0x64 (01100100) */
-    {1, 3, 6, 7, 0, 0, 0, 0}, /* 0x65 (01100101) */
-    {2, 3, 6, 7, 0, 0, 0, 0}, /* 0x66 (01100110) */
-    {1, 2, 3, 6, 7, 0, 0, 0}, /* 0x67 (01100111) */
-    {4, 6, 7, 0, 0, 0, 0, 0}, /* 0x68 (01101000) */
-    {1, 4, 6, 7, 0, 0, 0, 0}, /* 0x69 (01101001) */
-    {2, 4, 6, 7, 0, 0, 0, 0}, /* 0x6A (01101010) */
-    {1, 2, 4, 6, 7, 0, 0, 0}, /* 0x6B (01101011) */
-    {3, 4, 6, 7, 0, 0, 0, 0}, /* 0x6C (01101100) */
-    {1, 3, 4, 6, 7, 0, 0, 0}, /* 0x6D (01101101) */
-    {2, 3, 4, 6, 7, 0, 0, 0}, /* 0x6E (01101110) */
-    {1, 2, 3, 4, 6, 7, 0, 0}, /* 0x6F (01101111) */
-    {5, 6, 7, 0, 0, 0, 0, 0}, /* 0x70 (01110000) */
-    {1, 5, 6, 7, 0, 0, 0, 0}, /* 0x71 (01110001) */
-    {2, 5, 6, 7, 0, 0, 0, 0}, /* 0x72 (01110010) */
-    {1, 2, 5, 6, 7, 0, 0, 0}, /* 0x73 (01110011) */
-    {3, 5, 6, 7, 0, 0, 0, 0}, /* 0x74 (01110100) */
-    {1, 3, 5, 6, 7, 0, 0, 0}, /* 0x75 (01110101) */
-    {2, 3, 5, 6, 7, 0, 0, 0}, /* 0x76 (01110110) */
-    {1, 2, 3, 5, 6, 7, 0, 0}, /* 0x77 (01110111) */
-    {4, 5, 6, 7, 0, 0, 0, 0}, /* 0x78 (01111000) */
-    {1, 4, 5, 6, 7, 0, 0, 0}, /* 0x79 (01111001) */
-    {2, 4, 5, 6, 7, 0, 0, 0}, /* 0x7A (01111010) */
-    {1, 2, 4, 5, 6, 7, 0, 0}, /* 0x7B (01111011) */
-    {3, 4, 5, 6, 7, 0, 0, 0}, /* 0x7C (01111100) */
-    {1, 3, 4, 5, 6, 7, 0, 0}, /* 0x7D (01111101) */
-    {2, 3, 4, 5, 6, 7, 0, 0}, /* 0x7E (01111110) */
-    {1, 2, 3, 4, 5, 6, 7, 0}, /* 0x7F (01111111) */
-    {8, 0, 0, 0, 0, 0, 0, 0}, /* 0x80 (10000000) */
-    {1, 8, 0, 0, 0, 0, 0, 0}, /* 0x81 (10000001) */
-    {2, 8, 0, 0, 0, 0, 0, 0}, /* 0x82 (10000010) */
-    {1, 2, 8, 0, 0, 0, 0, 0}, /* 0x83 (10000011) */
-    {3, 8, 0, 0, 0, 0, 0, 0}, /* 0x84 (10000100) */
-    {1, 3, 8, 0, 0, 0, 0, 0}, /* 0x85 (10000101) */
-    {2, 3, 8, 0, 0, 0, 0, 0}, /* 0x86 (10000110) */
-    {1, 2, 3, 8, 0, 0, 0, 0}, /* 0x87 (10000111) */
-    {4, 8, 0, 0, 0, 0, 0, 0}, /* 0x88 (10001000) */
-    {1, 4, 8, 0, 0, 0, 0, 0}, /* 0x89 (10001001) */
-    {2, 4, 8, 0, 0, 0, 0, 0}, /* 0x8A (10001010) */
-    {1, 2, 4, 8, 0, 0, 0, 0}, /* 0x8B (10001011) */
-    {3, 4, 8, 0, 0, 0, 0, 0}, /* 0x8C (10001100) */
-    {1, 3, 4, 8, 0, 0, 0, 0}, /* 0x8D (10001101) */
-    {2, 3, 4, 8, 0, 0, 0, 0}, /* 0x8E (10001110) */
-    {1, 2, 3, 4, 8, 0, 0, 0}, /* 0x8F (10001111) */
-    {5, 8, 0, 0, 0, 0, 0, 0}, /* 0x90 (10010000) */
-    {1, 5, 8, 0, 0, 0, 0, 0}, /* 0x91 (10010001) */
-    {2, 5, 8, 0, 0, 0, 0, 0}, /* 0x92 (10010010) */
-    {1, 2, 5, 8, 0, 0, 0, 0}, /* 0x93 (10010011) */
-    {3, 5, 8, 0, 0, 0, 0, 0}, /* 0x94 (10010100) */
-    {1, 3, 5, 8, 0, 0, 0, 0}, /* 0x95 (10010101) */
-    {2, 3, 5, 8, 0, 0, 0, 0}, /* 0x96 (10010110) */
-    {1, 2, 3, 5, 8, 0, 0, 0}, /* 0x97 (10010111) */
-    {4, 5, 8, 0, 0, 0, 0, 0}, /* 0x98 (10011000) */
-    {1, 4, 5, 8, 0, 0, 0, 0}, /* 0x99 (10011001) */
-    {2, 4, 5, 8, 0, 0, 0, 0}, /* 0x9A (10011010) */
-    {1, 2, 4, 5, 8, 0, 0, 0}, /* 0x9B (10011011) */
-    {3, 4, 5, 8, 0, 0, 0, 0}, /* 0x9C (10011100) */
-    {1, 3, 4, 5, 8, 0, 0, 0}, /* 0x9D (10011101) */
-    {2, 3, 4, 5, 8, 0, 0, 0}, /* 0x9E (10011110) */
-    {1, 2, 3, 4, 5, 8, 0, 0}, /* 0x9F (10011111) */
-    {6, 8, 0, 0, 0, 0, 0, 0}, /* 0xA0 (10100000) */
-    {1, 6, 8, 0, 0, 0, 0, 0}, /* 0xA1 (10100001) */
-    {2, 6, 8, 0, 0, 0, 0, 0}, /* 0xA2 (10100010) */
-    {1, 2, 6, 8, 0, 0, 0, 0}, /* 0xA3 (10100011) */
-    {3, 6, 8, 0, 0, 0, 0, 0}, /* 0xA4 (10100100) */
-    {1, 3, 6, 8, 0, 0, 0, 0}, /* 0xA5 (10100101) */
-    {2, 3, 6, 8, 0, 0, 0, 0}, /* 0xA6 (10100110) */
-    {1, 2, 3, 6, 8, 0, 0, 0}, /* 0xA7 (10100111) */
-    {4, 6, 8, 0, 0, 0, 0, 0}, /* 0xA8 (10101000) */
-    {1, 4, 6, 8, 0, 0, 0, 0}, /* 0xA9 (10101001) */
-    {2, 4, 6, 8, 0, 0, 0, 0}, /* 0xAA (10101010) */
-    {1, 2, 4, 6, 8, 0, 0, 0}, /* 0xAB (10101011) */
-    {3, 4, 6, 8, 0, 0, 0, 0}, /* 0xAC (10101100) */
-    {1, 3, 4, 6, 8, 0, 0, 0}, /* 0xAD (10101101) */
-    {2, 3, 4, 6, 8, 0, 0, 0}, /* 0xAE (10101110) */
-    {1, 2, 3, 4, 6, 8, 0, 0}, /* 0xAF (10101111) */
-    {5, 6, 8, 0, 0, 0, 0, 0}, /* 0xB0 (10110000) */
-    {1, 5, 6, 8, 0, 0, 0, 0}, /* 0xB1 (10110001) */
-    {2, 5, 6, 8, 0, 0, 0, 0}, /* 0xB2 (10110010) */
-    {1, 2, 5, 6, 8, 0, 0, 0}, /* 0xB3 (10110011) */
-    {3, 5, 6, 8, 0, 0, 0, 0}, /* 0xB4 (10110100) */
-    {1, 3, 5, 6, 8, 0, 0, 0}, /* 0xB5 (10110101) */
-    {2, 3, 5, 6, 8, 0, 0, 0}, /* 0xB6 (10110110) */
-    {1, 2, 3, 5, 6, 8, 0, 0}, /* 0xB7 (10110111) */
-    {4, 5, 6, 8, 0, 0, 0, 0}, /* 0xB8 (10111000) */
-    {1, 4, 5, 6, 8, 0, 0, 0}, /* 0xB9 (10111001) */
-    {2, 4, 5, 6, 8, 0, 0, 0}, /* 0xBA (10111010) */
-    {1, 2, 4, 5, 6, 8, 0, 0}, /* 0xBB (10111011) */
-    {3, 4, 5, 6, 8, 0, 0, 0}, /* 0xBC (10111100) */
-    {1, 3, 4, 5, 6, 8, 0, 0}, /* 0xBD (10111101) */
-    {2, 3, 4, 5, 6, 8, 0, 0}, /* 0xBE (10111110) */
-    {1, 2, 3, 4, 5, 6, 8, 0}, /* 0xBF (10111111) */
-    {7, 8, 0, 0, 0, 0, 0, 0}, /* 0xC0 (11000000) */
-    {1, 7, 8, 0, 0, 0, 0, 0}, /* 0xC1 (11000001) */
-    {2, 7, 8, 0, 0, 0, 0, 0}, /* 0xC2 (11000010) */
-    {1, 2, 7, 8, 0, 0, 0, 0}, /* 0xC3 (11000011) */
-    {3, 7, 8, 0, 0, 0, 0, 0}, /* 0xC4 (11000100) */
-    {1, 3, 7, 8, 0, 0, 0, 0}, /* 0xC5 (11000101) */
-    {2, 3, 7, 8, 0, 0, 0, 0}, /* 0xC6 (11000110) */
-    {1, 2, 3, 7, 8, 0, 0, 0}, /* 0xC7 (11000111) */
-    {4, 7, 8, 0, 0, 0, 0, 0}, /* 0xC8 (11001000) */
-    {1, 4, 7, 8, 0, 0, 0, 0}, /* 0xC9 (11001001) */
-    {2, 4, 7, 8, 0, 0, 0, 0}, /* 0xCA (11001010) */
-    {1, 2, 4, 7, 8, 0, 0, 0}, /* 0xCB (11001011) */
-    {3, 4, 7, 8, 0, 0, 0, 0}, /* 0xCC (11001100) */
-    {1, 3, 4, 7, 8, 0, 0, 0}, /* 0xCD (11001101) */
-    {2, 3, 4, 7, 8, 0, 0, 0}, /* 0xCE (11001110) */
-    {1, 2, 3, 4, 7, 8, 0, 0}, /* 0xCF (11001111) */
-    {5, 7, 8, 0, 0, 0, 0, 0}, /* 0xD0 (11010000) */
-    {1, 5, 7, 8, 0, 0, 0, 0}, /* 0xD1 (11010001) */
-    {2, 5, 7, 8, 0, 0, 0, 0}, /* 0xD2 (11010010) */
-    {1, 2, 5, 7, 8, 0, 0, 0}, /* 0xD3 (11010011) */
-    {3, 5, 7, 8, 0, 0, 0, 0}, /* 0xD4 (11010100) */
-    {1, 3, 5, 7, 8, 0, 0, 0}, /* 0xD5 (11010101) */
-    {2, 3, 5, 7, 8, 0, 0, 0}, /* 0xD6 (11010110) */
-    {1, 2, 3, 5, 7, 8, 0, 0}, /* 0xD7 (11010111) */
-    {4, 5, 7, 8, 0, 0, 0, 0}, /* 0xD8 (11011000) */
-    {1, 4, 5, 7, 8, 0, 0, 0}, /* 0xD9 (11011001) */
-    {2, 4, 5, 7, 8, 0, 0, 0}, /* 0xDA (11011010) */
-    {1, 2, 4, 5, 7, 8, 0, 0}, /* 0xDB (11011011) */
-    {3, 4, 5, 7, 8, 0, 0, 0}, /* 0xDC (11011100) */
-    {1, 3, 4, 5, 7, 8, 0, 0}, /* 0xDD (11011101) */
-    {2, 3, 4, 5, 7, 8, 0, 0}, /* 0xDE (11011110) */
-    {1, 2, 3, 4, 5, 7, 8, 0}, /* 0xDF (11011111) */
-    {6, 7, 8, 0, 0, 0, 0, 0}, /* 0xE0 (11100000) */
-    {1, 6, 7, 8, 0, 0, 0, 0}, /* 0xE1 (11100001) */
-    {2, 6, 7, 8, 0, 0, 0, 0}, /* 0xE2 (11100010) */
-    {1, 2, 6, 7, 8, 0, 0, 0}, /* 0xE3 (11100011) */
-    {3, 6, 7, 8, 0, 0, 0, 0}, /* 0xE4 (11100100) */
-    {1, 3, 6, 7, 8, 0, 0, 0}, /* 0xE5 (11100101) */
-    {2, 3, 6, 7, 8, 0, 0, 0}, /* 0xE6 (11100110) */
-    {1, 2, 3, 6, 7, 8, 0, 0}, /* 0xE7 (11100111) */
-    {4, 6, 7, 8, 0, 0, 0, 0}, /* 0xE8 (11101000) */
-    {1, 4, 6, 7, 8, 0, 0, 0}, /* 0xE9 (11101001) */
-    {2, 4, 6, 7, 8, 0, 0, 0}, /* 0xEA (11101010) */
-    {1, 2, 4, 6, 7, 8, 0, 0}, /* 0xEB (11101011) */
-    {3, 4, 6, 7, 8, 0, 0, 0}, /* 0xEC (11101100) */
-    {1, 3, 4, 6, 7, 8, 0, 0}, /* 0xED (11101101) */
-    {2, 3, 4, 6, 7, 8, 0, 0}, /* 0xEE (11101110) */
-    {1, 2, 3, 4, 6, 7, 8, 0}, /* 0xEF (11101111) */
-    {5, 6, 7, 8, 0, 0, 0, 0}, /* 0xF0 (11110000) */
-    {1, 5, 6, 7, 8, 0, 0, 0}, /* 0xF1 (11110001) */
-    {2, 5, 6, 7, 8, 0, 0, 0}, /* 0xF2 (11110010) */
-    {1, 2, 5, 6, 7, 8, 0, 0}, /* 0xF3 (11110011) */
-    {3, 5, 6, 7, 8, 0, 0, 0}, /* 0xF4 (11110100) */
-    {1, 3, 5, 6, 7, 8, 0, 0}, /* 0xF5 (11110101) */
-    {2, 3, 5, 6, 7, 8, 0, 0}, /* 0xF6 (11110110) */
-    {1, 2, 3, 5, 6, 7, 8, 0}, /* 0xF7 (11110111) */
-    {4, 5, 6, 7, 8, 0, 0, 0}, /* 0xF8 (11111000) */
-    {1, 4, 5, 6, 7, 8, 0, 0}, /* 0xF9 (11111001) */
-    {2, 4, 5, 6, 7, 8, 0, 0}, /* 0xFA (11111010) */
-    {1, 2, 4, 5, 6, 7, 8, 0}, /* 0xFB (11111011) */
-    {3, 4, 5, 6, 7, 8, 0, 0}, /* 0xFC (11111100) */
-    {1, 3, 4, 5, 6, 7, 8, 0}, /* 0xFD (11111101) */
-    {2, 3, 4, 5, 6, 7, 8, 0}, /* 0xFE (11111110) */
-    {1, 2, 3, 4, 5, 6, 7, 8}  /* 0xFF (11111111) */
-};
-
-#endif  // #ifdef USEAVX
-
-#ifdef IS_X64
-// same as vecDecodeTable but in 16 bits
-ALIGNED(32)
-static uint16_t vecDecodeTable_uint16[256][8] = {
-    {0, 0, 0, 0, 0, 0, 0, 0}, /* 0x00 (00000000) */
-    {1, 0, 0, 0, 0, 0, 0, 0}, /* 0x01 (00000001) */
-    {2, 0, 0, 0, 0, 0, 0, 0}, /* 0x02 (00000010) */
-    {1, 2, 0, 0, 0, 0, 0, 0}, /* 0x03 (00000011) */
-    {3, 0, 0, 0, 0, 0, 0, 0}, /* 0x04 (00000100) */
-    {1, 3, 0, 0, 0, 0, 0, 0}, /* 0x05 (00000101) */
-    {2, 3, 0, 0, 0, 0, 0, 0}, /* 0x06 (00000110) */
-    {1, 2, 3, 0, 0, 0, 0, 0}, /* 0x07 (00000111) */
-    {4, 0, 0, 0, 0, 0, 0, 0}, /* 0x08 (00001000) */
-    {1, 4, 0, 0, 0, 0, 0, 0}, /* 0x09 (00001001) */
-    {2, 4, 0, 0, 0, 0, 0, 0}, /* 0x0A (00001010) */
-    {1, 2, 4, 0, 0, 0, 0, 0}, /* 0x0B (00001011) */
-    {3, 4, 0, 0, 0, 0, 0, 0}, /* 0x0C (00001100) */
-    {1, 3, 4, 0, 0, 0, 0, 0}, /* 0x0D (00001101) */
-    {2, 3, 4, 0, 0, 0, 0, 0}, /* 0x0E (00001110) */
-    {1, 2, 3, 4, 0, 0, 0, 0}, /* 0x0F (00001111) */
-    {5, 0, 0, 0, 0, 0, 0, 0}, /* 0x10 (00010000) */
-    {1, 5, 0, 0, 0, 0, 0, 0}, /* 0x11 (00010001) */
-    {2, 5, 0, 0, 0, 0, 0, 0}, /* 0x12 (00010010) */
-    {1, 2, 5, 0, 0, 0, 0, 0}, /* 0x13 (00010011) */
-    {3, 5, 0, 0, 0, 0, 0, 0}, /* 0x14 (00010100) */
-    {1, 3, 5, 0, 0, 0, 0, 0}, /* 0x15 (00010101) */
-    {2, 3, 5, 0, 0, 0, 0, 0}, /* 0x16 (00010110) */
-    {1, 2, 3, 5, 0, 0, 0, 0}, /* 0x17 (00010111) */
-    {4, 5, 0, 0, 0, 0, 0, 0}, /* 0x18 (00011000) */
-    {1, 4, 5, 0, 0, 0, 0, 0}, /* 0x19 (00011001) */
-    {2, 4, 5, 0, 0, 0, 0, 0}, /* 0x1A (00011010) */
-    {1, 2, 4, 5, 0, 0, 0, 0}, /* 0x1B (00011011) */
-    {3, 4, 5, 0, 0, 0, 0, 0}, /* 0x1C (00011100) */
-    {1, 3, 4, 5, 0, 0, 0, 0}, /* 0x1D (00011101) */
-    {2, 3, 4, 5, 0, 0, 0, 0}, /* 0x1E (00011110) */
-    {1, 2, 3, 4, 5, 0, 0, 0}, /* 0x1F (00011111) */
-    {6, 0, 0, 0, 0, 0, 0, 0}, /* 0x20 (00100000) */
-    {1, 6, 0, 0, 0, 0, 0, 0}, /* 0x21 (00100001) */
-    {2, 6, 0, 0, 0, 0, 0, 0}, /* 0x22 (00100010) */
-    {1, 2, 6, 0, 0, 0, 0, 0}, /* 0x23 (00100011) */
-    {3, 6, 0, 0, 0, 0, 0, 0}, /* 0x24 (00100100) */
-    {1, 3, 6, 0, 0, 0, 0, 0}, /* 0x25 (00100101) */
-    {2, 3, 6, 0, 0, 0, 0, 0}, /* 0x26 (00100110) */
-    {1, 2, 3, 6, 0, 0, 0, 0}, /* 0x27 (00100111) */
-    {4, 6, 0, 0, 0, 0, 0, 0}, /* 0x28 (00101000) */
-    {1, 4, 6, 0, 0, 0, 0, 0}, /* 0x29 (00101001) */
-    {2, 4, 6, 0, 0, 0, 0, 0}, /* 0x2A (00101010) */
-    {1, 2, 4, 6, 0, 0, 0, 0}, /* 0x2B (00101011) */
-    {3, 4, 6, 0, 0, 0, 0, 0}, /* 0x2C (00101100) */
-    {1, 3, 4, 6, 0, 0, 0, 0}, /* 0x2D (00101101) */
-    {2, 3, 4, 6, 0, 0, 0, 0}, /* 0x2E (00101110) */
-    {1, 2, 3, 4, 6, 0, 0, 0}, /* 0x2F (00101111) */
-    {5, 6, 0, 0, 0, 0, 0, 0}, /* 0x30 (00110000) */
-    {1, 5, 6, 0, 0, 0, 0, 0}, /* 0x31 (00110001) */
-    {2, 5, 6, 0, 0, 0, 0, 0}, /* 0x32 (00110010) */
-    {1, 2, 5, 6, 0, 0, 0, 0}, /* 0x33 (00110011) */
-    {3, 5, 6, 0, 0, 0, 0, 0}, /* 0x34 (00110100) */
-    {1, 3, 5, 6, 0, 0, 0, 0}, /* 0x35 (00110101) */
-    {2, 3, 5, 6, 0, 0, 0, 0}, /* 0x36 (00110110) */
-    {1, 2, 3, 5, 6, 0, 0, 0}, /* 0x37 (00110111) */
-    {4, 5, 6, 0, 0, 0, 0, 0}, /* 0x38 (00111000) */
-    {1, 4, 5, 6, 0, 0, 0, 0}, /* 0x39 (00111001) */
-    {2, 4, 5, 6, 0, 0, 0, 0}, /* 0x3A (00111010) */
-    {1, 2, 4, 5, 6, 0, 0, 0}, /* 0x3B (00111011) */
-    {3, 4, 5, 6, 0, 0, 0, 0}, /* 0x3C (00111100) */
-    {1, 3, 4, 5, 6, 0, 0, 0}, /* 0x3D (00111101) */
-    {2, 3, 4, 5, 6, 0, 0, 0}, /* 0x3E (00111110) */
-    {1, 2, 3, 4, 5, 6, 0, 0}, /* 0x3F (00111111) */
-    {7, 0, 0, 0, 0, 0, 0, 0}, /* 0x40 (01000000) */
-    {1, 7, 0, 0, 0, 0, 0, 0}, /* 0x41 (01000001) */
-    {2, 7, 0, 0, 0, 0, 0, 0}, /* 0x42 (01000010) */
-    {1, 2, 7, 0, 0, 0, 0, 0}, /* 0x43 (01000011) */
-    {3, 7, 0, 0, 0, 0, 0, 0}, /* 0x44 (01000100) */
-    {1, 3, 7, 0, 0, 0, 0, 0}, /* 0x45 (01000101) */
-    {2, 3, 7, 0, 0, 0, 0, 0}, /* 0x46 (01000110) */
-    {1, 2, 3, 7, 0, 0, 0, 0}, /* 0x47 (01000111) */
-    {4, 7, 0, 0, 0, 0, 0, 0}, /* 0x48 (01001000) */
-    {1, 4, 7, 0, 0, 0, 0, 0}, /* 0x49 (01001001) */
-    {2, 4, 7, 0, 0, 0, 0, 0}, /* 0x4A (01001010) */
-    {1, 2, 4, 7, 0, 0, 0, 0}, /* 0x4B (01001011) */
-    {3, 4, 7, 0, 0, 0, 0, 0}, /* 0x4C (01001100) */
-    {1, 3, 4, 7, 0, 0, 0, 0}, /* 0x4D (01001101) */
-    {2, 3, 4, 7, 0, 0, 0, 0}, /* 0x4E (01001110) */
-    {1, 2, 3, 4, 7, 0, 0, 0}, /* 0x4F (01001111) */
-    {5, 7, 0, 0, 0, 0, 0, 0}, /* 0x50 (01010000) */
-    {1, 5, 7, 0, 0, 0, 0, 0}, /* 0x51 (01010001) */
-    {2, 5, 7, 0, 0, 0, 0, 0}, /* 0x52 (01010010) */
-    {1, 2, 5, 7, 0, 0, 0, 0}, /* 0x53 (01010011) */
-    {3, 5, 7, 0, 0, 0, 0, 0}, /* 0x54 (01010100) */
-    {1, 3, 5, 7, 0, 0, 0, 0}, /* 0x55 (01010101) */
-    {2, 3, 5, 7, 0, 0, 0, 0}, /* 0x56 (01010110) */
-    {1, 2, 3, 5, 7, 0, 0, 0}, /* 0x57 (01010111) */
-    {4, 5, 7, 0, 0, 0, 0, 0}, /* 0x58 (01011000) */
-    {1, 4, 5, 7, 0, 0, 0, 0}, /* 0x59 (01011001) */
-    {2, 4, 5, 7, 0, 0, 0, 0}, /* 0x5A (01011010) */
-    {1, 2, 4, 5, 7, 0, 0, 0}, /* 0x5B (01011011) */
-    {3, 4, 5, 7, 0, 0, 0, 0}, /* 0x5C (01011100) */
-    {1, 3, 4, 5, 7, 0, 0, 0}, /* 0x5D (01011101) */
-    {2, 3, 4, 5, 7, 0, 0, 0}, /* 0x5E (01011110) */
-    {1, 2, 3, 4, 5, 7, 0, 0}, /* 0x5F (01011111) */
-    {6, 7, 0, 0, 0, 0, 0, 0}, /* 0x60 (01100000) */
-    {1, 6, 7, 0, 0, 0, 0, 0}, /* 0x61 (01100001) */
-    {2, 6, 7, 0, 0, 0, 0, 0}, /* 0x62 (01100010) */
-    {1, 2, 6, 7, 0, 0, 0, 0}, /* 0x63 (01100011) */
-    {3, 6, 7, 0, 0, 0, 0, 0}, /* 0x64 (01100100) */
-    {1, 3, 6, 7, 0, 0, 0, 0}, /* 0x65 (01100101) */
-    {2, 3, 6, 7, 0, 0, 0, 0}, /* 0x66 (01100110) */
-    {1, 2, 3, 6, 7, 0, 0, 0}, /* 0x67 (01100111) */
-    {4, 6, 7, 0, 0, 0, 0, 0}, /* 0x68 (01101000) */
-    {1, 4, 6, 7, 0, 0, 0, 0}, /* 0x69 (01101001) */
-    {2, 4, 6, 7, 0, 0, 0, 0}, /* 0x6A (01101010) */
-    {1, 2, 4, 6, 7, 0, 0, 0}, /* 0x6B (01101011) */
-    {3, 4, 6, 7, 0, 0, 0, 0}, /* 0x6C (01101100) */
-    {1, 3, 4, 6, 7, 0, 0, 0}, /* 0x6D (01101101) */
-    {2, 3, 4, 6, 7, 0, 0, 0}, /* 0x6E (01101110) */
-    {1, 2, 3, 4, 6, 7, 0, 0}, /* 0x6F (01101111) */
-    {5, 6, 7, 0, 0, 0, 0, 0}, /* 0x70 (01110000) */
-    {1, 5, 6, 7, 0, 0, 0, 0}, /* 0x71 (01110001) */
-    {2, 5, 6, 7, 0, 0, 0, 0}, /* 0x72 (01110010) */
-    {1, 2, 5, 6, 7, 0, 0, 0}, /* 0x73 (01110011) */
-    {3, 5, 6, 7, 0, 0, 0, 0}, /* 0x74 (01110100) */
-    {1, 3, 5, 6, 7, 0, 0, 0}, /* 0x75 (01110101) */
-    {2, 3, 5, 6, 7, 0, 0, 0}, /* 0x76 (01110110) */
-    {1, 2, 3, 5, 6, 7, 0, 0}, /* 0x77 (01110111) */
-    {4, 5, 6, 7, 0, 0, 0, 0}, /* 0x78 (01111000) */
-    {1, 4, 5, 6, 7, 0, 0, 0}, /* 0x79 (01111001) */
-    {2, 4, 5, 6, 7, 0, 0, 0}, /* 0x7A (01111010) */
-    {1, 2, 4, 5, 6, 7, 0, 0}, /* 0x7B (01111011) */
-    {3, 4, 5, 6, 7, 0, 0, 0}, /* 0x7C (01111100) */
-    {1, 3, 4, 5, 6, 7, 0, 0}, /* 0x7D (01111101) */
-    {2, 3, 4, 5, 6, 7, 0, 0}, /* 0x7E (01111110) */
-    {1, 2, 3, 4, 5, 6, 7, 0}, /* 0x7F (01111111) */
-    {8, 0, 0, 0, 0, 0, 0, 0}, /* 0x80 (10000000) */
-    {1, 8, 0, 0, 0, 0, 0, 0}, /* 0x81 (10000001) */
-    {2, 8, 0, 0, 0, 0, 0, 0}, /* 0x82 (10000010) */
-    {1, 2, 8, 0, 0, 0, 0, 0}, /* 0x83 (10000011) */
-    {3, 8, 0, 0, 0, 0, 0, 0}, /* 0x84 (10000100) */
-    {1, 3, 8, 0, 0, 0, 0, 0}, /* 0x85 (10000101) */
-    {2, 3, 8, 0, 0, 0, 0, 0}, /* 0x86 (10000110) */
-    {1, 2, 3, 8, 0, 0, 0, 0}, /* 0x87 (10000111) */
-    {4, 8, 0, 0, 0, 0, 0, 0}, /* 0x88 (10001000) */
-    {1, 4, 8, 0, 0, 0, 0, 0}, /* 0x89 (10001001) */
-    {2, 4, 8, 0, 0, 0, 0, 0}, /* 0x8A (10001010) */
-    {1, 2, 4, 8, 0, 0, 0, 0}, /* 0x8B (10001011) */
-    {3, 4, 8, 0, 0, 0, 0, 0}, /* 0x8C (10001100) */
-    {1, 3, 4, 8, 0, 0, 0, 0}, /* 0x8D (10001101) */
-    {2, 3, 4, 8, 0, 0, 0, 0}, /* 0x8E (10001110) */
-    {1, 2, 3, 4, 8, 0, 0, 0}, /* 0x8F (10001111) */
-    {5, 8, 0, 0, 0, 0, 0, 0}, /* 0x90 (10010000) */
-    {1, 5, 8, 0, 0, 0, 0, 0}, /* 0x91 (10010001) */
-    {2, 5, 8, 0, 0, 0, 0, 0}, /* 0x92 (10010010) */
-    {1, 2, 5, 8, 0, 0, 0, 0}, /* 0x93 (10010011) */
-    {3, 5, 8, 0, 0, 0, 0, 0}, /* 0x94 (10010100) */
-    {1, 3, 5, 8, 0, 0, 0, 0}, /* 0x95 (10010101) */
-    {2, 3, 5, 8, 0, 0, 0, 0}, /* 0x96 (10010110) */
-    {1, 2, 3, 5, 8, 0, 0, 0}, /* 0x97 (10010111) */
-    {4, 5, 8, 0, 0, 0, 0, 0}, /* 0x98 (10011000) */
-    {1, 4, 5, 8, 0, 0, 0, 0}, /* 0x99 (10011001) */
-    {2, 4, 5, 8, 0, 0, 0, 0}, /* 0x9A (10011010) */
-    {1, 2, 4, 5, 8, 0, 0, 0}, /* 0x9B (10011011) */
-    {3, 4, 5, 8, 0, 0, 0, 0}, /* 0x9C (10011100) */
-    {1, 3, 4, 5, 8, 0, 0, 0}, /* 0x9D (10011101) */
-    {2, 3, 4, 5, 8, 0, 0, 0}, /* 0x9E (10011110) */
-    {1, 2, 3, 4, 5, 8, 0, 0}, /* 0x9F (10011111) */
-    {6, 8, 0, 0, 0, 0, 0, 0}, /* 0xA0 (10100000) */
-    {1, 6, 8, 0, 0, 0, 0, 0}, /* 0xA1 (10100001) */
-    {2, 6, 8, 0, 0, 0, 0, 0}, /* 0xA2 (10100010) */
-    {1, 2, 6, 8, 0, 0, 0, 0}, /* 0xA3 (10100011) */
-    {3, 6, 8, 0, 0, 0, 0, 0}, /* 0xA4 (10100100) */
-    {1, 3, 6, 8, 0, 0, 0, 0}, /* 0xA5 (10100101) */
-    {2, 3, 6, 8, 0, 0, 0, 0}, /* 0xA6 (10100110) */
-    {1, 2, 3, 6, 8, 0, 0, 0}, /* 0xA7 (10100111) */
-    {4, 6, 8, 0, 0, 0, 0, 0}, /* 0xA8 (10101000) */
-    {1, 4, 6, 8, 0, 0, 0, 0}, /* 0xA9 (10101001) */
-    {2, 4, 6, 8, 0, 0, 0, 0}, /* 0xAA (10101010) */
-    {1, 2, 4, 6, 8, 0, 0, 0}, /* 0xAB (10101011) */
-    {3, 4, 6, 8, 0, 0, 0, 0}, /* 0xAC (10101100) */
-    {1, 3, 4, 6, 8, 0, 0, 0}, /* 0xAD (10101101) */
-    {2, 3, 4, 6, 8, 0, 0, 0}, /* 0xAE (10101110) */
-    {1, 2, 3, 4, 6, 8, 0, 0}, /* 0xAF (10101111) */
-    {5, 6, 8, 0, 0, 0, 0, 0}, /* 0xB0 (10110000) */
-    {1, 5, 6, 8, 0, 0, 0, 0}, /* 0xB1 (10110001) */
-    {2, 5, 6, 8, 0, 0, 0, 0}, /* 0xB2 (10110010) */
-    {1, 2, 5, 6, 8, 0, 0, 0}, /* 0xB3 (10110011) */
-    {3, 5, 6, 8, 0, 0, 0, 0}, /* 0xB4 (10110100) */
-    {1, 3, 5, 6, 8, 0, 0, 0}, /* 0xB5 (10110101) */
-    {2, 3, 5, 6, 8, 0, 0, 0}, /* 0xB6 (10110110) */
-    {1, 2, 3, 5, 6, 8, 0, 0}, /* 0xB7 (10110111) */
-    {4, 5, 6, 8, 0, 0, 0, 0}, /* 0xB8 (10111000) */
-    {1, 4, 5, 6, 8, 0, 0, 0}, /* 0xB9 (10111001) */
-    {2, 4, 5, 6, 8, 0, 0, 0}, /* 0xBA (10111010) */
-    {1, 2, 4, 5, 6, 8, 0, 0}, /* 0xBB (10111011) */
-    {3, 4, 5, 6, 8, 0, 0, 0}, /* 0xBC (10111100) */
-    {1, 3, 4, 5, 6, 8, 0, 0}, /* 0xBD (10111101) */
-    {2, 3, 4, 5, 6, 8, 0, 0}, /* 0xBE (10111110) */
-    {1, 2, 3, 4, 5, 6, 8, 0}, /* 0xBF (10111111) */
-    {7, 8, 0, 0, 0, 0, 0, 0}, /* 0xC0 (11000000) */
-    {1, 7, 8, 0, 0, 0, 0, 0}, /* 0xC1 (11000001) */
-    {2, 7, 8, 0, 0, 0, 0, 0}, /* 0xC2 (11000010) */
-    {1, 2, 7, 8, 0, 0, 0, 0}, /* 0xC3 (11000011) */
-    {3, 7, 8, 0, 0, 0, 0, 0}, /* 0xC4 (11000100) */
-    {1, 3, 7, 8, 0, 0, 0, 0}, /* 0xC5 (11000101) */
-    {2, 3, 7, 8, 0, 0, 0, 0}, /* 0xC6 (11000110) */
-    {1, 2, 3, 7, 8, 0, 0, 0}, /* 0xC7 (11000111) */
-    {4, 7, 8, 0, 0, 0, 0, 0}, /* 0xC8 (11001000) */
-    {1, 4, 7, 8, 0, 0, 0, 0}, /* 0xC9 (11001001) */
-    {2, 4, 7, 8, 0, 0, 0, 0}, /* 0xCA (11001010) */
-    {1, 2, 4, 7, 8, 0, 0, 0}, /* 0xCB (11001011) */
-    {3, 4, 7, 8, 0, 0, 0, 0}, /* 0xCC (11001100) */
-    {1, 3, 4, 7, 8, 0, 0, 0}, /* 0xCD (11001101) */
-    {2, 3, 4, 7, 8, 0, 0, 0}, /* 0xCE (11001110) */
-    {1, 2, 3, 4, 7, 8, 0, 0}, /* 0xCF (11001111) */
-    {5, 7, 8, 0, 0, 0, 0, 0}, /* 0xD0 (11010000) */
-    {1, 5, 7, 8, 0, 0, 0, 0}, /* 0xD1 (11010001) */
-    {2, 5, 7, 8, 0, 0, 0, 0}, /* 0xD2 (11010010) */
-    {1, 2, 5, 7, 8, 0, 0, 0}, /* 0xD3 (11010011) */
-    {3, 5, 7, 8, 0, 0, 0, 0}, /* 0xD4 (11010100) */
-    {1, 3, 5, 7, 8, 0, 0, 0}, /* 0xD5 (11010101) */
-    {2, 3, 5, 7, 8, 0, 0, 0}, /* 0xD6 (11010110) */
-    {1, 2, 3, 5, 7, 8, 0, 0}, /* 0xD7 (11010111) */
-    {4, 5, 7, 8, 0, 0, 0, 0}, /* 0xD8 (11011000) */
-    {1, 4, 5, 7, 8, 0, 0, 0}, /* 0xD9 (11011001) */
-    {2, 4, 5, 7, 8, 0, 0, 0}, /* 0xDA (11011010) */
-    {1, 2, 4, 5, 7, 8, 0, 0}, /* 0xDB (11011011) */
-    {3, 4, 5, 7, 8, 0, 0, 0}, /* 0xDC (11011100) */
-    {1, 3, 4, 5, 7, 8, 0, 0}, /* 0xDD (11011101) */
-    {2, 3, 4, 5, 7, 8, 0, 0}, /* 0xDE (11011110) */
-    {1, 2, 3, 4, 5, 7, 8, 0}, /* 0xDF (11011111) */
-    {6, 7, 8, 0, 0, 0, 0, 0}, /* 0xE0 (11100000) */
-    {1, 6, 7, 8, 0, 0, 0, 0}, /* 0xE1 (11100001) */
-    {2, 6, 7, 8, 0, 0, 0, 0}, /* 0xE2 (11100010) */
-    {1, 2, 6, 7, 8, 0, 0, 0}, /* 0xE3 (11100011) */
-    {3, 6, 7, 8, 0, 0, 0, 0}, /* 0xE4 (11100100) */
-    {1, 3, 6, 7, 8, 0, 0, 0}, /* 0xE5 (11100101) */
-    {2, 3, 6, 7, 8, 0, 0, 0}, /* 0xE6 (11100110) */
-    {1, 2, 3, 6, 7, 8, 0, 0}, /* 0xE7 (11100111) */
-    {4, 6, 7, 8, 0, 0, 0, 0}, /* 0xE8 (11101000) */
-    {1, 4, 6, 7, 8, 0, 0, 0}, /* 0xE9 (11101001) */
-    {2, 4, 6, 7, 8, 0, 0, 0}, /* 0xEA (11101010) */
-    {1, 2, 4, 6, 7, 8, 0, 0}, /* 0xEB (11101011) */
-    {3, 4, 6, 7, 8, 0, 0, 0}, /* 0xEC (11101100) */
-    {1, 3, 4, 6, 7, 8, 0, 0}, /* 0xED (11101101) */
-    {2, 3, 4, 6, 7, 8, 0, 0}, /* 0xEE (11101110) */
-    {1, 2, 3, 4, 6, 7, 8, 0}, /* 0xEF (11101111) */
-    {5, 6, 7, 8, 0, 0, 0, 0}, /* 0xF0 (11110000) */
-    {1, 5, 6, 7, 8, 0, 0, 0}, /* 0xF1 (11110001) */
-    {2, 5, 6, 7, 8, 0, 0, 0}, /* 0xF2 (11110010) */
-    {1, 2, 5, 6, 7, 8, 0, 0}, /* 0xF3 (11110011) */
-    {3, 5, 6, 7, 8, 0, 0, 0}, /* 0xF4 (11110100) */
-    {1, 3, 5, 6, 7, 8, 0, 0}, /* 0xF5 (11110101) */
-    {2, 3, 5, 6, 7, 8, 0, 0}, /* 0xF6 (11110110) */
-    {1, 2, 3, 5, 6, 7, 8, 0}, /* 0xF7 (11110111) */
-    {4, 5, 6, 7, 8, 0, 0, 0}, /* 0xF8 (11111000) */
-    {1, 4, 5, 6, 7, 8, 0, 0}, /* 0xF9 (11111001) */
-    {2, 4, 5, 6, 7, 8, 0, 0}, /* 0xFA (11111010) */
-    {1, 2, 4, 5, 6, 7, 8, 0}, /* 0xFB (11111011) */
-    {3, 4, 5, 6, 7, 8, 0, 0}, /* 0xFC (11111100) */
-    {1, 3, 4, 5, 6, 7, 8, 0}, /* 0xFD (11111101) */
-    {2, 3, 4, 5, 6, 7, 8, 0}, /* 0xFE (11111110) */
-    {1, 2, 3, 4, 5, 6, 7, 8}  /* 0xFF (11111111) */
-};
-
-#endif
-
-#ifdef USEAVX
-
-size_t bitset_extract_setbits_avx2(uint64_t *array, size_t length, void *vout,
-                                   size_t outcapacity, uint32_t base) {
-    uint32_t *out = (uint32_t *)vout;
-    uint32_t *initout = out;
-    __m256i baseVec = _mm256_set1_epi32(base - 1);
-    __m256i incVec = _mm256_set1_epi32(64);
-    __m256i add8 = _mm256_set1_epi32(8);
-    uint32_t *safeout = out + outcapacity;
-    size_t i = 0;
-    for (; (i < length) && (out + 64 <= safeout); ++i) {
-        uint64_t w = array[i];
-        if (w == 0) {
-            baseVec = _mm256_add_epi32(baseVec, incVec);
-        } else {
-            for (int k = 0; k < 4; ++k) {
-                uint8_t byteA = (uint8_t)w;
-                uint8_t byteB = (uint8_t)(w >> 8);
-                w >>= 16;
-                __m256i vecA =
-                    _mm256_load_si256((const __m256i *)vecDecodeTable[byteA]);
-                __m256i vecB =
-                    _mm256_load_si256((const __m256i *)vecDecodeTable[byteB]);
-                uint8_t advanceA = lengthTable[byteA];
-                uint8_t advanceB = lengthTable[byteB];
-                vecA = _mm256_add_epi32(baseVec, vecA);
-                baseVec = _mm256_add_epi32(baseVec, add8);
-                vecB = _mm256_add_epi32(baseVec, vecB);
-                baseVec = _mm256_add_epi32(baseVec, add8);
-                _mm256_storeu_si256((__m256i *)out, vecA);
-                out += advanceA;
-                _mm256_storeu_si256((__m256i *)out, vecB);
-                out += advanceB;
-            }
-        }
-    }
-    base += i * 64;
-    for (; (i < length) && (out < safeout); ++i) {
-        uint64_t w = array[i];
-        while ((w != 0) && (out < safeout)) {
-            uint64_t t = w & (~w + 1); // on x64, should compile to BLSI (careful: the Intel compiler seems to fail)
-            int r = __builtin_ctzll(w); // on x64, should compile to TZCNT
-            uint32_t val = r + base;
-            memcpy(out, &val,
-                   sizeof(uint32_t));  // should be compiled as a MOV on x64
-            out++;
-            w ^= t;
-        }
-        base += 64;
-    }
-    return out - initout;
-}
-#endif  // USEAVX
-
-size_t bitset_extract_setbits(uint64_t *bitset, size_t length, void *vout,
-                              uint32_t base) {
-    int outpos = 0;
-    uint32_t *out = (uint32_t *)vout;
-    for (size_t i = 0; i < length; ++i) {
-        uint64_t w = bitset[i];
-        while (w != 0) {
-            uint64_t t = w & (~w + 1); // on x64, should compile to BLSI (careful: the Intel compiler seems to fail)
-            int r = __builtin_ctzll(w); // on x64, should compile to TZCNT
-            uint32_t val = r + base;
-            memcpy(out + outpos, &val,
-                   sizeof(uint32_t));  // should be compiled as a MOV on x64
-            outpos++;
-            w ^= t;
-        }
-        base += 64;
-    }
-    return outpos;
-}
-
-size_t bitset_extract_intersection_setbits_uint16(const uint64_t * __restrict__ bitset1,
-                                                  const uint64_t * __restrict__ bitset2,
-                                                  size_t length, uint16_t *out,
-                                                  uint16_t base) {
-    int outpos = 0;
-    for (size_t i = 0; i < length; ++i) {
-        uint64_t w = bitset1[i] & bitset2[i];
-        while (w != 0) {
-            uint64_t t = w & (~w + 1);
-            int r = __builtin_ctzll(w);
-            out[outpos++] = r + base;
-            w ^= t;
-        }
-        base += 64;
-    }
-    return outpos;
-}
-
-#ifdef IS_X64
-/*
- * Given a bitset containing "length" 64-bit words, write out the position
- * of all the set bits to "out" as 16-bit integers, values start at "base" (can
- *be set to zero).
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- *set.
- *
- * Returns how many values were actually decoded.
- *
- * This function uses SSE decoding.
- */
-size_t bitset_extract_setbits_sse_uint16(const uint64_t *bitset, size_t length,
-                                         uint16_t *out, size_t outcapacity,
-                                         uint16_t base) {
-    uint16_t *initout = out;
-    __m128i baseVec = _mm_set1_epi16(base - 1);
-    __m128i incVec = _mm_set1_epi16(64);
-    __m128i add8 = _mm_set1_epi16(8);
-    uint16_t *safeout = out + outcapacity;
-    const int numberofbytes = 2;  // process two bytes at a time
-    size_t i = 0;
-    for (; (i < length) && (out + numberofbytes * 8 <= safeout); ++i) {
-        uint64_t w = bitset[i];
-        if (w == 0) {
-            baseVec = _mm_add_epi16(baseVec, incVec);
-        } else {
-            for (int k = 0; k < 4; ++k) {
-                uint8_t byteA = (uint8_t)w;
-                uint8_t byteB = (uint8_t)(w >> 8);
-                w >>= 16;
-                __m128i vecA = _mm_load_si128(
-                    (const __m128i *)vecDecodeTable_uint16[byteA]);
-                __m128i vecB = _mm_load_si128(
-                    (const __m128i *)vecDecodeTable_uint16[byteB]);
-                uint8_t advanceA = lengthTable[byteA];
-                uint8_t advanceB = lengthTable[byteB];
-                vecA = _mm_add_epi16(baseVec, vecA);
-                baseVec = _mm_add_epi16(baseVec, add8);
-                vecB = _mm_add_epi16(baseVec, vecB);
-                baseVec = _mm_add_epi16(baseVec, add8);
-                _mm_storeu_si128((__m128i *)out, vecA);
-                out += advanceA;
-                _mm_storeu_si128((__m128i *)out, vecB);
-                out += advanceB;
-            }
-        }
-    }
-    base += (uint16_t)(i * 64);
-    for (; (i < length) && (out < safeout); ++i) {
-        uint64_t w = bitset[i];
-        while ((w != 0) && (out < safeout)) {
-            uint64_t t = w & (~w + 1);
-            int r = __builtin_ctzll(w);
-            *out = r + base;
-            out++;
-            w ^= t;
-        }
-        base += 64;
-    }
-    return out - initout;
-}
-#endif
-
-/*
- * Given a bitset containing "length" 64-bit words, write out the position
- * of all the set bits to "out", values start at "base" (can be set to zero).
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- *set.
- *
- * Returns how many values were actually decoded.
- */
-size_t bitset_extract_setbits_uint16(const uint64_t *bitset, size_t length,
-                                     uint16_t *out, uint16_t base) {
-    int outpos = 0;
-    for (size_t i = 0; i < length; ++i) {
-        uint64_t w = bitset[i];
-        while (w != 0) {
-            uint64_t t = w & (~w + 1);
-            int r = __builtin_ctzll(w);
-            out[outpos++] = r + base;
-            w ^= t;
-        }
-        base += 64;
-    }
-    return outpos;
-}
-
-#if defined(ASMBITMANIPOPTIMIZATION)
-
-uint64_t bitset_set_list_withcard(void *bitset, uint64_t card,
-                                  const uint16_t *list, uint64_t length) {
-    uint64_t offset, load, pos;
-    uint64_t shift = 6;
-    const uint16_t *end = list + length;
-    if (!length) return card;
-    // TODO: could unroll for performance, see bitset_set_list
-    // bts is not available as an intrinsic in GCC
-    __asm volatile(
-        "1:\n"
-        "movzwq (%[list]), %[pos]\n"
-        "shrx %[shift], %[pos], %[offset]\n"
-        "mov (%[bitset],%[offset],8), %[load]\n"
-        "bts %[pos], %[load]\n"
-        "mov %[load], (%[bitset],%[offset],8)\n"
-        "sbb $-1, %[card]\n"
-        "add $2, %[list]\n"
-        "cmp %[list], %[end]\n"
-        "jnz 1b"
-        : [card] "+&r"(card), [list] "+&r"(list), [load] "=&r"(load),
-          [pos] "=&r"(pos), [offset] "=&r"(offset)
-        : [end] "r"(end), [bitset] "r"(bitset), [shift] "r"(shift));
-    return card;
-}
-
-void bitset_set_list(void *bitset, const uint16_t *list, uint64_t length) {
-    uint64_t pos;
-    const uint16_t *end = list + length;
-
-    uint64_t shift = 6;
-    uint64_t offset;
-    uint64_t load;
-    for (; list + 3 < end; list += 4) {
-        pos = list[0];
-        __asm volatile(
-            "shrx %[shift], %[pos], %[offset]\n"
-            "mov (%[bitset],%[offset],8), %[load]\n"
-            "bts %[pos], %[load]\n"
-            "mov %[load], (%[bitset],%[offset],8)"
-            : [load] "=&r"(load), [offset] "=&r"(offset)
-            : [bitset] "r"(bitset), [shift] "r"(shift), [pos] "r"(pos));
-        pos = list[1];
-        __asm volatile(
-            "shrx %[shift], %[pos], %[offset]\n"
-            "mov (%[bitset],%[offset],8), %[load]\n"
-            "bts %[pos], %[load]\n"
-            "mov %[load], (%[bitset],%[offset],8)"
-            : [load] "=&r"(load), [offset] "=&r"(offset)
-            : [bitset] "r"(bitset), [shift] "r"(shift), [pos] "r"(pos));
-        pos = list[2];
-        __asm volatile(
-            "shrx %[shift], %[pos], %[offset]\n"
-            "mov (%[bitset],%[offset],8), %[load]\n"
-            "bts %[pos], %[load]\n"
-            "mov %[load], (%[bitset],%[offset],8)"
-            : [load] "=&r"(load), [offset] "=&r"(offset)
-            : [bitset] "r"(bitset), [shift] "r"(shift), [pos] "r"(pos));
-        pos = list[3];
-        __asm volatile(
-            "shrx %[shift], %[pos], %[offset]\n"
-            "mov (%[bitset],%[offset],8), %[load]\n"
-            "bts %[pos], %[load]\n"
-            "mov %[load], (%[bitset],%[offset],8)"
-            : [load] "=&r"(load), [offset] "=&r"(offset)
-            : [bitset] "r"(bitset), [shift] "r"(shift), [pos] "r"(pos));
-    }
-
-    while (list != end) {
-        pos = list[0];
-        __asm volatile(
-            "shrx %[shift], %[pos], %[offset]\n"
-            "mov (%[bitset],%[offset],8), %[load]\n"
-            "bts %[pos], %[load]\n"
-            "mov %[load], (%[bitset],%[offset],8)"
-            : [load] "=&r"(load), [offset] "=&r"(offset)
-            : [bitset] "r"(bitset), [shift] "r"(shift), [pos] "r"(pos));
-        list++;
-    }
-}
-
-uint64_t bitset_clear_list(void *bitset, uint64_t card, const uint16_t *list,
-                           uint64_t length) {
-    uint64_t offset, load, pos;
-    uint64_t shift = 6;
-    const uint16_t *end = list + length;
-    if (!length) return card;
-    // btr is not available as an intrinsic in GCC
-    __asm volatile(
-        "1:\n"
-        "movzwq (%[list]), %[pos]\n"
-        "shrx %[shift], %[pos], %[offset]\n"
-        "mov (%[bitset],%[offset],8), %[load]\n"
-        "btr %[pos], %[load]\n"
-        "mov %[load], (%[bitset],%[offset],8)\n"
-        "sbb $0, %[card]\n"
-        "add $2, %[list]\n"
-        "cmp %[list], %[end]\n"
-        "jnz 1b"
-        : [card] "+&r"(card), [list] "+&r"(list), [load] "=&r"(load),
-          [pos] "=&r"(pos), [offset] "=&r"(offset)
-        : [end] "r"(end), [bitset] "r"(bitset), [shift] "r"(shift)
-        :
-        /* clobbers */ "memory");
-    return card;
-}
-
-#else
-uint64_t bitset_clear_list(void *bitset, uint64_t card, const uint16_t *list,
-                           uint64_t length) {
-    uint64_t offset, load, newload, pos, index;
-    const uint16_t *end = list + length;
-    while (list != end) {
-        pos = *(const uint16_t *)list;
-        offset = pos >> 6;
-        index = pos % 64;
-        load = ((uint64_t *)bitset)[offset];
-        newload = load & ~(UINT64_C(1) << index);
-        card -= (load ^ newload) >> index;
-        ((uint64_t *)bitset)[offset] = newload;
-        list++;
-    }
-    return card;
-}
-
-uint64_t bitset_set_list_withcard(void *bitset, uint64_t card,
-                                  const uint16_t *list, uint64_t length) {
-    uint64_t offset, load, newload, pos, index;
-    const uint16_t *end = list + length;
-    while (list != end) {
-        pos = *(const uint16_t *)list;
-        offset = pos >> 6;
-        index = pos % 64;
-        load = ((uint64_t *)bitset)[offset];
-        newload = load | (UINT64_C(1) << index);
-        card += (load ^ newload) >> index;
-        ((uint64_t *)bitset)[offset] = newload;
-        list++;
-    }
-    return card;
-}
-
-void bitset_set_list(void *bitset, const uint16_t *list, uint64_t length) {
-    uint64_t offset, load, newload, pos, index;
-    const uint16_t *end = list + length;
-    while (list != end) {
-        pos = *(const uint16_t *)list;
-        offset = pos >> 6;
-        index = pos % 64;
-        load = ((uint64_t *)bitset)[offset];
-        newload = load | (UINT64_C(1) << index);
-        ((uint64_t *)bitset)[offset] = newload;
-        list++;
-    }
-}
-
-#endif
-
-/* flip specified bits */
-/* TODO: consider whether worthwhile to make an asm version */
-
-uint64_t bitset_flip_list_withcard(void *bitset, uint64_t card,
-                                   const uint16_t *list, uint64_t length) {
-    uint64_t offset, load, newload, pos, index;
-    const uint16_t *end = list + length;
-    while (list != end) {
-        pos = *(const uint16_t *)list;
-        offset = pos >> 6;
-        index = pos % 64;
-        load = ((uint64_t *)bitset)[offset];
-        newload = load ^ (UINT64_C(1) << index);
-        // todo: is a branch here all that bad?
-        card +=
-            (1 - 2 * (((UINT64_C(1) << index) & load) >> index));  // +1 or -1
-        ((uint64_t *)bitset)[offset] = newload;
-        list++;
-    }
-    return card;
-}
-
-void bitset_flip_list(void *bitset, const uint16_t *list, uint64_t length) {
-    uint64_t offset, load, newload, pos, index;
-    const uint16_t *end = list + length;
-    while (list != end) {
-        pos = *(const uint16_t *)list;
-        offset = pos >> 6;
-        index = pos % 64;
-        load = ((uint64_t *)bitset)[offset];
-        newload = load ^ (UINT64_C(1) << index);
-        ((uint64_t *)bitset)[offset] = newload;
-        list++;
-    }
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/bitset_util.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/array.c */
-/*
- * array.c
- *
- */
-
-#include <assert.h>
-#include <stdio.h>
-#include <stdlib.h>
-
-extern inline uint16_t array_container_minimum(const array_container_t *arr);
-extern inline uint16_t array_container_maximum(const array_container_t *arr);
-extern inline int array_container_index_equalorlarger(const array_container_t *arr, uint16_t x);
-
-extern inline int array_container_rank(const array_container_t *arr,
-                                       uint16_t x);
-extern inline bool array_container_contains(const array_container_t *arr,
-                                            uint16_t pos);
-extern int array_container_cardinality(const array_container_t *array);
-extern bool array_container_nonzero_cardinality(const array_container_t *array);
-extern void array_container_clear(array_container_t *array);
-extern int32_t array_container_serialized_size_in_bytes(int32_t card);
-extern bool array_container_empty(const array_container_t *array);
-extern bool array_container_full(const array_container_t *array);
-
-/* Create a new array with capacity size. Return NULL in case of failure. */
-array_container_t *array_container_create_given_capacity(int32_t size) {
-    array_container_t *container;
-
-    if ((container = (array_container_t *)malloc(sizeof(array_container_t))) ==
-        NULL) {
-        return NULL;
-    }
-
-    if( size <= 0 ) { // we don't want to rely on malloc(0)
-        container->array = NULL;
-    } else if ((container->array = (uint16_t *)malloc(sizeof(uint16_t) * size)) ==
-        NULL) {
-        free(container);
-        return NULL;
-    }
-
-    container->capacity = size;
-    container->cardinality = 0;
-
-    return container;
-}
-
-/* Create a new array. Return NULL in case of failure. */
-array_container_t *array_container_create() {
-    return array_container_create_given_capacity(ARRAY_DEFAULT_INIT_SIZE);
-}
-
-/* Create a new array containing all values in [min,max). */
-array_container_t * array_container_create_range(uint32_t min, uint32_t max) {
-    array_container_t * answer = array_container_create_given_capacity(max - min + 1);
-    if(answer == NULL) return answer;
-    answer->cardinality = 0;
-    for(uint32_t k = min; k < max; k++) {
-      answer->array[answer->cardinality++] = k;
-    }
-    return answer;
-}
-
-/* Duplicate container */
-array_container_t *array_container_clone(const array_container_t *src) {
-    array_container_t *newcontainer =
-        array_container_create_given_capacity(src->capacity);
-    if (newcontainer == NULL) return NULL;
-
-    newcontainer->cardinality = src->cardinality;
-
-    memcpy(newcontainer->array, src->array,
-           src->cardinality * sizeof(uint16_t));
-
-    return newcontainer;
-}
-
-int array_container_shrink_to_fit(array_container_t *src) {
-    if (src->cardinality == src->capacity) return 0;  // nothing to do
-    int savings = src->capacity - src->cardinality;
-    src->capacity = src->cardinality;
-    if( src->capacity == 0) { // we do not want to rely on realloc for zero allocs
-      free(src->array);
-      src->array = NULL;
-    } else {
-      uint16_t *oldarray = src->array;
-      src->array =
-        (uint16_t *)realloc(oldarray, src->capacity * sizeof(uint16_t));
-      if (src->array == NULL) free(oldarray);  // should never happen?
-    }
-    return savings;
-}
-
-/* Free memory. */
-void array_container_free(array_container_t *arr) {
-    if(arr->array != NULL) {// Jon Strabala reports that some tools complain otherwise
-      free(arr->array);
-      arr->array = NULL; // pedantic
-    }
-    free(arr);
-}
-
-static inline int32_t grow_capacity(int32_t capacity) {
-    return (capacity <= 0) ? ARRAY_DEFAULT_INIT_SIZE
-                           : capacity < 64 ? capacity * 2
-                                           : capacity < 1024 ? capacity * 3 / 2
-                                                             : capacity * 5 / 4;
-}
-
-static inline int32_t clamp(int32_t val, int32_t min, int32_t max) {
-    return ((val < min) ? min : (val > max) ? max : val);
-}
-
-void array_container_grow(array_container_t *container, int32_t min,
-                          bool preserve) {
-
-    int32_t max = (min <= DEFAULT_MAX_SIZE ? DEFAULT_MAX_SIZE : 65536);
-    int32_t new_capacity = clamp(grow_capacity(container->capacity), min, max);
-
-    container->capacity = new_capacity;
-    uint16_t *array = container->array;
-
-    if (preserve) {
-        container->array =
-            (uint16_t *)realloc(array, new_capacity * sizeof(uint16_t));
-        if (container->array == NULL) free(array);
-    } else {
-        // Jon Strabala reports that some tools complain otherwise
-        if (array != NULL) {
-          free(array);
-        }
-        container->array = (uint16_t *)malloc(new_capacity * sizeof(uint16_t));
-    }
-
-    //  handle the case where realloc fails
-    if (container->array == NULL) {
-      fprintf(stderr, "could not allocate memory\n");
-    }
-    assert(container->array != NULL);
-}
-
-/* Copy one container into another. We assume that they are distinct. */
-void array_container_copy(const array_container_t *src,
-                          array_container_t *dst) {
-    const int32_t cardinality = src->cardinality;
-    if (cardinality > dst->capacity) {
-        array_container_grow(dst, cardinality, false);
-    }
-
-    dst->cardinality = cardinality;
-    memcpy(dst->array, src->array, cardinality * sizeof(uint16_t));
-}
-
-void array_container_add_from_range(array_container_t *arr, uint32_t min,
-                                    uint32_t max, uint16_t step) {
-    for (uint32_t value = min; value < max; value += step) {
-        array_container_append(arr, value);
-    }
-}
-
-/* Computes the union of array1 and array2 and write the result to arrayout.
- * It is assumed that arrayout is distinct from both array1 and array2.
- */
-void array_container_union(const array_container_t *array_1,
-                           const array_container_t *array_2,
-                           array_container_t *out) {
-    const int32_t card_1 = array_1->cardinality, card_2 = array_2->cardinality;
-    const int32_t max_cardinality = card_1 + card_2;
-
-    if (out->capacity < max_cardinality) {
-      array_container_grow(out, max_cardinality, false);
-    }
-    out->cardinality = (int32_t)fast_union_uint16(array_1->array, card_1,
-                                      array_2->array, card_2, out->array);
-
-}
-
-/* Computes the  difference of array1 and array2 and write the result
- * to array out.
- * Array out does not need to be distinct from array_1
- */
-void array_container_andnot(const array_container_t *array_1,
-                            const array_container_t *array_2,
-                            array_container_t *out) {
-    if (out->capacity < array_1->cardinality)
-        array_container_grow(out, array_1->cardinality, false);
-#ifdef ROARING_VECTOR_OPERATIONS_ENABLED
-    out->cardinality =
-        difference_vector16(array_1->array, array_1->cardinality,
-                            array_2->array, array_2->cardinality, out->array);
-#else
-    out->cardinality =
-        difference_uint16(array_1->array, array_1->cardinality, array_2->array,
-                          array_2->cardinality, out->array);
-#endif
-}
-
-/* Computes the symmetric difference of array1 and array2 and write the
- * result
- * to arrayout.
- * It is assumed that arrayout is distinct from both array1 and array2.
- */
-void array_container_xor(const array_container_t *array_1,
-                         const array_container_t *array_2,
-                         array_container_t *out) {
-    const int32_t card_1 = array_1->cardinality, card_2 = array_2->cardinality;
-    const int32_t max_cardinality = card_1 + card_2;
-    if (out->capacity < max_cardinality) {
-        array_container_grow(out, max_cardinality, false);
-    }
-
-#ifdef ROARING_VECTOR_OPERATIONS_ENABLED
-    out->cardinality =
-        xor_vector16(array_1->array, array_1->cardinality, array_2->array,
-                     array_2->cardinality, out->array);
-#else
-    out->cardinality =
-        xor_uint16(array_1->array, array_1->cardinality, array_2->array,
-                   array_2->cardinality, out->array);
-#endif
-}
-
-static inline int32_t minimum_int32(int32_t a, int32_t b) {
-    return (a < b) ? a : b;
-}
-
-/* computes the intersection of array1 and array2 and write the result to
- * arrayout.
- * It is assumed that arrayout is distinct from both array1 and array2.
- * */
-void array_container_intersection(const array_container_t *array1,
-                                  const array_container_t *array2,
-                                  array_container_t *out) {
-    int32_t card_1 = array1->cardinality, card_2 = array2->cardinality,
-            min_card = minimum_int32(card_1, card_2);
-    const int threshold = 64;  // subject to tuning
-#ifdef USEAVX
-    if (out->capacity < min_card) {
-      array_container_grow(out, min_card + sizeof(__m128i) / sizeof(uint16_t),
-        false);
-    }
-#else
-    if (out->capacity < min_card) {
-      array_container_grow(out, min_card, false);
-    }
-#endif
-
-    if (card_1 * threshold < card_2) {
-        out->cardinality = intersect_skewed_uint16(
-            array1->array, card_1, array2->array, card_2, out->array);
-    } else if (card_2 * threshold < card_1) {
-        out->cardinality = intersect_skewed_uint16(
-            array2->array, card_2, array1->array, card_1, out->array);
-    } else {
-#ifdef USEAVX
-        out->cardinality = intersect_vector16(
-            array1->array, card_1, array2->array, card_2, out->array);
-#else
-        out->cardinality = intersect_uint16(array1->array, card_1,
-                                            array2->array, card_2, out->array);
-#endif
-    }
-}
-
-/* computes the size of the intersection of array1 and array2
- * */
-int array_container_intersection_cardinality(const array_container_t *array1,
-                                             const array_container_t *array2) {
-    int32_t card_1 = array1->cardinality, card_2 = array2->cardinality;
-    const int threshold = 64;  // subject to tuning
-    if (card_1 * threshold < card_2) {
-        return intersect_skewed_uint16_cardinality(array1->array, card_1,
-                                                   array2->array, card_2);
-    } else if (card_2 * threshold < card_1) {
-        return intersect_skewed_uint16_cardinality(array2->array, card_2,
-                                                   array1->array, card_1);
-    } else {
-#ifdef USEAVX
-        return intersect_vector16_cardinality(array1->array, card_1,
-                                              array2->array, card_2);
-#else
-        return intersect_uint16_cardinality(array1->array, card_1,
-                                            array2->array, card_2);
-#endif
-    }
-}
-
-bool array_container_intersect(const array_container_t *array1,
-                                  const array_container_t *array2) {
-    int32_t card_1 = array1->cardinality, card_2 = array2->cardinality;
-    const int threshold = 64;  // subject to tuning
-    if (card_1 * threshold < card_2) {
-        return intersect_skewed_uint16_nonempty(
-            array1->array, card_1, array2->array, card_2);
-    } else if (card_2 * threshold < card_1) {
-    	return intersect_skewed_uint16_nonempty(
-            array2->array, card_2, array1->array, card_1);
-    } else {
-    	// we do not bother vectorizing
-        return intersect_uint16_nonempty(array1->array, card_1,
-                                            array2->array, card_2);
-    }
-}
-
-/* computes the intersection of array1 and array2 and write the result to
- * array1.
- * */
-void array_container_intersection_inplace(array_container_t *src_1,
-                                          const array_container_t *src_2) {
-    // todo: can any of this be vectorized?
-    int32_t card_1 = src_1->cardinality, card_2 = src_2->cardinality;
-    const int threshold = 64;  // subject to tuning
-    if (card_1 * threshold < card_2) {
-        src_1->cardinality = intersect_skewed_uint16(
-            src_1->array, card_1, src_2->array, card_2, src_1->array);
-    } else if (card_2 * threshold < card_1) {
-        src_1->cardinality = intersect_skewed_uint16(
-            src_2->array, card_2, src_1->array, card_1, src_1->array);
-    } else {
-        src_1->cardinality = intersect_uint16(
-            src_1->array, card_1, src_2->array, card_2, src_1->array);
-    }
-}
-
-int array_container_to_uint32_array(void *vout, const array_container_t *cont,
-                                    uint32_t base) {
-    int outpos = 0;
-    uint32_t *out = (uint32_t *)vout;
-    for (int i = 0; i < cont->cardinality; ++i) {
-        const uint32_t val = base + cont->array[i];
-        memcpy(out + outpos, &val,
-               sizeof(uint32_t));  // should be compiled as a MOV on x64
-        outpos++;
-    }
-    return outpos;
-}
-
-void array_container_printf(const array_container_t *v) {
-    if (v->cardinality == 0) {
-        printf("{}");
-        return;
-    }
-    printf("{");
-    printf("%d", v->array[0]);
-    for (int i = 1; i < v->cardinality; ++i) {
-        printf(",%d", v->array[i]);
-    }
-    printf("}");
-}
-
-void array_container_printf_as_uint32_array(const array_container_t *v,
-                                            uint32_t base) {
-    if (v->cardinality == 0) {
-        return;
-    }
-    printf("%u", v->array[0] + base);
-    for (int i = 1; i < v->cardinality; ++i) {
-        printf(",%u", v->array[i] + base);
-    }
-}
-
-/* Compute the number of runs */
-int32_t array_container_number_of_runs(const array_container_t *a) {
-    // Can SIMD work here?
-    int32_t nr_runs = 0;
-    int32_t prev = -2;
-    for (const uint16_t *p = a->array; p != a->array + a->cardinality; ++p) {
-        if (*p != prev + 1) nr_runs++;
-        prev = *p;
-    }
-    return nr_runs;
-}
-
-int32_t array_container_serialize(const array_container_t *container, char *buf) {
-    int32_t l, off;
-    uint16_t cardinality = (uint16_t)container->cardinality;
-
-    memcpy(buf, &cardinality, off = sizeof(cardinality));
-    l = sizeof(uint16_t) * container->cardinality;
-    if (l) memcpy(&buf[off], container->array, l);
-
-    return (off + l);
-}
-
-/**
- * Writes the underlying array to buf, outputs how many bytes were written.
- * The number of bytes written should be
- * array_container_size_in_bytes(container).
- *
- */
-int32_t array_container_write(const array_container_t *container, char *buf) {
-    memcpy(buf, container->array, container->cardinality * sizeof(uint16_t));
-    return array_container_size_in_bytes(container);
-}
-
-bool array_container_equals(const array_container_t *container1,
-                            const array_container_t *container2) {
-    if (container1->cardinality != container2->cardinality) {
-        return false;
-    }
-    // could be vectorized:
-    for (int32_t i = 0; i < container1->cardinality; ++i) {
-        if (container1->array[i] != container2->array[i]) return false;
-    }
-    return true;
-}
-
-bool array_container_is_subset(const array_container_t *container1,
-                               const array_container_t *container2) {
-    if (container1->cardinality > container2->cardinality) {
-        return false;
-    }
-    int i1 = 0, i2 = 0;
-    while (i1 < container1->cardinality && i2 < container2->cardinality) {
-        if (container1->array[i1] == container2->array[i2]) {
-            i1++;
-            i2++;
-        } else if (container1->array[i1] > container2->array[i2]) {
-            i2++;
-        } else {  // container1->array[i1] < container2->array[i2]
-            return false;
-        }
-    }
-    if (i1 == container1->cardinality) {
-        return true;
-    } else {
-        return false;
-    }
-}
-
-int32_t array_container_read(int32_t cardinality, array_container_t *container,
-                             const char *buf) {
-    if (container->capacity < cardinality) {
-        array_container_grow(container, cardinality, false);
-    }
-    container->cardinality = cardinality;
-    memcpy(container->array, buf, container->cardinality * sizeof(uint16_t));
-
-    return array_container_size_in_bytes(container);
-}
-
-uint32_t array_container_serialization_len(const array_container_t *container) {
-    return (sizeof(uint16_t) /* container->cardinality converted to 16 bit */ +
-            (sizeof(uint16_t) * container->cardinality));
-}
-
-void *array_container_deserialize(const char *buf, size_t buf_len) {
-    array_container_t *ptr;
-
-    if (buf_len < 2) /* capacity converted to 16 bit */
-        return (NULL);
-    else
-        buf_len -= 2;
-
-    if ((ptr = (array_container_t *)malloc(sizeof(array_container_t))) !=
-        NULL) {
-        size_t len;
-        int32_t off;
-        uint16_t cardinality;
-
-        memcpy(&cardinality, buf, off = sizeof(cardinality));
-
-        ptr->capacity = ptr->cardinality = (uint32_t)cardinality;
-        len = sizeof(uint16_t) * ptr->cardinality;
-
-        if (len != buf_len) {
-            free(ptr);
-            return (NULL);
-        }
-
-        if ((ptr->array = (uint16_t *)malloc(sizeof(uint16_t) *
-                                             ptr->capacity)) == NULL) {
-            free(ptr);
-            return (NULL);
-        }
-
-        if (len) memcpy(ptr->array, &buf[off], len);
-
-        /* Check if returned values are monotonically increasing */
-        for (int32_t i = 0, j = 0; i < ptr->cardinality; i++) {
-            if (ptr->array[i] < j) {
-                free(ptr->array);
-                free(ptr);
-                return (NULL);
-            } else
-                j = ptr->array[i];
-        }
-    }
-
-    return (ptr);
-}
-
-bool array_container_iterate(const array_container_t *cont, uint32_t base,
-                             roaring_iterator iterator, void *ptr) {
-    for (int i = 0; i < cont->cardinality; i++)
-        if (!iterator(cont->array[i] + base, ptr)) return false;
-    return true;
-}
-
-bool array_container_iterate64(const array_container_t *cont, uint32_t base,
-                               roaring_iterator64 iterator, uint64_t high_bits,
-                               void *ptr) {
-    for (int i = 0; i < cont->cardinality; i++)
-        if (!iterator(high_bits | (uint64_t)(cont->array[i] + base), ptr))
-            return false;
-    return true;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/array.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/bitset.c */
-/*
- * bitset.c
- *
- */
-#ifndef _POSIX_C_SOURCE
-#define _POSIX_C_SOURCE 200809L
-#endif
-#include <assert.h>
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-
-
-extern int bitset_container_cardinality(const bitset_container_t *bitset);
-extern bool bitset_container_nonzero_cardinality(bitset_container_t *bitset);
-extern void bitset_container_set(bitset_container_t *bitset, uint16_t pos);
-extern void bitset_container_unset(bitset_container_t *bitset, uint16_t pos);
-extern inline bool bitset_container_get(const bitset_container_t *bitset,
-                                        uint16_t pos);
-extern int32_t bitset_container_serialized_size_in_bytes();
-extern bool bitset_container_add(bitset_container_t *bitset, uint16_t pos);
-extern bool bitset_container_remove(bitset_container_t *bitset, uint16_t pos);
-extern inline bool bitset_container_contains(const bitset_container_t *bitset,
-                                             uint16_t pos);
-
-void bitset_container_clear(bitset_container_t *bitset) {
-    memset(bitset->array, 0, sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-    bitset->cardinality = 0;
-}
-
-void bitset_container_set_all(bitset_container_t *bitset) {
-    memset(bitset->array, INT64_C(-1),
-           sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-    bitset->cardinality = (1 << 16);
-}
-
-
-
-/* Create a new bitset. Return NULL in case of failure. */
-bitset_container_t *bitset_container_create(void) {
-    bitset_container_t *bitset =
-        (bitset_container_t *)malloc(sizeof(bitset_container_t));
-
-    if (!bitset) {
-        return NULL;
-    }
-    // sizeof(__m256i) == 32
-    bitset->array = (uint64_t *)aligned_malloc(
-        32, sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-    if (!bitset->array) {
-        free(bitset);
-        return NULL;
-    }
-    bitset_container_clear(bitset);
-    return bitset;
-}
-
-/* Copy one container into another. We assume that they are distinct. */
-void bitset_container_copy(const bitset_container_t *source,
-                           bitset_container_t *dest) {
-    dest->cardinality = source->cardinality;
-    memcpy(dest->array, source->array,
-           sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-}
-
-void bitset_container_add_from_range(bitset_container_t *bitset, uint32_t min,
-                                     uint32_t max, uint16_t step) {
-    if (step == 0) return;   // refuse to crash
-    if ((64 % step) == 0) {  // step divides 64
-        uint64_t mask = 0;   // construct the repeated mask
-        for (uint32_t value = (min % step); value < 64; value += step) {
-            mask |= ((uint64_t)1 << value);
-        }
-        uint32_t firstword = min / 64;
-        uint32_t endword = (max - 1) / 64;
-        bitset->cardinality = (max - min + step - 1) / step;
-        if (firstword == endword) {
-            bitset->array[firstword] |=
-                mask & (((~UINT64_C(0)) << (min % 64)) &
-                        ((~UINT64_C(0)) >> ((~max + 1) % 64)));
-            return;
-        }
-        bitset->array[firstword] = mask & ((~UINT64_C(0)) << (min % 64));
-        for (uint32_t i = firstword + 1; i < endword; i++)
-            bitset->array[i] = mask;
-        bitset->array[endword] = mask & ((~UINT64_C(0)) >> ((~max + 1) % 64));
-    } else {
-        for (uint32_t value = min; value < max; value += step) {
-            bitset_container_add(bitset, value);
-        }
-    }
-}
-
-/* Free memory. */
-void bitset_container_free(bitset_container_t *bitset) {
-    if(bitset->array != NULL) {// Jon Strabala reports that some tools complain otherwise
-      aligned_free(bitset->array);
-      bitset->array = NULL; // pedantic
-    }
-    free(bitset);
-}
-
-/* duplicate container. */
-bitset_container_t *bitset_container_clone(const bitset_container_t *src) {
-    bitset_container_t *bitset =
-        (bitset_container_t *)malloc(sizeof(bitset_container_t));
-
-    if (!bitset) {
-        return NULL;
-    }
-    // sizeof(__m256i) == 32
-    bitset->array = (uint64_t *)aligned_malloc(
-        32, sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-    if (!bitset->array) {
-        free(bitset);
-        return NULL;
-    }
-    bitset->cardinality = src->cardinality;
-    memcpy(bitset->array, src->array,
-           sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-    return bitset;
-}
-
-void bitset_container_set_range(bitset_container_t *bitset, uint32_t begin,
-                                uint32_t end) {
-    bitset_set_range(bitset->array, begin, end);
-    bitset->cardinality =
-        bitset_container_compute_cardinality(bitset);  // could be smarter
-}
-
-
-bool bitset_container_intersect(const bitset_container_t *src_1,
-                                  const bitset_container_t *src_2) {
-	// could vectorize, but this is probably already quite fast in practice
-    const uint64_t * __restrict__ array_1 = src_1->array;
-    const uint64_t * __restrict__ array_2 = src_2->array;
-	for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i ++) {
-        if((array_1[i] & array_2[i]) != 0) return true;
-    }
-    return false;
-}
-
-
-#ifdef USEAVX
-#ifndef WORDS_IN_AVX2_REG
-#define WORDS_IN_AVX2_REG sizeof(__m256i) / sizeof(uint64_t)
-#endif
-/* Get the number of bits set (force computation) */
-int bitset_container_compute_cardinality(const bitset_container_t *bitset) {
-    return (int) avx2_harley_seal_popcount256(
-        (const __m256i *)bitset->array,
-        BITSET_CONTAINER_SIZE_IN_WORDS / (WORDS_IN_AVX2_REG));
-}
-#else
-
-/* Get the number of bits set (force computation) */
-int bitset_container_compute_cardinality(const bitset_container_t *bitset) {
-    const uint64_t *array = bitset->array;
-    int32_t sum = 0;
-    for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i += 4) {
-        sum += hamming(array[i]);
-        sum += hamming(array[i + 1]);
-        sum += hamming(array[i + 2]);
-        sum += hamming(array[i + 3]);
-    }
-    return sum;
-}
-
-#endif
-
-#ifdef USEAVX
-
-#define BITSET_CONTAINER_FN_REPEAT 8
-#ifndef WORDS_IN_AVX2_REG
-#define WORDS_IN_AVX2_REG sizeof(__m256i) / sizeof(uint64_t)
-#endif
-#define LOOP_SIZE                    \
-    BITSET_CONTAINER_SIZE_IN_WORDS / \
-        ((WORDS_IN_AVX2_REG)*BITSET_CONTAINER_FN_REPEAT)
-
-/* Computes a binary operation (eg union) on bitset1 and bitset2 and write the
-   result to bitsetout */
-// clang-format off
-#define BITSET_CONTAINER_FN(opname, opsymbol, avx_intrinsic)            \
-int bitset_container_##opname##_nocard(const bitset_container_t *src_1, \
-                                       const bitset_container_t *src_2, \
-                                       bitset_container_t *dst) {       \
-    const uint8_t * __restrict__ array_1 = (const uint8_t *)src_1->array; \
-    const uint8_t * __restrict__ array_2 = (const uint8_t *)src_2->array; \
-    /* not using the blocking optimization for some reason*/            \
-    uint8_t *out = (uint8_t*)dst->array;                                \
-    const int innerloop = 8;                                            \
-    for (size_t i = 0;                                                  \
-        i < BITSET_CONTAINER_SIZE_IN_WORDS / (WORDS_IN_AVX2_REG);       \
-                                                         i+=innerloop) {\
-        __m256i A1, A2, AO;                                             \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1));                  \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2));                  \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)out, AO);                        \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 32));             \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 32));             \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+32), AO);                   \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 64));             \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 64));             \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+64), AO);                   \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 96));             \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 96));             \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+96), AO);                   \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 128));            \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 128));            \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+128), AO);                  \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 160));            \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 160));            \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+160), AO);                  \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 192));            \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 192));            \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+192), AO);                  \
-        A1 = _mm256_lddqu_si256((const __m256i *)(array_1 + 224));            \
-        A2 = _mm256_lddqu_si256((const __m256i *)(array_2 + 224));            \
-        AO = avx_intrinsic(A2, A1);                                     \
-        _mm256_storeu_si256((__m256i *)(out+224), AO);                  \
-        out+=256;                                                       \
-        array_1 += 256;                                                 \
-        array_2 += 256;                                                 \
-    }                                                                   \
-    dst->cardinality = BITSET_UNKNOWN_CARDINALITY;                      \
-    return dst->cardinality;                                            \
-}                                                                       \
-/* next, a version that updates cardinality*/                           \
-int bitset_container_##opname(const bitset_container_t *src_1,          \
-                              const bitset_container_t *src_2,          \
-                              bitset_container_t *dst) {                \
-    const __m256i * __restrict__ array_1 = (const __m256i *) src_1->array; \
-    const __m256i * __restrict__ array_2 = (const __m256i *) src_2->array; \
-    __m256i *out = (__m256i *) dst->array;                              \
-    dst->cardinality = (int32_t)avx2_harley_seal_popcount256andstore_##opname(array_2,\
-    		array_1, out,BITSET_CONTAINER_SIZE_IN_WORDS / (WORDS_IN_AVX2_REG));\
-    return dst->cardinality;                                            \
-}                                                                       \
-/* next, a version that just computes the cardinality*/                 \
-int bitset_container_##opname##_justcard(const bitset_container_t *src_1, \
-                              const bitset_container_t *src_2) {        \
-    const __m256i * __restrict__ data1 = (const __m256i *) src_1->array; \
-    const __m256i * __restrict__ data2 = (const __m256i *) src_2->array; \
-    return (int)avx2_harley_seal_popcount256_##opname(data2,                \
-    		data1, BITSET_CONTAINER_SIZE_IN_WORDS / (WORDS_IN_AVX2_REG));\
-}
-
-
-
-#else /* not USEAVX  */
-
-#define BITSET_CONTAINER_FN(opname, opsymbol, avxintrinsic)               \
-int bitset_container_##opname(const bitset_container_t *src_1,            \
-                              const bitset_container_t *src_2,            \
-                              bitset_container_t *dst) {                  \
-    const uint64_t * __restrict__ array_1 = src_1->array;                 \
-    const uint64_t * __restrict__ array_2 = src_2->array;                 \
-    uint64_t *out = dst->array;                                           \
-    int32_t sum = 0;                                                      \
-    for (size_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i += 2) {      \
-        const uint64_t word_1 = (array_1[i])opsymbol(array_2[i]),         \
-                       word_2 = (array_1[i + 1])opsymbol(array_2[i + 1]); \
-        out[i] = word_1;                                                  \
-        out[i + 1] = word_2;                                              \
-        sum += hamming(word_1);                                    \
-        sum += hamming(word_2);                                    \
-    }                                                                     \
-    dst->cardinality = sum;                                               \
-    return dst->cardinality;                                              \
-}                                                                         \
-int bitset_container_##opname##_nocard(const bitset_container_t *src_1,   \
-                                       const bitset_container_t *src_2,   \
-                                       bitset_container_t *dst) {         \
-    const uint64_t * __restrict__ array_1 = src_1->array;                 \
-    const uint64_t * __restrict__ array_2 = src_2->array;                 \
-    uint64_t *out = dst->array;                                           \
-    for (size_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i++) {         \
-        out[i] = (array_1[i])opsymbol(array_2[i]);                        \
-    }                                                                     \
-    dst->cardinality = BITSET_UNKNOWN_CARDINALITY;                        \
-    return dst->cardinality;                                              \
-}                                                                         \
-int bitset_container_##opname##_justcard(const bitset_container_t *src_1, \
-                              const bitset_container_t *src_2) {          \
-    const uint64_t * __restrict__ array_1 = src_1->array;                 \
-    const uint64_t * __restrict__ array_2 = src_2->array;                 \
-    int32_t sum = 0;                                                      \
-    for (size_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i += 2) {      \
-        const uint64_t word_1 = (array_1[i])opsymbol(array_2[i]),         \
-                       word_2 = (array_1[i + 1])opsymbol(array_2[i + 1]); \
-        sum += hamming(word_1);                                    \
-        sum += hamming(word_2);                                    \
-    }                                                                     \
-    return sum;                                                           \
-}
-
-#endif
-
-// we duplicate the function because other containers use the "or" term, makes API more consistent
-BITSET_CONTAINER_FN(or, |, _mm256_or_si256)
-BITSET_CONTAINER_FN(union, |, _mm256_or_si256)
-
-// we duplicate the function because other containers use the "intersection" term, makes API more consistent
-BITSET_CONTAINER_FN(and, &, _mm256_and_si256)
-BITSET_CONTAINER_FN(intersection, &, _mm256_and_si256)
-
-BITSET_CONTAINER_FN(xor, ^, _mm256_xor_si256)
-BITSET_CONTAINER_FN(andnot, &~, _mm256_andnot_si256)
-// clang-format On
-
-
-
-int bitset_container_to_uint32_array( void *vout, const bitset_container_t *cont, uint32_t base) {
-#ifdef USEAVX2FORDECODING
-	if(cont->cardinality >= 8192)// heuristic
-		return (int) bitset_extract_setbits_avx2(cont->array, BITSET_CONTAINER_SIZE_IN_WORDS, vout,cont->cardinality,base);
-	else
-		return (int) bitset_extract_setbits(cont->array, BITSET_CONTAINER_SIZE_IN_WORDS, vout,base);
-#else
-	return (int) bitset_extract_setbits(cont->array, BITSET_CONTAINER_SIZE_IN_WORDS, vout,base);
-#endif
-}
-
-/*
- * Print this container using printf (useful for debugging).
- */
-void bitset_container_printf(const bitset_container_t * v) {
-	printf("{");
-	uint32_t base = 0;
-	bool iamfirst = true;// TODO: rework so that this is not necessary yet still readable
-	for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i) {
-		uint64_t w = v->array[i];
-		while (w != 0) {
-			uint64_t t = w & (~w + 1);
-			int r = __builtin_ctzll(w);
-			if(iamfirst) {// predicted to be false
-				printf("%u",base + r);
-				iamfirst = false;
-			} else {
-				printf(",%u",base + r);
-			}
-			w ^= t;
-		}
-		base += 64;
-	}
-	printf("}");
-}
-
-
-/*
- * Print this container using printf as a comma-separated list of 32-bit integers starting at base.
- */
-void bitset_container_printf_as_uint32_array(const bitset_container_t * v, uint32_t base) {
-	bool iamfirst = true;// TODO: rework so that this is not necessary yet still readable
-	for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i) {
-		uint64_t w = v->array[i];
-		while (w != 0) {
-			uint64_t t = w & (~w + 1);
-			int r = __builtin_ctzll(w);
-			if(iamfirst) {// predicted to be false
-				printf("%u", r + base);
-				iamfirst = false;
-			} else {
-				printf(",%u",r + base);
-			}
-			w ^= t;
-		}
-		base += 64;
-	}
-}
-
-
-// TODO: use the fast lower bound, also
-int bitset_container_number_of_runs(bitset_container_t *b) {
-  int num_runs = 0;
-  uint64_t next_word = b->array[0];
-
-  for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS-1; ++i) {
-    uint64_t word = next_word;
-    next_word = b->array[i+1];
-    num_runs += hamming((~word) & (word << 1)) + ( (word >> 63) & ~next_word);
-  }
-
-  uint64_t word = next_word;
-  num_runs += hamming((~word) & (word << 1));
-  if((word & 0x8000000000000000ULL) != 0)
-    num_runs++;
-  return num_runs;
-}
-
-int32_t bitset_container_serialize(const bitset_container_t *container, char *buf) {
-  int32_t l = sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS;
-  memcpy(buf, container->array, l);
-  return(l);
-}
-
-
-
-int32_t bitset_container_write(const bitset_container_t *container,
-                                  char *buf) {
-	memcpy(buf, container->array, BITSET_CONTAINER_SIZE_IN_WORDS * sizeof(uint64_t));
-	return bitset_container_size_in_bytes(container);
-}
-
-
-int32_t bitset_container_read(int32_t cardinality, bitset_container_t *container,
-		const char *buf)  {
-	container->cardinality = cardinality;
-	memcpy(container->array, buf, BITSET_CONTAINER_SIZE_IN_WORDS * sizeof(uint64_t));
-	return bitset_container_size_in_bytes(container);
-}
-
-uint32_t bitset_container_serialization_len() {
-  return(sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS);
-}
-
-void* bitset_container_deserialize(const char *buf, size_t buf_len) {
-  bitset_container_t *ptr;
-  size_t l = sizeof(uint64_t) * BITSET_CONTAINER_SIZE_IN_WORDS;
-
-  if(l != buf_len)
-    return(NULL);
-
-  if((ptr = (bitset_container_t *)malloc(sizeof(bitset_container_t))) != NULL) {
-    memcpy(ptr, buf, sizeof(bitset_container_t));
-    // sizeof(__m256i) == 32
-    ptr->array = (uint64_t *) aligned_malloc(32, l);
-    if (! ptr->array) {
-        free(ptr);
-        return NULL;
-    }
-    memcpy(ptr->array, buf, l);
-    ptr->cardinality = bitset_container_compute_cardinality(ptr);
-  }
-
-  return((void*)ptr);
-}
-
-bool bitset_container_iterate(const bitset_container_t *cont, uint32_t base, roaring_iterator iterator, void *ptr) {
-  for (int32_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i ) {
-    uint64_t w = cont->array[i];
-    while (w != 0) {
-      uint64_t t = w & (~w + 1);
-      int r = __builtin_ctzll(w);
-      if(!iterator(r + base, ptr)) return false;
-      w ^= t;
-    }
-    base += 64;
-  }
-  return true;
-}
-
-bool bitset_container_iterate64(const bitset_container_t *cont, uint32_t base, roaring_iterator64 iterator, uint64_t high_bits, void *ptr) {
-  for (int32_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i ) {
-    uint64_t w = cont->array[i];
-    while (w != 0) {
-      uint64_t t = w & (~w + 1);
-      int r = __builtin_ctzll(w);
-      if(!iterator(high_bits | (uint64_t)(r + base), ptr)) return false;
-      w ^= t;
-    }
-    base += 64;
-  }
-  return true;
-}
-
-
-bool bitset_container_equals(const bitset_container_t *container1, const bitset_container_t *container2) {
-	if((container1->cardinality != BITSET_UNKNOWN_CARDINALITY) && (container2->cardinality != BITSET_UNKNOWN_CARDINALITY)) {
-		if(container1->cardinality != container2->cardinality) {
-			return false;
-		}
-	}
-	for(int32_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i ) {
-		if(container1->array[i] != container2->array[i]) {
-			return false;
-		}
-	}
-	return true;
-}
-
-bool bitset_container_is_subset(const bitset_container_t *container1,
-                          const bitset_container_t *container2) {
-    if((container1->cardinality != BITSET_UNKNOWN_CARDINALITY) && (container2->cardinality != BITSET_UNKNOWN_CARDINALITY)) {
-        if(container1->cardinality > container2->cardinality) {
-            return false;
-        }
-    }
-    for(int32_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i ) {
-		if((container1->array[i] & container2->array[i]) != container1->array[i]) {
-			return false;
-		}
-	}
-	return true;
-}
-
-bool bitset_container_select(const bitset_container_t *container, uint32_t *start_rank, uint32_t rank, uint32_t *element) {
-    int card = bitset_container_cardinality(container);
-    if(rank >= *start_rank + card) {
-        *start_rank += card;
-        return false;
-    }
-    const uint64_t *array = container->array;
-    int32_t size;
-    for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i += 1) {
-        size = hamming(array[i]);
-        if(rank <= *start_rank + size) {
-            uint64_t w = container->array[i];
-            uint16_t base = i*64;
-            while (w != 0) {
-                uint64_t t = w & (~w + 1);
-                int r = __builtin_ctzll(w);
-                if(*start_rank == rank) {
-                    *element = r+base;
-                    return true;
-                }
-                w ^= t;
-                *start_rank += 1;
-            }
-        }
-        else
-            *start_rank += size;
-    }
-    assert(false);
-    __builtin_unreachable();
-}
-
-
-/* Returns the smallest value (assumes not empty) */
-uint16_t bitset_container_minimum(const bitset_container_t *container) {
-  for (int32_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i ) {
-    uint64_t w = container->array[i];
-    if (w != 0) {
-      int r = __builtin_ctzll(w);
-      return r + i * 64;
-    }
-  }
-  return UINT16_MAX;
-}
-
-/* Returns the largest value (assumes not empty) */
-uint16_t bitset_container_maximum(const bitset_container_t *container) {
-  for (int32_t i = BITSET_CONTAINER_SIZE_IN_WORDS - 1; i > 0; --i ) {
-    uint64_t w = container->array[i];
-    if (w != 0) {
-      int r = __builtin_clzll(w);
-      return i * 64 + 63  - r;
-    }
-  }
-  return 0;
-}
-
-/* Returns the number of values equal or smaller than x */
-int bitset_container_rank(const bitset_container_t *container, uint16_t x) {
-  uint32_t x32 = x;
-  int sum = 0;
-  uint32_t k = 0;
-  for (; k + 63 <= x32; k += 64)  {
-    sum += hamming(container->array[k / 64]);
-  }
-  // at this point, we have covered everything up to k, k not included.
-  // we have that k < x, but not so large that k+63<=x
-  // k is a power of 64
-  int bitsleft = x32 - k + 1;// will be in [0,64)
-  uint64_t leftoverword = container->array[k / 64];// k / 64 should be within scope
-  leftoverword = leftoverword & ((UINT64_C(1) << bitsleft) - 1);
-  sum += hamming(leftoverword);
-  return sum;
-}
-
-/* Returns the index of the first value equal or larger than x, or -1 */
-int bitset_container_index_equalorlarger(const bitset_container_t *container, uint16_t x) {
-  uint32_t x32 = x;
-  uint32_t k = x32 / 64;
-  uint64_t word = container->array[k];
-  const int diff = x32 - k * 64; // in [0,64)
-  word = (word >> diff) << diff; // a mask is faster, but we don't care
-  while(word == 0) {
-    k++;
-    if(k == BITSET_CONTAINER_SIZE_IN_WORDS) return -1;
-    word = container->array[k];
-  }
-  return k * 64 + __builtin_ctzll(word);
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/bitset.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/containers.c */
-
-
-extern inline const void *container_unwrap_shared(
-    const void *candidate_shared_container, uint8_t *type);
-extern inline void *container_mutable_unwrap_shared(
-    void *candidate_shared_container, uint8_t *type);
-
-extern const char *get_container_name(uint8_t typecode);
-
-extern int container_get_cardinality(const void *container, uint8_t typecode);
-
-extern void *container_iand(void *c1, uint8_t type1, const void *c2,
-                            uint8_t type2, uint8_t *result_type);
-
-extern void *container_ior(void *c1, uint8_t type1, const void *c2,
-                           uint8_t type2, uint8_t *result_type);
-
-extern void *container_ixor(void *c1, uint8_t type1, const void *c2,
-                            uint8_t type2, uint8_t *result_type);
-
-extern void *container_iandnot(void *c1, uint8_t type1, const void *c2,
-                               uint8_t type2, uint8_t *result_type);
-
-void container_free(void *container, uint8_t typecode) {
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            bitset_container_free((bitset_container_t *)container);
-            break;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            array_container_free((array_container_t *)container);
-            break;
-        case RUN_CONTAINER_TYPE_CODE:
-            run_container_free((run_container_t *)container);
-            break;
-        case SHARED_CONTAINER_TYPE_CODE:
-            shared_container_free((shared_container_t *)container);
-            break;
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-}
-
-void container_printf(const void *container, uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            bitset_container_printf((const bitset_container_t *)container);
-            return;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            array_container_printf((const array_container_t *)container);
-            return;
-        case RUN_CONTAINER_TYPE_CODE:
-            run_container_printf((const run_container_t *)container);
-            return;
-        default:
-            __builtin_unreachable();
-    }
-}
-
-void container_printf_as_uint32_array(const void *container, uint8_t typecode,
-                                      uint32_t base) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            bitset_container_printf_as_uint32_array(
-                (const bitset_container_t *)container, base);
-            return;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            array_container_printf_as_uint32_array(
-                (const array_container_t *)container, base);
-            return;
-        case RUN_CONTAINER_TYPE_CODE:
-            run_container_printf_as_uint32_array(
-                (const run_container_t *)container, base);
-            return;
-            return;
-        default:
-            __builtin_unreachable();
-    }
-}
-
-int32_t container_serialize(const void *container, uint8_t typecode,
-                            char *buf) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return (bitset_container_serialize((const bitset_container_t *)container,
-                                               buf));
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return (
-                array_container_serialize((const array_container_t *)container, buf));
-        case RUN_CONTAINER_TYPE_CODE:
-            return (run_container_serialize((const run_container_t *)container, buf));
-        default:
-            assert(0);
-            __builtin_unreachable();
-            return (-1);
-    }
-}
-
-uint32_t container_serialization_len(const void *container, uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_serialization_len();
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_serialization_len(
-                (const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_serialization_len(
-                (const run_container_t *)container);
-        default:
-            assert(0);
-            __builtin_unreachable();
-            return (0);
-    }
-}
-
-void *container_deserialize(uint8_t typecode, const char *buf, size_t buf_len) {
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return (bitset_container_deserialize(buf, buf_len));
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return (array_container_deserialize(buf, buf_len));
-        case RUN_CONTAINER_TYPE_CODE:
-            return (run_container_deserialize(buf, buf_len));
-        case SHARED_CONTAINER_TYPE_CODE:
-            printf("this should never happen.\n");
-            assert(0);
-            __builtin_unreachable();
-            return (NULL);
-        default:
-            assert(0);
-            __builtin_unreachable();
-            return (NULL);
-    }
-}
-
-extern bool container_nonzero_cardinality(const void *container,
-                                          uint8_t typecode);
-
-extern void container_free(void *container, uint8_t typecode);
-
-extern int container_to_uint32_array(uint32_t *output, const void *container,
-                                     uint8_t typecode, uint32_t base);
-
-extern void *container_add(void *container, uint16_t val, uint8_t typecode,
-                           uint8_t *new_typecode);
-
-extern inline bool container_contains(const void *container, uint16_t val,
-                                      uint8_t typecode);
-
-extern void *container_clone(const void *container, uint8_t typecode);
-
-extern void *container_and(const void *c1, uint8_t type1, const void *c2,
-                           uint8_t type2, uint8_t *result_type);
-
-extern void *container_or(const void *c1, uint8_t type1, const void *c2,
-                          uint8_t type2, uint8_t *result_type);
-
-extern void *container_xor(const void *c1, uint8_t type1, const void *c2,
-                           uint8_t type2, uint8_t *result_type);
-
-void *get_copy_of_container(void *container, uint8_t *typecode,
-                            bool copy_on_write) {
-    if (copy_on_write) {
-        shared_container_t *shared_container;
-        if (*typecode == SHARED_CONTAINER_TYPE_CODE) {
-            shared_container = (shared_container_t *)container;
-            shared_container->counter += 1;
-            return shared_container;
-        }
-        assert(*typecode != SHARED_CONTAINER_TYPE_CODE);
-
-        if ((shared_container = (shared_container_t *)malloc(
-                 sizeof(shared_container_t))) == NULL) {
-            return NULL;
-        }
-
-        shared_container->container = container;
-        shared_container->typecode = *typecode;
-
-        shared_container->counter = 2;
-        *typecode = SHARED_CONTAINER_TYPE_CODE;
-
-        return shared_container;
-    }  // copy_on_write
-    // otherwise, no copy on write...
-    const void *actualcontainer =
-        container_unwrap_shared((const void *)container, typecode);
-    assert(*typecode != SHARED_CONTAINER_TYPE_CODE);
-    return container_clone(actualcontainer, *typecode);
-}
-/**
- * Copies a container, requires a typecode. This allocates new memory, caller
- * is responsible for deallocation.
- */
-void *container_clone(const void *container, uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_clone((const bitset_container_t *)container);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_clone((const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_clone((const run_container_t *)container);
-        case SHARED_CONTAINER_TYPE_CODE:
-            printf("shared containers are not cloneable\n");
-            assert(false);
-            return NULL;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-void *shared_container_extract_copy(shared_container_t *container,
-                                    uint8_t *typecode) {
-    assert(container->counter > 0);
-    assert(container->typecode != SHARED_CONTAINER_TYPE_CODE);
-    container->counter--;
-    *typecode = container->typecode;
-    void *answer;
-    if (container->counter == 0) {
-        answer = container->container;
-        container->container = NULL;  // paranoid
-        free(container);
-    } else {
-        answer = container_clone(container->container, *typecode);
-    }
-    assert(*typecode != SHARED_CONTAINER_TYPE_CODE);
-    return answer;
-}
-
-void shared_container_free(shared_container_t *container) {
-    assert(container->counter > 0);
-    container->counter--;
-    if (container->counter == 0) {
-        assert(container->typecode != SHARED_CONTAINER_TYPE_CODE);
-        container_free(container->container, container->typecode);
-        container->container = NULL;  // paranoid
-        free(container);
-    }
-}
-
-extern void *container_not(const void *c1, uint8_t type1, uint8_t *result_type);
-
-extern void *container_not_range(const void *c1, uint8_t type1,
-                                 uint32_t range_start, uint32_t range_end,
-                                 uint8_t *result_type);
-
-extern void *container_inot(void *c1, uint8_t type1, uint8_t *result_type);
-
-extern void *container_inot_range(void *c1, uint8_t type1, uint32_t range_start,
-                                  uint32_t range_end, uint8_t *result_type);
-
-extern void *container_range_of_ones(uint32_t range_start, uint32_t range_end,
-                                     uint8_t *result_type);
-
-// where are the correponding things for union and intersection??
-extern void *container_lazy_xor(const void *c1, uint8_t type1, const void *c2,
-                                uint8_t type2, uint8_t *result_type);
-
-extern void *container_lazy_ixor(void *c1, uint8_t type1, const void *c2,
-                                 uint8_t type2, uint8_t *result_type);
-
-extern void *container_andnot(const void *c1, uint8_t type1, const void *c2,
-                              uint8_t type2, uint8_t *result_type);
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/containers.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/convert.c */
-#include <stdio.h>
-
-
-// file contains grubby stuff that must know impl. details of all container
-// types.
-bitset_container_t *bitset_container_from_array(const array_container_t *a) {
-    bitset_container_t *ans = bitset_container_create();
-    int limit = array_container_cardinality(a);
-    for (int i = 0; i < limit; ++i) bitset_container_set(ans, a->array[i]);
-    return ans;
-}
-
-bitset_container_t *bitset_container_from_run(const run_container_t *arr) {
-    int card = run_container_cardinality(arr);
-    bitset_container_t *answer = bitset_container_create();
-    for (int rlepos = 0; rlepos < arr->n_runs; ++rlepos) {
-        rle16_t vl = arr->runs[rlepos];
-        bitset_set_lenrange(answer->array, vl.value, vl.length);
-    }
-    answer->cardinality = card;
-    return answer;
-}
-
-array_container_t *array_container_from_run(const run_container_t *arr) {
-    array_container_t *answer =
-        array_container_create_given_capacity(run_container_cardinality(arr));
-    answer->cardinality = 0;
-    for (int rlepos = 0; rlepos < arr->n_runs; ++rlepos) {
-        int run_start = arr->runs[rlepos].value;
-        int run_end = run_start + arr->runs[rlepos].length;
-
-        for (int run_value = run_start; run_value <= run_end; ++run_value) {
-            answer->array[answer->cardinality++] = (uint16_t)run_value;
-        }
-    }
-    return answer;
-}
-
-array_container_t *array_container_from_bitset(const bitset_container_t *bits) {
-    array_container_t *result =
-        array_container_create_given_capacity(bits->cardinality);
-    result->cardinality = bits->cardinality;
-    //  sse version ends up being slower here
-    // (bitset_extract_setbits_sse_uint16)
-    // because of the sparsity of the data
-    bitset_extract_setbits_uint16(bits->array, BITSET_CONTAINER_SIZE_IN_WORDS,
-                                  result->array, 0);
-    return result;
-}
-
-/* assumes that container has adequate space.  Run from [s,e] (inclusive) */
-static void add_run(run_container_t *r, int s, int e) {
-    r->runs[r->n_runs].value = s;
-    r->runs[r->n_runs].length = e - s;
-    r->n_runs++;
-}
-
-run_container_t *run_container_from_array(const array_container_t *c) {
-    int32_t n_runs = array_container_number_of_runs(c);
-    run_container_t *answer = run_container_create_given_capacity(n_runs);
-    int prev = -2;
-    int run_start = -1;
-    int32_t card = c->cardinality;
-    if (card == 0) return answer;
-    for (int i = 0; i < card; ++i) {
-        const uint16_t cur_val = c->array[i];
-        if (cur_val != prev + 1) {
-            // new run starts; flush old one, if any
-            if (run_start != -1) add_run(answer, run_start, prev);
-            run_start = cur_val;
-        }
-        prev = c->array[i];
-    }
-    // now prev is the last seen value
-    add_run(answer, run_start, prev);
-    // assert(run_container_cardinality(answer) == c->cardinality);
-    return answer;
-}
-
-/**
- * Convert the runcontainer to either a Bitmap or an Array Container, depending
- * on the cardinality.  Frees the container.
- * Allocates and returns new container, which caller is responsible for freeing
- */
-
-void *convert_to_bitset_or_array_container(run_container_t *r, int32_t card,
-                                           uint8_t *resulttype) {
-    if (card <= DEFAULT_MAX_SIZE) {
-        array_container_t *answer = array_container_create_given_capacity(card);
-        answer->cardinality = 0;
-        for (int rlepos = 0; rlepos < r->n_runs; ++rlepos) {
-            uint16_t run_start = r->runs[rlepos].value;
-            uint16_t run_end = run_start + r->runs[rlepos].length;
-            for (uint16_t run_value = run_start; run_value <= run_end;
-                 ++run_value) {
-                answer->array[answer->cardinality++] = run_value;
-            }
-        }
-        assert(card == answer->cardinality);
-        *resulttype = ARRAY_CONTAINER_TYPE_CODE;
-        run_container_free(r);
-        return answer;
-    }
-    bitset_container_t *answer = bitset_container_create();
-    for (int rlepos = 0; rlepos < r->n_runs; ++rlepos) {
-        uint16_t run_start = r->runs[rlepos].value;
-        bitset_set_lenrange(answer->array, run_start, r->runs[rlepos].length);
-    }
-    answer->cardinality = card;
-    *resulttype = BITSET_CONTAINER_TYPE_CODE;
-    run_container_free(r);
-    return answer;
-}
-
-/* Converts a run container to either an array or a bitset, IF it saves space.
- */
-/* If a conversion occurs, the caller is responsible to free the original
- * container and
- * he becomes responsible to free the new one. */
-void *convert_run_to_efficient_container(run_container_t *c,
-                                         uint8_t *typecode_after) {
-    int32_t size_as_run_container =
-        run_container_serialized_size_in_bytes(c->n_runs);
-
-    int32_t size_as_bitset_container =
-        bitset_container_serialized_size_in_bytes();
-    int32_t card = run_container_cardinality(c);
-    int32_t size_as_array_container =
-        array_container_serialized_size_in_bytes(card);
-
-    int32_t min_size_non_run =
-        size_as_bitset_container < size_as_array_container
-            ? size_as_bitset_container
-            : size_as_array_container;
-    if (size_as_run_container <= min_size_non_run) {  // no conversion
-        *typecode_after = RUN_CONTAINER_TYPE_CODE;
-        return c;
-    }
-    if (card <= DEFAULT_MAX_SIZE) {
-        // to array
-        array_container_t *answer = array_container_create_given_capacity(card);
-        answer->cardinality = 0;
-        for (int rlepos = 0; rlepos < c->n_runs; ++rlepos) {
-            int run_start = c->runs[rlepos].value;
-            int run_end = run_start + c->runs[rlepos].length;
-
-            for (int run_value = run_start; run_value <= run_end; ++run_value) {
-                answer->array[answer->cardinality++] = (uint16_t)run_value;
-            }
-        }
-        *typecode_after = ARRAY_CONTAINER_TYPE_CODE;
-        return answer;
-    }
-
-    // else to bitset
-    bitset_container_t *answer = bitset_container_create();
-
-    for (int rlepos = 0; rlepos < c->n_runs; ++rlepos) {
-        int start = c->runs[rlepos].value;
-        int end = start + c->runs[rlepos].length;
-        bitset_set_range(answer->array, start, end + 1);
-    }
-    answer->cardinality = card;
-    *typecode_after = BITSET_CONTAINER_TYPE_CODE;
-    return answer;
-}
-
-// like convert_run_to_efficient_container but frees the old result if needed
-void *convert_run_to_efficient_container_and_free(run_container_t *c,
-                                                  uint8_t *typecode_after) {
-    void *answer = convert_run_to_efficient_container(c, typecode_after);
-    if (answer != c) run_container_free(c);
-    return answer;
-}
-
-/* once converted, the original container is disposed here, rather than
-   in roaring_array
-*/
-
-// TODO: split into run-  array-  and bitset-  subfunctions for sanity;
-// a few function calls won't really matter.
-
-void *convert_run_optimize(void *c, uint8_t typecode_original,
-                           uint8_t *typecode_after) {
-    if (typecode_original == RUN_CONTAINER_TYPE_CODE) {
-        void *newc = convert_run_to_efficient_container((run_container_t *)c,
-                                                        typecode_after);
-        if (newc != c) {
-            container_free(c, typecode_original);
-        }
-        return newc;
-    } else if (typecode_original == ARRAY_CONTAINER_TYPE_CODE) {
-        // it might need to be converted to a run container.
-        array_container_t *c_qua_array = (array_container_t *)c;
-        int32_t n_runs = array_container_number_of_runs(c_qua_array);
-        int32_t size_as_run_container =
-            run_container_serialized_size_in_bytes(n_runs);
-        int32_t card = array_container_cardinality(c_qua_array);
-        int32_t size_as_array_container =
-            array_container_serialized_size_in_bytes(card);
-
-        if (size_as_run_container >= size_as_array_container) {
-            *typecode_after = ARRAY_CONTAINER_TYPE_CODE;
-            return c;
-        }
-        // else convert array to run container
-        run_container_t *answer = run_container_create_given_capacity(n_runs);
-        int prev = -2;
-        int run_start = -1;
-
-        assert(card > 0);
-        for (int i = 0; i < card; ++i) {
-            uint16_t cur_val = c_qua_array->array[i];
-            if (cur_val != prev + 1) {
-                // new run starts; flush old one, if any
-                if (run_start != -1) add_run(answer, run_start, prev);
-                run_start = cur_val;
-            }
-            prev = c_qua_array->array[i];
-        }
-        assert(run_start >= 0);
-        // now prev is the last seen value
-        add_run(answer, run_start, prev);
-        *typecode_after = RUN_CONTAINER_TYPE_CODE;
-        array_container_free(c_qua_array);
-        return answer;
-    } else if (typecode_original ==
-               BITSET_CONTAINER_TYPE_CODE) {  // run conversions on bitset
-        // does bitset need conversion to run?
-        bitset_container_t *c_qua_bitset = (bitset_container_t *)c;
-        int32_t n_runs = bitset_container_number_of_runs(c_qua_bitset);
-        int32_t size_as_run_container =
-            run_container_serialized_size_in_bytes(n_runs);
-        int32_t size_as_bitset_container =
-            bitset_container_serialized_size_in_bytes();
-
-        if (size_as_bitset_container <= size_as_run_container) {
-            // no conversion needed.
-            *typecode_after = BITSET_CONTAINER_TYPE_CODE;
-            return c;
-        }
-        // bitset to runcontainer (ported from Java  RunContainer(
-        // BitmapContainer bc, int nbrRuns))
-        assert(n_runs > 0);  // no empty bitmaps
-        run_container_t *answer = run_container_create_given_capacity(n_runs);
-
-        int long_ctr = 0;
-        uint64_t cur_word = c_qua_bitset->array[0];
-        int run_count = 0;
-        while (true) {
-            while (cur_word == UINT64_C(0) &&
-                   long_ctr < BITSET_CONTAINER_SIZE_IN_WORDS - 1)
-                cur_word = c_qua_bitset->array[++long_ctr];
-
-            if (cur_word == UINT64_C(0)) {
-                bitset_container_free(c_qua_bitset);
-                *typecode_after = RUN_CONTAINER_TYPE_CODE;
-                return answer;
-            }
-
-            int local_run_start = __builtin_ctzll(cur_word);
-            int run_start = local_run_start + 64 * long_ctr;
-            uint64_t cur_word_with_1s = cur_word | (cur_word - 1);
-
-            int run_end = 0;
-            while (cur_word_with_1s == UINT64_C(0xFFFFFFFFFFFFFFFF) &&
-                   long_ctr < BITSET_CONTAINER_SIZE_IN_WORDS - 1)
-                cur_word_with_1s = c_qua_bitset->array[++long_ctr];
-
-            if (cur_word_with_1s == UINT64_C(0xFFFFFFFFFFFFFFFF)) {
-                run_end = 64 + long_ctr * 64;  // exclusive, I guess
-                add_run(answer, run_start, run_end - 1);
-                bitset_container_free(c_qua_bitset);
-                *typecode_after = RUN_CONTAINER_TYPE_CODE;
-                return answer;
-            }
-            int local_run_end = __builtin_ctzll(~cur_word_with_1s);
-            run_end = local_run_end + long_ctr * 64;
-            add_run(answer, run_start, run_end - 1);
-            run_count++;
-            cur_word = cur_word_with_1s & (cur_word_with_1s + 1);
-        }
-        return answer;
-    } else {
-        assert(false);
-        __builtin_unreachable();
-        return NULL;
-    }
-}
-
-bitset_container_t *bitset_container_from_run_range(const run_container_t *run,
-                                                    uint32_t min, uint32_t max) {
-    bitset_container_t *bitset = bitset_container_create();
-    int32_t union_cardinality = 0;
-    for (int32_t i = 0; i < run->n_runs; ++i) {
-        uint32_t rle_min = run->runs[i].value;
-        uint32_t rle_max = rle_min + run->runs[i].length;
-        bitset_set_lenrange(bitset->array, rle_min, rle_max - rle_min);
-        union_cardinality += run->runs[i].length + 1;
-    }
-    union_cardinality += max - min + 1;
-    union_cardinality -= bitset_lenrange_cardinality(bitset->array, min, max-min);
-    bitset_set_lenrange(bitset->array, min, max - min);
-    bitset->cardinality = union_cardinality;
-    return bitset;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/convert.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_andnot.c */
-/*
- * mixed_andnot.c.  More methods since operation is not symmetric,
- * except no "wide" andnot , so no lazy options motivated.
- */
-
-#include <assert.h>
-#include <string.h>
-
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst, a valid array container that could be the same as dst.*/
-void array_bitset_container_andnot(const array_container_t *src_1,
-                                   const bitset_container_t *src_2,
-                                   array_container_t *dst) {
-    // follows Java implementation as of June 2016
-    if (dst->capacity < src_1->cardinality) {
-        array_container_grow(dst, src_1->cardinality, false);
-    }
-    int32_t newcard = 0;
-    const int32_t origcard = src_1->cardinality;
-    for (int i = 0; i < origcard; ++i) {
-        uint16_t key = src_1->array[i];
-        dst->array[newcard] = key;
-        newcard += 1 - bitset_container_contains(src_2, key);
-    }
-    dst->cardinality = newcard;
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * src_1 */
-
-void array_bitset_container_iandnot(array_container_t *src_1,
-                                    const bitset_container_t *src_2) {
-    array_bitset_container_andnot(src_1, src_2, src_1);
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst, which does not initially have a valid container.
- * Return true for a bitset result; false for array
- */
-
-bool bitset_array_container_andnot(const bitset_container_t *src_1,
-                                   const array_container_t *src_2, void **dst) {
-    // Java did this directly, but we have option of asm or avx
-    bitset_container_t *result = bitset_container_create();
-    bitset_container_copy(src_1, result);
-    result->cardinality =
-        (int32_t)bitset_clear_list(result->array, (uint64_t)result->cardinality,
-                                   src_2->array, (uint64_t)src_2->cardinality);
-
-    // do required type conversions.
-    if (result->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(result);
-        bitset_container_free(result);
-        return false;
-    }
-    *dst = result;
-    return true;
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_array_container_iandnot(bitset_container_t *src_1,
-                                    const array_container_t *src_2,
-                                    void **dst) {
-    *dst = src_1;
-    src_1->cardinality =
-        (int32_t)bitset_clear_list(src_1->array, (uint64_t)src_1->cardinality,
-                                   src_2->array, (uint64_t)src_2->cardinality);
-
-    if (src_1->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(src_1);
-        bitset_container_free(src_1);
-        return false;  // not bitset
-    } else
-        return true;
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_andnot(const run_container_t *src_1,
-                                 const bitset_container_t *src_2, void **dst) {
-    // follows the Java implementation as of June 2016
-    int card = run_container_cardinality(src_1);
-    if (card <= DEFAULT_MAX_SIZE) {
-        // must be an array
-        array_container_t *answer = array_container_create_given_capacity(card);
-        answer->cardinality = 0;
-        for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-            rle16_t rle = src_1->runs[rlepos];
-            for (int run_value = rle.value; run_value <= rle.value + rle.length;
-                 ++run_value) {
-                if (!bitset_container_get(src_2, (uint16_t)run_value)) {
-                    answer->array[answer->cardinality++] = (uint16_t)run_value;
-                }
-            }
-        }
-        *dst = answer;
-        return false;
-    } else {  // we guess it will be a bitset, though have to check guess when
-              // done
-        bitset_container_t *answer = bitset_container_clone(src_2);
-
-        uint32_t last_pos = 0;
-        for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-            rle16_t rle = src_1->runs[rlepos];
-
-            uint32_t start = rle.value;
-            uint32_t end = start + rle.length + 1;
-            bitset_reset_range(answer->array, last_pos, start);
-            bitset_flip_range(answer->array, start, end);
-            last_pos = end;
-        }
-        bitset_reset_range(answer->array, last_pos, (uint32_t)(1 << 16));
-
-        answer->cardinality = bitset_container_compute_cardinality(answer);
-
-        if (answer->cardinality <= DEFAULT_MAX_SIZE) {
-            *dst = array_container_from_bitset(answer);
-            bitset_container_free(answer);
-            return false;  // not bitset
-        }
-        *dst = answer;
-        return true;  // bitset
-    }
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_iandnot(run_container_t *src_1,
-                                  const bitset_container_t *src_2, void **dst) {
-    // dummy implementation
-    bool ans = run_bitset_container_andnot(src_1, src_2, dst);
-    run_container_free(src_1);
-    return ans;
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset").  dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool bitset_run_container_andnot(const bitset_container_t *src_1,
-                                 const run_container_t *src_2, void **dst) {
-    // follows Java implementation
-    bitset_container_t *result = bitset_container_create();
-
-    bitset_container_copy(src_1, result);
-    for (int32_t rlepos = 0; rlepos < src_2->n_runs; ++rlepos) {
-        rle16_t rle = src_2->runs[rlepos];
-        bitset_reset_range(result->array, rle.value,
-                           rle.value + rle.length + UINT32_C(1));
-    }
-    result->cardinality = bitset_container_compute_cardinality(result);
-
-    if (result->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(result);
-        bitset_container_free(result);
-        return false;  // not bitset
-    }
-    *dst = result;
-    return true;  // bitset
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_run_container_iandnot(bitset_container_t *src_1,
-                                  const run_container_t *src_2, void **dst) {
-    *dst = src_1;
-
-    for (int32_t rlepos = 0; rlepos < src_2->n_runs; ++rlepos) {
-        rle16_t rle = src_2->runs[rlepos];
-        bitset_reset_range(src_1->array, rle.value,
-                           rle.value + rle.length + UINT32_C(1));
-    }
-    src_1->cardinality = bitset_container_compute_cardinality(src_1);
-
-    if (src_1->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(src_1);
-        bitset_container_free(src_1);
-        return false;  // not bitset
-    } else
-        return true;
-}
-
-/* helper. a_out must be a valid array container with adequate capacity.
- * Returns the cardinality of the output container. Partly Based on Java
- * implementation Util.unsignedDifference.
- *
- * TODO: Util.unsignedDifference does not use advanceUntil.  Is it cheaper
- * to avoid advanceUntil?
- */
-
-static int run_array_array_subtract(const run_container_t *r,
-                                    const array_container_t *a_in,
-                                    array_container_t *a_out) {
-    int out_card = 0;
-    int32_t in_array_pos =
-        -1;  // since advanceUntil always assumes we start the search AFTER this
-
-    for (int rlepos = 0; rlepos < r->n_runs; rlepos++) {
-        int32_t start = r->runs[rlepos].value;
-        int32_t end = start + r->runs[rlepos].length + 1;
-
-        in_array_pos = advanceUntil(a_in->array, in_array_pos,
-                                    a_in->cardinality, (uint16_t)start);
-
-        if (in_array_pos >= a_in->cardinality) {  // run has no items subtracted
-            for (int32_t i = start; i < end; ++i)
-                a_out->array[out_card++] = (uint16_t)i;
-        } else {
-            uint16_t next_nonincluded = a_in->array[in_array_pos];
-            if (next_nonincluded >= end) {
-                // another case when run goes unaltered
-                for (int32_t i = start; i < end; ++i)
-                    a_out->array[out_card++] = (uint16_t)i;
-                in_array_pos--;  // ensure we see this item again if necessary
-            } else {
-                for (int32_t i = start; i < end; ++i)
-                    if (i != next_nonincluded)
-                        a_out->array[out_card++] = (uint16_t)i;
-                    else  // 0 should ensure  we don't match
-                        next_nonincluded =
-                            (in_array_pos + 1 >= a_in->cardinality)
-                                ? 0
-                                : a_in->array[++in_array_pos];
-                in_array_pos--;  // see again
-            }
-        }
-    }
-    return out_card;
-}
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any type of container.
- */
-
-int run_array_container_andnot(const run_container_t *src_1,
-                               const array_container_t *src_2, void **dst) {
-    // follows the Java impl as of June 2016
-
-    int card = run_container_cardinality(src_1);
-    const int arbitrary_threshold = 32;
-
-    if (card <= arbitrary_threshold) {
-        if (src_2->cardinality == 0) {
-            *dst = run_container_clone(src_1);
-            return RUN_CONTAINER_TYPE_CODE;
-        }
-        // Java's "lazyandNot.toEfficientContainer" thing
-        run_container_t *answer = run_container_create_given_capacity(
-            card + array_container_cardinality(src_2));
-
-        int rlepos = 0;
-        int xrlepos = 0;  // "x" is src_2
-        rle16_t rle = src_1->runs[rlepos];
-        int32_t start = rle.value;
-        int32_t end = start + rle.length + 1;
-        int32_t xstart = src_2->array[xrlepos];
-
-        while ((rlepos < src_1->n_runs) && (xrlepos < src_2->cardinality)) {
-            if (end <= xstart) {
-                // output the first run
-                answer->runs[answer->n_runs++] =
-                    (rle16_t){.value = (uint16_t)start,
-                              .length = (uint16_t)(end - start - 1)};
-                rlepos++;
-                if (rlepos < src_1->n_runs) {
-                    start = src_1->runs[rlepos].value;
-                    end = start + src_1->runs[rlepos].length + 1;
-                }
-            } else if (xstart + 1 <= start) {
-                // exit the second run
-                xrlepos++;
-                if (xrlepos < src_2->cardinality) {
-                    xstart = src_2->array[xrlepos];
-                }
-            } else {
-                if (start < xstart) {
-                    answer->runs[answer->n_runs++] =
-                        (rle16_t){.value = (uint16_t)start,
-                                  .length = (uint16_t)(xstart - start - 1)};
-                }
-                if (xstart + 1 < end) {
-                    start = xstart + 1;
-                } else {
-                    rlepos++;
-                    if (rlepos < src_1->n_runs) {
-                        start = src_1->runs[rlepos].value;
-                        end = start + src_1->runs[rlepos].length + 1;
-                    }
-                }
-            }
-        }
-        if (rlepos < src_1->n_runs) {
-            answer->runs[answer->n_runs++] =
-                (rle16_t){.value = (uint16_t)start,
-                          .length = (uint16_t)(end - start - 1)};
-            rlepos++;
-            if (rlepos < src_1->n_runs) {
-                memcpy(answer->runs + answer->n_runs, src_1->runs + rlepos,
-                       (src_1->n_runs - rlepos) * sizeof(rle16_t));
-                answer->n_runs += (src_1->n_runs - rlepos);
-            }
-        }
-        uint8_t return_type;
-        *dst = convert_run_to_efficient_container(answer, &return_type);
-        if (answer != *dst) run_container_free(answer);
-        return return_type;
-    }
-    // else it's a bitmap or array
-
-    if (card <= DEFAULT_MAX_SIZE) {
-        array_container_t *ac = array_container_create_given_capacity(card);
-        // nb Java code used a generic iterator-based merge to compute
-        // difference
-        ac->cardinality = run_array_array_subtract(src_1, src_2, ac);
-        *dst = ac;
-        return ARRAY_CONTAINER_TYPE_CODE;
-    }
-    bitset_container_t *ans = bitset_container_from_run(src_1);
-    bool result_is_bitset = bitset_array_container_iandnot(ans, src_2, dst);
-    return (result_is_bitset ? BITSET_CONTAINER_TYPE_CODE
-                             : ARRAY_CONTAINER_TYPE_CODE);
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-int run_array_container_iandnot(run_container_t *src_1,
-                                const array_container_t *src_2, void **dst) {
-    // dummy implementation same as June 2016 Java
-    int ans = run_array_container_andnot(src_1, src_2, dst);
-    run_container_free(src_1);
-    return ans;
-}
-
-/* dst must be a valid array container, allowed to be src_1 */
-
-void array_run_container_andnot(const array_container_t *src_1,
-                                const run_container_t *src_2,
-                                array_container_t *dst) {
-    // basically following Java impl as of June 2016
-    if (src_1->cardinality > dst->capacity) {
-        array_container_grow(dst, src_1->cardinality, false);
-    }
-
-    if (src_2->n_runs == 0) {
-        memmove(dst->array, src_1->array,
-                sizeof(uint16_t) * src_1->cardinality);
-        dst->cardinality = src_1->cardinality;
-        return;
-    }
-    int32_t run_start = src_2->runs[0].value;
-    int32_t run_end = run_start + src_2->runs[0].length;
-    int which_run = 0;
-
-    uint16_t val = 0;
-    int dest_card = 0;
-    for (int i = 0; i < src_1->cardinality; ++i) {
-        val = src_1->array[i];
-        if (val < run_start)
-            dst->array[dest_card++] = val;
-        else if (val <= run_end) {
-            ;  // omitted item
-        } else {
-            do {
-                if (which_run + 1 < src_2->n_runs) {
-                    ++which_run;
-                    run_start = src_2->runs[which_run].value;
-                    run_end = run_start + src_2->runs[which_run].length;
-
-                } else
-                    run_start = run_end = (1 << 16) + 1;
-            } while (val > run_end);
-            --i;
-        }
-    }
-    dst->cardinality = dest_card;
-}
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-void array_run_container_iandnot(array_container_t *src_1,
-                                 const run_container_t *src_2) {
-    array_run_container_andnot(src_1, src_2, src_1);
-}
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int run_run_container_andnot(const run_container_t *src_1,
-                             const run_container_t *src_2, void **dst) {
-    run_container_t *ans = run_container_create();
-    run_container_andnot(src_1, src_2, ans);
-    uint8_t typecode_after;
-    *dst = convert_run_to_efficient_container_and_free(ans, &typecode_after);
-    return typecode_after;
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-int run_run_container_iandnot(run_container_t *src_1,
-                              const run_container_t *src_2, void **dst) {
-    // following Java impl as of June 2016 (dummy)
-    int ans = run_run_container_andnot(src_1, src_2, dst);
-    run_container_free(src_1);
-    return ans;
-}
-
-/*
- * dst is a valid array container and may be the same as src_1
- */
-
-void array_array_container_andnot(const array_container_t *src_1,
-                                  const array_container_t *src_2,
-                                  array_container_t *dst) {
-    array_container_andnot(src_1, src_2, dst);
-}
-
-/* inplace array-array andnot will always be able to reuse the space of
- * src_1 */
-void array_array_container_iandnot(array_container_t *src_1,
-                                   const array_container_t *src_2) {
-    array_container_andnot(src_1, src_2, src_1);
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially). Return value is
- * "dst is a bitset"
- */
-
-bool bitset_bitset_container_andnot(const bitset_container_t *src_1,
-                                    const bitset_container_t *src_2,
-                                    void **dst) {
-    bitset_container_t *ans = bitset_container_create();
-    int card = bitset_container_andnot(src_1, src_2, ans);
-    if (card <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(ans);
-        bitset_container_free(ans);
-        return false;  // not bitset
-    } else {
-        *dst = ans;
-        return true;
-    }
-}
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_bitset_container_iandnot(bitset_container_t *src_1,
-                                     const bitset_container_t *src_2,
-                                     void **dst) {
-    int card = bitset_container_andnot(src_1, src_2, src_1);
-    if (card <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(src_1);
-        bitset_container_free(src_1);
-        return false;  // not bitset
-    } else {
-        *dst = src_1;
-        return true;
-    }
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_andnot.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_equal.c */
-
-bool array_container_equal_bitset(const array_container_t* container1,
-                                  const bitset_container_t* container2) {
-    if (container2->cardinality != BITSET_UNKNOWN_CARDINALITY) {
-        if (container2->cardinality != container1->cardinality) {
-            return false;
-        }
-    }
-    int32_t pos = 0;
-    for (int32_t i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; ++i) {
-        uint64_t w = container2->array[i];
-        while (w != 0) {
-            uint64_t t = w & (~w + 1);
-            uint16_t r = i * 64 + __builtin_ctzll(w);
-            if (pos >= container1->cardinality) {
-                return false;
-            }
-            if (container1->array[pos] != r) {
-                return false;
-            }
-            ++pos;
-            w ^= t;
-        }
-    }
-    return (pos == container1->cardinality);
-}
-
-bool run_container_equals_array(const run_container_t* container1,
-                                const array_container_t* container2) {
-    if (run_container_cardinality(container1) != container2->cardinality)
-        return false;
-    int32_t pos = 0;
-    for (int i = 0; i < container1->n_runs; ++i) {
-        const uint32_t run_start = container1->runs[i].value;
-        const uint32_t le = container1->runs[i].length;
-
-        if (container2->array[pos] != run_start) {
-            return false;
-        }
-
-        if (container2->array[pos + le] != run_start + le) {
-            return false;
-        }
-
-        pos += le + 1;
-    }
-    return true;
-}
-
-bool run_container_equals_bitset(const run_container_t* container1,
-                                 const bitset_container_t* container2) {
-    if (container2->cardinality != BITSET_UNKNOWN_CARDINALITY) {
-        if (container2->cardinality != run_container_cardinality(container1)) {
-            return false;
-        }
-    } else {
-        int32_t card = bitset_container_compute_cardinality(
-            container2);  // modify container2?
-        if (card != run_container_cardinality(container1)) {
-            return false;
-        }
-    }
-    for (int i = 0; i < container1->n_runs; ++i) {
-        uint32_t run_start = container1->runs[i].value;
-        uint32_t le = container1->runs[i].length;
-        for (uint32_t j = run_start; j <= run_start + le; ++j) {
-            // todo: this code could be much faster
-            if (!bitset_container_contains(container2, j)) {
-                return false;
-            }
-        }
-    }
-    return true;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_equal.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_intersection.c */
-/*
- * mixed_intersection.c
- *
- */
-
-
-/* Compute the intersection of src_1 and src_2 and write the result to
- * dst.  */
-void array_bitset_container_intersection(const array_container_t *src_1,
-                                         const bitset_container_t *src_2,
-                                         array_container_t *dst) {
-    if (dst->capacity < src_1->cardinality) {
-        array_container_grow(dst, src_1->cardinality, false);
-    }
-    int32_t newcard = 0;  // dst could be src_1
-    const int32_t origcard = src_1->cardinality;
-    for (int i = 0; i < origcard; ++i) {
-        uint16_t key = src_1->array[i];
-        // this branchless approach is much faster...
-        dst->array[newcard] = key;
-        newcard += bitset_container_contains(src_2, key);
-        /**
-         * we could do it this way instead...
-         * if (bitset_container_contains(src_2, key)) {
-         * dst->array[newcard++] = key;
-         * }
-         * but if the result is unpredictible, the processor generates
-         * many mispredicted branches.
-         * Difference can be huge (from 3 cycles when predictible all the way
-         * to 16 cycles when unpredictible.
-         * See
-         * https://github.com/lemire/Code-used-on-Daniel-Lemire-s-blog/blob/master/extra/bitset/c/arraybitsetintersection.c
-         */
-    }
-    dst->cardinality = newcard;
-}
-
-/* Compute the size of the intersection of src_1 and src_2. */
-int array_bitset_container_intersection_cardinality(
-    const array_container_t *src_1, const bitset_container_t *src_2) {
-    int32_t newcard = 0;
-    const int32_t origcard = src_1->cardinality;
-    for (int i = 0; i < origcard; ++i) {
-        uint16_t key = src_1->array[i];
-        newcard += bitset_container_contains(src_2, key);
-    }
-    return newcard;
-}
-
-
-bool array_bitset_container_intersect(const array_container_t *src_1,
-                                         const bitset_container_t *src_2) {
-	const int32_t origcard = src_1->cardinality;
-	for (int i = 0; i < origcard; ++i) {
-	        uint16_t key = src_1->array[i];
-	        if(bitset_container_contains(src_2, key)) return true;
-	}
-	return false;
-}
-
-/* Compute the intersection of src_1 and src_2 and write the result to
- * dst. It is allowed for dst to be equal to src_1. We assume that dst is a
- * valid container. */
-void array_run_container_intersection(const array_container_t *src_1,
-                                      const run_container_t *src_2,
-                                      array_container_t *dst) {
-    if (run_container_is_full(src_2)) {
-        if (dst != src_1) array_container_copy(src_1, dst);
-        return;
-    }
-    if (dst->capacity < src_1->cardinality) {
-        array_container_grow(dst, src_1->cardinality, false);
-    }
-    if (src_2->n_runs == 0) {
-        return;
-    }
-    int32_t rlepos = 0;
-    int32_t arraypos = 0;
-    rle16_t rle = src_2->runs[rlepos];
-    int32_t newcard = 0;
-    while (arraypos < src_1->cardinality) {
-        const uint16_t arrayval = src_1->array[arraypos];
-        while (rle.value + rle.length <
-               arrayval) {  // this will frequently be false
-            ++rlepos;
-            if (rlepos == src_2->n_runs) {
-                dst->cardinality = newcard;
-                return;  // we are done
-            }
-            rle = src_2->runs[rlepos];
-        }
-        if (rle.value > arrayval) {
-            arraypos = advanceUntil(src_1->array, arraypos, src_1->cardinality,
-                                    rle.value);
-        } else {
-            dst->array[newcard] = arrayval;
-            newcard++;
-            arraypos++;
-        }
-    }
-    dst->cardinality = newcard;
-}
-
-/* Compute the intersection of src_1 and src_2 and write the result to
- * *dst. If the result is true then the result is a bitset_container_t
- * otherwise is a array_container_t. If *dst ==  src_2, an in-place processing
- * is attempted.*/
-bool run_bitset_container_intersection(const run_container_t *src_1,
-                                       const bitset_container_t *src_2,
-                                       void **dst) {
-    if (run_container_is_full(src_1)) {
-        if (*dst != src_2) *dst = bitset_container_clone(src_2);
-        return true;
-    }
-    int32_t card = run_container_cardinality(src_1);
-    if (card <= DEFAULT_MAX_SIZE) {
-        // result can only be an array (assuming that we never make a
-        // RunContainer)
-        if (card > src_2->cardinality) {
-            card = src_2->cardinality;
-        }
-        array_container_t *answer = array_container_create_given_capacity(card);
-        *dst = answer;
-        if (*dst == NULL) {
-            return false;
-        }
-        for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-            rle16_t rle = src_1->runs[rlepos];
-            uint32_t endofrun = (uint32_t)rle.value + rle.length;
-            for (uint32_t runValue = rle.value; runValue <= endofrun;
-                 ++runValue) {
-                answer->array[answer->cardinality] = (uint16_t)runValue;
-                answer->cardinality +=
-                    bitset_container_contains(src_2, runValue);
-            }
-        }
-        return false;
-    }
-    if (*dst == src_2) {  // we attempt in-place
-        bitset_container_t *answer = (bitset_container_t *)*dst;
-        uint32_t start = 0;
-        for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-            const rle16_t rle = src_1->runs[rlepos];
-            uint32_t end = rle.value;
-            bitset_reset_range(src_2->array, start, end);
-
-            start = end + rle.length + 1;
-        }
-        bitset_reset_range(src_2->array, start, UINT32_C(1) << 16);
-        answer->cardinality = bitset_container_compute_cardinality(answer);
-        if (src_2->cardinality > DEFAULT_MAX_SIZE) {
-            return true;
-        } else {
-            array_container_t *newanswer = array_container_from_bitset(src_2);
-            if (newanswer == NULL) {
-                *dst = NULL;
-                return false;
-            }
-            *dst = newanswer;
-            return false;
-        }
-    } else {  // no inplace
-        // we expect the answer to be a bitmap (if we are lucky)
-        bitset_container_t *answer = bitset_container_clone(src_2);
-
-        *dst = answer;
-        if (answer == NULL) {
-            return true;
-        }
-        uint32_t start = 0;
-        for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-            const rle16_t rle = src_1->runs[rlepos];
-            uint32_t end = rle.value;
-            bitset_reset_range(answer->array, start, end);
-            start = end + rle.length + 1;
-        }
-        bitset_reset_range(answer->array, start, UINT32_C(1) << 16);
-        answer->cardinality = bitset_container_compute_cardinality(answer);
-
-        if (answer->cardinality > DEFAULT_MAX_SIZE) {
-            return true;
-        } else {
-            array_container_t *newanswer = array_container_from_bitset(answer);
-            bitset_container_free((bitset_container_t *)*dst);
-            if (newanswer == NULL) {
-                *dst = NULL;
-                return false;
-            }
-            *dst = newanswer;
-            return false;
-        }
-    }
-}
-
-/* Compute the size of the intersection between src_1 and src_2 . */
-int array_run_container_intersection_cardinality(const array_container_t *src_1,
-                                                 const run_container_t *src_2) {
-    if (run_container_is_full(src_2)) {
-        return src_1->cardinality;
-    }
-    if (src_2->n_runs == 0) {
-        return 0;
-    }
-    int32_t rlepos = 0;
-    int32_t arraypos = 0;
-    rle16_t rle = src_2->runs[rlepos];
-    int32_t newcard = 0;
-    while (arraypos < src_1->cardinality) {
-        const uint16_t arrayval = src_1->array[arraypos];
-        while (rle.value + rle.length <
-               arrayval) {  // this will frequently be false
-            ++rlepos;
-            if (rlepos == src_2->n_runs) {
-                return newcard;  // we are done
-            }
-            rle = src_2->runs[rlepos];
-        }
-        if (rle.value > arrayval) {
-            arraypos = advanceUntil(src_1->array, arraypos, src_1->cardinality,
-                                    rle.value);
-        } else {
-            newcard++;
-            arraypos++;
-        }
-    }
-    return newcard;
-}
-
-/* Compute the intersection  between src_1 and src_2
- **/
-int run_bitset_container_intersection_cardinality(
-    const run_container_t *src_1, const bitset_container_t *src_2) {
-    if (run_container_is_full(src_1)) {
-        return bitset_container_cardinality(src_2);
-    }
-    int answer = 0;
-    for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-        rle16_t rle = src_1->runs[rlepos];
-        answer +=
-            bitset_lenrange_cardinality(src_2->array, rle.value, rle.length);
-    }
-    return answer;
-}
-
-
-bool array_run_container_intersect(const array_container_t *src_1,
-                                      const run_container_t *src_2) {
-	if( run_container_is_full(src_2) ) {
-	    return !array_container_empty(src_1);
-	}
-	if (src_2->n_runs == 0) {
-        return false;
-    }
-    int32_t rlepos = 0;
-    int32_t arraypos = 0;
-    rle16_t rle = src_2->runs[rlepos];
-    while (arraypos < src_1->cardinality) {
-        const uint16_t arrayval = src_1->array[arraypos];
-        while (rle.value + rle.length <
-               arrayval) {  // this will frequently be false
-            ++rlepos;
-            if (rlepos == src_2->n_runs) {
-                return false;  // we are done
-            }
-            rle = src_2->runs[rlepos];
-        }
-        if (rle.value > arrayval) {
-            arraypos = advanceUntil(src_1->array, arraypos, src_1->cardinality,
-                                    rle.value);
-        } else {
-            return true;
-        }
-    }
-    return false;
-}
-
-/* Compute the intersection  between src_1 and src_2
- **/
-bool run_bitset_container_intersect(const run_container_t *src_1,
-                                       const bitset_container_t *src_2) {
-	   if( run_container_is_full(src_1) ) {
-		   return !bitset_container_empty(src_2);
-	   }
-       for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-           rle16_t rle = src_1->runs[rlepos];
-           if(!bitset_lenrange_empty(src_2->array, rle.value,rle.length)) return true;
-       }
-       return false;
-}
-
-/*
- * Compute the intersection between src_1 and src_2 and write the result
- * to *dst. If the return function is true, the result is a bitset_container_t
- * otherwise is a array_container_t.
- */
-bool bitset_bitset_container_intersection(const bitset_container_t *src_1,
-                                          const bitset_container_t *src_2,
-                                          void **dst) {
-    const int newCardinality = bitset_container_and_justcard(src_1, src_2);
-    if (newCardinality > DEFAULT_MAX_SIZE) {
-        *dst = bitset_container_create();
-        if (*dst != NULL) {
-            bitset_container_and_nocard(src_1, src_2,
-                                        (bitset_container_t *)*dst);
-            ((bitset_container_t *)*dst)->cardinality = newCardinality;
-        }
-        return true;  // it is a bitset
-    }
-    *dst = array_container_create_given_capacity(newCardinality);
-    if (*dst != NULL) {
-        ((array_container_t *)*dst)->cardinality = newCardinality;
-        bitset_extract_intersection_setbits_uint16(
-            ((const bitset_container_t *)src_1)->array,
-            ((const bitset_container_t *)src_2)->array,
-            BITSET_CONTAINER_SIZE_IN_WORDS, ((array_container_t *)*dst)->array,
-            0);
-    }
-    return false;  // not a bitset
-}
-
-bool bitset_bitset_container_intersection_inplace(
-    bitset_container_t *src_1, const bitset_container_t *src_2, void **dst) {
-    const int newCardinality = bitset_container_and_justcard(src_1, src_2);
-    if (newCardinality > DEFAULT_MAX_SIZE) {
-        *dst = src_1;
-        bitset_container_and_nocard(src_1, src_2, src_1);
-        ((bitset_container_t *)*dst)->cardinality = newCardinality;
-        return true;  // it is a bitset
-    }
-    *dst = array_container_create_given_capacity(newCardinality);
-    if (*dst != NULL) {
-        ((array_container_t *)*dst)->cardinality = newCardinality;
-        bitset_extract_intersection_setbits_uint16(
-            ((const bitset_container_t *)src_1)->array,
-            ((const bitset_container_t *)src_2)->array,
-            BITSET_CONTAINER_SIZE_IN_WORDS, ((array_container_t *)*dst)->array,
-            0);
-    }
-    return false;  // not a bitset
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_intersection.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_negation.c */
-/*
- * mixed_negation.c
- *
- */
-
-#include <assert.h>
-#include <string.h>
-
-
-// TODO: make simplified and optimized negation code across
-// the full range.
-
-/* Negation across the entire range of the container.
- * Compute the  negation of src  and write the result
- * to *dst. The complement of a
- * sufficiently sparse set will always be dense and a hence a bitmap
-' * We assume that dst is pre-allocated and a valid bitset container
- * There can be no in-place version.
- */
-void array_container_negation(const array_container_t *src,
-                              bitset_container_t *dst) {
-    uint64_t card = UINT64_C(1 << 16);
-    bitset_container_set_all(dst);
-
-    dst->cardinality = (int32_t)bitset_clear_list(dst->array, card, src->array,
-                                                  (uint64_t)src->cardinality);
-}
-
-/* Negation across the entire range of the container
- * Compute the  negation of src  and write the result
- * to *dst.  A true return value indicates a bitset result,
- * otherwise the result is an array container.
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-bool bitset_container_negation(const bitset_container_t *src, void **dst) {
-    return bitset_container_negation_range(src, 0, (1 << 16), dst);
-}
-
-/* inplace version */
-/*
- * Same as bitset_container_negation except that if the output is to
- * be a
- * bitset_container_t, then src is modified and no allocation is made.
- * If the output is to be an array_container_t, then caller is responsible
- * to free the container.
- * In all cases, the result is in *dst.
- */
-bool bitset_container_negation_inplace(bitset_container_t *src, void **dst) {
-    return bitset_container_negation_range_inplace(src, 0, (1 << 16), dst);
-}
-
-/* Negation across the entire range of container
- * Compute the  negation of src  and write the result
- * to *dst.  Return values are the *_TYPECODES as defined * in containers.h
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-int run_container_negation(const run_container_t *src, void **dst) {
-    return run_container_negation_range(src, 0, (1 << 16), dst);
-}
-
-/*
- * Same as run_container_negation except that if the output is to
- * be a
- * run_container_t, and has the capacity to hold the result,
- * then src is modified and no allocation is made.
- * In all cases, the result is in *dst.
- */
-int run_container_negation_inplace(run_container_t *src, void **dst) {
-    return run_container_negation_range_inplace(src, 0, (1 << 16), dst);
-}
-
-/* Negation across a range of the container.
- * Compute the  negation of src  and write the result
- * to *dst. Returns true if the result is a bitset container
- * and false for an array container.  *dst is not preallocated.
- */
-bool array_container_negation_range(const array_container_t *src,
-                                    const int range_start, const int range_end,
-                                    void **dst) {
-    /* close port of the Java implementation */
-    if (range_start >= range_end) {
-        *dst = array_container_clone(src);
-        return false;
-    }
-
-    int32_t start_index =
-        binarySearch(src->array, src->cardinality, (uint16_t)range_start);
-    if (start_index < 0) start_index = -start_index - 1;
-
-    int32_t last_index =
-        binarySearch(src->array, src->cardinality, (uint16_t)(range_end - 1));
-    if (last_index < 0) last_index = -last_index - 2;
-
-    const int32_t current_values_in_range = last_index - start_index + 1;
-    const int32_t span_to_be_flipped = range_end - range_start;
-    const int32_t new_values_in_range =
-        span_to_be_flipped - current_values_in_range;
-    const int32_t cardinality_change =
-        new_values_in_range - current_values_in_range;
-    const int32_t new_cardinality = src->cardinality + cardinality_change;
-
-    if (new_cardinality > DEFAULT_MAX_SIZE) {
-        bitset_container_t *temp = bitset_container_from_array(src);
-        bitset_flip_range(temp->array, (uint32_t)range_start,
-                          (uint32_t)range_end);
-        temp->cardinality = new_cardinality;
-        *dst = temp;
-        return true;
-    }
-
-    array_container_t *arr =
-        array_container_create_given_capacity(new_cardinality);
-    *dst = (void *)arr;
-    if(new_cardinality == 0) {
-      arr->cardinality = new_cardinality;
-      return false; // we are done.
-    }
-    // copy stuff before the active area
-    memcpy(arr->array, src->array, start_index * sizeof(uint16_t));
-
-    // work on the range
-    int32_t out_pos = start_index, in_pos = start_index;
-    int32_t val_in_range = range_start;
-    for (; val_in_range < range_end && in_pos <= last_index; ++val_in_range) {
-        if ((uint16_t)val_in_range != src->array[in_pos]) {
-            arr->array[out_pos++] = (uint16_t)val_in_range;
-        } else {
-            ++in_pos;
-        }
-    }
-    for (; val_in_range < range_end; ++val_in_range)
-        arr->array[out_pos++] = (uint16_t)val_in_range;
-
-    // content after the active range
-    memcpy(arr->array + out_pos, src->array + (last_index + 1),
-           (src->cardinality - (last_index + 1)) * sizeof(uint16_t));
-    arr->cardinality = new_cardinality;
-    return false;
-}
-
-/* Even when the result would fit, it is unclear how to make an
- * inplace version without inefficient copying.
- */
-
-bool array_container_negation_range_inplace(array_container_t *src,
-                                            const int range_start,
-                                            const int range_end, void **dst) {
-    bool ans = array_container_negation_range(src, range_start, range_end, dst);
-    // TODO : try a real inplace version
-    array_container_free(src);
-    return ans;
-}
-
-/* Negation across a range of the container
- * Compute the  negation of src  and write the result
- * to *dst.  A true return value indicates a bitset result,
- * otherwise the result is an array container.
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-bool bitset_container_negation_range(const bitset_container_t *src,
-                                     const int range_start, const int range_end,
-                                     void **dst) {
-    // TODO maybe consider density-based estimate
-    // and sometimes build result directly as array, with
-    // conversion back to bitset if wrong.  Or determine
-    // actual result cardinality, then go directly for the known final cont.
-
-    // keep computation using bitsets as long as possible.
-    bitset_container_t *t = bitset_container_clone(src);
-    bitset_flip_range(t->array, (uint32_t)range_start, (uint32_t)range_end);
-    t->cardinality = bitset_container_compute_cardinality(t);
-
-    if (t->cardinality > DEFAULT_MAX_SIZE) {
-        *dst = t;
-        return true;
-    } else {
-        *dst = array_container_from_bitset(t);
-        bitset_container_free(t);
-        return false;
-    }
-}
-
-/* inplace version */
-/*
- * Same as bitset_container_negation except that if the output is to
- * be a
- * bitset_container_t, then src is modified and no allocation is made.
- * If the output is to be an array_container_t, then caller is responsible
- * to free the container.
- * In all cases, the result is in *dst.
- */
-bool bitset_container_negation_range_inplace(bitset_container_t *src,
-                                             const int range_start,
-                                             const int range_end, void **dst) {
-    bitset_flip_range(src->array, (uint32_t)range_start, (uint32_t)range_end);
-    src->cardinality = bitset_container_compute_cardinality(src);
-    if (src->cardinality > DEFAULT_MAX_SIZE) {
-        *dst = src;
-        return true;
-    }
-    *dst = array_container_from_bitset(src);
-    bitset_container_free(src);
-    return false;
-}
-
-/* Negation across a range of container
- * Compute the  negation of src  and write the result
- * to *dst. Return values are the *_TYPECODES as defined * in containers.h
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-int run_container_negation_range(const run_container_t *src,
-                                 const int range_start, const int range_end,
-                                 void **dst) {
-    uint8_t return_typecode;
-
-    // follows the Java implementation
-    if (range_end <= range_start) {
-        *dst = run_container_clone(src);
-        return RUN_CONTAINER_TYPE_CODE;
-    }
-
-    run_container_t *ans = run_container_create_given_capacity(
-        src->n_runs + 1);  // src->n_runs + 1);
-    int k = 0;
-    for (; k < src->n_runs && src->runs[k].value < range_start; ++k) {
-        ans->runs[k] = src->runs[k];
-        ans->n_runs++;
-    }
-
-    run_container_smart_append_exclusive(
-        ans, (uint16_t)range_start, (uint16_t)(range_end - range_start - 1));
-
-    for (; k < src->n_runs; ++k) {
-        run_container_smart_append_exclusive(ans, src->runs[k].value,
-                                             src->runs[k].length);
-    }
-
-    *dst = convert_run_to_efficient_container(ans, &return_typecode);
-    if (return_typecode != RUN_CONTAINER_TYPE_CODE) run_container_free(ans);
-
-    return return_typecode;
-}
-
-/*
- * Same as run_container_negation except that if the output is to
- * be a
- * run_container_t, and has the capacity to hold the result,
- * then src is modified and no allocation is made.
- * In all cases, the result is in *dst.
- */
-int run_container_negation_range_inplace(run_container_t *src,
-                                         const int range_start,
-                                         const int range_end, void **dst) {
-    uint8_t return_typecode;
-
-    if (range_end <= range_start) {
-        *dst = src;
-        return RUN_CONTAINER_TYPE_CODE;
-    }
-
-    // TODO: efficient special case when range is 0 to 65535 inclusive
-
-    if (src->capacity == src->n_runs) {
-        // no excess room.  More checking to see if result can fit
-        bool last_val_before_range = false;
-        bool first_val_in_range = false;
-        bool last_val_in_range = false;
-        bool first_val_past_range = false;
-
-        if (range_start > 0)
-            last_val_before_range =
-                run_container_contains(src, (uint16_t)(range_start - 1));
-        first_val_in_range = run_container_contains(src, (uint16_t)range_start);
-
-        if (last_val_before_range == first_val_in_range) {
-            last_val_in_range =
-                run_container_contains(src, (uint16_t)(range_end - 1));
-            if (range_end != 0x10000)
-                first_val_past_range =
-                    run_container_contains(src, (uint16_t)range_end);
-
-            if (last_val_in_range ==
-                first_val_past_range) {  // no space for inplace
-                int ans = run_container_negation_range(src, range_start,
-                                                       range_end, dst);
-                run_container_free(src);
-                return ans;
-            }
-        }
-    }
-    // all other cases: result will fit
-
-    run_container_t *ans = src;
-    int my_nbr_runs = src->n_runs;
-
-    ans->n_runs = 0;
-    int k = 0;
-    for (; (k < my_nbr_runs) && (src->runs[k].value < range_start); ++k) {
-        // ans->runs[k] = src->runs[k]; (would be self-copy)
-        ans->n_runs++;
-    }
-
-    // as with Java implementation, use locals to give self a buffer of depth 1
-    rle16_t buffered = (rle16_t){.value = (uint16_t)0, .length = (uint16_t)0};
-    rle16_t next = buffered;
-    if (k < my_nbr_runs) buffered = src->runs[k];
-
-    run_container_smart_append_exclusive(
-        ans, (uint16_t)range_start, (uint16_t)(range_end - range_start - 1));
-
-    for (; k < my_nbr_runs; ++k) {
-        if (k + 1 < my_nbr_runs) next = src->runs[k + 1];
-
-        run_container_smart_append_exclusive(ans, buffered.value,
-                                             buffered.length);
-        buffered = next;
-    }
-
-    *dst = convert_run_to_efficient_container(ans, &return_typecode);
-    if (return_typecode != RUN_CONTAINER_TYPE_CODE) run_container_free(ans);
-
-    return return_typecode;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_negation.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_subset.c */
-
-bool array_container_is_subset_bitset(const array_container_t* container1,
-                                      const bitset_container_t* container2) {
-    if (container2->cardinality != BITSET_UNKNOWN_CARDINALITY) {
-        if (container2->cardinality < container1->cardinality) {
-            return false;
-        }
-    }
-    for (int i = 0; i < container1->cardinality; ++i) {
-        if (!bitset_container_contains(container2, container1->array[i])) {
-            return false;
-        }
-    }
-    return true;
-}
-
-bool run_container_is_subset_array(const run_container_t* container1,
-                                   const array_container_t* container2) {
-    if (run_container_cardinality(container1) > container2->cardinality)
-        return false;
-    int32_t start_pos = -1, stop_pos = -1;
-    for (int i = 0; i < container1->n_runs; ++i) {
-        int32_t start = container1->runs[i].value;
-        int32_t stop = start + container1->runs[i].length;
-        start_pos = advanceUntil(container2->array, stop_pos,
-                                 container2->cardinality, start);
-        stop_pos = advanceUntil(container2->array, stop_pos,
-                                container2->cardinality, stop);
-        if (start_pos == container2->cardinality) {
-            return false;
-        } else if (stop_pos - start_pos != stop - start ||
-                   container2->array[start_pos] != start ||
-                   container2->array[stop_pos] != stop) {
-            return false;
-        }
-    }
-    return true;
-}
-
-bool array_container_is_subset_run(const array_container_t* container1,
-                                   const run_container_t* container2) {
-    if (container1->cardinality > run_container_cardinality(container2))
-        return false;
-    int i_array = 0, i_run = 0;
-    while (i_array < container1->cardinality && i_run < container2->n_runs) {
-        uint32_t start = container2->runs[i_run].value;
-        uint32_t stop = start + container2->runs[i_run].length;
-        if (container1->array[i_array] < start) {
-            return false;
-        } else if (container1->array[i_array] > stop) {
-            i_run++;
-        } else {  // the value of the array is in the run
-            i_array++;
-        }
-    }
-    if (i_array == container1->cardinality) {
-        return true;
-    } else {
-        return false;
-    }
-}
-
-bool run_container_is_subset_bitset(const run_container_t* container1,
-                                    const bitset_container_t* container2) {
-    // todo: this code could be much faster
-    if (container2->cardinality != BITSET_UNKNOWN_CARDINALITY) {
-        if (container2->cardinality < run_container_cardinality(container1)) {
-            return false;
-        }
-    } else {
-        int32_t card = bitset_container_compute_cardinality(
-            container2);  // modify container2?
-        if (card < run_container_cardinality(container1)) {
-            return false;
-        }
-    }
-    for (int i = 0; i < container1->n_runs; ++i) {
-        uint32_t run_start = container1->runs[i].value;
-        uint32_t le = container1->runs[i].length;
-        for (uint32_t j = run_start; j <= run_start + le; ++j) {
-            if (!bitset_container_contains(container2, j)) {
-                return false;
-            }
-        }
-    }
-    return true;
-}
-
-bool bitset_container_is_subset_run(const bitset_container_t* container1,
-                                    const run_container_t* container2) {
-    // todo: this code could be much faster
-    if (container1->cardinality != BITSET_UNKNOWN_CARDINALITY) {
-        if (container1->cardinality > run_container_cardinality(container2)) {
-            return false;
-        }
-    }
-    int32_t i_bitset = 0, i_run = 0;
-    while (i_bitset < BITSET_CONTAINER_SIZE_IN_WORDS &&
-           i_run < container2->n_runs) {
-        uint64_t w = container1->array[i_bitset];
-        while (w != 0 && i_run < container2->n_runs) {
-            uint32_t start = container2->runs[i_run].value;
-            uint32_t stop = start + container2->runs[i_run].length;
-            uint64_t t = w & (~w + 1);
-            uint16_t r = i_bitset * 64 + __builtin_ctzll(w);
-            if (r < start) {
-                return false;
-            } else if (r > stop) {
-                i_run++;
-                continue;
-            } else {
-                w ^= t;
-            }
-        }
-        if (w == 0) {
-            i_bitset++;
-        } else {
-            return false;
-        }
-    }
-    if (i_bitset < BITSET_CONTAINER_SIZE_IN_WORDS) {
-        // terminated iterating on the run containers, check that rest of bitset
-        // is empty
-        for (; i_bitset < BITSET_CONTAINER_SIZE_IN_WORDS; i_bitset++) {
-            if (container1->array[i_bitset] != 0) {
-                return false;
-            }
-        }
-    }
-    return true;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_subset.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_union.c */
-/*
- * mixed_union.c
- *
- */
-
-#include <assert.h>
-#include <string.h>
-
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst.  */
-void array_bitset_container_union(const array_container_t *src_1,
-                                  const bitset_container_t *src_2,
-                                  bitset_container_t *dst) {
-    if (src_2 != dst) bitset_container_copy(src_2, dst);
-    dst->cardinality = (int32_t)bitset_set_list_withcard(
-        dst->array, dst->cardinality, src_1->array, src_1->cardinality);
-}
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst. It is allowed for src_2 to be dst.  This version does not
- * update the cardinality of dst (it is set to BITSET_UNKNOWN_CARDINALITY). */
-void array_bitset_container_lazy_union(const array_container_t *src_1,
-                                       const bitset_container_t *src_2,
-                                       bitset_container_t *dst) {
-    if (src_2 != dst) bitset_container_copy(src_2, dst);
-    bitset_set_list(dst->array, src_1->array, src_1->cardinality);
-    dst->cardinality = BITSET_UNKNOWN_CARDINALITY;
-}
-
-void run_bitset_container_union(const run_container_t *src_1,
-                                const bitset_container_t *src_2,
-                                bitset_container_t *dst) {
-    assert(!run_container_is_full(src_1));  // catch this case upstream
-    if (src_2 != dst) bitset_container_copy(src_2, dst);
-    for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-        rle16_t rle = src_1->runs[rlepos];
-        bitset_set_lenrange(dst->array, rle.value, rle.length);
-    }
-    dst->cardinality = bitset_container_compute_cardinality(dst);
-}
-
-void run_bitset_container_lazy_union(const run_container_t *src_1,
-                                     const bitset_container_t *src_2,
-                                     bitset_container_t *dst) {
-    assert(!run_container_is_full(src_1));  // catch this case upstream
-    if (src_2 != dst) bitset_container_copy(src_2, dst);
-    for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-        rle16_t rle = src_1->runs[rlepos];
-        bitset_set_lenrange(dst->array, rle.value, rle.length);
-    }
-    dst->cardinality = BITSET_UNKNOWN_CARDINALITY;
-}
-
-// why do we leave the result as a run container??
-void array_run_container_union(const array_container_t *src_1,
-                               const run_container_t *src_2,
-                               run_container_t *dst) {
-    if (run_container_is_full(src_2)) {
-        run_container_copy(src_2, dst);
-        return;
-    }
-    // TODO: see whether the "2*" is spurious
-    run_container_grow(dst, 2 * (src_1->cardinality + src_2->n_runs), false);
-    int32_t rlepos = 0;
-    int32_t arraypos = 0;
-    rle16_t previousrle;
-    if (src_2->runs[rlepos].value <= src_1->array[arraypos]) {
-        previousrle = run_container_append_first(dst, src_2->runs[rlepos]);
-        rlepos++;
-    } else {
-        previousrle =
-            run_container_append_value_first(dst, src_1->array[arraypos]);
-        arraypos++;
-    }
-    while ((rlepos < src_2->n_runs) && (arraypos < src_1->cardinality)) {
-        if (src_2->runs[rlepos].value <= src_1->array[arraypos]) {
-            run_container_append(dst, src_2->runs[rlepos], &previousrle);
-            rlepos++;
-        } else {
-            run_container_append_value(dst, src_1->array[arraypos],
-                                       &previousrle);
-            arraypos++;
-        }
-    }
-    if (arraypos < src_1->cardinality) {
-        while (arraypos < src_1->cardinality) {
-            run_container_append_value(dst, src_1->array[arraypos],
-                                       &previousrle);
-            arraypos++;
-        }
-    } else {
-        while (rlepos < src_2->n_runs) {
-            run_container_append(dst, src_2->runs[rlepos], &previousrle);
-            rlepos++;
-        }
-    }
-}
-
-void array_run_container_inplace_union(const array_container_t *src_1,
-                                       run_container_t *src_2) {
-    if (run_container_is_full(src_2)) {
-        return;
-    }
-    const int32_t maxoutput = src_1->cardinality + src_2->n_runs;
-    const int32_t neededcapacity = maxoutput + src_2->n_runs;
-    if (src_2->capacity < neededcapacity)
-        run_container_grow(src_2, neededcapacity, true);
-    memmove(src_2->runs + maxoutput, src_2->runs,
-            src_2->n_runs * sizeof(rle16_t));
-    rle16_t *inputsrc2 = src_2->runs + maxoutput;
-    int32_t rlepos = 0;
-    int32_t arraypos = 0;
-    int src2nruns = src_2->n_runs;
-    src_2->n_runs = 0;
-
-    rle16_t previousrle;
-
-    if (inputsrc2[rlepos].value <= src_1->array[arraypos]) {
-        previousrle = run_container_append_first(src_2, inputsrc2[rlepos]);
-        rlepos++;
-    } else {
-        previousrle =
-            run_container_append_value_first(src_2, src_1->array[arraypos]);
-        arraypos++;
-    }
-
-    while ((rlepos < src2nruns) && (arraypos < src_1->cardinality)) {
-        if (inputsrc2[rlepos].value <= src_1->array[arraypos]) {
-            run_container_append(src_2, inputsrc2[rlepos], &previousrle);
-            rlepos++;
-        } else {
-            run_container_append_value(src_2, src_1->array[arraypos],
-                                       &previousrle);
-            arraypos++;
-        }
-    }
-    if (arraypos < src_1->cardinality) {
-        while (arraypos < src_1->cardinality) {
-            run_container_append_value(src_2, src_1->array[arraypos],
-                                       &previousrle);
-            arraypos++;
-        }
-    } else {
-        while (rlepos < src2nruns) {
-            run_container_append(src_2, inputsrc2[rlepos], &previousrle);
-            rlepos++;
-        }
-    }
-}
-
-bool array_array_container_union(const array_container_t *src_1,
-                                 const array_container_t *src_2, void **dst) {
-    int totalCardinality = src_1->cardinality + src_2->cardinality;
-    if (totalCardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_create_given_capacity(totalCardinality);
-        if (*dst != NULL) {
-            array_container_union(src_1, src_2, (array_container_t *)*dst);
-        } else {
-            return true; // otherwise failure won't be caught
-        }
-        return false;  // not a bitset
-    }
-    *dst = bitset_container_create();
-    bool returnval = true;  // expect a bitset
-    if (*dst != NULL) {
-        bitset_container_t *ourbitset = (bitset_container_t *)*dst;
-        bitset_set_list(ourbitset->array, src_1->array, src_1->cardinality);
-        ourbitset->cardinality = (int32_t)bitset_set_list_withcard(
-            ourbitset->array, src_1->cardinality, src_2->array,
-            src_2->cardinality);
-        if (ourbitset->cardinality <= DEFAULT_MAX_SIZE) {
-            // need to convert!
-            *dst = array_container_from_bitset(ourbitset);
-            bitset_container_free(ourbitset);
-            returnval = false;  // not going to be a bitset
-        }
-    }
-    return returnval;
-}
-
-bool array_array_container_inplace_union(array_container_t *src_1,
-                                 const array_container_t *src_2, void **dst) {
-    int totalCardinality = src_1->cardinality + src_2->cardinality;
-    *dst = NULL;
-    if (totalCardinality <= DEFAULT_MAX_SIZE) {
-        if(src_1->capacity < totalCardinality) {
-          *dst = array_container_create_given_capacity(2  * totalCardinality); // be purposefully generous
-          if (*dst != NULL) {
-              array_container_union(src_1, src_2, (array_container_t *)*dst);
-          } else {
-              return true; // otherwise failure won't be caught
-          }
-          return false;  // not a bitset
-        } else {
-          memmove(src_1->array + src_2->cardinality, src_1->array, src_1->cardinality * sizeof(uint16_t));
-          src_1->cardinality = (int32_t)fast_union_uint16(src_1->array + src_2->cardinality, src_1->cardinality,
-                                  src_2->array, src_2->cardinality, src_1->array);
-          return false; // not a bitset
-        }
-    }
-    *dst = bitset_container_create();
-    bool returnval = true;  // expect a bitset
-    if (*dst != NULL) {
-        bitset_container_t *ourbitset = (bitset_container_t *)*dst;
-        bitset_set_list(ourbitset->array, src_1->array, src_1->cardinality);
-        ourbitset->cardinality = (int32_t)bitset_set_list_withcard(
-            ourbitset->array, src_1->cardinality, src_2->array,
-            src_2->cardinality);
-        if (ourbitset->cardinality <= DEFAULT_MAX_SIZE) {
-            // need to convert!
-            if(src_1->capacity < ourbitset->cardinality) {
-              array_container_grow(src_1, ourbitset->cardinality, false);
-            }
-
-            bitset_extract_setbits_uint16(ourbitset->array, BITSET_CONTAINER_SIZE_IN_WORDS,
-                                  src_1->array, 0);
-            src_1->cardinality =  ourbitset->cardinality;
-            *dst = src_1;
-            bitset_container_free(ourbitset);
-            returnval = false;  // not going to be a bitset
-        }
-    }
-    return returnval;
-}
-
-
-bool array_array_container_lazy_union(const array_container_t *src_1,
-                                      const array_container_t *src_2,
-                                      void **dst) {
-    int totalCardinality = src_1->cardinality + src_2->cardinality;
-    if (totalCardinality <= ARRAY_LAZY_LOWERBOUND) {
-        *dst = array_container_create_given_capacity(totalCardinality);
-        if (*dst != NULL) {
-            array_container_union(src_1, src_2, (array_container_t *)*dst);
-        } else {
-              return true; // otherwise failure won't be caught
-        }
-        return false;  // not a bitset
-    }
-    *dst = bitset_container_create();
-    bool returnval = true;  // expect a bitset
-    if (*dst != NULL) {
-        bitset_container_t *ourbitset = (bitset_container_t *)*dst;
-        bitset_set_list(ourbitset->array, src_1->array, src_1->cardinality);
-        bitset_set_list(ourbitset->array, src_2->array, src_2->cardinality);
-        ourbitset->cardinality = BITSET_UNKNOWN_CARDINALITY;
-    }
-    return returnval;
-}
-
-
-bool array_array_container_lazy_inplace_union(array_container_t *src_1,
-                                      const array_container_t *src_2,
-                                      void **dst) {
-    int totalCardinality = src_1->cardinality + src_2->cardinality;
-    *dst = NULL;
-    if (totalCardinality <= ARRAY_LAZY_LOWERBOUND) {
-        if(src_1->capacity < totalCardinality) {
-          *dst = array_container_create_given_capacity(2  * totalCardinality); // be purposefully generous
-          if (*dst != NULL) {
-              array_container_union(src_1, src_2, (array_container_t *)*dst);
-          } else {
-            return true; // otherwise failure won't be caught
-          }
-          return false;  // not a bitset
-        } else {
-          memmove(src_1->array + src_2->cardinality, src_1->array, src_1->cardinality * sizeof(uint16_t));
-          src_1->cardinality = (int32_t)fast_union_uint16(src_1->array + src_2->cardinality, src_1->cardinality,
-                                  src_2->array, src_2->cardinality, src_1->array);
-          return false; // not a bitset
-        }
-    }
-    *dst = bitset_container_create();
-    bool returnval = true;  // expect a bitset
-    if (*dst != NULL) {
-        bitset_container_t *ourbitset = (bitset_container_t *)*dst;
-        bitset_set_list(ourbitset->array, src_1->array, src_1->cardinality);
-        bitset_set_list(ourbitset->array, src_2->array, src_2->cardinality);
-        ourbitset->cardinality = BITSET_UNKNOWN_CARDINALITY;
-    }
-    return returnval;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_union.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_xor.c */
-/*
- * mixed_xor.c
- */
-
-#include <assert.h>
-#include <string.h>
-
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst (which has no container initially).
- * Result is true iff dst is a bitset  */
-bool array_bitset_container_xor(const array_container_t *src_1,
-                                const bitset_container_t *src_2, void **dst) {
-    bitset_container_t *result = bitset_container_create();
-    bitset_container_copy(src_2, result);
-    result->cardinality = (int32_t)bitset_flip_list_withcard(
-        result->array, result->cardinality, src_1->array, src_1->cardinality);
-
-    // do required type conversions.
-    if (result->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(result);
-        bitset_container_free(result);
-        return false;  // not bitset
-    }
-    *dst = result;
-    return true;  // bitset
-}
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst. It is allowed for src_2 to be dst.  This version does not
- * update the cardinality of dst (it is set to BITSET_UNKNOWN_CARDINALITY).
- */
-
-void array_bitset_container_lazy_xor(const array_container_t *src_1,
-                                     const bitset_container_t *src_2,
-                                     bitset_container_t *dst) {
-    if (src_2 != dst) bitset_container_copy(src_2, dst);
-    bitset_flip_list(dst->array, src_1->array, src_1->cardinality);
-    dst->cardinality = BITSET_UNKNOWN_CARDINALITY;
-}
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_xor(const run_container_t *src_1,
-                              const bitset_container_t *src_2, void **dst) {
-    bitset_container_t *result = bitset_container_create();
-
-    bitset_container_copy(src_2, result);
-    for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-        rle16_t rle = src_1->runs[rlepos];
-        bitset_flip_range(result->array, rle.value,
-                          rle.value + rle.length + UINT32_C(1));
-    }
-    result->cardinality = bitset_container_compute_cardinality(result);
-
-    if (result->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(result);
-        bitset_container_free(result);
-        return false;  // not bitset
-    }
-    *dst = result;
-    return true;  // bitset
-}
-
-/* lazy xor.  Dst is initialized and may be equal to src_2.
- *  Result is left as a bitset container, even if actual
- *  cardinality would dictate an array container.
- */
-
-void run_bitset_container_lazy_xor(const run_container_t *src_1,
-                                   const bitset_container_t *src_2,
-                                   bitset_container_t *dst) {
-    if (src_2 != dst) bitset_container_copy(src_2, dst);
-    for (int32_t rlepos = 0; rlepos < src_1->n_runs; ++rlepos) {
-        rle16_t rle = src_1->runs[rlepos];
-        bitset_flip_range(dst->array, rle.value,
-                          rle.value + rle.length + UINT32_C(1));
-    }
-    dst->cardinality = BITSET_UNKNOWN_CARDINALITY;
-}
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int array_run_container_xor(const array_container_t *src_1,
-                            const run_container_t *src_2, void **dst) {
-    // semi following Java XOR implementation as of May 2016
-    // the C OR implementation works quite differently and can return a run
-    // container
-    // TODO could optimize for full run containers.
-
-    // use of lazy following Java impl.
-    const int arbitrary_threshold = 32;
-    if (src_1->cardinality < arbitrary_threshold) {
-        run_container_t *ans = run_container_create();
-        array_run_container_lazy_xor(src_1, src_2, ans);  // keeps runs.
-        uint8_t typecode_after;
-        *dst =
-            convert_run_to_efficient_container_and_free(ans, &typecode_after);
-        return typecode_after;
-    }
-
-    int card = run_container_cardinality(src_2);
-    if (card <= DEFAULT_MAX_SIZE) {
-        // Java implementation works with the array, xoring the run elements via
-        // iterator
-        array_container_t *temp = array_container_from_run(src_2);
-        bool ret_is_bitset = array_array_container_xor(temp, src_1, dst);
-        array_container_free(temp);
-        return ret_is_bitset ? BITSET_CONTAINER_TYPE_CODE
-                             : ARRAY_CONTAINER_TYPE_CODE;
-
-    } else {  // guess that it will end up as a bitset
-        bitset_container_t *result = bitset_container_from_run(src_2);
-        bool is_bitset = bitset_array_container_ixor(result, src_1, dst);
-        // any necessary type conversion has been done by the ixor
-        int retval = (is_bitset ? BITSET_CONTAINER_TYPE_CODE
-                                : ARRAY_CONTAINER_TYPE_CODE);
-        return retval;
-    }
-}
-
-/* Dst is a valid run container. (Can it be src_2? Let's say not.)
- * Leaves result as run container, even if other options are
- * smaller.
- */
-
-void array_run_container_lazy_xor(const array_container_t *src_1,
-                                  const run_container_t *src_2,
-                                  run_container_t *dst) {
-    run_container_grow(dst, src_1->cardinality + src_2->n_runs, false);
-    int32_t rlepos = 0;
-    int32_t arraypos = 0;
-    dst->n_runs = 0;
-
-    while ((rlepos < src_2->n_runs) && (arraypos < src_1->cardinality)) {
-        if (src_2->runs[rlepos].value <= src_1->array[arraypos]) {
-            run_container_smart_append_exclusive(dst, src_2->runs[rlepos].value,
-                                                 src_2->runs[rlepos].length);
-            rlepos++;
-        } else {
-            run_container_smart_append_exclusive(dst, src_1->array[arraypos],
-                                                 0);
-            arraypos++;
-        }
-    }
-    while (arraypos < src_1->cardinality) {
-        run_container_smart_append_exclusive(dst, src_1->array[arraypos], 0);
-        arraypos++;
-    }
-    while (rlepos < src_2->n_runs) {
-        run_container_smart_append_exclusive(dst, src_2->runs[rlepos].value,
-                                             src_2->runs[rlepos].length);
-        rlepos++;
-    }
-}
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int run_run_container_xor(const run_container_t *src_1,
-                          const run_container_t *src_2, void **dst) {
-    run_container_t *ans = run_container_create();
-    run_container_xor(src_1, src_2, ans);
-    uint8_t typecode_after;
-    *dst = convert_run_to_efficient_container_and_free(ans, &typecode_after);
-    return typecode_after;
-}
-
-/*
- * Java implementation (as of May 2016) for array_run, run_run
- * and  bitset_run don't do anything different for inplace.
- * Could adopt the mixed_union.c approach instead (ie, using
- * smart_append_exclusive)
- *
- */
-
-bool array_array_container_xor(const array_container_t *src_1,
-                               const array_container_t *src_2, void **dst) {
-    int totalCardinality =
-        src_1->cardinality + src_2->cardinality;  // upper bound
-    if (totalCardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_create_given_capacity(totalCardinality);
-        array_container_xor(src_1, src_2, (array_container_t *)*dst);
-        return false;  // not a bitset
-    }
-    *dst = bitset_container_from_array(src_1);
-    bool returnval = true;  // expect a bitset
-    bitset_container_t *ourbitset = (bitset_container_t *)*dst;
-    ourbitset->cardinality = (uint32_t)bitset_flip_list_withcard(
-        ourbitset->array, src_1->cardinality, src_2->array, src_2->cardinality);
-    if (ourbitset->cardinality <= DEFAULT_MAX_SIZE) {
-        // need to convert!
-        *dst = array_container_from_bitset(ourbitset);
-        bitset_container_free(ourbitset);
-        returnval = false;  // not going to be a bitset
-    }
-
-    return returnval;
-}
-
-bool array_array_container_lazy_xor(const array_container_t *src_1,
-                                    const array_container_t *src_2,
-                                    void **dst) {
-    int totalCardinality = src_1->cardinality + src_2->cardinality;
-    // upper bound, but probably poor estimate for xor
-    if (totalCardinality <= ARRAY_LAZY_LOWERBOUND) {
-        *dst = array_container_create_given_capacity(totalCardinality);
-        if (*dst != NULL)
-            array_container_xor(src_1, src_2, (array_container_t *)*dst);
-        return false;  // not a bitset
-    }
-    *dst = bitset_container_from_array(src_1);
-    bool returnval = true;  // expect a bitset (maybe, for XOR??)
-    if (*dst != NULL) {
-        bitset_container_t *ourbitset = (bitset_container_t *)*dst;
-        bitset_flip_list(ourbitset->array, src_2->array, src_2->cardinality);
-        ourbitset->cardinality = BITSET_UNKNOWN_CARDINALITY;
-    }
-    return returnval;
-}
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst (which has no container initially). Return value is
- * "dst is a bitset"
- */
-
-bool bitset_bitset_container_xor(const bitset_container_t *src_1,
-                                 const bitset_container_t *src_2, void **dst) {
-    bitset_container_t *ans = bitset_container_create();
-    int card = bitset_container_xor(src_1, src_2, ans);
-    if (card <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(ans);
-        bitset_container_free(ans);
-        return false;  // not bitset
-    } else {
-        *dst = ans;
-        return true;
-    }
-}
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_array_container_ixor(bitset_container_t *src_1,
-                                 const array_container_t *src_2, void **dst) {
-    *dst = src_1;
-    src_1->cardinality = (uint32_t)bitset_flip_list_withcard(
-        src_1->array, src_1->cardinality, src_2->array, src_2->cardinality);
-
-    if (src_1->cardinality <= DEFAULT_MAX_SIZE) {
-        *dst = array_container_from_bitset(src_1);
-        bitset_container_free(src_1);
-        return false;  // not bitset
-    } else
-        return true;
-}
-
-/* a bunch of in-place, some of which may not *really* be inplace.
- * TODO: write actual inplace routine if efficiency warrants it
- * Anything inplace with a bitset is a good candidate
- */
-
-bool bitset_bitset_container_ixor(bitset_container_t *src_1,
-                                  const bitset_container_t *src_2, void **dst) {
-    bool ans = bitset_bitset_container_xor(src_1, src_2, dst);
-    bitset_container_free(src_1);
-    return ans;
-}
-
-bool array_bitset_container_ixor(array_container_t *src_1,
-                                 const bitset_container_t *src_2, void **dst) {
-    bool ans = array_bitset_container_xor(src_1, src_2, dst);
-    array_container_free(src_1);
-    return ans;
-}
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_ixor(run_container_t *src_1,
-                               const bitset_container_t *src_2, void **dst) {
-    bool ans = run_bitset_container_xor(src_1, src_2, dst);
-    run_container_free(src_1);
-    return ans;
-}
-
-bool bitset_run_container_ixor(bitset_container_t *src_1,
-                               const run_container_t *src_2, void **dst) {
-    bool ans = run_bitset_container_xor(src_2, src_1, dst);
-    bitset_container_free(src_1);
-    return ans;
-}
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int array_run_container_ixor(array_container_t *src_1,
-                             const run_container_t *src_2, void **dst) {
-    int ans = array_run_container_xor(src_1, src_2, dst);
-    array_container_free(src_1);
-    return ans;
-}
-
-int run_array_container_ixor(run_container_t *src_1,
-                             const array_container_t *src_2, void **dst) {
-    int ans = array_run_container_xor(src_2, src_1, dst);
-    run_container_free(src_1);
-    return ans;
-}
-
-bool array_array_container_ixor(array_container_t *src_1,
-                                const array_container_t *src_2, void **dst) {
-    bool ans = array_array_container_xor(src_1, src_2, dst);
-    array_container_free(src_1);
-    return ans;
-}
-
-int run_run_container_ixor(run_container_t *src_1, const run_container_t *src_2,
-                           void **dst) {
-    int ans = run_run_container_xor(src_1, src_2, dst);
-    run_container_free(src_1);
-    return ans;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/mixed_xor.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/containers/run.c */
-#include <stdio.h>
-#include <stdlib.h>
-
-
-extern inline uint16_t run_container_minimum(const run_container_t *run);
-extern inline uint16_t run_container_maximum(const run_container_t *run);
-extern inline int32_t interleavedBinarySearch(const rle16_t *array,
-                                              int32_t lenarray, uint16_t ikey);
-extern inline bool run_container_contains(const run_container_t *run,
-                                          uint16_t pos);
-extern inline int run_container_index_equalorlarger(const run_container_t *arr, uint16_t x);
-extern bool run_container_is_full(const run_container_t *run);
-extern bool run_container_nonzero_cardinality(const run_container_t *r);
-extern void run_container_clear(run_container_t *run);
-extern int32_t run_container_serialized_size_in_bytes(int32_t num_runs);
-extern run_container_t *run_container_create_range(uint32_t start,
-                                                   uint32_t stop);
-
-bool run_container_add(run_container_t *run, uint16_t pos) {
-    int32_t index = interleavedBinarySearch(run->runs, run->n_runs, pos);
-    if (index >= 0) return false;  // already there
-    index = -index - 2;            // points to preceding value, possibly -1
-    if (index >= 0) {              // possible match
-        int32_t offset = pos - run->runs[index].value;
-        int32_t le = run->runs[index].length;
-        if (offset <= le) return false;  // already there
-        if (offset == le + 1) {
-            // we may need to fuse
-            if (index + 1 < run->n_runs) {
-                if (run->runs[index + 1].value == pos + 1) {
-                    // indeed fusion is needed
-                    run->runs[index].length = run->runs[index + 1].value +
-                                              run->runs[index + 1].length -
-                                              run->runs[index].value;
-                    recoverRoomAtIndex(run, (uint16_t)(index + 1));
-                    return true;
-                }
-            }
-            run->runs[index].length++;
-            return true;
-        }
-        if (index + 1 < run->n_runs) {
-            // we may need to fuse
-            if (run->runs[index + 1].value == pos + 1) {
-                // indeed fusion is needed
-                run->runs[index + 1].value = pos;
-                run->runs[index + 1].length = run->runs[index + 1].length + 1;
-                return true;
-            }
-        }
-    }
-    if (index == -1) {
-        // we may need to extend the first run
-        if (0 < run->n_runs) {
-            if (run->runs[0].value == pos + 1) {
-                run->runs[0].length++;
-                run->runs[0].value--;
-                return true;
-            }
-        }
-    }
-    makeRoomAtIndex(run, (uint16_t)(index + 1));
-    run->runs[index + 1].value = pos;
-    run->runs[index + 1].length = 0;
-    return true;
-}
-
-/* Create a new run container. Return NULL in case of failure. */
-run_container_t *run_container_create_given_capacity(int32_t size) {
-    run_container_t *run;
-    /* Allocate the run container itself. */
-    if ((run = (run_container_t *)malloc(sizeof(run_container_t))) == NULL) {
-        return NULL;
-    }
-    if (size <= 0 ) { // we don't want to rely on malloc(0)
-        run->runs = NULL;
-    } else if ((run->runs = (rle16_t *)malloc(sizeof(rle16_t) * size)) == NULL) {
-        free(run);
-        return NULL;
-    }
-    run->capacity = size;
-    run->n_runs = 0;
-    return run;
-}
-
-int run_container_shrink_to_fit(run_container_t *src) {
-    if (src->n_runs == src->capacity) return 0;  // nothing to do
-    int savings = src->capacity - src->n_runs;
-    src->capacity = src->n_runs;
-    rle16_t *oldruns = src->runs;
-    src->runs = (rle16_t *)realloc(oldruns, src->capacity * sizeof(rle16_t));
-    if (src->runs == NULL) free(oldruns);  // should never happen?
-    return savings;
-}
-/* Create a new run container. Return NULL in case of failure. */
-run_container_t *run_container_create(void) {
-    return run_container_create_given_capacity(RUN_DEFAULT_INIT_SIZE);
-}
-
-run_container_t *run_container_clone(const run_container_t *src) {
-    run_container_t *run = run_container_create_given_capacity(src->capacity);
-    if (run == NULL) return NULL;
-    run->capacity = src->capacity;
-    run->n_runs = src->n_runs;
-    memcpy(run->runs, src->runs, src->n_runs * sizeof(rle16_t));
-    return run;
-}
-
-/* Free memory. */
-void run_container_free(run_container_t *run) {
-    if(run->runs != NULL) {// Jon Strabala reports that some tools complain otherwise
-      free(run->runs);
-      run->runs = NULL;  // pedantic
-    }
-    free(run);
-}
-
-void run_container_grow(run_container_t *run, int32_t min, bool copy) {
-    int32_t newCapacity =
-        (run->capacity == 0)
-            ? RUN_DEFAULT_INIT_SIZE
-            : run->capacity < 64 ? run->capacity * 2
-                                 : run->capacity < 1024 ? run->capacity * 3 / 2
-                                                        : run->capacity * 5 / 4;
-    if (newCapacity < min) newCapacity = min;
-    run->capacity = newCapacity;
-    assert(run->capacity >= min);
-    if (copy) {
-        rle16_t *oldruns = run->runs;
-        run->runs =
-            (rle16_t *)realloc(oldruns, run->capacity * sizeof(rle16_t));
-        if (run->runs == NULL) free(oldruns);
-    } else {
-        // Jon Strabala reports that some tools complain otherwise
-        if (run->runs != NULL) {
-          free(run->runs);
-        }
-        run->runs = (rle16_t *)malloc(run->capacity * sizeof(rle16_t));
-    }
-    // handle the case where realloc fails
-    if (run->runs == NULL) {
-      fprintf(stderr, "could not allocate memory\n");
-    }
-    assert(run->runs != NULL);
-}
-
-/* copy one container into another */
-void run_container_copy(const run_container_t *src, run_container_t *dst) {
-    const int32_t n_runs = src->n_runs;
-    if (src->n_runs > dst->capacity) {
-        run_container_grow(dst, n_runs, false);
-    }
-    dst->n_runs = n_runs;
-    memcpy(dst->runs, src->runs, sizeof(rle16_t) * n_runs);
-}
-
-/* Compute the union of `src_1' and `src_2' and write the result to `dst'
- * It is assumed that `dst' is distinct from both `src_1' and `src_2'. */
-void run_container_union(const run_container_t *src_1,
-                         const run_container_t *src_2, run_container_t *dst) {
-    // TODO: this could be a lot more efficient
-
-    // we start out with inexpensive checks
-    const bool if1 = run_container_is_full(src_1);
-    const bool if2 = run_container_is_full(src_2);
-    if (if1 || if2) {
-        if (if1) {
-            run_container_copy(src_1, dst);
-            return;
-        }
-        if (if2) {
-            run_container_copy(src_2, dst);
-            return;
-        }
-    }
-    const int32_t neededcapacity = src_1->n_runs + src_2->n_runs;
-    if (dst->capacity < neededcapacity)
-        run_container_grow(dst, neededcapacity, false);
-    dst->n_runs = 0;
-    int32_t rlepos = 0;
-    int32_t xrlepos = 0;
-
-    rle16_t previousrle;
-    if (src_1->runs[rlepos].value <= src_2->runs[xrlepos].value) {
-        previousrle = run_container_append_first(dst, src_1->runs[rlepos]);
-        rlepos++;
-    } else {
-        previousrle = run_container_append_first(dst, src_2->runs[xrlepos]);
-        xrlepos++;
-    }
-
-    while ((xrlepos < src_2->n_runs) && (rlepos < src_1->n_runs)) {
-        rle16_t newrl;
-        if (src_1->runs[rlepos].value <= src_2->runs[xrlepos].value) {
-            newrl = src_1->runs[rlepos];
-            rlepos++;
-        } else {
-            newrl = src_2->runs[xrlepos];
-            xrlepos++;
-        }
-        run_container_append(dst, newrl, &previousrle);
-    }
-    while (xrlepos < src_2->n_runs) {
-        run_container_append(dst, src_2->runs[xrlepos], &previousrle);
-        xrlepos++;
-    }
-    while (rlepos < src_1->n_runs) {
-        run_container_append(dst, src_1->runs[rlepos], &previousrle);
-        rlepos++;
-    }
-}
-
-/* Compute the union of `src_1' and `src_2' and write the result to `src_1'
- */
-void run_container_union_inplace(run_container_t *src_1,
-                                 const run_container_t *src_2) {
-    // TODO: this could be a lot more efficient
-
-    // we start out with inexpensive checks
-    const bool if1 = run_container_is_full(src_1);
-    const bool if2 = run_container_is_full(src_2);
-    if (if1 || if2) {
-        if (if1) {
-            return;
-        }
-        if (if2) {
-            run_container_copy(src_2, src_1);
-            return;
-        }
-    }
-    // we move the data to the end of the current array
-    const int32_t maxoutput = src_1->n_runs + src_2->n_runs;
-    const int32_t neededcapacity = maxoutput + src_1->n_runs;
-    if (src_1->capacity < neededcapacity)
-        run_container_grow(src_1, neededcapacity, true);
-    memmove(src_1->runs + maxoutput, src_1->runs,
-            src_1->n_runs * sizeof(rle16_t));
-    rle16_t *inputsrc1 = src_1->runs + maxoutput;
-    const int32_t input1nruns = src_1->n_runs;
-    src_1->n_runs = 0;
-    int32_t rlepos = 0;
-    int32_t xrlepos = 0;
-
-    rle16_t previousrle;
-    if (inputsrc1[rlepos].value <= src_2->runs[xrlepos].value) {
-        previousrle = run_container_append_first(src_1, inputsrc1[rlepos]);
-        rlepos++;
-    } else {
-        previousrle = run_container_append_first(src_1, src_2->runs[xrlepos]);
-        xrlepos++;
-    }
-    while ((xrlepos < src_2->n_runs) && (rlepos < input1nruns)) {
-        rle16_t newrl;
-        if (inputsrc1[rlepos].value <= src_2->runs[xrlepos].value) {
-            newrl = inputsrc1[rlepos];
-            rlepos++;
-        } else {
-            newrl = src_2->runs[xrlepos];
-            xrlepos++;
-        }
-        run_container_append(src_1, newrl, &previousrle);
-    }
-    while (xrlepos < src_2->n_runs) {
-        run_container_append(src_1, src_2->runs[xrlepos], &previousrle);
-        xrlepos++;
-    }
-    while (rlepos < input1nruns) {
-        run_container_append(src_1, inputsrc1[rlepos], &previousrle);
-        rlepos++;
-    }
-}
-
-/* Compute the symmetric difference of `src_1' and `src_2' and write the result
- * to `dst'
- * It is assumed that `dst' is distinct from both `src_1' and `src_2'. */
-void run_container_xor(const run_container_t *src_1,
-                       const run_container_t *src_2, run_container_t *dst) {
-    // don't bother to convert xor with full range into negation
-    // since negation is implemented similarly
-
-    const int32_t neededcapacity = src_1->n_runs + src_2->n_runs;
-    if (dst->capacity < neededcapacity)
-        run_container_grow(dst, neededcapacity, false);
-
-    int32_t pos1 = 0;
-    int32_t pos2 = 0;
-    dst->n_runs = 0;
-
-    while ((pos1 < src_1->n_runs) && (pos2 < src_2->n_runs)) {
-        if (src_1->runs[pos1].value <= src_2->runs[pos2].value) {
-            run_container_smart_append_exclusive(dst, src_1->runs[pos1].value,
-                                                 src_1->runs[pos1].length);
-            pos1++;
-        } else {
-            run_container_smart_append_exclusive(dst, src_2->runs[pos2].value,
-                                                 src_2->runs[pos2].length);
-            pos2++;
-        }
-    }
-    while (pos1 < src_1->n_runs) {
-        run_container_smart_append_exclusive(dst, src_1->runs[pos1].value,
-                                             src_1->runs[pos1].length);
-        pos1++;
-    }
-
-    while (pos2 < src_2->n_runs) {
-        run_container_smart_append_exclusive(dst, src_2->runs[pos2].value,
-                                             src_2->runs[pos2].length);
-        pos2++;
-    }
-}
-
-/* Compute the intersection of src_1 and src_2 and write the result to
- * dst. It is assumed that dst is distinct from both src_1 and src_2. */
-void run_container_intersection(const run_container_t *src_1,
-                                const run_container_t *src_2,
-                                run_container_t *dst) {
-    const bool if1 = run_container_is_full(src_1);
-    const bool if2 = run_container_is_full(src_2);
-    if (if1 || if2) {
-        if (if1) {
-            run_container_copy(src_2, dst);
-            return;
-        }
-        if (if2) {
-            run_container_copy(src_1, dst);
-            return;
-        }
-    }
-    // TODO: this could be a lot more efficient, could use SIMD optimizations
-    const int32_t neededcapacity = src_1->n_runs + src_2->n_runs;
-    if (dst->capacity < neededcapacity)
-        run_container_grow(dst, neededcapacity, false);
-    dst->n_runs = 0;
-    int32_t rlepos = 0;
-    int32_t xrlepos = 0;
-    int32_t start = src_1->runs[rlepos].value;
-    int32_t end = start + src_1->runs[rlepos].length + 1;
-    int32_t xstart = src_2->runs[xrlepos].value;
-    int32_t xend = xstart + src_2->runs[xrlepos].length + 1;
-    while ((rlepos < src_1->n_runs) && (xrlepos < src_2->n_runs)) {
-        if (end <= xstart) {
-            ++rlepos;
-            if (rlepos < src_1->n_runs) {
-                start = src_1->runs[rlepos].value;
-                end = start + src_1->runs[rlepos].length + 1;
-            }
-        } else if (xend <= start) {
-            ++xrlepos;
-            if (xrlepos < src_2->n_runs) {
-                xstart = src_2->runs[xrlepos].value;
-                xend = xstart + src_2->runs[xrlepos].length + 1;
-            }
-        } else {  // they overlap
-            const int32_t lateststart = start > xstart ? start : xstart;
-            int32_t earliestend;
-            if (end == xend) {  // improbable
-                earliestend = end;
-                rlepos++;
-                xrlepos++;
-                if (rlepos < src_1->n_runs) {
-                    start = src_1->runs[rlepos].value;
-                    end = start + src_1->runs[rlepos].length + 1;
-                }
-                if (xrlepos < src_2->n_runs) {
-                    xstart = src_2->runs[xrlepos].value;
-                    xend = xstart + src_2->runs[xrlepos].length + 1;
-                }
-            } else if (end < xend) {
-                earliestend = end;
-                rlepos++;
-                if (rlepos < src_1->n_runs) {
-                    start = src_1->runs[rlepos].value;
-                    end = start + src_1->runs[rlepos].length + 1;
-                }
-
-            } else {  // end > xend
-                earliestend = xend;
-                xrlepos++;
-                if (xrlepos < src_2->n_runs) {
-                    xstart = src_2->runs[xrlepos].value;
-                    xend = xstart + src_2->runs[xrlepos].length + 1;
-                }
-            }
-            dst->runs[dst->n_runs].value = (uint16_t)lateststart;
-            dst->runs[dst->n_runs].length =
-                (uint16_t)(earliestend - lateststart - 1);
-            dst->n_runs++;
-        }
-    }
-}
-
-/* Compute the size of the intersection of src_1 and src_2 . */
-int run_container_intersection_cardinality(const run_container_t *src_1,
-                                           const run_container_t *src_2) {
-    const bool if1 = run_container_is_full(src_1);
-    const bool if2 = run_container_is_full(src_2);
-    if (if1 || if2) {
-        if (if1) {
-            return run_container_cardinality(src_2);
-        }
-        if (if2) {
-            return run_container_cardinality(src_1);
-        }
-    }
-    int answer = 0;
-    int32_t rlepos = 0;
-    int32_t xrlepos = 0;
-    int32_t start = src_1->runs[rlepos].value;
-    int32_t end = start + src_1->runs[rlepos].length + 1;
-    int32_t xstart = src_2->runs[xrlepos].value;
-    int32_t xend = xstart + src_2->runs[xrlepos].length + 1;
-    while ((rlepos < src_1->n_runs) && (xrlepos < src_2->n_runs)) {
-        if (end <= xstart) {
-            ++rlepos;
-            if (rlepos < src_1->n_runs) {
-                start = src_1->runs[rlepos].value;
-                end = start + src_1->runs[rlepos].length + 1;
-            }
-        } else if (xend <= start) {
-            ++xrlepos;
-            if (xrlepos < src_2->n_runs) {
-                xstart = src_2->runs[xrlepos].value;
-                xend = xstart + src_2->runs[xrlepos].length + 1;
-            }
-        } else {  // they overlap
-            const int32_t lateststart = start > xstart ? start : xstart;
-            int32_t earliestend;
-            if (end == xend) {  // improbable
-                earliestend = end;
-                rlepos++;
-                xrlepos++;
-                if (rlepos < src_1->n_runs) {
-                    start = src_1->runs[rlepos].value;
-                    end = start + src_1->runs[rlepos].length + 1;
-                }
-                if (xrlepos < src_2->n_runs) {
-                    xstart = src_2->runs[xrlepos].value;
-                    xend = xstart + src_2->runs[xrlepos].length + 1;
-                }
-            } else if (end < xend) {
-                earliestend = end;
-                rlepos++;
-                if (rlepos < src_1->n_runs) {
-                    start = src_1->runs[rlepos].value;
-                    end = start + src_1->runs[rlepos].length + 1;
-                }
-
-            } else {  // end > xend
-                earliestend = xend;
-                xrlepos++;
-                if (xrlepos < src_2->n_runs) {
-                    xstart = src_2->runs[xrlepos].value;
-                    xend = xstart + src_2->runs[xrlepos].length + 1;
-                }
-            }
-            answer += earliestend - lateststart;
-        }
-    }
-    return answer;
-}
-
-bool run_container_intersect(const run_container_t *src_1,
-                                const run_container_t *src_2) {
-    const bool if1 = run_container_is_full(src_1);
-    const bool if2 = run_container_is_full(src_2);
-    if (if1 || if2) {
-        if (if1) {
-            return !run_container_empty(src_2);
-        }
-        if (if2) {
-        	return !run_container_empty(src_1);
-        }
-    }
-    int32_t rlepos = 0;
-    int32_t xrlepos = 0;
-    int32_t start = src_1->runs[rlepos].value;
-    int32_t end = start + src_1->runs[rlepos].length + 1;
-    int32_t xstart = src_2->runs[xrlepos].value;
-    int32_t xend = xstart + src_2->runs[xrlepos].length + 1;
-    while ((rlepos < src_1->n_runs) && (xrlepos < src_2->n_runs)) {
-        if (end <= xstart) {
-            ++rlepos;
-            if (rlepos < src_1->n_runs) {
-                start = src_1->runs[rlepos].value;
-                end = start + src_1->runs[rlepos].length + 1;
-            }
-        } else if (xend <= start) {
-            ++xrlepos;
-            if (xrlepos < src_2->n_runs) {
-                xstart = src_2->runs[xrlepos].value;
-                xend = xstart + src_2->runs[xrlepos].length + 1;
-            }
-        } else {  // they overlap
-            return true;
-        }
-    }
-    return false;
-}
-
-
-/* Compute the difference of src_1 and src_2 and write the result to
- * dst. It is assumed that dst is distinct from both src_1 and src_2. */
-void run_container_andnot(const run_container_t *src_1,
-                          const run_container_t *src_2, run_container_t *dst) {
-    // following Java implementation as of June 2016
-
-    if (dst->capacity < src_1->n_runs + src_2->n_runs)
-        run_container_grow(dst, src_1->n_runs + src_2->n_runs, false);
-
-    dst->n_runs = 0;
-
-    int rlepos1 = 0;
-    int rlepos2 = 0;
-    int32_t start = src_1->runs[rlepos1].value;
-    int32_t end = start + src_1->runs[rlepos1].length + 1;
-    int32_t start2 = src_2->runs[rlepos2].value;
-    int32_t end2 = start2 + src_2->runs[rlepos2].length + 1;
-
-    while ((rlepos1 < src_1->n_runs) && (rlepos2 < src_2->n_runs)) {
-        if (end <= start2) {
-            // output the first run
-            dst->runs[dst->n_runs++] =
-                (rle16_t){.value = (uint16_t)start,
-                          .length = (uint16_t)(end - start - 1)};
-            rlepos1++;
-            if (rlepos1 < src_1->n_runs) {
-                start = src_1->runs[rlepos1].value;
-                end = start + src_1->runs[rlepos1].length + 1;
-            }
-        } else if (end2 <= start) {
-            // exit the second run
-            rlepos2++;
-            if (rlepos2 < src_2->n_runs) {
-                start2 = src_2->runs[rlepos2].value;
-                end2 = start2 + src_2->runs[rlepos2].length + 1;
-            }
-        } else {
-            if (start < start2) {
-                dst->runs[dst->n_runs++] =
-                    (rle16_t){.value = (uint16_t)start,
-                              .length = (uint16_t)(start2 - start - 1)};
-            }
-            if (end2 < end) {
-                start = end2;
-            } else {
-                rlepos1++;
-                if (rlepos1 < src_1->n_runs) {
-                    start = src_1->runs[rlepos1].value;
-                    end = start + src_1->runs[rlepos1].length + 1;
-                }
-            }
-        }
-    }
-    if (rlepos1 < src_1->n_runs) {
-        dst->runs[dst->n_runs++] = (rle16_t){
-            .value = (uint16_t)start, .length = (uint16_t)(end - start - 1)};
-        rlepos1++;
-        if (rlepos1 < src_1->n_runs) {
-            memcpy(dst->runs + dst->n_runs, src_1->runs + rlepos1,
-                   sizeof(rle16_t) * (src_1->n_runs - rlepos1));
-            dst->n_runs += src_1->n_runs - rlepos1;
-        }
-    }
-}
-
-int run_container_to_uint32_array(void *vout, const run_container_t *cont,
-                                  uint32_t base) {
-    int outpos = 0;
-    uint32_t *out = (uint32_t *)vout;
-    for (int i = 0; i < cont->n_runs; ++i) {
-        uint32_t run_start = base + cont->runs[i].value;
-        uint16_t le = cont->runs[i].length;
-        for (int j = 0; j <= le; ++j) {
-            uint32_t val = run_start + j;
-            memcpy(out + outpos, &val,
-                   sizeof(uint32_t));  // should be compiled as a MOV on x64
-            outpos++;
-        }
-    }
-    return outpos;
-}
-
-/*
- * Print this container using printf (useful for debugging).
- */
-void run_container_printf(const run_container_t *cont) {
-    for (int i = 0; i < cont->n_runs; ++i) {
-        uint16_t run_start = cont->runs[i].value;
-        uint16_t le = cont->runs[i].length;
-        printf("[%d,%d]", run_start, run_start + le);
-    }
-}
-
-/*
- * Print this container using printf as a comma-separated list of 32-bit
- * integers starting at base.
- */
-void run_container_printf_as_uint32_array(const run_container_t *cont,
-                                          uint32_t base) {
-    if (cont->n_runs == 0) return;
-    {
-        uint32_t run_start = base + cont->runs[0].value;
-        uint16_t le = cont->runs[0].length;
-        printf("%u", run_start);
-        for (uint32_t j = 1; j <= le; ++j) printf(",%u", run_start + j);
-    }
-    for (int32_t i = 1; i < cont->n_runs; ++i) {
-        uint32_t run_start = base + cont->runs[i].value;
-        uint16_t le = cont->runs[i].length;
-        for (uint32_t j = 0; j <= le; ++j) printf(",%u", run_start + j);
-    }
-}
-
-int32_t run_container_serialize(const run_container_t *container, char *buf) {
-    int32_t l, off;
-
-    memcpy(buf, &container->n_runs, off = sizeof(container->n_runs));
-    memcpy(&buf[off], &container->capacity, sizeof(container->capacity));
-    off += sizeof(container->capacity);
-
-    l = sizeof(rle16_t) * container->n_runs;
-    memcpy(&buf[off], container->runs, l);
-    return (off + l);
-}
-
-int32_t run_container_write(const run_container_t *container, char *buf) {
-    memcpy(buf, &container->n_runs, sizeof(uint16_t));
-    memcpy(buf + sizeof(uint16_t), container->runs,
-           container->n_runs * sizeof(rle16_t));
-    return run_container_size_in_bytes(container);
-}
-
-int32_t run_container_read(int32_t cardinality, run_container_t *container,
-                           const char *buf) {
-    (void)cardinality;
-    memcpy(&container->n_runs, buf, sizeof(uint16_t));
-    if (container->n_runs > container->capacity)
-        run_container_grow(container, container->n_runs, false);
-    if(container->n_runs > 0) {
-      memcpy(container->runs, buf + sizeof(uint16_t),
-           container->n_runs * sizeof(rle16_t));
-    }
-    return run_container_size_in_bytes(container);
-}
-
-uint32_t run_container_serialization_len(const run_container_t *container) {
-    return (sizeof(container->n_runs) + sizeof(container->capacity) +
-            sizeof(rle16_t) * container->n_runs);
-}
-
-void *run_container_deserialize(const char *buf, size_t buf_len) {
-    run_container_t *ptr;
-
-    if (buf_len < 8 /* n_runs + capacity */)
-        return (NULL);
-    else
-        buf_len -= 8;
-
-    if ((ptr = (run_container_t *)malloc(sizeof(run_container_t))) != NULL) {
-        size_t len;
-        int32_t off;
-
-        memcpy(&ptr->n_runs, buf, off = 4);
-        memcpy(&ptr->capacity, &buf[off], 4);
-        off += 4;
-
-        len = sizeof(rle16_t) * ptr->n_runs;
-
-        if (len != buf_len) {
-            free(ptr);
-            return (NULL);
-        }
-
-        if ((ptr->runs = (rle16_t *)malloc(len)) == NULL) {
-            free(ptr);
-            return (NULL);
-        }
-
-        memcpy(ptr->runs, &buf[off], len);
-
-        /* Check if returned values are monotonically increasing */
-        for (int32_t i = 0, j = 0; i < ptr->n_runs; i++) {
-            if (ptr->runs[i].value < j) {
-                free(ptr->runs);
-                free(ptr);
-                return (NULL);
-            } else
-                j = ptr->runs[i].value;
-        }
-    }
-
-    return (ptr);
-}
-
-bool run_container_iterate(const run_container_t *cont, uint32_t base,
-                           roaring_iterator iterator, void *ptr) {
-    for (int i = 0; i < cont->n_runs; ++i) {
-        uint32_t run_start = base + cont->runs[i].value;
-        uint16_t le = cont->runs[i].length;
-
-        for (int j = 0; j <= le; ++j)
-            if (!iterator(run_start + j, ptr)) return false;
-    }
-    return true;
-}
-
-bool run_container_iterate64(const run_container_t *cont, uint32_t base,
-                             roaring_iterator64 iterator, uint64_t high_bits,
-                             void *ptr) {
-    for (int i = 0; i < cont->n_runs; ++i) {
-        uint32_t run_start = base + cont->runs[i].value;
-        uint16_t le = cont->runs[i].length;
-
-        for (int j = 0; j <= le; ++j)
-            if (!iterator(high_bits | (uint64_t)(run_start + j), ptr))
-                return false;
-    }
-    return true;
-}
-
-bool run_container_equals(const run_container_t *container1,
-                          const run_container_t *container2) {
-    if (container1->n_runs != container2->n_runs) {
-        return false;
-    }
-    for (int32_t i = 0; i < container1->n_runs; ++i) {
-        if ((container1->runs[i].value != container2->runs[i].value) ||
-            (container1->runs[i].length != container2->runs[i].length))
-            return false;
-    }
-    return true;
-}
-
-bool run_container_is_subset(const run_container_t *container1,
-                             const run_container_t *container2) {
-    int i1 = 0, i2 = 0;
-    while (i1 < container1->n_runs && i2 < container2->n_runs) {
-        int start1 = container1->runs[i1].value;
-        int stop1 = start1 + container1->runs[i1].length;
-        int start2 = container2->runs[i2].value;
-        int stop2 = start2 + container2->runs[i2].length;
-        if (start1 < start2) {
-            return false;
-        } else {  // start1 >= start2
-            if (stop1 < stop2) {
-                i1++;
-            } else if (stop1 == stop2) {
-                i1++;
-                i2++;
-            } else {  // stop1 > stop2
-                i2++;
-            }
-        }
-    }
-    if (i1 == container1->n_runs) {
-        return true;
-    } else {
-        return false;
-    }
-}
-
-// TODO: write smart_append_exclusive version to match the overloaded 1 param
-// Java version (or  is it even used?)
-
-// follows the Java implementation closely
-// length is the rle-value.  Ie, run [10,12) uses a length value 1.
-void run_container_smart_append_exclusive(run_container_t *src,
-                                          const uint16_t start,
-                                          const uint16_t length) {
-    int old_end;
-    rle16_t *last_run = src->n_runs ? src->runs + (src->n_runs - 1) : NULL;
-    rle16_t *appended_last_run = src->runs + src->n_runs;
-
-    if (!src->n_runs ||
-        (start > (old_end = last_run->value + last_run->length + 1))) {
-        *appended_last_run = (rle16_t){.value = start, .length = length};
-        src->n_runs++;
-        return;
-    }
-    if (old_end == start) {
-        // we merge
-        last_run->length += (length + 1);
-        return;
-    }
-    int new_end = start + length + 1;
-
-    if (start == last_run->value) {
-        // wipe out previous
-        if (new_end < old_end) {
-            *last_run = (rle16_t){.value = (uint16_t)new_end,
-                                  .length = (uint16_t)(old_end - new_end - 1)};
-            return;
-        } else if (new_end > old_end) {
-            *last_run = (rle16_t){.value = (uint16_t)old_end,
-                                  .length = (uint16_t)(new_end - old_end - 1)};
-            return;
-        } else {
-            src->n_runs--;
-            return;
-        }
-    }
-    last_run->length = start - last_run->value - 1;
-    if (new_end < old_end) {
-        *appended_last_run =
-            (rle16_t){.value = (uint16_t)new_end,
-                      .length = (uint16_t)(old_end - new_end - 1)};
-        src->n_runs++;
-    } else if (new_end > old_end) {
-        *appended_last_run =
-            (rle16_t){.value = (uint16_t)old_end,
-                      .length = (uint16_t)(new_end - old_end - 1)};
-        src->n_runs++;
-    }
-}
-
-bool run_container_select(const run_container_t *container,
-                          uint32_t *start_rank, uint32_t rank,
-                          uint32_t *element) {
-    for (int i = 0; i < container->n_runs; i++) {
-        uint16_t length = container->runs[i].length;
-        if (rank <= *start_rank + length) {
-            uint16_t value = container->runs[i].value;
-            *element = value + rank - (*start_rank);
-            return true;
-        } else
-            *start_rank += length + 1;
-    }
-    return false;
-}
-
-int run_container_rank(const run_container_t *container, uint16_t x) {
-    int sum = 0;
-    uint32_t x32 = x;
-    for (int i = 0; i < container->n_runs; i++) {
-        uint32_t startpoint = container->runs[i].value;
-        uint32_t length = container->runs[i].length;
-        uint32_t endpoint = length + startpoint;
-        if (x <= endpoint) {
-            if (x < startpoint) break;
-            return sum + (x32 - startpoint) + 1;
-        } else {
-            sum += length + 1;
-        }
-    }
-    return sum;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/containers/run.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/roaring.c */
-#include <assert.h>
-#include <stdarg.h>
-#include <stdint.h>
-#include <stdio.h>
-#include <string.h>
-#include <inttypes.h>
-
-extern inline bool roaring_bitmap_contains(const roaring_bitmap_t *r,
-                                           uint32_t val);
-
-// this is like roaring_bitmap_add, but it populates pointer arguments in such a
-// way
-// that we can recover the container touched, which, in turn can be used to
-// accelerate some functions (when you repeatedly need to add to the same
-// container)
-void *containerptr_roaring_bitmap_add(roaring_bitmap_t *r,
-                                                    uint32_t val,
-                                                    uint8_t *typecode,
-                                                    int *index) {
-    uint16_t hb = val >> 16;
-    const int i = ra_get_index(&r->high_low_container, hb);
-    if (i >= 0) {
-        ra_unshare_container_at_index(&r->high_low_container, i);
-        void *container =
-            ra_get_container_at_index(&r->high_low_container, i, typecode);
-        uint8_t newtypecode = *typecode;
-        void *container2 =
-            container_add(container, val & 0xFFFF, *typecode, &newtypecode);
-        *index = i;
-        if (container2 != container) {
-            container_free(container, *typecode);
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-            *typecode = newtypecode;
-            return container2;
-        } else {
-            return container;
-        }
-    } else {
-        array_container_t *newac = array_container_create();
-        void *container = container_add(newac, val & 0xFFFF,
-                                        ARRAY_CONTAINER_TYPE_CODE, typecode);
-        // we could just assume that it stays an array container
-        ra_insert_new_key_value_at(&r->high_low_container, -i - 1, hb,
-                                   container, *typecode);
-        *index = -i - 1;
-        return container;
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_create() {
-    roaring_bitmap_t *ans =
-        (roaring_bitmap_t *)malloc(sizeof(roaring_bitmap_t));
-    if (!ans) {
-        return NULL;
-    }
-    bool is_ok = ra_init(&ans->high_low_container);
-    if (!is_ok) {
-        free(ans);
-        return NULL;
-    }
-    ans->copy_on_write = false;
-    return ans;
-}
-
-roaring_bitmap_t *roaring_bitmap_create_with_capacity(uint32_t cap) {
-    roaring_bitmap_t *ans =
-        (roaring_bitmap_t *)malloc(sizeof(roaring_bitmap_t));
-    if (!ans) {
-        return NULL;
-    }
-    bool is_ok = ra_init_with_capacity(&ans->high_low_container, cap);
-    if (!is_ok) {
-        free(ans);
-        return NULL;
-    }
-    ans->copy_on_write = false;
-    return ans;
-}
-
-void roaring_bitmap_add_many(roaring_bitmap_t *r, size_t n_args,
-                             const uint32_t *vals) {
-    void *container = NULL;  // hold value of last container touched
-    uint8_t typecode = 0;    // typecode of last container touched
-    uint32_t prev = 0;       // previous valued inserted
-    size_t i = 0;            // index of value
-    int containerindex = 0;
-    if (n_args == 0) return;
-    uint32_t val;
-    memcpy(&val, vals + i, sizeof(val));
-    container =
-        containerptr_roaring_bitmap_add(r, val, &typecode, &containerindex);
-    prev = val;
-    i++;
-    for (; i < n_args; i++) {
-        memcpy(&val, vals + i, sizeof(val));
-        if (((prev ^ val) >> 16) ==
-            0) {  // no need to seek the container, it is at hand
-            // because we already have the container at hand, we can do the
-            // insertion
-            // automatically, bypassing the roaring_bitmap_add call
-            uint8_t newtypecode = typecode;
-            void *container2 =
-                container_add(container, val & 0xFFFF, typecode, &newtypecode);
-            if (container2 != container) {  // rare instance when we need to
-                                            // change the container type
-                container_free(container, typecode);
-                ra_set_container_at_index(&r->high_low_container,
-                                          containerindex, container2,
-                                          newtypecode);
-                typecode = newtypecode;
-                container = container2;
-            }
-        } else {
-            container = containerptr_roaring_bitmap_add(r, val, &typecode,
-                                                        &containerindex);
-        }
-        prev = val;
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_of_ptr(size_t n_args, const uint32_t *vals) {
-    roaring_bitmap_t *answer = roaring_bitmap_create();
-    roaring_bitmap_add_many(answer, n_args, vals);
-    return answer;
-}
-
-roaring_bitmap_t *roaring_bitmap_of(size_t n_args, ...) {
-    // todo: could be greatly optimized but we do not expect this call to ever
-    // include long lists
-    roaring_bitmap_t *answer = roaring_bitmap_create();
-    va_list ap;
-    va_start(ap, n_args);
-    for (size_t i = 1; i <= n_args; i++) {
-        uint32_t val = va_arg(ap, uint32_t);
-        roaring_bitmap_add(answer, val);
-    }
-    va_end(ap);
-    return answer;
-}
-
-static inline uint32_t minimum_uint32(uint32_t a, uint32_t b) {
-    return (a < b) ? a : b;
-}
-
-static inline uint64_t minimum_uint64(uint64_t a, uint64_t b) {
-    return (a < b) ? a : b;
-}
-
-roaring_bitmap_t *roaring_bitmap_from_range(uint64_t min, uint64_t max,
-                                            uint32_t step) {
-    if(max >= UINT64_C(0x100000000)) {
-        max = UINT64_C(0x100000000);
-    }
-    if (step == 0) return NULL;
-    if (max <= min) return NULL;
-    roaring_bitmap_t *answer = roaring_bitmap_create();
-    if (step >= (1 << 16)) {
-        for (uint32_t value = (uint32_t)min; value < max; value += step) {
-            roaring_bitmap_add(answer, value);
-        }
-        return answer;
-    }
-    uint64_t min_tmp = min;
-    do {
-        uint32_t key = (uint32_t)min_tmp >> 16;
-        uint32_t container_min = min_tmp & 0xFFFF;
-        uint32_t container_max = (uint32_t)minimum_uint64(max - (key << 16), 1 << 16);
-        uint8_t type;
-        void *container = container_from_range(&type, container_min,
-                                               container_max, (uint16_t)step);
-        ra_append(&answer->high_low_container, key, container, type);
-        uint32_t gap = container_max - container_min + step - 1;
-        min_tmp += gap - (gap % step);
-    } while (min_tmp < max);
-    // cardinality of bitmap will be ((uint64_t) max - min + step - 1 ) / step
-    return answer;
-}
-
-void roaring_bitmap_add_range_closed(roaring_bitmap_t *ra, uint32_t min, uint32_t max) {
-    if (min > max) {
-        return;
-    }
-
-    uint32_t min_key = min >> 16;
-    uint32_t max_key = max >> 16;
-
-    int32_t num_required_containers = max_key - min_key + 1;
-    int32_t suffix_length = count_greater(ra->high_low_container.keys,
-                                          ra->high_low_container.size,
-                                          max_key);
-    int32_t prefix_length = count_less(ra->high_low_container.keys,
-                                       ra->high_low_container.size - suffix_length,
-                                       min_key);
-    int32_t common_length = ra->high_low_container.size - prefix_length - suffix_length;
-
-    if (num_required_containers > common_length) {
-        ra_shift_tail(&ra->high_low_container, suffix_length,
-                      num_required_containers - common_length);
-    }
-
-    int32_t src = prefix_length + common_length - 1;
-    int32_t dst = ra->high_low_container.size - suffix_length - 1;
-    for (uint32_t key = max_key; key != min_key-1; key--) { // beware of min_key==0
-        uint32_t container_min = (min_key == key) ? (min & 0xffff) : 0;
-        uint32_t container_max = (max_key == key) ? (max & 0xffff) : 0xffff;
-        void* new_container;
-        uint8_t new_type;
-
-        if (src >= 0 && ra->high_low_container.keys[src] == key) {
-            ra_unshare_container_at_index(&ra->high_low_container, src);
-            new_container = container_add_range(ra->high_low_container.containers[src],
-                                                ra->high_low_container.typecodes[src],
-                                                container_min, container_max, &new_type);
-            if (new_container != ra->high_low_container.containers[src]) {
-                container_free(ra->high_low_container.containers[src],
-                               ra->high_low_container.typecodes[src]);
-            }
-            src--;
-        } else {
-            new_container = container_from_range(&new_type, container_min,
-                                                 container_max+1, 1);
-        }
-        ra_replace_key_and_container_at_index(&ra->high_low_container, dst,
-                                              key, new_container, new_type);
-        dst--;
-    }
-}
-
-void roaring_bitmap_remove_range_closed(roaring_bitmap_t *ra, uint32_t min, uint32_t max) {
-    if (min > max) {
-        return;
-    }
-
-    uint32_t min_key = min >> 16;
-    uint32_t max_key = max >> 16;
-
-    int32_t src = count_less(ra->high_low_container.keys, ra->high_low_container.size, min_key);
-    int32_t dst = src;
-    while (src < ra->high_low_container.size && ra->high_low_container.keys[src] <= max_key) {
-        uint32_t container_min = (min_key == ra->high_low_container.keys[src]) ? (min & 0xffff) : 0;
-        uint32_t container_max = (max_key == ra->high_low_container.keys[src]) ? (max & 0xffff) : 0xffff;
-        ra_unshare_container_at_index(&ra->high_low_container, src);
-        void *new_container;
-        uint8_t new_type;
-        new_container = container_remove_range(ra->high_low_container.containers[src],
-                                               ra->high_low_container.typecodes[src],
-                                               container_min, container_max,
-                                               &new_type);
-        if (new_container != ra->high_low_container.containers[src]) {
-            container_free(ra->high_low_container.containers[src],
-                           ra->high_low_container.typecodes[src]);
-        }
-        if (new_container) {
-            ra_replace_key_and_container_at_index(&ra->high_low_container, dst,
-                                                  ra->high_low_container.keys[src],
-                                                  new_container, new_type);
-            dst++;
-        }
-        src++;
-    }
-    if (src > dst) {
-        ra_shift_tail(&ra->high_low_container, ra->high_low_container.size - src, dst - src);
-    }
-}
-
-void roaring_bitmap_add_range(roaring_bitmap_t *ra, uint64_t min, uint64_t max);
-void roaring_bitmap_remove_range(roaring_bitmap_t *ra, uint64_t min, uint64_t max);
-
-void roaring_bitmap_printf(const roaring_bitmap_t *ra) {
-    printf("{");
-    for (int i = 0; i < ra->high_low_container.size; ++i) {
-        container_printf_as_uint32_array(
-            ra->high_low_container.containers[i],
-            ra->high_low_container.typecodes[i],
-            ((uint32_t)ra->high_low_container.keys[i]) << 16);
-        if (i + 1 < ra->high_low_container.size) printf(",");
-    }
-    printf("}");
-}
-
-void roaring_bitmap_printf_describe(const roaring_bitmap_t *ra) {
-    printf("{");
-    for (int i = 0; i < ra->high_low_container.size; ++i) {
-        printf("%d: %s (%d)", ra->high_low_container.keys[i],
-               get_full_container_name(ra->high_low_container.containers[i],
-                                       ra->high_low_container.typecodes[i]),
-               container_get_cardinality(ra->high_low_container.containers[i],
-                                         ra->high_low_container.typecodes[i]));
-        if (ra->high_low_container.typecodes[i] == SHARED_CONTAINER_TYPE_CODE) {
-            printf(
-                "(shared count = %" PRIu32 " )",
-                ((shared_container_t *)(ra->high_low_container.containers[i]))
-                    ->counter);
-        }
-
-        if (i + 1 < ra->high_low_container.size) printf(", ");
-    }
-    printf("}");
-}
-
-typedef struct min_max_sum_s {
-    uint32_t min;
-    uint32_t max;
-    uint64_t sum;
-} min_max_sum_t;
-
-static bool min_max_sum_fnc(uint32_t value, void *param) {
-    min_max_sum_t *mms = (min_max_sum_t *)param;
-    if (value > mms->max) mms->max = value;
-    if (value < mms->min) mms->min = value;
-    mms->sum += value;
-    return true;  // we always process all data points
-}
-
-/**
-*  (For advanced users.)
-* Collect statistics about the bitmap
-*/
-void roaring_bitmap_statistics(const roaring_bitmap_t *ra,
-                               roaring_statistics_t *stat) {
-    memset(stat, 0, sizeof(*stat));
-    stat->n_containers = ra->high_low_container.size;
-    stat->cardinality = roaring_bitmap_get_cardinality(ra);
-    min_max_sum_t mms;
-    mms.min = UINT32_C(0xFFFFFFFF);
-    mms.max = UINT32_C(0);
-    mms.sum = 0;
-    roaring_iterate(ra, &min_max_sum_fnc, &mms);
-    stat->min_value = mms.min;
-    stat->max_value = mms.max;
-    stat->sum_value = mms.sum;
-
-    for (int i = 0; i < ra->high_low_container.size; ++i) {
-        uint8_t truetype =
-            get_container_type(ra->high_low_container.containers[i],
-                               ra->high_low_container.typecodes[i]);
-        uint32_t card =
-            container_get_cardinality(ra->high_low_container.containers[i],
-                                      ra->high_low_container.typecodes[i]);
-        uint32_t sbytes =
-            container_size_in_bytes(ra->high_low_container.containers[i],
-                                    ra->high_low_container.typecodes[i]);
-        switch (truetype) {
-            case BITSET_CONTAINER_TYPE_CODE:
-                stat->n_bitset_containers++;
-                stat->n_values_bitset_containers += card;
-                stat->n_bytes_bitset_containers += sbytes;
-                break;
-            case ARRAY_CONTAINER_TYPE_CODE:
-                stat->n_array_containers++;
-                stat->n_values_array_containers += card;
-                stat->n_bytes_array_containers += sbytes;
-                break;
-            case RUN_CONTAINER_TYPE_CODE:
-                stat->n_run_containers++;
-                stat->n_values_run_containers += card;
-                stat->n_bytes_run_containers += sbytes;
-                break;
-            default:
-                assert(false);
-                __builtin_unreachable();
-        }
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_copy(const roaring_bitmap_t *r) {
-    roaring_bitmap_t *ans =
-        (roaring_bitmap_t *)malloc(sizeof(roaring_bitmap_t));
-    if (!ans) {
-        return NULL;
-    }
-    bool is_ok = ra_copy(&r->high_low_container, &ans->high_low_container,
-                         r->copy_on_write);
-    if (!is_ok) {
-        free(ans);
-        return NULL;
-    }
-    ans->copy_on_write = r->copy_on_write;
-    return ans;
-}
-
-bool roaring_bitmap_overwrite(roaring_bitmap_t *dest,
-                                     const roaring_bitmap_t *src) {
-    return ra_overwrite(&src->high_low_container, &dest->high_low_container,
-                        src->copy_on_write);
-}
-
-void roaring_bitmap_free(roaring_bitmap_t *r) {
-    ra_clear(&r->high_low_container);
-    free(r);
-}
-
-void roaring_bitmap_clear(roaring_bitmap_t *r) {
-  ra_reset(&r->high_low_container);
-}
-
-void roaring_bitmap_add(roaring_bitmap_t *r, uint32_t val) {
-    const uint16_t hb = val >> 16;
-    const int i = ra_get_index(&r->high_low_container, hb);
-    uint8_t typecode;
-    if (i >= 0) {
-        ra_unshare_container_at_index(&r->high_low_container, i);
-        void *container =
-            ra_get_container_at_index(&r->high_low_container, i, &typecode);
-        uint8_t newtypecode = typecode;
-        void *container2 =
-            container_add(container, val & 0xFFFF, typecode, &newtypecode);
-        if (container2 != container) {
-            container_free(container, typecode);
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-        }
-    } else {
-        array_container_t *newac = array_container_create();
-        void *container = container_add(newac, val & 0xFFFF,
-                                        ARRAY_CONTAINER_TYPE_CODE, &typecode);
-        // we could just assume that it stays an array container
-        ra_insert_new_key_value_at(&r->high_low_container, -i - 1, hb,
-                                   container, typecode);
-    }
-}
-
-bool roaring_bitmap_add_checked(roaring_bitmap_t *r, uint32_t val) {
-    const uint16_t hb = val >> 16;
-    const int i = ra_get_index(&r->high_low_container, hb);
-    uint8_t typecode;
-    bool result = false;
-    if (i >= 0) {
-        ra_unshare_container_at_index(&r->high_low_container, i);
-        void *container =
-            ra_get_container_at_index(&r->high_low_container, i, &typecode);
-
-        const int oldCardinality =
-            container_get_cardinality(container, typecode);
-
-        uint8_t newtypecode = typecode;
-        void *container2 =
-            container_add(container, val & 0xFFFF, typecode, &newtypecode);
-        if (container2 != container) {
-            container_free(container, typecode);
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-            result = true;
-        } else {
-            const int newCardinality =
-                container_get_cardinality(container, newtypecode);
-
-            result = oldCardinality != newCardinality;
-        }
-    } else {
-        array_container_t *newac = array_container_create();
-        void *container = container_add(newac, val & 0xFFFF,
-                                        ARRAY_CONTAINER_TYPE_CODE, &typecode);
-        // we could just assume that it stays an array container
-        ra_insert_new_key_value_at(&r->high_low_container, -i - 1, hb,
-                                   container, typecode);
-        result = true;
-    }
-
-    return result;
-}
-
-void roaring_bitmap_remove(roaring_bitmap_t *r, uint32_t val) {
-    const uint16_t hb = val >> 16;
-    const int i = ra_get_index(&r->high_low_container, hb);
-    uint8_t typecode;
-    if (i >= 0) {
-        ra_unshare_container_at_index(&r->high_low_container, i);
-        void *container =
-            ra_get_container_at_index(&r->high_low_container, i, &typecode);
-        uint8_t newtypecode = typecode;
-        void *container2 =
-            container_remove(container, val & 0xFFFF, typecode, &newtypecode);
-        if (container2 != container) {
-            container_free(container, typecode);
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-        }
-        if (container_get_cardinality(container2, newtypecode) != 0) {
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-        } else {
-            ra_remove_at_index_and_free(&r->high_low_container, i);
-        }
-    }
-}
-
-bool roaring_bitmap_remove_checked(roaring_bitmap_t *r, uint32_t val) {
-    const uint16_t hb = val >> 16;
-    const int i = ra_get_index(&r->high_low_container, hb);
-    uint8_t typecode;
-    bool result = false;
-    if (i >= 0) {
-        ra_unshare_container_at_index(&r->high_low_container, i);
-        void *container =
-            ra_get_container_at_index(&r->high_low_container, i, &typecode);
-
-        const int oldCardinality =
-            container_get_cardinality(container, typecode);
-
-        uint8_t newtypecode = typecode;
-        void *container2 =
-            container_remove(container, val & 0xFFFF, typecode, &newtypecode);
-        if (container2 != container) {
-            container_free(container, typecode);
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-        }
-
-        const int newCardinality =
-            container_get_cardinality(container2, newtypecode);
-
-        if (newCardinality != 0) {
-            ra_set_container_at_index(&r->high_low_container, i, container2,
-                                      newtypecode);
-        } else {
-            ra_remove_at_index_and_free(&r->high_low_container, i);
-        }
-
-        result = oldCardinality != newCardinality;
-    }
-    return result;
-}
-
-void roaring_bitmap_remove_many(roaring_bitmap_t *r, size_t n_args,
-                                const uint32_t *vals) {
-    if (n_args == 0 || r->high_low_container.size == 0) {
-        return;
-    }
-    int32_t pos = -1; // position of the container used in the previous iteration
-    for (size_t i = 0; i < n_args; i++) {
-        uint16_t key = (uint16_t)(vals[i] >> 16);
-        if (pos < 0 || key != r->high_low_container.keys[pos]) {
-            pos = ra_get_index(&r->high_low_container, key);
-        }
-        if (pos >= 0) {
-            uint8_t new_typecode;
-            void *new_container;
-            new_container = container_remove(r->high_low_container.containers[pos],
-                                             vals[i] & 0xffff,
-                                             r->high_low_container.typecodes[pos],
-                                             &new_typecode);
-            if (new_container != r->high_low_container.containers[pos]) {
-                container_free(r->high_low_container.containers[pos],
-                               r->high_low_container.typecodes[pos]);
-                ra_replace_key_and_container_at_index(&r->high_low_container,
-                                                      pos, key, new_container,
-                                                      new_typecode);
-            }
-            if (!container_nonzero_cardinality(new_container, new_typecode)) {
-                container_free(new_container, new_typecode);
-                ra_remove_at_index(&r->high_low_container, pos);
-                pos = -1;
-            }
-        }
-    }
-}
-
-// there should be some SIMD optimizations possible here
-roaring_bitmap_t *roaring_bitmap_and(const roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    uint32_t neededcap = length1 > length2 ? length2 : length1;
-    roaring_bitmap_t *answer = roaring_bitmap_create_with_capacity(neededcap);
-    answer->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-
-    int pos1 = 0, pos2 = 0;
-
-    while (pos1 < length1 && pos2 < length2) {
-        const uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-        const uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        if (s1 == s2) {
-            uint8_t container_type_1, container_type_2;
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c = container_and(c1, container_type_1, c2, container_type_2,
-                                    &container_result_type);
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_append(&answer->high_low_container, s1, c,
-                          container_result_type);
-            } else {
-                container_free(
-                    c, container_result_type);  // otherwise:memory leak!
-            }
-            ++pos1;
-            ++pos2;
-        } else if (s1 < s2) {  // s1 < s2
-            pos1 = ra_advance_until(&x1->high_low_container, s2, pos1);
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(&x2->high_low_container, s1, pos2);
-        }
-    }
-    return answer;
-}
-
-/**
- * Compute the union of 'number' bitmaps.
- */
-roaring_bitmap_t *roaring_bitmap_or_many(size_t number,
-                                         const roaring_bitmap_t **x) {
-    if (number == 0) {
-        return roaring_bitmap_create();
-    }
-    if (number == 1) {
-        return roaring_bitmap_copy(x[0]);
-    }
-    roaring_bitmap_t *answer =
-        roaring_bitmap_lazy_or(x[0], x[1], LAZY_OR_BITSET_CONVERSION);
-    for (size_t i = 2; i < number; i++) {
-        roaring_bitmap_lazy_or_inplace(answer, x[i], LAZY_OR_BITSET_CONVERSION);
-    }
-    roaring_bitmap_repair_after_lazy(answer);
-    return answer;
-}
-
-/**
- * Compute the xor of 'number' bitmaps.
- */
-roaring_bitmap_t *roaring_bitmap_xor_many(size_t number,
-                                          const roaring_bitmap_t **x) {
-    if (number == 0) {
-        return roaring_bitmap_create();
-    }
-    if (number == 1) {
-        return roaring_bitmap_copy(x[0]);
-    }
-    roaring_bitmap_t *answer = roaring_bitmap_lazy_xor(x[0], x[1]);
-    for (size_t i = 2; i < number; i++) {
-        roaring_bitmap_lazy_xor_inplace(answer, x[i]);
-    }
-    roaring_bitmap_repair_after_lazy(answer);
-    return answer;
-}
-
-// inplace and (modifies its first argument).
-void roaring_bitmap_and_inplace(roaring_bitmap_t *x1,
-                                const roaring_bitmap_t *x2) {
-    if (x1 == x2) return;
-    int pos1 = 0, pos2 = 0, intersection_size = 0;
-    const int length1 = ra_get_size(&x1->high_low_container);
-    const int length2 = ra_get_size(&x2->high_low_container);
-
-    // any skipped-over or newly emptied containers in x1
-    // have to be freed.
-    while (pos1 < length1 && pos2 < length2) {
-        const uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-        const uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        if (s1 == s2) {
-            uint8_t typecode1, typecode2, typecode_result;
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &typecode1);
-            c1 = get_writable_copy_if_shared(c1, &typecode1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &typecode2);
-            void *c =
-                container_iand(c1, typecode1, c2, typecode2, &typecode_result);
-            if (c != c1) {  // in this instance a new container was created, and
-                            // we need to free the old one
-                container_free(c1, typecode1);
-            }
-            if (container_nonzero_cardinality(c, typecode_result)) {
-                ra_replace_key_and_container_at_index(&x1->high_low_container,
-                                                      intersection_size, s1, c,
-                                                      typecode_result);
-                intersection_size++;
-            } else {
-                container_free(c, typecode_result);
-            }
-            ++pos1;
-            ++pos2;
-        } else if (s1 < s2) {
-            pos1 = ra_advance_until_freeing(&x1->high_low_container, s2, pos1);
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(&x2->high_low_container, s1, pos2);
-        }
-    }
-
-    // if we ended early because x2 ran out, then all remaining in x1 should be
-    // freed
-    while (pos1 < length1) {
-        container_free(x1->high_low_container.containers[pos1],
-                       x1->high_low_container.typecodes[pos1]);
-        ++pos1;
-    }
-
-    // all containers after this have either been copied or freed
-    ra_downsize(&x1->high_low_container, intersection_size);
-}
-
-roaring_bitmap_t *roaring_bitmap_or(const roaring_bitmap_t *x1,
-                                    const roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    if (0 == length1) {
-        return roaring_bitmap_copy(x2);
-    }
-    if (0 == length2) {
-        return roaring_bitmap_copy(x1);
-    }
-    roaring_bitmap_t *answer =
-        roaring_bitmap_create_with_capacity(length1 + length2);
-    answer->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c = container_or(c1, container_type_1, c2, container_type_2,
-                                   &container_result_type);
-            // since we assume that the initial containers are non-empty, the
-            // result here
-            // can only be non-empty
-            ra_append(&answer->high_low_container, s1, c,
-                      container_result_type);
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            // c1 = container_clone(c1, container_type_1);
-            c1 =
-                get_copy_of_container(c1, &container_type_1, x1->copy_on_write);
-            if (x1->copy_on_write) {
-                ra_set_container_at_index(&x1->high_low_container, pos1, c1,
-                                          container_type_1);
-            }
-            ra_append(&answer->high_low_container, s1, c1, container_type_1);
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            // c2 = container_clone(c2, container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-            ra_append(&answer->high_low_container, s2, c2, container_type_2);
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x2->high_low_container, pos2, length2,
-                             x2->copy_on_write);
-    } else if (pos2 == length2) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x1->high_low_container, pos1, length1,
-                             x1->copy_on_write);
-    }
-    return answer;
-}
-
-// inplace or (modifies its first argument).
-void roaring_bitmap_or_inplace(roaring_bitmap_t *x1,
-                               const roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    int length1 = x1->high_low_container.size;
-    const int length2 = x2->high_low_container.size;
-
-    if (0 == length2) return;
-
-    if (0 == length1) {
-        roaring_bitmap_overwrite(x1, x2);
-        return;
-    }
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            if (!container_is_full(c1, container_type_1)) {
-                c1 = get_writable_copy_if_shared(c1, &container_type_1);
-
-                void *c2 = ra_get_container_at_index(&x2->high_low_container,
-                                                     pos2, &container_type_2);
-                void *c =
-                    container_ior(c1, container_type_1, c2, container_type_2,
-                                  &container_result_type);
-                if (c !=
-                    c1) {  // in this instance a new container was created, and
-                           // we need to free the old one
-                    container_free(c1, container_type_1);
-                }
-
-                ra_set_container_at_index(&x1->high_low_container, pos1, c,
-                                          container_result_type);
-            }
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-
-            // void *c2_clone = container_clone(c2, container_type_2);
-            ra_insert_new_key_value_at(&x1->high_low_container, pos1, s2, c2,
-                                       container_type_2);
-            pos1++;
-            length1++;
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&x1->high_low_container, &x2->high_low_container,
-                             pos2, length2, x2->copy_on_write);
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_xor(const roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    if (0 == length1) {
-        return roaring_bitmap_copy(x2);
-    }
-    if (0 == length2) {
-        return roaring_bitmap_copy(x1);
-    }
-    roaring_bitmap_t *answer =
-        roaring_bitmap_create_with_capacity(length1 + length2);
-    answer->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c = container_xor(c1, container_type_1, c2, container_type_2,
-                                    &container_result_type);
-
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_append(&answer->high_low_container, s1, c,
-                          container_result_type);
-            } else {
-                container_free(c, container_result_type);
-            }
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            c1 =
-                get_copy_of_container(c1, &container_type_1, x1->copy_on_write);
-            if (x1->copy_on_write) {
-                ra_set_container_at_index(&x1->high_low_container, pos1, c1,
-                                          container_type_1);
-            }
-            ra_append(&answer->high_low_container, s1, c1, container_type_1);
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-            ra_append(&answer->high_low_container, s2, c2, container_type_2);
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x2->high_low_container, pos2, length2,
-                             x2->copy_on_write);
-    } else if (pos2 == length2) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x1->high_low_container, pos1, length1,
-                             x1->copy_on_write);
-    }
-    return answer;
-}
-
-// inplace xor (modifies its first argument).
-
-void roaring_bitmap_xor_inplace(roaring_bitmap_t *x1,
-                                const roaring_bitmap_t *x2) {
-    assert(x1 != x2);
-    uint8_t container_result_type = 0;
-    int length1 = x1->high_low_container.size;
-    const int length2 = x2->high_low_container.size;
-
-    if (0 == length2) return;
-
-    if (0 == length1) {
-        roaring_bitmap_overwrite(x1, x2);
-        return;
-    }
-
-    // XOR can have new containers inserted from x2, but can also
-    // lose containers when x1 and x2 are nonempty and identical.
-
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            c1 = get_writable_copy_if_shared(c1, &container_type_1);
-
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c = container_ixor(c1, container_type_1, c2, container_type_2,
-                                     &container_result_type);
-
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_set_container_at_index(&x1->high_low_container, pos1, c,
-                                          container_result_type);
-                ++pos1;
-            } else {
-                container_free(c, container_result_type);
-                ra_remove_at_index(&x1->high_low_container, pos1);
-                --length1;
-            }
-
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-
-            ra_insert_new_key_value_at(&x1->high_low_container, pos1, s2, c2,
-                                       container_type_2);
-            pos1++;
-            length1++;
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&x1->high_low_container, &x2->high_low_container,
-                             pos2, length2, x2->copy_on_write);
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_andnot(const roaring_bitmap_t *x1,
-                                        const roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    if (0 == length1) {
-        roaring_bitmap_t *empty_bitmap = roaring_bitmap_create();
-        empty_bitmap->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-        return empty_bitmap;
-    }
-    if (0 == length2) {
-        return roaring_bitmap_copy(x1);
-    }
-    roaring_bitmap_t *answer = roaring_bitmap_create_with_capacity(length1);
-    answer->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = 0;
-    uint16_t s2 = 0;
-    while (true) {
-        s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-        s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c =
-                container_andnot(c1, container_type_1, c2, container_type_2,
-                                 &container_result_type);
-
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_append(&answer->high_low_container, s1, c,
-                          container_result_type);
-            } else {
-                container_free(c, container_result_type);
-            }
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-        } else if (s1 < s2) {  // s1 < s2
-            const int next_pos1 =
-                ra_advance_until(&x1->high_low_container, s2, pos1);
-            ra_append_copy_range(&answer->high_low_container,
-                                 &x1->high_low_container, pos1, next_pos1,
-                                 x1->copy_on_write);
-            // TODO : perhaps some of the copy_on_write should be based on
-            // answer rather than x1 (more stringent?).  Many similar cases
-            pos1 = next_pos1;
-            if (pos1 == length1) break;
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(&x2->high_low_container, s1, pos2);
-            if (pos2 == length2) break;
-        }
-    }
-    if (pos2 == length2) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x1->high_low_container, pos1, length1,
-                             x1->copy_on_write);
-    }
-    return answer;
-}
-
-// inplace andnot (modifies its first argument).
-
-void roaring_bitmap_andnot_inplace(roaring_bitmap_t *x1,
-                                   const roaring_bitmap_t *x2) {
-    assert(x1 != x2);
-
-    uint8_t container_result_type = 0;
-    int length1 = x1->high_low_container.size;
-    const int length2 = x2->high_low_container.size;
-    int intersection_size = 0;
-
-    if (0 == length2) return;
-
-    if (0 == length1) {
-        roaring_bitmap_clear(x1);
-        return;
-    }
-
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            c1 = get_writable_copy_if_shared(c1, &container_type_1);
-
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c =
-                container_iandnot(c1, container_type_1, c2, container_type_2,
-                                  &container_result_type);
-
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_replace_key_and_container_at_index(&x1->high_low_container,
-                                                      intersection_size++, s1,
-                                                      c, container_result_type);
-            } else {
-                container_free(c, container_result_type);
-            }
-
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            if (pos1 != intersection_size) {
-                void *c1 = ra_get_container_at_index(&x1->high_low_container,
-                                                     pos1, &container_type_1);
-
-                ra_replace_key_and_container_at_index(&x1->high_low_container,
-                                                      intersection_size, s1, c1,
-                                                      container_type_1);
-            }
-            intersection_size++;
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(&x2->high_low_container, s1, pos2);
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-
-    if (pos1 < length1) {
-        // all containers between intersection_size and
-        // pos1 are junk.  However, they have either been moved
-        // (thus still referenced) or involved in an iandnot
-        // that will clean up all containers that could not be reused.
-        // Thus we should not free the junk containers between
-        // intersection_size and pos1.
-        if (pos1 > intersection_size) {
-            // left slide of remaining items
-            ra_copy_range(&x1->high_low_container, pos1, length1,
-                          intersection_size);
-        }
-        // else current placement is fine
-        intersection_size += (length1 - pos1);
-    }
-    ra_downsize(&x1->high_low_container, intersection_size);
-}
-
-uint64_t roaring_bitmap_get_cardinality(const roaring_bitmap_t *ra) {
-    uint64_t card = 0;
-    for (int i = 0; i < ra->high_low_container.size; ++i)
-        card += container_get_cardinality(ra->high_low_container.containers[i],
-                                          ra->high_low_container.typecodes[i]);
-    return card;
-}
-
-uint64_t roaring_bitmap_range_cardinality(const roaring_bitmap_t *ra,
-                                          uint64_t range_start,
-                                          uint64_t range_end) {
-    if (range_end > UINT32_MAX) {
-        range_end = UINT32_MAX + UINT64_C(1);
-    }
-    if (range_start >= range_end) {
-        return 0;
-    }
-    range_end--; // make range_end inclusive
-    // now we have: 0 <= range_start <= range_end <= UINT32_MAX
-
-    int minhb = range_start >> 16;
-    int maxhb = range_end >> 16;
-
-    uint64_t card = 0;
-
-    int i = ra_get_index(&ra->high_low_container, minhb);
-    if (i >= 0) {
-        if (minhb == maxhb) {
-            card += container_rank(ra->high_low_container.containers[i],
-                                   ra->high_low_container.typecodes[i],
-                                   range_end & 0xffff);
-        } else {
-            card += container_get_cardinality(ra->high_low_container.containers[i],
-                                              ra->high_low_container.typecodes[i]);
-        }
-        if ((range_start & 0xffff) != 0) {
-            card -= container_rank(ra->high_low_container.containers[i],
-                                   ra->high_low_container.typecodes[i],
-                                   (range_start & 0xffff) - 1);
-        }
-        i++;
-    } else {
-        i = -i - 1;
-    }
-
-    for (; i < ra->high_low_container.size; i++) {
-        uint16_t key = ra->high_low_container.keys[i];
-        if (key < maxhb) {
-            card += container_get_cardinality(ra->high_low_container.containers[i],
-                                              ra->high_low_container.typecodes[i]);
-        } else if (key == maxhb) {
-            card += container_rank(ra->high_low_container.containers[i],
-                                   ra->high_low_container.typecodes[i],
-                                   range_end & 0xffff);
-            break;
-        } else {
-            break;
-        }
-    }
-
-    return card;
-}
-
-
-bool roaring_bitmap_is_empty(const roaring_bitmap_t *ra) {
-    return ra->high_low_container.size == 0;
-}
-
-void roaring_bitmap_to_uint32_array(const roaring_bitmap_t *ra, uint32_t *ans) {
-    ra_to_uint32_array(&ra->high_low_container, ans);
-}
-
-bool roaring_bitmap_range_uint32_array(const roaring_bitmap_t *ra, size_t offset, size_t limit,  uint32_t *ans) {
-    return ra_range_uint32_array(&ra->high_low_container, offset, limit, ans);
-}
-
-/** convert array and bitmap containers to run containers when it is more
- * efficient;
- * also convert from run containers when more space efficient.  Returns
- * true if the result has at least one run container.
-*/
-bool roaring_bitmap_run_optimize(roaring_bitmap_t *r) {
-    bool answer = false;
-    for (int i = 0; i < r->high_low_container.size; i++) {
-        uint8_t typecode_original, typecode_after;
-        ra_unshare_container_at_index(
-            &r->high_low_container, i);  // TODO: this introduces extra cloning!
-        void *c = ra_get_container_at_index(&r->high_low_container, i,
-                                            &typecode_original);
-        void *c1 = convert_run_optimize(c, typecode_original, &typecode_after);
-        if (typecode_after == RUN_CONTAINER_TYPE_CODE) answer = true;
-        ra_set_container_at_index(&r->high_low_container, i, c1,
-                                  typecode_after);
-    }
-    return answer;
-}
-
-size_t roaring_bitmap_shrink_to_fit(roaring_bitmap_t *r) {
-    size_t answer = 0;
-    for (int i = 0; i < r->high_low_container.size; i++) {
-        uint8_t typecode_original;
-        void *c = ra_get_container_at_index(&r->high_low_container, i,
-                                            &typecode_original);
-        answer += container_shrink_to_fit(c, typecode_original);
-    }
-    answer += ra_shrink_to_fit(&r->high_low_container);
-    return answer;
-}
-
-/**
- *  Remove run-length encoding even when it is more space efficient
- *  return whether a change was applied
- */
-bool roaring_bitmap_remove_run_compression(roaring_bitmap_t *r) {
-    bool answer = false;
-    for (int i = 0; i < r->high_low_container.size; i++) {
-        uint8_t typecode_original, typecode_after;
-        void *c = ra_get_container_at_index(&r->high_low_container, i,
-                                            &typecode_original);
-        if (get_container_type(c, typecode_original) ==
-            RUN_CONTAINER_TYPE_CODE) {
-            answer = true;
-            if (typecode_original == SHARED_CONTAINER_TYPE_CODE) {
-                run_container_t *truec =
-                    (run_container_t *)((shared_container_t *)c)->container;
-                int32_t card = run_container_cardinality(truec);
-                void *c1 = convert_to_bitset_or_array_container(
-                    truec, card, &typecode_after);
-                shared_container_free((shared_container_t *)c);
-                ra_set_container_at_index(&r->high_low_container, i, c1,
-                                          typecode_after);
-
-            } else {
-                int32_t card = run_container_cardinality((run_container_t *)c);
-                void *c1 = convert_to_bitset_or_array_container(
-                    (run_container_t *)c, card, &typecode_after);
-                ra_set_container_at_index(&r->high_low_container, i, c1,
-                                          typecode_after);
-            }
-        }
-    }
-    return answer;
-}
-
-size_t roaring_bitmap_serialize(const roaring_bitmap_t *ra, char *buf) {
-    size_t portablesize = roaring_bitmap_portable_size_in_bytes(ra);
-    uint64_t cardinality = roaring_bitmap_get_cardinality(ra);
-    uint64_t sizeasarray = cardinality * sizeof(uint32_t) + sizeof(uint32_t);
-    if (portablesize < sizeasarray) {
-        buf[0] = SERIALIZATION_CONTAINER;
-        return roaring_bitmap_portable_serialize(ra, buf + 1) + 1;
-    } else {
-        buf[0] = SERIALIZATION_ARRAY_UINT32;
-        memcpy(buf + 1, &cardinality, sizeof(uint32_t));
-        roaring_bitmap_to_uint32_array(
-            ra, (uint32_t *)(buf + 1 + sizeof(uint32_t)));
-        return 1 + (size_t)sizeasarray;
-    }
-}
-
-size_t roaring_bitmap_size_in_bytes(const roaring_bitmap_t *ra) {
-    size_t portablesize = roaring_bitmap_portable_size_in_bytes(ra);
-    uint64_t sizeasarray = roaring_bitmap_get_cardinality(ra) * sizeof(uint32_t) +
-                         sizeof(uint32_t);
-    return portablesize < sizeasarray ? portablesize + 1 : (size_t)sizeasarray + 1;
-}
-
-size_t roaring_bitmap_portable_size_in_bytes(const roaring_bitmap_t *ra) {
-    return ra_portable_size_in_bytes(&ra->high_low_container);
-}
-
-
-roaring_bitmap_t *roaring_bitmap_portable_deserialize_safe(const char *buf, size_t maxbytes) {
-    roaring_bitmap_t *ans =
-        (roaring_bitmap_t *)malloc(sizeof(roaring_bitmap_t));
-    if (ans == NULL) {
-        return NULL;
-    }
-    size_t bytesread;
-    bool is_ok = ra_portable_deserialize(&ans->high_low_container, buf, maxbytes, &bytesread);
-    if(is_ok) assert(bytesread <= maxbytes);
-    ans->copy_on_write = false;
-    if (!is_ok) {
-        free(ans);
-        return NULL;
-    }
-    return ans;
-}
-
-roaring_bitmap_t *roaring_bitmap_portable_deserialize(const char *buf) {
-    return roaring_bitmap_portable_deserialize_safe(buf, SIZE_MAX);
-}
-
-
-size_t roaring_bitmap_portable_deserialize_size(const char *buf, size_t maxbytes) {
-  return ra_portable_deserialize_size(buf, maxbytes);
-}
-
-
-size_t roaring_bitmap_portable_serialize(const roaring_bitmap_t *ra,
-                                         char *buf) {
-    return ra_portable_serialize(&ra->high_low_container, buf);
-}
-
-roaring_bitmap_t *roaring_bitmap_deserialize(const void *buf) {
-    const char *bufaschar = (const char *)buf;
-    if (*(const unsigned char *)buf == SERIALIZATION_ARRAY_UINT32) {
-        /* This looks like a compressed set of uint32_t elements */
-        uint32_t card;
-        memcpy(&card, bufaschar + 1, sizeof(uint32_t));
-        const uint32_t *elems =
-            (const uint32_t *)(bufaschar + 1 + sizeof(uint32_t));
-
-        return roaring_bitmap_of_ptr(card, elems);
-    } else if (bufaschar[0] == SERIALIZATION_CONTAINER) {
-        return roaring_bitmap_portable_deserialize(bufaschar + 1);
-    } else
-        return (NULL);
-}
-
-bool roaring_iterate(const roaring_bitmap_t *ra, roaring_iterator iterator,
-                     void *ptr) {
-    for (int i = 0; i < ra->high_low_container.size; ++i)
-        if (!container_iterate(ra->high_low_container.containers[i],
-                               ra->high_low_container.typecodes[i],
-                               ((uint32_t)ra->high_low_container.keys[i]) << 16,
-                               iterator, ptr)) {
-            return false;
-        }
-    return true;
-}
-
-bool roaring_iterate64(const roaring_bitmap_t *ra, roaring_iterator64 iterator,
-                       uint64_t high_bits, void *ptr) {
-    for (int i = 0; i < ra->high_low_container.size; ++i)
-        if (!container_iterate64(
-                ra->high_low_container.containers[i],
-                ra->high_low_container.typecodes[i],
-                ((uint32_t)ra->high_low_container.keys[i]) << 16, iterator,
-                high_bits, ptr)) {
-            return false;
-        }
-    return true;
-}
-
-/****
-* begin roaring_uint32_iterator_t
-*****/
-
-static bool loadfirstvalue(roaring_uint32_iterator_t *newit) {
-    newit->in_container_index = 0;
-    newit->run_index = 0;
-    newit->current_value = 0;
-    if (newit->container_index >=
-        newit->parent->high_low_container.size) {  // otherwise nothing
-        newit->current_value = UINT32_MAX;
-        return (newit->has_value = false);
-    }
-    // assume not empty
-    newit->has_value = true;
-    // we precompute container, typecode and highbits so that successive
-    // iterators do not have to grab them from odd memory locations
-    // and have to worry about the (easily predicted) container_unwrap_shared
-    // call.
-    newit->container =
-        newit->parent->high_low_container.containers[newit->container_index];
-    newit->typecode =
-        newit->parent->high_low_container.typecodes[newit->container_index];
-    newit->highbits =
-        ((uint32_t)
-             newit->parent->high_low_container.keys[newit->container_index])
-        << 16;
-    newit->container =
-        container_unwrap_shared(newit->container, &(newit->typecode));
-    uint32_t wordindex;
-    uint64_t word;  // used for bitsets
-    switch (newit->typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            wordindex = 0;
-            while ((word = ((const bitset_container_t *)(newit->container))
-                               ->array[wordindex]) == 0)
-                wordindex++;  // advance
-            // here "word" is non-zero
-            newit->in_container_index = wordindex * 64 + __builtin_ctzll(word);
-            newit->current_value = newit->highbits | newit->in_container_index;
-            break;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            newit->current_value =
-                newit->highbits |
-                ((const array_container_t *)(newit->container))->array[0];
-            break;
-        case RUN_CONTAINER_TYPE_CODE:
-            newit->current_value =
-                newit->highbits |
-                (((const run_container_t *)(newit->container))->runs[0].value);
-            newit->in_run_index =
-                newit->current_value +
-                (((const run_container_t *)(newit->container))->runs[0].length);
-            break;
-        default:
-            // if this ever happens, bug!
-            assert(false);
-    }  // switch (typecode)
-    return true;
-}
-
-// prerequesite: the value should be in range of the container
-static bool loadfirstvalue_largeorequal(roaring_uint32_iterator_t *newit, uint32_t val) {
-    uint16_t lb = val & 0xFFFF;
-    newit->in_container_index = 0;
-    newit->run_index = 0;
-    newit->current_value = 0;
-    // assume it is found
-    newit->has_value = true;
-    newit->container =
-        newit->parent->high_low_container.containers[newit->container_index];
-    newit->typecode =
-        newit->parent->high_low_container.typecodes[newit->container_index];
-    newit->highbits =
-        ((uint32_t)
-             newit->parent->high_low_container.keys[newit->container_index])
-        << 16;
-    newit->container =
-        container_unwrap_shared(newit->container, &(newit->typecode));
-    switch (newit->typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            newit->in_container_index =  bitset_container_index_equalorlarger((const bitset_container_t *)(newit->container), lb);
-            newit->current_value = newit->highbits | newit->in_container_index;
-            break;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            newit->in_container_index = array_container_index_equalorlarger((const array_container_t *)(newit->container), lb);
-            newit->current_value =
-                newit->highbits |
-                ((const array_container_t *)(newit->container))->array[newit->in_container_index];
-            break;
-        case RUN_CONTAINER_TYPE_CODE:
-            newit->run_index = run_container_index_equalorlarger((const run_container_t *)(newit->container), lb);
-            if(((const run_container_t *)(newit->container))->runs[newit->run_index].value <= lb) {
-              newit->current_value = val;
-            } else {
-              newit->current_value =
-                newit->highbits |
-                (((const run_container_t *)(newit->container))->runs[newit->run_index].value);
-            }
-            newit->in_run_index =
-                (newit->highbits | (((const run_container_t *)(newit->container))->runs[newit->run_index].value)) +
-                (((const run_container_t *)(newit->container))->runs[newit->run_index].length);
-
-            break;
-        default:
-            // if this ever happens, bug!
-            assert(false);
-    }  // switch (typecode)
-    return true;
-}
-
-void roaring_init_iterator(const roaring_bitmap_t *ra,
-                           roaring_uint32_iterator_t *newit) {
-    newit->parent = ra;
-    newit->container_index = 0;
-    newit->has_value = loadfirstvalue(newit);
-}
-
-roaring_uint32_iterator_t *roaring_create_iterator(const roaring_bitmap_t *ra) {
-    roaring_uint32_iterator_t *newit =
-        (roaring_uint32_iterator_t *)malloc(sizeof(roaring_uint32_iterator_t));
-    if (newit == NULL) return NULL;
-    roaring_init_iterator(ra, newit);
-    return newit;
-}
-
-roaring_uint32_iterator_t *roaring_copy_uint32_iterator(
-    const roaring_uint32_iterator_t *it) {
-    roaring_uint32_iterator_t *newit =
-        (roaring_uint32_iterator_t *)malloc(sizeof(roaring_uint32_iterator_t));
-    memcpy(newit, it, sizeof(roaring_uint32_iterator_t));
-    return newit;
-}
-
-bool roaring_move_uint32_iterator_equalorlarger(roaring_uint32_iterator_t *it, uint32_t val) {
-    uint16_t hb = val >> 16;
-    const int i = ra_get_index(& it->parent->high_low_container, hb);
-    if (i >= 0) {
-      uint32_t lowvalue = container_maximum(it->parent->high_low_container.containers[i], it->parent->high_low_container.typecodes[i]);
-      uint16_t lb = val & 0xFFFF;
-      if(lowvalue < lb ) {
-        it->container_index = i+1; // will have to load first value of next container
-      } else {// the value is necessarily within the range of the container
-        it->container_index = i;
-        it->has_value = loadfirstvalue_largeorequal(it, val);
-        return it->has_value;
-      }
-    } else {
-      // there is no matching, so we are going for the next container
-      it->container_index = -i-1;
-    }
-    it->has_value = loadfirstvalue(it);
-    return it->has_value;
-}
-
-
-bool roaring_advance_uint32_iterator(roaring_uint32_iterator_t *it) {
-    if (it->container_index >= it->parent->high_low_container.size) {
-        return (it->has_value = false);
-    }
-    uint32_t wordindex;  // used for bitsets
-    uint64_t word;       // used for bitsets
-    switch (it->typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            it->in_container_index++;
-            wordindex = it->in_container_index / 64;
-            if (wordindex >= BITSET_CONTAINER_SIZE_IN_WORDS) break;
-            word = ((const bitset_container_t *)(it->container))
-                       ->array[wordindex] &
-                   (UINT64_MAX << (it->in_container_index % 64));
-            // next part could be optimized/simplified
-            while ((word == 0) &&
-                   (wordindex + 1 < BITSET_CONTAINER_SIZE_IN_WORDS)) {
-                wordindex++;
-                word = ((const bitset_container_t *)(it->container))
-                           ->array[wordindex];
-            }
-            if (word != 0) {
-                it->in_container_index = wordindex * 64 + __builtin_ctzll(word);
-                it->current_value = it->highbits | it->in_container_index;
-                return (it->has_value = true);
-            }
-            break;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            it->in_container_index++;
-            if (it->in_container_index <
-                ((const array_container_t *)(it->container))->cardinality) {
-                it->current_value = it->highbits |
-                                    ((const array_container_t *)(it->container))
-                                        ->array[it->in_container_index];
-                return true;
-            }
-            break;
-        case RUN_CONTAINER_TYPE_CODE:
-            if(it->current_value == UINT32_MAX) {
-              return (it->has_value = false); // without this, we risk an overflow to zero
-            }
-            it->current_value++;
-            if (it->current_value <= it->in_run_index) {
-                return (it->has_value = true);
-            }
-            it->run_index++;
-            if (it->run_index <
-                ((const run_container_t *)(it->container))->n_runs) {
-                it->current_value =
-                    it->highbits | (((const run_container_t *)(it->container))
-                                        ->runs[it->run_index]
-                                        .value);
-                it->in_run_index = it->current_value +
-                                   ((const run_container_t *)(it->container))
-                                       ->runs[it->run_index]
-                                       .length;
-                return (it->has_value = true);
-            }
-            break;
-        default:
-            // if this ever happens, bug!
-            assert(false);
-    }  // switch (typecode)
-    // moving to next container
-    it->container_index++;
-    return (it->has_value = loadfirstvalue(it));
-}
-
-uint32_t roaring_read_uint32_iterator(roaring_uint32_iterator_t *it, uint32_t* buf, uint32_t count) {
-  uint32_t ret = 0;
-  uint32_t num_values;
-  uint32_t wordindex;  // used for bitsets
-  uint64_t word;       // used for bitsets
-  const array_container_t* acont; //TODO remove
-  const run_container_t* rcont; //TODO remove
-  const bitset_container_t* bcont; //TODO remove
-
-  while (it->has_value && ret < count) {
-    switch (it->typecode) {
-      case BITSET_CONTAINER_TYPE_CODE:
-        bcont = (const bitset_container_t*)(it->container);
-        wordindex = it->in_container_index / 64;
-        word = bcont->array[wordindex] & (UINT64_MAX << (it->in_container_index % 64));
-        do {
-          while (word != 0 && ret < count) {
-            buf[0] = it->highbits | (wordindex * 64 + __builtin_ctzll(word));
-            word = word & (word - 1);
-            buf++;
-            ret++;
-          }
-          while (word == 0 && wordindex+1 < BITSET_CONTAINER_SIZE_IN_WORDS) {
-            wordindex++;
-            word = bcont->array[wordindex];
-          }
-        } while (word != 0 && ret < count);
-        it->has_value = (word != 0);
-        if (it->has_value) {
-          it->in_container_index = wordindex * 64 + __builtin_ctzll(word);
-          it->current_value = it->highbits | it->in_container_index;
-        }
-        break;
-      case ARRAY_CONTAINER_TYPE_CODE:
-        acont = (const array_container_t *)(it->container);
-        num_values = minimum_uint32(acont->cardinality - it->in_container_index, count - ret);
-        for (uint32_t i = 0; i < num_values; i++) {
-          buf[i] = it->highbits | acont->array[it->in_container_index + i];
-        }
-        buf += num_values;
-        ret += num_values;
-        it->in_container_index += num_values;
-        it->has_value = (it->in_container_index < acont->cardinality);
-        if (it->has_value) {
-          it->current_value = it->highbits | acont->array[it->in_container_index];
-        }
-        break;
-      case RUN_CONTAINER_TYPE_CODE:
-        rcont = (const run_container_t*)(it->container);
-        //"in_run_index" name is misleading, read it as "max_value_in_current_run"
-        do {
-          num_values = minimum_uint32(it->in_run_index - it->current_value + 1, count - ret);
-          for (uint32_t i = 0; i < num_values; i++) {
-            buf[i] = it->current_value + i;
-          }
-          it->current_value += num_values; // this can overflow to zero: UINT32_MAX+1=0
-          buf += num_values;
-          ret += num_values;
-
-          if (it->current_value > it->in_run_index || it->current_value == 0) {
-            it->run_index++;
-            if (it->run_index < rcont->n_runs) {
-              it->current_value = it->highbits | rcont->runs[it->run_index].value;
-              it->in_run_index = it->current_value + rcont->runs[it->run_index].length;
-            } else {
-              it->has_value = false;
-            }
-          }
-        } while ((ret < count) && it->has_value);
-        break;
-      default:
-        assert(false);
-    }
-    if (it->has_value) {
-      assert(ret == count);
-      return ret;
-    }
-    it->container_index++;
-    it->has_value = loadfirstvalue(it);
-  }
-  return ret;
-}
-
-
-
-void roaring_free_uint32_iterator(roaring_uint32_iterator_t *it) { free(it); }
-
-/****
-* end of roaring_uint32_iterator_t
-*****/
-
-bool roaring_bitmap_equals(const roaring_bitmap_t *ra1,
-                           const roaring_bitmap_t *ra2) {
-    if (ra1->high_low_container.size != ra2->high_low_container.size) {
-        return false;
-    }
-    for (int i = 0; i < ra1->high_low_container.size; ++i) {
-        if (ra1->high_low_container.keys[i] !=
-            ra2->high_low_container.keys[i]) {
-            return false;
-        }
-    }
-    for (int i = 0; i < ra1->high_low_container.size; ++i) {
-        bool areequal = container_equals(ra1->high_low_container.containers[i],
-                                         ra1->high_low_container.typecodes[i],
-                                         ra2->high_low_container.containers[i],
-                                         ra2->high_low_container.typecodes[i]);
-        if (!areequal) {
-            return false;
-        }
-    }
-    return true;
-}
-
-bool roaring_bitmap_is_subset(const roaring_bitmap_t *ra1,
-                              const roaring_bitmap_t *ra2) {
-    const int length1 = ra1->high_low_container.size,
-              length2 = ra2->high_low_container.size;
-
-    int pos1 = 0, pos2 = 0;
-
-    while (pos1 < length1 && pos2 < length2) {
-        const uint16_t s1 = ra_get_key_at_index(&ra1->high_low_container, pos1);
-        const uint16_t s2 = ra_get_key_at_index(&ra2->high_low_container, pos2);
-
-        if (s1 == s2) {
-            uint8_t container_type_1, container_type_2;
-            void *c1 = ra_get_container_at_index(&ra1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&ra2->high_low_container, pos2,
-                                                 &container_type_2);
-            bool subset =
-                container_is_subset(c1, container_type_1, c2, container_type_2);
-            if (!subset) return false;
-            ++pos1;
-            ++pos2;
-        } else if (s1 < s2) {  // s1 < s2
-            return false;
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(&ra2->high_low_container, s1, pos2);
-        }
-    }
-    if (pos1 == length1)
-        return true;
-    else
-        return false;
-}
-
-static void insert_flipped_container(roaring_array_t *ans_arr,
-                                     const roaring_array_t *x1_arr, uint16_t hb,
-                                     uint16_t lb_start, uint16_t lb_end) {
-    const int i = ra_get_index(x1_arr, hb);
-    const int j = ra_get_index(ans_arr, hb);
-    uint8_t ctype_in, ctype_out;
-    void *flipped_container = NULL;
-    if (i >= 0) {
-        void *container_to_flip =
-            ra_get_container_at_index(x1_arr, i, &ctype_in);
-        flipped_container =
-            container_not_range(container_to_flip, ctype_in, (uint32_t)lb_start,
-                                (uint32_t)(lb_end + 1), &ctype_out);
-
-        if (container_get_cardinality(flipped_container, ctype_out))
-            ra_insert_new_key_value_at(ans_arr, -j - 1, hb, flipped_container,
-                                       ctype_out);
-        else {
-            container_free(flipped_container, ctype_out);
-        }
-    } else {
-        flipped_container = container_range_of_ones(
-            (uint32_t)lb_start, (uint32_t)(lb_end + 1), &ctype_out);
-        ra_insert_new_key_value_at(ans_arr, -j - 1, hb, flipped_container,
-                                   ctype_out);
-    }
-}
-
-static void inplace_flip_container(roaring_array_t *x1_arr, uint16_t hb,
-                                   uint16_t lb_start, uint16_t lb_end) {
-    const int i = ra_get_index(x1_arr, hb);
-    uint8_t ctype_in, ctype_out;
-    void *flipped_container = NULL;
-    if (i >= 0) {
-        void *container_to_flip =
-            ra_get_container_at_index(x1_arr, i, &ctype_in);
-        flipped_container = container_inot_range(
-            container_to_flip, ctype_in, (uint32_t)lb_start,
-            (uint32_t)(lb_end + 1), &ctype_out);
-        // if a new container was created, the old one was already freed
-        if (container_get_cardinality(flipped_container, ctype_out)) {
-            ra_set_container_at_index(x1_arr, i, flipped_container, ctype_out);
-        } else {
-            container_free(flipped_container, ctype_out);
-            ra_remove_at_index(x1_arr, i);
-        }
-
-    } else {
-        flipped_container = container_range_of_ones(
-            (uint32_t)lb_start, (uint32_t)(lb_end + 1), &ctype_out);
-        ra_insert_new_key_value_at(x1_arr, -i - 1, hb, flipped_container,
-                                   ctype_out);
-    }
-}
-
-static void insert_fully_flipped_container(roaring_array_t *ans_arr,
-                                           const roaring_array_t *x1_arr,
-                                           uint16_t hb) {
-    const int i = ra_get_index(x1_arr, hb);
-    const int j = ra_get_index(ans_arr, hb);
-    uint8_t ctype_in, ctype_out;
-    void *flipped_container = NULL;
-    if (i >= 0) {
-        void *container_to_flip =
-            ra_get_container_at_index(x1_arr, i, &ctype_in);
-        flipped_container =
-            container_not(container_to_flip, ctype_in, &ctype_out);
-        if (container_get_cardinality(flipped_container, ctype_out))
-            ra_insert_new_key_value_at(ans_arr, -j - 1, hb, flipped_container,
-                                       ctype_out);
-        else {
-            container_free(flipped_container, ctype_out);
-        }
-    } else {
-        flipped_container = container_range_of_ones(0U, 0x10000U, &ctype_out);
-        ra_insert_new_key_value_at(ans_arr, -j - 1, hb, flipped_container,
-                                   ctype_out);
-    }
-}
-
-static void inplace_fully_flip_container(roaring_array_t *x1_arr, uint16_t hb) {
-    const int i = ra_get_index(x1_arr, hb);
-    uint8_t ctype_in, ctype_out;
-    void *flipped_container = NULL;
-    if (i >= 0) {
-        void *container_to_flip =
-            ra_get_container_at_index(x1_arr, i, &ctype_in);
-        flipped_container =
-            container_inot(container_to_flip, ctype_in, &ctype_out);
-
-        if (container_get_cardinality(flipped_container, ctype_out)) {
-            ra_set_container_at_index(x1_arr, i, flipped_container, ctype_out);
-        } else {
-            container_free(flipped_container, ctype_out);
-            ra_remove_at_index(x1_arr, i);
-        }
-
-    } else {
-        flipped_container = container_range_of_ones(0U, 0x10000U, &ctype_out);
-        ra_insert_new_key_value_at(x1_arr, -i - 1, hb, flipped_container,
-                                   ctype_out);
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_flip(const roaring_bitmap_t *x1,
-                                      uint64_t range_start,
-                                      uint64_t range_end) {
-    if (range_start >= range_end) {
-        return roaring_bitmap_copy(x1);
-    }
-    if(range_end >= UINT64_C(0x100000000)) {
-        range_end = UINT64_C(0x100000000);
-    }
-
-    roaring_bitmap_t *ans = roaring_bitmap_create();
-    ans->copy_on_write = x1->copy_on_write;
-
-    uint16_t hb_start = (uint16_t)(range_start >> 16);
-    const uint16_t lb_start = (uint16_t)range_start;  // & 0xFFFF;
-    uint16_t hb_end = (uint16_t)((range_end - 1) >> 16);
-    const uint16_t lb_end = (uint16_t)(range_end - 1);  // & 0xFFFF;
-
-    ra_append_copies_until(&ans->high_low_container, &x1->high_low_container,
-                           hb_start, x1->copy_on_write);
-    if (hb_start == hb_end) {
-        insert_flipped_container(&ans->high_low_container,
-                                 &x1->high_low_container, hb_start, lb_start,
-                                 lb_end);
-    } else {
-        // start and end containers are distinct
-        if (lb_start > 0) {
-            // handle first (partial) container
-            insert_flipped_container(&ans->high_low_container,
-                                     &x1->high_low_container, hb_start,
-                                     lb_start, 0xFFFF);
-            ++hb_start;  // for the full containers.  Can't wrap.
-        }
-
-        if (lb_end != 0xFFFF) --hb_end;  // later we'll handle the partial block
-
-        for (uint32_t hb = hb_start; hb <= hb_end; ++hb) {
-            insert_fully_flipped_container(&ans->high_low_container,
-                                           &x1->high_low_container, hb);
-        }
-
-        // handle a partial final container
-        if (lb_end != 0xFFFF) {
-            insert_flipped_container(&ans->high_low_container,
-                                     &x1->high_low_container, hb_end + 1, 0,
-                                     lb_end);
-            ++hb_end;
-        }
-    }
-    ra_append_copies_after(&ans->high_low_container, &x1->high_low_container,
-                           hb_end, x1->copy_on_write);
-    return ans;
-}
-
-void roaring_bitmap_flip_inplace(roaring_bitmap_t *x1, uint64_t range_start,
-                                 uint64_t range_end) {
-    if (range_start >= range_end) {
-        return;  // empty range
-    }
-    if(range_end >= UINT64_C(0x100000000)) {
-        range_end = UINT64_C(0x100000000);
-    }
-
-    uint16_t hb_start = (uint16_t)(range_start >> 16);
-    const uint16_t lb_start = (uint16_t)range_start;
-    uint16_t hb_end = (uint16_t)((range_end - 1) >> 16);
-    const uint16_t lb_end = (uint16_t)(range_end - 1);
-
-    if (hb_start == hb_end) {
-        inplace_flip_container(&x1->high_low_container, hb_start, lb_start,
-                               lb_end);
-    } else {
-        // start and end containers are distinct
-        if (lb_start > 0) {
-            // handle first (partial) container
-            inplace_flip_container(&x1->high_low_container, hb_start, lb_start,
-                                   0xFFFF);
-            ++hb_start;  // for the full containers.  Can't wrap.
-        }
-
-        if (lb_end != 0xFFFF) --hb_end;
-
-        for (uint32_t hb = hb_start; hb <= hb_end; ++hb) {
-            inplace_fully_flip_container(&x1->high_low_container, hb);
-        }
-        // handle a partial final container
-        if (lb_end != 0xFFFF) {
-            inplace_flip_container(&x1->high_low_container, hb_end + 1, 0,
-                                   lb_end);
-            ++hb_end;
-        }
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_lazy_or(const roaring_bitmap_t *x1,
-                                         const roaring_bitmap_t *x2,
-                                         const bool bitsetconversion) {
-    uint8_t container_result_type = 0;
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    if (0 == length1) {
-        return roaring_bitmap_copy(x2);
-    }
-    if (0 == length2) {
-        return roaring_bitmap_copy(x1);
-    }
-    roaring_bitmap_t *answer =
-        roaring_bitmap_create_with_capacity(length1 + length2);
-    answer->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c;
-            if (bitsetconversion && (get_container_type(c1, container_type_1) !=
-                                     BITSET_CONTAINER_TYPE_CODE) &&
-                (get_container_type(c2, container_type_2) !=
-                 BITSET_CONTAINER_TYPE_CODE)) {
-                void *newc1 =
-                    container_mutable_unwrap_shared(c1, &container_type_1);
-                newc1 = container_to_bitset(newc1, container_type_1);
-                container_type_1 = BITSET_CONTAINER_TYPE_CODE;
-                c = container_lazy_ior(newc1, container_type_1, c2,
-                                       container_type_2,
-                                       &container_result_type);
-                if (c != newc1) {  // should not happen
-                    container_free(newc1, container_type_1);
-                }
-            } else {
-                c = container_lazy_or(c1, container_type_1, c2,
-                                      container_type_2, &container_result_type);
-            }
-            // since we assume that the initial containers are non-empty,
-            // the
-            // result here
-            // can only be non-empty
-            ra_append(&answer->high_low_container, s1, c,
-                      container_result_type);
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            c1 =
-                get_copy_of_container(c1, &container_type_1, x1->copy_on_write);
-            if (x1->copy_on_write) {
-                ra_set_container_at_index(&x1->high_low_container, pos1, c1,
-                                          container_type_1);
-            }
-            ra_append(&answer->high_low_container, s1, c1, container_type_1);
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-            ra_append(&answer->high_low_container, s2, c2, container_type_2);
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x2->high_low_container, pos2, length2,
-                             x2->copy_on_write);
-    } else if (pos2 == length2) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x1->high_low_container, pos1, length1,
-                             x1->copy_on_write);
-    }
-    return answer;
-}
-
-void roaring_bitmap_lazy_or_inplace(roaring_bitmap_t *x1,
-                                    const roaring_bitmap_t *x2,
-                                    const bool bitsetconversion) {
-    uint8_t container_result_type = 0;
-    int length1 = x1->high_low_container.size;
-    const int length2 = x2->high_low_container.size;
-
-    if (0 == length2) return;
-
-    if (0 == length1) {
-        roaring_bitmap_overwrite(x1, x2);
-        return;
-    }
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            if (!container_is_full(c1, container_type_1)) {
-                if ((bitsetconversion == false) ||
-                    (get_container_type(c1, container_type_1) ==
-                     BITSET_CONTAINER_TYPE_CODE)) {
-                    c1 = get_writable_copy_if_shared(c1, &container_type_1);
-                } else {
-                    // convert to bitset
-                    void *oldc1 = c1;
-                    uint8_t oldt1 = container_type_1;
-                    c1 = container_mutable_unwrap_shared(c1, &container_type_1);
-                    c1 = container_to_bitset(c1, container_type_1);
-                    container_free(oldc1, oldt1);
-                    container_type_1 = BITSET_CONTAINER_TYPE_CODE;
-                }
-
-                void *c2 = ra_get_container_at_index(&x2->high_low_container,
-                                                     pos2, &container_type_2);
-                void *c = container_lazy_ior(c1, container_type_1, c2,
-                                             container_type_2,
-                                             &container_result_type);
-                if (c !=
-                    c1) {  // in this instance a new container was created, and
-                           // we need to free the old one
-                    container_free(c1, container_type_1);
-                }
-
-                ra_set_container_at_index(&x1->high_low_container, pos1, c,
-                                          container_result_type);
-            }
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            // void *c2_clone = container_clone(c2, container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-            ra_insert_new_key_value_at(&x1->high_low_container, pos1, s2, c2,
-                                       container_type_2);
-            pos1++;
-            length1++;
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&x1->high_low_container, &x2->high_low_container,
-                             pos2, length2, x2->copy_on_write);
-    }
-}
-
-roaring_bitmap_t *roaring_bitmap_lazy_xor(const roaring_bitmap_t *x1,
-                                          const roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    if (0 == length1) {
-        return roaring_bitmap_copy(x2);
-    }
-    if (0 == length2) {
-        return roaring_bitmap_copy(x1);
-    }
-    roaring_bitmap_t *answer =
-        roaring_bitmap_create_with_capacity(length1 + length2);
-    answer->copy_on_write = x1->copy_on_write && x2->copy_on_write;
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c =
-                container_lazy_xor(c1, container_type_1, c2, container_type_2,
-                                   &container_result_type);
-
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_append(&answer->high_low_container, s1, c,
-                          container_result_type);
-            } else {
-                container_free(c, container_result_type);
-            }
-
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            c1 =
-                get_copy_of_container(c1, &container_type_1, x1->copy_on_write);
-            if (x1->copy_on_write) {
-                ra_set_container_at_index(&x1->high_low_container, pos1, c1,
-                                          container_type_1);
-            }
-            ra_append(&answer->high_low_container, s1, c1, container_type_1);
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-            ra_append(&answer->high_low_container, s2, c2, container_type_2);
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x2->high_low_container, pos2, length2,
-                             x2->copy_on_write);
-    } else if (pos2 == length2) {
-        ra_append_copy_range(&answer->high_low_container,
-                             &x1->high_low_container, pos1, length1,
-                             x1->copy_on_write);
-    }
-    return answer;
-}
-
-void roaring_bitmap_lazy_xor_inplace(roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2) {
-    assert(x1 != x2);
-    uint8_t container_result_type = 0;
-    int length1 = x1->high_low_container.size;
-    const int length2 = x2->high_low_container.size;
-
-    if (0 == length2) return;
-
-    if (0 == length1) {
-        roaring_bitmap_overwrite(x1, x2);
-        return;
-    }
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            c1 = get_writable_copy_if_shared(c1, &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            void *c =
-                container_lazy_ixor(c1, container_type_1, c2, container_type_2,
-                                    &container_result_type);
-            if (container_nonzero_cardinality(c, container_result_type)) {
-                ra_set_container_at_index(&x1->high_low_container, pos1, c,
-                                          container_result_type);
-                ++pos1;
-            } else {
-                container_free(c, container_result_type);
-                ra_remove_at_index(&x1->high_low_container, pos1);
-                --length1;
-            }
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            // void *c2_clone = container_clone(c2, container_type_2);
-            c2 =
-                get_copy_of_container(c2, &container_type_2, x2->copy_on_write);
-            if (x2->copy_on_write) {
-                ra_set_container_at_index(&x2->high_low_container, pos2, c2,
-                                          container_type_2);
-            }
-            ra_insert_new_key_value_at(&x1->high_low_container, pos1, s2, c2,
-                                       container_type_2);
-            pos1++;
-            length1++;
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_copy_range(&x1->high_low_container, &x2->high_low_container,
-                             pos2, length2, x2->copy_on_write);
-    }
-}
-
-void roaring_bitmap_repair_after_lazy(roaring_bitmap_t *ra) {
-    for (int i = 0; i < ra->high_low_container.size; ++i) {
-        const uint8_t original_typecode = ra->high_low_container.typecodes[i];
-        void *container = ra->high_low_container.containers[i];
-        uint8_t new_typecode = original_typecode;
-        void *newcontainer =
-            container_repair_after_lazy(container, &new_typecode);
-        ra->high_low_container.containers[i] = newcontainer;
-        ra->high_low_container.typecodes[i] = new_typecode;
-    }
-}
-
-
-
-/**
-* roaring_bitmap_rank returns the number of integers that are smaller or equal
-* to x.
-*/
-uint64_t roaring_bitmap_rank(const roaring_bitmap_t *bm, uint32_t x) {
-    uint64_t size = 0;
-    uint32_t xhigh = x >> 16;
-    for (int i = 0; i < bm->high_low_container.size; i++) {
-        uint32_t key = bm->high_low_container.keys[i];
-        if (xhigh > key) {
-            size +=
-                container_get_cardinality(bm->high_low_container.containers[i],
-                                          bm->high_low_container.typecodes[i]);
-        } else if (xhigh == key) {
-            return size + container_rank(bm->high_low_container.containers[i],
-                                         bm->high_low_container.typecodes[i],
-                                         x & 0xFFFF);
-        } else {
-            return size;
-        }
-    }
-    return size;
-}
-
-/**
-* roaring_bitmap_smallest returns the smallest value in the set.
-* Returns UINT32_MAX if the set is empty.
-*/
-uint32_t roaring_bitmap_minimum(const roaring_bitmap_t *bm) {
-    if (bm->high_low_container.size > 0) {
-        void *container = bm->high_low_container.containers[0];
-        uint8_t typecode = bm->high_low_container.typecodes[0];
-        uint32_t key = bm->high_low_container.keys[0];
-        uint32_t lowvalue = container_minimum(container, typecode);
-        return lowvalue | (key << 16);
-    }
-    return UINT32_MAX;
-}
-
-/**
-* roaring_bitmap_smallest returns the greatest value in the set.
-* Returns 0 if the set is empty.
-*/
-uint32_t roaring_bitmap_maximum(const roaring_bitmap_t *bm) {
-    if (bm->high_low_container.size > 0) {
-        void *container =
-            bm->high_low_container.containers[bm->high_low_container.size - 1];
-        uint8_t typecode =
-            bm->high_low_container.typecodes[bm->high_low_container.size - 1];
-        uint32_t key =
-            bm->high_low_container.keys[bm->high_low_container.size - 1];
-        uint32_t lowvalue = container_maximum(container, typecode);
-        return lowvalue | (key << 16);
-    }
-    return 0;
-}
-
-bool roaring_bitmap_select(const roaring_bitmap_t *bm, uint32_t rank,
-                           uint32_t *element) {
-    void *container;
-    uint8_t typecode;
-    uint16_t key;
-    uint32_t start_rank = 0;
-    int i = 0;
-    bool valid = false;
-    while (!valid && i < bm->high_low_container.size) {
-        container = bm->high_low_container.containers[i];
-        typecode = bm->high_low_container.typecodes[i];
-        valid =
-            container_select(container, typecode, &start_rank, rank, element);
-        i++;
-    }
-
-    if (valid) {
-        key = bm->high_low_container.keys[i - 1];
-        *element |= (key << 16);
-        return true;
-    } else
-        return false;
-}
-
-bool roaring_bitmap_intersect(const roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2) {
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    uint64_t answer = 0;
-    int pos1 = 0, pos2 = 0;
-
-    while (pos1 < length1 && pos2 < length2) {
-        const uint16_t s1 = ra_get_key_at_index(& x1->high_low_container, pos1);
-        const uint16_t s2 = ra_get_key_at_index(& x2->high_low_container, pos2);
-
-        if (s1 == s2) {
-            uint8_t container_type_1, container_type_2;
-            void *c1 = ra_get_container_at_index(& x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(& x2->high_low_container, pos2,
-                                                 &container_type_2);
-            if( container_intersect(c1, container_type_1, c2, container_type_2) ) return true;
-            ++pos1;
-            ++pos2;
-        } else if (s1 < s2) {  // s1 < s2
-            pos1 = ra_advance_until(& x1->high_low_container, s2, pos1);
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(& x2->high_low_container, s1, pos2);
-        }
-    }
-    return answer;
-}
-
-
-uint64_t roaring_bitmap_and_cardinality(const roaring_bitmap_t *x1,
-                                        const roaring_bitmap_t *x2) {
-    const int length1 = x1->high_low_container.size,
-              length2 = x2->high_low_container.size;
-    uint64_t answer = 0;
-    int pos1 = 0, pos2 = 0;
-
-    while (pos1 < length1 && pos2 < length2) {
-        const uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-        const uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        if (s1 == s2) {
-            uint8_t container_type_1, container_type_2;
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            answer += container_and_cardinality(c1, container_type_1, c2,
-                                                container_type_2);
-            ++pos1;
-            ++pos2;
-        } else if (s1 < s2) {  // s1 < s2
-            pos1 = ra_advance_until(&x1->high_low_container, s2, pos1);
-        } else {  // s1 > s2
-            pos2 = ra_advance_until(&x2->high_low_container, s1, pos2);
-        }
-    }
-    return answer;
-}
-
-double roaring_bitmap_jaccard_index(const roaring_bitmap_t *x1,
-                                    const roaring_bitmap_t *x2) {
-    const uint64_t c1 = roaring_bitmap_get_cardinality(x1);
-    const uint64_t c2 = roaring_bitmap_get_cardinality(x2);
-    const uint64_t inter = roaring_bitmap_and_cardinality(x1, x2);
-    return (double)inter / (double)(c1 + c2 - inter);
-}
-
-uint64_t roaring_bitmap_or_cardinality(const roaring_bitmap_t *x1,
-                                       const roaring_bitmap_t *x2) {
-    const uint64_t c1 = roaring_bitmap_get_cardinality(x1);
-    const uint64_t c2 = roaring_bitmap_get_cardinality(x2);
-    const uint64_t inter = roaring_bitmap_and_cardinality(x1, x2);
-    return c1 + c2 - inter;
-}
-
-uint64_t roaring_bitmap_andnot_cardinality(const roaring_bitmap_t *x1,
-                                           const roaring_bitmap_t *x2) {
-    const uint64_t c1 = roaring_bitmap_get_cardinality(x1);
-    const uint64_t inter = roaring_bitmap_and_cardinality(x1, x2);
-    return c1 - inter;
-}
-
-uint64_t roaring_bitmap_xor_cardinality(const roaring_bitmap_t *x1,
-                                        const roaring_bitmap_t *x2) {
-    const uint64_t c1 = roaring_bitmap_get_cardinality(x1);
-    const uint64_t c2 = roaring_bitmap_get_cardinality(x2);
-    const uint64_t inter = roaring_bitmap_and_cardinality(x1, x2);
-    return c1 + c2 - 2 * inter;
-}
-
-
-/**
- * Check whether a range of values from range_start (included) to range_end (excluded) is present
- */
-bool roaring_bitmap_contains_range(const roaring_bitmap_t *r, uint64_t range_start, uint64_t range_end) {
-    if(range_end >= UINT64_C(0x100000000)) {
-        range_end = UINT64_C(0x100000000);
-    }
-    if (range_start >= range_end) return true;  // empty range are always contained!
-    if (range_end - range_start == 1) return roaring_bitmap_contains(r, (uint32_t)range_start);
-    uint16_t hb_rs = (uint16_t)(range_start >> 16);
-    uint16_t hb_re = (uint16_t)((range_end - 1) >> 16);
-    const int32_t span = hb_re - hb_rs;
-    const int32_t hlc_sz = ra_get_size(&r->high_low_container);
-    if (hlc_sz < span + 1) {
-      return false;
-    }
-    int32_t is = ra_get_index(&r->high_low_container, hb_rs);
-    int32_t ie = ra_get_index(&r->high_low_container, hb_re);
-    ie = (ie < 0 ? -ie - 1 : ie);
-    if ((is < 0) || ((ie - is) != span)) {
-       return false;
-    }
-    const uint32_t lb_rs = range_start & 0xFFFF;
-    const uint32_t lb_re = ((range_end - 1) & 0xFFFF) + 1;
-    uint8_t typecode;
-    void *container = ra_get_container_at_index(&r->high_low_container, is, &typecode);
-    if (hb_rs == hb_re) {
-      return container_contains_range(container, lb_rs, lb_re, typecode);
-    }
-    if (!container_contains_range(container, lb_rs, 1 << 16, typecode)) {
-      return false;
-    }
-    assert(ie < hlc_sz); // would indicate an algorithmic bug
-    container = ra_get_container_at_index(&r->high_low_container, ie, &typecode);
-    if (!container_contains_range(container, 0, lb_re, typecode)) {
-        return false;
-    }
-    for (int32_t i = is + 1; i < ie; ++i) {
-        container = ra_get_container_at_index(&r->high_low_container, i, &typecode);
-        if (!container_is_full(container, typecode) ) {
-          return false;
-        }
-    }
-    return true;
-}
-
-
-bool roaring_bitmap_is_strict_subset(const roaring_bitmap_t *ra1,
-                                            const roaring_bitmap_t *ra2) {
-    return (roaring_bitmap_get_cardinality(ra2) >
-                roaring_bitmap_get_cardinality(ra1) &&
-            roaring_bitmap_is_subset(ra1, ra2));
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/roaring.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/roaring_array.c */
-#include <assert.h>
-#include <stdbool.h>
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-#include <inttypes.h>
-
-
-// Convention: [0,ra->size) all elements are initialized
-//  [ra->size, ra->allocation_size) is junk and contains nothing needing freeing
-
-extern inline int32_t ra_get_size(const roaring_array_t *ra);
-extern inline int32_t ra_get_index(const roaring_array_t *ra, uint16_t x);
-extern inline void *ra_get_container_at_index(const roaring_array_t *ra,
-                                              uint16_t i, uint8_t *typecode);
-extern inline void ra_unshare_container_at_index(roaring_array_t *ra,
-                                                 uint16_t i);
-extern inline void ra_replace_key_and_container_at_index(roaring_array_t *ra,
-                                                         int32_t i,
-                                                         uint16_t key, void *c,
-                                                         uint8_t typecode);
-extern inline void ra_set_container_at_index(const roaring_array_t *ra,
-                                             int32_t i, void *c,
-                                             uint8_t typecode);
-
-#define INITIAL_CAPACITY 4
-
-static bool realloc_array(roaring_array_t *ra, int32_t new_capacity) {
-    // because we combine the allocations, it is not possible to use realloc
-    /*ra->keys =
-    (uint16_t *)realloc(ra->keys, sizeof(uint16_t) * new_capacity);
-ra->containers =
-    (void **)realloc(ra->containers, sizeof(void *) * new_capacity);
-ra->typecodes =
-    (uint8_t *)realloc(ra->typecodes, sizeof(uint8_t) * new_capacity);
-if (!ra->keys || !ra->containers || !ra->typecodes) {
-    free(ra->keys);
-    free(ra->containers);
-    free(ra->typecodes);
-    return false;
-}*/
-
-    if ( new_capacity == 0 ) {
-      free(ra->containers);
-      ra->containers = NULL;
-      ra->keys = NULL;
-      ra->typecodes = NULL;
-      ra->allocation_size = 0;
-      return true;
-    }
-    const size_t memoryneeded =
-        new_capacity * (sizeof(uint16_t) + sizeof(void *) + sizeof(uint8_t));
-    void *bigalloc = malloc(memoryneeded);
-    if (!bigalloc) return false;
-    void *oldbigalloc = ra->containers;
-    void **newcontainers = (void **)bigalloc;
-    uint16_t *newkeys = (uint16_t *)(newcontainers + new_capacity);
-    uint8_t *newtypecodes = (uint8_t *)(newkeys + new_capacity);
-    assert((char *)(newtypecodes + new_capacity) ==
-           (char *)bigalloc + memoryneeded);
-    if(ra->size > 0) {
-      memcpy(newcontainers, ra->containers, sizeof(void *) * ra->size);
-      memcpy(newkeys, ra->keys, sizeof(uint16_t) * ra->size);
-      memcpy(newtypecodes, ra->typecodes, sizeof(uint8_t) * ra->size);
-    }
-    ra->containers = newcontainers;
-    ra->keys = newkeys;
-    ra->typecodes = newtypecodes;
-    ra->allocation_size = new_capacity;
-    free(oldbigalloc);
-    return true;
-}
-
-bool ra_init_with_capacity(roaring_array_t *new_ra, uint32_t cap) {
-    if (!new_ra) return false;
-    new_ra->keys = NULL;
-    new_ra->containers = NULL;
-    new_ra->typecodes = NULL;
-
-    new_ra->allocation_size = cap;
-    new_ra->size = 0;
-    if(cap > 0) {
-      void *bigalloc =
-        malloc(cap * (sizeof(uint16_t) + sizeof(void *) + sizeof(uint8_t)));
-      if( bigalloc == NULL ) return false;
-      new_ra->containers = (void **)bigalloc;
-      new_ra->keys = (uint16_t *)(new_ra->containers + cap);
-      new_ra->typecodes = (uint8_t *)(new_ra->keys + cap);
-    }
-    return true;
-}
-
-int ra_shrink_to_fit(roaring_array_t *ra) {
-    int savings = (ra->allocation_size - ra->size) *
-                  (sizeof(uint16_t) + sizeof(void *) + sizeof(uint8_t));
-    if (!realloc_array(ra, ra->size)) {
-      return 0;
-    }
-    ra->allocation_size = ra->size;
-    return savings;
-}
-
-bool ra_init(roaring_array_t *t) {
-    return ra_init_with_capacity(t, INITIAL_CAPACITY);
-}
-
-bool ra_copy(const roaring_array_t *source, roaring_array_t *dest,
-             bool copy_on_write) {
-    if (!ra_init_with_capacity(dest, source->size)) return false;
-    dest->size = source->size;
-    dest->allocation_size = source->size;
-    if(dest->size > 0) {
-      memcpy(dest->keys, source->keys, dest->size * sizeof(uint16_t));
-    }
-    // we go through the containers, turning them into shared containers...
-    if (copy_on_write) {
-        for (int32_t i = 0; i < dest->size; ++i) {
-            source->containers[i] = get_copy_of_container(
-                source->containers[i], &source->typecodes[i], copy_on_write);
-        }
-        // we do a shallow copy to the other bitmap
-        if(dest->size > 0) {
-          memcpy(dest->containers, source->containers,
-               dest->size * sizeof(void *));
-          memcpy(dest->typecodes, source->typecodes,
-               dest->size * sizeof(uint8_t));
-        }
-    } else {
-        if(dest->size > 0) {
-          memcpy(dest->typecodes, source->typecodes,
-               dest->size * sizeof(uint8_t));
-        }
-        for (int32_t i = 0; i < dest->size; i++) {
-            dest->containers[i] =
-                container_clone(source->containers[i], source->typecodes[i]);
-            if (dest->containers[i] == NULL) {
-                for (int32_t j = 0; j < i; j++) {
-                    container_free(dest->containers[j], dest->typecodes[j]);
-                }
-                ra_clear_without_containers(dest);
-                return false;
-            }
-        }
-    }
-    return true;
-}
-
-bool ra_overwrite(const roaring_array_t *source, roaring_array_t *dest,
-                  bool copy_on_write) {
-    ra_clear_containers(dest);  // we are going to overwrite them
-    if (dest->allocation_size < source->size) {
-        if (!realloc_array(dest, source->size)) {
-            return false;
-        }
-    }
-    dest->size = source->size;
-    memcpy(dest->keys, source->keys, dest->size * sizeof(uint16_t));
-    // we go through the containers, turning them into shared containers...
-    if (copy_on_write) {
-        for (int32_t i = 0; i < dest->size; ++i) {
-            source->containers[i] = get_copy_of_container(
-                source->containers[i], &source->typecodes[i], copy_on_write);
-        }
-        // we do a shallow copy to the other bitmap
-        memcpy(dest->containers, source->containers,
-               dest->size * sizeof(void *));
-        memcpy(dest->typecodes, source->typecodes,
-               dest->size * sizeof(uint8_t));
-    } else {
-        memcpy(dest->typecodes, source->typecodes,
-               dest->size * sizeof(uint8_t));
-        for (int32_t i = 0; i < dest->size; i++) {
-            dest->containers[i] =
-                container_clone(source->containers[i], source->typecodes[i]);
-            if (dest->containers[i] == NULL) {
-                for (int32_t j = 0; j < i; j++) {
-                    container_free(dest->containers[j], dest->typecodes[j]);
-                }
-                ra_clear_without_containers(dest);
-                return false;
-            }
-        }
-    }
-    return true;
-}
-
-void ra_clear_containers(roaring_array_t *ra) {
-    for (int32_t i = 0; i < ra->size; ++i) {
-        container_free(ra->containers[i], ra->typecodes[i]);
-    }
-}
-
-void ra_reset(roaring_array_t *ra) {
-  ra_clear_containers(ra);
-  ra->size = 0;
-  ra_shrink_to_fit(ra);
-}
-
-void ra_clear_without_containers(roaring_array_t *ra) {
-    free(ra->containers);    // keys and typecodes are allocated with containers
-    ra->size = 0;
-    ra->allocation_size = 0;
-    ra->containers = NULL;
-    ra->keys = NULL;
-    ra->typecodes = NULL;
-}
-
-void ra_clear(roaring_array_t *ra) {
-    ra_clear_containers(ra);
-    ra_clear_without_containers(ra);
-}
-
-bool extend_array(roaring_array_t *ra, int32_t k) {
-    int32_t desired_size = ra->size + k;
-    assert(desired_size <= MAX_CONTAINERS);
-    if (desired_size > ra->allocation_size) {
-        int32_t new_capacity =
-            (ra->size < 1024) ? 2 * desired_size : 5 * desired_size / 4;
-        if (new_capacity > MAX_CONTAINERS) {
-            new_capacity = MAX_CONTAINERS;
-        }
-
-        return realloc_array(ra, new_capacity);
-    }
-    return true;
-}
-
-void ra_append(roaring_array_t *ra, uint16_t key, void *container,
-               uint8_t typecode) {
-    extend_array(ra, 1);
-    const int32_t pos = ra->size;
-
-    ra->keys[pos] = key;
-    ra->containers[pos] = container;
-    ra->typecodes[pos] = typecode;
-    ra->size++;
-}
-
-void ra_append_copy(roaring_array_t *ra, const roaring_array_t *sa,
-                    uint16_t index, bool copy_on_write) {
-    extend_array(ra, 1);
-    const int32_t pos = ra->size;
-
-    // old contents is junk not needing freeing
-    ra->keys[pos] = sa->keys[index];
-    // the shared container will be in two bitmaps
-    if (copy_on_write) {
-        sa->containers[index] = get_copy_of_container(
-            sa->containers[index], &sa->typecodes[index], copy_on_write);
-        ra->containers[pos] = sa->containers[index];
-        ra->typecodes[pos] = sa->typecodes[index];
-    } else {
-        ra->containers[pos] =
-            container_clone(sa->containers[index], sa->typecodes[index]);
-        ra->typecodes[pos] = sa->typecodes[index];
-    }
-    ra->size++;
-}
-
-void ra_append_copies_until(roaring_array_t *ra, const roaring_array_t *sa,
-                            uint16_t stopping_key, bool copy_on_write) {
-    for (int32_t i = 0; i < sa->size; ++i) {
-        if (sa->keys[i] >= stopping_key) break;
-        ra_append_copy(ra, sa, i, copy_on_write);
-    }
-}
-
-void ra_append_copy_range(roaring_array_t *ra, const roaring_array_t *sa,
-                          int32_t start_index, int32_t end_index,
-                          bool copy_on_write) {
-    extend_array(ra, end_index - start_index);
-    for (int32_t i = start_index; i < end_index; ++i) {
-        const int32_t pos = ra->size;
-        ra->keys[pos] = sa->keys[i];
-        if (copy_on_write) {
-            sa->containers[i] = get_copy_of_container(
-                sa->containers[i], &sa->typecodes[i], copy_on_write);
-            ra->containers[pos] = sa->containers[i];
-            ra->typecodes[pos] = sa->typecodes[i];
-        } else {
-            ra->containers[pos] =
-                container_clone(sa->containers[i], sa->typecodes[i]);
-            ra->typecodes[pos] = sa->typecodes[i];
-        }
-        ra->size++;
-    }
-}
-
-void ra_append_copies_after(roaring_array_t *ra, const roaring_array_t *sa,
-                            uint16_t before_start, bool copy_on_write) {
-    int start_location = ra_get_index(sa, before_start);
-    if (start_location >= 0)
-        ++start_location;
-    else
-        start_location = -start_location - 1;
-    ra_append_copy_range(ra, sa, start_location, sa->size, copy_on_write);
-}
-
-void ra_append_move_range(roaring_array_t *ra, roaring_array_t *sa,
-                          int32_t start_index, int32_t end_index) {
-    extend_array(ra, end_index - start_index);
-
-    for (int32_t i = start_index; i < end_index; ++i) {
-        const int32_t pos = ra->size;
-
-        ra->keys[pos] = sa->keys[i];
-        ra->containers[pos] = sa->containers[i];
-        ra->typecodes[pos] = sa->typecodes[i];
-        ra->size++;
-    }
-}
-
-void ra_append_range(roaring_array_t *ra, roaring_array_t *sa,
-                     int32_t start_index, int32_t end_index,
-                     bool copy_on_write) {
-    extend_array(ra, end_index - start_index);
-
-    for (int32_t i = start_index; i < end_index; ++i) {
-        const int32_t pos = ra->size;
-        ra->keys[pos] = sa->keys[i];
-        if (copy_on_write) {
-            sa->containers[i] = get_copy_of_container(
-                sa->containers[i], &sa->typecodes[i], copy_on_write);
-            ra->containers[pos] = sa->containers[i];
-            ra->typecodes[pos] = sa->typecodes[i];
-        } else {
-            ra->containers[pos] =
-                container_clone(sa->containers[i], sa->typecodes[i]);
-            ra->typecodes[pos] = sa->typecodes[i];
-        }
-        ra->size++;
-    }
-}
-
-void *ra_get_container(roaring_array_t *ra, uint16_t x, uint8_t *typecode) {
-    int i = binarySearch(ra->keys, (int32_t)ra->size, x);
-    if (i < 0) return NULL;
-    *typecode = ra->typecodes[i];
-    return ra->containers[i];
-}
-
-extern void *ra_get_container_at_index(const roaring_array_t *ra, uint16_t i,
-                                       uint8_t *typecode);
-
-void *ra_get_writable_container(roaring_array_t *ra, uint16_t x,
-                                uint8_t *typecode) {
-    int i = binarySearch(ra->keys, (int32_t)ra->size, x);
-    if (i < 0) return NULL;
-    *typecode = ra->typecodes[i];
-    return get_writable_copy_if_shared(ra->containers[i], typecode);
-}
-
-void *ra_get_writable_container_at_index(roaring_array_t *ra, uint16_t i,
-                                         uint8_t *typecode) {
-    assert(i < ra->size);
-    *typecode = ra->typecodes[i];
-    return get_writable_copy_if_shared(ra->containers[i], typecode);
-}
-
-uint16_t ra_get_key_at_index(const roaring_array_t *ra, uint16_t i) {
-    return ra->keys[i];
-}
-
-extern int32_t ra_get_index(const roaring_array_t *ra, uint16_t x);
-
-extern int32_t ra_advance_until(const roaring_array_t *ra, uint16_t x,
-                                int32_t pos);
-
-// everything skipped over is freed
-int32_t ra_advance_until_freeing(roaring_array_t *ra, uint16_t x, int32_t pos) {
-    while (pos < ra->size && ra->keys[pos] < x) {
-        container_free(ra->containers[pos], ra->typecodes[pos]);
-        ++pos;
-    }
-    return pos;
-}
-
-void ra_insert_new_key_value_at(roaring_array_t *ra, int32_t i, uint16_t key,
-                                void *container, uint8_t typecode) {
-    extend_array(ra, 1);
-    // May be an optimization opportunity with DIY memmove
-    memmove(&(ra->keys[i + 1]), &(ra->keys[i]),
-            sizeof(uint16_t) * (ra->size - i));
-    memmove(&(ra->containers[i + 1]), &(ra->containers[i]),
-            sizeof(void *) * (ra->size - i));
-    memmove(&(ra->typecodes[i + 1]), &(ra->typecodes[i]),
-            sizeof(uint8_t) * (ra->size - i));
-    ra->keys[i] = key;
-    ra->containers[i] = container;
-    ra->typecodes[i] = typecode;
-    ra->size++;
-}
-
-// note: Java routine set things to 0, enabling GC.
-// Java called it "resize" but it was always used to downsize.
-// Allowing upsize would break the conventions about
-// valid containers below ra->size.
-
-void ra_downsize(roaring_array_t *ra, int32_t new_length) {
-    assert(new_length <= ra->size);
-    ra->size = new_length;
-}
-
-void ra_remove_at_index(roaring_array_t *ra, int32_t i) {
-    memmove(&(ra->containers[i]), &(ra->containers[i + 1]),
-            sizeof(void *) * (ra->size - i - 1));
-    memmove(&(ra->keys[i]), &(ra->keys[i + 1]),
-            sizeof(uint16_t) * (ra->size - i - 1));
-    memmove(&(ra->typecodes[i]), &(ra->typecodes[i + 1]),
-            sizeof(uint8_t) * (ra->size - i - 1));
-    ra->size--;
-}
-
-void ra_remove_at_index_and_free(roaring_array_t *ra, int32_t i) {
-    container_free(ra->containers[i], ra->typecodes[i]);
-    ra_remove_at_index(ra, i);
-}
-
-// used in inplace andNot only, to slide left the containers from
-// the mutated RoaringBitmap that are after the largest container of
-// the argument RoaringBitmap.  In use it should be followed by a call to
-// downsize.
-//
-void ra_copy_range(roaring_array_t *ra, uint32_t begin, uint32_t end,
-                   uint32_t new_begin) {
-    assert(begin <= end);
-    assert(new_begin < begin);
-
-    const int range = end - begin;
-
-    // We ensure to previously have freed overwritten containers
-    // that are not copied elsewhere
-
-    memmove(&(ra->containers[new_begin]), &(ra->containers[begin]),
-            sizeof(void *) * range);
-    memmove(&(ra->keys[new_begin]), &(ra->keys[begin]),
-            sizeof(uint16_t) * range);
-    memmove(&(ra->typecodes[new_begin]), &(ra->typecodes[begin]),
-            sizeof(uint8_t) * range);
-}
-
-void ra_shift_tail(roaring_array_t *ra, int32_t count, int32_t distance) {
-    if (distance > 0) {
-        extend_array(ra, distance);
-    }
-    int32_t srcpos = ra->size - count;
-    int32_t dstpos = srcpos + distance;
-    memmove(&(ra->keys[dstpos]), &(ra->keys[srcpos]),
-            sizeof(uint16_t) * count);
-    memmove(&(ra->containers[dstpos]), &(ra->containers[srcpos]),
-            sizeof(void *) * count);
-    memmove(&(ra->typecodes[dstpos]), &(ra->typecodes[srcpos]),
-            sizeof(uint8_t) * count);
-    ra->size += distance;
-}
-
-
-size_t ra_size_in_bytes(roaring_array_t *ra) {
-    size_t cardinality = 0;
-    size_t tot_len =
-        1 /* initial byte type */ + 4 /* tot_len */ + sizeof(roaring_array_t) +
-        ra->size * (sizeof(uint16_t) + sizeof(void *) + sizeof(uint8_t));
-    for (int32_t i = 0; i < ra->size; i++) {
-        tot_len +=
-            (container_serialization_len(ra->containers[i], ra->typecodes[i]) +
-             sizeof(uint16_t));
-        cardinality +=
-            container_get_cardinality(ra->containers[i], ra->typecodes[i]);
-    }
-
-    if ((cardinality * sizeof(uint32_t) + sizeof(uint32_t)) < tot_len) {
-        return cardinality * sizeof(uint32_t) + 1 + sizeof(uint32_t);
-    }
-    return tot_len;
-}
-
-void ra_to_uint32_array(const roaring_array_t *ra, uint32_t *ans) {
-    size_t ctr = 0;
-    for (int32_t i = 0; i < ra->size; ++i) {
-        int num_added = container_to_uint32_array(
-            ans + ctr, ra->containers[i], ra->typecodes[i],
-            ((uint32_t)ra->keys[i]) << 16);
-        ctr += num_added;
-    }
-}
-
-bool ra_range_uint32_array(const roaring_array_t *ra, size_t offset, size_t limit, uint32_t *ans) {
-    size_t ctr = 0;
-    size_t dtr = 0;
-
-    size_t t_limit = 0;
-
-    bool first = false;
-    size_t first_skip = 0;
-
-    uint32_t *t_ans = NULL;
-    size_t cur_len = 0;
-
-    for (int i = 0; i < ra->size; ++i) {
-        
-        const void *container = container_unwrap_shared(ra->containers[i], &ra->typecodes[i]);
-        switch (ra->typecodes[i]) {
-            case BITSET_CONTAINER_TYPE_CODE:
-                t_limit = ((const bitset_container_t *)container)->cardinality;
-                break;
-            case ARRAY_CONTAINER_TYPE_CODE:
-                t_limit = ((const array_container_t *)container)->cardinality;
-                break;
-            case RUN_CONTAINER_TYPE_CODE:
-                t_limit = run_container_cardinality((const run_container_t *)container);
-                break;
-        }
-        if (ctr + t_limit - 1 >= offset && ctr < offset + limit){
-            if (!first){
-                //first_skip = t_limit - (ctr + t_limit - offset);
-                first_skip = offset - ctr;
-                first = true;
-                t_ans = (uint32_t *)malloc(sizeof(*t_ans) * (first_skip + limit));
-                if(t_ans == NULL) {
-                  return false;
-                }
-                memset(t_ans, 0, sizeof(*t_ans) * (first_skip + limit)) ;
-                cur_len = first_skip + limit;
-            }
-            if (dtr + t_limit > cur_len){
-                uint32_t * append_ans = (uint32_t *)malloc(sizeof(*append_ans) * (cur_len + t_limit));
-                if(append_ans == NULL) {
-                  if(t_ans != NULL) free(t_ans);
-                  return false;
-                }
-                memset(append_ans, 0, sizeof(*append_ans) * (cur_len + t_limit));
-                cur_len = cur_len + t_limit;
-                memcpy(append_ans, t_ans, dtr * sizeof(uint32_t));
-                free(t_ans);
-                t_ans = append_ans;
-            }
-            switch (ra->typecodes[i]) {
-                case BITSET_CONTAINER_TYPE_CODE:
-                    container_to_uint32_array(
-                        t_ans + dtr, (const bitset_container_t *)container,  ra->typecodes[i],
-                        ((uint32_t)ra->keys[i]) << 16);
-                    break;
-                case ARRAY_CONTAINER_TYPE_CODE:
-                    container_to_uint32_array(
-                        t_ans + dtr, (const array_container_t *)container, ra->typecodes[i],
-                        ((uint32_t)ra->keys[i]) << 16);
-                    break;
-                case RUN_CONTAINER_TYPE_CODE:
-                    container_to_uint32_array(
-                        t_ans + dtr, (const run_container_t *)container, ra->typecodes[i],
-                        ((uint32_t)ra->keys[i]) << 16);
-                    break;
-            }
-            dtr += t_limit;
-        }
-        ctr += t_limit;
-        if (dtr-first_skip >= limit) break;
-    }
-    if(t_ans != NULL) {
-      memcpy(ans, t_ans+first_skip, limit * sizeof(uint32_t));
-      free(t_ans);
-    }
-    return true;
-}
-
-bool ra_has_run_container(const roaring_array_t *ra) {
-    for (int32_t k = 0; k < ra->size; ++k) {
-        if (get_container_type(ra->containers[k], ra->typecodes[k]) ==
-            RUN_CONTAINER_TYPE_CODE)
-            return true;
-    }
-    return false;
-}
-
-uint32_t ra_portable_header_size(const roaring_array_t *ra) {
-    if (ra_has_run_container(ra)) {
-        if (ra->size <
-            NO_OFFSET_THRESHOLD) {  // for small bitmaps, we omit the offsets
-            return 4 + (ra->size + 7) / 8 + 4 * ra->size;
-        }
-        return 4 + (ra->size + 7) / 8 +
-               8 * ra->size;  // - 4 because we pack the size with the cookie
-    } else {
-        return 4 + 4 + 8 * ra->size;
-    }
-}
-
-size_t ra_portable_size_in_bytes(const roaring_array_t *ra) {
-    size_t count = ra_portable_header_size(ra);
-
-    for (int32_t k = 0; k < ra->size; ++k) {
-        count += container_size_in_bytes(ra->containers[k], ra->typecodes[k]);
-    }
-    return count;
-}
-
-size_t ra_portable_serialize(const roaring_array_t *ra, char *buf) {
-    char *initbuf = buf;
-    uint32_t startOffset = 0;
-    bool hasrun = ra_has_run_container(ra);
-    if (hasrun) {
-        uint32_t cookie = SERIAL_COOKIE | ((ra->size - 1) << 16);
-        memcpy(buf, &cookie, sizeof(cookie));
-        buf += sizeof(cookie);
-        uint32_t s = (ra->size + 7) / 8;
-        uint8_t *bitmapOfRunContainers = (uint8_t *)calloc(s, 1);
-        assert(bitmapOfRunContainers != NULL);  // todo: handle
-        for (int32_t i = 0; i < ra->size; ++i) {
-            if (get_container_type(ra->containers[i], ra->typecodes[i]) ==
-                RUN_CONTAINER_TYPE_CODE) {
-                bitmapOfRunContainers[i / 8] |= (1 << (i % 8));
-            }
-        }
-        memcpy(buf, bitmapOfRunContainers, s);
-        buf += s;
-        free(bitmapOfRunContainers);
-        if (ra->size < NO_OFFSET_THRESHOLD) {
-            startOffset = 4 + 4 * ra->size + s;
-        } else {
-            startOffset = 4 + 8 * ra->size + s;
-        }
-    } else {  // backwards compatibility
-        uint32_t cookie = SERIAL_COOKIE_NO_RUNCONTAINER;
-
-        memcpy(buf, &cookie, sizeof(cookie));
-        buf += sizeof(cookie);
-        memcpy(buf, &ra->size, sizeof(ra->size));
-        buf += sizeof(ra->size);
-
-        startOffset = 4 + 4 + 4 * ra->size + 4 * ra->size;
-    }
-    for (int32_t k = 0; k < ra->size; ++k) {
-        memcpy(buf, &ra->keys[k], sizeof(ra->keys[k]));
-        buf += sizeof(ra->keys[k]);
-        // get_cardinality returns a value in [1,1<<16], subtracting one
-        // we get [0,1<<16 - 1] which fits in 16 bits
-        uint16_t card = (uint16_t)(
-            container_get_cardinality(ra->containers[k], ra->typecodes[k]) - 1);
-        memcpy(buf, &card, sizeof(card));
-        buf += sizeof(card);
-    }
-    if ((!hasrun) || (ra->size >= NO_OFFSET_THRESHOLD)) {
-        // writing the containers offsets
-        for (int32_t k = 0; k < ra->size; k++) {
-            memcpy(buf, &startOffset, sizeof(startOffset));
-            buf += sizeof(startOffset);
-            startOffset =
-                startOffset +
-                container_size_in_bytes(ra->containers[k], ra->typecodes[k]);
-        }
-    }
-    for (int32_t k = 0; k < ra->size; ++k) {
-        buf += container_write(ra->containers[k], ra->typecodes[k], buf);
-    }
-    return buf - initbuf;
-}
-
-// Quickly checks whether there is a serialized bitmap at the pointer,
-// not exceeding size "maxbytes" in bytes. This function does not allocate
-// memory dynamically.
-//
-// This function returns 0 if and only if no valid bitmap is found.
-// Otherwise, it returns how many bytes are occupied.
-//
-size_t ra_portable_deserialize_size(const char *buf, const size_t maxbytes) {
-    size_t bytestotal = sizeof(int32_t);// for cookie
-    if(bytestotal > maxbytes) return 0;
-    uint32_t cookie;
-    memcpy(&cookie, buf, sizeof(int32_t));
-    buf += sizeof(uint32_t);
-    if ((cookie & 0xFFFF) != SERIAL_COOKIE &&
-        cookie != SERIAL_COOKIE_NO_RUNCONTAINER) {
-        return 0;
-    }
-    int32_t size;
-
-    if ((cookie & 0xFFFF) == SERIAL_COOKIE)
-        size = (cookie >> 16) + 1;
-    else {
-        bytestotal += sizeof(int32_t);
-        if(bytestotal > maxbytes) return 0;
-        memcpy(&size, buf, sizeof(int32_t));
-        buf += sizeof(uint32_t);
-    }
-    if (size > (1<<16)) {
-       return 0; // logically impossible
-    }
-    char *bitmapOfRunContainers = NULL;
-    bool hasrun = (cookie & 0xFFFF) == SERIAL_COOKIE;
-    if (hasrun) {
-        int32_t s = (size + 7) / 8;
-        bytestotal += s;
-        if(bytestotal > maxbytes) return 0;
-        bitmapOfRunContainers = (char *)buf;
-        buf += s;
-    }
-    bytestotal += size * 2 * sizeof(uint16_t);
-    if(bytestotal > maxbytes) return 0;
-    uint16_t *keyscards = (uint16_t *)buf;
-    buf += size * 2 * sizeof(uint16_t);
-    if ((!hasrun) || (size >= NO_OFFSET_THRESHOLD)) {
-        // skipping the offsets
-        bytestotal += size * 4;
-        if(bytestotal > maxbytes) return 0;
-        buf += size * 4;
-    }
-    // Reading the containers
-    for (int32_t k = 0; k < size; ++k) {
-        uint16_t tmp;
-        memcpy(&tmp, keyscards + 2*k+1, sizeof(tmp));
-        uint32_t thiscard = tmp + 1;
-        bool isbitmap = (thiscard > DEFAULT_MAX_SIZE);
-        bool isrun = false;
-        if(hasrun) {
-          if((bitmapOfRunContainers[k / 8] & (1 << (k % 8))) != 0) {
-            isbitmap = false;
-            isrun = true;
-          }
-        }
-        if (isbitmap) {
-            size_t containersize = BITSET_CONTAINER_SIZE_IN_WORDS * sizeof(uint64_t);
-            bytestotal += containersize;
-            if(bytestotal > maxbytes) return 0;
-            buf += containersize;
-        } else if (isrun) {
-            bytestotal += sizeof(uint16_t);
-            if(bytestotal > maxbytes) return 0;
-            uint16_t n_runs;
-            memcpy(&n_runs, buf, sizeof(uint16_t));
-            buf += sizeof(uint16_t);
-            size_t containersize = n_runs * sizeof(rle16_t);
-            bytestotal += containersize;
-            if(bytestotal > maxbytes) return 0;
-            buf += containersize;
-        } else {
-            size_t containersize = thiscard * sizeof(uint16_t);
-            bytestotal += containersize;
-            if(bytestotal > maxbytes) return 0;
-            buf += containersize;
-        }
-    }
-    return bytestotal;
-}
-
-
-// this function populates answer from the content of buf (reading up to maxbytes bytes).
-// The function returns false if a properly serialized bitmap cannot be found.
-// if it returns true, readbytes is populated by how many bytes were read, we have that *readbytes <= maxbytes.
-bool ra_portable_deserialize(roaring_array_t *answer, const char *buf, const size_t maxbytes, size_t * readbytes) {
-    *readbytes = sizeof(int32_t);// for cookie
-    if(*readbytes > maxbytes) {
-      fprintf(stderr, "Ran out of bytes while reading first 4 bytes.\n");
-      return false;
-    }
-    uint32_t cookie;
-    memcpy(&cookie, buf, sizeof(int32_t));
-    buf += sizeof(uint32_t);
-    if ((cookie & 0xFFFF) != SERIAL_COOKIE &&
-        cookie != SERIAL_COOKIE_NO_RUNCONTAINER) {
-        fprintf(stderr, "I failed to find one of the right cookies. Found %" PRIu32 "\n",
-                cookie);
-        return false;
-    }
-    int32_t size;
-
-    if ((cookie & 0xFFFF) == SERIAL_COOKIE)
-        size = (cookie >> 16) + 1;
-    else {
-        *readbytes += sizeof(int32_t);
-        if(*readbytes > maxbytes) {
-          fprintf(stderr, "Ran out of bytes while reading second part of the cookie.\n");
-          return false;
-        }
-        memcpy(&size, buf, sizeof(int32_t));
-        buf += sizeof(uint32_t);
-    }
-    if (size > (1<<16)) {
-       fprintf(stderr, "You cannot have so many containers, the data must be corrupted: %" PRId32 "\n",
-                size);
-       return false; // logically impossible
-    }
-    const char *bitmapOfRunContainers = NULL;
-    bool hasrun = (cookie & 0xFFFF) == SERIAL_COOKIE;
-    if (hasrun) {
-        int32_t s = (size + 7) / 8;
-        *readbytes += s;
-        if(*readbytes > maxbytes) {// data is corrupted?
-          fprintf(stderr, "Ran out of bytes while reading run bitmap.\n");
-          return false;
-        }
-        bitmapOfRunContainers = buf;
-        buf += s;
-    }
-    uint16_t *keyscards = (uint16_t *)buf;
-
-    *readbytes += size * 2 * sizeof(uint16_t);
-    if(*readbytes > maxbytes) {
-      fprintf(stderr, "Ran out of bytes while reading key-cardinality array.\n");
-      return false;
-    }
-    buf += size * 2 * sizeof(uint16_t);
-
-    bool is_ok = ra_init_with_capacity(answer, size);
-    if (!is_ok) {
-        fprintf(stderr, "Failed to allocate memory for roaring array. Bailing out.\n");
-        return false;
-    }
-
-    for (int32_t k = 0; k < size; ++k) {
-        uint16_t tmp;
-        memcpy(&tmp, keyscards + 2*k, sizeof(tmp));
-        answer->keys[k] = tmp;
-    }
-    if ((!hasrun) || (size >= NO_OFFSET_THRESHOLD)) {
-        *readbytes += size * 4;
-        if(*readbytes > maxbytes) {// data is corrupted?
-          fprintf(stderr, "Ran out of bytes while reading offsets.\n");
-          ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-          return false;
-        }
-
-        // skipping the offsets
-        buf += size * 4;
-    }
-    // Reading the containers
-    for (int32_t k = 0; k < size; ++k) {
-        uint16_t tmp;
-        memcpy(&tmp, keyscards + 2*k+1, sizeof(tmp));
-        uint32_t thiscard = tmp + 1;
-        bool isbitmap = (thiscard > DEFAULT_MAX_SIZE);
-        bool isrun = false;
-        if(hasrun) {
-          if((bitmapOfRunContainers[k / 8] & (1 << (k % 8))) != 0) {
-            isbitmap = false;
-            isrun = true;
-          }
-        }
-        if (isbitmap) {
-            // we check that the read is allowed
-            size_t containersize = BITSET_CONTAINER_SIZE_IN_WORDS * sizeof(uint64_t);
-            *readbytes += containersize;
-            if(*readbytes > maxbytes) {
-              fprintf(stderr, "Running out of bytes while reading a bitset container.\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            // it is now safe to read
-            bitset_container_t *c = bitset_container_create();
-            if(c == NULL) {// memory allocation failure
-              fprintf(stderr, "Failed to allocate memory for a bitset container.\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            answer->size++;
-            buf += bitset_container_read(thiscard, c, buf);
-            answer->containers[k] = c;
-            answer->typecodes[k] = BITSET_CONTAINER_TYPE_CODE;
-        } else if (isrun) {
-            // we check that the read is allowed
-            *readbytes += sizeof(uint16_t);
-            if(*readbytes > maxbytes) {
-              fprintf(stderr, "Running out of bytes while reading a run container (header).\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            uint16_t n_runs;
-            memcpy(&n_runs, buf, sizeof(uint16_t));
-            size_t containersize = n_runs * sizeof(rle16_t);
-            *readbytes += containersize;
-            if(*readbytes > maxbytes) {// data is corrupted?
-              fprintf(stderr, "Running out of bytes while reading a run container.\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            // it is now safe to read
-
-            run_container_t *c = run_container_create();
-            if(c == NULL) {// memory allocation failure
-              fprintf(stderr, "Failed to allocate memory for a run container.\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            answer->size++;
-            buf += run_container_read(thiscard, c, buf);
-            answer->containers[k] = c;
-            answer->typecodes[k] = RUN_CONTAINER_TYPE_CODE;
-        } else {
-            // we check that the read is allowed
-            size_t containersize = thiscard * sizeof(uint16_t);
-            *readbytes += containersize;
-            if(*readbytes > maxbytes) {// data is corrupted?
-              fprintf(stderr, "Running out of bytes while reading an array container.\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            // it is now safe to read
-            array_container_t *c =
-                array_container_create_given_capacity(thiscard);
-            if(c == NULL) {// memory allocation failure
-              fprintf(stderr, "Failed to allocate memory for an array container.\n");
-              ra_clear(answer);// we need to clear the containers already allocated, and the roaring array
-              return false;
-            }
-            answer->size++;
-            buf += array_container_read(thiscard, c, buf);
-            answer->containers[k] = c;
-            answer->typecodes[k] = ARRAY_CONTAINER_TYPE_CODE;
-        }
-    }
-    return true;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/roaring_array.c */
-/* begin file /opt/bitmap/CRoaring-0.2.57/src/roaring_priority_queue.c */
-
-struct roaring_pq_element_s {
-    uint64_t size;
-    bool is_temporary;
-    roaring_bitmap_t *bitmap;
-};
-
-typedef struct roaring_pq_element_s roaring_pq_element_t;
-
-struct roaring_pq_s {
-    roaring_pq_element_t *elements;
-    uint64_t size;
-};
-
-typedef struct roaring_pq_s roaring_pq_t;
-
-static inline bool compare(roaring_pq_element_t *t1, roaring_pq_element_t *t2) {
-    return t1->size < t2->size;
-}
-
-static void pq_add(roaring_pq_t *pq, roaring_pq_element_t *t) {
-    uint64_t i = pq->size;
-    pq->elements[pq->size++] = *t;
-    while (i > 0) {
-        uint64_t p = (i - 1) >> 1;
-        roaring_pq_element_t ap = pq->elements[p];
-        if (!compare(t, &ap)) break;
-        pq->elements[i] = ap;
-        i = p;
-    }
-    pq->elements[i] = *t;
-}
-
-static void pq_free(roaring_pq_t *pq) {
-    free(pq->elements);
-    pq->elements = NULL;  // paranoid
-    free(pq);
-}
-
-static void percolate_down(roaring_pq_t *pq, uint32_t i) {
-    uint32_t size = (uint32_t)pq->size;
-    uint32_t hsize = size >> 1;
-    roaring_pq_element_t ai = pq->elements[i];
-    while (i < hsize) {
-        uint32_t l = (i << 1) + 1;
-        uint32_t r = l + 1;
-        roaring_pq_element_t bestc = pq->elements[l];
-        if (r < size) {
-            if (compare(pq->elements + r, &bestc)) {
-                l = r;
-                bestc = pq->elements[r];
-            }
-        }
-        if (!compare(&bestc, &ai)) {
-            break;
-        }
-        pq->elements[i] = bestc;
-        i = l;
-    }
-    pq->elements[i] = ai;
-}
-
-static roaring_pq_t *create_pq(const roaring_bitmap_t **arr, uint32_t length) {
-    roaring_pq_t *answer = (roaring_pq_t *)malloc(sizeof(roaring_pq_t));
-    answer->elements =
-        (roaring_pq_element_t *)malloc(sizeof(roaring_pq_element_t) * length);
-    answer->size = length;
-    for (uint32_t i = 0; i < length; i++) {
-        answer->elements[i].bitmap = (roaring_bitmap_t *)arr[i];
-        answer->elements[i].is_temporary = false;
-        answer->elements[i].size =
-            roaring_bitmap_portable_size_in_bytes(arr[i]);
-    }
-    for (int32_t i = (length >> 1); i >= 0; i--) {
-        percolate_down(answer, i);
-    }
-    return answer;
-}
-
-static roaring_pq_element_t pq_poll(roaring_pq_t *pq) {
-    roaring_pq_element_t ans = *pq->elements;
-    if (pq->size > 1) {
-        pq->elements[0] = pq->elements[--pq->size];
-        percolate_down(pq, 0);
-    } else
-        --pq->size;
-    // memmove(pq->elements,pq->elements+1,(pq->size-1)*sizeof(roaring_pq_element_t));--pq->size;
-    return ans;
-}
-
-// this function consumes and frees the inputs
-static roaring_bitmap_t *lazy_or_from_lazy_inputs(roaring_bitmap_t *x1,
-                                                  roaring_bitmap_t *x2) {
-    uint8_t container_result_type = 0;
-    const int length1 = ra_get_size(&x1->high_low_container),
-              length2 = ra_get_size(&x2->high_low_container);
-    if (0 == length1) {
-        roaring_bitmap_free(x1);
-        return x2;
-    }
-    if (0 == length2) {
-        roaring_bitmap_free(x2);
-        return x1;
-    }
-    uint32_t neededcap = length1 > length2 ? length2 : length1;
-    roaring_bitmap_t *answer = roaring_bitmap_create_with_capacity(neededcap);
-    int pos1 = 0, pos2 = 0;
-    uint8_t container_type_1, container_type_2;
-    uint16_t s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-    uint16_t s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-    while (true) {
-        if (s1 == s2) {
-            // todo: unsharing can be inefficient as it may create a clone where
-            // none
-            // is needed, but it has the benefit of being easy to reason about.
-            ra_unshare_container_at_index(&x1->high_low_container, pos1);
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            assert(container_type_1 != SHARED_CONTAINER_TYPE_CODE);
-            ra_unshare_container_at_index(&x2->high_low_container, pos2);
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            assert(container_type_2 != SHARED_CONTAINER_TYPE_CODE);
-            void *c;
-
-            if ((container_type_2 == BITSET_CONTAINER_TYPE_CODE) &&
-                (container_type_1 != BITSET_CONTAINER_TYPE_CODE)) {
-                c = container_lazy_ior(c2, container_type_2, c1,
-                                       container_type_1,
-                                       &container_result_type);
-                container_free(c1, container_type_1);
-                if (c != c2) {
-                    container_free(c2, container_type_2);
-                }
-            } else {
-                c = container_lazy_ior(c1, container_type_1, c2,
-                                       container_type_2,
-                                       &container_result_type);
-                container_free(c2, container_type_2);
-                if (c != c1) {
-                    container_free(c1, container_type_1);
-                }
-            }
-            // since we assume that the initial containers are non-empty, the
-            // result here
-            // can only be non-empty
-            ra_append(&answer->high_low_container, s1, c,
-                      container_result_type);
-            ++pos1;
-            ++pos2;
-            if (pos1 == length1) break;
-            if (pos2 == length2) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-
-        } else if (s1 < s2) {  // s1 < s2
-            void *c1 = ra_get_container_at_index(&x1->high_low_container, pos1,
-                                                 &container_type_1);
-            ra_append(&answer->high_low_container, s1, c1, container_type_1);
-            pos1++;
-            if (pos1 == length1) break;
-            s1 = ra_get_key_at_index(&x1->high_low_container, pos1);
-
-        } else {  // s1 > s2
-            void *c2 = ra_get_container_at_index(&x2->high_low_container, pos2,
-                                                 &container_type_2);
-            ra_append(&answer->high_low_container, s2, c2, container_type_2);
-            pos2++;
-            if (pos2 == length2) break;
-            s2 = ra_get_key_at_index(&x2->high_low_container, pos2);
-        }
-    }
-    if (pos1 == length1) {
-        ra_append_move_range(&answer->high_low_container,
-                             &x2->high_low_container, pos2, length2);
-    } else if (pos2 == length2) {
-        ra_append_move_range(&answer->high_low_container,
-                             &x1->high_low_container, pos1, length1);
-    }
-    ra_clear_without_containers(&x1->high_low_container);
-    ra_clear_without_containers(&x2->high_low_container);
-    free(x1);
-    free(x2);
-    return answer;
-}
-
-/**
- * Compute the union of 'number' bitmaps using a heap. This can
- * sometimes be faster than roaring_bitmap_or_many which uses
- * a naive algorithm. Caller is responsible for freeing the
- * result.
- */
-roaring_bitmap_t *roaring_bitmap_or_many_heap(uint32_t number,
-                                              const roaring_bitmap_t **x) {
-    if (number == 0) {
-        return roaring_bitmap_create();
-    }
-    if (number == 1) {
-        return roaring_bitmap_copy(x[0]);
-    }
-    roaring_pq_t *pq = create_pq(x, number);
-    while (pq->size > 1) {
-        roaring_pq_element_t x1 = pq_poll(pq);
-        roaring_pq_element_t x2 = pq_poll(pq);
-
-        if (x1.is_temporary && x2.is_temporary) {
-            roaring_bitmap_t *newb =
-                lazy_or_from_lazy_inputs(x1.bitmap, x2.bitmap);
-            // should normally return a fresh new bitmap *except* that
-            // it can return x1.bitmap or x2.bitmap in degenerate cases
-            bool temporary = !((newb == x1.bitmap) && (newb == x2.bitmap));
-            uint64_t bsize = roaring_bitmap_portable_size_in_bytes(newb);
-            roaring_pq_element_t newelement = {
-                .size = bsize, .is_temporary = temporary, .bitmap = newb};
-            pq_add(pq, &newelement);
-        } else if (x2.is_temporary) {
-            roaring_bitmap_lazy_or_inplace(x2.bitmap, x1.bitmap, false);
-            x2.size = roaring_bitmap_portable_size_in_bytes(x2.bitmap);
-            pq_add(pq, &x2);
-        } else if (x1.is_temporary) {
-            roaring_bitmap_lazy_or_inplace(x1.bitmap, x2.bitmap, false);
-            x1.size = roaring_bitmap_portable_size_in_bytes(x1.bitmap);
-
-            pq_add(pq, &x1);
-        } else {
-            roaring_bitmap_t *newb =
-                roaring_bitmap_lazy_or(x1.bitmap, x2.bitmap, false);
-            uint64_t bsize = roaring_bitmap_portable_size_in_bytes(newb);
-            roaring_pq_element_t newelement = {
-                .size = bsize, .is_temporary = true, .bitmap = newb};
-
-            pq_add(pq, &newelement);
-        }
-    }
-    roaring_pq_element_t X = pq_poll(pq);
-    roaring_bitmap_t *answer = X.bitmap;
-    roaring_bitmap_repair_after_lazy(answer);
-    pq_free(pq);
-    return answer;
-}
-/* end file /opt/bitmap/CRoaring-0.2.57/src/roaring_priority_queue.c */
diff --git a/contrib/croaring/roaring/roaring.h b/contrib/croaring/roaring/roaring.h
deleted file mode 100644
index 53413b2a06d..00000000000
--- a/contrib/croaring/roaring/roaring.h
+++ /dev/null
@@ -1,7187 +0,0 @@
-/* auto-generated on Tue Dec 18 09:42:59 CST 2018. Do not edit! */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring_version.h */
-// /include/roaring/roaring_version.h automatically generated by release.py, do not change by hand 
-#ifndef ROARING_INCLUDE_ROARING_VERSION 
-#define ROARING_INCLUDE_ROARING_VERSION 
-#define ROARING_VERSION = 0.2.57,  
-enum { 
-    ROARING_VERSION_MAJOR = 0,  
-    ROARING_VERSION_MINOR = 2,  
-    ROARING_VERSION_REVISION = 57  
-}; 
-#endif // ROARING_INCLUDE_ROARING_VERSION 
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring_version.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/portability.h */
-/*
- * portability.h
- *
- */
-
-
-#if defined(__clang__)
-#pragma clang diagnostic ignored "-Wold-style-cast"
-#pragma clang diagnostic ignored "-Wzero-as-null-pointer-constant"
-#pragma clang diagnostic ignored "-Wold-style-cast"
-#pragma clang diagnostic ignored "-Wcast-align"
-#pragma clang diagnostic ignored "-Wcast-qual"
-#pragma clang diagnostic ignored "-Wundef"
-#endif
-
-#ifndef INCLUDE_PORTABILITY_H_
-#define INCLUDE_PORTABILITY_H_
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-
-#ifndef _GNU_SOURCE
-#define _GNU_SOURCE
-#endif
-//#ifndef __STDC_FORMAT_MACROS
-//#define __STDC_FORMAT_MACROS 1
-//#endif
-
-#if !(defined(_POSIX_C_SOURCE)) || (_POSIX_C_SOURCE < 200809L)
-#define _POSIX_C_SOURCE 200809L
-#endif
-#if !(defined(_XOPEN_SOURCE)) || (_XOPEN_SOURCE < 700)
-#define _XOPEN_SOURCE 700
-#endif
-
-#include <stdbool.h>
-#include <stdint.h>
-#include <stdlib.h>  // will provide posix_memalign with _POSIX_C_SOURCE as defined above
-#if !(defined(__APPLE__)) && !(defined(__FreeBSD__))
-#include <malloc.h>  // this should never be needed but there are some reports that it is needed.
-#endif
-
-
-#if defined(_MSC_VER) && !defined(__clang__) && !defined(_WIN64)
-#pragma message( \
-    "You appear to be attempting a 32-bit build under Visual Studio. We recommend a 64-bit build instead.")
-#endif
-
-#if defined(__SIZEOF_LONG_LONG__) && __SIZEOF_LONG_LONG__ != 8
-#error This code assumes  64-bit long longs (by use of the GCC intrinsics). Your system is not currently supported.
-#endif
-
-#if defined(_MSC_VER)
-#define __restrict__ __restrict
-#endif
-
-#ifndef DISABLE_X64  // some users may want to compile as if they did not have
-                     // an x64 processor
-
-///////////////////////
-/// We support X64 hardware in the following manner:
-///
-/// if IS_X64 is defined then we have at least SSE and SSE2
-/// (All Intel processors sold in the recent past have at least SSE and SSE2 support,
-/// going back to the Pentium 4.)
-///
-/// if USESSE4 is defined then we assume at least SSE4.2, SSE4.1,
-///                   SSSE3, SSE3... + IS_X64
-/// if USEAVX is defined, then we assume AVX2, AVX + USESSE4
-///
-/// So if you have hardware that supports AVX but not AVX2, then "USEAVX"
-/// won't be enabled.
-/// If you have hardware that supports SSE4.1, but not SSE4.2, then USESSE4
-/// won't be defined.
-//////////////////////
-
-// unless DISABLEAVX was defined, if we have __AVX2__, we enable AVX
-#if (!defined(USEAVX)) && (!defined(DISABLEAVX)) && (defined(__AVX2__))
-#define USEAVX
-#endif
-
-// if we have __SSE4_2__, we enable SSE4
-#if (defined(__POPCNT__)) && (defined(__SSE4_2__))
-#define USESSE4
-#endif
-
-#if defined(USEAVX) || defined(__x86_64__) || defined(_M_X64)
-// we have an x64 processor
-#define IS_X64
-// we include the intrinsic header
-#ifndef _MSC_VER
-/* Non-Microsoft C/C++-compatible compiler */
-#include <x86intrin.h>  // on some recent GCC, this will declare posix_memalign
-#endif
-#endif
-
-#ifndef _MSC_VER
-/* Non-Microsoft C/C++-compatible compiler, assumes that it supports inline
- * assembly */
-#define ROARING_INLINE_ASM
-#endif
-
-#ifdef USEAVX
-#define USESSE4             // if we have AVX, then we have SSE4
-#define USE_BMI             // we assume that AVX2 and BMI go hand and hand
-#define USEAVX2FORDECODING  // optimization
-// vector operations should work on not just AVX
-#define ROARING_VECTOR_OPERATIONS_ENABLED  // vector unions (optimization)
-#endif
-
-#endif  // DISABLE_X64
-
-#ifdef _MSC_VER
-/* Microsoft C/C++-compatible compiler */
-#include <intrin.h>
-
-#ifndef __clang__  // if one compiles with MSVC *with* clang, then these
-                   // intrinsics are defined!!!
-// sadly there is no way to check whether we are missing these intrinsics
-// specifically.
-
-/* wrappers for Visual Studio built-ins that look like gcc built-ins */
-/* result might be undefined when input_num is zero */
-static inline int __builtin_ctzll(unsigned long long input_num) {
-    unsigned long index;
-#ifdef _WIN64  // highly recommended!!!
-    _BitScanForward64(&index, input_num);
-#else  // if we must support 32-bit Windows
-    if ((uint32_t)input_num != 0) {
-        _BitScanForward(&index, (uint32_t)input_num);
-    } else {
-        _BitScanForward(&index, (uint32_t)(input_num >> 32));
-        index += 32;
-    }
-#endif
-    return index;
-}
-
-/* result might be undefined when input_num is zero */
-static inline int __builtin_clzll(unsigned long long input_num) {
-    unsigned long index;
-#ifdef _WIN64  // highly recommended!!!
-    _BitScanReverse64(&index, input_num);
-#else  // if we must support 32-bit Windows
-    if (input_num > 0xFFFFFFFF) {
-        _BitScanReverse(&index, (uint32_t)(input_num >> 32));
-        index += 32;
-    } else {
-        _BitScanReverse(&index, (uint32_t)(input_num));
-    }
-#endif
-    return 63 - index;
-}
-
-/* result might be undefined when input_num is zero */
-#ifdef USESSE4
-/* POPCNT support was added to processors around the release of SSE4.2 */
-/* USESSE4 flag guarantees POPCNT support */
-static inline int __builtin_popcountll(unsigned long long input_num) {
-#ifdef _WIN64  // highly recommended!!!
-	return (int)__popcnt64(input_num);
-#else  // if we must support 32-bit Windows
-	return (int)(__popcnt((uint32_t)input_num) +
-		__popcnt((uint32_t)(input_num >> 32)));
-#endif
-}
-#else
-/* software implementation avoids POPCNT */
-static inline int __builtin_popcountll(unsigned long long input_num) {
-	const uint64_t m1 = 0x5555555555555555; //binary: 0101...
-	const uint64_t m2 = 0x3333333333333333; //binary: 00110011..
-	const uint64_t m4 = 0x0f0f0f0f0f0f0f0f; //binary:  4 zeros,  4 ones ...
-	const uint64_t h01 = 0x0101010101010101; //the sum of 256 to the power of 0,1,2,3...
-
-	input_num -= (input_num >> 1) & m1;
-	input_num = (input_num & m2) + ((input_num >> 2) & m2);
-	input_num = (input_num + (input_num >> 4)) & m4;
-	return (input_num * h01) >> 56;
-}
-#endif
-
-/* Use #define so this is effective even under /Ob0 (no inline) */
-#define __builtin_unreachable() __assume(0)
-#endif
-
-#endif
-
-// without the following, we get lots of warnings about posix_memalign
-#ifndef __cplusplus
-extern int posix_memalign(void **__memptr, size_t __alignment, size_t __size);
-#endif  //__cplusplus // C++ does not have a well defined signature
-
-// portable version of  posix_memalign
-static inline void *aligned_malloc(size_t alignment, size_t size) {
-    void *p;
-#ifdef _MSC_VER
-    p = _aligned_malloc(size, alignment);
-#elif defined(__MINGW32__) || defined(__MINGW64__)
-    p = __mingw_aligned_malloc(size, alignment);
-#else
-    // somehow, if this is used before including "x86intrin.h", it creates an
-    // implicit defined warning.
-    if (posix_memalign(&p, alignment, size) != 0) return NULL;
-#endif
-    return p;
-}
-
-static inline void aligned_free(void *memblock) {
-#ifdef _MSC_VER
-    _aligned_free(memblock);
-#elif defined(__MINGW32__) || defined(__MINGW64__)
-    __mingw_aligned_free(memblock);
-#else
-    free(memblock);
-#endif
-}
-
-#if defined(_MSC_VER)
-#define ALIGNED(x) __declspec(align(x))
-#else
-#if defined(__GNUC__)
-#define ALIGNED(x) __attribute__((aligned(x)))
-#endif
-#endif
-
-#ifdef __GNUC__
-#define WARN_UNUSED __attribute__((warn_unused_result))
-#else
-#define WARN_UNUSED
-#endif
-
-#define IS_BIG_ENDIAN (*(uint16_t *)"\0\xff" < 0x100)
-
-static inline int hamming(uint64_t x) {
-#ifdef USESSE4
-    return (int) _mm_popcnt_u64(x);
-#else
-    // won't work under visual studio, but hopeful we have _mm_popcnt_u64 in
-    // many cases
-    return __builtin_popcountll(x);
-#endif
-}
-
-#ifndef UINT64_C
-#define UINT64_C(c) (c##ULL)
-#endif
-
-#ifndef UINT32_C
-#define UINT32_C(c) (c##UL)
-#endif
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif /* INCLUDE_PORTABILITY_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/portability.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/perfparameters.h */
-#ifndef PERFPARAMETERS_H_
-#define PERFPARAMETERS_H_
-
-#include <stdbool.h>
-
-/**
-During lazy computations, we can transform array containers into bitset
-containers as
-long as we can expect them to have  ARRAY_LAZY_LOWERBOUND values.
-*/
-enum { ARRAY_LAZY_LOWERBOUND = 1024 };
-
-/* default initial size of a run container 
-   setting it to zero delays the malloc.*/
-enum { RUN_DEFAULT_INIT_SIZE = 0 };
-
-/* default initial size of an array container 
-   setting it to zero delays the malloc */
-enum { ARRAY_DEFAULT_INIT_SIZE = 0 };
-
-/* automatic bitset conversion during lazy or */
-#ifndef LAZY_OR_BITSET_CONVERSION
-#define LAZY_OR_BITSET_CONVERSION true
-#endif
-
-/* automatically attempt to convert a bitset to a full run during lazy
- * evaluation */
-#ifndef LAZY_OR_BITSET_CONVERSION_TO_FULL
-#define LAZY_OR_BITSET_CONVERSION_TO_FULL true
-#endif
-
-/* automatically attempt to convert a bitset to a full run */
-#ifndef OR_BITSET_CONVERSION_TO_FULL
-#define OR_BITSET_CONVERSION_TO_FULL true
-#endif
-
-#endif
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/perfparameters.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/array_util.h */
-#ifndef ARRAY_UTIL_H
-#define ARRAY_UTIL_H
-
-#include <stddef.h>  // for size_t
-#include <stdint.h>
-
-
-/*
- *  Good old binary search.
- *  Assumes that array is sorted, has logarithmic complexity.
- *  if the result is x, then:
- *     if ( x>0 )  you have array[x] = ikey
- *     if ( x<0 ) then inserting ikey at position -x-1 in array (insuring that array[-x-1]=ikey)
- *                   keys the array sorted.
- */
-inline int32_t binarySearch(const uint16_t *array, int32_t lenarray,
-                            uint16_t ikey) {
-    int32_t low = 0;
-    int32_t high = lenarray - 1;
-    while (low <= high) {
-        int32_t middleIndex = (low + high) >> 1;
-        uint16_t middleValue = array[middleIndex];
-        if (middleValue < ikey) {
-            low = middleIndex + 1;
-        } else if (middleValue > ikey) {
-            high = middleIndex - 1;
-        } else {
-            return middleIndex;
-        }
-    }
-    return -(low + 1);
-}
-
-/**
- * Galloping search
- * Assumes that array is sorted, has logarithmic complexity.
- * if the result is x, then if x = length, you have that all values in array between pos and length
- *    are smaller than min.
- * otherwise returns the first index x such that array[x] >= min.
- */
-static inline int32_t advanceUntil(const uint16_t *array, int32_t pos,
-                                   int32_t length, uint16_t min) {
-    int32_t lower = pos + 1;
-
-    if ((lower >= length) || (array[lower] >= min)) {
-        return lower;
-    }
-
-    int32_t spansize = 1;
-
-    while ((lower + spansize < length) && (array[lower + spansize] < min)) {
-        spansize <<= 1;
-    }
-    int32_t upper = (lower + spansize < length) ? lower + spansize : length - 1;
-
-    if (array[upper] == min) {
-        return upper;
-    }
-    if (array[upper] < min) {
-        // means
-        // array
-        // has no
-        // item
-        // >= min
-        // pos = array.length;
-        return length;
-    }
-
-    // we know that the next-smallest span was too small
-    lower += (spansize >> 1);
-
-    int32_t mid = 0;
-    while (lower + 1 != upper) {
-        mid = (lower + upper) >> 1;
-        if (array[mid] == min) {
-            return mid;
-        } else if (array[mid] < min) {
-            lower = mid;
-        } else {
-            upper = mid;
-        }
-    }
-    return upper;
-}
-
-/**
- * Returns number of elements which are less then $ikey.
- * Array elements must be unique and sorted.
- */
-static inline int32_t count_less(const uint16_t *array, int32_t lenarray,
-                                 uint16_t ikey) {
-    if (lenarray == 0) return 0;
-    int32_t pos = binarySearch(array, lenarray, ikey);
-    return pos >= 0 ? pos : -(pos+1);
-}
-
-/**
- * Returns number of elements which are greater then $ikey.
- * Array elements must be unique and sorted.
- */
-static inline int32_t count_greater(const uint16_t *array, int32_t lenarray,
-                                    uint16_t ikey) {
-    if (lenarray == 0) return 0;
-    int32_t pos = binarySearch(array, lenarray, ikey);
-    if (pos >= 0) {
-        return lenarray - (pos+1);
-    } else {
-        return lenarray - (-pos-1);
-    }
-}
-
-/**
- * From Schlegel et al., Fast Sorted-Set Intersection using SIMD Instructions
- * Optimized by D. Lemire on May 3rd 2013
- *
- * C should have capacity greater than the minimum of s_1 and s_b + 8
- * where 8 is sizeof(__m128i)/sizeof(uint16_t).
- */
-int32_t intersect_vector16(const uint16_t *__restrict__ A, size_t s_a,
-                           const uint16_t *__restrict__ B, size_t s_b,
-                           uint16_t *C);
-
-/**
- * Compute the cardinality of the intersection using SSE4 instructions
- */
-int32_t intersect_vector16_cardinality(const uint16_t *__restrict__ A,
-                                       size_t s_a,
-                                       const uint16_t *__restrict__ B,
-                                       size_t s_b);
-
-/* Computes the intersection between one small and one large set of uint16_t.
- * Stores the result into buffer and return the number of elements. */
-int32_t intersect_skewed_uint16(const uint16_t *smallarray, size_t size_s,
-                                const uint16_t *largearray, size_t size_l,
-                                uint16_t *buffer);
-
-/* Computes the size of the intersection between one small and one large set of
- * uint16_t. */
-int32_t intersect_skewed_uint16_cardinality(const uint16_t *smallarray,
-                                            size_t size_s,
-                                            const uint16_t *largearray,
-                                            size_t size_l);
-
-
-/* Check whether the size of the intersection between one small and one large set of uint16_t is non-zero. */
-bool intersect_skewed_uint16_nonempty(const uint16_t *smallarray, size_t size_s,
-                                const uint16_t *largearray, size_t size_l);
-/**
- * Generic intersection function.
- */
-int32_t intersect_uint16(const uint16_t *A, const size_t lenA,
-                         const uint16_t *B, const size_t lenB, uint16_t *out);
-/**
- * Compute the size of the intersection (generic).
- */
-int32_t intersect_uint16_cardinality(const uint16_t *A, const size_t lenA,
-                                     const uint16_t *B, const size_t lenB);
-
-/**
- * Checking whether the size of the intersection  is non-zero.
- */
-bool intersect_uint16_nonempty(const uint16_t *A, const size_t lenA,
-                         const uint16_t *B, const size_t lenB);
-/**
- * Generic union function.
- */
-size_t union_uint16(const uint16_t *set_1, size_t size_1, const uint16_t *set_2,
-                    size_t size_2, uint16_t *buffer);
-
-/**
- * Generic XOR function.
- */
-int32_t xor_uint16(const uint16_t *array_1, int32_t card_1,
-                   const uint16_t *array_2, int32_t card_2, uint16_t *out);
-
-/**
- * Generic difference function (ANDNOT).
- */
-int difference_uint16(const uint16_t *a1, int length1, const uint16_t *a2,
-                      int length2, uint16_t *a_out);
-
-/**
- * Generic intersection function.
- */
-size_t intersection_uint32(const uint32_t *A, const size_t lenA,
-                           const uint32_t *B, const size_t lenB, uint32_t *out);
-
-/**
- * Generic intersection function, returns just the cardinality.
- */
-size_t intersection_uint32_card(const uint32_t *A, const size_t lenA,
-                                const uint32_t *B, const size_t lenB);
-
-/**
- * Generic union function.
- */
-size_t union_uint32(const uint32_t *set_1, size_t size_1, const uint32_t *set_2,
-                    size_t size_2, uint32_t *buffer);
-
-/**
- * A fast SSE-based union function.
- */
-uint32_t union_vector16(const uint16_t *__restrict__ set_1, uint32_t size_1,
-                        const uint16_t *__restrict__ set_2, uint32_t size_2,
-                        uint16_t *__restrict__ buffer);
-/**
- * A fast SSE-based XOR function.
- */
-uint32_t xor_vector16(const uint16_t *__restrict__ array1, uint32_t length1,
-                      const uint16_t *__restrict__ array2, uint32_t length2,
-                      uint16_t *__restrict__ output);
-
-/**
- * A fast SSE-based difference function.
- */
-int32_t difference_vector16(const uint16_t *__restrict__ A, size_t s_a,
-                            const uint16_t *__restrict__ B, size_t s_b,
-                            uint16_t *C);
-
-/**
- * Generic union function, returns just the cardinality.
- */
-size_t union_uint32_card(const uint32_t *set_1, size_t size_1,
-                         const uint32_t *set_2, size_t size_2);
-
-/**
-* combines union_uint16 and  union_vector16 optimally
-*/
-size_t fast_union_uint16(const uint16_t *set_1, size_t size_1, const uint16_t *set_2,
-                    size_t size_2, uint16_t *buffer);
-
-
-#endif
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/array_util.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring_types.h */
-/*
-  Typedefs used by various components
-*/
-
-#ifndef ROARING_TYPES_H
-#define ROARING_TYPES_H
-
-typedef bool (*roaring_iterator)(uint32_t value, void *param);
-typedef bool (*roaring_iterator64)(uint64_t value, void *param);
-
-/**
-*  (For advanced users.)
-* The roaring_statistics_t can be used to collect detailed statistics about
-* the composition of a roaring bitmap.
-*/
-typedef struct roaring_statistics_s {
-    uint32_t n_containers; /* number of containers */
-
-    uint32_t n_array_containers;  /* number of array containers */
-    uint32_t n_run_containers;    /* number of run containers */
-    uint32_t n_bitset_containers; /* number of bitmap containers */
-
-    uint32_t
-        n_values_array_containers;    /* number of values in array containers */
-    uint32_t n_values_run_containers; /* number of values in run containers */
-    uint32_t
-        n_values_bitset_containers; /* number of values in  bitmap containers */
-
-    uint32_t n_bytes_array_containers;  /* number of allocated bytes in array
-                                           containers */
-    uint32_t n_bytes_run_containers;    /* number of allocated bytes in run
-                                           containers */
-    uint32_t n_bytes_bitset_containers; /* number of allocated bytes in  bitmap
-                                           containers */
-
-    uint32_t
-        max_value; /* the maximal value, undefined if cardinality is zero */
-    uint32_t
-        min_value; /* the minimal value, undefined if cardinality is zero */
-    uint64_t sum_value; /* the sum of all values (could be used to compute
-                           average) */
-
-    uint64_t cardinality; /* total number of values stored in the bitmap */
-
-    // and n_values_arrays, n_values_rle, n_values_bitmap
-} roaring_statistics_t;
-
-#endif /* ROARING_TYPES_H */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring_types.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/utilasm.h */
-/*
- * utilasm.h
- *
- */
-
-#ifndef INCLUDE_UTILASM_H_
-#define INCLUDE_UTILASM_H_
-
-
-#if defined(USE_BMI) & defined(ROARING_INLINE_ASM)
-#define ASMBITMANIPOPTIMIZATION  // optimization flag
-
-#define ASM_SHIFT_RIGHT(srcReg, bitsReg, destReg) \
-    __asm volatile("shrx %1, %2, %0"              \
-                   : "=r"(destReg)                \
-                   :             /* write */      \
-                   "r"(bitsReg), /* read only */  \
-                   "r"(srcReg)   /* read only */  \
-                   )
-
-#define ASM_INPLACESHIFT_RIGHT(srcReg, bitsReg)  \
-    __asm volatile("shrx %1, %0, %0"             \
-                   : "+r"(srcReg)                \
-                   :            /* read/write */ \
-                   "r"(bitsReg) /* read only */  \
-                   )
-
-#define ASM_SHIFT_LEFT(srcReg, bitsReg, destReg) \
-    __asm volatile("shlx %1, %2, %0"             \
-                   : "=r"(destReg)               \
-                   :             /* write */     \
-                   "r"(bitsReg), /* read only */ \
-                   "r"(srcReg)   /* read only */ \
-                   )
-// set bit at position testBit within testByte to 1 and
-// copy cmovDst to cmovSrc if that bit was previously clear
-#define ASM_SET_BIT_INC_WAS_CLEAR(testByte, testBit, count) \
-    __asm volatile(                                         \
-        "bts %2, %0\n"                                      \
-        "sbb $-1, %1\n"                                     \
-        : "+r"(testByte), /* read/write */                  \
-          "+r"(count)                                       \
-        :            /* read/write */                       \
-        "r"(testBit) /* read only */                        \
-        )
-
-#define ASM_CLEAR_BIT_DEC_WAS_SET(testByte, testBit, count) \
-    __asm volatile(                                         \
-        "btr %2, %0\n"                                      \
-        "sbb $0, %1\n"                                      \
-        : "+r"(testByte), /* read/write */                  \
-          "+r"(count)                                       \
-        :            /* read/write */                       \
-        "r"(testBit) /* read only */                        \
-        )
-
-#define ASM_BT64(testByte, testBit, count) \
-    __asm volatile(                        \
-        "bt %2,%1\n"                       \
-        "sbb %0,%0" /*could use setb */    \
-        : "=r"(count)                      \
-        :              /* write */         \
-        "r"(testByte), /* read only */     \
-        "r"(testBit)   /* read only */     \
-        )
-
-#endif  // USE_BMI
-#endif  /* INCLUDE_UTILASM_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/utilasm.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/bitset_util.h */
-#ifndef BITSET_UTIL_H
-#define BITSET_UTIL_H
-
-#include <stdint.h>
-
-
-/*
- * Set all bits in indexes [begin,end) to true.
- */
-static inline void bitset_set_range(uint64_t *bitmap, uint32_t start,
-                                    uint32_t end) {
-    if (start == end) return;
-    uint32_t firstword = start / 64;
-    uint32_t endword = (end - 1) / 64;
-    if (firstword == endword) {
-        bitmap[firstword] |= ((~UINT64_C(0)) << (start % 64)) &
-                             ((~UINT64_C(0)) >> ((~end + 1) % 64));
-        return;
-    }
-    bitmap[firstword] |= (~UINT64_C(0)) << (start % 64);
-    for (uint32_t i = firstword + 1; i < endword; i++) bitmap[i] = ~UINT64_C(0);
-    bitmap[endword] |= (~UINT64_C(0)) >> ((~end + 1) % 64);
-}
-
-
-/*
- * Find the cardinality of the bitset in [begin,begin+lenminusone]
- */
-static inline int bitset_lenrange_cardinality(uint64_t *bitmap, uint32_t start,
-                                              uint32_t lenminusone) {
-    uint32_t firstword = start / 64;
-    uint32_t endword = (start + lenminusone) / 64;
-    if (firstword == endword) {
-        return hamming(bitmap[firstword] &
-                       ((~UINT64_C(0)) >> ((63 - lenminusone) % 64))
-                           << (start % 64));
-    }
-    int answer = hamming(bitmap[firstword] & ((~UINT64_C(0)) << (start % 64)));
-    for (uint32_t i = firstword + 1; i < endword; i++) {
-        answer += hamming(bitmap[i]);
-    }
-    answer +=
-        hamming(bitmap[endword] &
-                (~UINT64_C(0)) >> (((~start + 1) - lenminusone - 1) % 64));
-    return answer;
-}
-
-/*
- * Check whether the cardinality of the bitset in [begin,begin+lenminusone] is 0
- */
-static inline bool bitset_lenrange_empty(uint64_t *bitmap, uint32_t start,
-        uint32_t lenminusone) {
-    uint32_t firstword = start / 64;
-    uint32_t endword = (start + lenminusone) / 64;
-    if (firstword == endword) {
-      return (bitmap[firstword] & ((~UINT64_C(0)) >> ((63 - lenminusone) % 64))
-              << (start % 64)) == 0;
-    }
-    if(((bitmap[firstword] & ((~UINT64_C(0)) << (start%64)))) != 0) return false;
-    for (uint32_t i = firstword + 1; i < endword; i++) {
-     if(bitmap[i] != 0) return false;
-    }
-    if((bitmap[endword] & (~UINT64_C(0)) >> (((~start + 1) - lenminusone - 1) % 64)) != 0) return false;
-    return true;
-}
-
-
-/*
- * Set all bits in indexes [begin,begin+lenminusone] to true.
- */
-static inline void bitset_set_lenrange(uint64_t *bitmap, uint32_t start,
-                                       uint32_t lenminusone) {
-    uint32_t firstword = start / 64;
-    uint32_t endword = (start + lenminusone) / 64;
-    if (firstword == endword) {
-        bitmap[firstword] |= ((~UINT64_C(0)) >> ((63 - lenminusone) % 64))
-                             << (start % 64);
-        return;
-    }
-    uint64_t temp = bitmap[endword];
-    bitmap[firstword] |= (~UINT64_C(0)) << (start % 64);
-    for (uint32_t i = firstword + 1; i < endword; i += 2)
-        bitmap[i] = bitmap[i + 1] = ~UINT64_C(0);
-    bitmap[endword] =
-        temp | (~UINT64_C(0)) >> (((~start + 1) - lenminusone - 1) % 64);
-}
-
-/*
- * Flip all the bits in indexes [begin,end).
- */
-static inline void bitset_flip_range(uint64_t *bitmap, uint32_t start,
-                                     uint32_t end) {
-    if (start == end) return;
-    uint32_t firstword = start / 64;
-    uint32_t endword = (end - 1) / 64;
-    bitmap[firstword] ^= ~((~UINT64_C(0)) << (start % 64));
-    for (uint32_t i = firstword; i < endword; i++) bitmap[i] = ~bitmap[i];
-    bitmap[endword] ^= ((~UINT64_C(0)) >> ((~end + 1) % 64));
-}
-
-/*
- * Set all bits in indexes [begin,end) to false.
- */
-static inline void bitset_reset_range(uint64_t *bitmap, uint32_t start,
-                                      uint32_t end) {
-    if (start == end) return;
-    uint32_t firstword = start / 64;
-    uint32_t endword = (end - 1) / 64;
-    if (firstword == endword) {
-        bitmap[firstword] &= ~(((~UINT64_C(0)) << (start % 64)) &
-                               ((~UINT64_C(0)) >> ((~end + 1) % 64)));
-        return;
-    }
-    bitmap[firstword] &= ~((~UINT64_C(0)) << (start % 64));
-    for (uint32_t i = firstword + 1; i < endword; i++) bitmap[i] = UINT64_C(0);
-    bitmap[endword] &= ~((~UINT64_C(0)) >> ((~end + 1) % 64));
-}
-
-/*
- * Given a bitset containing "length" 64-bit words, write out the position
- * of all the set bits to "out", values start at "base".
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- * set.
- *
- * Returns how many values were actually decoded.
- *
- * This function should only be expected to be faster than
- * bitset_extract_setbits
- * when the density of the bitset is high.
- *
- * This function uses AVX2 decoding.
- */
-size_t bitset_extract_setbits_avx2(uint64_t *bitset, size_t length, void *vout,
-                                   size_t outcapacity, uint32_t base);
-
-/*
- * Given a bitset containing "length" 64-bit words, write out the position
- * of all the set bits to "out", values start at "base".
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- *set.
- *
- * Returns how many values were actually decoded.
- */
-size_t bitset_extract_setbits(uint64_t *bitset, size_t length, void *vout,
-                              uint32_t base);
-
-/*
- * Given a bitset containing "length" 64-bit words, write out the position
- * of all the set bits to "out" as 16-bit integers, values start at "base" (can
- *be set to zero)
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- *set.
- *
- * Returns how many values were actually decoded.
- *
- * This function should only be expected to be faster than
- *bitset_extract_setbits_uint16
- * when the density of the bitset is high.
- *
- * This function uses SSE decoding.
- */
-size_t bitset_extract_setbits_sse_uint16(const uint64_t *bitset, size_t length,
-                                         uint16_t *out, size_t outcapacity,
-                                         uint16_t base);
-
-/*
- * Given a bitset containing "length" 64-bit words, write out the position
- * of all the set bits to "out",  values start at "base"
- * (can be set to zero)
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- *set.
- *
- * Returns how many values were actually decoded.
- */
-size_t bitset_extract_setbits_uint16(const uint64_t *bitset, size_t length,
-                                     uint16_t *out, uint16_t base);
-
-/*
- * Given two bitsets containing "length" 64-bit words, write out the position
- * of all the common set bits to "out", values start at "base"
- * (can be set to zero)
- *
- * The "out" pointer should be sufficient to store the actual number of bits
- * set.
- *
- * Returns how many values were actually decoded.
- */
-size_t bitset_extract_intersection_setbits_uint16(const uint64_t * __restrict__ bitset1,
-                                                  const uint64_t * __restrict__ bitset2,
-                                                  size_t length, uint16_t *out,
-                                                  uint16_t base);
-
-/*
- * Given a bitset having cardinality card, set all bit values in the list (there
- * are length of them)
- * and return the updated cardinality. This evidently assumes that the bitset
- * already contained data.
- */
-uint64_t bitset_set_list_withcard(void *bitset, uint64_t card,
-                                  const uint16_t *list, uint64_t length);
-/*
- * Given a bitset, set all bit values in the list (there
- * are length of them).
- */
-void bitset_set_list(void *bitset, const uint16_t *list, uint64_t length);
-
-/*
- * Given a bitset having cardinality card, unset all bit values in the list
- * (there are length of them)
- * and return the updated cardinality. This evidently assumes that the bitset
- * already contained data.
- */
-uint64_t bitset_clear_list(void *bitset, uint64_t card, const uint16_t *list,
-                           uint64_t length);
-
-/*
- * Given a bitset having cardinality card, toggle all bit values in the list
- * (there are length of them)
- * and return the updated cardinality. This evidently assumes that the bitset
- * already contained data.
- */
-
-uint64_t bitset_flip_list_withcard(void *bitset, uint64_t card,
-                                   const uint16_t *list, uint64_t length);
-
-void bitset_flip_list(void *bitset, const uint16_t *list, uint64_t length);
-
-#ifdef USEAVX
-/***
- * BEGIN Harley-Seal popcount functions.
- */
-
-/**
- * Compute the population count of a 256-bit word
- * This is not especially fast, but it is convenient as part of other functions.
- */
-static inline __m256i popcount256(__m256i v) {
-    const __m256i lookuppos = _mm256_setr_epi8(
-        /* 0 */ 4 + 0, /* 1 */ 4 + 1, /* 2 */ 4 + 1, /* 3 */ 4 + 2,
-        /* 4 */ 4 + 1, /* 5 */ 4 + 2, /* 6 */ 4 + 2, /* 7 */ 4 + 3,
-        /* 8 */ 4 + 1, /* 9 */ 4 + 2, /* a */ 4 + 2, /* b */ 4 + 3,
-        /* c */ 4 + 2, /* d */ 4 + 3, /* e */ 4 + 3, /* f */ 4 + 4,
-
-        /* 0 */ 4 + 0, /* 1 */ 4 + 1, /* 2 */ 4 + 1, /* 3 */ 4 + 2,
-        /* 4 */ 4 + 1, /* 5 */ 4 + 2, /* 6 */ 4 + 2, /* 7 */ 4 + 3,
-        /* 8 */ 4 + 1, /* 9 */ 4 + 2, /* a */ 4 + 2, /* b */ 4 + 3,
-        /* c */ 4 + 2, /* d */ 4 + 3, /* e */ 4 + 3, /* f */ 4 + 4);
-    const __m256i lookupneg = _mm256_setr_epi8(
-        /* 0 */ 4 - 0, /* 1 */ 4 - 1, /* 2 */ 4 - 1, /* 3 */ 4 - 2,
-        /* 4 */ 4 - 1, /* 5 */ 4 - 2, /* 6 */ 4 - 2, /* 7 */ 4 - 3,
-        /* 8 */ 4 - 1, /* 9 */ 4 - 2, /* a */ 4 - 2, /* b */ 4 - 3,
-        /* c */ 4 - 2, /* d */ 4 - 3, /* e */ 4 - 3, /* f */ 4 - 4,
-
-        /* 0 */ 4 - 0, /* 1 */ 4 - 1, /* 2 */ 4 - 1, /* 3 */ 4 - 2,
-        /* 4 */ 4 - 1, /* 5 */ 4 - 2, /* 6 */ 4 - 2, /* 7 */ 4 - 3,
-        /* 8 */ 4 - 1, /* 9 */ 4 - 2, /* a */ 4 - 2, /* b */ 4 - 3,
-        /* c */ 4 - 2, /* d */ 4 - 3, /* e */ 4 - 3, /* f */ 4 - 4);
-    const __m256i low_mask = _mm256_set1_epi8(0x0f);
-
-    const __m256i lo = _mm256_and_si256(v, low_mask);
-    const __m256i hi = _mm256_and_si256(_mm256_srli_epi16(v, 4), low_mask);
-    const __m256i popcnt1 = _mm256_shuffle_epi8(lookuppos, lo);
-    const __m256i popcnt2 = _mm256_shuffle_epi8(lookupneg, hi);
-    return _mm256_sad_epu8(popcnt1, popcnt2);
-}
-
-/**
- * Simple CSA over 256 bits
- */
-static inline void CSA(__m256i *h, __m256i *l, __m256i a, __m256i b,
-                       __m256i c) {
-    const __m256i u = _mm256_xor_si256(a, b);
-    *h = _mm256_or_si256(_mm256_and_si256(a, b), _mm256_and_si256(u, c));
-    *l = _mm256_xor_si256(u, c);
-}
-
-/**
- * Fast Harley-Seal AVX population count function
- */
-inline static uint64_t avx2_harley_seal_popcount256(const __m256i *data,
-                                                    const uint64_t size) {
-    __m256i total = _mm256_setzero_si256();
-    __m256i ones = _mm256_setzero_si256();
-    __m256i twos = _mm256_setzero_si256();
-    __m256i fours = _mm256_setzero_si256();
-    __m256i eights = _mm256_setzero_si256();
-    __m256i sixteens = _mm256_setzero_si256();
-    __m256i twosA, twosB, foursA, foursB, eightsA, eightsB;
-
-    const uint64_t limit = size - size % 16;
-    uint64_t i = 0;
-
-    for (; i < limit; i += 16) {
-        CSA(&twosA, &ones, ones, _mm256_lddqu_si256(data + i),
-            _mm256_lddqu_si256(data + i + 1));
-        CSA(&twosB, &ones, ones, _mm256_lddqu_si256(data + i + 2),
-            _mm256_lddqu_si256(data + i + 3));
-        CSA(&foursA, &twos, twos, twosA, twosB);
-        CSA(&twosA, &ones, ones, _mm256_lddqu_si256(data + i + 4),
-            _mm256_lddqu_si256(data + i + 5));
-        CSA(&twosB, &ones, ones, _mm256_lddqu_si256(data + i + 6),
-            _mm256_lddqu_si256(data + i + 7));
-        CSA(&foursB, &twos, twos, twosA, twosB);
-        CSA(&eightsA, &fours, fours, foursA, foursB);
-        CSA(&twosA, &ones, ones, _mm256_lddqu_si256(data + i + 8),
-            _mm256_lddqu_si256(data + i + 9));
-        CSA(&twosB, &ones, ones, _mm256_lddqu_si256(data + i + 10),
-            _mm256_lddqu_si256(data + i + 11));
-        CSA(&foursA, &twos, twos, twosA, twosB);
-        CSA(&twosA, &ones, ones, _mm256_lddqu_si256(data + i + 12),
-            _mm256_lddqu_si256(data + i + 13));
-        CSA(&twosB, &ones, ones, _mm256_lddqu_si256(data + i + 14),
-            _mm256_lddqu_si256(data + i + 15));
-        CSA(&foursB, &twos, twos, twosA, twosB);
-        CSA(&eightsB, &fours, fours, foursA, foursB);
-        CSA(&sixteens, &eights, eights, eightsA, eightsB);
-
-        total = _mm256_add_epi64(total, popcount256(sixteens));
-    }
-
-    total = _mm256_slli_epi64(total, 4);  // * 16
-    total = _mm256_add_epi64(
-        total, _mm256_slli_epi64(popcount256(eights), 3));  // += 8 * ...
-    total = _mm256_add_epi64(
-        total, _mm256_slli_epi64(popcount256(fours), 2));  // += 4 * ...
-    total = _mm256_add_epi64(
-        total, _mm256_slli_epi64(popcount256(twos), 1));  // += 2 * ...
-    total = _mm256_add_epi64(total, popcount256(ones));
-    for (; i < size; i++)
-        total =
-            _mm256_add_epi64(total, popcount256(_mm256_lddqu_si256(data + i)));
-
-    return (uint64_t)(_mm256_extract_epi64(total, 0)) +
-           (uint64_t)(_mm256_extract_epi64(total, 1)) +
-           (uint64_t)(_mm256_extract_epi64(total, 2)) +
-           (uint64_t)(_mm256_extract_epi64(total, 3));
-}
-
-#define AVXPOPCNTFNC(opname, avx_intrinsic)                                    \
-    static inline uint64_t avx2_harley_seal_popcount256_##opname(              \
-        const __m256i *data1, const __m256i *data2, const uint64_t size) {     \
-        __m256i total = _mm256_setzero_si256();                                \
-        __m256i ones = _mm256_setzero_si256();                                 \
-        __m256i twos = _mm256_setzero_si256();                                 \
-        __m256i fours = _mm256_setzero_si256();                                \
-        __m256i eights = _mm256_setzero_si256();                               \
-        __m256i sixteens = _mm256_setzero_si256();                             \
-        __m256i twosA, twosB, foursA, foursB, eightsA, eightsB;                \
-        __m256i A1, A2;                                                        \
-        const uint64_t limit = size - size % 16;                               \
-        uint64_t i = 0;                                                        \
-        for (; i < limit; i += 16) {                                           \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i),                  \
-                               _mm256_lddqu_si256(data2 + i));                 \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 1),              \
-                               _mm256_lddqu_si256(data2 + i + 1));             \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 2),              \
-                               _mm256_lddqu_si256(data2 + i + 2));             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 3),              \
-                               _mm256_lddqu_si256(data2 + i + 3));             \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursA, &twos, twos, twosA, twosB);                           \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 4),              \
-                               _mm256_lddqu_si256(data2 + i + 4));             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 5),              \
-                               _mm256_lddqu_si256(data2 + i + 5));             \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 6),              \
-                               _mm256_lddqu_si256(data2 + i + 6));             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 7),              \
-                               _mm256_lddqu_si256(data2 + i + 7));             \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursB, &twos, twos, twosA, twosB);                           \
-            CSA(&eightsA, &fours, fours, foursA, foursB);                      \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 8),              \
-                               _mm256_lddqu_si256(data2 + i + 8));             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 9),              \
-                               _mm256_lddqu_si256(data2 + i + 9));             \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 10),             \
-                               _mm256_lddqu_si256(data2 + i + 10));            \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 11),             \
-                               _mm256_lddqu_si256(data2 + i + 11));            \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursA, &twos, twos, twosA, twosB);                           \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 12),             \
-                               _mm256_lddqu_si256(data2 + i + 12));            \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 13),             \
-                               _mm256_lddqu_si256(data2 + i + 13));            \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 14),             \
-                               _mm256_lddqu_si256(data2 + i + 14));            \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 15),             \
-                               _mm256_lddqu_si256(data2 + i + 15));            \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursB, &twos, twos, twosA, twosB);                           \
-            CSA(&eightsB, &fours, fours, foursA, foursB);                      \
-            CSA(&sixteens, &eights, eights, eightsA, eightsB);                 \
-            total = _mm256_add_epi64(total, popcount256(sixteens));            \
-        }                                                                      \
-        total = _mm256_slli_epi64(total, 4);                                   \
-        total = _mm256_add_epi64(total,                                        \
-                                 _mm256_slli_epi64(popcount256(eights), 3));   \
-        total =                                                                \
-            _mm256_add_epi64(total, _mm256_slli_epi64(popcount256(fours), 2)); \
-        total =                                                                \
-            _mm256_add_epi64(total, _mm256_slli_epi64(popcount256(twos), 1));  \
-        total = _mm256_add_epi64(total, popcount256(ones));                    \
-        for (; i < size; i++) {                                                \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i),                  \
-                               _mm256_lddqu_si256(data2 + i));                 \
-            total = _mm256_add_epi64(total, popcount256(A1));                  \
-        }                                                                      \
-        return (uint64_t)(_mm256_extract_epi64(total, 0)) +                    \
-               (uint64_t)(_mm256_extract_epi64(total, 1)) +                    \
-               (uint64_t)(_mm256_extract_epi64(total, 2)) +                    \
-               (uint64_t)(_mm256_extract_epi64(total, 3));                     \
-    }                                                                          \
-    static inline uint64_t avx2_harley_seal_popcount256andstore_##opname(      \
-        const __m256i *__restrict__ data1, const __m256i *__restrict__ data2,  \
-        __m256i *__restrict__ out, const uint64_t size) {                      \
-        __m256i total = _mm256_setzero_si256();                                \
-        __m256i ones = _mm256_setzero_si256();                                 \
-        __m256i twos = _mm256_setzero_si256();                                 \
-        __m256i fours = _mm256_setzero_si256();                                \
-        __m256i eights = _mm256_setzero_si256();                               \
-        __m256i sixteens = _mm256_setzero_si256();                             \
-        __m256i twosA, twosB, foursA, foursB, eightsA, eightsB;                \
-        __m256i A1, A2;                                                        \
-        const uint64_t limit = size - size % 16;                               \
-        uint64_t i = 0;                                                        \
-        for (; i < limit; i += 16) {                                           \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i),                  \
-                               _mm256_lddqu_si256(data2 + i));                 \
-            _mm256_storeu_si256(out + i, A1);                                  \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 1),              \
-                               _mm256_lddqu_si256(data2 + i + 1));             \
-            _mm256_storeu_si256(out + i + 1, A2);                              \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 2),              \
-                               _mm256_lddqu_si256(data2 + i + 2));             \
-            _mm256_storeu_si256(out + i + 2, A1);                              \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 3),              \
-                               _mm256_lddqu_si256(data2 + i + 3));             \
-            _mm256_storeu_si256(out + i + 3, A2);                              \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursA, &twos, twos, twosA, twosB);                           \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 4),              \
-                               _mm256_lddqu_si256(data2 + i + 4));             \
-            _mm256_storeu_si256(out + i + 4, A1);                              \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 5),              \
-                               _mm256_lddqu_si256(data2 + i + 5));             \
-            _mm256_storeu_si256(out + i + 5, A2);                              \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 6),              \
-                               _mm256_lddqu_si256(data2 + i + 6));             \
-            _mm256_storeu_si256(out + i + 6, A1);                              \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 7),              \
-                               _mm256_lddqu_si256(data2 + i + 7));             \
-            _mm256_storeu_si256(out + i + 7, A2);                              \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursB, &twos, twos, twosA, twosB);                           \
-            CSA(&eightsA, &fours, fours, foursA, foursB);                      \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 8),              \
-                               _mm256_lddqu_si256(data2 + i + 8));             \
-            _mm256_storeu_si256(out + i + 8, A1);                              \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 9),              \
-                               _mm256_lddqu_si256(data2 + i + 9));             \
-            _mm256_storeu_si256(out + i + 9, A2);                              \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 10),             \
-                               _mm256_lddqu_si256(data2 + i + 10));            \
-            _mm256_storeu_si256(out + i + 10, A1);                             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 11),             \
-                               _mm256_lddqu_si256(data2 + i + 11));            \
-            _mm256_storeu_si256(out + i + 11, A2);                             \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursA, &twos, twos, twosA, twosB);                           \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 12),             \
-                               _mm256_lddqu_si256(data2 + i + 12));            \
-            _mm256_storeu_si256(out + i + 12, A1);                             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 13),             \
-                               _mm256_lddqu_si256(data2 + i + 13));            \
-            _mm256_storeu_si256(out + i + 13, A2);                             \
-            CSA(&twosA, &ones, ones, A1, A2);                                  \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 14),             \
-                               _mm256_lddqu_si256(data2 + i + 14));            \
-            _mm256_storeu_si256(out + i + 14, A1);                             \
-            A2 = avx_intrinsic(_mm256_lddqu_si256(data1 + i + 15),             \
-                               _mm256_lddqu_si256(data2 + i + 15));            \
-            _mm256_storeu_si256(out + i + 15, A2);                             \
-            CSA(&twosB, &ones, ones, A1, A2);                                  \
-            CSA(&foursB, &twos, twos, twosA, twosB);                           \
-            CSA(&eightsB, &fours, fours, foursA, foursB);                      \
-            CSA(&sixteens, &eights, eights, eightsA, eightsB);                 \
-            total = _mm256_add_epi64(total, popcount256(sixteens));            \
-        }                                                                      \
-        total = _mm256_slli_epi64(total, 4);                                   \
-        total = _mm256_add_epi64(total,                                        \
-                                 _mm256_slli_epi64(popcount256(eights), 3));   \
-        total =                                                                \
-            _mm256_add_epi64(total, _mm256_slli_epi64(popcount256(fours), 2)); \
-        total =                                                                \
-            _mm256_add_epi64(total, _mm256_slli_epi64(popcount256(twos), 1));  \
-        total = _mm256_add_epi64(total, popcount256(ones));                    \
-        for (; i < size; i++) {                                                \
-            A1 = avx_intrinsic(_mm256_lddqu_si256(data1 + i),                  \
-                               _mm256_lddqu_si256(data2 + i));                 \
-            _mm256_storeu_si256(out + i, A1);                                  \
-            total = _mm256_add_epi64(total, popcount256(A1));                  \
-        }                                                                      \
-        return (uint64_t)(_mm256_extract_epi64(total, 0)) +                    \
-               (uint64_t)(_mm256_extract_epi64(total, 1)) +                    \
-               (uint64_t)(_mm256_extract_epi64(total, 2)) +                    \
-               (uint64_t)(_mm256_extract_epi64(total, 3));                     \
-    }
-
-AVXPOPCNTFNC(or, _mm256_or_si256)
-AVXPOPCNTFNC(union, _mm256_or_si256)
-AVXPOPCNTFNC(and, _mm256_and_si256)
-AVXPOPCNTFNC(intersection, _mm256_and_si256)
-AVXPOPCNTFNC (xor, _mm256_xor_si256)
-AVXPOPCNTFNC(andnot, _mm256_andnot_si256)
-
-/***
- * END Harley-Seal popcount functions.
- */
-
-#endif  // USEAVX
-
-#endif
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/bitset_util.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/array.h */
-/*
- * array.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_ARRAY_H_
-#define INCLUDE_CONTAINERS_ARRAY_H_
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-#include <string.h>
-
-
-/* Containers with DEFAULT_MAX_SIZE or less integers should be arrays */
-enum { DEFAULT_MAX_SIZE = 4096 };
-
-/* struct array_container - sparse representation of a bitmap
- *
- * @cardinality: number of indices in `array` (and the bitmap)
- * @capacity:    allocated size of `array`
- * @array:       sorted list of integers
- */
-struct array_container_s {
-    int32_t cardinality;
-    int32_t capacity;
-    uint16_t *array;
-};
-
-typedef struct array_container_s array_container_t;
-
-/* Create a new array with default. Return NULL in case of failure. See also
- * array_container_create_given_capacity. */
-array_container_t *array_container_create(void);
-
-/* Create a new array with a specified capacity size. Return NULL in case of
- * failure. */
-array_container_t *array_container_create_given_capacity(int32_t size);
-
-/* Create a new array containing all values in [min,max). */
-array_container_t * array_container_create_range(uint32_t min, uint32_t max);
-
-/*
- * Shrink the capacity to the actual size, return the number of bytes saved.
- */
-int array_container_shrink_to_fit(array_container_t *src);
-
-/* Free memory owned by `array'. */
-void array_container_free(array_container_t *array);
-
-/* Duplicate container */
-array_container_t *array_container_clone(const array_container_t *src);
-
-int32_t array_container_serialize(const array_container_t *container,
-                                  char *buf) WARN_UNUSED;
-
-uint32_t array_container_serialization_len(const array_container_t *container);
-
-void *array_container_deserialize(const char *buf, size_t buf_len);
-
-/* Get the cardinality of `array'. */
-static inline int array_container_cardinality(const array_container_t *array) {
-    return array->cardinality;
-}
-
-static inline bool array_container_nonzero_cardinality(
-    const array_container_t *array) {
-    return array->cardinality > 0;
-}
-
-/* Copy one container into another. We assume that they are distinct. */
-void array_container_copy(const array_container_t *src, array_container_t *dst);
-
-/*  Add all the values in [min,max) (included) at a distance k*step from min.
-    The container must have a size less or equal to DEFAULT_MAX_SIZE after this
-   addition. */
-void array_container_add_from_range(array_container_t *arr, uint32_t min,
-                                    uint32_t max, uint16_t step);
-
-/* Set the cardinality to zero (does not release memory). */
-static inline void array_container_clear(array_container_t *array) {
-    array->cardinality = 0;
-}
-
-static inline bool array_container_empty(const array_container_t *array) {
-    return array->cardinality == 0;
-}
-
-/* check whether the cardinality is equal to the capacity (this does not mean
-* that it contains 1<<16 elements) */
-static inline bool array_container_full(const array_container_t *array) {
-    return array->cardinality == array->capacity;
-}
-
-
-/* Compute the union of `src_1' and `src_2' and write the result to `dst'
- * It is assumed that `dst' is distinct from both `src_1' and `src_2'. */
-void array_container_union(const array_container_t *src_1,
-                           const array_container_t *src_2,
-                           array_container_t *dst);
-
-/* symmetric difference, see array_container_union */
-void array_container_xor(const array_container_t *array_1,
-                         const array_container_t *array_2,
-                         array_container_t *out);
-
-/* Computes the intersection of src_1 and src_2 and write the result to
- * dst. It is assumed that dst is distinct from both src_1 and src_2. */
-void array_container_intersection(const array_container_t *src_1,
-                                  const array_container_t *src_2,
-                                  array_container_t *dst);
-
-/* Check whether src_1 and src_2 intersect. */
-bool array_container_intersect(const array_container_t *src_1,
-                                  const array_container_t *src_2);
-
-
-/* computers the size of the intersection between two arrays.
- */
-int array_container_intersection_cardinality(const array_container_t *src_1,
-                                             const array_container_t *src_2);
-
-/* computes the intersection of array1 and array2 and write the result to
- * array1.
- * */
-void array_container_intersection_inplace(array_container_t *src_1,
-                                          const array_container_t *src_2);
-
-/*
- * Write out the 16-bit integers contained in this container as a list of 32-bit
- * integers using base
- * as the starting value (it might be expected that base has zeros in its 16
- * least significant bits).
- * The function returns the number of values written.
- * The caller is responsible for allocating enough memory in out.
- */
-int array_container_to_uint32_array(void *vout, const array_container_t *cont,
-                                    uint32_t base);
-
-/* Compute the number of runs */
-int32_t array_container_number_of_runs(const array_container_t *a);
-
-/*
- * Print this container using printf (useful for debugging).
- */
-void array_container_printf(const array_container_t *v);
-
-/*
- * Print this container using printf as a comma-separated list of 32-bit
- * integers starting at base.
- */
-void array_container_printf_as_uint32_array(const array_container_t *v,
-                                            uint32_t base);
-
-/**
- * Return the serialized size in bytes of a container having cardinality "card".
- */
-static inline int32_t array_container_serialized_size_in_bytes(int32_t card) {
-    return card * 2 + 2;
-}
-
-/**
- * Increase capacity to at least min.
- * Whether the existing data needs to be copied over depends on the "preserve"
- * parameter. If preserve is false, then the new content will be uninitialized,
- * otherwise the old content is copied.
- */
-void array_container_grow(array_container_t *container, int32_t min,
-                          bool preserve);
-
-bool array_container_iterate(const array_container_t *cont, uint32_t base,
-                             roaring_iterator iterator, void *ptr);
-bool array_container_iterate64(const array_container_t *cont, uint32_t base,
-                               roaring_iterator64 iterator, uint64_t high_bits,
-                               void *ptr);
-
-/**
- * Writes the underlying array to buf, outputs how many bytes were written.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes written should be
- * array_container_size_in_bytes(container).
- *
- */
-int32_t array_container_write(const array_container_t *container, char *buf);
-/**
- * Reads the instance from buf, outputs how many bytes were read.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes read should be array_container_size_in_bytes(container).
- * You need to provide the (known) cardinality.
- */
-int32_t array_container_read(int32_t cardinality, array_container_t *container,
-                             const char *buf);
-
-/**
- * Return the serialized size in bytes of a container (see
- * bitset_container_write)
- * This is meant to be compatible with the Java and Go versions of Roaring and
- * assumes
- * that the cardinality of the container is already known.
- *
- */
-static inline int32_t array_container_size_in_bytes(
-    const array_container_t *container) {
-    return container->cardinality * sizeof(uint16_t);
-}
-
-/**
- * Return true if the two arrays have the same content.
- */
-bool array_container_equals(const array_container_t *container1,
-                            const array_container_t *container2);
-
-/**
- * Return true if container1 is a subset of container2.
- */
-bool array_container_is_subset(const array_container_t *container1,
-                               const array_container_t *container2);
-
-/**
- * If the element of given rank is in this container, supposing that the first
- * element has rank start_rank, then the function returns true and sets element
- * accordingly.
- * Otherwise, it returns false and update start_rank.
- */
-static inline bool array_container_select(const array_container_t *container,
-                                          uint32_t *start_rank, uint32_t rank,
-                                          uint32_t *element) {
-    int card = array_container_cardinality(container);
-    if (*start_rank + card <= rank) {
-        *start_rank += card;
-        return false;
-    } else {
-        *element = container->array[rank - *start_rank];
-        return true;
-    }
-}
-
-/* Computes the  difference of array1 and array2 and write the result
- * to array out.
- * Array out does not need to be distinct from array_1
- */
-void array_container_andnot(const array_container_t *array_1,
-                            const array_container_t *array_2,
-                            array_container_t *out);
-
-/* Append x to the set. Assumes that the value is larger than any preceding
- * values.  */
-static inline void array_container_append(array_container_t *arr,
-                                          uint16_t pos) {
-    const int32_t capacity = arr->capacity;
-
-    if (array_container_full(arr)) {
-        array_container_grow(arr, capacity + 1, true);
-    }
-
-    arr->array[arr->cardinality++] = pos;
-}
-
-/**
- * Add value to the set if final cardinality doesn't exceed max_cardinality.
- * Return code:
- * 1  -- value was added
- * 0  -- value was already present
- * -1 -- value was not added because cardinality would exceed max_cardinality
- */
-static inline int array_container_try_add(array_container_t *arr, uint16_t value,
-                                          int32_t max_cardinality) {
-    const int32_t cardinality = arr->cardinality;
-
-    // best case, we can append.
-    if ((array_container_empty(arr) || arr->array[cardinality - 1] < value) &&
-        cardinality < max_cardinality) {
-        array_container_append(arr, value);
-        return 1;
-    }
-
-    const int32_t loc = binarySearch(arr->array, cardinality, value);
-
-    if (loc >= 0) {
-        return 0;
-    } else if (cardinality < max_cardinality) {
-        if (array_container_full(arr)) {
-            array_container_grow(arr, arr->capacity + 1, true);
-        }
-        const int32_t insert_idx = -loc - 1;
-        memmove(arr->array + insert_idx + 1, arr->array + insert_idx,
-                (cardinality - insert_idx) * sizeof(uint16_t));
-        arr->array[insert_idx] = value;
-        arr->cardinality++;
-        return 1;
-    } else {
-        return -1;
-    }
-}
-
-/* Add value to the set. Returns true if x was not already present.  */
-static inline bool array_container_add(array_container_t *arr, uint16_t value) {
-    return array_container_try_add(arr, value, INT32_MAX) == 1;
-}
-
-/* Remove x from the set. Returns true if x was present.  */
-static inline bool array_container_remove(array_container_t *arr,
-                                          uint16_t pos) {
-    const int32_t idx = binarySearch(arr->array, arr->cardinality, pos);
-    const bool is_present = idx >= 0;
-    if (is_present) {
-        memmove(arr->array + idx, arr->array + idx + 1,
-                (arr->cardinality - idx - 1) * sizeof(uint16_t));
-        arr->cardinality--;
-    }
-
-    return is_present;
-}
-
-/* Check whether x is present.  */
-inline bool array_container_contains(const array_container_t *arr,
-                                     uint16_t pos) {
-    //    return binarySearch(arr->array, arr->cardinality, pos) >= 0;
-    // binary search with fallback to linear search for short ranges
-    int32_t low = 0;
-    const uint16_t * carr = (const uint16_t *) arr->array;
-    int32_t high = arr->cardinality - 1;
-    //    while (high - low >= 0) {
-    while(high >= low + 16) {
-        int32_t middleIndex = (low + high)>>1;
-        uint16_t middleValue = carr[middleIndex];
-        if (middleValue < pos) {
-            low = middleIndex + 1;
-        } else if (middleValue > pos) {
-            high = middleIndex - 1;
-        } else {
-            return true;
-        }
-    }
-
-    for (int i=low; i <= high; i++) {
-        uint16_t v = carr[i];
-        if (v == pos) {
-            return true;
-        }
-        if ( v > pos ) return false;
-    }
-    return false;
-
-}
-
-
-//* Check whether a range of values from range_start (included) to range_end (excluded) is present. */
-static inline bool array_container_contains_range(const array_container_t *arr,
-                                                    uint32_t range_start, uint32_t range_end) {
-
-    const uint16_t rs_included = range_start;
-    const uint16_t re_included = range_end - 1;
-
-    const uint16_t *carr = (const uint16_t *) arr->array;
-
-    const int32_t start = advanceUntil(carr, -1, arr->cardinality, rs_included);
-    const int32_t end = advanceUntil(carr, start - 1, arr->cardinality, re_included);
-
-    return (start < arr->cardinality) && (end < arr->cardinality)
-            && (((uint16_t)(end - start)) == re_included - rs_included)
-            && (carr[start] == rs_included) && (carr[end] == re_included);
-}
-
-/* Returns the smallest value (assumes not empty) */
-inline uint16_t array_container_minimum(const array_container_t *arr) {
-    if (arr->cardinality == 0) return 0;
-    return arr->array[0];
-}
-
-/* Returns the largest value (assumes not empty) */
-inline uint16_t array_container_maximum(const array_container_t *arr) {
-    if (arr->cardinality == 0) return 0;
-    return arr->array[arr->cardinality - 1];
-}
-
-/* Returns the number of values equal or smaller than x */
-inline int array_container_rank(const array_container_t *arr, uint16_t x) {
-    const int32_t idx = binarySearch(arr->array, arr->cardinality, x);
-    const bool is_present = idx >= 0;
-    if (is_present) {
-        return idx + 1;
-    } else {
-        return -idx - 1;
-    }
-}
-
-/* Returns the index of the first value equal or smaller than x, or -1 */
-inline int array_container_index_equalorlarger(const array_container_t *arr, uint16_t x) {
-    const int32_t idx = binarySearch(arr->array, arr->cardinality, x);
-    const bool is_present = idx >= 0;
-    if (is_present) {
-        return idx;
-    } else {
-        int32_t candidate = - idx - 1;
-        if(candidate < arr->cardinality) return candidate;
-        return -1;
-    }
-}
-
-/*
- * Adds all values in range [min,max] using hint:
- *   nvals_less is the number of array values less than $min
- *   nvals_greater is the number of array values greater than $max
- */
-static inline void array_container_add_range_nvals(array_container_t *array,
-                                                   uint32_t min, uint32_t max,
-                                                   int32_t nvals_less,
-                                                   int32_t nvals_greater) {
-    int32_t union_cardinality = nvals_less + (max - min + 1) + nvals_greater;
-    if (union_cardinality > array->capacity) {
-        array_container_grow(array, union_cardinality, true);
-    }
-    memmove(&(array->array[union_cardinality - nvals_greater]),
-            &(array->array[array->cardinality - nvals_greater]),
-            nvals_greater * sizeof(uint16_t));
-    for (uint32_t i = 0; i <= max - min; i++) {
-        array->array[nvals_less + i] = min + i;
-    }
-    array->cardinality = union_cardinality;
-}
-
-/**
- * Adds all values in range [min,max].
- */
-static inline void array_container_add_range(array_container_t *array,
-                                             uint32_t min, uint32_t max) {
-    int32_t nvals_greater = count_greater(array->array, array->cardinality, max);
-    int32_t nvals_less = count_less(array->array, array->cardinality - nvals_greater, min);
-    array_container_add_range_nvals(array, min, max, nvals_less, nvals_greater);
-}
-
-/*
- * Removes all elements array[pos] .. array[pos+count-1]
- */
-static inline void array_container_remove_range(array_container_t *array,
-                                                uint32_t pos, uint32_t count) {
-  if (count != 0) {
-      memmove(&(array->array[pos]), &(array->array[pos+count]),
-              (array->cardinality - pos - count) * sizeof(uint16_t));
-      array->cardinality -= count;
-  }
-}
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif /* INCLUDE_CONTAINERS_ARRAY_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/array.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/bitset.h */
-/*
- * bitset.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_BITSET_H_
-#define INCLUDE_CONTAINERS_BITSET_H_
-
-#include <stdbool.h>
-#include <stdint.h>
-
-#ifdef USEAVX
-#define ALIGN_AVX __attribute__((aligned(sizeof(__m256i))))
-#else
-#define ALIGN_AVX
-#endif
-
-enum {
-    BITSET_CONTAINER_SIZE_IN_WORDS = (1 << 16) / 64,
-    BITSET_UNKNOWN_CARDINALITY = -1
-};
-
-struct bitset_container_s {
-    int32_t cardinality;
-    uint64_t *array;
-};
-
-typedef struct bitset_container_s bitset_container_t;
-
-/* Create a new bitset. Return NULL in case of failure. */
-bitset_container_t *bitset_container_create(void);
-
-/* Free memory. */
-void bitset_container_free(bitset_container_t *bitset);
-
-/* Clear bitset (sets bits to 0). */
-void bitset_container_clear(bitset_container_t *bitset);
-
-/* Set all bits to 1. */
-void bitset_container_set_all(bitset_container_t *bitset);
-
-/* Duplicate bitset */
-bitset_container_t *bitset_container_clone(const bitset_container_t *src);
-
-int32_t bitset_container_serialize(const bitset_container_t *container,
-                                   char *buf) WARN_UNUSED;
-
-uint32_t bitset_container_serialization_len(void);
-
-void *bitset_container_deserialize(const char *buf, size_t buf_len);
-
-/* Set the bit in [begin,end). WARNING: as of April 2016, this method is slow
- * and
- * should not be used in performance-sensitive code. Ever.  */
-void bitset_container_set_range(bitset_container_t *bitset, uint32_t begin,
-                                uint32_t end);
-
-#ifdef ASMBITMANIPOPTIMIZATION
-/* Set the ith bit.  */
-static inline void bitset_container_set(bitset_container_t *bitset,
-                                        uint16_t pos) {
-    uint64_t shift = 6;
-    uint64_t offset;
-    uint64_t p = pos;
-    ASM_SHIFT_RIGHT(p, shift, offset);
-    uint64_t load = bitset->array[offset];
-    ASM_SET_BIT_INC_WAS_CLEAR(load, p, bitset->cardinality);
-    bitset->array[offset] = load;
-}
-
-/* Unset the ith bit.  */
-static inline void bitset_container_unset(bitset_container_t *bitset,
-                                          uint16_t pos) {
-    uint64_t shift = 6;
-    uint64_t offset;
-    uint64_t p = pos;
-    ASM_SHIFT_RIGHT(p, shift, offset);
-    uint64_t load = bitset->array[offset];
-    ASM_CLEAR_BIT_DEC_WAS_SET(load, p, bitset->cardinality);
-    bitset->array[offset] = load;
-}
-
-/* Add `pos' to `bitset'. Returns true if `pos' was not present. Might be slower
- * than bitset_container_set.  */
-static inline bool bitset_container_add(bitset_container_t *bitset,
-                                        uint16_t pos) {
-    uint64_t shift = 6;
-    uint64_t offset;
-    uint64_t p = pos;
-    ASM_SHIFT_RIGHT(p, shift, offset);
-    uint64_t load = bitset->array[offset];
-    // could be possibly slightly further optimized
-    const int32_t oldcard = bitset->cardinality;
-    ASM_SET_BIT_INC_WAS_CLEAR(load, p, bitset->cardinality);
-    bitset->array[offset] = load;
-    return bitset->cardinality - oldcard;
-}
-
-/* Remove `pos' from `bitset'. Returns true if `pos' was present.  Might be
- * slower than bitset_container_unset.  */
-static inline bool bitset_container_remove(bitset_container_t *bitset,
-                                           uint16_t pos) {
-    uint64_t shift = 6;
-    uint64_t offset;
-    uint64_t p = pos;
-    ASM_SHIFT_RIGHT(p, shift, offset);
-    uint64_t load = bitset->array[offset];
-    // could be possibly slightly further optimized
-    const int32_t oldcard = bitset->cardinality;
-    ASM_CLEAR_BIT_DEC_WAS_SET(load, p, bitset->cardinality);
-    bitset->array[offset] = load;
-    return oldcard - bitset->cardinality;
-}
-
-/* Get the value of the ith bit.  */
-inline bool bitset_container_get(const bitset_container_t *bitset,
-                                 uint16_t pos) {
-    uint64_t word = bitset->array[pos >> 6];
-    const uint64_t p = pos;
-    ASM_INPLACESHIFT_RIGHT(word, p);
-    return word & 1;
-}
-
-#else
-
-/* Set the ith bit.  */
-static inline void bitset_container_set(bitset_container_t *bitset,
-                                        uint16_t pos) {
-    const uint64_t old_word = bitset->array[pos >> 6];
-    const int index = pos & 63;
-    const uint64_t new_word = old_word | (UINT64_C(1) << index);
-    bitset->cardinality += (uint32_t)((old_word ^ new_word) >> index);
-    bitset->array[pos >> 6] = new_word;
-}
-
-/* Unset the ith bit.  */
-static inline void bitset_container_unset(bitset_container_t *bitset,
-                                          uint16_t pos) {
-    const uint64_t old_word = bitset->array[pos >> 6];
-    const int index = pos & 63;
-    const uint64_t new_word = old_word & (~(UINT64_C(1) << index));
-    bitset->cardinality -= (uint32_t)((old_word ^ new_word) >> index);
-    bitset->array[pos >> 6] = new_word;
-}
-
-/* Add `pos' to `bitset'. Returns true if `pos' was not present. Might be slower
- * than bitset_container_set.  */
-static inline bool bitset_container_add(bitset_container_t *bitset,
-                                        uint16_t pos) {
-    const uint64_t old_word = bitset->array[pos >> 6];
-    const int index = pos & 63;
-    const uint64_t new_word = old_word | (UINT64_C(1) << index);
-    const uint64_t increment = (old_word ^ new_word) >> index;
-    bitset->cardinality += (uint32_t)increment;
-    bitset->array[pos >> 6] = new_word;
-    return increment > 0;
-}
-
-/* Remove `pos' from `bitset'. Returns true if `pos' was present.  Might be
- * slower than bitset_container_unset.  */
-static inline bool bitset_container_remove(bitset_container_t *bitset,
-                                           uint16_t pos) {
-    const uint64_t old_word = bitset->array[pos >> 6];
-    const int index = pos & 63;
-    const uint64_t new_word = old_word & (~(UINT64_C(1) << index));
-    const uint64_t increment = (old_word ^ new_word) >> index;
-    bitset->cardinality -= (uint32_t)increment;
-    bitset->array[pos >> 6] = new_word;
-    return increment > 0;
-}
-
-/* Get the value of the ith bit.  */
-inline bool bitset_container_get(const bitset_container_t *bitset,
-                                 uint16_t pos) {
-    const uint64_t word = bitset->array[pos >> 6];
-    return (word >> (pos & 63)) & 1;
-}
-
-#endif
-
-/*
-* Check if all bits are set in a range of positions from pos_start (included) to
-* pos_end (excluded).
-*/
-static inline bool bitset_container_get_range(const bitset_container_t *bitset,
-                                                uint32_t pos_start, uint32_t pos_end) {
-
-    const uint32_t start = pos_start >> 6;
-    const uint32_t end = pos_end >> 6;
-
-    const uint64_t first = ~((1ULL << (pos_start & 0x3F)) - 1);
-    const uint64_t last = (1ULL << (pos_end & 0x3F)) - 1;
-
-    if (start == end) return ((bitset->array[end] & first & last) == (first & last));
-    if ((bitset->array[start] & first) != first) return false;
-
-    if ((end < BITSET_CONTAINER_SIZE_IN_WORDS) && ((bitset->array[end] & last) != last)){
-
-        return false;
-    }
-
-    for (uint16_t i = start + 1; (i < BITSET_CONTAINER_SIZE_IN_WORDS) && (i < end); ++i){
-
-        if (bitset->array[i] != UINT64_C(0xFFFFFFFFFFFFFFFF)) return false;
-    }
-
-    return true;
-}
-
-/* Check whether `bitset' is present in `array'.  Calls bitset_container_get. */
-inline bool bitset_container_contains(const bitset_container_t *bitset,
-                                      uint16_t pos) {
-    return bitset_container_get(bitset, pos);
-}
-
-/*
-* Check whether a range of bits from position `pos_start' (included) to `pos_end' (excluded)
-* is present in `bitset'.  Calls bitset_container_get_all.
-*/
-static inline bool bitset_container_contains_range(const bitset_container_t *bitset,
-					uint32_t pos_start, uint32_t pos_end) {
-    return bitset_container_get_range(bitset, pos_start, pos_end);
-}
-
-/* Get the number of bits set */
-static inline int bitset_container_cardinality(
-    const bitset_container_t *bitset) {
-    return bitset->cardinality;
-}
-
-
-
-
-/* Copy one container into another. We assume that they are distinct. */
-void bitset_container_copy(const bitset_container_t *source,
-                           bitset_container_t *dest);
-
-/*  Add all the values [min,max) at a distance k*step from min: min,
- * min+step,.... */
-void bitset_container_add_from_range(bitset_container_t *bitset, uint32_t min,
-                                     uint32_t max, uint16_t step);
-
-/* Get the number of bits set (force computation). This does not modify bitset.
- * To update the cardinality, you should do
- * bitset->cardinality =  bitset_container_compute_cardinality(bitset).*/
-int bitset_container_compute_cardinality(const bitset_container_t *bitset);
-
-/* Get whether there is at least one bit set  (see bitset_container_empty for the reverse),
-   when the cardinality is unknown, it is computed and stored in the struct */
-static inline bool bitset_container_nonzero_cardinality(
-    bitset_container_t *bitset) {
-    // account for laziness
-    if (bitset->cardinality == BITSET_UNKNOWN_CARDINALITY) {
-        // could bail early instead with a nonzero result
-        bitset->cardinality = bitset_container_compute_cardinality(bitset);
-    }
-    return bitset->cardinality > 0;
-}
-
-/* Check whether this bitset is empty (see bitset_container_nonzero_cardinality for the reverse),
- *  it never modifies the bitset struct. */
-static inline bool bitset_container_empty(
-    const bitset_container_t *bitset) {
-  if (bitset->cardinality == BITSET_UNKNOWN_CARDINALITY) {
-      for (int i = 0; i < BITSET_CONTAINER_SIZE_IN_WORDS; i ++) {
-          if((bitset->array[i]) != 0) return false;
-      }
-      return true;
-  }
-  return bitset->cardinality == 0;
-}
-
-
-/* Get whether there is at least one bit set  (see bitset_container_empty for the reverse),
-   the bitset is never modified */
-static inline bool bitset_container_const_nonzero_cardinality(
-    const bitset_container_t *bitset) {
-    return !bitset_container_empty(bitset);
-}
-
-/*
- * Check whether the two bitsets intersect
- */
-bool bitset_container_intersect(const bitset_container_t *src_1,
-                                  const bitset_container_t *src_2);
-
-/* Computes the union of bitsets `src_1' and `src_2' into `dst'  and return the
- * cardinality. */
-int bitset_container_or(const bitset_container_t *src_1,
-                        const bitset_container_t *src_2,
-                        bitset_container_t *dst);
-
-/* Computes the union of bitsets `src_1' and `src_2' and return the cardinality.
- */
-int bitset_container_or_justcard(const bitset_container_t *src_1,
-                                 const bitset_container_t *src_2);
-
-/* Computes the union of bitsets `src_1' and `src_2' into `dst' and return the
- * cardinality. Same as bitset_container_or. */
-int bitset_container_union(const bitset_container_t *src_1,
-                           const bitset_container_t *src_2,
-                           bitset_container_t *dst);
-
-/* Computes the union of bitsets `src_1' and `src_2'  and return the
- * cardinality. Same as bitset_container_or_justcard. */
-int bitset_container_union_justcard(const bitset_container_t *src_1,
-                                    const bitset_container_t *src_2);
-
-/* Computes the union of bitsets `src_1' and `src_2' into `dst', but does not
- * update the cardinality. Provided to optimize chained operations. */
-int bitset_container_or_nocard(const bitset_container_t *src_1,
-                               const bitset_container_t *src_2,
-                               bitset_container_t *dst);
-
-/* Computes the intersection of bitsets `src_1' and `src_2' into `dst' and
- * return the cardinality. */
-int bitset_container_and(const bitset_container_t *src_1,
-                         const bitset_container_t *src_2,
-                         bitset_container_t *dst);
-
-/* Computes the intersection of bitsets `src_1' and `src_2'  and return the
- * cardinality. */
-int bitset_container_and_justcard(const bitset_container_t *src_1,
-                                  const bitset_container_t *src_2);
-
-/* Computes the intersection of bitsets `src_1' and `src_2' into `dst' and
- * return the cardinality. Same as bitset_container_and. */
-int bitset_container_intersection(const bitset_container_t *src_1,
-                                  const bitset_container_t *src_2,
-                                  bitset_container_t *dst);
-
-/* Computes the intersection of bitsets `src_1' and `src_2' and return the
- * cardinality. Same as bitset_container_and_justcard. */
-int bitset_container_intersection_justcard(const bitset_container_t *src_1,
-                                           const bitset_container_t *src_2);
-
-/* Computes the intersection of bitsets `src_1' and `src_2' into `dst', but does
- * not update the cardinality. Provided to optimize chained operations. */
-int bitset_container_and_nocard(const bitset_container_t *src_1,
-                                const bitset_container_t *src_2,
-                                bitset_container_t *dst);
-
-/* Computes the exclusive or of bitsets `src_1' and `src_2' into `dst' and
- * return the cardinality. */
-int bitset_container_xor(const bitset_container_t *src_1,
-                         const bitset_container_t *src_2,
-                         bitset_container_t *dst);
-
-/* Computes the exclusive or of bitsets `src_1' and `src_2' and return the
- * cardinality. */
-int bitset_container_xor_justcard(const bitset_container_t *src_1,
-                                  const bitset_container_t *src_2);
-
-/* Computes the exclusive or of bitsets `src_1' and `src_2' into `dst', but does
- * not update the cardinality. Provided to optimize chained operations. */
-int bitset_container_xor_nocard(const bitset_container_t *src_1,
-                                const bitset_container_t *src_2,
-                                bitset_container_t *dst);
-
-/* Computes the and not of bitsets `src_1' and `src_2' into `dst' and return the
- * cardinality. */
-int bitset_container_andnot(const bitset_container_t *src_1,
-                            const bitset_container_t *src_2,
-                            bitset_container_t *dst);
-
-/* Computes the and not of bitsets `src_1' and `src_2'  and return the
- * cardinality. */
-int bitset_container_andnot_justcard(const bitset_container_t *src_1,
-                                     const bitset_container_t *src_2);
-
-/* Computes the and not or of bitsets `src_1' and `src_2' into `dst', but does
- * not update the cardinality. Provided to optimize chained operations. */
-int bitset_container_andnot_nocard(const bitset_container_t *src_1,
-                                   const bitset_container_t *src_2,
-                                   bitset_container_t *dst);
-
-/*
- * Write out the 16-bit integers contained in this container as a list of 32-bit
- * integers using base
- * as the starting value (it might be expected that base has zeros in its 16
- * least significant bits).
- * The function returns the number of values written.
- * The caller is responsible for allocating enough memory in out.
- * The out pointer should point to enough memory (the cardinality times 32
- * bits).
- */
-int bitset_container_to_uint32_array(void *out, const bitset_container_t *cont,
-                                     uint32_t base);
-
-/*
- * Print this container using printf (useful for debugging).
- */
-void bitset_container_printf(const bitset_container_t *v);
-
-/*
- * Print this container using printf as a comma-separated list of 32-bit
- * integers starting at base.
- */
-void bitset_container_printf_as_uint32_array(const bitset_container_t *v,
-                                             uint32_t base);
-
-/**
- * Return the serialized size in bytes of a container.
- */
-static inline int32_t bitset_container_serialized_size_in_bytes(void) {
-    return BITSET_CONTAINER_SIZE_IN_WORDS * 8;
-}
-
-/**
- * Return the the number of runs.
- */
-int bitset_container_number_of_runs(bitset_container_t *b);
-
-bool bitset_container_iterate(const bitset_container_t *cont, uint32_t base,
-                              roaring_iterator iterator, void *ptr);
-bool bitset_container_iterate64(const bitset_container_t *cont, uint32_t base,
-                                roaring_iterator64 iterator, uint64_t high_bits,
-                                void *ptr);
-
-/**
- * Writes the underlying array to buf, outputs how many bytes were written.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes written should be
- * bitset_container_size_in_bytes(container).
- */
-int32_t bitset_container_write(const bitset_container_t *container, char *buf);
-
-/**
- * Reads the instance from buf, outputs how many bytes were read.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes read should be bitset_container_size_in_bytes(container).
- * You need to provide the (known) cardinality.
- */
-int32_t bitset_container_read(int32_t cardinality,
-                              bitset_container_t *container, const char *buf);
-/**
- * Return the serialized size in bytes of a container (see
- * bitset_container_write).
- * This is meant to be compatible with the Java and Go versions of Roaring and
- * assumes
- * that the cardinality of the container is already known or can be computed.
- */
-static inline int32_t bitset_container_size_in_bytes(
-    const bitset_container_t *container) {
-    (void)container;
-    return BITSET_CONTAINER_SIZE_IN_WORDS * sizeof(uint64_t);
-}
-
-/**
- * Return true if the two containers have the same content.
- */
-bool bitset_container_equals(const bitset_container_t *container1,
-                             const bitset_container_t *container2);
-
-/**
-* Return true if container1 is a subset of container2.
-*/
-bool bitset_container_is_subset(const bitset_container_t *container1,
-                                const bitset_container_t *container2);
-
-/**
- * If the element of given rank is in this container, supposing that the first
- * element has rank start_rank, then the function returns true and sets element
- * accordingly.
- * Otherwise, it returns false and update start_rank.
- */
-bool bitset_container_select(const bitset_container_t *container,
-                             uint32_t *start_rank, uint32_t rank,
-                             uint32_t *element);
-
-/* Returns the smallest value (assumes not empty) */
-uint16_t bitset_container_minimum(const bitset_container_t *container);
-
-/* Returns the largest value (assumes not empty) */
-uint16_t bitset_container_maximum(const bitset_container_t *container);
-
-/* Returns the number of values equal or smaller than x */
-int bitset_container_rank(const bitset_container_t *container, uint16_t x);
-
-/* Returns the index of the first value equal or larger than x, or -1 */
-int bitset_container_index_equalorlarger(const bitset_container_t *container, uint16_t x);
-#endif /* INCLUDE_CONTAINERS_BITSET_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/bitset.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/run.h */
-/*
- * run.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_RUN_H_
-#define INCLUDE_CONTAINERS_RUN_H_
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-#include <assert.h>
-#include <stdbool.h>
-#include <stdint.h>
-#include <string.h>
-
-
-/* struct rle16_s - run length pair
- *
- * @value:  start position of the run
- * @length: length of the run is `length + 1`
- *
- * An RLE pair {v, l} would represent the integers between the interval
- * [v, v+l+1], e.g. {3, 2} = [3, 4, 5].
- */
-struct rle16_s {
-    uint16_t value;
-    uint16_t length;
-};
-
-typedef struct rle16_s rle16_t;
-
-/* struct run_container_s - run container bitmap
- *
- * @n_runs:   number of rle_t pairs in `runs`.
- * @capacity: capacity in rle_t pairs `runs` can hold.
- * @runs:     pairs of rle_t.
- *
- */
-struct run_container_s {
-    int32_t n_runs;
-    int32_t capacity;
-    rle16_t *runs;
-};
-
-typedef struct run_container_s run_container_t;
-
-/* Create a new run container. Return NULL in case of failure. */
-run_container_t *run_container_create(void);
-
-/* Create a new run container with given capacity. Return NULL in case of
- * failure. */
-run_container_t *run_container_create_given_capacity(int32_t size);
-
-/*
- * Shrink the capacity to the actual size, return the number of bytes saved.
- */
-int run_container_shrink_to_fit(run_container_t *src);
-
-/* Free memory owned by `run'. */
-void run_container_free(run_container_t *run);
-
-/* Duplicate container */
-run_container_t *run_container_clone(const run_container_t *src);
-
-int32_t run_container_serialize(const run_container_t *container,
-                                char *buf) WARN_UNUSED;
-
-uint32_t run_container_serialization_len(const run_container_t *container);
-
-void *run_container_deserialize(const char *buf, size_t buf_len);
-
-/*
- * Effectively deletes the value at index index, repacking data.
- */
-static inline void recoverRoomAtIndex(run_container_t *run, uint16_t index) {
-    memmove(run->runs + index, run->runs + (1 + index),
-            (run->n_runs - index - 1) * sizeof(rle16_t));
-    run->n_runs--;
-}
-
-/**
- * Good old binary search through rle data
- */
-inline int32_t interleavedBinarySearch(const rle16_t *array, int32_t lenarray,
-                                       uint16_t ikey) {
-    int32_t low = 0;
-    int32_t high = lenarray - 1;
-    while (low <= high) {
-        int32_t middleIndex = (low + high) >> 1;
-        uint16_t middleValue = array[middleIndex].value;
-        if (middleValue < ikey) {
-            low = middleIndex + 1;
-        } else if (middleValue > ikey) {
-            high = middleIndex - 1;
-        } else {
-            return middleIndex;
-        }
-    }
-    return -(low + 1);
-}
-
-/*
- * Returns index of the run which contains $ikey
- */
-static inline int32_t rle16_find_run(const rle16_t *array, int32_t lenarray,
-                                     uint16_t ikey) {
-    int32_t low = 0;
-    int32_t high = lenarray - 1;
-    while (low <= high) {
-        int32_t middleIndex = (low + high) >> 1;
-        uint16_t min = array[middleIndex].value;
-        uint16_t max = array[middleIndex].value + array[middleIndex].length;
-        if (ikey > max) {
-            low = middleIndex + 1;
-        } else if (ikey < min) {
-            high = middleIndex - 1;
-        } else {
-            return middleIndex;
-        }
-    }
-    return -(low + 1);
-}
-
-
-/**
- * Returns number of runs which can'be be merged with the key because they
- * are less than the key.
- * Note that [5,6,7,8] can be merged with the key 9 and won't be counted.
- */
-static inline int32_t rle16_count_less(const rle16_t* array, int32_t lenarray,
-                                       uint16_t key) {
-    if (lenarray == 0) return 0;
-    int32_t low = 0;
-    int32_t high = lenarray - 1;
-    while (low <= high) {
-        int32_t middleIndex = (low + high) >> 1;
-        uint16_t min_value = array[middleIndex].value;
-        uint16_t max_value = array[middleIndex].value + array[middleIndex].length;
-        if (max_value + UINT32_C(1) < key) { // uint32 arithmetic
-            low = middleIndex + 1;
-        } else if (key < min_value) {
-            high = middleIndex - 1;
-        } else {
-            return middleIndex;
-        }
-    }
-    return low;
-}
-
-static inline int32_t rle16_count_greater(const rle16_t* array, int32_t lenarray,
-                                          uint16_t key) {
-    if (lenarray == 0) return 0;
-    int32_t low = 0;
-    int32_t high = lenarray - 1;
-    while (low <= high) {
-        int32_t middleIndex = (low + high) >> 1;
-        uint16_t min_value = array[middleIndex].value;
-        uint16_t max_value = array[middleIndex].value + array[middleIndex].length;
-        if (max_value < key) {
-            low = middleIndex + 1;
-        } else if (key + UINT32_C(1) < min_value) { // uint32 arithmetic
-            high = middleIndex - 1;
-        } else {
-            return lenarray - (middleIndex + 1);
-        }
-    }
-    return lenarray - low;
-}
-
-/**
- * increase capacity to at least min. Whether the
- * existing data needs to be copied over depends on copy. If "copy" is false,
- * then the new content will be uninitialized, otherwise a copy is made.
- */
-void run_container_grow(run_container_t *run, int32_t min, bool copy);
-
-/**
- * Moves the data so that we can write data at index
- */
-static inline void makeRoomAtIndex(run_container_t *run, uint16_t index) {
-    /* This function calls realloc + memmove sequentially to move by one index.
-     * Potentially copying twice the array.
-     */
-    if (run->n_runs + 1 > run->capacity)
-        run_container_grow(run, run->n_runs + 1, true);
-    memmove(run->runs + 1 + index, run->runs + index,
-            (run->n_runs - index) * sizeof(rle16_t));
-    run->n_runs++;
-}
-
-/* Add `pos' to `run'. Returns true if `pos' was not present. */
-bool run_container_add(run_container_t *run, uint16_t pos);
-
-/* Remove `pos' from `run'. Returns true if `pos' was present. */
-static inline bool run_container_remove(run_container_t *run, uint16_t pos) {
-    int32_t index = interleavedBinarySearch(run->runs, run->n_runs, pos);
-    if (index >= 0) {
-        int32_t le = run->runs[index].length;
-        if (le == 0) {
-            recoverRoomAtIndex(run, (uint16_t)index);
-        } else {
-            run->runs[index].value++;
-            run->runs[index].length--;
-        }
-        return true;
-    }
-    index = -index - 2;  // points to preceding value, possibly -1
-    if (index >= 0) {    // possible match
-        int32_t offset = pos - run->runs[index].value;
-        int32_t le = run->runs[index].length;
-        if (offset < le) {
-            // need to break in two
-            run->runs[index].length = (uint16_t)(offset - 1);
-            // need to insert
-            uint16_t newvalue = pos + 1;
-            int32_t newlength = le - offset - 1;
-            makeRoomAtIndex(run, (uint16_t)(index + 1));
-            run->runs[index + 1].value = newvalue;
-            run->runs[index + 1].length = (uint16_t)newlength;
-            return true;
-
-        } else if (offset == le) {
-            run->runs[index].length--;
-            return true;
-        }
-    }
-    // no match
-    return false;
-}
-
-/* Check whether `pos' is present in `run'.  */
-inline bool run_container_contains(const run_container_t *run, uint16_t pos) {
-    int32_t index = interleavedBinarySearch(run->runs, run->n_runs, pos);
-    if (index >= 0) return true;
-    index = -index - 2;  // points to preceding value, possibly -1
-    if (index != -1) {   // possible match
-        int32_t offset = pos - run->runs[index].value;
-        int32_t le = run->runs[index].length;
-        if (offset <= le) return true;
-    }
-    return false;
-}
-
-/*
-* Check whether all positions in a range of positions from pos_start (included)
-* to pos_end (excluded) is present in `run'.
-*/
-static inline bool run_container_contains_range(const run_container_t *run,
-                                                uint32_t pos_start, uint32_t pos_end) {
-    uint32_t count = 0;
-    int32_t index = interleavedBinarySearch(run->runs, run->n_runs, pos_start);
-    if (index < 0) {
-        index = -index - 2;
-        if ((index == -1) || ((pos_start - run->runs[index].value) > run->runs[index].length)){
-            return false;
-        }
-    }
-    for (int32_t i = index; i < run->n_runs; ++i) {
-        const uint32_t stop = run->runs[i].value + run->runs[i].length;
-        if (run->runs[i].value >= pos_end) break;
-        if (stop >= pos_end) {
-            count += (((pos_end - run->runs[i].value) > 0) ? (pos_end - run->runs[i].value) : 0);
-            break;
-        }
-        const uint32_t min = (stop - pos_start) > 0 ? (stop - pos_start) : 0;
-        count += (min < run->runs[i].length) ? min : run->runs[i].length;
-    }
-    return count >= (pos_end - pos_start - 1);
-}
-
-#ifdef USEAVX
-
-/* Get the cardinality of `run'. Requires an actual computation. */
-static inline int run_container_cardinality(const run_container_t *run) {
-    const int32_t n_runs = run->n_runs;
-    const rle16_t *runs = run->runs;
-
-    /* by initializing with n_runs, we omit counting the +1 for each pair. */
-    int sum = n_runs;
-    int32_t k = 0;
-    const int32_t step = sizeof(__m256i) / sizeof(rle16_t);
-    if (n_runs > step) {
-        __m256i total = _mm256_setzero_si256();
-        for (; k + step <= n_runs; k += step) {
-            __m256i ymm1 = _mm256_lddqu_si256((const __m256i *)(runs + k));
-            __m256i justlengths = _mm256_srli_epi32(ymm1, 16);
-            total = _mm256_add_epi32(total, justlengths);
-        }
-        // a store might be faster than extract?
-        uint32_t buffer[sizeof(__m256i) / sizeof(rle16_t)];
-        _mm256_storeu_si256((__m256i *)buffer, total);
-        sum += (buffer[0] + buffer[1]) + (buffer[2] + buffer[3]) +
-               (buffer[4] + buffer[5]) + (buffer[6] + buffer[7]);
-    }
-    for (; k < n_runs; ++k) {
-        sum += runs[k].length;
-    }
-
-    return sum;
-}
-
-#else
-
-/* Get the cardinality of `run'. Requires an actual computation. */
-static inline int run_container_cardinality(const run_container_t *run) {
-    const int32_t n_runs = run->n_runs;
-    const rle16_t *runs = run->runs;
-
-    /* by initializing with n_runs, we omit counting the +1 for each pair. */
-    int sum = n_runs;
-    for (int k = 0; k < n_runs; ++k) {
-        sum += runs[k].length;
-    }
-
-    return sum;
-}
-#endif
-
-/* Card > 0?, see run_container_empty for the reverse */
-static inline bool run_container_nonzero_cardinality(
-    const run_container_t *run) {
-    return run->n_runs > 0;  // runs never empty
-}
-
-/* Card == 0?, see run_container_nonzero_cardinality for the reverse */
-static inline bool run_container_empty(
-    const run_container_t *run) {
-    return run->n_runs == 0;  // runs never empty
-}
-
-
-
-/* Copy one container into another. We assume that they are distinct. */
-void run_container_copy(const run_container_t *src, run_container_t *dst);
-
-/* Set the cardinality to zero (does not release memory). */
-static inline void run_container_clear(run_container_t *run) {
-    run->n_runs = 0;
-}
-
-/**
- * Append run described by vl to the run container, possibly merging.
- * It is assumed that the run would be inserted at the end of the container, no
- * check is made.
- * It is assumed that the run container has the necessary capacity: caller is
- * responsible for checking memory capacity.
- *
- *
- * This is not a safe function, it is meant for performance: use with care.
- */
-static inline void run_container_append(run_container_t *run, rle16_t vl,
-                                        rle16_t *previousrl) {
-    const uint32_t previousend = previousrl->value + previousrl->length;
-    if (vl.value > previousend + 1) {  // we add a new one
-        run->runs[run->n_runs] = vl;
-        run->n_runs++;
-        *previousrl = vl;
-    } else {
-        uint32_t newend = vl.value + vl.length + UINT32_C(1);
-        if (newend > previousend) {  // we merge
-            previousrl->length = (uint16_t)(newend - 1 - previousrl->value);
-            run->runs[run->n_runs - 1] = *previousrl;
-        }
-    }
-}
-
-/**
- * Like run_container_append but it is assumed that the content of run is empty.
- */
-static inline rle16_t run_container_append_first(run_container_t *run,
-                                                 rle16_t vl) {
-    run->runs[run->n_runs] = vl;
-    run->n_runs++;
-    return vl;
-}
-
-/**
- * append a single value  given by val to the run container, possibly merging.
- * It is assumed that the value would be inserted at the end of the container,
- * no check is made.
- * It is assumed that the run container has the necessary capacity: caller is
- * responsible for checking memory capacity.
- *
- * This is not a safe function, it is meant for performance: use with care.
- */
-static inline void run_container_append_value(run_container_t *run,
-                                              uint16_t val,
-                                              rle16_t *previousrl) {
-    const uint32_t previousend = previousrl->value + previousrl->length;
-    if (val > previousend + 1) {  // we add a new one
-        //*previousrl = (rle16_t){.value = val, .length = 0};// requires C99
-        previousrl->value = val;
-        previousrl->length = 0;
-
-        run->runs[run->n_runs] = *previousrl;
-        run->n_runs++;
-    } else if (val == previousend + 1) {  // we merge
-        previousrl->length++;
-        run->runs[run->n_runs - 1] = *previousrl;
-    }
-}
-
-/**
- * Like run_container_append_value but it is assumed that the content of run is
- * empty.
- */
-static inline rle16_t run_container_append_value_first(run_container_t *run,
-                                                       uint16_t val) {
-    // rle16_t newrle = (rle16_t){.value = val, .length = 0};// requires C99
-    rle16_t newrle;
-    newrle.value = val;
-    newrle.length = 0;
-
-    run->runs[run->n_runs] = newrle;
-    run->n_runs++;
-    return newrle;
-}
-
-/* Check whether the container spans the whole chunk (cardinality = 1<<16).
- * This check can be done in constant time (inexpensive). */
-static inline bool run_container_is_full(const run_container_t *run) {
-    rle16_t vl = run->runs[0];
-    return (run->n_runs == 1) && (vl.value == 0) && (vl.length == 0xFFFF);
-}
-
-/* Compute the union of `src_1' and `src_2' and write the result to `dst'
- * It is assumed that `dst' is distinct from both `src_1' and `src_2'. */
-void run_container_union(const run_container_t *src_1,
-                         const run_container_t *src_2, run_container_t *dst);
-
-/* Compute the union of `src_1' and `src_2' and write the result to `src_1' */
-void run_container_union_inplace(run_container_t *src_1,
-                                 const run_container_t *src_2);
-
-/* Compute the intersection of src_1 and src_2 and write the result to
- * dst. It is assumed that dst is distinct from both src_1 and src_2. */
-void run_container_intersection(const run_container_t *src_1,
-                                const run_container_t *src_2,
-                                run_container_t *dst);
-
-/* Compute the size of the intersection of src_1 and src_2 . */
-int run_container_intersection_cardinality(const run_container_t *src_1,
-                                           const run_container_t *src_2);
-
-/* Check whether src_1 and src_2 intersect. */
-bool run_container_intersect(const run_container_t *src_1,
-                                const run_container_t *src_2);
-
-/* Compute the symmetric difference of `src_1' and `src_2' and write the result
- * to `dst'
- * It is assumed that `dst' is distinct from both `src_1' and `src_2'. */
-void run_container_xor(const run_container_t *src_1,
-                       const run_container_t *src_2, run_container_t *dst);
-
-/*
- * Write out the 16-bit integers contained in this container as a list of 32-bit
- * integers using base
- * as the starting value (it might be expected that base has zeros in its 16
- * least significant bits).
- * The function returns the number of values written.
- * The caller is responsible for allocating enough memory in out.
- */
-int run_container_to_uint32_array(void *vout, const run_container_t *cont,
-                                  uint32_t base);
-
-/*
- * Print this container using printf (useful for debugging).
- */
-void run_container_printf(const run_container_t *v);
-
-/*
- * Print this container using printf as a comma-separated list of 32-bit
- * integers starting at base.
- */
-void run_container_printf_as_uint32_array(const run_container_t *v,
-                                          uint32_t base);
-
-/**
- * Return the serialized size in bytes of a container having "num_runs" runs.
- */
-static inline int32_t run_container_serialized_size_in_bytes(int32_t num_runs) {
-    return sizeof(uint16_t) +
-           sizeof(rle16_t) * num_runs;  // each run requires 2 2-byte entries.
-}
-
-bool run_container_iterate(const run_container_t *cont, uint32_t base,
-                           roaring_iterator iterator, void *ptr);
-bool run_container_iterate64(const run_container_t *cont, uint32_t base,
-                             roaring_iterator64 iterator, uint64_t high_bits,
-                             void *ptr);
-
-/**
- * Writes the underlying array to buf, outputs how many bytes were written.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes written should be run_container_size_in_bytes(container).
- */
-int32_t run_container_write(const run_container_t *container, char *buf);
-
-/**
- * Reads the instance from buf, outputs how many bytes were read.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes read should be bitset_container_size_in_bytes(container).
- * The cardinality parameter is provided for consistency with other containers,
- * but
- * it might be effectively ignored..
- */
-int32_t run_container_read(int32_t cardinality, run_container_t *container,
-                           const char *buf);
-
-/**
- * Return the serialized size in bytes of a container (see run_container_write).
- * This is meant to be compatible with the Java and Go versions of Roaring.
- */
-static inline int32_t run_container_size_in_bytes(
-    const run_container_t *container) {
-    return run_container_serialized_size_in_bytes(container->n_runs);
-}
-
-/**
- * Return true if the two containers have the same content.
- */
-bool run_container_equals(const run_container_t *container1,
-                          const run_container_t *container2);
-
-/**
-* Return true if container1 is a subset of container2.
-*/
-bool run_container_is_subset(const run_container_t *container1,
-                             const run_container_t *container2);
-
-/**
- * Used in a start-finish scan that appends segments, for XOR and NOT
- */
-
-void run_container_smart_append_exclusive(run_container_t *src,
-                                          const uint16_t start,
-                                          const uint16_t length);
-
-/**
-* The new container consists of a single run [start,stop).
-* It is required that stop>start, the caller is responsability for this check.
-* It is required that stop <= (1<<16), the caller is responsability for this check.
-* The cardinality of the created container is stop - start.
-* Returns NULL on failure
-*/
-static inline run_container_t *run_container_create_range(uint32_t start,
-                                                          uint32_t stop) {
-    run_container_t *rc = run_container_create_given_capacity(1);
-    if (rc) {
-        rle16_t r;
-        r.value = (uint16_t)start;
-        r.length = (uint16_t)(stop - start - 1);
-        run_container_append_first(rc, r);
-    }
-    return rc;
-}
-
-/**
- * If the element of given rank is in this container, supposing that the first
- * element has rank start_rank, then the function returns true and sets element
- * accordingly.
- * Otherwise, it returns false and update start_rank.
- */
-bool run_container_select(const run_container_t *container,
-                          uint32_t *start_rank, uint32_t rank,
-                          uint32_t *element);
-
-/* Compute the difference of src_1 and src_2 and write the result to
- * dst. It is assumed that dst is distinct from both src_1 and src_2. */
-
-void run_container_andnot(const run_container_t *src_1,
-                          const run_container_t *src_2, run_container_t *dst);
-
-/* Returns the smallest value (assumes not empty) */
-inline uint16_t run_container_minimum(const run_container_t *run) {
-    if (run->n_runs == 0) return 0;
-    return run->runs[0].value;
-}
-
-/* Returns the largest value (assumes not empty) */
-inline uint16_t run_container_maximum(const run_container_t *run) {
-    if (run->n_runs == 0) return 0;
-    return run->runs[run->n_runs - 1].value + run->runs[run->n_runs - 1].length;
-}
-
-/* Returns the number of values equal or smaller than x */
-int run_container_rank(const run_container_t *arr, uint16_t x);
-
-/* Returns the index of the first run containing a value at least as large as x, or -1 */
-inline int run_container_index_equalorlarger(const run_container_t *arr, uint16_t x) {
-    int32_t index = interleavedBinarySearch(arr->runs, arr->n_runs, x);
-    if (index >= 0) return index;
-    index = -index - 2;  // points to preceding run, possibly -1
-    if (index != -1) {   // possible match
-        int32_t offset = x - arr->runs[index].value;
-        int32_t le = arr->runs[index].length;
-        if (offset <= le) return index;
-    }
-    index += 1;
-    if(index  < arr->n_runs) {
-      return index;
-    }
-    return -1;
-}
-
-/*
- * Add all values in range [min, max] using hint.
- */
-static inline void run_container_add_range_nruns(run_container_t* run,
-                                                 uint32_t min, uint32_t max,
-                                                 int32_t nruns_less,
-                                                 int32_t nruns_greater) {
-    int32_t nruns_common = run->n_runs - nruns_less - nruns_greater;
-    if (nruns_common == 0) {
-        makeRoomAtIndex(run, nruns_less);
-        run->runs[nruns_less].value = min;
-        run->runs[nruns_less].length = max - min;
-    } else {
-        uint32_t common_min = run->runs[nruns_less].value;
-        uint32_t common_max = run->runs[nruns_less + nruns_common - 1].value +
-                              run->runs[nruns_less + nruns_common - 1].length;
-        uint32_t result_min = (common_min < min) ? common_min : min;
-        uint32_t result_max = (common_max > max) ? common_max : max;
-
-        run->runs[nruns_less].value = result_min;
-        run->runs[nruns_less].length = result_max - result_min;
-
-        memmove(&(run->runs[nruns_less + 1]),
-                &(run->runs[run->n_runs - nruns_greater]),
-                nruns_greater*sizeof(rle16_t));
-        run->n_runs = nruns_less + 1 + nruns_greater;
-    }
-}
-
-/**
- * Add all values in range [min, max]
- */
-static inline void run_container_add_range(run_container_t* run,
-                                           uint32_t min, uint32_t max) {
-    int32_t nruns_greater = rle16_count_greater(run->runs, run->n_runs, max);
-    int32_t nruns_less = rle16_count_less(run->runs, run->n_runs - nruns_greater, min);
-    run_container_add_range_nruns(run, min, max, nruns_less, nruns_greater);
-}
-
-/**
- * Shifts last $count elements either left (distance < 0) or right (distance > 0)
- */
-static inline void run_container_shift_tail(run_container_t* run,
-                                            int32_t count, int32_t distance) {
-    if (distance > 0) {
-        if (run->capacity < count+distance) {
-            run_container_grow(run, count+distance, true);
-        }
-    }
-    int32_t srcpos = run->n_runs - count;
-    int32_t dstpos = srcpos + distance;
-    memmove(&(run->runs[dstpos]), &(run->runs[srcpos]), sizeof(rle16_t) * count);
-    run->n_runs += distance;
-}
-
-/**
- * Remove all elements in range [min, max]
- */
-static inline void run_container_remove_range(run_container_t *run, uint32_t min, uint32_t max) {
-    int32_t first = rle16_find_run(run->runs, run->n_runs, min);
-    int32_t last = rle16_find_run(run->runs, run->n_runs, max);
-
-    if (first >= 0 && min > run->runs[first].value &&
-        max < run->runs[first].value + run->runs[first].length) {
-        // split this run into two adjacent runs
-
-        // right subinterval
-        makeRoomAtIndex(run, first+1);
-        run->runs[first+1].value = max + 1;
-        run->runs[first+1].length = (run->runs[first].value + run->runs[first].length) - (max + 1);
-
-        // left subinterval
-        run->runs[first].length = (min - 1) - run->runs[first].value;
-
-        return;
-    }
-
-    // update left-most partial run
-    if (first >= 0) {
-        if (min > run->runs[first].value) {
-            run->runs[first].length = (min - 1) - run->runs[first].value;
-            first++;
-        }
-    } else {
-        first = -first-1;
-    }
-
-    // update right-most run
-    if (last >= 0) {
-        uint16_t run_max = run->runs[last].value + run->runs[last].length;
-        if (run_max > max) {
-            run->runs[last].value = max + 1;
-            run->runs[last].length = run_max - (max + 1);
-            last--;
-        }
-    } else {
-        last = (-last-1) - 1;
-    }
-
-    // remove intermediate runs
-    if (first <= last) {
-        run_container_shift_tail(run, run->n_runs - (last+1), -(last-first+1));
-    }
-}
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif /* INCLUDE_CONTAINERS_RUN_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/run.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/convert.h */
-/*
- * convert.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_CONVERT_H_
-#define INCLUDE_CONTAINERS_CONVERT_H_
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-/* Convert an array into a bitset. The input container is not freed or modified.
- */
-bitset_container_t *bitset_container_from_array(const array_container_t *arr);
-
-/* Convert a run into a bitset. The input container is not freed or modified. */
-bitset_container_t *bitset_container_from_run(const run_container_t *arr);
-
-/* Convert a run into an array. The input container is not freed or modified. */
-array_container_t *array_container_from_run(const run_container_t *arr);
-
-/* Convert a bitset into an array. The input container is not freed or modified.
- */
-array_container_t *array_container_from_bitset(const bitset_container_t *bits);
-
-/* Convert an array into a run. The input container is not freed or modified.
- */
-run_container_t *run_container_from_array(const array_container_t *c);
-
-/* convert a run into either an array or a bitset
- * might free the container */
-void *convert_to_bitset_or_array_container(run_container_t *r, int32_t card,
-                                           uint8_t *resulttype);
-
-/* convert containers to and from runcontainers, as is most space efficient.
- * The container might be freed. */
-void *convert_run_optimize(void *c, uint8_t typecode_original,
-                           uint8_t *typecode_after);
-
-/* converts a run container to either an array or a bitset, IF it saves space.
- */
-/* If a conversion occurs, the caller is responsible to free the original
- * container and
- * he becomes reponsible to free the new one. */
-void *convert_run_to_efficient_container(run_container_t *c,
-                                         uint8_t *typecode_after);
-// like convert_run_to_efficient_container but frees the old result if needed
-void *convert_run_to_efficient_container_and_free(run_container_t *c,
-                                                  uint8_t *typecode_after);
-
-/**
- * Create new bitset container which is a union of run container and
- * range [min, max]. Caller is responsible for freeing run container.
- */
-bitset_container_t *bitset_container_from_run_range(const run_container_t *run,
-                                                    uint32_t min, uint32_t max);
-													
-													
-#ifdef __cplusplus
-}
-#endif
-
-#endif /* INCLUDE_CONTAINERS_CONVERT_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/convert.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_equal.h */
-/*
- * mixed_equal.h
- *
- */
-
-#ifndef CONTAINERS_MIXED_EQUAL_H_
-#define CONTAINERS_MIXED_EQUAL_H_
-
-
-/**
- * Return true if the two containers have the same content.
- */
-bool array_container_equal_bitset(const array_container_t* container1,
-                                  const bitset_container_t* container2);
-
-/**
- * Return true if the two containers have the same content.
- */
-bool run_container_equals_array(const run_container_t* container1,
-                                const array_container_t* container2);
-/**
- * Return true if the two containers have the same content.
- */
-bool run_container_equals_bitset(const run_container_t* container1,
-                                 const bitset_container_t* container2);
-
-#endif /* CONTAINERS_MIXED_EQUAL_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_equal.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_subset.h */
-/*
- * mixed_subset.h
- *
- */
-
-#ifndef CONTAINERS_MIXED_SUBSET_H_
-#define CONTAINERS_MIXED_SUBSET_H_
-
-
-/**
- * Return true if container1 is a subset of container2.
- */
-bool array_container_is_subset_bitset(const array_container_t* container1,
-                                      const bitset_container_t* container2);
-
-/**
-* Return true if container1 is a subset of container2.
- */
-bool run_container_is_subset_array(const run_container_t* container1,
-                                   const array_container_t* container2);
-
-/**
-* Return true if container1 is a subset of container2.
- */
-bool array_container_is_subset_run(const array_container_t* container1,
-                                   const run_container_t* container2);
-
-/**
-* Return true if container1 is a subset of container2.
- */
-bool run_container_is_subset_bitset(const run_container_t* container1,
-                                    const bitset_container_t* container2);
-
-/**
-* Return true if container1 is a subset of container2.
-*/
-bool bitset_container_is_subset_run(const bitset_container_t* container1,
-                                    const run_container_t* container2);
-
-#endif /* CONTAINERS_MIXED_SUBSET_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_subset.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_andnot.h */
-/*
- * mixed_andnot.h
- */
-#ifndef INCLUDE_CONTAINERS_MIXED_ANDNOT_H_
-#define INCLUDE_CONTAINERS_MIXED_ANDNOT_H_
-
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst, a valid array container that could be the same as dst.*/
-void array_bitset_container_andnot(const array_container_t *src_1,
-                                   const bitset_container_t *src_2,
-                                   array_container_t *dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * src_1 */
-
-void array_bitset_container_iandnot(array_container_t *src_1,
-                                    const bitset_container_t *src_2);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst, which does not initially have a valid container.
- * Return true for a bitset result; false for array
- */
-
-bool bitset_array_container_andnot(const bitset_container_t *src_1,
-                                   const array_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_array_container_iandnot(bitset_container_t *src_1,
-                                    const array_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_andnot(const run_container_t *src_1,
-                                 const bitset_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_iandnot(run_container_t *src_1,
-                                  const bitset_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset").  dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool bitset_run_container_andnot(const bitset_container_t *src_1,
-                                 const run_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_run_container_iandnot(bitset_container_t *src_1,
-                                  const run_container_t *src_2, void **dst);
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any type of container.
- */
-
-int run_array_container_andnot(const run_container_t *src_1,
-                               const array_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-int run_array_container_iandnot(run_container_t *src_1,
-                                const array_container_t *src_2, void **dst);
-
-/* dst must be a valid array container, allowed to be src_1 */
-
-void array_run_container_andnot(const array_container_t *src_1,
-                                const run_container_t *src_2,
-                                array_container_t *dst);
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-void array_run_container_iandnot(array_container_t *src_1,
-                                 const run_container_t *src_2);
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int run_run_container_andnot(const run_container_t *src_1,
-                             const run_container_t *src_2, void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-int run_run_container_iandnot(run_container_t *src_1,
-                              const run_container_t *src_2, void **dst);
-
-/*
- * dst is a valid array container and may be the same as src_1
- */
-
-void array_array_container_andnot(const array_container_t *src_1,
-                                  const array_container_t *src_2,
-                                  array_container_t *dst);
-
-/* inplace array-array andnot will always be able to reuse the space of
- * src_1 */
-void array_array_container_iandnot(array_container_t *src_1,
-                                   const array_container_t *src_2);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially). Return value is
- * "dst is a bitset"
- */
-
-bool bitset_bitset_container_andnot(const bitset_container_t *src_1,
-                                    const bitset_container_t *src_2,
-                                    void **dst);
-
-/* Compute the andnot of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_bitset_container_iandnot(bitset_container_t *src_1,
-                                     const bitset_container_t *src_2,
-                                     void **dst);
-#endif
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_andnot.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_intersection.h */
-/*
- * mixed_intersection.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_MIXED_INTERSECTION_H_
-#define INCLUDE_CONTAINERS_MIXED_INTERSECTION_H_
-
-/* These functions appear to exclude cases where the
- * inputs have the same type and the output is guaranteed
- * to have the same type as the inputs.  Eg, array intersection
- */
-
-
-/* Compute the intersection of src_1 and src_2 and write the result to
- * dst. It is allowed for dst to be equal to src_1. We assume that dst is a
- * valid container. */
-void array_bitset_container_intersection(const array_container_t *src_1,
-                                         const bitset_container_t *src_2,
-                                         array_container_t *dst);
-
-/* Compute the size of the intersection of src_1 and src_2. */
-int array_bitset_container_intersection_cardinality(
-    const array_container_t *src_1, const bitset_container_t *src_2);
-
-
-
-/* Checking whether src_1 and src_2 intersect. */
-bool array_bitset_container_intersect(const array_container_t *src_1,
-                                         const bitset_container_t *src_2);
-
-/*
- * Compute the intersection between src_1 and src_2 and write the result
- * to *dst. If the return function is true, the result is a bitset_container_t
- * otherwise is a array_container_t. We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-bool bitset_bitset_container_intersection(const bitset_container_t *src_1,
-                                          const bitset_container_t *src_2,
-                                          void **dst);
-
-/* Compute the intersection between src_1 and src_2 and write the result to
- * dst. It is allowed for dst to be equal to src_1. We assume that dst is a
- * valid container. */
-void array_run_container_intersection(const array_container_t *src_1,
-                                      const run_container_t *src_2,
-                                      array_container_t *dst);
-
-/* Compute the intersection between src_1 and src_2 and write the result to
- * *dst. If the result is true then the result is a bitset_container_t
- * otherwise is a array_container_t.
- * If *dst == src_2, then an in-place intersection is attempted
- **/
-bool run_bitset_container_intersection(const run_container_t *src_1,
-                                       const bitset_container_t *src_2,
-                                       void **dst);
-
-/* Compute the size of the intersection between src_1 and src_2 . */
-int array_run_container_intersection_cardinality(const array_container_t *src_1,
-                                                 const run_container_t *src_2);
-
-/* Compute the size of the intersection  between src_1 and src_2
- **/
-int run_bitset_container_intersection_cardinality(const run_container_t *src_1,
-                                       const bitset_container_t *src_2);
-
-
-/* Check that src_1 and src_2 intersect. */
-bool array_run_container_intersect(const array_container_t *src_1,
-                                      const run_container_t *src_2);
-
-/* Check that src_1 and src_2 intersect.
- **/
-bool run_bitset_container_intersect(const run_container_t *src_1,
-                                       const bitset_container_t *src_2);
-
-/*
- * Same as bitset_bitset_container_intersection except that if the output is to
- * be a
- * bitset_container_t, then src_1 is modified and no allocation is made.
- * If the output is to be an array_container_t, then caller is responsible
- * to free the container.
- * In all cases, the result is in *dst.
- */
-bool bitset_bitset_container_intersection_inplace(
-    bitset_container_t *src_1, const bitset_container_t *src_2, void **dst);
-
-#endif /* INCLUDE_CONTAINERS_MIXED_INTERSECTION_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_intersection.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_negation.h */
-/*
- * mixed_negation.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_MIXED_NEGATION_H_
-#define INCLUDE_CONTAINERS_MIXED_NEGATION_H_
-
-
-/* Negation across the entire range of the container.
- * Compute the  negation of src  and write the result
- * to *dst. The complement of a
- * sufficiently sparse set will always be dense and a hence a bitmap
- * We assume that dst is pre-allocated and a valid bitset container
- * There can be no in-place version.
- */
-void array_container_negation(const array_container_t *src,
-                              bitset_container_t *dst);
-
-/* Negation across the entire range of the container
- * Compute the  negation of src  and write the result
- * to *dst.  A true return value indicates a bitset result,
- * otherwise the result is an array container.
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-bool bitset_container_negation(const bitset_container_t *src, void **dst);
-
-/* inplace version */
-/*
- * Same as bitset_container_negation except that if the output is to
- * be a
- * bitset_container_t, then src is modified and no allocation is made.
- * If the output is to be an array_container_t, then caller is responsible
- * to free the container.
- * In all cases, the result is in *dst.
- */
-bool bitset_container_negation_inplace(bitset_container_t *src, void **dst);
-
-/* Negation across the entire range of container
- * Compute the  negation of src  and write the result
- * to *dst.
- * Return values are the *_TYPECODES as defined * in containers.h
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-int run_container_negation(const run_container_t *src, void **dst);
-
-/*
- * Same as run_container_negation except that if the output is to
- * be a
- * run_container_t, and has the capacity to hold the result,
- * then src is modified and no allocation is made.
- * In all cases, the result is in *dst.
- */
-int run_container_negation_inplace(run_container_t *src, void **dst);
-
-/* Negation across a range of the container.
- * Compute the  negation of src  and write the result
- * to *dst. Returns true if the result is a bitset container
- * and false for an array container.  *dst is not preallocated.
- */
-bool array_container_negation_range(const array_container_t *src,
-                                    const int range_start, const int range_end,
-                                    void **dst);
-
-/* Even when the result would fit, it is unclear how to make an
- * inplace version without inefficient copying.  Thus this routine
- * may be a wrapper for the non-in-place version
- */
-bool array_container_negation_range_inplace(array_container_t *src,
-                                            const int range_start,
-                                            const int range_end, void **dst);
-
-/* Negation across a range of the container
- * Compute the  negation of src  and write the result
- * to *dst.  A true return value indicates a bitset result,
- * otherwise the result is an array container.
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-bool bitset_container_negation_range(const bitset_container_t *src,
-                                     const int range_start, const int range_end,
-                                     void **dst);
-
-/* inplace version */
-/*
- * Same as bitset_container_negation except that if the output is to
- * be a
- * bitset_container_t, then src is modified and no allocation is made.
- * If the output is to be an array_container_t, then caller is responsible
- * to free the container.
- * In all cases, the result is in *dst.
- */
-bool bitset_container_negation_range_inplace(bitset_container_t *src,
-                                             const int range_start,
-                                             const int range_end, void **dst);
-
-/* Negation across a range of container
- * Compute the  negation of src  and write the result
- * to *dst.  Return values are the *_TYPECODES as defined * in containers.h
- *  We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-int run_container_negation_range(const run_container_t *src,
-                                 const int range_start, const int range_end,
-                                 void **dst);
-
-/*
- * Same as run_container_negation except that if the output is to
- * be a
- * run_container_t, and has the capacity to hold the result,
- * then src is modified and no allocation is made.
- * In all cases, the result is in *dst.
- */
-int run_container_negation_range_inplace(run_container_t *src,
-                                         const int range_start,
-                                         const int range_end, void **dst);
-
-#endif /* INCLUDE_CONTAINERS_MIXED_NEGATION_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_negation.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_union.h */
-/*
- * mixed_intersection.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_MIXED_UNION_H_
-#define INCLUDE_CONTAINERS_MIXED_UNION_H_
-
-/* These functions appear to exclude cases where the
- * inputs have the same type and the output is guaranteed
- * to have the same type as the inputs.  Eg, bitset unions
- */
-
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst. It is allowed for src_2 to be dst.   */
-void array_bitset_container_union(const array_container_t *src_1,
-                                  const bitset_container_t *src_2,
-                                  bitset_container_t *dst);
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst. It is allowed for src_2 to be dst.  This version does not
- * update the cardinality of dst (it is set to BITSET_UNKNOWN_CARDINALITY). */
-void array_bitset_container_lazy_union(const array_container_t *src_1,
-                                       const bitset_container_t *src_2,
-                                       bitset_container_t *dst);
-
-/*
- * Compute the union between src_1 and src_2 and write the result
- * to *dst. If the return function is true, the result is a bitset_container_t
- * otherwise is a array_container_t. We assume that dst is not pre-allocated. In
- * case of failure, *dst will be NULL.
- */
-bool array_array_container_union(const array_container_t *src_1,
-                                 const array_container_t *src_2, void **dst);
-
-/*
- * Compute the union between src_1 and src_2 and write the result
- * to *dst if it cannot be written to src_1. If the return function is true,
- * the result is a bitset_container_t
- * otherwise is a array_container_t. When the result is an array_container_t, it
- * it either written to src_1 (if *dst is null) or to *dst.
- * If the result is a bitset_container_t and *dst is null, then there was a failure.
- */
-bool array_array_container_inplace_union(array_container_t *src_1,
-                                 const array_container_t *src_2, void **dst);
-
-/*
- * Same as array_array_container_union except that it will more eagerly produce
- * a bitset.
- */
-bool array_array_container_lazy_union(const array_container_t *src_1,
-                                      const array_container_t *src_2,
-                                      void **dst);
-
-/*
- * Same as array_array_container_inplace_union except that it will more eagerly produce
- * a bitset.
- */
-bool array_array_container_lazy_inplace_union(array_container_t *src_1,
-                                      const array_container_t *src_2,
-                                      void **dst);
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst. We assume that dst is a
- * valid container. The result might need to be further converted to array or
- * bitset container,
- * the caller is responsible for the eventual conversion. */
-void array_run_container_union(const array_container_t *src_1,
-                               const run_container_t *src_2,
-                               run_container_t *dst);
-
-/* Compute the union of src_1 and src_2 and write the result to
- * src2. The result might need to be further converted to array or
- * bitset container,
- * the caller is responsible for the eventual conversion. */
-void array_run_container_inplace_union(const array_container_t *src_1,
-                                       run_container_t *src_2);
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst. It is allowed for dst to be src_2.
- * If run_container_is_full(src_1) is true, you must not be calling this
- *function.
- **/
-void run_bitset_container_union(const run_container_t *src_1,
-                                const bitset_container_t *src_2,
-                                bitset_container_t *dst);
-
-/* Compute the union of src_1 and src_2 and write the result to
- * dst. It is allowed for dst to be src_2.  This version does not
- * update the cardinality of dst (it is set to BITSET_UNKNOWN_CARDINALITY).
- * If run_container_is_full(src_1) is true, you must not be calling this
- * function.
- * */
-void run_bitset_container_lazy_union(const run_container_t *src_1,
-                                     const bitset_container_t *src_2,
-                                     bitset_container_t *dst);
-
-#endif /* INCLUDE_CONTAINERS_MIXED_UNION_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_union.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_xor.h */
-/*
- * mixed_xor.h
- *
- */
-
-#ifndef INCLUDE_CONTAINERS_MIXED_XOR_H_
-#define INCLUDE_CONTAINERS_MIXED_XOR_H_
-
-/* These functions appear to exclude cases where the
- * inputs have the same type and the output is guaranteed
- * to have the same type as the inputs.  Eg, bitset unions
- */
-
-/*
- * Java implementation (as of May 2016) for array_run, run_run
- * and  bitset_run don't do anything different for inplace.
- * (They are not truly in place.)
- */
-
-
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst (which has no container initially).
- * Result is true iff dst is a bitset  */
-bool array_bitset_container_xor(const array_container_t *src_1,
-                                const bitset_container_t *src_2, void **dst);
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst. It is allowed for src_2 to be dst.  This version does not
- * update the cardinality of dst (it is set to BITSET_UNKNOWN_CARDINALITY).
- */
-
-void array_bitset_container_lazy_xor(const array_container_t *src_1,
-                                     const bitset_container_t *src_2,
-                                     bitset_container_t *dst);
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst (which has no container initially). Return value is
- * "dst is a bitset"
- */
-
-bool bitset_bitset_container_xor(const bitset_container_t *src_1,
-                                 const bitset_container_t *src_2, void **dst);
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_xor(const run_container_t *src_1,
-                              const bitset_container_t *src_2, void **dst);
-
-/* lazy xor.  Dst is initialized and may be equal to src_2.
- *  Result is left as a bitset container, even if actual
- *  cardinality would dictate an array container.
- */
-
-void run_bitset_container_lazy_xor(const run_container_t *src_1,
-                                   const bitset_container_t *src_2,
-                                   bitset_container_t *dst);
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int array_run_container_xor(const array_container_t *src_1,
-                            const run_container_t *src_2, void **dst);
-
-/* dst does not initially have a valid container.  Creates either
- * an array or a bitset container, indicated by return code
- */
-
-bool array_array_container_xor(const array_container_t *src_1,
-                               const array_container_t *src_2, void **dst);
-
-/* dst does not initially have a valid container.  Creates either
- * an array or a bitset container, indicated by return code.
- * A bitset container will not have a valid cardinality and the
- * container type might not be correct for the actual cardinality
- */
-
-bool array_array_container_lazy_xor(const array_container_t *src_1,
-                                    const array_container_t *src_2, void **dst);
-
-/* Dst is a valid run container. (Can it be src_2? Let's say not.)
- * Leaves result as run container, even if other options are
- * smaller.
- */
-
-void array_run_container_lazy_xor(const array_container_t *src_1,
-                                  const run_container_t *src_2,
-                                  run_container_t *dst);
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int run_run_container_xor(const run_container_t *src_1,
-                          const run_container_t *src_2, void **dst);
-
-/* INPLACE versions (initial implementation may not exploit all inplace
- * opportunities (if any...)
- */
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst (which has no container initially).  It will modify src_1
- * to be dst if the result is a bitset.  Otherwise, it will
- * free src_1 and dst will be a new array container.  In both
- * cases, the caller is responsible for deallocating dst.
- * Returns true iff dst is a bitset  */
-
-bool bitset_array_container_ixor(bitset_container_t *src_1,
-                                 const array_container_t *src_2, void **dst);
-
-bool bitset_bitset_container_ixor(bitset_container_t *src_1,
-                                  const bitset_container_t *src_2, void **dst);
-
-bool array_bitset_container_ixor(array_container_t *src_1,
-                                 const bitset_container_t *src_2, void **dst);
-
-/* Compute the xor of src_1 and src_2 and write the result to
- * dst. Result may be either a bitset or an array container
- * (returns "result is bitset"). dst does not initially have
- * any container, but becomes either a bitset container (return
- * result true) or an array container.
- */
-
-bool run_bitset_container_ixor(run_container_t *src_1,
-                               const bitset_container_t *src_2, void **dst);
-
-bool bitset_run_container_ixor(bitset_container_t *src_1,
-                               const run_container_t *src_2, void **dst);
-
-/* dst does not indicate a valid container initially.  Eventually it
- * can become any kind of container.
- */
-
-int array_run_container_ixor(array_container_t *src_1,
-                             const run_container_t *src_2, void **dst);
-
-int run_array_container_ixor(run_container_t *src_1,
-                             const array_container_t *src_2, void **dst);
-
-bool array_array_container_ixor(array_container_t *src_1,
-                                const array_container_t *src_2, void **dst);
-
-int run_run_container_ixor(run_container_t *src_1, const run_container_t *src_2,
-                           void **dst);
-#endif
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/mixed_xor.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/containers.h */
-#ifndef CONTAINERS_CONTAINERS_H
-#define CONTAINERS_CONTAINERS_H
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-#include <assert.h>
-#include <stdbool.h>
-#include <stdio.h>
-
-
-// would enum be possible or better?
-
-/**
- * The switch case statements follow
- * BITSET_CONTAINER_TYPE_CODE -- ARRAY_CONTAINER_TYPE_CODE --
- * RUN_CONTAINER_TYPE_CODE
- * so it makes more sense to number them 1, 2, 3 (in the vague hope that the
- * compiler might exploit this ordering).
- */
-
-#define BITSET_CONTAINER_TYPE_CODE 1
-#define ARRAY_CONTAINER_TYPE_CODE 2
-#define RUN_CONTAINER_TYPE_CODE 3
-#define SHARED_CONTAINER_TYPE_CODE 4
-
-// macro for pairing container type codes
-#define CONTAINER_PAIR(c1, c2) (4 * (c1) + (c2))
-
-/**
- * A shared container is a wrapper around a container
- * with reference counting.
- */
-
-struct shared_container_s {
-    void *container;
-    uint8_t typecode;
-    uint32_t counter;  // to be managed atomically
-};
-
-typedef struct shared_container_s shared_container_t;
-
-/*
- * With copy_on_write = true
- *  Create a new shared container if the typecode is not SHARED_CONTAINER_TYPE,
- * otherwise, increase the count
- * If copy_on_write = false, then clone.
- * Return NULL in case of failure.
- **/
-void *get_copy_of_container(void *container, uint8_t *typecode,
-                            bool copy_on_write);
-
-/* Frees a shared container (actually decrement its counter and only frees when
- * the counter falls to zero). */
-void shared_container_free(shared_container_t *container);
-
-/* extract a copy from the shared container, freeing the shared container if
-there is just one instance left,
-clone instances when the counter is higher than one
-*/
-void *shared_container_extract_copy(shared_container_t *container,
-                                    uint8_t *typecode);
-
-/* access to container underneath */
-inline const void *container_unwrap_shared(
-    const void *candidate_shared_container, uint8_t *type) {
-    if (*type == SHARED_CONTAINER_TYPE_CODE) {
-        *type =
-            ((const shared_container_t *)candidate_shared_container)->typecode;
-        assert(*type != SHARED_CONTAINER_TYPE_CODE);
-        return ((const shared_container_t *)candidate_shared_container)->container;
-    } else {
-        return candidate_shared_container;
-    }
-}
-
-
-/* access to container underneath */
-inline void *container_mutable_unwrap_shared(
-    void *candidate_shared_container, uint8_t *type) {
-    if (*type == SHARED_CONTAINER_TYPE_CODE) {
-        *type =
-            ((shared_container_t *)candidate_shared_container)->typecode;
-        assert(*type != SHARED_CONTAINER_TYPE_CODE);
-        return ((shared_container_t *)candidate_shared_container)->container;
-    } else {
-        return candidate_shared_container;
-    }
-}
-
-/* access to container underneath and queries its type */
-static inline uint8_t get_container_type(const void *container, uint8_t type) {
-    if (type == SHARED_CONTAINER_TYPE_CODE) {
-        return ((const shared_container_t *)container)->typecode;
-    } else {
-        return type;
-    }
-}
-
-/**
- * Copies a container, requires a typecode. This allocates new memory, caller
- * is responsible for deallocation. If the container is not shared, then it is
- * physically cloned. Sharable containers are not cloneable.
- */
-void *container_clone(const void *container, uint8_t typecode);
-
-/* access to container underneath, cloning it if needed */
-static inline void *get_writable_copy_if_shared(
-    void *candidate_shared_container, uint8_t *type) {
-    if (*type == SHARED_CONTAINER_TYPE_CODE) {
-        return shared_container_extract_copy(
-            (shared_container_t *)candidate_shared_container, type);
-    } else {
-        return candidate_shared_container;
-    }
-}
-
-/**
- * End of shared container code
- */
-
-static const char *container_names[] = {"bitset", "array", "run", "shared"};
-static const char *shared_container_names[] = {
-    "bitset (shared)", "array (shared)", "run (shared)"};
-
-// no matter what the initial container was, convert it to a bitset
-// if a new container is produced, caller responsible for freeing the previous
-// one
-// container should not be a shared container
-static inline void *container_to_bitset(void *container, uint8_t typecode) {
-    bitset_container_t *result = NULL;
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return container;  // nothing to do
-        case ARRAY_CONTAINER_TYPE_CODE:
-            result =
-                bitset_container_from_array((array_container_t *)container);
-            return result;
-        case RUN_CONTAINER_TYPE_CODE:
-            result = bitset_container_from_run((run_container_t *)container);
-            return result;
-        case SHARED_CONTAINER_TYPE_CODE:
-            assert(false);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-/**
- * Get the container name from the typecode
- */
-static inline const char *get_container_name(uint8_t typecode) {
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return container_names[0];
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return container_names[1];
-        case RUN_CONTAINER_TYPE_CODE:
-            return container_names[2];
-        case SHARED_CONTAINER_TYPE_CODE:
-            return container_names[3];
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return "unknown";
-    }
-}
-
-static inline const char *get_full_container_name(const void *container,
-                                                  uint8_t typecode) {
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return container_names[0];
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return container_names[1];
-        case RUN_CONTAINER_TYPE_CODE:
-            return container_names[2];
-        case SHARED_CONTAINER_TYPE_CODE:
-            switch (((const shared_container_t *)container)->typecode) {
-                case BITSET_CONTAINER_TYPE_CODE:
-                    return shared_container_names[0];
-                case ARRAY_CONTAINER_TYPE_CODE:
-                    return shared_container_names[1];
-                case RUN_CONTAINER_TYPE_CODE:
-                    return shared_container_names[2];
-                default:
-                    assert(false);
-                    __builtin_unreachable();
-                    return "unknown";
-            }
-            break;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return "unknown";
-    }
-    __builtin_unreachable();
-    return NULL;
-}
-
-/**
- * Get the container cardinality (number of elements), requires a  typecode
- */
-static inline int container_get_cardinality(const void *container,
-                                            uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_cardinality(
-                (const bitset_container_t *)container);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_cardinality(
-                (const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_cardinality(
-                (const run_container_t *)container);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-
-
-// returns true if a container is known to be full. Note that a lazy bitset
-// container
-// might be full without us knowing
-static inline bool container_is_full(const void *container, uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_cardinality(
-                       (const bitset_container_t *)container) == (1 << 16);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_cardinality(
-                       (const array_container_t *)container) == (1 << 16);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_is_full((const run_container_t *)container);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-static inline int container_shrink_to_fit(void *container, uint8_t typecode) {
-    container = container_mutable_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return 0;  // no shrinking possible
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_shrink_to_fit(
-                (array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_shrink_to_fit((run_container_t *)container);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-
-/**
- * make a container with a run of ones
- */
-/* initially always use a run container, even if an array might be
- * marginally
- * smaller */
-static inline void *container_range_of_ones(uint32_t range_start,
-                                            uint32_t range_end,
-                                            uint8_t *result_type) {
-    assert(range_end >= range_start);
-    uint64_t cardinality =  range_end - range_start + 1;
-    if(cardinality <= 2) {
-      *result_type = ARRAY_CONTAINER_TYPE_CODE;
-      return array_container_create_range(range_start, range_end);
-    } else {
-      *result_type = RUN_CONTAINER_TYPE_CODE;
-      return run_container_create_range(range_start, range_end);
-    }
-}
-
-
-/*  Create a container with all the values between in [min,max) at a
-    distance k*step from min. */
-static inline void *container_from_range(uint8_t *type, uint32_t min,
-                                         uint32_t max, uint16_t step) {
-    if (step == 0) return NULL;  // being paranoid
-    if (step == 1) {
-        return container_range_of_ones(min,max,type);
-        // Note: the result is not always a run (need to check the cardinality)
-        //*type = RUN_CONTAINER_TYPE_CODE;
-        //return run_container_create_range(min, max);
-    }
-    int size = (max - min + step - 1) / step;
-    if (size <= DEFAULT_MAX_SIZE) {  // array container
-        *type = ARRAY_CONTAINER_TYPE_CODE;
-        array_container_t *array = array_container_create_given_capacity(size);
-        array_container_add_from_range(array, min, max, step);
-        assert(array->cardinality == size);
-        return array;
-    } else {  // bitset container
-        *type = BITSET_CONTAINER_TYPE_CODE;
-        bitset_container_t *bitset = bitset_container_create();
-        bitset_container_add_from_range(bitset, min, max, step);
-        assert(bitset->cardinality == size);
-        return bitset;
-    }
-}
-
-/**
- * "repair" the container after lazy operations.
- */
-static inline void *container_repair_after_lazy(void *container,
-                                                uint8_t *typecode) {
-    container = get_writable_copy_if_shared(
-        container, typecode);  // TODO: this introduces unnecessary cloning
-    void *result = NULL;
-    switch (*typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            ((bitset_container_t *)container)->cardinality =
-                bitset_container_compute_cardinality(
-                    (bitset_container_t *)container);
-            if (((bitset_container_t *)container)->cardinality <=
-                DEFAULT_MAX_SIZE) {
-                result = array_container_from_bitset(
-                    (const bitset_container_t *)container);
-                bitset_container_free((bitset_container_t *)container);
-                *typecode = ARRAY_CONTAINER_TYPE_CODE;
-                return result;
-            }
-            return container;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return container;  // nothing to do
-        case RUN_CONTAINER_TYPE_CODE:
-            return convert_run_to_efficient_container_and_free(
-                (run_container_t *)container, typecode);
-        case SHARED_CONTAINER_TYPE_CODE:
-            assert(false);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-/**
- * Writes the underlying array to buf, outputs how many bytes were written.
- * This is meant to be byte-by-byte compatible with the Java and Go versions of
- * Roaring.
- * The number of bytes written should be
- * container_write(container, buf).
- *
- */
-static inline int32_t container_write(const void *container, uint8_t typecode,
-                                      char *buf) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_write((const bitset_container_t *)container, buf);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_write((const array_container_t *)container, buf);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_write((const run_container_t *)container, buf);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-/**
- * Get the container size in bytes under portable serialization (see
- * container_write), requires a
- * typecode
- */
-static inline int32_t container_size_in_bytes(const void *container,
-                                              uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_size_in_bytes(
-                (const bitset_container_t *)container);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_size_in_bytes(
-                (const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_size_in_bytes((const run_container_t *)container);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-/**
- * print the container (useful for debugging), requires a  typecode
- */
-void container_printf(const void *container, uint8_t typecode);
-
-/**
- * print the content of the container as a comma-separated list of 32-bit values
- * starting at base, requires a  typecode
- */
-void container_printf_as_uint32_array(const void *container, uint8_t typecode,
-                                      uint32_t base);
-
-/**
- * Checks whether a container is not empty, requires a  typecode
- */
-static inline bool container_nonzero_cardinality(const void *container,
-                                                 uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_const_nonzero_cardinality(
-                (const bitset_container_t *)container);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_nonzero_cardinality(
-                (const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_nonzero_cardinality(
-                (const run_container_t *)container);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-/**
- * Recover memory from a container, requires a  typecode
- */
-void container_free(void *container, uint8_t typecode);
-
-/**
- * Convert a container to an array of values, requires a  typecode as well as a
- * "base" (most significant values)
- * Returns number of ints added.
- */
-static inline int container_to_uint32_array(uint32_t *output,
-                                            const void *container,
-                                            uint8_t typecode, uint32_t base) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_to_uint32_array(
-                output, (const bitset_container_t *)container, base);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_to_uint32_array(
-                output, (const array_container_t *)container, base);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_to_uint32_array(
-                output, (const run_container_t *)container, base);
-    }
-    assert(false);
-    __builtin_unreachable();
-    return 0;  // unreached
-}
-
-/**
- * Add a value to a container, requires a  typecode, fills in new_typecode and
- * return (possibly different) container.
- * This function may allocate a new container, and caller is responsible for
- * memory deallocation
- */
-static inline void *container_add(void *container, uint16_t val,
-                                  uint8_t typecode, uint8_t *new_typecode) {
-    container = get_writable_copy_if_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            bitset_container_set((bitset_container_t *)container, val);
-            *new_typecode = BITSET_CONTAINER_TYPE_CODE;
-            return container;
-        case ARRAY_CONTAINER_TYPE_CODE: {
-            array_container_t *ac = (array_container_t *)container;
-            if (array_container_try_add(ac, val, DEFAULT_MAX_SIZE) != -1) {
-                *new_typecode = ARRAY_CONTAINER_TYPE_CODE;
-                return ac;
-            } else {
-                bitset_container_t* bitset = bitset_container_from_array(ac);
-                bitset_container_add(bitset, val);
-                *new_typecode = BITSET_CONTAINER_TYPE_CODE;
-                return bitset;
-            }
-        } break;
-        case RUN_CONTAINER_TYPE_CODE:
-            // per Java, no container type adjustments are done (revisit?)
-            run_container_add((run_container_t *)container, val);
-            *new_typecode = RUN_CONTAINER_TYPE_CODE;
-            return container;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Remove a value from a container, requires a  typecode, fills in new_typecode
- * and
- * return (possibly different) container.
- * This function may allocate a new container, and caller is responsible for
- * memory deallocation
- */
-static inline void *container_remove(void *container, uint16_t val,
-                                     uint8_t typecode, uint8_t *new_typecode) {
-    container = get_writable_copy_if_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            if (bitset_container_remove((bitset_container_t *)container, val)) {
-                if (bitset_container_cardinality(
-                        (bitset_container_t *)container) <= DEFAULT_MAX_SIZE) {
-                    *new_typecode = ARRAY_CONTAINER_TYPE_CODE;
-                    return array_container_from_bitset(
-                        (bitset_container_t *)container);
-                }
-            }
-            *new_typecode = typecode;
-            return container;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            *new_typecode = typecode;
-            array_container_remove((array_container_t *)container, val);
-            return container;
-        case RUN_CONTAINER_TYPE_CODE:
-            // per Java, no container type adjustments are done (revisit?)
-            run_container_remove((run_container_t *)container, val);
-            *new_typecode = RUN_CONTAINER_TYPE_CODE;
-            return container;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Check whether a value is in a container, requires a  typecode
- */
-inline bool container_contains(const void *container, uint16_t val,
-                               uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_get((const bitset_container_t *)container,
-                                        val);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_contains(
-                (const array_container_t *)container, val);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_contains((const run_container_t *)container,
-                                          val);
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return false;
-    }
-}
-
-/**
- * Check whether a range of values from range_start (included) to range_end (excluded)
- * is in a container, requires a typecode
- */
-static inline bool container_contains_range(const void *container, uint32_t range_start,
-					uint32_t range_end, uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_get_range((const bitset_container_t *)container,
-                                                range_start, range_end);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_contains_range((const array_container_t *)container,
-                                                    range_start, range_end);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_contains_range((const run_container_t *)container,
-                                                    range_start, range_end);
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return false;
-    }
-}
-
-int32_t container_serialize(const void *container, uint8_t typecode,
-                            char *buf) WARN_UNUSED;
-
-uint32_t container_serialization_len(const void *container, uint8_t typecode);
-
-void *container_deserialize(uint8_t typecode, const char *buf, size_t buf_len);
-
-/**
- * Returns true if the two containers have the same content. Note that
- * two containers having different types can be "equal" in this sense.
- */
-static inline bool container_equals(const void *c1, uint8_t type1,
-                                    const void *c2, uint8_t type2) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return bitset_container_equals((const bitset_container_t *)c1,
-                                           (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            return run_container_equals_bitset((const run_container_t *)c2,
-                                               (const bitset_container_t *)c1);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return run_container_equals_bitset((const run_container_t *)c1,
-                                               (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            // java would always return false?
-            return array_container_equal_bitset((const array_container_t *)c2,
-                                                (const bitset_container_t *)c1);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            // java would always return false?
-            return array_container_equal_bitset((const array_container_t *)c1,
-                                                (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return run_container_equals_array((const run_container_t *)c2,
-                                              (const array_container_t *)c1);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            return run_container_equals_array((const run_container_t *)c1,
-                                              (const array_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return array_container_equals((const array_container_t *)c1,
-                                          (const array_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return run_container_equals((const run_container_t *)c1,
-                                        (const run_container_t *)c2);
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return false;
-    }
-}
-
-/**
- * Returns true if the container c1 is a subset of the container c2. Note that
- * c1 can be a subset of c2 even if they have a different type.
- */
-static inline bool container_is_subset(const void *c1, uint8_t type1,
-                                       const void *c2, uint8_t type2) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return bitset_container_is_subset((const bitset_container_t *)c1,
-                                              (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            return bitset_container_is_subset_run((const bitset_container_t *)c1,
-                                                  (const run_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return run_container_is_subset_bitset((const run_container_t *)c1,
-                                                  (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return false;  // by construction, size(c1) > size(c2)
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return array_container_is_subset_bitset((const array_container_t *)c1,
-                                                    (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return array_container_is_subset_run((const array_container_t *)c1,
-                                                 (const run_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            return run_container_is_subset_array((const run_container_t *)c1,
-                                                 (const array_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return array_container_is_subset((const array_container_t *)c1,
-                                             (const array_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return run_container_is_subset((const run_container_t *)c1,
-                                           (const run_container_t *)c2);
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return false;
-    }
-}
-
-// macro-izations possibilities for generic non-inplace binary-op dispatch
-
-/**
- * Compute intersection between two containers, generate a new container (having
- * type result_type), requires a typecode. This allocates new memory, caller
- * is responsible for deallocation.
- */
-static inline void *container_and(const void *c1, uint8_t type1, const void *c2,
-                                  uint8_t type2, uint8_t *result_type) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = bitset_bitset_container_intersection(
-                               (const bitset_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            array_container_intersection((const array_container_t *)c1,
-                                         (const array_container_t *)c2,
-                                         (array_container_t *)result);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            run_container_intersection((const run_container_t *)c1,
-                                       (const run_container_t *)c2,
-                                       (run_container_t *)result);
-            return convert_run_to_efficient_container_and_free(
-                (run_container_t *)result, result_type);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            array_bitset_container_intersection((const array_container_t *)c2,
-                                                (const bitset_container_t *)c1,
-                                                (array_container_t *)result);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            array_bitset_container_intersection((const array_container_t *)c1,
-                                                (const bitset_container_t *)c2,
-                                                (array_container_t *)result);
-            return result;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            *result_type = run_bitset_container_intersection(
-                               (const run_container_t *)c2,
-                               (const bitset_container_t *)c1, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = run_bitset_container_intersection(
-                               (const run_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            array_run_container_intersection((const array_container_t *)c1,
-                                             (const run_container_t *)c2,
-                                             (array_container_t *)result);
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            array_run_container_intersection((const array_container_t *)c2,
-                                             (const run_container_t *)c1,
-                                             (array_container_t *)result);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Compute the size of the intersection between two containers.
- */
-static inline int container_and_cardinality(const void *c1, uint8_t type1,
-                                            const void *c2, uint8_t type2) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return bitset_container_and_justcard(
-                (const bitset_container_t *)c1, (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return array_container_intersection_cardinality(
-                (const array_container_t *)c1, (const array_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return run_container_intersection_cardinality(
-                (const run_container_t *)c1, (const run_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return array_bitset_container_intersection_cardinality(
-                (const array_container_t *)c2, (const bitset_container_t *)c1);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return array_bitset_container_intersection_cardinality(
-                (const array_container_t *)c1, (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            return run_bitset_container_intersection_cardinality(
-                (const run_container_t *)c2, (const bitset_container_t *)c1);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return run_bitset_container_intersection_cardinality(
-                (const run_container_t *)c1, (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return array_run_container_intersection_cardinality(
-                (const array_container_t *)c1, (const run_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            return array_run_container_intersection_cardinality(
-                (const array_container_t *)c2, (const run_container_t *)c1);
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return 0;
-    }
-}
-
-/**
- * Check whether two containers intersect.
- */
-static inline bool container_intersect(const void *c1, uint8_t type1, const void *c2,
-                                  uint8_t type2) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return bitset_container_intersect(
-                               (const bitset_container_t *)c1,
-                               (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return array_container_intersect((const array_container_t *)c1,
-                                         (const array_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return run_container_intersect((const run_container_t *)c1,
-                                       (const run_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            return array_bitset_container_intersect((const array_container_t *)c2,
-                                                (const bitset_container_t *)c1);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return array_bitset_container_intersect((const array_container_t *)c1,
-                                                (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            return run_bitset_container_intersect(
-                               (const run_container_t *)c2,
-                               (const bitset_container_t *)c1);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            return run_bitset_container_intersect(
-                               (const run_container_t *)c1,
-                               (const bitset_container_t *)c2);
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            return array_run_container_intersect((const array_container_t *)c1,
-                                             (const run_container_t *)c2);
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            return array_run_container_intersect((const array_container_t *)c2,
-                                             (const run_container_t *)c1);
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return 0;
-    }
-}
-
-/**
- * Compute intersection between two containers, with result in the first
- container if possible. If the returned pointer is identical to c1,
- then the container has been modified. If the returned pointer is different
- from c1, then a new container has been created and the caller is responsible
- for freeing it.
- The type of the first container may change. Returns the modified
- (and possibly new) container.
-*/
-static inline void *container_iand(void *c1, uint8_t type1, const void *c2,
-                                   uint8_t type2, uint8_t *result_type) {
-    c1 = get_writable_copy_if_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type =
-                bitset_bitset_container_intersection_inplace(
-                    (bitset_container_t *)c1, (const bitset_container_t *)c2, &result)
-                    ? BITSET_CONTAINER_TYPE_CODE
-                    : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            array_container_intersection_inplace((array_container_t *)c1,
-                                                 (const array_container_t *)c2);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-            return c1;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            run_container_intersection((const run_container_t *)c1,
-                                       (const run_container_t *)c2,
-                                       (run_container_t *)result);
-            // as of January 2016, Java code used non-in-place intersection for
-            // two runcontainers
-            return convert_run_to_efficient_container_and_free(
-                (run_container_t *)result, result_type);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            // c1 is a bitmap so no inplace possible
-            result = array_container_create();
-            array_bitset_container_intersection((const array_container_t *)c2,
-                                                (const bitset_container_t *)c1,
-                                                (array_container_t *)result);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            array_bitset_container_intersection(
-                (const array_container_t *)c1, (const bitset_container_t *)c2,
-                (array_container_t *)c1);  // allowed
-            return c1;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            // will attempt in-place computation
-            *result_type = run_bitset_container_intersection(
-                               (const run_container_t *)c2,
-                               (const bitset_container_t *)c1, &c1)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return c1;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = run_bitset_container_intersection(
-                               (const run_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            array_run_container_intersection((const array_container_t *)c1,
-                                             (const run_container_t *)c2,
-                                             (array_container_t *)result);
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;  // never bitset
-            array_run_container_intersection((const array_container_t *)c2,
-                                             (const run_container_t *)c1,
-                                             (array_container_t *)result);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Compute union between two containers, generate a new container (having type
- * result_type), requires a typecode. This allocates new memory, caller
- * is responsible for deallocation.
- */
-static inline void *container_or(const void *c1, uint8_t type1, const void *c2,
-                                 uint8_t type2, uint8_t *result_type) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            bitset_container_or((const bitset_container_t *)c1,
-                                (const bitset_container_t *)c2,
-                                (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_union(
-                               (const array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            run_container_union((const run_container_t *)c1,
-                                (const run_container_t *)c2,
-                                (run_container_t *)result);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // todo: could be optimized since will never convert to array
-            result = convert_run_to_efficient_container_and_free(
-                (run_container_t *)result, (uint8_t *)result_type);
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            array_bitset_container_union((const array_container_t *)c2,
-                                         (const bitset_container_t *)c1,
-                                         (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            array_bitset_container_union((const array_container_t *)c1,
-                                         (const bitset_container_t *)c2,
-                                         (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = run_container_create();
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                run_container_copy((const run_container_t *)c2,
-                                   (run_container_t *)result);
-                return result;
-            }
-            result = bitset_container_create();
-            run_bitset_container_union((const run_container_t *)c2,
-                                       (const bitset_container_t *)c1,
-                                       (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c1)) {
-                result = run_container_create();
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                run_container_copy((const run_container_t *)c1,
-                                   (run_container_t *)result);
-                return result;
-            }
-            result = bitset_container_create();
-            run_bitset_container_union((const run_container_t *)c1,
-                                       (const bitset_container_t *)c2,
-                                       (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_union((const array_container_t *)c1,
-                                      (const run_container_t *)c2,
-                                      (run_container_t *)result);
-            result = convert_run_to_efficient_container_and_free(
-                (run_container_t *)result, (uint8_t *)result_type);
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_union((const array_container_t *)c2,
-                                      (const run_container_t *)c1,
-                                      (run_container_t *)result);
-            result = convert_run_to_efficient_container_and_free(
-                (run_container_t *)result, (uint8_t *)result_type);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;  // unreached
-    }
-}
-
-/**
- * Compute union between two containers, generate a new container (having type
- * result_type), requires a typecode. This allocates new memory, caller
- * is responsible for deallocation.
- *
- * This lazy version delays some operations such as the maintenance of the
- * cardinality. It requires repair later on the generated containers.
- */
-static inline void *container_lazy_or(const void *c1, uint8_t type1,
-                                      const void *c2, uint8_t type2,
-                                      uint8_t *result_type) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            bitset_container_or_nocard(
-                (const bitset_container_t *)c1, (const bitset_container_t *)c2,
-                (bitset_container_t *)result);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_lazy_union(
-                               (const array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            run_container_union((const run_container_t *)c1,
-                                (const run_container_t *)c2,
-                                (run_container_t *)result);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // we are being lazy
-            result = convert_run_to_efficient_container(
-                (run_container_t *)result, result_type);
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            array_bitset_container_lazy_union(
-                (const array_container_t *)c2, (const bitset_container_t *)c1,
-                (bitset_container_t *)result);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            array_bitset_container_lazy_union(
-                (const array_container_t *)c1, (const bitset_container_t *)c2,
-                (bitset_container_t *)result);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = run_container_create();
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                run_container_copy((const run_container_t *)c2,
-                                   (run_container_t *)result);
-                return result;
-            }
-            result = bitset_container_create();
-            run_bitset_container_lazy_union(
-                (const run_container_t *)c2, (const bitset_container_t *)c1,
-                (bitset_container_t *)result);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c1)) {
-                result = run_container_create();
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                run_container_copy((const run_container_t *)c1,
-                                   (run_container_t *)result);
-                return result;
-            }
-            result = bitset_container_create();
-            run_bitset_container_lazy_union(
-                (const run_container_t *)c1, (const bitset_container_t *)c2,
-                (bitset_container_t *)result);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_union((const array_container_t *)c1,
-                                      (const run_container_t *)c2,
-                                      (run_container_t *)result);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // next line skipped since we are lazy
-            // result = convert_run_to_efficient_container(result, result_type);
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_union(
-                (const array_container_t *)c2, (const run_container_t *)c1,
-                (run_container_t *)result);  // TODO make lazy
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // next line skipped since we are lazy
-            // result = convert_run_to_efficient_container(result, result_type);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;  // unreached
-    }
-}
-
-/**
- * Compute the union between two containers, with result in the first container.
- * If the returned pointer is identical to c1, then the container has been
- * modified.
- * If the returned pointer is different from c1, then a new container has been
- * created and the caller is responsible for freeing it.
- * The type of the first container may change. Returns the modified
- * (and possibly new) container
-*/
-static inline void *container_ior(void *c1, uint8_t type1, const void *c2,
-                                  uint8_t type2, uint8_t *result_type) {
-    c1 = get_writable_copy_if_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            bitset_container_or((const bitset_container_t *)c1,
-                                (const bitset_container_t *)c2,
-                                (bitset_container_t *)c1);
-#ifdef OR_BITSET_CONVERSION_TO_FULL
-            if (((bitset_container_t *)c1)->cardinality ==
-                (1 << 16)) {  // we convert
-                result = run_container_create_range(0, (1 << 16));
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return result;
-            }
-#endif
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return c1;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_inplace_union(
-                               (array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            if((result == NULL)
-               && (*result_type == ARRAY_CONTAINER_TYPE_CODE)) {
-                 return c1; // the computation was done in-place!
-            }
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            run_container_union_inplace((run_container_t *)c1,
-                                        (const run_container_t *)c2);
-            return convert_run_to_efficient_container((run_container_t *)c1,
-                                                      result_type);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            array_bitset_container_union((const array_container_t *)c2,
-                                         (const bitset_container_t *)c1,
-                                         (bitset_container_t *)c1);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;  // never array
-            return c1;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            // c1 is an array, so no in-place possible
-            result = bitset_container_create();
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            array_bitset_container_union((const array_container_t *)c1,
-                                         (const bitset_container_t *)c2,
-                                         (bitset_container_t *)result);
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = run_container_create();
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                run_container_copy((const run_container_t *)c2,
-                                   (run_container_t *)result);
-                return result;
-            }
-            run_bitset_container_union((const run_container_t *)c2,
-                                       (const bitset_container_t *)c1,
-                                       (bitset_container_t *)c1);  // allowed
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return c1;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c1)) {
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-
-                return c1;
-            }
-            result = bitset_container_create();
-            run_bitset_container_union((const run_container_t *)c1,
-                                       (const bitset_container_t *)c2,
-                                       (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_union((const array_container_t *)c1,
-                                      (const run_container_t *)c2,
-                                      (run_container_t *)result);
-            result = convert_run_to_efficient_container_and_free(
-                (run_container_t *)result, result_type);
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            array_run_container_inplace_union((const array_container_t *)c2,
-                                              (run_container_t *)c1);
-            c1 = convert_run_to_efficient_container((run_container_t *)c1,
-                                                    result_type);
-            return c1;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Compute the union between two containers, with result in the first container.
- * If the returned pointer is identical to c1, then the container has been
- * modified.
- * If the returned pointer is different from c1, then a new container has been
- * created and the caller is responsible for freeing it.
- * The type of the first container may change. Returns the modified
- * (and possibly new) container
- *
- * This lazy version delays some operations such as the maintenance of the
- * cardinality. It requires repair later on the generated containers.
-*/
-static inline void *container_lazy_ior(void *c1, uint8_t type1, const void *c2,
-                                       uint8_t type2, uint8_t *result_type) {
-    assert(type1 != SHARED_CONTAINER_TYPE_CODE);
-    // c1 = get_writable_copy_if_shared(c1,&type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-#ifdef LAZY_OR_BITSET_CONVERSION_TO_FULL
-            // if we have two bitsets, we might as well compute the cardinality
-            bitset_container_or((const bitset_container_t *)c1,
-                                (const bitset_container_t *)c2,
-                                (bitset_container_t *)c1);
-            // it is possible that two bitsets can lead to a full container
-            if (((bitset_container_t *)c1)->cardinality ==
-                (1 << 16)) {  // we convert
-                result = run_container_create_range(0, (1 << 16));
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return result;
-            }
-#else
-            bitset_container_or_nocard((const bitset_container_t *)c1,
-                                       (const bitset_container_t *)c2,
-                                       (bitset_container_t *)c1);
-
-#endif
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return c1;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_lazy_inplace_union(
-                               (array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            if((result == NULL)
-               && (*result_type == ARRAY_CONTAINER_TYPE_CODE)) {
-                 return c1; // the computation was done in-place!
-            }
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            run_container_union_inplace((run_container_t *)c1,
-                                        (const run_container_t *)c2);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            return convert_run_to_efficient_container((run_container_t *)c1,
-                                                      result_type);
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            array_bitset_container_lazy_union(
-                (const array_container_t *)c2, (const bitset_container_t *)c1,
-                (bitset_container_t *)c1);              // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;  // never array
-            return c1;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            // c1 is an array, so no in-place possible
-            result = bitset_container_create();
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            array_bitset_container_lazy_union(
-                (const array_container_t *)c1, (const bitset_container_t *)c2,
-                (bitset_container_t *)result);  // is lazy
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = run_container_create();
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                run_container_copy((const run_container_t *)c2,
-                                   (run_container_t *)result);
-                return result;
-            }
-            run_bitset_container_lazy_union(
-                (const run_container_t *)c2, (const bitset_container_t *)c1,
-                (bitset_container_t *)c1);  // allowed //  lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return c1;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c1)) {
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return c1;
-            }
-            result = bitset_container_create();
-            run_bitset_container_lazy_union(
-                (const run_container_t *)c1, (const bitset_container_t *)c2,
-                (bitset_container_t *)result);  //  lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_union((const array_container_t *)c1,
-                                      (const run_container_t *)c2,
-                                      (run_container_t *)result);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // next line skipped since we are lazy
-            // result = convert_run_to_efficient_container_and_free(result,
-            // result_type);
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            array_run_container_inplace_union((const array_container_t *)c2,
-                                              (run_container_t *)c1);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // next line skipped since we are lazy
-            // result = convert_run_to_efficient_container_and_free(result,
-            // result_type);
-            return c1;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Compute symmetric difference (xor) between two containers, generate a new
- * container (having type result_type), requires a typecode. This allocates new
- * memory, caller is responsible for deallocation.
- */
-static inline void *container_xor(const void *c1, uint8_t type1, const void *c2,
-                                  uint8_t type2, uint8_t *result_type) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = bitset_bitset_container_xor(
-                               (const bitset_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_xor(
-                               (const array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            *result_type =
-                run_run_container_xor((const run_container_t *)c1,
-                                      (const run_container_t *)c2, &result);
-            return result;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_bitset_container_xor(
-                               (const array_container_t *)c2,
-                               (const bitset_container_t *)c1, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = array_bitset_container_xor(
-                               (const array_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            *result_type = run_bitset_container_xor(
-                               (const run_container_t *)c2,
-                               (const bitset_container_t *)c1, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-
-            *result_type = run_bitset_container_xor(
-                               (const run_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            *result_type =
-                array_run_container_xor((const array_container_t *)c1,
-                                        (const run_container_t *)c2, &result);
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            *result_type =
-                array_run_container_xor((const array_container_t *)c2,
-                                        (const run_container_t *)c1, &result);
-            return result;
-
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;  // unreached
-    }
-}
-
-/**
- * Compute xor between two containers, generate a new container (having type
- * result_type), requires a typecode. This allocates new memory, caller
- * is responsible for deallocation.
- *
- * This lazy version delays some operations such as the maintenance of the
- * cardinality. It requires repair later on the generated containers.
- */
-static inline void *container_lazy_xor(const void *c1, uint8_t type1,
-                                       const void *c2, uint8_t type2,
-                                       uint8_t *result_type) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            bitset_container_xor_nocard(
-                (const bitset_container_t *)c1, (const bitset_container_t *)c2,
-                (bitset_container_t *)result);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_lazy_xor(
-                               (const array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            // nothing special done yet.
-            *result_type =
-                run_run_container_xor((const run_container_t *)c1,
-                                      (const run_container_t *)c2, &result);
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            array_bitset_container_lazy_xor((const array_container_t *)c2,
-                                            (const bitset_container_t *)c1,
-                                            (bitset_container_t *)result);
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            array_bitset_container_lazy_xor((const array_container_t *)c1,
-                                            (const bitset_container_t *)c2,
-                                            (bitset_container_t *)result);
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            run_bitset_container_lazy_xor((const run_container_t *)c2,
-                                          (const bitset_container_t *)c1,
-                                          (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = bitset_container_create();
-            run_bitset_container_lazy_xor((const run_container_t *)c1,
-                                          (const bitset_container_t *)c2,
-                                          (bitset_container_t *)result);
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return result;
-
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_lazy_xor((const array_container_t *)c1,
-                                         (const run_container_t *)c2,
-                                         (run_container_t *)result);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // next line skipped since we are lazy
-            // result = convert_run_to_efficient_container(result, result_type);
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            result = run_container_create();
-            array_run_container_lazy_xor((const array_container_t *)c2,
-                                         (const run_container_t *)c1,
-                                         (run_container_t *)result);
-            *result_type = RUN_CONTAINER_TYPE_CODE;
-            // next line skipped since we are lazy
-            // result = convert_run_to_efficient_container(result, result_type);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;  // unreached
-    }
-}
-
-/**
- * Compute the xor between two containers, with result in the first container.
- * If the returned pointer is identical to c1, then the container has been
- * modified.
- * If the returned pointer is different from c1, then a new container has been
- * created and the caller is responsible for freeing it.
- * The type of the first container may change. Returns the modified
- * (and possibly new) container
-*/
-static inline void *container_ixor(void *c1, uint8_t type1, const void *c2,
-                                   uint8_t type2, uint8_t *result_type) {
-    c1 = get_writable_copy_if_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = bitset_bitset_container_ixor(
-                               (bitset_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = array_array_container_ixor(
-                               (array_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            *result_type = run_run_container_ixor(
-                (run_container_t *)c1, (const run_container_t *)c2, &result);
-            return result;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = bitset_array_container_ixor(
-                               (bitset_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = array_bitset_container_ixor(
-                               (array_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-
-            return result;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            *result_type =
-                bitset_run_container_ixor((bitset_container_t *)c1,
-                                          (const run_container_t *)c2, &result)
-                    ? BITSET_CONTAINER_TYPE_CODE
-                    : ARRAY_CONTAINER_TYPE_CODE;
-
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = run_bitset_container_ixor(
-                               (run_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-
-            return result;
-
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            *result_type = array_run_container_ixor(
-                (array_container_t *)c1, (const run_container_t *)c2, &result);
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = run_array_container_ixor(
-                (run_container_t *)c1, (const array_container_t *)c2, &result);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Compute the xor between two containers, with result in the first container.
- * If the returned pointer is identical to c1, then the container has been
- * modified.
- * If the returned pointer is different from c1, then a new container has been
- * created and the caller is responsible for freeing it.
- * The type of the first container may change. Returns the modified
- * (and possibly new) container
- *
- * This lazy version delays some operations such as the maintenance of the
- * cardinality. It requires repair later on the generated containers.
-*/
-static inline void *container_lazy_ixor(void *c1, uint8_t type1, const void *c2,
-                                        uint8_t type2, uint8_t *result_type) {
-    assert(type1 != SHARED_CONTAINER_TYPE_CODE);
-    // c1 = get_writable_copy_if_shared(c1,&type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            bitset_container_xor_nocard((bitset_container_t *)c1,
-                                        (const bitset_container_t *)c2,
-                                        (bitset_container_t *)c1);  // is lazy
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            return c1;
-        // TODO: other cases being lazy, esp. when we know inplace not likely
-        // could see the corresponding code for union
-        default:
-            // we may have a dirty bitset (without a precomputed cardinality) and
-            // calling container_ixor on it might be unsafe.
-            if( (type1 == BITSET_CONTAINER_TYPE_CODE)
-              && (((const bitset_container_t *)c1)->cardinality == BITSET_UNKNOWN_CARDINALITY)) {
-                ((bitset_container_t *)c1)->cardinality = bitset_container_compute_cardinality((bitset_container_t *)c1);
-            }
-            return container_ixor(c1, type1, c2, type2, result_type);
-    }
-}
-
-/**
- * Compute difference (andnot) between two containers, generate a new
- * container (having type result_type), requires a typecode. This allocates new
- * memory, caller is responsible for deallocation.
- */
-static inline void *container_andnot(const void *c1, uint8_t type1,
-                                     const void *c2, uint8_t type2,
-                                     uint8_t *result_type) {
-    c1 = container_unwrap_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = bitset_bitset_container_andnot(
-                               (const bitset_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            array_array_container_andnot((const array_container_t *)c1,
-                                         (const array_container_t *)c2,
-                                         (array_container_t *)result);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = array_container_create();
-                *result_type = ARRAY_CONTAINER_TYPE_CODE;
-                return result;
-            }
-            *result_type =
-                run_run_container_andnot((const run_container_t *)c1,
-                                         (const run_container_t *)c2, &result);
-            return result;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = bitset_array_container_andnot(
-                               (const bitset_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            result = array_container_create();
-            array_bitset_container_andnot((const array_container_t *)c1,
-                                          (const bitset_container_t *)c2,
-                                          (array_container_t *)result);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = array_container_create();
-                *result_type = ARRAY_CONTAINER_TYPE_CODE;
-                return result;
-            }
-            *result_type = bitset_run_container_andnot(
-                               (const bitset_container_t *)c1,
-                               (const run_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-
-            *result_type = run_bitset_container_andnot(
-                               (const run_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            if (run_container_is_full((const run_container_t *)c2)) {
-                result = array_container_create();
-                *result_type = ARRAY_CONTAINER_TYPE_CODE;
-                return result;
-            }
-            result = array_container_create();
-            array_run_container_andnot((const array_container_t *)c1,
-                                       (const run_container_t *)c2,
-                                       (array_container_t *)result);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = run_array_container_andnot(
-                (const run_container_t *)c1, (const array_container_t *)c2,
-                &result);
-            return result;
-
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;  // unreached
-    }
-}
-
-/**
- * Compute the andnot between two containers, with result in the first
- * container.
- * If the returned pointer is identical to c1, then the container has been
- * modified.
- * If the returned pointer is different from c1, then a new container has been
- * created and the caller is responsible for freeing it.
- * The type of the first container may change. Returns the modified
- * (and possibly new) container
-*/
-static inline void *container_iandnot(void *c1, uint8_t type1, const void *c2,
-                                      uint8_t type2, uint8_t *result_type) {
-    c1 = get_writable_copy_if_shared(c1, &type1);
-    c2 = container_unwrap_shared(c2, &type2);
-    void *result = NULL;
-    switch (CONTAINER_PAIR(type1, type2)) {
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = bitset_bitset_container_iandnot(
-                               (bitset_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            array_array_container_iandnot((array_container_t *)c1,
-                                          (const array_container_t *)c2);
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-            return c1;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            *result_type = run_run_container_iandnot(
-                (run_container_t *)c1, (const run_container_t *)c2, &result);
-            return result;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = bitset_array_container_iandnot(
-                               (bitset_container_t *)c1,
-                               (const array_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-
-            array_bitset_container_iandnot((array_container_t *)c1,
-                                           (const bitset_container_t *)c2);
-            return c1;
-
-        case CONTAINER_PAIR(BITSET_CONTAINER_TYPE_CODE,
-                            RUN_CONTAINER_TYPE_CODE):
-            *result_type = bitset_run_container_iandnot(
-                               (bitset_container_t *)c1,
-                               (const run_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-
-            return result;
-
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE,
-                            BITSET_CONTAINER_TYPE_CODE):
-            *result_type = run_bitset_container_iandnot(
-                               (run_container_t *)c1,
-                               (const bitset_container_t *)c2, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-
-            return result;
-
-        case CONTAINER_PAIR(ARRAY_CONTAINER_TYPE_CODE, RUN_CONTAINER_TYPE_CODE):
-            *result_type = ARRAY_CONTAINER_TYPE_CODE;
-            array_run_container_iandnot((array_container_t *)c1,
-                                        (const run_container_t *)c2);
-            return c1;
-        case CONTAINER_PAIR(RUN_CONTAINER_TYPE_CODE, ARRAY_CONTAINER_TYPE_CODE):
-            *result_type = run_array_container_iandnot(
-                (run_container_t *)c1, (const array_container_t *)c2, &result);
-            return result;
-        default:
-            assert(false);
-            __builtin_unreachable();
-            return NULL;
-    }
-}
-
-/**
- * Visit all values x of the container once, passing (base+x,ptr)
- * to iterator. You need to specify a container and its type.
- * Returns true if the iteration should continue.
- */
-static inline bool container_iterate(const void *container, uint8_t typecode,
-                                     uint32_t base, roaring_iterator iterator,
-                                     void *ptr) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_iterate(
-                (const bitset_container_t *)container, base, iterator, ptr);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_iterate((const array_container_t *)container,
-                                           base, iterator, ptr);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_iterate((const run_container_t *)container,
-                                         base, iterator, ptr);
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return false;
-}
-
-static inline bool container_iterate64(const void *container, uint8_t typecode,
-                                       uint32_t base,
-                                       roaring_iterator64 iterator,
-                                       uint64_t high_bits, void *ptr) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_iterate64(
-                (const bitset_container_t *)container, base, iterator,
-                high_bits, ptr);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_iterate64(
-                (const array_container_t *)container, base, iterator, high_bits,
-                ptr);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_iterate64((const run_container_t *)container,
-                                           base, iterator, high_bits, ptr);
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return false;
-}
-
-static inline void *container_not(const void *c, uint8_t typ,
-                                  uint8_t *result_type) {
-    c = container_unwrap_shared(c, &typ);
-    void *result = NULL;
-    switch (typ) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            *result_type = bitset_container_negation(
-                               (const bitset_container_t *)c, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            result = bitset_container_create();
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            array_container_negation((const array_container_t *)c,
-                                     (bitset_container_t *)result);
-            return result;
-        case RUN_CONTAINER_TYPE_CODE:
-            *result_type =
-                run_container_negation((const run_container_t *)c, &result);
-            return result;
-
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return NULL;
-}
-
-static inline void *container_not_range(const void *c, uint8_t typ,
-                                        uint32_t range_start,
-                                        uint32_t range_end,
-                                        uint8_t *result_type) {
-    c = container_unwrap_shared(c, &typ);
-    void *result = NULL;
-    switch (typ) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            *result_type =
-                bitset_container_negation_range((const bitset_container_t *)c,
-                                                range_start, range_end, &result)
-                    ? BITSET_CONTAINER_TYPE_CODE
-                    : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            *result_type =
-                array_container_negation_range((const array_container_t *)c,
-                                               range_start, range_end, &result)
-                    ? BITSET_CONTAINER_TYPE_CODE
-                    : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case RUN_CONTAINER_TYPE_CODE:
-            *result_type = run_container_negation_range(
-                (const run_container_t *)c, range_start, range_end, &result);
-            return result;
-
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return NULL;
-}
-
-static inline void *container_inot(void *c, uint8_t typ, uint8_t *result_type) {
-    c = get_writable_copy_if_shared(c, &typ);
-    void *result = NULL;
-    switch (typ) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            *result_type = bitset_container_negation_inplace(
-                               (bitset_container_t *)c, &result)
-                               ? BITSET_CONTAINER_TYPE_CODE
-                               : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            // will never be inplace
-            result = bitset_container_create();
-            *result_type = BITSET_CONTAINER_TYPE_CODE;
-            array_container_negation((array_container_t *)c,
-                                     (bitset_container_t *)result);
-            array_container_free((array_container_t *)c);
-            return result;
-        case RUN_CONTAINER_TYPE_CODE:
-            *result_type =
-                run_container_negation_inplace((run_container_t *)c, &result);
-            return result;
-
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return NULL;
-}
-
-static inline void *container_inot_range(void *c, uint8_t typ,
-                                         uint32_t range_start,
-                                         uint32_t range_end,
-                                         uint8_t *result_type) {
-    c = get_writable_copy_if_shared(c, &typ);
-    void *result = NULL;
-    switch (typ) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            *result_type =
-                bitset_container_negation_range_inplace(
-                    (bitset_container_t *)c, range_start, range_end, &result)
-                    ? BITSET_CONTAINER_TYPE_CODE
-                    : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case ARRAY_CONTAINER_TYPE_CODE:
-            *result_type =
-                array_container_negation_range_inplace(
-                    (array_container_t *)c, range_start, range_end, &result)
-                    ? BITSET_CONTAINER_TYPE_CODE
-                    : ARRAY_CONTAINER_TYPE_CODE;
-            return result;
-        case RUN_CONTAINER_TYPE_CODE:
-            *result_type = run_container_negation_range_inplace(
-                (run_container_t *)c, range_start, range_end, &result);
-            return result;
-
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return NULL;
-}
-
-/**
- * If the element of given rank is in this container, supposing that
- * the first
- * element has rank start_rank, then the function returns true and
- * sets element
- * accordingly.
- * Otherwise, it returns false and update start_rank.
- */
-static inline bool container_select(const void *container, uint8_t typecode,
-                                    uint32_t *start_rank, uint32_t rank,
-                                    uint32_t *element) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_select((const bitset_container_t *)container,
-                                           start_rank, rank, element);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_select((const array_container_t *)container,
-                                          start_rank, rank, element);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_select((const run_container_t *)container,
-                                        start_rank, rank, element);
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return false;
-}
-
-static inline uint16_t container_maximum(const void *container,
-                                         uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_maximum((const bitset_container_t *)container);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_maximum((const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_maximum((const run_container_t *)container);
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return false;
-}
-
-static inline uint16_t container_minimum(const void *container,
-                                         uint8_t typecode) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_minimum((const bitset_container_t *)container);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_minimum((const array_container_t *)container);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_minimum((const run_container_t *)container);
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return false;
-}
-
-// number of values smaller or equal to x
-static inline int container_rank(const void *container, uint8_t typecode,
-                                 uint16_t x) {
-    container = container_unwrap_shared(container, &typecode);
-    switch (typecode) {
-        case BITSET_CONTAINER_TYPE_CODE:
-            return bitset_container_rank((const bitset_container_t *)container, x);
-        case ARRAY_CONTAINER_TYPE_CODE:
-            return array_container_rank((const array_container_t *)container, x);
-        case RUN_CONTAINER_TYPE_CODE:
-            return run_container_rank((const run_container_t *)container, x);
-        default:
-            assert(false);
-            __builtin_unreachable();
-    }
-    assert(false);
-    __builtin_unreachable();
-    return false;
-}
-
-/**
- * Add all values in range [min, max] to a given container.
- *
- * If the returned pointer is different from $container, then a new container
- * has been created and the caller is responsible for freeing it.
- * The type of the first container may change. Returns the modified
- * (and possibly new) container.
- */
-static inline void *container_add_range(void *container, uint8_t type,
-                                        uint32_t min, uint32_t max,
-                                        uint8_t *result_type) {
-    // NB: when selecting new container type, we perform only inexpensive checks
-    switch (type) {
-        case BITSET_CONTAINER_TYPE_CODE: {
-            bitset_container_t *bitset = (bitset_container_t *) container;
-
-            int32_t union_cardinality = 0;
-            union_cardinality += bitset->cardinality;
-            union_cardinality += max - min + 1;
-            union_cardinality -= bitset_lenrange_cardinality(bitset->array, min, max-min);
-
-            if (union_cardinality == INT32_C(0x10000)) {
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return run_container_create_range(0, INT32_C(0x10000));
-            } else {
-                *result_type = BITSET_CONTAINER_TYPE_CODE;
-                bitset_set_lenrange(bitset->array, min, max - min);
-                bitset->cardinality = union_cardinality;
-                return bitset;
-            }
-        }
-        case ARRAY_CONTAINER_TYPE_CODE: {
-            array_container_t *array = (array_container_t *) container;
-
-            int32_t nvals_greater = count_greater(array->array, array->cardinality, max);
-            int32_t nvals_less = count_less(array->array, array->cardinality - nvals_greater, min);
-            int32_t union_cardinality = nvals_less + (max - min + 1) + nvals_greater;
-
-            if (union_cardinality == INT32_C(0x10000)) {
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return run_container_create_range(0, INT32_C(0x10000));
-            } else if (union_cardinality <= DEFAULT_MAX_SIZE) {
-                *result_type = ARRAY_CONTAINER_TYPE_CODE;
-                array_container_add_range_nvals(array, min, max, nvals_less, nvals_greater);
-                return array;
-            } else {
-                *result_type = BITSET_CONTAINER_TYPE_CODE;
-                bitset_container_t *bitset = bitset_container_from_array(array);
-                bitset_set_lenrange(bitset->array, min, max - min);
-                bitset->cardinality = union_cardinality;
-                return bitset;
-            }
-        }
-        case RUN_CONTAINER_TYPE_CODE: {
-            run_container_t *run = (run_container_t *) container;
-
-            int32_t nruns_greater = rle16_count_greater(run->runs, run->n_runs, max);
-            int32_t nruns_less = rle16_count_less(run->runs, run->n_runs - nruns_greater, min);
-
-            int32_t run_size_bytes = (nruns_less + 1 + nruns_greater) * sizeof(rle16_t);
-            int32_t bitset_size_bytes = BITSET_CONTAINER_SIZE_IN_WORDS * sizeof(uint64_t);
-
-            if (run_size_bytes <= bitset_size_bytes) {
-                run_container_add_range_nruns(run, min, max, nruns_less, nruns_greater);
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return run;
-            } else {
-                *result_type = BITSET_CONTAINER_TYPE_CODE;
-                return bitset_container_from_run_range(run, min, max);
-            }
-        }
-        default:
-            __builtin_unreachable();
-    }
-}
-
-/*
- * Removes all elements in range [min, max].
- * Returns one of:
- *   - NULL if no elements left
- *   - pointer to the original container
- *   - pointer to a newly-allocated container (if it is more efficient)
- *
- * If the returned pointer is different from $container, then a new container
- * has been created and the caller is responsible for freeing the original container.
- */
-static inline void *container_remove_range(void *container, uint8_t type,
-                                           uint32_t min, uint32_t max,
-                                           uint8_t *result_type) {
-     switch (type) {
-        case BITSET_CONTAINER_TYPE_CODE: {
-            bitset_container_t *bitset = (bitset_container_t *) container;
-
-            int32_t result_cardinality = bitset->cardinality -
-                bitset_lenrange_cardinality(bitset->array, min, max-min);
-
-            if (result_cardinality == 0) {
-                return NULL;
-            } else if (result_cardinality < DEFAULT_MAX_SIZE) {
-                *result_type = ARRAY_CONTAINER_TYPE_CODE;
-                bitset_reset_range(bitset->array, min, max+1);
-                bitset->cardinality = result_cardinality;
-                return array_container_from_bitset(bitset);
-            } else {
-                *result_type = BITSET_CONTAINER_TYPE_CODE;
-                bitset_reset_range(bitset->array, min, max+1);
-                bitset->cardinality = result_cardinality;
-                return bitset;
-            }
-        }
-        case ARRAY_CONTAINER_TYPE_CODE: {
-            array_container_t *array = (array_container_t *) container;
-
-            int32_t nvals_greater = count_greater(array->array, array->cardinality, max);
-            int32_t nvals_less = count_less(array->array, array->cardinality - nvals_greater, min);
-            int32_t result_cardinality = nvals_less + nvals_greater;
-
-            if (result_cardinality == 0) {
-                return NULL;
-            } else {
-                *result_type = ARRAY_CONTAINER_TYPE_CODE;
-                array_container_remove_range(array, nvals_less,
-                    array->cardinality - result_cardinality);
-                return array;
-            }
-        }
-        case RUN_CONTAINER_TYPE_CODE: {
-            run_container_t *run = (run_container_t *) container;
-
-            if (run->n_runs == 0) {
-                return NULL;
-            }
-            if (min <= run_container_minimum(run) && max >= run_container_maximum(run)) {
-                return NULL;
-            }
-
-            run_container_remove_range(run, min, max);
-
-            if (run_container_serialized_size_in_bytes(run->n_runs) <=
-                    bitset_container_serialized_size_in_bytes()) {
-                *result_type = RUN_CONTAINER_TYPE_CODE;
-                return run;
-            } else {
-                *result_type = BITSET_CONTAINER_TYPE_CODE;
-                return bitset_container_from_run(run);
-            }
-        }
-        default:
-            __builtin_unreachable();
-     }
-}
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif /* CONTAINERS_CONTAINERS_H */
-
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/containers/containers.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring_array.h */
-#ifndef INCLUDE_ROARING_ARRAY_H
-#define INCLUDE_ROARING_ARRAY_H
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-#include <assert.h>
-#include <stdbool.h>
-#include <stdint.h>
-
-#define MAX_CONTAINERS 65536
-
-#define SERIALIZATION_ARRAY_UINT32 1
-#define SERIALIZATION_CONTAINER 2
-
-enum {
-    SERIAL_COOKIE_NO_RUNCONTAINER = 12346,
-    SERIAL_COOKIE = 12347,
-    NO_OFFSET_THRESHOLD = 4
-};
-
-/**
- * Roaring arrays are array-based key-value pairs having containers as values
- * and 16-bit integer keys. A roaring bitmap  might be implemented as such.
- */
-
-// parallel arrays.  Element sizes quite different.
-// Alternative is array
-// of structs.  Which would have better
-// cache performance through binary searches?
-
-typedef struct roaring_array_s {
-    int32_t size;
-    int32_t allocation_size;
-    void **containers;
-    uint16_t *keys;
-    uint8_t *typecodes;
-} roaring_array_t;
-
-/**
- * Create a new roaring array
- */
-roaring_array_t *ra_create(void);
-
-/**
- * Initialize an existing roaring array with the specified capacity (in number
- * of containers)
- */
-bool ra_init_with_capacity(roaring_array_t *new_ra, uint32_t cap);
-
-/**
- * Initialize with default capacity
- */
-bool ra_init(roaring_array_t *t);
-
-/**
- * Copies this roaring array, we assume that dest is not initialized
- */
-bool ra_copy(const roaring_array_t *source, roaring_array_t *dest,
-             bool copy_on_write);
-
-/*
- * Shrinks the capacity, returns the number of bytes saved.
- */
-int ra_shrink_to_fit(roaring_array_t *ra);
-
-/**
- * Copies this roaring array, we assume that dest is initialized
- */
-bool ra_overwrite(const roaring_array_t *source, roaring_array_t *dest,
-                  bool copy_on_write);
-
-/**
- * Frees the memory used by a roaring array
- */
-void ra_clear(roaring_array_t *r);
-
-/**
- * Frees the memory used by a roaring array, but does not free the containers
- */
-void ra_clear_without_containers(roaring_array_t *r);
-
-/**
- * Frees just the containers
- */
-void ra_clear_containers(roaring_array_t *ra);
-
-/**
- * Get the index corresponding to a 16-bit key
- */
-inline int32_t ra_get_index(const roaring_array_t *ra, uint16_t x) {
-    if ((ra->size == 0) || ra->keys[ra->size - 1] == x) return ra->size - 1;
-    return binarySearch(ra->keys, (int32_t)ra->size, x);
-}
-
-/**
- * Retrieves the container at index i, filling in the typecode
- */
-inline void *ra_get_container_at_index(const roaring_array_t *ra, uint16_t i,
-                                       uint8_t *typecode) {
-    *typecode = ra->typecodes[i];
-    return ra->containers[i];
-}
-
-/**
- * Retrieves the key at index i
- */
-uint16_t ra_get_key_at_index(const roaring_array_t *ra, uint16_t i);
-
-/**
- * Add a new key-value pair at index i
- */
-void ra_insert_new_key_value_at(roaring_array_t *ra, int32_t i, uint16_t key,
-                                void *container, uint8_t typecode);
-
-/**
- * Append a new key-value pair
- */
-void ra_append(roaring_array_t *ra, uint16_t s, void *c, uint8_t typecode);
-
-/**
- * Append a new key-value pair to ra, cloning (in COW sense) a value from sa
- * at index index
- */
-void ra_append_copy(roaring_array_t *ra, const roaring_array_t *sa,
-                    uint16_t index, bool copy_on_write);
-
-/**
- * Append new key-value pairs to ra, cloning (in COW sense)  values from sa
- * at indexes
- * [start_index, end_index)
- */
-void ra_append_copy_range(roaring_array_t *ra, const roaring_array_t *sa,
-                          int32_t start_index, int32_t end_index,
-                          bool copy_on_write);
-
-/** appends from sa to ra, ending with the greatest key that is
- * is less or equal stopping_key
- */
-void ra_append_copies_until(roaring_array_t *ra, const roaring_array_t *sa,
-                            uint16_t stopping_key, bool copy_on_write);
-
-/** appends from sa to ra, starting with the smallest key that is
- * is strictly greater than before_start
- */
-
-void ra_append_copies_after(roaring_array_t *ra, const roaring_array_t *sa,
-                            uint16_t before_start, bool copy_on_write);
-
-/**
- * Move the key-value pairs to ra from sa at indexes
- * [start_index, end_index), old array should not be freed
- * (use ra_clear_without_containers)
- **/
-void ra_append_move_range(roaring_array_t *ra, roaring_array_t *sa,
-                          int32_t start_index, int32_t end_index);
-/**
- * Append new key-value pairs to ra,  from sa at indexes
- * [start_index, end_index)
- */
-void ra_append_range(roaring_array_t *ra, roaring_array_t *sa,
-                     int32_t start_index, int32_t end_index,
-                     bool copy_on_write);
-
-/**
- * Set the container at the corresponding index using the specified
- * typecode.
- */
-inline void ra_set_container_at_index(const roaring_array_t *ra, int32_t i,
-                                      void *c, uint8_t typecode) {
-    assert(i < ra->size);
-    ra->containers[i] = c;
-    ra->typecodes[i] = typecode;
-}
-
-/**
- * If needed, increase the capacity of the array so that it can fit k values
- * (at
- * least);
- */
-bool extend_array(roaring_array_t *ra, int32_t k);
-
-inline int32_t ra_get_size(const roaring_array_t *ra) { return ra->size; }
-
-static inline int32_t ra_advance_until(const roaring_array_t *ra, uint16_t x,
-                                       int32_t pos) {
-    return advanceUntil(ra->keys, pos, ra->size, x);
-}
-
-int32_t ra_advance_until_freeing(roaring_array_t *ra, uint16_t x, int32_t pos);
-
-void ra_downsize(roaring_array_t *ra, int32_t new_length);
-
-inline void ra_replace_key_and_container_at_index(roaring_array_t *ra,
-                                                  int32_t i, uint16_t key,
-                                                  void *c, uint8_t typecode) {
-    assert(i < ra->size);
-
-    ra->keys[i] = key;
-    ra->containers[i] = c;
-    ra->typecodes[i] = typecode;
-}
-
-// write set bits to an array
-void ra_to_uint32_array(const roaring_array_t *ra, uint32_t *ans);
-
-bool ra_range_uint32_array(const roaring_array_t *ra, size_t offset, size_t limit, uint32_t *ans);
-
-/**
- * write a bitmap to a buffer. This is meant to be compatible with
- * the
- * Java and Go versions. Return the size in bytes of the serialized
- * output (which should be ra_portable_size_in_bytes(ra)).
- */
-size_t ra_portable_serialize(const roaring_array_t *ra, char *buf);
-
-/**
- * read a bitmap from a serialized version. This is meant to be compatible
- * with the Java and Go versions.
- * maxbytes  indicates how many bytes available from buf.
- * When the function returns true, roaring_array_t is populated with the data
- * and *readbytes indicates how many bytes were read. In all cases, if the function
- * returns true, then maxbytes >= *readbytes.
- */
-bool ra_portable_deserialize(roaring_array_t *ra, const char *buf, const size_t maxbytes, size_t * readbytes);
-
-/**
- * Quickly checks whether there is a serialized bitmap at the pointer,
- * not exceeding size "maxbytes" in bytes. This function does not allocate
- * memory dynamically.
- *
- * This function returns 0 if and only if no valid bitmap is found.
- * Otherwise, it returns how many bytes are occupied by the bitmap data.
- */
-size_t ra_portable_deserialize_size(const char *buf, const size_t maxbytes);
-
-/**
- * How many bytes are required to serialize this bitmap (meant to be
- * compatible
- * with Java and Go versions)
- */
-size_t ra_portable_size_in_bytes(const roaring_array_t *ra);
-
-/**
- * return true if it contains at least one run container.
- */
-bool ra_has_run_container(const roaring_array_t *ra);
-
-/**
- * Size of the header when serializing (meant to be compatible
- * with Java and Go versions)
- */
-uint32_t ra_portable_header_size(const roaring_array_t *ra);
-
-/**
- * If the container at the index i is share, unshare it (creating a local
- * copy if needed).
- */
-static inline void ra_unshare_container_at_index(roaring_array_t *ra,
-                                                 uint16_t i) {
-    assert(i < ra->size);
-    ra->containers[i] =
-        get_writable_copy_if_shared(ra->containers[i], &ra->typecodes[i]);
-}
-
-/**
- * remove at index i, sliding over all entries after i
- */
-void ra_remove_at_index(roaring_array_t *ra, int32_t i);
-
-
-/**
-* clears all containers, sets the size at 0 and shrinks the memory usage.
-*/
-void ra_reset(roaring_array_t *ra);
-
-/**
- * remove at index i, sliding over all entries after i. Free removed container.
- */
-void ra_remove_at_index_and_free(roaring_array_t *ra, int32_t i);
-
-/**
- * remove a chunk of indices, sliding over entries after it
- */
-// void ra_remove_index_range(roaring_array_t *ra, int32_t begin, int32_t end);
-
-// used in inplace andNot only, to slide left the containers from
-// the mutated RoaringBitmap that are after the largest container of
-// the argument RoaringBitmap.  It is followed by a call to resize.
-//
-void ra_copy_range(roaring_array_t *ra, uint32_t begin, uint32_t end,
-                   uint32_t new_begin);
-
-/**
- * Shifts rightmost $count containers to the left (distance < 0) or
- * to the right (distance > 0).
- * Allocates memory if necessary.
- * This function doesn't free or create new containers.
- * Caller is responsible for that.
- */
-void ra_shift_tail(roaring_array_t *ra, int32_t count, int32_t distance);
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring_array.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/misc/configreport.h */
-/*
- * configreport.h
- *
- */
-
-#ifndef INCLUDE_MISC_CONFIGREPORT_H_
-#define INCLUDE_MISC_CONFIGREPORT_H_
-
-#include <stddef.h>  // for size_t
-#include <stdint.h>
-#include <stdio.h>
-
-
-#ifdef IS_X64
-// useful for basic info (0)
-static inline void native_cpuid(unsigned int *eax, unsigned int *ebx,
-                                unsigned int *ecx, unsigned int *edx) {
-#ifdef ROARING_INLINE_ASM
-    __asm volatile("cpuid"
-                   : "=a"(*eax), "=b"(*ebx), "=c"(*ecx), "=d"(*edx)
-                   : "0"(*eax), "2"(*ecx));
-#endif /* not sure what to do when inline assembly is unavailable*/
-}
-
-// CPUID instruction takes no parameters as CPUID implicitly uses the EAX
-// register.
-// The EAX register should be loaded with a value specifying what information to
-// return
-static inline void cpuinfo(int code, int *eax, int *ebx, int *ecx, int *edx) {
-#ifdef ROARING_INLINE_ASM
-    __asm__ volatile("cpuid;"  //  call cpuid instruction
-                     : "=a"(*eax), "=b"(*ebx), "=c"(*ecx),
-                       "=d"(*edx)  // output equal to "movl  %%eax %1"
-                     : "a"(code)   // input equal to "movl %1, %%eax"
-                     //:"%eax","%ebx","%ecx","%edx"// clobbered register
-                     );
-#endif /* not sure what to do when inline assembly is unavailable*/
-}
-
-static inline int computecacheline() {
-    int eax = 0, ebx = 0, ecx = 0, edx = 0;
-    cpuinfo((int)0x80000006, &eax, &ebx, &ecx, &edx);
-    return ecx & 0xFF;
-}
-
-// this is quite imperfect, but can be handy
-static inline const char *guessprocessor() {
-    unsigned eax = 1, ebx = 0, ecx = 0, edx = 0;
-    native_cpuid(&eax, &ebx, &ecx, &edx);
-    const char *codename;
-    switch (eax >> 4) {
-        case 0x506E:
-            codename = "Skylake";
-            break;
-        case 0x406C:
-            codename = "CherryTrail";
-            break;
-        case 0x306D:
-            codename = "Broadwell";
-            break;
-        case 0x306C:
-            codename = "Haswell";
-            break;
-        case 0x306A:
-            codename = "IvyBridge";
-            break;
-        case 0x206A:
-        case 0x206D:
-            codename = "SandyBridge";
-            break;
-        case 0x2065:
-        case 0x206C:
-        case 0x206F:
-            codename = "Westmere";
-            break;
-        case 0x106E:
-        case 0x106A:
-        case 0x206E:
-            codename = "Nehalem";
-            break;
-        case 0x1067:
-        case 0x106D:
-            codename = "Penryn";
-            break;
-        case 0x006F:
-        case 0x1066:
-            codename = "Merom";
-            break;
-        case 0x0066:
-            codename = "Presler";
-            break;
-        case 0x0063:
-        case 0x0064:
-            codename = "Prescott";
-            break;
-        case 0x006D:
-            codename = "Dothan";
-            break;
-        case 0x0366:
-            codename = "Cedarview";
-            break;
-        case 0x0266:
-            codename = "Lincroft";
-            break;
-        case 0x016C:
-            codename = "Pineview";
-            break;
-        default:
-            codename = "UNKNOWN";
-            break;
-    }
-    return codename;
-}
-
-static inline void tellmeall() {
-    printf("Intel processor:  %s\t", guessprocessor());
-
-#ifdef __VERSION__
-    printf(" compiler version: %s\t", __VERSION__);
-#endif
-    printf("\tBuild option USEAVX ");
-#ifdef USEAVX
-    printf("enabled\n");
-#else
-    printf("disabled\n");
-#endif
-#ifndef __AVX2__
-    printf("AVX2 is NOT available.\n");
-#endif
-
-    if ((sizeof(int) != 4) || (sizeof(long) != 8)) {
-        printf("number of bytes: int = %lu long = %lu \n",
-               (long unsigned int)sizeof(size_t),
-               (long unsigned int)sizeof(int));
-    }
-#if __LITTLE_ENDIAN__
-// This is what we expect!
-// printf("you have little endian machine");
-#endif
-#if __BIG_ENDIAN__
-    printf("you have a big endian machine");
-#endif
-#if __CHAR_BIT__
-    if (__CHAR_BIT__ != 8) printf("on your machine, chars don't have 8bits???");
-#endif
-    if (computecacheline() != 64)
-        printf("cache line: %d bytes\n", computecacheline());
-}
-#else
-
-static inline void tellmeall() {
-    printf("Non-X64  processor\n");
-#ifdef __arm__
-    printf("ARM processor detected\n");
-#endif
-#ifdef __VERSION__
-    printf(" compiler version: %s\t", __VERSION__);
-#endif
-    if ((sizeof(int) != 4) || (sizeof(long) != 8)) {
-        printf("number of bytes: int = %lu long = %lu \n",
-               (long unsigned int)sizeof(size_t),
-               (long unsigned int)sizeof(int));
-    }
-#if __LITTLE_ENDIAN__
-// This is what we expect!
-// printf("you have little endian machine");
-#endif
-#if __BIG_ENDIAN__
-    printf("you have a big endian machine");
-#endif
-#if __CHAR_BIT__
-    if (__CHAR_BIT__ != 8) printf("on your machine, chars don't have 8bits???");
-#endif
-}
-
-#endif
-
-#endif /* INCLUDE_MISC_CONFIGREPORT_H_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/misc/configreport.h */
-/* begin file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring.h */
-/*
-An implementation of Roaring Bitmaps in C.
-*/
-
-#ifndef ROARING_H
-#define ROARING_H
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-#include <stdbool.h>
-
-typedef struct roaring_bitmap_s {
-    roaring_array_t high_low_container;
-    bool copy_on_write; /* copy_on_write: whether you want to use copy-on-write
-                         (saves memory and avoids
-                         copies but needs more care in a threaded context).
-                         Most users should ignore this flag.
-                         Note: if you do turn this flag to 'true', enabling
-                         COW, then ensure that you do so for all of your bitmaps since
-                         interactions between bitmaps with and without COW is unsafe. */
-} roaring_bitmap_t;
-
-
-void *containerptr_roaring_bitmap_add(roaring_bitmap_t *r,
-                                                    uint32_t val,
-                                                    uint8_t *typecode,
-                                                    int *index);
-/**
- * Creates a new bitmap (initially empty)
- */
-roaring_bitmap_t *roaring_bitmap_create(void);
-
-/**
- * Add all the values between min (included) and max (excluded) that are at a
- * distance k*step from min.
-*/
-roaring_bitmap_t *roaring_bitmap_from_range(uint64_t min, uint64_t max,
-                                            uint32_t step);
-
-/**
- * Creates a new bitmap (initially empty) with a provided
- * container-storage capacity (it is a performance hint).
- */
-roaring_bitmap_t *roaring_bitmap_create_with_capacity(uint32_t cap);
-
-/**
- * Creates a new bitmap from a pointer of uint32_t integers
- */
-roaring_bitmap_t *roaring_bitmap_of_ptr(size_t n_args, const uint32_t *vals);
-
-/**
- * Describe the inner structure of the bitmap.
- */
-void roaring_bitmap_printf_describe(const roaring_bitmap_t *ra);
-
-/**
- * Creates a new bitmap from a list of uint32_t integers
- */
-roaring_bitmap_t *roaring_bitmap_of(size_t n, ...);
-
-/**
- * Copies a  bitmap. This does memory allocation. The caller is responsible for
- * memory management.
- *
- */
-roaring_bitmap_t *roaring_bitmap_copy(const roaring_bitmap_t *r);
-
-
-/**
- * Copies a  bitmap from src to dest. It is assumed that the pointer dest
- * is to an already allocated bitmap. The content of the dest bitmap is
- * freed/deleted.
- *
- * It might be preferable and simpler to call roaring_bitmap_copy except
- * that roaring_bitmap_overwrite can save on memory allocations.
- *
- */
-bool roaring_bitmap_overwrite(roaring_bitmap_t *dest,
-                                     const roaring_bitmap_t *src);
-
-/**
- * Print the content of the bitmap.
- */
-void roaring_bitmap_printf(const roaring_bitmap_t *ra);
-
-/**
- * Computes the intersection between two bitmaps and returns new bitmap. The
- * caller is
- * responsible for memory management.
- *
- */
-roaring_bitmap_t *roaring_bitmap_and(const roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2);
-
-/**
- * Computes the size of the intersection between two bitmaps.
- *
- */
-uint64_t roaring_bitmap_and_cardinality(const roaring_bitmap_t *x1,
-                                        const roaring_bitmap_t *x2);
-
-
-/**
- * Check whether two bitmaps intersect.
- *
- */
-bool roaring_bitmap_intersect(const roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2);
-
-/**
- * Computes the Jaccard index between two bitmaps. (Also known as the Tanimoto
- * distance,
- * or the Jaccard similarity coefficient)
- *
- * The Jaccard index is undefined if both bitmaps are empty.
- *
- */
-double roaring_bitmap_jaccard_index(const roaring_bitmap_t *x1,
-                                    const roaring_bitmap_t *x2);
-
-/**
- * Computes the size of the union between two bitmaps.
- *
- */
-uint64_t roaring_bitmap_or_cardinality(const roaring_bitmap_t *x1,
-                                       const roaring_bitmap_t *x2);
-
-/**
- * Computes the size of the difference (andnot) between two bitmaps.
- *
- */
-uint64_t roaring_bitmap_andnot_cardinality(const roaring_bitmap_t *x1,
-                                           const roaring_bitmap_t *x2);
-
-/**
- * Computes the size of the symmetric difference (andnot) between two bitmaps.
- *
- */
-uint64_t roaring_bitmap_xor_cardinality(const roaring_bitmap_t *x1,
-                                        const roaring_bitmap_t *x2);
-
-/**
- * Inplace version modifies x1, x1 == x2 is allowed
- */
-void roaring_bitmap_and_inplace(roaring_bitmap_t *x1,
-                                const roaring_bitmap_t *x2);
-
-/**
- * Computes the union between two bitmaps and returns new bitmap. The caller is
- * responsible for memory management.
- */
-roaring_bitmap_t *roaring_bitmap_or(const roaring_bitmap_t *x1,
-                                    const roaring_bitmap_t *x2);
-
-/**
- * Inplace version of roaring_bitmap_or, modifies x1. TDOO: decide whether x1 ==
- *x2 ok
- *
- */
-void roaring_bitmap_or_inplace(roaring_bitmap_t *x1,
-                               const roaring_bitmap_t *x2);
-
-/**
- * Compute the union of 'number' bitmaps. See also roaring_bitmap_or_many_heap.
- * Caller is responsible for freeing the
- * result.
- *
- */
-roaring_bitmap_t *roaring_bitmap_or_many(size_t number,
-                                         const roaring_bitmap_t **x);
-
-/**
- * Compute the union of 'number' bitmaps using a heap. This can
- * sometimes be faster than roaring_bitmap_or_many which uses
- * a naive algorithm. Caller is responsible for freeing the
- * result.
- *
- */
-roaring_bitmap_t *roaring_bitmap_or_many_heap(uint32_t number,
-                                              const roaring_bitmap_t **x);
-
-/**
- * Computes the symmetric difference (xor) between two bitmaps
- * and returns new bitmap. The caller is responsible for memory management.
- */
-roaring_bitmap_t *roaring_bitmap_xor(const roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2);
-
-/**
- * Inplace version of roaring_bitmap_xor, modifies x1. x1 != x2.
- *
- */
-void roaring_bitmap_xor_inplace(roaring_bitmap_t *x1,
-                                const roaring_bitmap_t *x2);
-
-/**
- * Compute the xor of 'number' bitmaps.
- * Caller is responsible for freeing the
- * result.
- *
- */
-roaring_bitmap_t *roaring_bitmap_xor_many(size_t number,
-                                          const roaring_bitmap_t **x);
-
-/**
- * Computes the  difference (andnot) between two bitmaps
- * and returns new bitmap. The caller is responsible for memory management.
- */
-roaring_bitmap_t *roaring_bitmap_andnot(const roaring_bitmap_t *x1,
-                                        const roaring_bitmap_t *x2);
-
-/**
- * Inplace version of roaring_bitmap_andnot, modifies x1. x1 != x2.
- *
- */
-void roaring_bitmap_andnot_inplace(roaring_bitmap_t *x1,
-                                   const roaring_bitmap_t *x2);
-
-/**
- * TODO: consider implementing:
- * Compute the xor of 'number' bitmaps using a heap. This can
- * sometimes be faster than roaring_bitmap_xor_many which uses
- * a naive algorithm. Caller is responsible for freeing the
- * result.
- *
- * roaring_bitmap_t *roaring_bitmap_xor_many_heap(uint32_t number,
- *                                              const roaring_bitmap_t **x);
- */
-
-/**
- * Frees the memory.
- */
-void roaring_bitmap_free(roaring_bitmap_t *r);
-
-/**
- * Add value n_args from pointer vals, faster than repeatedly calling
- * roaring_bitmap_add
- *
- */
-void roaring_bitmap_add_many(roaring_bitmap_t *r, size_t n_args,
-                             const uint32_t *vals);
-
-/**
- * Add value x
- *
- */
-void roaring_bitmap_add(roaring_bitmap_t *r, uint32_t x);
-
-/**
- * Add value x
- * Returns true if a new value was added, false if the value was already existing.
- */
-bool roaring_bitmap_add_checked(roaring_bitmap_t *r, uint32_t x);
-
-/**
- * Add all values in range [min, max]
- */
-void roaring_bitmap_add_range_closed(roaring_bitmap_t *ra, uint32_t min, uint32_t max);
-
-/**
- * Add all values in range [min, max)
- */
-inline void roaring_bitmap_add_range(roaring_bitmap_t *ra, uint64_t min, uint64_t max) {
-  if(max == min) return;
-  roaring_bitmap_add_range_closed(ra, (uint32_t)min, (uint32_t)(max - 1));
-}
-
-/**
- * Remove value x
- *
- */
-void roaring_bitmap_remove(roaring_bitmap_t *r, uint32_t x);
-
-/** Remove all values in range [min, max] */
-void roaring_bitmap_remove_range_closed(roaring_bitmap_t *ra, uint32_t min, uint32_t max);
-
-/** Remove all values in range [min, max) */
-inline void roaring_bitmap_remove_range(roaring_bitmap_t *ra, uint64_t min, uint64_t max) {
-    if(max == min) return;
-    roaring_bitmap_remove_range_closed(ra, (uint32_t)min, (uint32_t)(max - 1));
-}
-
-/** Remove multiple values */
-void roaring_bitmap_remove_many(roaring_bitmap_t *r, size_t n_args,
-                                const uint32_t *vals);
-
-/**
- * Remove value x
- * Returns true if a new value was removed, false if the value was not existing.
- */
-bool roaring_bitmap_remove_checked(roaring_bitmap_t *r, uint32_t x);
-
-/**
- * Check if value x is present
- */
-inline bool roaring_bitmap_contains(const roaring_bitmap_t *r, uint32_t val) {
-    const uint16_t hb = val >> 16;
-    /*
-     * the next function call involves a binary search and lots of branching.
-     */
-    int32_t i = ra_get_index(&r->high_low_container, hb);
-    if (i < 0) return false;
-
-    uint8_t typecode;
-    // next call ought to be cheap
-    void *container =
-        ra_get_container_at_index(&r->high_low_container, i, &typecode);
-    // rest might be a tad expensive, possibly involving another round of binary search
-    return container_contains(container, val & 0xFFFF, typecode);
-}
-
-/**
- * Check whether a range of values from range_start (included) to range_end (excluded) is present
- */
-bool roaring_bitmap_contains_range(const roaring_bitmap_t *r, uint64_t range_start, uint64_t range_end);
-
-/**
- * Get the cardinality of the bitmap (number of elements).
- */
-uint64_t roaring_bitmap_get_cardinality(const roaring_bitmap_t *ra);
-
-/**
- * Returns number of elements in range [range_start, range_end).
- */
-uint64_t roaring_bitmap_range_cardinality(const roaring_bitmap_t *ra,
-                                          uint64_t range_start, uint64_t range_end);
-
-/**
-* Returns true if the bitmap is empty (cardinality is zero).
-*/
-bool roaring_bitmap_is_empty(const roaring_bitmap_t *ra);
-
-
-/**
-* Empties the bitmap
-*/
-void roaring_bitmap_clear(roaring_bitmap_t *ra);
-
-/**
- * Convert the bitmap to an array. Write the output to "ans",
- * caller is responsible to ensure that there is enough memory
- * allocated
- * (e.g., ans = malloc(roaring_bitmap_get_cardinality(mybitmap)
- *   * sizeof(uint32_t))
- */
-void roaring_bitmap_to_uint32_array(const roaring_bitmap_t *ra, uint32_t *ans);
-
-
-/**
- * Convert the bitmap to an array from "offset" by "limit". Write the output to "ans".
- * so, you can get data in paging.
- * caller is responsible to ensure that there is enough memory
- * allocated
- * (e.g., ans = malloc(roaring_bitmap_get_cardinality(limit)
- *   * sizeof(uint32_t))
- * Return false in case of failure (e.g., insufficient memory)
- */
-bool roaring_bitmap_range_uint32_array(const roaring_bitmap_t *ra, size_t offset, size_t limit, uint32_t *ans);
-
-/**
- *  Remove run-length encoding even when it is more space efficient
- *  return whether a change was applied
- */
-bool roaring_bitmap_remove_run_compression(roaring_bitmap_t *r);
-
-/** convert array and bitmap containers to run containers when it is more
- * efficient;
- * also convert from run containers when more space efficient.  Returns
- * true if the result has at least one run container.
- * Additional savings might be possible by calling shrinkToFit().
- */
-bool roaring_bitmap_run_optimize(roaring_bitmap_t *r);
-
-/**
- * If needed, reallocate memory to shrink the memory usage. Returns
- * the number of bytes saved.
-*/
-size_t roaring_bitmap_shrink_to_fit(roaring_bitmap_t *r);
-
-/**
-* write the bitmap to an output pointer, this output buffer should refer to
-* at least roaring_bitmap_size_in_bytes(ra) allocated bytes.
-*
-* see roaring_bitmap_portable_serialize if you want a format that's compatible
-* with Java and Go implementations
-*
-* this format has the benefit of being sometimes more space efficient than
-* roaring_bitmap_portable_serialize
-* e.g., when the data is sparse.
-*
-* Returns how many bytes were written which should be
-* roaring_bitmap_size_in_bytes(ra).
-*/
-size_t roaring_bitmap_serialize(const roaring_bitmap_t *ra, char *buf);
-
-/**  use with roaring_bitmap_serialize
-* see roaring_bitmap_portable_deserialize if you want a format that's
-* compatible with Java and Go implementations
-*/
-roaring_bitmap_t *roaring_bitmap_deserialize(const void *buf);
-
-/**
- * How many bytes are required to serialize this bitmap (NOT compatible
- * with Java and Go versions)
- */
-size_t roaring_bitmap_size_in_bytes(const roaring_bitmap_t *ra);
-
-/**
- * read a bitmap from a serialized version. This is meant to be compatible with
- * the Java and Go versions. See format specification at
- * https://github.com/RoaringBitmap/RoaringFormatSpec
- * In case of failure, a null pointer is returned.
- * This function is unsafe in the sense that if there is no valid serialized
- * bitmap at the pointer, then many bytes could be read, possibly causing a buffer
- * overflow. For a safer approach,
- * call roaring_bitmap_portable_deserialize_safe.
- */
-roaring_bitmap_t *roaring_bitmap_portable_deserialize(const char *buf);
-
-/**
- * read a bitmap from a serialized version in a safe manner (reading up to maxbytes).
- * This is meant to be compatible with
- * the Java and Go versions. See format specification at
- * https://github.com/RoaringBitmap/RoaringFormatSpec
- * In case of failure, a null pointer is returned.
- */
-roaring_bitmap_t *roaring_bitmap_portable_deserialize_safe(const char *buf, size_t maxbytes);
-
-/**
- * Check how many bytes would be read (up to maxbytes) at this pointer if there
- * is a bitmap, returns zero if there is no valid bitmap.
- * This is meant to be compatible with
- * the Java and Go versions. See format specification at
- * https://github.com/RoaringBitmap/RoaringFormatSpec
- */
-size_t roaring_bitmap_portable_deserialize_size(const char *buf, size_t maxbytes);
-
-
-/**
- * How many bytes are required to serialize this bitmap (meant to be compatible
- * with Java and Go versions).  See format specification at
- * https://github.com/RoaringBitmap/RoaringFormatSpec
- */
-size_t roaring_bitmap_portable_size_in_bytes(const roaring_bitmap_t *ra);
-
-/**
- * write a bitmap to a char buffer.  The output buffer should refer to at least
- *  roaring_bitmap_portable_size_in_bytes(ra) bytes of allocated memory.
- * This is meant to be compatible with
- * the
- * Java and Go versions. Returns how many bytes were written which should be
- * roaring_bitmap_portable_size_in_bytes(ra).  See format specification at
- * https://github.com/RoaringBitmap/RoaringFormatSpec
- */
-size_t roaring_bitmap_portable_serialize(const roaring_bitmap_t *ra, char *buf);
-
-/**
- * Iterate over the bitmap elements. The function iterator is called once for
- *  all the values with ptr (can be NULL) as the second parameter of each call.
- *
- *  roaring_iterator is simply a pointer to a function that returns bool
- *  (true means that the iteration should continue while false means that it
- * should stop),
- *  and takes (uint32_t,void*) as inputs.
- *
- *  Returns true if the roaring_iterator returned true throughout (so that
- *  all data points were necessarily visited).
- */
-bool roaring_iterate(const roaring_bitmap_t *ra, roaring_iterator iterator,
-                     void *ptr);
-
-bool roaring_iterate64(const roaring_bitmap_t *ra, roaring_iterator64 iterator,
-                       uint64_t high_bits, void *ptr);
-
-/**
- * Return true if the two bitmaps contain the same elements.
- */
-bool roaring_bitmap_equals(const roaring_bitmap_t *ra1,
-                           const roaring_bitmap_t *ra2);
-
-/**
- * Return true if all the elements of ra1 are also in ra2.
- */
-bool roaring_bitmap_is_subset(const roaring_bitmap_t *ra1,
-                              const roaring_bitmap_t *ra2);
-
-/**
- * Return true if all the elements of ra1 are also in ra2 and ra2 is strictly
- * greater
- * than ra1.
- */
-bool roaring_bitmap_is_strict_subset(const roaring_bitmap_t *ra1,
-                                            const roaring_bitmap_t *ra2);
-
-/**
- * (For expert users who seek high performance.)
- *
- * Computes the union between two bitmaps and returns new bitmap. The caller is
- * responsible for memory management.
- *
- * The lazy version defers some computations such as the maintenance of the
- * cardinality counts. Thus you need
- * to call roaring_bitmap_repair_after_lazy after executing "lazy" computations.
- * It is safe to repeatedly call roaring_bitmap_lazy_or_inplace on the result.
- * The bitsetconversion conversion is a flag which determines
- * whether container-container operations force a bitset conversion.
- **/
-roaring_bitmap_t *roaring_bitmap_lazy_or(const roaring_bitmap_t *x1,
-                                         const roaring_bitmap_t *x2,
-                                         const bool bitsetconversion);
-
-/**
- * (For expert users who seek high performance.)
- * Inplace version of roaring_bitmap_lazy_or, modifies x1
- * The bitsetconversion conversion is a flag which determines
- * whether container-container operations force a bitset conversion.
- */
-void roaring_bitmap_lazy_or_inplace(roaring_bitmap_t *x1,
-                                    const roaring_bitmap_t *x2,
-                                    const bool bitsetconversion);
-
-/**
- * (For expert users who seek high performance.)
- *
- * Execute maintenance operations on a bitmap created from
- * roaring_bitmap_lazy_or
- * or modified with roaring_bitmap_lazy_or_inplace.
- */
-void roaring_bitmap_repair_after_lazy(roaring_bitmap_t *x1);
-
-/**
- * Computes the symmetric difference between two bitmaps and returns new bitmap.
- *The caller is
- * responsible for memory management.
- *
- * The lazy version defers some computations such as the maintenance of the
- * cardinality counts. Thus you need
- * to call roaring_bitmap_repair_after_lazy after executing "lazy" computations.
- * It is safe to repeatedly call roaring_bitmap_lazy_xor_inplace on the result.
- *
- */
-roaring_bitmap_t *roaring_bitmap_lazy_xor(const roaring_bitmap_t *x1,
-                                          const roaring_bitmap_t *x2);
-
-/**
- * (For expert users who seek high performance.)
- * Inplace version of roaring_bitmap_lazy_xor, modifies x1. x1 != x2
- *
- */
-void roaring_bitmap_lazy_xor_inplace(roaring_bitmap_t *x1,
-                                     const roaring_bitmap_t *x2);
-
-/**
- * compute the negation of the roaring bitmap within a specified
- * interval: [range_start, range_end). The number of negated values is
- * range_end - range_start.
- * Areas outside the range are passed through unchanged.
- */
-
-roaring_bitmap_t *roaring_bitmap_flip(const roaring_bitmap_t *x1,
-                                      uint64_t range_start, uint64_t range_end);
-
-/**
- * compute (in place) the negation of the roaring bitmap within a specified
- * interval: [range_start, range_end). The number of negated values is
- * range_end - range_start.
- * Areas outside the range are passed through unchanged.
- */
-
-void roaring_bitmap_flip_inplace(roaring_bitmap_t *x1, uint64_t range_start,
-                                 uint64_t range_end);
-
-/**
- * If the size of the roaring bitmap is strictly greater than rank, then this
-   function returns true and set element to the element of given rank.
-   Otherwise, it returns false.
- */
-bool roaring_bitmap_select(const roaring_bitmap_t *ra, uint32_t rank,
-                           uint32_t *element);
-/**
-* roaring_bitmap_rank returns the number of integers that are smaller or equal
-* to x.
-*/
-uint64_t roaring_bitmap_rank(const roaring_bitmap_t *bm, uint32_t x);
-
-/**
-* roaring_bitmap_smallest returns the smallest value in the set.
-* Returns UINT32_MAX if the set is empty.
-*/
-uint32_t roaring_bitmap_minimum(const roaring_bitmap_t *bm);
-
-/**
-* roaring_bitmap_smallest returns the greatest value in the set.
-* Returns 0 if the set is empty.
-*/
-uint32_t roaring_bitmap_maximum(const roaring_bitmap_t *bm);
-
-/**
-*  (For advanced users.)
-* Collect statistics about the bitmap, see roaring_types.h for
-* a description of roaring_statistics_t
-*/
-void roaring_bitmap_statistics(const roaring_bitmap_t *ra,
-                               roaring_statistics_t *stat);
-
-/*********************
-* What follows is code use to iterate through values in a roaring bitmap
-
-roaring_bitmap_t *ra =...
-roaring_uint32_iterator_t   i;
-roaring_create_iterator(ra, &i);
-while(i.has_value) {
-  printf("value = %d\n", i.current_value);
-  roaring_advance_uint32_iterator(&i);
-}
-
-Obviously, if you modify the underlying bitmap, the iterator
-becomes invalid. So don't.
-*/
-
-typedef struct roaring_uint32_iterator_s {
-    const roaring_bitmap_t *parent;  // owner
-    int32_t container_index;         // point to the current container index
-    int32_t in_container_index;  // for bitset and array container, this is out
-                                 // index
-    int32_t run_index;           // for run container, this points  at the run
-    uint32_t in_run_index;  // within a run, this is our index (points at the
-                            // end of the current run)
-
-    uint32_t current_value;
-    bool has_value;
-
-    const void
-        *container;  // should be:
-                     // parent->high_low_container.containers[container_index];
-    uint8_t typecode;  // should be:
-                       // parent->high_low_container.typecodes[container_index];
-    uint32_t highbits;  // should be:
-                        // parent->high_low_container.keys[container_index]) <<
-                        // 16;
-
-} roaring_uint32_iterator_t;
-
-/**
-* Initialize an iterator object that can be used to iterate through the
-* values.  If there is a  value, then it->has_value is true.
-* The first value is in it->current_value. The iterator traverses the values
-* in increasing order.
-*/
-void roaring_init_iterator(const roaring_bitmap_t *ra,
-                           roaring_uint32_iterator_t *newit);
-
-/**
-* Create an iterator object that can be used to iterate through the
-* values. Caller is responsible for calling roaring_free_iterator.
-* The iterator is initialized. If there is a  value, then it->has_value is true.
-* The first value is in it->current_value. The iterator traverses the values
-* in increasing order.
-*
-* This function calls roaring_init_iterator.
-*/
-roaring_uint32_iterator_t *roaring_create_iterator(const roaring_bitmap_t *ra);
-
-/**
-* Advance the iterator. If there is a new value, then it->has_value is true.
-* The new value is in it->current_value. Values are traversed in increasing
-* orders. For convenience, returns it->has_value.
-*/
-bool roaring_advance_uint32_iterator(roaring_uint32_iterator_t *it);
-
-/**
-* Move the iterator to the first value >= val. If there is a such a value, then it->has_value is true.
-* The new value is in it->current_value. For convenience, returns it->has_value.
-*/
-bool roaring_move_uint32_iterator_equalorlarger(roaring_uint32_iterator_t *it, uint32_t val) ;
-/**
-* Creates a copy of an iterator.
-* Caller must free it.
-*/
-roaring_uint32_iterator_t *roaring_copy_uint32_iterator(
-    const roaring_uint32_iterator_t *it);
-
-/**
-* Free memory following roaring_create_iterator
-*/
-void roaring_free_uint32_iterator(roaring_uint32_iterator_t *it);
-
-/*
- * Reads next ${count} values from iterator into user-supplied ${buf}.
- * Returns the number of read elements.
- * This number can be smaller than ${count}, which means that iterator is drained.
- *
- * This function satisfies semantics of iteration and can be used together with
- * other iterator functions.
- *  - first value is copied from ${it}->current_value
- *  - after function returns, iterator is positioned at the next element
- */
-uint32_t roaring_read_uint32_iterator(roaring_uint32_iterator_t *it, uint32_t* buf, uint32_t count);
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif
-
-/* end file /opt/bitmap/CRoaring-0.2.57/include/roaring/roaring.h */
diff --git a/contrib/croaring/roaring/roaring.hh b/contrib/croaring/roaring/roaring.hh
deleted file mode 100644
index 6266fff2758..00000000000
--- a/contrib/croaring/roaring/roaring.hh
+++ /dev/null
@@ -1,1732 +0,0 @@
-/* auto-generated on Tue Dec 18 09:42:59 CST 2018. Do not edit! */
-#include "roaring.h"
-/* begin file /opt/bitmap/CRoaring-0.2.57/cpp/roaring.hh */
-/*
-A C++ header for Roaring Bitmaps.
-*/
-#ifndef INCLUDE_ROARING_HH_
-#define INCLUDE_ROARING_HH_
-
-#include <stdarg.h>
-
-#include <algorithm>
-#include <new>
-#include <stdexcept>
-#include <string>
-
-class RoaringSetBitForwardIterator;
-
-class Roaring {
-   public:
-    /**
-     * Create an empty bitmap
-     */
-    Roaring() {
-        bool is_ok = ra_init(&roaring.high_low_container);
-        if (!is_ok) {
-            throw std::runtime_error("failed memory alloc in constructor");
-        }
-        roaring.copy_on_write = false;
-    }
-
-    /**
-     * Construct a bitmap from a list of integer values.
-     */
-    Roaring(size_t n, const uint32_t *data) : Roaring() {
-        roaring_bitmap_add_many(&roaring, n, data);
-    }
-
-    /**
-     * Copy constructor
-     */
-    Roaring(const Roaring &r) {
-        bool is_ok =
-            ra_copy(&r.roaring.high_low_container, &roaring.high_low_container,
-                    r.roaring.copy_on_write);
-        if (!is_ok) {
-            throw std::runtime_error("failed memory alloc in constructor");
-        }
-        roaring.copy_on_write = r.roaring.copy_on_write;
-    }
-
-    /**
-     * Move constructor. The moved object remains valid, i.e.
-     * all methods can still be called on it.
-     */
-    Roaring(Roaring &&r) {
-        roaring = std::move(r.roaring);
-
-        // left the moved object in a valid state
-        bool is_ok = ra_init_with_capacity(&r.roaring.high_low_container, 1);
-        if (!is_ok) {
-            throw std::runtime_error("failed memory alloc in constructor");
-        }
-    }
-
-    /**
-     * Construct a roaring object from the C struct.
-     *
-     * Passing a NULL point is unsafe.
-     * the pointer to the C struct will be invalid after the call.
-     */
-    Roaring(roaring_bitmap_t *s) {
-        // steal the interior struct
-        roaring.high_low_container = s->high_low_container;
-        roaring.copy_on_write = s->copy_on_write;
-        // deallocate the old container
-        free(s);
-    }
-
-    /**
-     * Construct a bitmap from a list of integer values.
-     */
-    static Roaring bitmapOf(size_t n, ...) {
-        Roaring ans;
-        va_list vl;
-        va_start(vl, n);
-        for (size_t i = 0; i < n; i++) {
-            ans.add(va_arg(vl, uint32_t));
-        }
-        va_end(vl);
-        return ans;
-    }
-
-    /**
-     * Add value x
-     *
-     */
-    void add(uint32_t x) { roaring_bitmap_add(&roaring, x); }
-
-    /**
-     * Add value x
-     * Returns true if a new value was added, false if the value was already existing.
-     */
-    bool addChecked(uint32_t x) { 
-        return roaring_bitmap_add_checked(&roaring, x);
-    }
-
-    /**
-    * add if all values from x (included) to y (excluded)
-    */
-    void addRange(const uint64_t x, const uint64_t y)  {
-        return roaring_bitmap_add_range(&roaring, x, y);
-    }
-
-    /**
-     * Add value n_args from pointer vals
-     *
-     */
-    void addMany(size_t n_args, const uint32_t *vals) {
-        roaring_bitmap_add_many(&roaring, n_args, vals);
-    }
-
-    /**
-     * Remove value x
-     *
-     */
-    void remove(uint32_t x) { roaring_bitmap_remove(&roaring, x); }
-
-    /**
-     * Remove value x
-     * Returns true if a new value was removed, false if the value was not existing.
-     */
-    bool removeChecked(uint32_t x) {
-        return roaring_bitmap_remove_checked(&roaring, x);
-    }
-
-    /**
-     * Return the largest value (if not empty)
-     *
-     */
-    uint32_t maximum() const { return roaring_bitmap_maximum(&roaring); }
-
-    /**
-    * Return the smallest value (if not empty)
-    *
-    */
-    uint32_t minimum() const { return roaring_bitmap_minimum(&roaring); }
-
-    /**
-     * Check if value x is present
-     */
-    bool contains(uint32_t x) const {
-        return roaring_bitmap_contains(&roaring, x);
-    }
-
-    /**
-    * Check if all values from x (included) to y (excluded) are present
-    */
-    bool containsRange(const uint64_t x, const uint64_t y) const {
-        return roaring_bitmap_contains_range(&roaring, x, y);
-    }
-
-    /**
-     * Destructor
-     */
-    ~Roaring() { ra_clear(&roaring.high_low_container); }
-
-    /**
-     * Copies the content of the provided bitmap, and
-     * discard the current content.
-     */
-    Roaring &operator=(const Roaring &r) {
-        ra_clear(&roaring.high_low_container);
-        bool is_ok =
-            ra_copy(&r.roaring.high_low_container, &roaring.high_low_container,
-                    r.roaring.copy_on_write);
-        if (!is_ok) {
-            throw std::runtime_error("failed memory alloc in assignment");
-        }
-        roaring.copy_on_write = r.roaring.copy_on_write;
-        return *this;
-    }
-
-    /**
-     * Moves the content of the provided bitmap, and
-     * discard the current content.
-     */
-    Roaring &operator=(Roaring &&r) {
-        ra_clear(&roaring.high_low_container);
-
-        roaring = std::move(r.roaring);
-        bool is_ok = ra_init_with_capacity(&r.roaring.high_low_container, 1);
-        if (!is_ok) {
-            throw std::runtime_error("failed memory alloc in assignment");
-        }
-
-        return *this;
-    }
-
-    /**
-     * Compute the intersection between the current bitmap and the provided
-     * bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     */
-    Roaring &operator&=(const Roaring &r) {
-        roaring_bitmap_and_inplace(&roaring, &r.roaring);
-        return *this;
-    }
-
-    /**
-     * Compute the difference between the current bitmap and the provided
-     * bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     */
-    Roaring &operator-=(const Roaring &r) {
-        roaring_bitmap_andnot_inplace(&roaring, &r.roaring);
-        return *this;
-    }
-
-    /**
-     * Compute the union between the current bitmap and the provided bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     *
-     * See also the fastunion function to aggregate many bitmaps more quickly.
-     */
-    Roaring &operator|=(const Roaring &r) {
-        roaring_bitmap_or_inplace(&roaring, &r.roaring);
-        return *this;
-    }
-
-    /**
-     * Compute the symmetric union between the current bitmap and the provided
-     * bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     */
-    Roaring &operator^=(const Roaring &r) {
-        roaring_bitmap_xor_inplace(&roaring, &r.roaring);
-        return *this;
-    }
-
-    /**
-     * Exchange the content of this bitmap with another.
-     */
-    void swap(Roaring &r) { std::swap(r.roaring, roaring); }
-
-    /**
-     * Get the cardinality of the bitmap (number of elements).
-     */
-    uint64_t cardinality() const {
-        return roaring_bitmap_get_cardinality(&roaring);
-    }
-
-    /**
-    * Returns true if the bitmap is empty (cardinality is zero).
-    */
-    bool isEmpty() const { return roaring_bitmap_is_empty(&roaring); }
-
-    /**
-    * Returns true if the bitmap is subset of the other.
-    */
-    bool isSubset(const Roaring &r) const {
-        return roaring_bitmap_is_subset(&roaring, &r.roaring);
-    }
-
-    /**
-    * Returns true if the bitmap is strict subset of the other.
-    */
-    bool isStrictSubset(const Roaring &r) const {
-        return roaring_bitmap_is_strict_subset(&roaring, &r.roaring);
-    }
-
-    /**
-     * Convert the bitmap to an array. Write the output to "ans",
-     * caller is responsible to ensure that there is enough memory
-     * allocated
-     * (e.g., ans = new uint32[mybitmap.cardinality()];)
-     */
-    void toUint32Array(uint32_t *ans) const {
-        roaring_bitmap_to_uint32_array(&roaring, ans);
-    }
-    /**
-     * to int array with pagination
-     * 
-     */
-    void rangeUint32Array(uint32_t *ans, size_t offset, size_t limit) const {
-        roaring_bitmap_range_uint32_array(&roaring, offset, limit, ans);
-    }
-
-    /**
-     * Return true if the two bitmaps contain the same elements.
-     */
-    bool operator==(const Roaring &r) const {
-        return roaring_bitmap_equals(&roaring, &r.roaring);
-    }
-
-    /**
-     * compute the negation of the roaring bitmap within a specified interval.
-     * areas outside the range are passed through unchanged.
-     */
-    void flip(uint64_t range_start, uint64_t range_end) {
-        roaring_bitmap_flip_inplace(&roaring, range_start, range_end);
-    }
-
-    /**
-     *  Remove run-length encoding even when it is more space efficient
-     *  return whether a change was applied
-     */
-    bool removeRunCompression() {
-        return roaring_bitmap_remove_run_compression(&roaring);
-    }
-
-    /** convert array and bitmap containers to run containers when it is more
-     * efficient;
-     * also convert from run containers when more space efficient.  Returns
-     * true if the result has at least one run container.
-     * Additional savings might be possible by calling shrinkToFit().
-     */
-    bool runOptimize() { return roaring_bitmap_run_optimize(&roaring); }
-
-    /**
-     * If needed, reallocate memory to shrink the memory usage. Returns
-     * the number of bytes saved.
-    */
-    size_t shrinkToFit() { return roaring_bitmap_shrink_to_fit(&roaring); }
-
-    /**
-     * Iterate over the bitmap elements. The function iterator is called once for
-     * all the values with ptr (can be NULL) as the second parameter of each call.
-     *
-     * roaring_iterator is simply a pointer to a function that returns bool
-     * (true means that the iteration should continue while false means that it
-     * should stop), and takes (uint32_t,void*) as inputs.
-     */
-    void iterate(roaring_iterator iterator, void *ptr) const {
-        roaring_iterate(&roaring, iterator, ptr);
-    }
-
-    /**
-     * If the size of the roaring bitmap is strictly greater than rank, then
-     * this function returns true and set element to the element of given rank.
-     *   Otherwise, it returns false.
-     */
-    bool select(uint32_t rnk, uint32_t *element) const {
-        return roaring_bitmap_select(&roaring, rnk, element);
-    }
-
-    /**
-     * Computes the size of the intersection between two bitmaps.
-     *
-     */
-    uint64_t and_cardinality(const Roaring &r) const {
-        return roaring_bitmap_and_cardinality(&roaring, &r.roaring);
-    }
-
-    /**
-     * Check whether the two bitmaps intersect.
-     *
-     */
-    bool intersect(const Roaring &r) const {
-    	 return roaring_bitmap_intersect(&roaring, &r.roaring);
-    }
-
-    /**
-     * Computes the Jaccard index between two bitmaps. (Also known as the
-     * Tanimoto distance,
-     * or the Jaccard similarity coefficient)
-     *
-     * The Jaccard index is undefined if both bitmaps are empty.
-     *
-     */
-    double jaccard_index(const Roaring &r) const {
-        return roaring_bitmap_jaccard_index(&roaring, &r.roaring);
-    }
-
-    /**
-     * Computes the size of the union between two bitmaps.
-     *
-     */
-    uint64_t or_cardinality(const Roaring &r) const {
-        return roaring_bitmap_or_cardinality(&roaring, &r.roaring);
-    }
-
-    /**
-     * Computes the size of the difference (andnot) between two bitmaps.
-     *
-     */
-    uint64_t andnot_cardinality(const Roaring &r) const {
-        return roaring_bitmap_andnot_cardinality(&roaring, &r.roaring);
-    }
-
-    /**
-     * Computes the size of the symmetric difference (andnot) between two
-     * bitmaps.
-     *
-     */
-    uint64_t xor_cardinality(const Roaring &r) const {
-        return roaring_bitmap_xor_cardinality(&roaring, &r.roaring);
-    }
-
-    /**
-    * Returns the number of integers that are smaller or equal to x.
-    */
-    uint64_t rank(uint32_t x) const { return roaring_bitmap_rank(&roaring, x); }
-
-    /**
-    * write a bitmap to a char buffer. This is meant to be compatible with
-    * the
-    * Java and Go versions. Returns how many bytes were written which should be
-    * getSizeInBytes().
-    *
-    * Setting the portable flag to false enable a custom format that
-    * can save space compared to the portable format (e.g., for very
-    * sparse bitmaps).
-    *
-    * Boost users can serialize bitmaps in this manner:
-    *
-    *       BOOST_SERIALIZATION_SPLIT_FREE(Roaring)
-    *       namespace boost {
-    *       namespace serialization {
-    *
-    *       template <class Archive>
-    *       void save(Archive& ar, const Roaring& bitmask, 
-    *          const unsigned int version) {
-    *         std::size_t expected_size_in_bytes = bitmask.getSizeInBytes();
-    *         std::vector<char> buffer(expected_size_in_bytes);
-    *         std::size_t       size_in_bytes = bitmask.write(buffer.data());
-    *
-    *         ar& size_in_bytes;
-    *         ar& boost::serialization::make_binary_object(buffer.data(), 
-    *             size_in_bytes);
-    *      }
-    *      template <class Archive>
-    *      void load(Archive& ar, Roaring& bitmask, 
-    *          const unsigned int version) {
-    *         std::size_t size_in_bytes = 0;
-    *         ar& size_in_bytes;
-    *         std::vector<char> buffer(size_in_bytes);
-    *         ar&  boost::serialization::make_binary_object(buffer.data(),
-    *            size_in_bytes);
-    *         bitmask = Roaring::readSafe(buffer.data(), size_in_bytes);
-    *}
-    *}  // namespace serialization
-    *}  // namespace boost
-    */
-    size_t write(char *buf, bool portable = true) const {
-        if (portable)
-            return roaring_bitmap_portable_serialize(&roaring, buf);
-        else
-            return roaring_bitmap_serialize(&roaring, buf);
-    }
-
-    /**
-     * read a bitmap from a serialized version. This is meant to be compatible
-     * with the Java and Go versions.
-     *
-     * Setting the portable flag to false enable a custom format that
-     * can save space compared to the portable format (e.g., for very
-     * sparse bitmaps).
-     *
-     * This function is unsafe in the sense that if you provide bad data,
-     * many, many bytes could be read. See also readSafe.
-     */
-    static Roaring read(const char *buf, bool portable = true) {
-        roaring_bitmap_t * r = portable ? roaring_bitmap_portable_deserialize(buf) : roaring_bitmap_deserialize(buf);
-        if (r == NULL) {
-            throw std::runtime_error("failed alloc while reading");
-        }
-        return Roaring(r);
-    }
-    /**
-     * read a bitmap from a serialized version, reading no more than maxbytes bytes.
-     * This is meant to be compatible with the Java and Go versions.
-     *
-     */
-    static Roaring readSafe(const char *buf, size_t maxbytes) {
-        roaring_bitmap_t * r = roaring_bitmap_portable_deserialize_safe(buf,maxbytes);
-        if (r == NULL) {
-            throw std::runtime_error("failed alloc while reading");
-        }
-        return Roaring(r);
-    }
-    /**
-     * How many bytes are required to serialize this bitmap (meant to be
-     * compatible
-     * with Java and Go versions)
-     *
-     * Setting the portable flag to false enable a custom format that
-     * can save space compared to the portable format (e.g., for very
-     * sparse bitmaps).
-     */
-    size_t getSizeInBytes(bool portable = true) const {
-        if (portable)
-            return roaring_bitmap_portable_size_in_bytes(&roaring);
-        else
-            return roaring_bitmap_size_in_bytes(&roaring);
-    }
-
-    /**
-     * Computes the intersection between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring operator&(const Roaring &o) const {
-        roaring_bitmap_t *r = roaring_bitmap_and(&roaring, &o.roaring);
-        if (r == NULL) {
-            throw std::runtime_error("failed materalization in and");
-        }
-        return Roaring(r);
-    }
-
-    /**
-     * Computes the difference between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring operator-(const Roaring &o) const {
-        roaring_bitmap_t *r = roaring_bitmap_andnot(&roaring, &o.roaring);
-        if (r == NULL) {
-            throw std::runtime_error("failed materalization in andnot");
-        }
-        return Roaring(r);
-    }
-
-    /**
-     * Computes the union between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring operator|(const Roaring &o) const {
-        roaring_bitmap_t *r = roaring_bitmap_or(&roaring, &o.roaring);
-        if (r == NULL) {
-            throw std::runtime_error("failed materalization in or");
-        }
-        return Roaring(r);
-    }
-
-    /**
-     * Computes the symmetric union between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring operator^(const Roaring &o) const {
-        roaring_bitmap_t *r = roaring_bitmap_xor(&roaring, &o.roaring);
-        if (r == NULL) {
-            throw std::runtime_error("failed materalization in xor");
-        }
-        return Roaring(r);
-    }
-
-    /**
-     * Whether or not we apply copy and write.
-     */
-    void setCopyOnWrite(bool val) { roaring.copy_on_write = val; }
-
-    /**
-     * Print the content of the bitmap
-     */
-    void printf() const { roaring_bitmap_printf(&roaring); }
-
-    /**
-     * Print the content of the bitmap into a string
-     */
-    std::string toString() const {
-        struct iter_data {
-            std::string str;
-            char first_char = '{';
-        } outer_iter_data;
-        if (!isEmpty()) {
-            iterate(
-                [](uint32_t value, void *inner_iter_data) -> bool {
-                    ((iter_data *)inner_iter_data)->str +=
-                        ((iter_data *)inner_iter_data)->first_char;
-                    ((iter_data *)inner_iter_data)->str +=
-                        std::to_string(value);
-                    ((iter_data *)inner_iter_data)->first_char = ',';
-                    return true;
-                },
-                (void *)&outer_iter_data);
-        } else
-            outer_iter_data.str = '{';
-        outer_iter_data.str += '}';
-        return outer_iter_data.str;
-    }
-
-    /**
-     * Whether or not copy and write is active.
-     */
-    bool getCopyOnWrite() const { return roaring.copy_on_write; }
-
-    /**
-     * computes the logical or (union) between "n" bitmaps (referenced by a
-     * pointer).
-     */
-    static Roaring fastunion(size_t n, const Roaring **inputs) {
-        const roaring_bitmap_t **x =
-            (const roaring_bitmap_t **)malloc(n * sizeof(roaring_bitmap_t *));
-        if (x == NULL) {
-            throw std::runtime_error("failed memory alloc in fastunion");
-        }
-        for (size_t k = 0; k < n; ++k) x[k] = &inputs[k]->roaring;
-
-        roaring_bitmap_t *c_ans = roaring_bitmap_or_many(n, x);
-        if (c_ans == NULL) {
-            free(x);
-            throw std::runtime_error("failed memory alloc in fastunion");
-        }
-        Roaring ans(c_ans);
-        free(x);
-        return ans;
-    }
-
-    typedef RoaringSetBitForwardIterator const_iterator;
-
-    /**
-    * Returns an iterator that can be used to access the position of the
-    * set bits. The running time complexity of a full scan is proportional to
-    * the
-    * number
-    * of set bits: be aware that if you have long strings of 1s, this can be
-    * very inefficient.
-    *
-    * It can be much faster to use the toArray method if you want to
-    * retrieve the set bits.
-    */
-    const_iterator begin() const;
-
-    /**
-    * A bogus iterator that can be used together with begin()
-    * for constructions such as for(auto i = b.begin();
-    * i!=b.end(); ++i) {}
-    */
-    const_iterator &end() const;
-
-    roaring_bitmap_t roaring;
-};
-
-/**
- * Used to go through the set bits. Not optimally fast, but convenient.
- */
-class RoaringSetBitForwardIterator final {
-   public:
-    typedef std::forward_iterator_tag iterator_category;
-    typedef uint32_t *pointer;
-    typedef uint32_t &reference_type;
-    typedef uint32_t value_type;
-    typedef int32_t difference_type;
-    typedef RoaringSetBitForwardIterator type_of_iterator;
-
-    /**
-     * Provides the location of the set bit.
-     */
-    value_type operator*() const { return i.current_value; }
-
-    bool operator<(const type_of_iterator &o) {
-        if (!i.has_value) return false;
-        if (!o.i.has_value) return true;
-        return i.current_value < *o;
-    }
-
-    bool operator<=(const type_of_iterator &o) {
-        if (!o.i.has_value) return true;
-        if (!i.has_value) return false;
-        return i.current_value <= *o;
-    }
-
-    bool operator>(const type_of_iterator &o) {
-        if (!o.i.has_value) return false;
-        if (!i.has_value) return true;
-        return i.current_value > *o;
-    }
-
-    bool operator>=(const type_of_iterator &o) {
-        if (!i.has_value) return true;
-        if (!o.i.has_value) return false;
-        return i.current_value >= *o;
-    }
-
-    /**
-    * Move the iterator to the first value >= val.
-    */
-    void equalorlarger(uint32_t val) {
-      roaring_move_uint32_iterator_equalorlarger(&i,val);
-    }
-
-    type_of_iterator &operator++() {  // ++i, must returned inc. value
-        roaring_advance_uint32_iterator(&i);
-        return *this;
-    }
-
-    type_of_iterator operator++(int) {  // i++, must return orig. value
-        RoaringSetBitForwardIterator orig(*this);
-        roaring_advance_uint32_iterator(&i);
-        return orig;
-    }
-
-    bool operator==(const RoaringSetBitForwardIterator &o) const {
-        return i.current_value == *o && i.has_value == o.i.has_value;
-    }
-
-    bool operator!=(const RoaringSetBitForwardIterator &o) const {
-        return i.current_value != *o || i.has_value != o.i.has_value;
-    }
-
-    RoaringSetBitForwardIterator(const Roaring &parent,
-                                 bool exhausted = false) {
-        if (exhausted) {
-            i.parent = &parent.roaring;
-            i.container_index = INT32_MAX;
-            i.has_value = false;
-            i.current_value = UINT32_MAX;
-        } else {
-            roaring_init_iterator(&parent.roaring, &i);
-        }
-    }
-
-    RoaringSetBitForwardIterator &operator=(
-        const RoaringSetBitForwardIterator &o) = default;
-    RoaringSetBitForwardIterator &operator=(RoaringSetBitForwardIterator &&o) =
-        default;
-
-    ~RoaringSetBitForwardIterator() = default;
-
-    RoaringSetBitForwardIterator(const RoaringSetBitForwardIterator &o)
-        : i(o.i) {}
-
-    roaring_uint32_iterator_t i;
-};
-
-inline RoaringSetBitForwardIterator Roaring::begin() const {
-    return RoaringSetBitForwardIterator(*this);
-}
-
-inline RoaringSetBitForwardIterator &Roaring::end() const {
-    static RoaringSetBitForwardIterator e(*this, true);
-    return e;
-}
-
-#endif /* INCLUDE_ROARING_HH_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/cpp/roaring.hh */
-/* begin file /opt/bitmap/CRoaring-0.2.57/cpp/roaring64map.hh */
-/*
-A C++ header for 64-bit Roaring Bitmaps, implemented by way of a map of many
-32-bit Roaring Bitmaps.
-*/
-#ifndef INCLUDE_ROARING_64_MAP_HH_
-#define INCLUDE_ROARING_64_MAP_HH_
-
-#include <algorithm>
-#include <cstdarg>
-#include <cstdio>
-#include <limits>
-#include <map>
-#include <new>
-#include <numeric>
-#include <stdexcept>
-#include <string>
-#include <utility>
-
-
-class Roaring64MapSetBitForwardIterator;
-
-class Roaring64Map {
-   public:
-    /**
-     * Create an empty bitmap
-     */
-    Roaring64Map() = default;
-
-    /**
-     * Construct a bitmap from a list of 32-bit integer values.
-     */
-    Roaring64Map(size_t n, const uint32_t *data) { addMany(n, data); }
-
-    /**
-     * Construct a bitmap from a list of 64-bit integer values.
-     */
-    Roaring64Map(size_t n, const uint64_t *data) { addMany(n, data); }
-
-    /**
-     * Copy constructor
-     */
-    Roaring64Map(const Roaring64Map &r) = default;
-
-    /**
-     * Move constructor
-     */
-    Roaring64Map(Roaring64Map &&r) = default;
-
-    /**
-     * Construct a 64-bit map from a 32-bit one
-     */
-    Roaring64Map(const Roaring &r) { emplaceOrInsert(0, r); }
-
-    /**
-     * Construct a roaring object from the C struct.
-     *
-     * Passing a NULL point is unsafe.
-     */
-    Roaring64Map(roaring_bitmap_t *s) { emplaceOrInsert(0, s); }
-
-    /**
-     * Construct a bitmap from a list of integer values.
-     */
-    static Roaring64Map bitmapOf(size_t n...) {
-        Roaring64Map ans;
-        va_list vl;
-        va_start(vl, n);
-        for (size_t i = 0; i < n; i++) {
-            ans.add(va_arg(vl, uint64_t));
-        }
-        va_end(vl);
-        return ans;
-    }
-
-    /**
-     * Add value x
-     *
-     */
-    void add(uint32_t x) {
-        roarings[0].add(x);
-        roarings[0].setCopyOnWrite(copyOnWrite);
-    }
-    void add(uint64_t x) {
-        roarings[highBytes(x)].add(lowBytes(x));
-        roarings[highBytes(x)].setCopyOnWrite(copyOnWrite);
-    }
-
-    /**
-     * Add value x
-     * Returns true if a new value was added, false if the value was already existing.
-     */
-    bool addChecked(uint32_t x) {
-        bool result = roarings[0].addChecked(x);
-        roarings[0].setCopyOnWrite(copyOnWrite);
-        return result;
-    }
-    bool addChecked(uint64_t x) {
-        bool result = roarings[highBytes(x)].addChecked(lowBytes(x));
-        roarings[highBytes(x)].setCopyOnWrite(copyOnWrite);
-        return result;
-    }
-
-    /**
-     * Add value n_args from pointer vals
-     *
-     */
-    void addMany(size_t n_args, const uint32_t *vals) {
-        for (size_t lcv = 0; lcv < n_args; lcv++) {
-            roarings[0].add(vals[lcv]);
-            roarings[0].setCopyOnWrite(copyOnWrite);
-        }
-    }
-    void addMany(size_t n_args, const uint64_t *vals) {
-        for (size_t lcv = 0; lcv < n_args; lcv++) {
-            roarings[highBytes(vals[lcv])].add(lowBytes(vals[lcv]));
-            roarings[highBytes(vals[lcv])].setCopyOnWrite(copyOnWrite);
-        }
-    }
-
-    /**
-     * Remove value x
-     *
-     */
-    void remove(uint32_t x) { roarings[0].remove(x); }
-    void remove(uint64_t x) {
-        auto roaring_iter = roarings.find(highBytes(x));
-        if (roaring_iter != roarings.cend())
-            roaring_iter->second.remove(lowBytes(x));
-    }
-
-    /**
-     * Remove value x
-     * Returns true if a new value was removed, false if the value was not existing.
-     */
-    bool removeChecked(uint32_t x) {
-        return roarings[0].removeChecked(x);
-    }
-    bool removeChecked(uint64_t x) {
-        auto roaring_iter = roarings.find(highBytes(x));
-        if (roaring_iter != roarings.cend())
-            return roaring_iter->second.removeChecked(lowBytes(x));
-        return false;
-    }
-
-    /**
-     * Return the largest value (if not empty)
-     *
-     */
-    uint64_t maximum() const {
-        for (auto roaring_iter = roarings.crbegin();
-             roaring_iter != roarings.crend(); ++roaring_iter) {
-            if (!roaring_iter->second.isEmpty()) {
-                return uniteBytes(roaring_iter->first,
-                                  roaring_iter->second.maximum());
-            }
-        }
-        // we put std::numeric_limits<>::max/min in parenthesis
-        // to avoid a clash with the Windows.h header under Windows
-        return (std::numeric_limits<uint64_t>::min)();
-    }
-
-    /**
-     * Return the smallest value (if not empty)
-     *
-     */
-    uint64_t minimum() const {
-        for (auto roaring_iter = roarings.cbegin();
-             roaring_iter != roarings.cend(); ++roaring_iter) {
-            if (!roaring_iter->second.isEmpty()) {
-                return uniteBytes(roaring_iter->first,
-                                  roaring_iter->second.minimum());
-            }
-        }
-        // we put std::numeric_limits<>::max/min in parenthesis
-        // to avoid a clash with the Windows.h header under Windows
-        return (std::numeric_limits<uint64_t>::max)();
-    }
-
-    /**
-     * Check if value x is present
-     */
-    bool contains(uint32_t x) const {
-        return roarings.count(0) == 0 ? false : roarings.at(0).contains(x);
-    }
-    bool contains(uint64_t x) const {
-        return roarings.count(highBytes(x)) == 0
-                   ? false
-                   : roarings.at(highBytes(x)).contains(lowBytes(x));
-    }
-
-    /**
-     * Destructor
-     */
-    ~Roaring64Map() = default;
-
-    /**
-     * Copies the content of the provided bitmap, and
-     * discards the current content.
-     */
-    Roaring64Map &operator=(const Roaring64Map &r) {
-        roarings = r.roarings;
-        copyOnWrite = r.copyOnWrite;
-        return *this;
-    }
-
-    /**
-     * Moves the content of the provided bitmap, and
-     * discards the current content.
-     */
-    Roaring64Map &operator=(Roaring64Map &&r) {
-        roarings = std::move(r.roarings);
-        copyOnWrite = r.copyOnWrite;
-        return *this;
-    }
-
-    /**
-     * Compute the intersection between the current bitmap and the provided
-     * bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     */
-    Roaring64Map &operator&=(const Roaring64Map &r) {
-        for (auto &map_entry : roarings) {
-            if (r.roarings.count(map_entry.first) == 1)
-                map_entry.second &= r.roarings.at(map_entry.first);
-            else
-                map_entry.second = Roaring();
-        }
-        return *this;
-    }
-
-    /**
-     * Compute the difference between the current bitmap and the provided
-     * bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     */
-    Roaring64Map &operator-=(const Roaring64Map &r) {
-        for (auto &map_entry : roarings) {
-            if (r.roarings.count(map_entry.first) == 1)
-                map_entry.second -= r.roarings.at(map_entry.first);
-        }
-        return *this;
-    }
-
-    /**
-     * Compute the union between the current bitmap and the provided bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     *
-     * See also the fastunion function to aggregate many bitmaps more quickly.
-     */
-    Roaring64Map &operator|=(const Roaring64Map &r) {
-        for (const auto &map_entry : r.roarings) {
-            if (roarings.count(map_entry.first) == 0) {
-                roarings[map_entry.first] = map_entry.second;
-                roarings[map_entry.first].setCopyOnWrite(copyOnWrite);
-            } else
-                roarings[map_entry.first] |= map_entry.second;
-        }
-        return *this;
-    }
-
-    /**
-     * Compute the symmetric union between the current bitmap and the provided
-     * bitmap,
-     * writing the result in the current bitmap. The provided bitmap is not
-     * modified.
-     */
-    Roaring64Map &operator^=(const Roaring64Map &r) {
-        for (const auto &map_entry : r.roarings) {
-            if (roarings.count(map_entry.first) == 0) {
-                roarings[map_entry.first] = map_entry.second;
-                roarings[map_entry.first].setCopyOnWrite(copyOnWrite);
-            } else
-                roarings[map_entry.first] ^= map_entry.second;
-        }
-        return *this;
-    }
-
-    /**
-     * Exchange the content of this bitmap with another.
-     */
-    void swap(Roaring64Map &r) { roarings.swap(r.roarings); }
-
-    /**
-     * Get the cardinality of the bitmap (number of elements).
-     * Throws std::length_error in the special case where the bitmap is full
-     * (cardinality() == 2^64). Check isFull() before calling to avoid
-     * exception.
-     */
-    uint64_t cardinality() const {
-        if (isFull()) {
-            throw std::length_error(
-                "bitmap is full, cardinality is 2^64, "
-                "unable to represent in a 64-bit integer");
-        }
-        return std::accumulate(
-            roarings.cbegin(), roarings.cend(), (uint64_t)0,
-            [](uint64_t previous,
-               const std::pair<uint32_t, Roaring> &map_entry) {
-                return previous + map_entry.second.cardinality();
-            });
-    }
-
-    /**
-    * Returns true if the bitmap is empty (cardinality is zero).
-    */
-    bool isEmpty() const {
-        return std::all_of(roarings.cbegin(), roarings.cend(),
-                           [](const std::pair<uint32_t, Roaring> &map_entry) {
-                               return map_entry.second.isEmpty();
-                           });
-    }
-
-    /**
-    * Returns true if the bitmap is full (cardinality is max uint64_t + 1).
-    */
-    bool isFull() const {
-        // only bother to check if map is fully saturated
-        //
-        // we put std::numeric_limits<>::max/min in parenthesis
-        // to avoid a clash with the Windows.h header under Windows
-        return roarings.size() ==
-                       ((size_t)(std::numeric_limits<uint32_t>::max)()) + 1
-                   ? std::all_of(
-                         roarings.cbegin(), roarings.cend(),
-                         [](const std::pair<uint32_t, Roaring> &roaring_map_entry) {
-                             // roarings within map are saturated if cardinality
-                             // is uint32_t max + 1
-                             return roaring_map_entry.second.cardinality() ==
-                                    ((uint64_t)
-                                         (std::numeric_limits<uint32_t>::max)()) +
-                                        1;
-                         })
-                   : false;
-    }
-
-    /**
-    * Returns true if the bitmap is subset of the other.
-    */
-    bool isSubset(const Roaring64Map &r) const {
-        for (const auto &map_entry : roarings) {
-            auto roaring_iter = r.roarings.find(map_entry.first);
-            if (roaring_iter == roarings.cend())
-                return false;
-            else if (!map_entry.second.isSubset(roaring_iter->second))
-                return false;
-        }
-        return true;
-    }
-
-    /**
-    * Returns true if the bitmap is strict subset of the other.
-    * Throws std::length_error in the special case where the bitmap is full
-    * (cardinality() == 2^64). Check isFull() before calling to avoid exception.
-    */
-    bool isStrictSubset(const Roaring64Map &r) const {
-        return isSubset(r) && cardinality() != r.cardinality();
-    }
-
-    /**
-     * Convert the bitmap to an array. Write the output to "ans",
-     * caller is responsible to ensure that there is enough memory
-     * allocated
-     * (e.g., ans = new uint32[mybitmap.cardinality()];)
-     */
-    void toUint64Array(uint64_t *ans) const {
-        // Annoyingly, VS 2017 marks std::accumulate() as [[nodiscard]]
-        (void)std::accumulate(roarings.cbegin(), roarings.cend(), ans,
-                              [](uint64_t *previous,
-                                 const std::pair<uint32_t, Roaring> &map_entry) {
-                                  for (uint32_t low_bits : map_entry.second)
-                                      *previous++ =
-                                          uniteBytes(map_entry.first, low_bits);
-                                  return previous;
-                              });
-    }
-
-    /**
-     * Return true if the two bitmaps contain the same elements.
-     */
-    bool operator==(const Roaring64Map &r) const {
-        // we cannot use operator == on the map because either side may contain
-        // empty Roaring Bitmaps
-        auto lhs_iter = roarings.cbegin();
-        auto rhs_iter = r.roarings.cbegin();
-        do {
-            // if the left map has reached its end, ensure that the right map
-            // contains only empty Bitmaps
-            if (lhs_iter == roarings.cend()) {
-                while (rhs_iter != r.roarings.cend()) {
-                    if (rhs_iter->second.isEmpty()) {
-                        ++rhs_iter;
-                        continue;
-                    }
-                    return false;
-                }
-                return true;
-            }
-            // if the left map has an empty bitmap, skip it
-            if (lhs_iter->second.isEmpty()) {
-                ++lhs_iter;
-                continue;
-            }
-
-            do {
-                // if the right map has reached its end, ensure that the right
-                // map contains only empty Bitmaps
-                if (rhs_iter == r.roarings.cend()) {
-                    while (lhs_iter != roarings.cend()) {
-                        if (lhs_iter->second.isEmpty()) {
-                            ++lhs_iter;
-                            continue;
-                        }
-                        return false;
-                    }
-                    return true;
-                }
-                // if the right map has an empty bitmap, skip it
-                if (rhs_iter->second.isEmpty()) {
-                    ++rhs_iter;
-                    continue;
-                }
-            } while (false);
-            // if neither map has reached its end ensure elements are equal and
-            // move to the next element in both
-        } while (lhs_iter++->second == rhs_iter++->second);
-        return false;
-    }
-
-    /**
-     * compute the negation of the roaring bitmap within a specified interval.
-     * areas outside the range are passed through unchanged.
-     */
-    void flip(uint64_t range_start, uint64_t range_end) {
-        uint32_t start_high = highBytes(range_start);
-        uint32_t start_low = lowBytes(range_start);
-        uint32_t end_high = highBytes(range_end);
-        uint32_t end_low = lowBytes(range_end);
-
-        if (start_high == end_high) {
-            roarings[start_high].flip(start_low, end_low);
-            return;
-        }
-        // we put std::numeric_limits<>::max/min in parenthesis
-        // to avoid a clash with the Windows.h header under Windows
-        roarings[start_high].flip(start_low,
-                                  (std::numeric_limits<uint32_t>::max)());
-        roarings[start_high++].setCopyOnWrite(copyOnWrite);
-
-        for (; start_high <= highBytes(range_end) - 1; ++start_high) {
-            roarings[start_high].flip((std::numeric_limits<uint32_t>::min)(),
-                                      (std::numeric_limits<uint32_t>::max)());
-            roarings[start_high].setCopyOnWrite(copyOnWrite);
-        }
-
-        roarings[start_high].flip((std::numeric_limits<uint32_t>::min)(),
-                                  end_low);
-        roarings[start_high].setCopyOnWrite(copyOnWrite);
-    }
-
-    /**
-     *  Remove run-length encoding even when it is more space efficient
-     *  return whether a change was applied
-     */
-    bool removeRunCompression() {
-        return std::accumulate(
-            roarings.begin(), roarings.end(), false,
-            [](bool previous, std::pair<const uint32_t, Roaring> &map_entry) {
-                return map_entry.second.removeRunCompression() && previous;
-            });
-    }
-
-    /** convert array and bitmap containers to run containers when it is more
-     * efficient;
-     * also convert from run containers when more space efficient.  Returns
-     * true if the result has at least one run container.
-     * Additional savings might be possible by calling shrinkToFit().
-     */
-    bool runOptimize() {
-        return std::accumulate(
-            roarings.begin(), roarings.end(), false,
-            [](bool previous, std::pair<const uint32_t, Roaring> &map_entry) {
-                return map_entry.second.runOptimize() && previous;
-            });
-    }
-
-    /**
-     * If needed, reallocate memory to shrink the memory usage. Returns
-     * the number of bytes saved.
-    */
-    size_t shrinkToFit() {
-        size_t savedBytes = 0;
-        auto iter = roarings.begin();
-        while (iter != roarings.cend()) {
-            if (iter->second.isEmpty()) {
-                // empty Roarings are 84 bytes
-                savedBytes += 88;
-                roarings.erase(iter++);
-            } else {
-                savedBytes += iter->second.shrinkToFit();
-                iter++;
-            }
-        }
-        return savedBytes;
-    }
-
-    /**
-     * Iterate over the bitmap elements. The function iterator is called once
-     * for all the values with ptr (can be NULL) as the second parameter of each
-     * call.
-     *
-     * roaring_iterator is simply a pointer to a function that returns bool
-     * (true means that the iteration should continue while false means that it
-     * should stop), and takes (uint32_t,void*) as inputs.
-     */
-    void iterate(roaring_iterator64 iterator, void *ptr) const {
-        std::for_each(roarings.begin(), roarings.cend(),
-                      [=](const std::pair<uint32_t, Roaring> &map_entry) {
-                          roaring_iterate64(&map_entry.second.roaring, iterator,
-                                            uint64_t(map_entry.first) << 32,
-                                            ptr);
-                      });
-    }
-
-    /**
-     * If the size of the roaring bitmap is strictly greater than rank, then
-     this
-       function returns true and set element to the element of given rank.
-       Otherwise, it returns false.
-     */
-    bool select(uint64_t rnk, uint64_t *element) const {
-        for (const auto &map_entry : roarings) {
-            uint64_t sub_cardinality = (uint64_t)map_entry.second.cardinality();
-            if (rnk < sub_cardinality) {
-                *element = ((uint64_t)map_entry.first) << 32;
-                // assuming little endian
-                return map_entry.second.select((uint32_t)rnk,
-                                               ((uint32_t *)element));
-            }
-            rnk -= sub_cardinality;
-        }
-        return false;
-    }
-
-    /**
-    * Returns the number of integers that are smaller or equal to x.
-    */
-    uint64_t rank(uint64_t x) const {
-        uint64_t result = 0;
-        auto roaring_destination = roarings.find(highBytes(x));
-        if (roaring_destination != roarings.cend()) {
-            for (auto roaring_iter = roarings.cbegin();
-                 roaring_iter != roaring_destination; ++roaring_iter) {
-                result += roaring_iter->second.cardinality();
-            }
-            result += roaring_destination->second.rank(lowBytes(x));
-            return result;
-        }
-        roaring_destination = roarings.lower_bound(highBytes(x));
-        for (auto roaring_iter = roarings.cbegin();
-             roaring_iter != roaring_destination; ++roaring_iter) {
-            result += roaring_iter->second.cardinality();
-        }
-        return result;
-    }
-
-    /**
-     * write a bitmap to a char buffer. This is meant to be compatible with
-     * the
-     * Java and Go versions. Returns how many bytes were written which should be
-     * getSizeInBytes().
-     *
-     * Setting the portable flag to false enable a custom format that
-     * can save space compared to the portable format (e.g., for very
-     * sparse bitmaps).
-     */
-    size_t write(char *buf, bool portable = true) const {
-        const char *orig = buf;
-        // push map size
-        *((uint64_t *)buf) = roarings.size();
-        buf += sizeof(uint64_t);
-        std::for_each(
-            roarings.cbegin(), roarings.cend(),
-            [&buf, portable](const std::pair<uint32_t, Roaring> &map_entry) {
-                // push map key
-                memcpy(buf, &map_entry.first,
-                       sizeof(uint32_t));  // this is undefined:
-                                           // *((uint32_t*)buf) =
-                                           // map_entry.first;
-                buf += sizeof(uint32_t);
-                // push map value Roaring
-                buf += map_entry.second.write(buf, portable);
-            });
-        return buf - orig;
-    }
-
-    /**
-     * read a bitmap from a serialized version. This is meant to be compatible
-     * with
-     * the
-     * Java and Go versions.
-     *
-     * Setting the portable flag to false enable a custom format that
-     * can save space compared to the portable format (e.g., for very
-     * sparse bitmaps).
-     *
-     * This function is unsafe in the sense that if you provide bad data,
-     * many bytes could be read, possibly causing a buffer overflow. See also readSafe.
-     */
-    static Roaring64Map read(const char *buf, bool portable = true) {
-        Roaring64Map result;
-        // get map size
-        uint64_t map_size = *((uint64_t *)buf);
-        buf += sizeof(uint64_t);
-        for (uint64_t lcv = 0; lcv < map_size; lcv++) {
-            // get map key
-            uint32_t key;
-            memcpy(&key, buf, sizeof(uint32_t));  // this is undefined: uint32_t
-                                                  // key = *((uint32_t*)buf);
-            buf += sizeof(uint32_t);
-            // read map value Roaring
-            Roaring read = Roaring::read(buf, portable);
-            result.emplaceOrInsert(key, read);
-            // forward buffer past the last Roaring Bitmap
-            buf += read.getSizeInBytes(portable);
-        }
-        return result;
-    }
-
-    /**
-     * read a bitmap from a serialized version, reading no more than maxbytes bytes.
-     * This is meant to be compatible with the Java and Go versions.
-     *
-     * Setting the portable flag to false enable a custom format that
-     * can save space compared to the portable format (e.g., for very
-     * sparse bitmaps).
-     */
-    static Roaring64Map readSafe(const char *buf, size_t maxbytes) {
-        Roaring64Map result;
-        // get map size
-        uint64_t map_size = *((uint64_t *)buf);
-        buf += sizeof(uint64_t);
-        for (uint64_t lcv = 0; lcv < map_size; lcv++) {
-            // get map key
-            if(maxbytes < sizeof(uint32_t)) {
-                throw std::runtime_error("ran out of bytes");
-            }
-            uint32_t key;
-            memcpy(&key, buf, sizeof(uint32_t));  // this is undefined: uint32_t
-                                                  // key = *((uint32_t*)buf);
-            buf += sizeof(uint32_t);
-            maxbytes -= sizeof(uint32_t);
-            // read map value Roaring
-            Roaring read = Roaring::readSafe(buf, maxbytes);
-            result.emplaceOrInsert(key, read);
-            // forward buffer past the last Roaring Bitmap
-            size_t tz = read.getSizeInBytes(true);
-            buf += tz;
-            maxbytes -= tz;
-        }
-        return result;
-    }
-
-    /**
-     * How many bytes are required to serialize this bitmap (meant to be
-     * compatible
-     * with Java and Go versions)
-     *
-     * Setting the portable flag to false enable a custom format that
-     * can save space compared to the portable format (e.g., for very
-     * sparse bitmaps).
-     */
-    size_t getSizeInBytes(bool portable = true) const {
-        // start with, respectively, map size and size of keys for each map
-        // entry
-        return std::accumulate(
-            roarings.cbegin(), roarings.cend(),
-            sizeof(uint64_t) + roarings.size() * sizeof(uint32_t),
-            [=](size_t previous,
-                const std::pair<uint32_t, Roaring> &map_entry) {
-                // add in bytes used by each Roaring
-                return previous + map_entry.second.getSizeInBytes(portable);
-            });
-    }
-
-    /**
-     * Computes the intersection between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring64Map operator&(const Roaring64Map &o) const {
-        return Roaring64Map(*this) &= o;
-    }
-
-    /**
-     * Computes the difference between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring64Map operator-(const Roaring64Map &o) const {
-        return Roaring64Map(*this) -= o;
-    }
-
-    /**
-     * Computes the union between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring64Map operator|(const Roaring64Map &o) const {
-        return Roaring64Map(*this) |= o;
-    }
-
-    /**
-     * Computes the symmetric union between two bitmaps and returns new bitmap.
-     * The current bitmap and the provided bitmap are unchanged.
-     */
-    Roaring64Map operator^(const Roaring64Map &o) const {
-        return Roaring64Map(*this) ^= o;
-    }
-
-    /**
-     * Whether or not we apply copy and write.
-     */
-    void setCopyOnWrite(bool val) {
-        if (copyOnWrite == val) return;
-        copyOnWrite = val;
-        std::for_each(roarings.begin(), roarings.end(),
-                      [=](std::pair<const uint32_t, Roaring> &map_entry) {
-                          map_entry.second.setCopyOnWrite(val);
-                      });
-    }
-
-    /**
-     * Print the content of the bitmap
-     */
-    void printf() const {
-        if (!isEmpty()) {
-            auto map_iter = roarings.cbegin();
-            while (map_iter->second.isEmpty()) ++map_iter;
-            struct iter_data {
-                uint32_t high_bits;
-                char first_char = '{';
-            } outer_iter_data;
-            outer_iter_data.high_bits = roarings.begin()->first;
-            map_iter->second.iterate(
-                [](uint32_t low_bits, void *inner_iter_data) -> bool {
-                    std::printf("%c%llu",
-                                ((iter_data *)inner_iter_data)->first_char,
-                                (long long unsigned)uniteBytes(
-                                    ((iter_data *)inner_iter_data)->high_bits,
-                                    low_bits));
-                    ((iter_data *)inner_iter_data)->first_char = ',';
-                    return true;
-                },
-                (void *)&outer_iter_data);
-            std::for_each(
-                ++map_iter, roarings.cend(),
-                [](const std::pair<uint32_t, Roaring> &map_entry) {
-                    map_entry.second.iterate(
-                        [](uint32_t low_bits, void *high_bits) -> bool {
-                            std::printf(",%llu",
-                                        (long long unsigned)uniteBytes(
-                                            *(uint32_t *)high_bits, low_bits));
-                            return true;
-                        },
-                        (void *)&map_entry.first);
-                });
-        } else
-            std::printf("{");
-        std::printf("}\n");
-    }
-
-    /**
-     * Print the content of the bitmap into a string
-     */
-    std::string toString() const {
-        struct iter_data {
-            std::string str;
-            uint32_t high_bits;
-            char first_char = '{';
-        } outer_iter_data;
-        if (!isEmpty()) {
-            auto map_iter = roarings.cbegin();
-            while (map_iter->second.isEmpty()) ++map_iter;
-            outer_iter_data.high_bits = roarings.begin()->first;
-            map_iter->second.iterate(
-                [](uint32_t low_bits, void *inner_iter_data) -> bool {
-                    ((iter_data *)inner_iter_data)->str +=
-                        ((iter_data *)inner_iter_data)->first_char;
-                    ((iter_data *)inner_iter_data)->str += std::to_string(
-                        uniteBytes(((iter_data *)inner_iter_data)->high_bits,
-                                   low_bits));
-                    ((iter_data *)inner_iter_data)->first_char = ',';
-                    return true;
-                },
-                (void *)&outer_iter_data);
-            std::for_each(
-                ++map_iter, roarings.cend(),
-                [&outer_iter_data](
-                    const std::pair<uint32_t, Roaring> &map_entry) {
-                    outer_iter_data.high_bits = map_entry.first;
-                    map_entry.second.iterate(
-                        [](uint32_t low_bits, void *inner_iter_data) -> bool {
-                            ((iter_data *)inner_iter_data)->str +=
-                                ((iter_data *)inner_iter_data)->first_char;
-                            ((iter_data *)inner_iter_data)->str +=
-                                std::to_string(uniteBytes(
-                                    ((iter_data *)inner_iter_data)->high_bits,
-                                    low_bits));
-                            return true;
-                        },
-                        (void *)&outer_iter_data);
-                });
-        } else
-            outer_iter_data.str = '{';
-        outer_iter_data.str += '}';
-        return outer_iter_data.str;
-    }
-
-    /**
-     * Whether or not copy and write is active.
-     */
-    bool getCopyOnWrite() const { return copyOnWrite; }
-
-    /**
-     * computes the logical or (union) between "n" bitmaps (referenced by a
-     * pointer).
-     */
-    static Roaring64Map fastunion(size_t n, const Roaring64Map **inputs) {
-        Roaring64Map ans;
-        // not particularly fast
-        for (size_t lcv = 0; lcv < n; ++lcv) {
-            ans |= *(inputs[lcv]);
-        }
-        return ans;
-    }
-
-    friend class Roaring64MapSetBitForwardIterator;
-    typedef Roaring64MapSetBitForwardIterator const_iterator;
-
-    /**
-    * Returns an iterator that can be used to access the position of the
-    * set bits. The running time complexity of a full scan is proportional to
-    * the
-    * number
-    * of set bits: be aware that if you have long strings of 1s, this can be
-    * very inefficient.
-    *
-    * It can be much faster to use the toArray method if you want to
-    * retrieve the set bits.
-    */
-    const_iterator begin() const;
-
-    /**
-    * A bogus iterator that can be used together with begin()
-    * for constructions such as for(auto i = b.begin();
-    * i!=b.end(); ++i) {}
-    */
-    const_iterator end() const;
-
-   private:
-    std::map<uint32_t, Roaring> roarings;
-    bool copyOnWrite = false;
-    static uint32_t highBytes(const uint64_t in) { return uint32_t(in >> 32); }
-    static uint32_t lowBytes(const uint64_t in) { return uint32_t(in); }
-    static uint64_t uniteBytes(const uint32_t highBytes,
-                               const uint32_t lowBytes) {
-        return (uint64_t(highBytes) << 32) | uint64_t(lowBytes);
-    }
-    // this is needed to tolerate gcc's C++11 libstdc++ lacking emplace
-    // prior to version 4.8
-    void emplaceOrInsert(const uint32_t key, const Roaring &value) {
-#if defined(__GLIBCXX__) && __GLIBCXX__ < 20130322
-        roarings.insert(std::make_pair(key, value));
-#else
-        roarings.emplace(std::make_pair(key, value));
-#endif
-    }
-};
-
-/**
- * Used to go through the set bits. Not optimally fast, but convenient.
- */
-class Roaring64MapSetBitForwardIterator final {
-   public:
-    typedef std::forward_iterator_tag iterator_category;
-    typedef uint64_t *pointer;
-    typedef uint64_t &reference_type;
-    typedef uint64_t value_type;
-    typedef int64_t difference_type;
-    typedef Roaring64MapSetBitForwardIterator type_of_iterator;
-
-    /**
-     * Provides the location of the set bit.
-     */
-    value_type operator*() const {
-        return Roaring64Map::uniteBytes(map_iter->first, i.current_value);
-    }
-
-    bool operator<(const type_of_iterator &o) {
-        if (map_iter == map_end) return false;
-        if (o.map_iter == o.map_end) return true;
-        return **this < *o;
-    }
-
-    bool operator<=(const type_of_iterator &o) {
-        if (o.map_iter == o.map_end) return true;
-        if (map_iter == map_end) return false;
-        return **this <= *o;
-    }
-
-    bool operator>(const type_of_iterator &o) {
-        if (o.map_iter == o.map_end) return false;
-        if (map_iter == map_end) return true;
-        return **this > *o;
-    }
-
-    bool operator>=(const type_of_iterator &o) {
-        if (map_iter == map_end) return true;
-        if (o.map_iter == o.map_end) return false;
-        return **this >= *o;
-    }
-
-    type_of_iterator &operator++() {  // ++i, must returned inc. value
-        if (i.has_value == true) roaring_advance_uint32_iterator(&i);
-        while (!i.has_value) {
-            map_iter++;
-            if (map_iter == map_end) return *this;
-            roaring_init_iterator(&map_iter->second.roaring, &i);
-        }
-        return *this;
-    }
-
-    type_of_iterator operator++(int) {  // i++, must return orig. value
-        Roaring64MapSetBitForwardIterator orig(*this);
-        roaring_advance_uint32_iterator(&i);
-        while (!i.has_value) {
-            map_iter++;
-            if (map_iter == map_end) return orig;
-            roaring_init_iterator(&map_iter->second.roaring, &i);
-        }
-        return orig;
-    }
-
-    bool operator==(const Roaring64MapSetBitForwardIterator &o) {
-        if (map_iter == map_end && o.map_iter == o.map_end) return true;
-        if (o.map_iter == o.map_end) return false;
-        return **this == *o;
-    }
-
-    bool operator!=(const Roaring64MapSetBitForwardIterator &o) {
-        if (map_iter == map_end && o.map_iter == o.map_end) return false;
-        if (o.map_iter == o.map_end) return true;
-        return **this != *o;
-    }
-
-    Roaring64MapSetBitForwardIterator(const Roaring64Map &parent,
-                                      bool exhausted = false)
-        : map_end(parent.roarings.cend()) {
-        if (exhausted || parent.roarings.empty()) {
-            map_iter = parent.roarings.cend();
-        } else {
-            map_iter = parent.roarings.cbegin();
-            roaring_init_iterator(&map_iter->second.roaring, &i);
-            while (!i.has_value) {
-                map_iter++;
-                if (map_iter == map_end) return;
-                roaring_init_iterator(&map_iter->second.roaring, &i);
-            }
-        }
-    }
-
-    ~Roaring64MapSetBitForwardIterator() = default;
-
-    Roaring64MapSetBitForwardIterator(
-        const Roaring64MapSetBitForwardIterator &o) = default;
-
-   private:
-    std::map<uint32_t, Roaring>::const_iterator map_iter;
-    std::map<uint32_t, Roaring>::const_iterator map_end;
-    roaring_uint32_iterator_t i;
-};
-
-inline Roaring64MapSetBitForwardIterator Roaring64Map::begin() const {
-    return Roaring64MapSetBitForwardIterator(*this);
-}
-
-inline Roaring64MapSetBitForwardIterator Roaring64Map::end() const {
-    return Roaring64MapSetBitForwardIterator(*this, true);
-}
-
-#endif /* INCLUDE_ROARING_64_MAP_HH_ */
-/* end file /opt/bitmap/CRoaring-0.2.57/cpp/roaring64map.hh */
diff --git a/contrib/libhdfs3-cmake/CMakeLists.txt b/contrib/libhdfs3-cmake/CMakeLists.txt
index ab4857f0387..3aa5cb970db 100644
--- a/contrib/libhdfs3-cmake/CMakeLists.txt
+++ b/contrib/libhdfs3-cmake/CMakeLists.txt
@@ -192,7 +192,7 @@ set(SRCS
     ${HDFS3_SOURCE_DIR}/common/FileWrapper.h
     )
 
-# old kernels (< 3.17) doens't have SYS_getrandom. Always use POSIX implementation to have better compatibility
+# old kernels (< 3.17) doesn't have SYS_getrandom. Always use POSIX implementation to have better compatibility
 set_source_files_properties(${HDFS3_SOURCE_DIR}/rpc/RpcClient.cpp PROPERTIES COMPILE_FLAGS "-DBOOST_UUID_RANDOM_PROVIDER_FORCE_POSIX=1")
 
 # target
diff --git a/contrib/mariadb-connector-c b/contrib/mariadb-connector-c
index f5638e954a7..1485b0de3ea 160000
--- a/contrib/mariadb-connector-c
+++ b/contrib/mariadb-connector-c
@@ -1 +1 @@
-Subproject commit f5638e954a79f50bac7c7a5deaa5a241e0ce8b5f
+Subproject commit 1485b0de3eaa1508dfe49a5ba1e4aa2a71fd8335
diff --git a/debian/clickhouse-server.init b/debian/clickhouse-server.init
index f56164759bf..8f10153a682 100755
--- a/debian/clickhouse-server.init
+++ b/debian/clickhouse-server.init
@@ -153,82 +153,19 @@ initdb()
 
 start()
 {
-    [ -x $CLICKHOUSE_BINDIR/$PROGRAM ] || exit 0
-    local EXIT_STATUS
-    EXIT_STATUS=0
-
-    echo -n "Start $PROGRAM service: "
-
-    if is_running; then
-        echo -n "already running "
-        EXIT_STATUS=1
-    else
-        ulimit -n 262144
-        mkdir -p $CLICKHOUSE_PIDDIR
-        chown -R $CLICKHOUSE_USER:$CLICKHOUSE_GROUP $CLICKHOUSE_PIDDIR
-        initdb
-        if ! is_running; then
-            # Lock should not be held while running child process, so we release the lock. Note: obviously, there is race condition.
-            # But clickhouse-server has protection from simultaneous runs with same data directory.
-            su -s $SHELL ${CLICKHOUSE_USER} -c "$FLOCK -u 9; $CLICKHOUSE_PROGRAM_ENV exec -a \"$PROGRAM\" \"$CLICKHOUSE_BINDIR/$PROGRAM\" --daemon --pid-file=\"$CLICKHOUSE_PIDFILE\" --config-file=\"$CLICKHOUSE_CONFIG\""
-            EXIT_STATUS=$?
-            if [ $EXIT_STATUS -ne 0 ]; then
-                return $EXIT_STATUS
-            fi
-        fi
-    fi
-
-    if [ $EXIT_STATUS -eq 0 ]; then
-        attempts=0
-        while ! is_running && [ $attempts -le ${CLICKHOUSE_START_TIMEOUT:=10} ]; do
-            attempts=$(($attempts + 1))
-            sleep 1
-        done
-        if is_running; then
-            echo "DONE"
-        else
-            echo "UNKNOWN"
-        fi
-    else
-        echo "FAILED"
-    fi
-
-    return $EXIT_STATUS
+    ${CLICKHOUSE_GENERIC_PROGRAM} start --user "${CLICKHOUSE_USER}" --pid-path "${CLICKHOUSE_PIDDIR}" --config-path "${CLICKHOUSE_CONFDIR}" --binary-path "${CLICKHOUSE_BINDIR}"
 }
 
 
 stop()
 {
-    #local EXIT_STATUS
-    EXIT_STATUS=0
-
-    if [ -f $CLICKHOUSE_PIDFILE ]; then
-
-        echo -n "Stop $PROGRAM service: "
-
-        kill -TERM $(cat "$CLICKHOUSE_PIDFILE")
-
-        if ! wait_for_done ${CLICKHOUSE_STOP_TIMEOUT}; then
-            EXIT_STATUS=2
-            echo "TIMEOUT"
-        else
-            echo "DONE"
-        fi
-
-    fi
-    return $EXIT_STATUS
+    ${CLICKHOUSE_GENERIC_PROGRAM} stop --pid-path "${CLICKHOUSE_PIDDIR}"
 }
 
 
 restart()
 {
-    check_config
-    if stop; then
-        if start; then
-            return 0
-        fi
-    fi
-    return 1
+    ${CLICKHOUSE_GENERIC_PROGRAM} restart --user "${CLICKHOUSE_USER}" --pid-path "${CLICKHOUSE_PIDDIR}" --config-path "${CLICKHOUSE_CONFDIR}" --binary-path "${CLICKHOUSE_BINDIR}"
 }
 
 
diff --git a/debian/clickhouse-server.postinst b/debian/clickhouse-server.postinst
index 6e031ae8f44..dc876f45954 100644
--- a/debian/clickhouse-server.postinst
+++ b/debian/clickhouse-server.postinst
@@ -2,6 +2,7 @@
 set -e
 # set -x
 
+PROGRAM=clickhouse-server
 CLICKHOUSE_USER=${CLICKHOUSE_USER:=clickhouse}
 CLICKHOUSE_GROUP=${CLICKHOUSE_GROUP:=${CLICKHOUSE_USER}}
 # Please note that we don't support paths with whitespaces. This is rather ignorant.
@@ -12,6 +13,7 @@ CLICKHOUSE_BINDIR=${CLICKHOUSE_BINDIR:=/usr/bin}
 CLICKHOUSE_GENERIC_PROGRAM=${CLICKHOUSE_GENERIC_PROGRAM:=clickhouse}
 EXTRACT_FROM_CONFIG=${CLICKHOUSE_GENERIC_PROGRAM}-extract-from-config
 CLICKHOUSE_CONFIG=$CLICKHOUSE_CONFDIR/config.xml
+CLICKHOUSE_PIDDIR=/var/run/$PROGRAM
 
 [ -f /usr/share/debconf/confmodule ] && . /usr/share/debconf/confmodule
 [ -f /etc/default/clickhouse ] && . /etc/default/clickhouse
@@ -41,105 +43,5 @@ if [ "$1" = configure ] || [ -n "$not_deb_os" ]; then
         fi
     fi
 
-    # Make sure the administrative user exists
-    if ! getent passwd ${CLICKHOUSE_USER} > /dev/null; then
-        if [ -n "$not_deb_os" ]; then
-            useradd -r -s /bin/false --home-dir /nonexistent ${CLICKHOUSE_USER} > /dev/null
-        else
-            adduser --system --disabled-login --no-create-home --home /nonexistent \
-                --shell /bin/false --group --gecos "ClickHouse server" ${CLICKHOUSE_USER} > /dev/null
-        fi
-    fi
-
-    # if the user was created manually, make sure the group is there as well
-    if ! getent group ${CLICKHOUSE_GROUP} > /dev/null; then
-        groupadd -r ${CLICKHOUSE_GROUP} > /dev/null
-    fi
-
-    # make sure user is in the correct group
-    if ! id -Gn ${CLICKHOUSE_USER} | grep -qw ${CLICKHOUSE_USER}; then
-        usermod -a -G ${CLICKHOUSE_GROUP} ${CLICKHOUSE_USER} > /dev/null
-    fi
-
-    # check validity of user and group
-    if [ "$(id -u ${CLICKHOUSE_USER})" -eq 0 ]; then
-        echo "The ${CLICKHOUSE_USER} system user must not have uid 0 (root).
-Please fix this and reinstall this package." >&2
-        exit 1
-    fi
-
-    if [ "$(id -g ${CLICKHOUSE_GROUP})" -eq 0 ]; then
-        echo "The ${CLICKHOUSE_USER} system user must not have root as primary group.
-Please fix this and reinstall this package." >&2
-        exit 1
-    fi
-
-    if [ -x "$CLICKHOUSE_BINDIR/$EXTRACT_FROM_CONFIG" ] && [ -f "$CLICKHOUSE_CONFIG" ]; then
-        if [ -z "$SHELL" ]; then
-            SHELL="/bin/sh"
-        fi
-        CLICKHOUSE_DATADIR_FROM_CONFIG=$(su -s $SHELL ${CLICKHOUSE_USER} -c "$CLICKHOUSE_BINDIR/$EXTRACT_FROM_CONFIG --config-file=\"$CLICKHOUSE_CONFIG\" --key=path") ||:
-        echo "Path to data directory in ${CLICKHOUSE_CONFIG}: ${CLICKHOUSE_DATADIR_FROM_CONFIG}"
-    fi
-    CLICKHOUSE_DATADIR_FROM_CONFIG=${CLICKHOUSE_DATADIR_FROM_CONFIG:=$CLICKHOUSE_DATADIR}
-
-    if [ ! -d ${CLICKHOUSE_DATADIR_FROM_CONFIG} ]; then
-        mkdir -p ${CLICKHOUSE_DATADIR_FROM_CONFIG}
-        chown ${CLICKHOUSE_USER}:${CLICKHOUSE_GROUP} ${CLICKHOUSE_DATADIR_FROM_CONFIG}
-        chmod 700 ${CLICKHOUSE_DATADIR_FROM_CONFIG}
-    fi
-
-    if [ -d ${CLICKHOUSE_CONFDIR} ]; then
-        mkdir -p ${CLICKHOUSE_CONFDIR}/users.d
-        mkdir -p ${CLICKHOUSE_CONFDIR}/config.d
-        rm -fv ${CLICKHOUSE_CONFDIR}/*-preprocessed.xml ||:
-    fi
-
-    [ -e ${CLICKHOUSE_CONFDIR}/preprocessed ] || ln -s ${CLICKHOUSE_DATADIR_FROM_CONFIG}/preprocessed_configs ${CLICKHOUSE_CONFDIR}/preprocessed ||:
-
-    if [ ! -d ${CLICKHOUSE_LOGDIR} ]; then
-        mkdir -p ${CLICKHOUSE_LOGDIR}
-        chown root:${CLICKHOUSE_GROUP} ${CLICKHOUSE_LOGDIR}
-        # Allow everyone to read logs, root and clickhouse to read-write
-        chmod 775 ${CLICKHOUSE_LOGDIR}
-    fi
-
-    # Set net_admin capabilities to support introspection of "taskstats" performance metrics from the kernel
-    #  and ipc_lock capabilities to allow mlock of clickhouse binary.
-
-    # 1. Check that "setcap" tool exists.
-    # 2. Check that an arbitrary program with installed capabilities can run.
-    # 3. Set the capabilities.
-
-    # The second is important for Docker and systemd-nspawn.
-    # When the container has no capabilities,
-    #  but the executable file inside the container has capabilities,
-    #  then attempt to run this file will end up with a cryptic "Operation not permitted" message.
-
-    TMPFILE=/tmp/test_setcap.sh
-
-    command -v setcap >/dev/null \
-        && echo > $TMPFILE && chmod a+x $TMPFILE && $TMPFILE && setcap "cap_net_admin,cap_ipc_lock,cap_sys_nice+ep" $TMPFILE && $TMPFILE && rm $TMPFILE \
-        && setcap "cap_net_admin,cap_ipc_lock,cap_sys_nice+ep" "${CLICKHOUSE_BINDIR}/${CLICKHOUSE_GENERIC_PROGRAM}" \
-        || echo "Cannot set 'net_admin' or 'ipc_lock' or 'sys_nice' capability for clickhouse binary. This is optional. Taskstats accounting will be disabled. To enable taskstats accounting you may add the required capability later manually."
-
-    # Clean old dynamic compilation results
-    if [ -d "${CLICKHOUSE_DATADIR_FROM_CONFIG}/build" ]; then
-        rm -f ${CLICKHOUSE_DATADIR_FROM_CONFIG}/build/*.cpp ${CLICKHOUSE_DATADIR_FROM_CONFIG}/build/*.so ||:
-    fi
-
-    if [ -f /usr/share/debconf/confmodule ]; then
-        db_get clickhouse-server/default-password
-        defaultpassword="$RET"
-        if [ -n "$defaultpassword" ]; then
-            echo "<yandex><users><default><password>$defaultpassword</password></default></users></yandex>" > ${CLICKHOUSE_CONFDIR}/users.d/default-password.xml
-            chown ${CLICKHOUSE_USER}:${CLICKHOUSE_GROUP} ${CLICKHOUSE_CONFDIR}/users.d/default-password.xml
-            chmod 600 ${CLICKHOUSE_CONFDIR}/users.d/default-password.xml
-        fi
-
-        # everything went well, so now let's reset the password
-        db_set clickhouse-server/default-password ""
-        # ... done with debconf here
-        db_stop
-    fi
+    ${CLICKHOUSE_GENERIC_PROGRAM} install --user "${CLICKHOUSE_USER}" --group "${CLICKHOUSE_GROUP}" --pid-path "${CLICKHOUSE_PIDDIR}" --config-path "${CLICKHOUSE_CONFDIR}" --binary-path "${CLICKHOUSE_BINDIR}" --log-path "${CLICKHOUSE_LOGDIR}" --data-path "${CLICKHOUSE_DATADIR}"
 fi
diff --git a/docker/packager/deb/Dockerfile b/docker/packager/deb/Dockerfile
index 5bd8a74cb99..8fd89d60f85 100644
--- a/docker/packager/deb/Dockerfile
+++ b/docker/packager/deb/Dockerfile
@@ -31,14 +31,6 @@ RUN curl -O https://clickhouse-builds.s3.yandex.net/utils/1/dpkg-deb \
     && chmod +x dpkg-deb \
     && cp dpkg-deb /usr/bin
 
-ENV APACHE_PUBKEY_HASH="bba6987b63c63f710fd4ed476121c588bc3812e99659d27a855f8c4d312783ee66ad6adfce238765691b04d62fa3688f"
-
-RUN  export CODENAME="$(lsb_release --codename --short | tr 'A-Z' 'a-z')" \
-    && wget -nv -O /tmp/arrow-keyring.deb "https://apache.bintray.com/arrow/ubuntu/apache-arrow-archive-keyring-latest-${CODENAME}.deb" \
-    && echo "${APACHE_PUBKEY_HASH} /tmp/arrow-keyring.deb" | sha384sum -c \
-    && dpkg -i /tmp/arrow-keyring.deb
-
-
 # Libraries from OS are only needed to test the "unbundled" build (this is not used in production).
 RUN apt-get update \
     && apt-get install \
diff --git a/docker/packager/unbundled/Dockerfile b/docker/packager/unbundled/Dockerfile
index 604f187cc58..50671011a23 100644
--- a/docker/packager/unbundled/Dockerfile
+++ b/docker/packager/unbundled/Dockerfile
@@ -1,6 +1,10 @@
 # docker build -t yandex/clickhouse-unbundled-builder .
 FROM yandex/clickhouse-deb-builder
 
+RUN export CODENAME="$(lsb_release --codename --short | tr 'A-Z' 'a-z')" \
+    && wget -nv -O /tmp/arrow-keyring.deb "https://apache.bintray.com/arrow/ubuntu/apache-arrow-archive-keyring-latest-${CODENAME}.deb" \
+    && dpkg -i /tmp/arrow-keyring.deb
+
 # Libraries from OS are only needed to test the "unbundled" build (that is not used in production).
 RUN apt-get update \
     && apt-get install \
diff --git a/docker/server/.dockerignore b/docker/server/.dockerignore
new file mode 100644
index 00000000000..468a8cafb00
--- /dev/null
+++ b/docker/server/.dockerignore
@@ -0,0 +1,8 @@
+# post / preinstall scripts (not needed, we do it in Dockerfile)
+alpine-root/install/*
+
+# docs (looks useless)
+alpine-root/usr/share/doc/*
+
+# packages, etc. (used by prepare.sh)
+alpine-root/tgz-packages/*
\ No newline at end of file
diff --git a/docker/server/.gitignore b/docker/server/.gitignore
new file mode 100644
index 00000000000..4081b5f124c
--- /dev/null
+++ b/docker/server/.gitignore
@@ -0,0 +1 @@
+alpine-root/*
\ No newline at end of file
diff --git a/docker/server/Dockerfile.alpine b/docker/server/Dockerfile.alpine
new file mode 100644
index 00000000000..fc2756eac8c
--- /dev/null
+++ b/docker/server/Dockerfile.alpine
@@ -0,0 +1,26 @@
+FROM alpine
+
+ENV LANG=en_US.UTF-8 \
+    LANGUAGE=en_US:en \
+    LC_ALL=en_US.UTF-8 \
+    TZ=UTC \
+    CLICKHOUSE_CONFIG=/etc/clickhouse-server/config.xml
+
+COPY alpine-root/ /
+
+# from https://github.com/ClickHouse/ClickHouse/blob/master/debian/clickhouse-server.postinst
+RUN addgroup clickhouse \
+    && adduser -S -H -h /nonexistent -s /bin/false -G clickhouse -g "ClickHouse server" clickhouse \
+    && chown clickhouse:clickhouse /var/lib/clickhouse \
+    && chmod 700 /var/lib/clickhouse \
+    && chown root:clickhouse /var/log/clickhouse-server \
+    && chmod 775 /var/log/clickhouse-server \
+    && chmod +x /entrypoint.sh \
+    && apk add --no-cache su-exec
+
+EXPOSE 9000 8123 9009
+
+VOLUME /var/lib/clickhouse \
+       /var/log/clickhouse-server
+
+ENTRYPOINT ["/entrypoint.sh"]
diff --git a/docker/server/alpine-build.sh b/docker/server/alpine-build.sh
new file mode 100755
index 00000000000..30101225b3e
--- /dev/null
+++ b/docker/server/alpine-build.sh
@@ -0,0 +1,59 @@
+#!/bin/bash
+set -x
+
+REPO_CHANNEL="${REPO_CHANNEL:-stable}" # lts / testing / prestable / etc
+REPO_URL="${REPO_URL:-"https://repo.yandex.ru/clickhouse/tgz/${REPO_CHANNEL}"}"
+VERSION="${VERSION:-20.9.3.45}"
+
+# where original files live
+DOCKER_BUILD_FOLDER="${BASH_SOURCE%/*}"
+
+# we will create root for our image here
+CONTAINER_ROOT_FOLDER="${DOCKER_BUILD_FOLDER}/alpine-root"
+
+# where to put downloaded tgz
+TGZ_PACKAGES_FOLDER="${CONTAINER_ROOT_FOLDER}/tgz-packages"
+
+# clean up the root from old runs
+rm -rf "$CONTAINER_ROOT_FOLDER"
+
+mkdir -p "$TGZ_PACKAGES_FOLDER"
+
+PACKAGES=( "clickhouse-client" "clickhouse-server" "clickhouse-common-static" )
+
+# download tars from the repo
+for package in "${PACKAGES[@]}"
+do
+    wget -q --show-progress "${REPO_URL}/${package}-${VERSION}.tgz" -O "${TGZ_PACKAGES_FOLDER}/${package}-${VERSION}.tgz"
+done
+
+# unpack tars
+for package in "${PACKAGES[@]}"
+do
+    tar xvzf "${TGZ_PACKAGES_FOLDER}/${package}-${VERSION}.tgz" --strip-components=2 -C "$CONTAINER_ROOT_FOLDER"
+done
+
+# prepare few more folders
+mkdir -p "${CONTAINER_ROOT_FOLDER}/etc/clickhouse-server/users.d" \
+         "${CONTAINER_ROOT_FOLDER}/etc/clickhouse-server/config.d" \
+         "${CONTAINER_ROOT_FOLDER}/var/log/clickhouse-server" \
+         "${CONTAINER_ROOT_FOLDER}/var/lib/clickhouse" \
+         "${CONTAINER_ROOT_FOLDER}/docker-entrypoint-initdb.d" \
+         "${CONTAINER_ROOT_FOLDER}/lib64"
+
+cp "${DOCKER_BUILD_FOLDER}/docker_related_config.xml" "${CONTAINER_ROOT_FOLDER}/etc/clickhouse-server/config.d/"
+cp "${DOCKER_BUILD_FOLDER}/entrypoint.alpine.sh"      "${CONTAINER_ROOT_FOLDER}/entrypoint.sh"
+
+## get glibc components from ubuntu 20.04 and put them to expected place
+docker pull ubuntu:20.04
+ubuntu20image=$(docker create --rm ubuntu:20.04)
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/libc.so.6       "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/libdl.so.2      "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/libm.so.6       "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/libpthread.so.0 "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/librt.so.1      "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/libnss_dns.so.2 "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib/x86_64-linux-gnu/libresolv.so.2  "${CONTAINER_ROOT_FOLDER}/lib"
+docker cp -L ${ubuntu20image}:/lib64/ld-linux-x86-64.so.2           "${CONTAINER_ROOT_FOLDER}/lib64"
+
+docker build "$DOCKER_BUILD_FOLDER" -f Dockerfile.alpine -t "yandex/clickhouse-server:${VERSION}-alpine" --pull
\ No newline at end of file
diff --git a/docker/server/entrypoint.alpine.sh b/docker/server/entrypoint.alpine.sh
new file mode 100755
index 00000000000..e2edda9ca26
--- /dev/null
+++ b/docker/server/entrypoint.alpine.sh
@@ -0,0 +1,152 @@
+#!/bin/sh
+#set -x
+
+DO_CHOWN=1
+if [ "$CLICKHOUSE_DO_NOT_CHOWN" = 1 ]; then
+    DO_CHOWN=0
+fi
+
+CLICKHOUSE_UID="${CLICKHOUSE_UID:-"$(id -u clickhouse)"}"
+CLICKHOUSE_GID="${CLICKHOUSE_GID:-"$(id -g clickhouse)"}"
+
+# support --user
+if [ "$(id -u)" = "0" ]; then
+    USER=$CLICKHOUSE_UID
+    GROUP=$CLICKHOUSE_GID
+    # busybox has setuidgid & chpst buildin
+    gosu="su-exec $USER:$GROUP"
+else
+    USER="$(id -u)"
+    GROUP="$(id -g)"
+    gosu=""
+    DO_CHOWN=0
+fi
+
+# set some vars
+CLICKHOUSE_CONFIG="${CLICKHOUSE_CONFIG:-/etc/clickhouse-server/config.xml}"
+
+# port is needed to check if clickhouse-server is ready for connections
+HTTP_PORT="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=http_port)"
+
+# get CH directories locations
+DATA_DIR="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=path || true)"
+TMP_DIR="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=tmp_path || true)"
+USER_PATH="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=user_files_path || true)"
+LOG_PATH="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=logger.log || true)"
+LOG_DIR="$(dirname $LOG_PATH || true)"
+ERROR_LOG_PATH="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=logger.errorlog || true)"
+ERROR_LOG_DIR="$(dirname $ERROR_LOG_PATH || true)"
+FORMAT_SCHEMA_PATH="$(clickhouse extract-from-config --config-file $CLICKHOUSE_CONFIG --key=format_schema_path || true)"
+
+CLICKHOUSE_USER="${CLICKHOUSE_USER:-default}"
+CLICKHOUSE_PASSWORD="${CLICKHOUSE_PASSWORD:-}"
+CLICKHOUSE_DB="${CLICKHOUSE_DB:-}"
+
+for dir in "$DATA_DIR" \
+  "$ERROR_LOG_DIR" \
+  "$LOG_DIR" \
+  "$TMP_DIR" \
+  "$USER_PATH" \
+  "$FORMAT_SCHEMA_PATH"
+do
+    # check if variable not empty
+    [ -z "$dir" ] && continue
+    # ensure directories exist
+    if ! mkdir -p "$dir"; then
+        echo "Couldn't create necessary directory: $dir"
+        exit 1
+    fi
+
+    if [ "$DO_CHOWN" = "1" ]; then
+        # ensure proper directories permissions
+        chown -R "$USER:$GROUP" "$dir"
+    elif [ "$(stat -c %u "$dir")" != "$USER" ]; then
+        echo "Necessary directory '$dir' isn't owned by user with id '$USER'"
+        exit 1
+    fi
+done
+
+# if clickhouse user is defined - create it (user "default" already exists out of box)
+if [ -n "$CLICKHOUSE_USER" ] && [ "$CLICKHOUSE_USER" != "default" ] || [ -n "$CLICKHOUSE_PASSWORD" ]; then
+    echo "$0: create new user '$CLICKHOUSE_USER' instead 'default'"
+    cat <<EOT > /etc/clickhouse-server/users.d/default-user.xml
+    <yandex>
+      <!-- Docs: <https://clickhouse.tech/docs/en/operations/settings/settings_users/> -->
+      <users>
+        <!-- Remove default user -->
+        <default remove="remove">
+        </default>
+
+        <${CLICKHOUSE_USER}>
+          <profile>default</profile>
+          <networks>
+            <ip>::/0</ip>
+          </networks>
+          <password>${CLICKHOUSE_PASSWORD}</password>
+          <quota>default</quota>
+        </${CLICKHOUSE_USER}>
+      </users>
+    </yandex>
+EOT
+fi
+
+if [ -n "$(ls /docker-entrypoint-initdb.d/)" ] || [ -n "$CLICKHOUSE_DB" ]; then
+    # Listen only on localhost until the initialization is done
+    $gosu /usr/bin/clickhouse-server --config-file=$CLICKHOUSE_CONFIG -- --listen_host=127.0.0.1 &
+    pid="$!"
+
+    # check if clickhouse is ready to accept connections
+    # will try to send ping clickhouse via http_port (max 6 retries, with 1 sec timeout and 1 sec delay between retries)
+    tries=6
+    while ! wget --spider -T 1 -q "http://localhost:$HTTP_PORT/ping" 2>/dev/null; do
+        if [ "$tries" -le "0" ]; then
+            echo >&2 'ClickHouse init process failed.'
+            exit 1
+        fi
+        tries=$(( tries-1 ))
+        sleep 1
+    done
+
+    if [ ! -z "$CLICKHOUSE_PASSWORD" ]; then
+        printf -v WITH_PASSWORD '%s %q' "--password" "$CLICKHOUSE_PASSWORD"
+    fi
+
+    clickhouseclient="clickhouse-client --multiquery -u $CLICKHOUSE_USER $WITH_PASSWORD "
+
+    # create default database, if defined
+    if [ -n "$CLICKHOUSE_DB" ]; then
+        echo "$0: create database '$CLICKHOUSE_DB'"
+        "$clickhouseclient" -q "CREATE DATABASE IF NOT EXISTS $CLICKHOUSE_DB";
+    fi
+
+    for f in /docker-entrypoint-initdb.d/*; do
+        case "$f" in
+            *.sh)
+                if [ -x "$f" ]; then
+                    echo "$0: running $f"
+                    "$f"
+                else
+                    echo "$0: sourcing $f"
+                    . "$f"
+                fi
+                ;;
+            *.sql)    echo "$0: running $f"; cat "$f" | "$clickhouseclient" ; echo ;;
+            *.sql.gz) echo "$0: running $f"; gunzip -c "$f" | "$clickhouseclient"; echo ;;
+            *)        echo "$0: ignoring $f" ;;
+        esac
+        echo
+    done
+
+    if ! kill -s TERM "$pid" || ! wait "$pid"; then
+        echo >&2 'Finishing of ClickHouse init process failed.'
+        exit 1
+    fi
+fi
+
+# if no args passed to `docker run` or first argument start with `--`, then the user is passing clickhouse-server arguments
+if [[ $# -lt 1 ]] || [[ "$1" == "--"* ]]; then
+    exec $gosu /usr/bin/clickhouse-server --config-file=$CLICKHOUSE_CONFIG "$@"
+fi
+
+# Otherwise, we assume the user want to run his own process, for example a `bash` shell to explore this image
+exec "$@"
diff --git a/docker/test/fasttest/Dockerfile b/docker/test/fasttest/Dockerfile
index bed438a6579..f6c665ff3fd 100644
--- a/docker/test/fasttest/Dockerfile
+++ b/docker/test/fasttest/Dockerfile
@@ -82,6 +82,7 @@ RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
 
 ENV COMMIT_SHA=''
 ENV PULL_REQUEST_NUMBER=''
+ENV COPY_CLICKHOUSE_BINARY_TO_OUTPUT=0
 
 COPY run.sh /
 CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/fasttest/run.sh b/docker/test/fasttest/run.sh
index f12ecbb2c9c..bcba50e9d81 100755
--- a/docker/test/fasttest/run.sh
+++ b/docker/test/fasttest/run.sh
@@ -20,6 +20,7 @@ FASTTEST_SOURCE=$(readlink -f "${FASTTEST_SOURCE:-$FASTTEST_WORKSPACE/ch}")
 FASTTEST_BUILD=$(readlink -f "${FASTTEST_BUILD:-${BUILD:-$FASTTEST_WORKSPACE/build}}")
 FASTTEST_DATA=$(readlink -f "${FASTTEST_DATA:-$FASTTEST_WORKSPACE/db-fasttest}")
 FASTTEST_OUTPUT=$(readlink -f "${FASTTEST_OUTPUT:-$FASTTEST_WORKSPACE}")
+PATH="$FASTTEST_BUILD/programs:$FASTTEST_SOURCE/tests:$PATH"
 
 # Export these variables, so that all subsequent invocations of the script
 # use them, and not try to guess them anew, which leads to weird effects.
@@ -28,6 +29,7 @@ export FASTTEST_SOURCE
 export FASTTEST_BUILD
 export FASTTEST_DATA
 export FASTTEST_OUT
+export PATH
 
 server_pid=none
 
@@ -125,7 +127,7 @@ function clone_submodules
 (
 cd "$FASTTEST_SOURCE"
 
-SUBMODULES_TO_UPDATE=(contrib/boost contrib/zlib-ng contrib/libxml2 contrib/poco contrib/libunwind contrib/ryu contrib/fmtlib contrib/base64 contrib/cctz contrib/libcpuid contrib/double-conversion contrib/libcxx contrib/libcxxabi contrib/libc-headers contrib/lz4 contrib/zstd contrib/fastops contrib/rapidjson contrib/re2 contrib/sparsehash-c11)
+SUBMODULES_TO_UPDATE=(contrib/boost contrib/zlib-ng contrib/libxml2 contrib/poco contrib/libunwind contrib/ryu contrib/fmtlib contrib/base64 contrib/cctz contrib/libcpuid contrib/double-conversion contrib/libcxx contrib/libcxxabi contrib/libc-headers contrib/lz4 contrib/zstd contrib/fastops contrib/rapidjson contrib/re2 contrib/sparsehash-c11 contrib/croaring)
 
 git submodule sync
 git submodule update --init --recursive "${SUBMODULES_TO_UPDATE[@]}"
@@ -137,7 +139,14 @@ git submodule foreach git clean -xfd
 
 function run_cmake
 {
-CMAKE_LIBS_CONFIG=("-DENABLE_LIBRARIES=0" "-DENABLE_TESTS=0" "-DENABLE_UTILS=0" "-DENABLE_EMBEDDED_COMPILER=0" "-DENABLE_THINLTO=0" "-DUSE_UNWIND=1")
+CMAKE_LIBS_CONFIG=(
+    "-DENABLE_LIBRARIES=0"
+    "-DENABLE_TESTS=0"
+    "-DENABLE_UTILS=0"
+    "-DENABLE_EMBEDDED_COMPILER=0"
+    "-DENABLE_THINLTO=0"
+    "-DUSE_UNWIND=1"
+)
 
 # TODO remove this? we don't use ccache anyway. An option would be to download it
 # from S3 simultaneously with cloning.
@@ -163,6 +172,9 @@ function build
 (
 cd "$FASTTEST_BUILD"
 time ninja clickhouse-bundle | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/build_log.txt"
+if [ "$COPY_CLICKHOUSE_BINARY_TO_OUTPUT" -eq "1" ]; then
+    cp programs/clickhouse "$FASTTEST_OUTPUT/clickhouse"
+fi
 ccache --show-stats ||:
 )
 }
@@ -219,6 +231,8 @@ TESTS_TO_SKIP=(
     01268_dictionary_direct_layout
     01280_ssd_complex_key_dictionary
     01281_group_by_limit_memory_tracking    # max_memory_usage_for_user can interfere another queries running concurrently
+    01318_encrypt                           # Depends on OpenSSL
+    01318_decrypt                           # Depends on OpenSSL
     01281_unsucceeded_insert_select_queries_counter
     01292_create_user
     01294_lazy_database_concurrent
@@ -258,6 +272,13 @@ TESTS_TO_SKIP=(
 
     # Look at DistributedFilesToInsert, so cannot run in parallel.
     01460_DistributedFilesToInsert
+
+    01541_max_memory_usage_for_user
+
+    # Require python libraries like scipy, pandas and numpy
+    01322_ttest_scipy
+
+    01545_system_errors
 )
 
 time clickhouse-test -j 8 --order=random --no-long --testname --shard --zookeeper --skip "${TESTS_TO_SKIP[@]}" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/test_log.txt"
@@ -327,8 +348,6 @@ case "$stage" in
     ;&
 "build")
     build
-    PATH="$FASTTEST_BUILD/programs:$FASTTEST_SOURCE/tests:$PATH"
-    export PATH
     ;&
 "configure")
     # The `install_log.txt` is also needed for compatibility with old CI task --
diff --git a/docker/test/fuzzer/run-fuzzer.sh b/docker/test/fuzzer/run-fuzzer.sh
index 6429c1bc19c..41559a9b1f5 100755
--- a/docker/test/fuzzer/run-fuzzer.sh
+++ b/docker/test/fuzzer/run-fuzzer.sh
@@ -164,7 +164,7 @@ case "$stage" in
         # Lost connection to the server. This probably means that the server died
         # with abort.
         echo "failure" > status.txt
-        if ! grep -ao "Received signal.*\|Logical error.*\|Assertion.*failed" server.log > description.txt
+        if ! grep -ao "Received signal.*\|Logical error.*\|Assertion.*failed\|Failed assertion.*" server.log > description.txt
         then
             echo "Lost connection to server. See the logs" > description.txt
         fi
diff --git a/docker/test/integration/base/Dockerfile b/docker/test/integration/base/Dockerfile
index b6a46f6d934..99095de60fb 100644
--- a/docker/test/integration/base/Dockerfile
+++ b/docker/test/integration/base/Dockerfile
@@ -17,7 +17,8 @@ RUN apt-get update \
         sqlite3 \
         curl \
         tar \
-        krb5-user
+        krb5-user \
+        iproute2
 RUN rm -rf \
         /var/lib/apt/lists/* \
         /var/cache/debconf \
diff --git a/docker/test/integration/runner/Dockerfile b/docker/test/integration/runner/Dockerfile
index 795d0d371f6..70b57b245d3 100644
--- a/docker/test/integration/runner/Dockerfile
+++ b/docker/test/integration/runner/Dockerfile
@@ -37,7 +37,28 @@ RUN apt-get update \
 ENV TZ=Europe/Moscow
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
 
-RUN python3 -m pip install urllib3==1.23 pytest docker-compose==1.22.0 docker dicttoxml kazoo PyMySQL psycopg2==2.7.5 pymongo tzlocal kafka-python protobuf redis aerospike pytest-timeout minio grpcio grpcio-tools cassandra-driver confluent-kafka avro
+RUN python3 -m pip install \
+    PyMySQL \
+    aerospike \
+    avro \
+    cassandra-driver \
+    confluent-kafka \
+    dicttoxml \
+    docker \
+    docker-compose==1.22.0 \
+    grpcio \
+    grpcio-tools \
+    kafka-python \
+    kazoo \
+    minio \
+    protobuf \
+    psycopg2-binary==2.7.5 \
+    pymongo \
+    pytest \
+    pytest-timeout \
+    redis \
+    tzlocal \
+    urllib3
 
 ENV DOCKER_CHANNEL stable
 ENV DOCKER_VERSION 17.09.1-ce
diff --git a/docker/test/performance-comparison/Dockerfile b/docker/test/performance-comparison/Dockerfile
index a4f8af2f388..76cadc3ce11 100644
--- a/docker/test/performance-comparison/Dockerfile
+++ b/docker/test/performance-comparison/Dockerfile
@@ -9,6 +9,7 @@ RUN apt-get update \
     && DEBIAN_FRONTEND=noninteractive apt-get install --yes --no-install-recommends \
             bash \
             curl \
+            dmidecode \
             g++ \
             gdb \
             git \
@@ -37,7 +38,18 @@ RUN apt-get update \
 
 COPY * /
 
-CMD /entrypoint.sh
+# Bind everything to one NUMA node, if there's more than one. Theoretically the
+# node #0 should be less stable because of system interruptions. We bind
+# randomly to node 1 or 0 to gather some statistics on that. We have to bind
+# both servers and the tmpfs on which the database is stored. How to do it
+# through Yandex Sandbox API is unclear, but by default tmpfs uses
+# 'process allocation policy', not sure which process but hopefully the one that
+# writes to it, so just bind the downloader script as well. We could also try to
+# remount it with proper options in Sandbox task.
+# https://www.kernel.org/doc/Documentation/filesystems/tmpfs.txt
+# Double-escaped backslashes are a tribute to the engineering wonder of docker --
+# it gives '/bin/sh: 1: [bash,: not found' otherwise.
+CMD ["bash", "-c", "node=$((RANDOM % $(numactl --hardware | sed -n 's/^.*available:\\(.*\\)nodes.*$/\\1/p'))); echo Will bind to NUMA node $node; numactl --cpunodebind=$node --membind=$node /entrypoint.sh"]
 
 # docker run --network=host --volume <workspace>:/workspace --volume=<output>:/output -e PR_TO_TEST=<> -e SHA_TO_TEST=<> yandex/clickhouse-performance-comparison
 
diff --git a/docker/test/performance-comparison/README.md b/docker/test/performance-comparison/README.md
index 3953e99fc0f..782644a81dd 100644
--- a/docker/test/performance-comparison/README.md
+++ b/docker/test/performance-comparison/README.md
@@ -48,12 +48,13 @@ This table shows queries that take significantly longer to process on the client
 #### Unexpected Query Duration
 Action required for every item -- these are errors that must be fixed.
 
-Queries that have "short" duration (on the order of 0.1 s) can't be reliably tested in a normal way, where we perform a small (about ten) measurements for each server, because the signal-to-noise ratio is much smaller. There is a special mode for such queries that instead runs them for a fixed amount of time, normally with much higher number of measurements (up to thousands). This mode must be explicitly enabled by the test author to avoid accidental errors. It must be used only for queries that are meant to complete "immediately", such as `select count(*)`. If your query is not supposed to be "immediate", try to make it run longer, by e.g. processing more data.
+A query is supposed to run longer than 0.1 second. If your query runs faster, increase the amount of processed data to bring the run time above this threshold. You can use a bigger table (e.g. `hits_100m` instead of `hits_10m`), increase a `LIMIT`, make a query single-threaded, and so on. Queries that are too fast suffer from poor stability and precision.
 
-This table shows queries for which the "short" marking is not consistent with the actual query run time -- i.e., a query runs for a long time but is marked as short, or it runs very fast but is not marked as short.
+Sometimes you want to test a query that is supposed to complete "instantaneously", i.e. in sublinear time. This might be `count(*)`, or parsing a complicated tuple. It might not be practical or even possible to increase the run time of such queries by adding more data. For such queries there is a specal comparison mode which runs them for a fixed amount of time, instead of a fixed number of iterations like we do normally. This mode is inferior to the normal mode, because the influence of noise and overhead is higher, which leads to less precise and stable results.
 
-If your query is really supposed to complete "immediately" and can't be made to run longer, you have to mark it as "short". To do so, write `<query short="1">...` in the test file. The value of "short" attribute is evaluated as a python expression, and substitutions are performed, so you can write something like `<query short="{column1} = {column2}">select count(*) from table where {column1} > {column2}</query>`, to mark only a particular combination of variables as short.
+If it is impossible to increase the run time of a query and it is supposed to complete "immediately", you have to explicitly mark this in the test. To do so, add a `short` attribute to the query tag in the test file: `<query short="1">...`. The value of the `short` attribute is evaluated as a python expression, and substitutions are performed, so you can write something like `<query short="{column1} = {column2}">select count(*) from table where {column1} > {column2}</query>`, to mark only a particular combination of variables as short.
 
+This table shows queries for which the `short` marking is not consistent with the actual query run time -- i.e., a query runs for a normal time but is marked as `short`, or it runs faster than normal but is not marked as `short`.
 
 #### Partial Queries
 Action required for the cells marked in red.
diff --git a/docker/test/performance-comparison/compare.sh b/docker/test/performance-comparison/compare.sh
index 74f1e81e8f3..d0cf12baa9e 100755
--- a/docker/test/performance-comparison/compare.sh
+++ b/docker/test/performance-comparison/compare.sh
@@ -63,7 +63,7 @@ function configure
     # Make copies of the original db for both servers. Use hardlinks instead
     # of copying to save space. Before that, remove preprocessed configs and
     # system tables, because sharing them between servers with hardlinks may
-    # lead to weird effects. 
+    # lead to weird effects.
     rm -r left/db ||:
     rm -r right/db ||:
     rm -r db0/preprocessed_configs ||:
@@ -77,20 +77,30 @@ function restart
     while killall clickhouse-server; do echo . ; sleep 1 ; done
     echo all killed
 
+    # Change the jemalloc settings here.
+    # https://github.com/jemalloc/jemalloc/wiki/Getting-Started
+    export MALLOC_CONF="confirm_conf:true"
+
     set -m # Spawn servers in their own process groups
 
-    left/clickhouse-server --config-file=left/config/config.xml -- --path left/db --user_files_path left/db/user_files &>> left-server-log.log &
+    left/clickhouse-server --config-file=left/config/config.xml \
+           -- --path left/db --user_files_path left/db/user_files \
+           &>> left-server-log.log &
     left_pid=$!
     kill -0 $left_pid
     disown $left_pid
 
-    right/clickhouse-server --config-file=right/config/config.xml -- --path right/db --user_files_path right/db/user_files &>> right-server-log.log &
+     right/clickhouse-server --config-file=right/config/config.xml \
+         -- --path right/db --user_files_path right/db/user_files \
+         &>> right-server-log.log &
     right_pid=$!
     kill -0 $right_pid
     disown $right_pid
 
     set +m
 
+    unset MALLOC_CONF
+
     wait_for_server 9001 $left_pid
     echo left ok
 
@@ -198,7 +208,7 @@ function run_tests
         echo test "$test_name"
 
         # Don't profile if we're past the time limit.
-        # Use awk because bash doesn't support floating point arithmetics.
+        # Use awk because bash doesn't support floating point arithmetic.
         profile_seconds=$(awk "BEGIN { print ($profile_seconds_left > 0 ? 10 : 0) }")
 
         TIMEFORMAT=$(printf "$test_name\t%%3R\t%%3U\t%%3S\n")
@@ -449,7 +459,12 @@ wait
 unset IFS
 )
 
-parallel --joblog analyze/parallel-log.txt --null < analyze/commands.txt 2>> analyze/errors.log
+# The comparison script might be bound to one NUMA node for better test
+# stability, and the calculation runs out of memory because of this. Use
+# all nodes.
+numactl --show
+numactl --cpunodebind=all --membind=all numactl --show
+numactl --cpunodebind=all --membind=all parallel --joblog analyze/parallel-log.txt --null < analyze/commands.txt 2>> analyze/errors.log
 
 clickhouse-local --query "
 -- Join the metric names back to the metric statistics we've calculated, and make
@@ -526,10 +541,10 @@ create table queries engine File(TSVWithNamesAndTypes, 'report/queries.tsv')
     as select
         abs(diff) > report_threshold        and abs(diff) > stat_threshold as changed_fail,
         abs(diff) > report_threshold - 0.05 and abs(diff) > stat_threshold as changed_show,
-        
+
         not changed_fail and stat_threshold > report_threshold + 0.10 as unstable_fail,
         not changed_show and stat_threshold > report_threshold - 0.05 as unstable_show,
-        
+
         left, right, diff, stat_threshold,
         if(report_threshold > 0, report_threshold, 0.10) as report_threshold,
         query_metric_stats.test test, query_metric_stats.query_index query_index,
@@ -752,7 +767,7 @@ create table all_tests_report engine File(TSV, 'report/all-queries.tsv') as
 -- The threshold for 2) is significantly larger than the threshold for 1), to
 -- avoid jitter.
 create view shortness
-    as select 
+    as select
         (test, query_index) in
             (select * from file('analyze/marked-short-queries.tsv', TSV,
             'test text, query_index int'))
@@ -1070,8 +1085,10 @@ case "$stage" in
     time configure
     ;&
 "restart")
+    numactl --show ||:
     numactl --hardware ||:
     lscpu ||:
+    dmidecode -t 4 ||:
     time restart
     ;&
 "run_tests")
diff --git a/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml b/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml
index cee7dc3ff16..ce7a6ae094a 100644
--- a/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml
+++ b/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml
@@ -14,6 +14,9 @@
                 we might also add time check to perf.py script.
             -->
             <max_execution_time>300</max_execution_time>
+
+            <!-- One NUMA node w/o hyperthreading -->
+            <max_threads>20</max_threads>
         </default>
     </profiles>
 </yandex>
diff --git a/docker/test/performance-comparison/report.py b/docker/test/performance-comparison/report.py
index 1f55300661b..9d3ccabb788 100755
--- a/docker/test/performance-comparison/report.py
+++ b/docker/test/performance-comparison/report.py
@@ -468,14 +468,14 @@ if args.report == 'main':
             return
 
         columns = [
-            'Test',                                               #0
-            'Wall clock time,&nbsp;s',                            #1
-            'Total client time,&nbsp;s',                          #2
-            'Total queries',                                      #3
-            'Longest query<br>(sum for all runs),&nbsp;s',        #4
-            'Avg wall clock time<br>(sum for all runs),&nbsp;s',  #5
-            'Shortest query<br>(sum for all runs),&nbsp;s',       #6
-            '', # Runs                                            #7
+            'Test',                                                  #0
+            'Wall clock time, entire test,&nbsp;s',                  #1
+            'Total client time for measured query runs,&nbsp;s',     #2
+            'Queries',                                               #3
+            'Longest query, total for measured runs,&nbsp;s',        #4
+            'Wall clock time per query,&nbsp;s',                     #5
+            'Shortest query, total for measured runs,&nbsp;s',       #6
+            '', # Runs                                               #7
             ]
         attrs = ['' for c in columns]
         attrs[7] = None
diff --git a/docker/test/stateless/Dockerfile b/docker/test/stateless/Dockerfile
index 33eb1c29103..47c45e57508 100644
--- a/docker/test/stateless/Dockerfile
+++ b/docker/test/stateless/Dockerfile
@@ -16,6 +16,7 @@ RUN apt-get update -y \
             python3-lxml \
             python3-requests \
             python3-termcolor \
+            python3-pip \
             qemu-user-static \
             sudo \
             telnet \
@@ -23,6 +24,8 @@ RUN apt-get update -y \
             unixodbc \
             wget
 
+RUN pip3 install numpy scipy pandas
+
 RUN mkdir -p /tmp/clickhouse-odbc-tmp \
    && wget -nv -O - ${odbc_driver_url} | tar --strip-components=1 -xz -C /tmp/clickhouse-odbc-tmp \
    && cp /tmp/clickhouse-odbc-tmp/lib64/*.so /usr/local/lib/ \
@@ -33,5 +36,8 @@ RUN mkdir -p /tmp/clickhouse-odbc-tmp \
 ENV TZ=Europe/Moscow
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
 
+ENV NUM_TRIES=1
+ENV MAX_RUN_TIME=0
+
 COPY run.sh /
 CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/stateless/run.sh b/docker/test/stateless/run.sh
index 3d5a2dffe32..8793f3d22b4 100755
--- a/docker/test/stateless/run.sh
+++ b/docker/test/stateless/run.sh
@@ -1,6 +1,7 @@
 #!/bin/bash
 
-set -e -x
+# fail on errors, verbose and export all env variables
+set -e -x -a
 
 dpkg -i package_folder/clickhouse-common-static_*.deb
 dpkg -i package_folder/clickhouse-common-static-dbg_*.deb
@@ -17,8 +18,26 @@ if grep -q -- "--use-skip-list" /usr/bin/clickhouse-test; then
     SKIP_LIST_OPT="--use-skip-list"
 fi
 
-# We can have several additional options so we path them as array because it's
-# more idiologically correct.
-read -ra ADDITIONAL_OPTIONS <<< "${ADDITIONAL_OPTIONS:-}"
+function run_tests()
+{
+    # We can have several additional options so we path them as array because it's
+    # more idiologically correct.
+    read -ra ADDITIONAL_OPTIONS <<< "${ADDITIONAL_OPTIONS:-}"
 
-clickhouse-test --testname --shard --zookeeper --hung-check --print-time "$SKIP_LIST_OPT" "${ADDITIONAL_OPTIONS[@]}" "$SKIP_TESTS_OPTION" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee test_output/test_result.txt
+    # Skip these tests, because they fail when we rerun them multiple times
+    if [ "$NUM_TRIES" -gt "1" ]; then
+        ADDITIONAL_OPTIONS+=('--skip')
+        ADDITIONAL_OPTIONS+=('00000_no_tests_to_skip')
+    fi
+
+    for i in $(seq 1 $NUM_TRIES); do
+        clickhouse-test --testname --shard --zookeeper --hung-check --print-time "$SKIP_LIST_OPT" "${ADDITIONAL_OPTIONS[@]}" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee -a test_output/test_result.txt
+        if [ ${PIPESTATUS[0]} -ne "0" ]; then
+            break;
+        fi
+    done
+}
+
+export -f run_tests
+
+timeout $MAX_RUN_TIME bash -c run_tests ||:
diff --git a/docker/test/stateless_unbundled/Dockerfile b/docker/test/stateless_unbundled/Dockerfile
index f2fd28e4078..345ba905412 100644
--- a/docker/test/stateless_unbundled/Dockerfile
+++ b/docker/test/stateless_unbundled/Dockerfile
@@ -58,6 +58,7 @@ RUN apt-get --allow-unauthenticated update -y \
             python3-lxml \
             python3-requests \
             python3-termcolor \
+            python3-pip \
             qemu-user-static \
             sudo \
             telnet \
@@ -68,6 +69,8 @@ RUN apt-get --allow-unauthenticated update -y \
             wget \
             zlib1g-dev
 
+RUN pip3 install numpy scipy pandas
+
 RUN mkdir -p /tmp/clickhouse-odbc-tmp \
    && wget -nv -O - ${odbc_driver_url} | tar --strip-components=1 -xz -C /tmp/clickhouse-odbc-tmp \
    && cp /tmp/clickhouse-odbc-tmp/lib64/*.so /usr/local/lib/ \
diff --git a/docker/test/stress/run.sh b/docker/test/stress/run.sh
index ba529c401ea..9da2f3d3ada 100755
--- a/docker/test/stress/run.sh
+++ b/docker/test/stress/run.sh
@@ -45,7 +45,7 @@ function start()
 # for clickhouse-server (via service)
 echo "ASAN_OPTIONS='malloc_context_size=10 verbosity=1 allocator_release_to_os_interval_ms=10000'" >> /etc/environment
 # for clickhouse-client
-export ASAN_OPTIONS='malloc_context_size=10 verbosity=1 allocator_release_to_os_interval_ms=10000'
+export ASAN_OPTIONS='malloc_context_size=10 allocator_release_to_os_interval_ms=10000'
 
 start
 
diff --git a/docker/test/stress/stress b/docker/test/stress/stress
index a81391d56a7..f29ebc55141 100755
--- a/docker/test/stress/stress
+++ b/docker/test/stress/stress
@@ -28,8 +28,18 @@ def get_options(i):
     options = ""
     if 0 < i:
         options += " --order=random"
+
     if i % 2 == 1:
         options += " --db-engine=Ordinary"
+
+    # If database name is not specified, new database is created for each functional test.
+    # Run some threads with one database for all tests.
+    if i % 3 == 1:
+        options += " --database=test_{}".format(i)
+
+    if i == 13:
+        options += " --client-option='memory_tracker_fault_probability=0.00001'"
+
     return options
 
 
diff --git a/docker/test/testflows/runner/Dockerfile b/docker/test/testflows/runner/Dockerfile
index ed49743319c..06241d6d497 100644
--- a/docker/test/testflows/runner/Dockerfile
+++ b/docker/test/testflows/runner/Dockerfile
@@ -35,7 +35,7 @@ RUN apt-get update \
 ENV TZ=Europe/Moscow
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
 
-RUN pip3 install urllib3 testflows==1.6.48 docker-compose docker dicttoxml kazoo tzlocal
+RUN pip3 install urllib3 testflows==1.6.59 docker-compose docker dicttoxml kazoo tzlocal
 
 ENV DOCKER_CHANNEL stable
 ENV DOCKER_VERSION 17.09.1-ce
@@ -72,5 +72,5 @@ RUN set -x \
 VOLUME /var/lib/docker
 EXPOSE 2375
 ENTRYPOINT ["dockerd-entrypoint.sh"]
-CMD ["sh", "-c", "python3 regression.py --no-color --local --clickhouse-binary-path ${CLICKHOUSE_TESTS_SERVER_BIN_PATH} --log test.log ${TESTFLOWS_OPTS}; cat test.log | tfs report results --format json > results.json"]
+CMD ["sh", "-c", "python3 regression.py --no-color -o classic --local --clickhouse-binary-path ${CLICKHOUSE_TESTS_SERVER_BIN_PATH} --log test.log ${TESTFLOWS_OPTS}; cat test.log | tfs report results --format json > results.json"]
 
diff --git a/docs/README.md b/docs/README.md
index c7fa0221726..8b3066501bf 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -195,7 +195,7 @@ Templates:
 
 - [Function](_description_templates/template-function.md)
 - [Setting](_description_templates/template-setting.md)
-- [Table engine](_description_templates/template-table-engine.md)
+- [Database or Table engine](_description_templates/template-engine.md)
 - [System table](_description_templates/template-system-table.md)
 
 
diff --git a/docs/_description_templates/template-table-engine.md b/docs/_description_templates/template-engine.md
similarity index 59%
rename from docs/_description_templates/template-table-engine.md
rename to docs/_description_templates/template-engine.md
index c1bfcb3ec86..35181881134 100644
--- a/docs/_description_templates/template-table-engine.md
+++ b/docs/_description_templates/template-engine.md
@@ -1,8 +1,14 @@
 # EngineName {#enginename}
 
--   What the engine does.
+-   What the Database/Table engine does.
 -   Relations with other engines if they exist.
 
+## Creating a Database {#creating-a-database}
+``` sql
+    CREATE DATABASE ...
+```
+or
+
 ## Creating a Table {#creating-a-table}
 ``` sql
     CREATE TABLE ...
@@ -10,12 +16,19 @@
 
 **Engine Parameters**
 
-**Query Clauses**
+**Query Clauses** (for Table engines only)
 
-## Virtual columns {#virtual-columns}
+## Virtual columns {#virtual-columns} (for Table engines only)
 
 List and virtual columns with description, if they exist.
 
+## Data Types Support {#data_types-support} (for Database engines only)
+
+|  EngineName           | ClickHouse                         |
+|-----------------------|------------------------------------|
+| NativeDataTypeName    | [ClickHouseDataTypeName](link#)    |
+
+
 ## Specifics and recommendations {#specifics-and-recommendations}
 
 Algorithms
diff --git a/docs/en/commercial/cloud.md b/docs/en/commercial/cloud.md
index 07d843f724a..06216517db8 100644
--- a/docs/en/commercial/cloud.md
+++ b/docs/en/commercial/cloud.md
@@ -18,4 +18,14 @@ toc_title: Cloud
 -   Encryption and isolation
 -   Automated maintenance
 
+## Altinity.Cloud {#altinity.cloud}
+
+[Altinity.Cloud](https://altinity.com/cloud-database/) is a fully managed ClickHouse-as-a-Service for the Amazon public cloud. 
+-   Fast deployment of ClickHouse clusters on Amazon resources
+-   Easy scale-out/scale-in as well as vertical scaling of nodes
+-   Isolated per-tenant VPCs with public endpoint or VPC peering
+-   Configurable storage types and volume configurations
+-   Cross-AZ scaling for performance and high availability
+-   Built-in monitoring and SQL query editor
+
 {## [Original article](https://clickhouse.tech/docs/en/commercial/cloud/) ##}
diff --git a/docs/en/development/architecture.md b/docs/en/development/architecture.md
index bea75140606..19caa5241b0 100644
--- a/docs/en/development/architecture.md
+++ b/docs/en/development/architecture.md
@@ -189,7 +189,7 @@ Replication is implemented in the `ReplicatedMergeTree` storage engine. The path
 
 Replication uses an asynchronous multi-master scheme. You can insert data into any replica that has a session with `ZooKeeper`, and data is replicated to all other replicas asynchronously. Because ClickHouse doesn’t support UPDATEs, replication is conflict-free. As there is no quorum acknowledgment of inserts, just-inserted data might be lost if one node fails.
 
-Metadata for replication is stored in ZooKeeper. There is a replication log that lists what actions to do. Actions are: get part; merge parts; drop a partition, and so on. Each replica copies the replication log to its queue and then executes the actions from the queue. For example, on insertion, the “get the part” action is created in the log, and every replica downloads that part. Merges are coordinated between replicas to get byte-identical results. All parts are merged in the same way on all replicas. It is achieved by electing one replica as the leader, and that replica initiates merges and writes “merge parts” actions to the log.
+Metadata for replication is stored in ZooKeeper. There is a replication log that lists what actions to do. Actions are: get part; merge parts; drop a partition, and so on. Each replica copies the replication log to its queue and then executes the actions from the queue. For example, on insertion, the “get the part” action is created in the log, and every replica downloads that part. Merges are coordinated between replicas to get byte-identical results. All parts are merged in the same way on all replicas. One of the leaders initiates a new merge first and writes “merge parts” actions to the log. Multiple replicas (or all) can be leaders at the same time. A replica can be prevented from becoming a leader using the `merge_tree` setting `replicated_can_become_leader`. The leaders are responsible for scheduling background merges.
 
 Replication is physical: only compressed parts are transferred between nodes, not queries. Merges are processed on each replica independently in most cases to lower the network costs by avoiding network amplification. Large merged parts are sent over the network only in cases of significant replication lag.
 
diff --git a/docs/en/development/tests.md b/docs/en/development/tests.md
index 8c06c868e66..e6141f7ab02 100644
--- a/docs/en/development/tests.md
+++ b/docs/en/development/tests.md
@@ -47,6 +47,8 @@ select x; -- { serverError 49 }
 ```
 This test ensures that the server returns an error with code 49 about unknown column `x`. If there is no error, or the error is different, the test will fail. If you want to ensure that an error occurs on the client side, use `clientError` annotation instead.
 
+Do not check for a particular wording of error message, it may change in the future, and the test will needlessly break. Check only the error code. If the existing error code is not precise enough for your needs, consider adding a new one.
+
 ### Testing a Distributed Query
 
 If you want to use distributed queries in functional tests, you can leverage `remote` table function with `127.0.0.{1..2}` addresses for the server to query itself; or you can use predefined test clusters in server configuration file like `test_shard_localhost`. Remember to add the words `shard` or `distributed` to the test name, so that it is ran in CI in correct configurations, where the server is configured to support distributed queries.
diff --git a/docs/en/engines/table-engines/integrations/rabbitmq.md b/docs/en/engines/table-engines/integrations/rabbitmq.md
index dd14ee3b4b1..b0901ee6f6e 100644
--- a/docs/en/engines/table-engines/integrations/rabbitmq.md
+++ b/docs/en/engines/table-engines/integrations/rabbitmq.md
@@ -51,7 +51,7 @@ Optional parameters:
 -   `rabbitmq_row_delimiter` – Delimiter character, which ends the message.
 -   `rabbitmq_schema` – Parameter that must be used if the format requires a schema definition. For example, [Cap’n Proto](https://capnproto.org/) requires the path to the schema file and the name of the root `schema.capnp:Message` object.
 -   `rabbitmq_num_consumers` – The number of consumers per table. Default: `1`. Specify more consumers if the throughput of one consumer is insufficient.
--   `rabbitmq_num_queues` – The number of queues per consumer. Default: `1`. Specify more queues if the capacity of one queue per consumer is insufficient.
+-   `rabbitmq_num_queues` – Total number of queues. Default: `1`. Increasing this number can significantly improve performance.
 -   `rabbitmq_queue_base` - Specify a hint for queue names. Use cases of this setting are described below.
 -   `rabbitmq_deadletter_exchange` - Specify name for a [dead letter exchange](https://www.rabbitmq.com/dlx.html). You can create another table with this exchange name and collect messages in cases when they are republished to dead letter exchange. By default dead letter exchange is not specified.
 -   `rabbitmq_persistent` - If set to 1 (true), in insert query delivery mode will be set to 2 (marks messages as 'persistent'). Default: `0`.
@@ -148,4 +148,5 @@ Example:
 -   `_channel_id` - ChannelID, on which consumer, who received the message, was declared.
 -   `_delivery_tag` - DeliveryTag of the received message. Scoped per channel.
 -   `_redelivered` - `redelivered` flag of the message.
--   `_message_id` - MessageID of the received message; non-empty if was set, when message was published.
+-   `_message_id` - messageID of the received message; non-empty if was set, when message was published.
+-   `_timestamp` - timestamp of the received message; non-empty if was set, when message was published.
diff --git a/docs/en/engines/table-engines/mergetree-family/mergetree.md b/docs/en/engines/table-engines/mergetree-family/mergetree.md
index c96e31a6eed..d48c05326c1 100644
--- a/docs/en/engines/table-engines/mergetree-family/mergetree.md
+++ b/docs/en/engines/table-engines/mergetree-family/mergetree.md
@@ -88,7 +88,7 @@ For a description of parameters, see the [CREATE query description](../../../sql
 
     -   `index_granularity` — Maximum number of data rows between the marks of an index. Default value: 8192. See [Data Storage](#mergetree-data-storage).
     -   `index_granularity_bytes` — Maximum size of data granules in bytes. Default value: 10Mb. To restrict the granule size only by number of rows, set to 0 (not recommended). See [Data Storage](#mergetree-data-storage).
-    -   `min_index_granularity_bytes` — Min allowed size of data granules in bytes. Default value: 1024b. To provide safeguard against accidentally creating tables with very low index_granularity_bytes. See [Data Storage](#mergetree-data-storage).
+    -   `min_index_granularity_bytes` — Min allowed size of data granules in bytes. Default value: 1024b. To provide a safeguard against accidentally creating tables with very low index_granularity_bytes. See [Data Storage](#mergetree-data-storage).
     -   `enable_mixed_granularity_parts` — Enables or disables transitioning to control the granule size with the `index_granularity_bytes` setting. Before version 19.11, there was only the `index_granularity` setting for restricting granule size. The `index_granularity_bytes` setting improves ClickHouse performance when selecting data from tables with big rows (tens and hundreds of megabytes). If you have tables with big rows, you can enable this setting for the tables to improve the efficiency of `SELECT` queries.
     -   `use_minimalistic_part_header_in_zookeeper` — Storage method of the data parts headers in ZooKeeper. If `use_minimalistic_part_header_in_zookeeper=1`, then ZooKeeper stores less data. For more information, see the [setting description](../../../operations/server-configuration-parameters/settings.md#server-settings-use_minimalistic_part_header_in_zookeeper) in “Server configuration parameters”.
     -   `min_merge_bytes_to_use_direct_io` — The minimum data volume for merge operation that is required for using direct I/O access to the storage disk. When merging data parts, ClickHouse calculates the total storage volume of all the data to be merged. If the volume exceeds `min_merge_bytes_to_use_direct_io` bytes, ClickHouse reads and writes the data to the storage disk using the direct I/O interface (`O_DIRECT` option). If `min_merge_bytes_to_use_direct_io = 0`, then direct I/O is disabled. Default value: `10 * 1024 * 1024 * 1024` bytes.
diff --git a/docs/en/engines/table-engines/mergetree-family/replication.md b/docs/en/engines/table-engines/mergetree-family/replication.md
index cdb2d718415..932facc9ddc 100644
--- a/docs/en/engines/table-engines/mergetree-family/replication.md
+++ b/docs/en/engines/table-engines/mergetree-family/replication.md
@@ -117,7 +117,9 @@ CREATE TABLE table_name
 
 </details>
 
-As the example shows, these parameters can contain substitutions in curly brackets. The substituted values are taken from the ‘macros’ section of the configuration file. Example:
+As the example shows, these parameters can contain substitutions in curly brackets. The substituted values are taken from the «[macros](../../../operations/server-configuration-parameters/settings/#macros) section of the configuration file. 
+
+Example:
 
 ``` xml
 <macros>
@@ -137,12 +139,40 @@ In this case, the path consists of the following parts:
 `table_name` is the name of the node for the table in ZooKeeper. It is a good idea to make it the same as the table name. It is defined explicitly, because in contrast to the table name, it doesn’t change after a RENAME query.
 *HINT*: you could add a database name in front of `table_name` as well. E.g. `db_name.table_name`
 
+The two built-in substitutions `{database}` and `{table}` can be used, they expand into the table name and the database name respectively (unless these macros are defined in the `macros` section). So the zookeeper path can be specified as `'/clickhouse/tables/{layer}-{shard}/{database}/{table}'`.
+Be careful with table renames when using these built-in substitutions. The path in Zookeeper cannot be changed, and when the table is renamed, the macros will expand into a different path, the table will refer to a path that does not exist in Zookeeper, and will go into read-only mode.
+
 The replica name identifies different replicas of the same table. You can use the server name for this, as in the example. The name only needs to be unique within each shard.
 
 You can define the parameters explicitly instead of using substitutions. This might be convenient for testing and for configuring small clusters. However, you can’t use distributed DDL queries (`ON CLUSTER`) in this case.
 
 When working with large clusters, we recommend using substitutions because they reduce the probability of error.
 
+You can specify default arguments for `Replicated` table engine in the server configuration file. For instance:
+
+```xml
+<default_replica_path>/clickhouse/tables/{shard}/{database}/{table}</default_replica_path>
+<default_replica_name>{replica}</default_replica_path>
+```
+
+In this case, you can omit arguments when creating tables:
+
+``` sql
+CREATE TABLE table_name (
+	x UInt32
+) ENGINE = ReplicatedMergeTree 
+ORDER BY x;
+```
+
+It is equivalent to:
+
+``` sql
+CREATE TABLE table_name (
+	x UInt32
+) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{shard}/{database}/table_name', '{replica}') 
+ORDER BY x;
+```
+
 Run the `CREATE TABLE` query on each replica. This query creates a new replicated table, or adds a new replica to an existing one.
 
 If you add a new replica after the table already contains some data on other replicas, the data will be copied from the other replicas to the new one after running the query. In other words, the new replica syncs itself with the others.
diff --git a/docs/en/faq/integration/json-import.md b/docs/en/faq/integration/json-import.md
index 067b407a079..fb94f226f2b 100644
--- a/docs/en/faq/integration/json-import.md
+++ b/docs/en/faq/integration/json-import.md
@@ -30,4 +30,4 @@ Instead of inserting data manually, you might consider to use one of [client lib
 -   `input_format_import_nested_json` allows to insert nested JSON objects into columns of [Nested](../../sql-reference/data-types/nested-data-structures/nested.md) type.
 
 !!! note "Note"
-    Settings are specified as `GET` parameters for the HTTP interface or as additional command-line arguments prefixed with `--` for the CLI interface.
+    Settings are specified as `GET` parameters for the HTTP interface or as additional command-line arguments prefixed with `--` for the `CLI` interface.
\ No newline at end of file
diff --git a/docs/en/getting-started/example-datasets/amplab-benchmark.md b/docs/en/getting-started/example-datasets/amplab-benchmark.md
index 1b740f6194c..27ddfd27f78 100644
--- a/docs/en/getting-started/example-datasets/amplab-benchmark.md
+++ b/docs/en/getting-started/example-datasets/amplab-benchmark.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 17
+toc_priority: 19
 toc_title: AMPLab Big Data Benchmark
 ---
 
diff --git a/docs/en/getting-started/example-datasets/criteo.md b/docs/en/getting-started/example-datasets/criteo.md
index a38a1b14210..261d1606fa4 100644
--- a/docs/en/getting-started/example-datasets/criteo.md
+++ b/docs/en/getting-started/example-datasets/criteo.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 19
+toc_priority: 18
 toc_title: Terabyte Click Logs from Criteo
 ---
 
diff --git a/docs/en/getting-started/example-datasets/index.md b/docs/en/getting-started/example-datasets/index.md
index eedf4196b23..35ac90f9beb 100644
--- a/docs/en/getting-started/example-datasets/index.md
+++ b/docs/en/getting-started/example-datasets/index.md
@@ -1,6 +1,6 @@
 ---
 toc_folder_title: Example Datasets
-toc_priority: 15
+toc_priority: 14
 toc_title: Introduction
 ---
 
@@ -18,4 +18,4 @@ The list of documented datasets:
 -   [New York Taxi Data](../../getting-started/example-datasets/nyc-taxi.md)
 -   [OnTime](../../getting-started/example-datasets/ontime.md)
 
-[Original article](https://clickhouse.tech/docs/en/getting_started/example_datasets) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/getting_started/example_datasets) <!--hide-->
\ No newline at end of file
diff --git a/docs/en/getting-started/example-datasets/metrica.md b/docs/en/getting-started/example-datasets/metrica.md
index 4131dca78fe..b036973b255 100644
--- a/docs/en/getting-started/example-datasets/metrica.md
+++ b/docs/en/getting-started/example-datasets/metrica.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 14
+toc_priority: 15
 toc_title: Yandex.Metrica Data
 ---
 
diff --git a/docs/en/getting-started/example-datasets/nyc-taxi.md b/docs/en/getting-started/example-datasets/nyc-taxi.md
index a180f19be8a..9b9a12ba724 100644
--- a/docs/en/getting-started/example-datasets/nyc-taxi.md
+++ b/docs/en/getting-started/example-datasets/nyc-taxi.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 16
+toc_priority: 20
 toc_title: New York Taxi Data
 ---
 
diff --git a/docs/en/getting-started/example-datasets/ontime.md b/docs/en/getting-started/example-datasets/ontime.md
index 91b6913e223..c2c8d5d930e 100644
--- a/docs/en/getting-started/example-datasets/ontime.md
+++ b/docs/en/getting-started/example-datasets/ontime.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 15
+toc_priority: 21
 toc_title: OnTime
 ---
 
diff --git a/docs/en/getting-started/example-datasets/star-schema.md b/docs/en/getting-started/example-datasets/star-schema.md
index 7940807ee49..8a019e7ded3 100644
--- a/docs/en/getting-started/example-datasets/star-schema.md
+++ b/docs/en/getting-started/example-datasets/star-schema.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 20
+toc_priority: 16
 toc_title: Star Schema Benchmark
 ---
 
diff --git a/docs/en/getting-started/example-datasets/wikistat.md b/docs/en/getting-started/example-datasets/wikistat.md
index 874af8c9423..619711582f4 100644
--- a/docs/en/getting-started/example-datasets/wikistat.md
+++ b/docs/en/getting-started/example-datasets/wikistat.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 18
+toc_priority: 17
 toc_title: WikiStat
 ---
 
diff --git a/docs/en/interfaces/formats.md b/docs/en/interfaces/formats.md
index d96d48bdca3..d310705d1c1 100644
--- a/docs/en/interfaces/formats.md
+++ b/docs/en/interfaces/formats.md
@@ -460,7 +460,7 @@ See also the [JSONEachRow](#jsoneachrow) format.
 
 ## JSONString {#jsonstring}
 
-Differs from JSON only in that data fields are output in strings, not in typed json values.
+Differs from JSON only in that data fields are output in strings, not in typed JSON values.
 
 Example:
 
@@ -596,7 +596,7 @@ When inserting the data, you should provide a separate JSON value for each row.
 ## JSONEachRowWithProgress {#jsoneachrowwithprogress}
 ## JSONStringEachRowWithProgress {#jsonstringeachrowwithprogress}
 
-Differs from JSONEachRow/JSONStringEachRow in that ClickHouse will also yield progress information as JSON objects.
+Differs from `JSONEachRow`/`JSONStringEachRow` in that ClickHouse will also yield progress information as JSON values.
 
 ```json
 {"row":{"'hello'":"hello","multiply(42, number)":"0","range(5)":[0,1,2,3,4]}}
@@ -608,7 +608,7 @@ Differs from JSONEachRow/JSONStringEachRow in that ClickHouse will also yield pr
 ## JSONCompactEachRowWithNamesAndTypes {#jsoncompacteachrowwithnamesandtypes}
 ## JSONCompactStringEachRowWithNamesAndTypes {#jsoncompactstringeachrowwithnamesandtypes}
 
-Differs from JSONCompactEachRow/JSONCompactStringEachRow in that the column names and types are written as the first two rows.
+Differs from `JSONCompactEachRow`/`JSONCompactStringEachRow` in that the column names and types are written as the first two rows.
 
 ```json
 ["'hello'", "multiply(42, number)", "range(5)"]
diff --git a/docs/en/interfaces/http.md b/docs/en/interfaces/http.md
index 4840737fd48..310286e3d44 100644
--- a/docs/en/interfaces/http.md
+++ b/docs/en/interfaces/http.md
@@ -79,7 +79,7 @@ By default, data is returned in TabSeparated format (for more information, see t
 
 You use the FORMAT clause of the query to request any other format.
 
-Also, you can use the ‘default_format’ URL parameter or ‘X-ClickHouse-Format’ header to specify a default format other than TabSeparated.
+Also, you can use the ‘default_format’ URL parameter or the ‘X-ClickHouse-Format’ header to specify a default format other than TabSeparated.
 
 ``` bash
 $ echo 'SELECT 1 FORMAT Pretty' | curl 'http://localhost:8123/?' --data-binary @-
@@ -170,7 +170,7 @@ $ echo "SELECT 1" | gzip -c | curl -sS --data-binary @- -H 'Content-Encoding: gz
 !!! note "Note"
     Some HTTP clients might decompress data from the server by default (with `gzip` and `deflate`) and you might get decompressed data even if you use the compression settings correctly.
 
-You can use the ‘database’ URL parameter or ‘X-ClickHouse-Database’ header to specify the default database.
+You can use the ‘database’ URL parameter or the ‘X-ClickHouse-Database’ header to specify the default database.
 
 ``` bash
 $ echo 'SELECT number FROM numbers LIMIT 10' | curl 'http://localhost:8123/?database=system' --data-binary @-
diff --git a/docs/en/interfaces/third-party/client-libraries.md b/docs/en/interfaces/third-party/client-libraries.md
index bb98c5f936b..4e8347c9a6e 100644
--- a/docs/en/interfaces/third-party/client-libraries.md
+++ b/docs/en/interfaces/third-party/client-libraries.md
@@ -6,7 +6,7 @@ toc_title: Client Libraries
 # Client Libraries from Third-party Developers {#client-libraries-from-third-party-developers}
 
 !!! warning "Disclaimer"
-    Yandex does **not** maintain the libraries listed below and haven’t done any extensive testing to ensure their quality.
+    Yandex does **not** maintain the libraries listed below and hasn’t done any extensive testing to ensure their quality.
 
 -   Python
     -   [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm)
diff --git a/docs/en/introduction/adopters.md b/docs/en/introduction/adopters.md
index b85aa9b261f..d08e7833b33 100644
--- a/docs/en/introduction/adopters.md
+++ b/docs/en/introduction/adopters.md
@@ -77,6 +77,7 @@ toc_title: Adopters
 | <a href="https://rambler.ru" class="favicon">Rambler</a>                                       | Internet services               | Analytics             | —                                                          | —                                                                            | [Talk in Russian, April 2018](https://medium.com/@ramblertop/разработка-api-clickhouse-для-рамблер-топ-100-f4c7e56f3141)                                                                                                |
 | <a href="https://retell.cc/" class="favicon">Retell</a>                                       | Speech synthesis               | Analytics             | —                                                          | —                                                                            | [Blog Article, August 2020](https://vc.ru/services/153732-kak-sozdat-audiostati-na-vashem-sayte-i-zachem-eto-nuzhno)                                                                                                |
 | <a href="https://rspamd.com/" class="favicon">Rspamd</a> | Antispam | Analytics | — | — | [Official Website](https://rspamd.com/doc/modules/clickhouse.html)                                                                                                |
+| <a href="https://rusiem.com/en" class="favicon">RuSIEM</a> | SIEM | Main Product | — | — | [Official Website](https://rusiem.com/en/products/architecture)                                                                                                |
 | <a href="https://www.s7.ru" class="favicon">S7 Airlines</a>                                    | Airlines                        | Metrics, Logging      | —                                                          | —                                                                            | [Talk in Russian, March 2019](https://www.youtube.com/watch?v=nwG68klRpPg&t=15s)                                                                                                                                        |
 | <a href="https://www.scireum.de/" class="favicon">scireum GmbH</a>                             | e-Commerce                      | Main product          | —                                                          | —                                                                            | [Talk in German, February 2020](https://www.youtube.com/watch?v=7QWAn5RbyR4)                                                                                                                                            |
 | <a href="https://segment.com/" class="favicon">Segment</a>                   | Data processing                      | Main product          | 9 * i3en.3xlarge nodes 7.5TB NVME SSDs, 96GB Memory, 12 vCPUs                                                          | —                                                                            | [Slides, 2019](https://slides.com/abraithwaite/segment-clickhouse)                                                                                                                                            |
@@ -88,6 +89,8 @@ toc_title: Adopters
 | <a href="https://smi2.ru/" class="favicon">SMI2</a>                                            | News                            | Analytics             | —                                                          | —                                                                            | [Blog Post in Russian, November 2017](https://habr.com/ru/company/smi2/blog/314558/)                                                                                                                                    |
 | <a href="https://www.splunk.com/" class="favicon">Splunk</a>                                   | Business Analytics              | Main product          | —                                                          | —                                                                            | [Slides in English, January 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/splunk.pdf)                                                                                               |
 | <a href="https://www.spotify.com" class="favicon">Spotify</a>                                  | Music                           | Experimentation       | —                                                          | —                                                                            | [Slides, July 2018](https://www.slideshare.net/glebus/using-clickhouse-for-experimentation-104247173)                                                                                                                   |
+| <a href="https://www.staffcop.ru/" class="favicon">Staffcop</a>                                | Information Security                      | Main Product | —                                                          | —                                                                            | [Official website, Documentation](https://www.staffcop.ru/sce43) |
+| <a href="https://www.teralytics.net/" class="favicon">Teralytics</a>                                | Mobility                      | Analytics | —                                                          | —                                                                            | [Tech blog](https://www.teralytics.net/knowledge-hub/visualizing-mobility-data-the-scalability-challenge) |
 | <a href="https://www.tencent.com" class="favicon">Tencent</a>                                  | Big Data                        | Data processing       | —                                                          | —                                                                            | [Slides in Chinese, October 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/5.%20ClickHouse大数据集群应用_李俊飞腾讯网媒事业部.pdf)                                                   |
 | <a href="https://www.tencent.com" class="favicon">Tencent</a>                                  | Messaging                       | Logging               | —                                                          | —                                                                            | [Talk in Chinese, November 2019](https://youtu.be/T-iVQRuw-QY?t=5050)                                                                                                                                                   |
 | <a href="https://trafficstars.com/" class="favicon">Traffic Stars</a>                          | AD network                      | —                     | —                                                          | —                                                                            | [Slides in Russian, May 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup15/lightning/ninja.pdf)                                                                                          |
diff --git a/docs/en/operations/opentelemetry.md b/docs/en/operations/opentelemetry.md
new file mode 100644
index 00000000000..45533d3733f
--- /dev/null
+++ b/docs/en/operations/opentelemetry.md
@@ -0,0 +1,69 @@
+---
+toc_priority: 62
+toc_title: OpenTelemetry Support
+---
+
+# [experimental] OpenTelemetry Support
+
+[OpenTelemetry](https://opentelemetry.io/) is an open standard for collecting
+traces and metrics from distributed application. ClickHouse has some support
+for OpenTelemetry.
+
+!!! warning "Warning"
+This is an experimental feature that will change in backwards-incompatible ways in the future releases.
+
+
+## Supplying Trace Context to ClickHouse
+
+ClickHouse accepts trace context HTTP headers, as described by
+the [W3C recommendation](https://www.w3.org/TR/trace-context/).
+It also accepts trace context over native protocol that is used for
+communication between ClickHouse servers or between the client and server.
+For manual testing, trace context headers conforming to the Trace Context
+recommendation can be supplied to `clickhouse-client` using
+`--opentelemetry-traceparent` and `--opentelemetry-tracestate` flags.
+
+If no parent trace context is supplied, ClickHouse can start a new trace, with
+probability controlled by the `opentelemetry_start_trace_probability` setting.
+
+
+## Propagating the Trace Context
+
+The trace context is propagated to downstream services in the following cases:
+
+* Queries to remote ClickHouse servers, such as when using `Distributed` table
+  engine.
+
+* `URL` table function. Trace context information is sent in HTTP headers.
+
+
+## Tracing the ClickHouse Itself
+
+ClickHouse creates _trace spans_ for each query and some of the query execution
+stages, such as query planning or distributed queries.
+
+To be useful, the tracing information has to be exported to a monitoring system
+that supports OpenTelemetry, such as Jaeger or Prometheus. ClickHouse avoids
+a dependency on a particular monitoring system, instead only
+providing the tracing data conforming to the standard. A natural way to do so
+in an SQL RDBMS is a system table. OpenTelemetry trace span information
+[required by the standard](https://github.com/open-telemetry/opentelemetry-specification/blob/master/specification/overview.md#span)
+is stored in the system table called `system.opentelemetry_span_log`.
+
+The table must be enabled in the server configuration, see the `opentelemetry_span_log`
+element in the default config file `config.xml`. It is enabled by default.
+
+The table has the following columns:
+
+- `trace_id` 
+- `span_id`
+- `parent_span_id`
+- `operation_name`
+- `start_time`
+- `finish_time`
+- `finish_date`
+- `attribute.name`
+- `attribute.values`
+
+The tags or attributes are saved as two parallel arrays, containing the keys
+and values. Use `ARRAY JOIN` to work with them.
diff --git a/docs/en/operations/server-configuration-parameters/settings.md b/docs/en/operations/server-configuration-parameters/settings.md
index 368ef8e6f7c..31a8e896438 100644
--- a/docs/en/operations/server-configuration-parameters/settings.md
+++ b/docs/en/operations/server-configuration-parameters/settings.md
@@ -479,6 +479,26 @@ The maximum number of simultaneously processed requests.
 <max_concurrent_queries>100</max_concurrent_queries>
 ```
 
+## max_concurrent_queries_for_all_users {#max-concurrent-queries-for-all-users}
+
+Throw exception if the value of this setting is less or equal than the current number of simultaneously processed queries.
+
+Example: `max_concurrent_queries_for_all_users` can be set to 99 for all users and database administrator can set it to 100 for itself to run queries for investigation even when the server is overloaded.
+
+Modifying the setting for one query or user does not affect other queries.
+
+Default value: `0` that means no limit.
+
+**Example**
+
+``` xml
+<max_concurrent_queries_for_all_users>99</max_concurrent_queries_for_all_users>
+```
+
+**See Also**
+
+-   [max_concurrent_queries](#max-concurrent-queries)
+
 ## max_connections {#max-connections}
 
 The maximum number of inbound connections.
diff --git a/docs/en/operations/settings/settings.md b/docs/en/operations/settings/settings.md
index f93a8b680b5..359a3579e46 100644
--- a/docs/en/operations/settings/settings.md
+++ b/docs/en/operations/settings/settings.md
@@ -305,6 +305,10 @@ When enabled, replace empty input fields in TSV with default values. For complex
 
 Disabled by default.
 
+## input_format_tsv_enum_as_number {#settings-input_format_tsv_enum_as_number}
+
+For TSV input format switches to parsing enum values as enum ids.
+
 ## input_format_null_as_default {#settings-input-format-null-as-default}
 
 Enables or disables using default values if input data contain `NULL`, but the data type of the corresponding column in not `Nullable(T)` (for text input formats).
@@ -676,6 +680,21 @@ Example:
 log_queries=1
 ```
 
+## log_queries_min_query_duration_ms {#settings-log-queries-min-query-duration-ms}
+
+Minimal time for the query to run to get to the following tables:
+
+- `system.query_log`
+- `system.query_thread_log`
+
+Only the queries with the following type will get to the log:
+
+- `QUERY_FINISH`
+- `EXCEPTION_WHILE_PROCESSING`
+
+-   Type: milliseconds
+-   Default value: 0 (any query)
+
 ## log_queries_min_type {#settings-log-queries-min-type}
 
 `query_log` minimal type to log.
@@ -1161,6 +1180,10 @@ The character is interpreted as a delimiter in the CSV data. By default, the del
 
 For CSV input format enables or disables parsing of unquoted `NULL` as literal (synonym for `\N`).
 
+## input_format_csv_enum_as_number {#settings-input_format_csv_enum_as_number}
+
+For CSV input format switches to parsing enum values as enum ids.
+
 ## output_format_csv_crlf_end_of_line {#settings-output-format-csv-crlf-end-of-line}
 
 Use DOS/Windows-style line separator (CRLF) in CSV instead of Unix style (LF).
@@ -1398,6 +1421,17 @@ Possible values:
 
 Default value: 0
 
+## allow_nondeterministic_optimize_skip_unused_shards {#allow-nondeterministic-optimize-skip-unused-shards}
+
+Allow nondeterministic (like `rand` or `dictGet`, since later has some caveats with updates) functions in sharding key.
+
+Possible values:
+
+-   0 — Disallowed.
+-   1 — Allowed.
+
+Default value: 0
+
 ## optimize_skip_unused_shards_nesting {#optimize-skip-unused-shards-nesting}
 
 Controls [`optimize_skip_unused_shards`](#optimize-skip-unused-shards) (hence still requires [`optimize_skip_unused_shards`](#optimize-skip-unused-shards)) depends on the nesting level of the distributed query (case when you have `Distributed` table that look into another `Distributed` table).
@@ -2129,7 +2163,34 @@ Result:
 └───────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/operations/settings/settings/) <!-- hide -->
+## output_format_pretty_row_numbers {#output_format_pretty_row_numbers}
+
+Adds row numbers to output in the [Pretty](../../interfaces/formats.md#pretty) format.
+
+Possible values:
+
+-   0 — Output without row numbers.
+-   1 — Output with row numbers.
+
+Default value: `0`.
+
+**Example**
+
+Query:
+
+```sql
+SET output_format_pretty_row_numbers = 1;
+SELECT TOP 3 name, value FROM system.settings;
+```
+
+Result:
+```text
+   ┌─name────────────────────┬─value───┐
+1. │ min_compress_block_size │ 65536   │
+2. │ max_compress_block_size │ 1048576 │
+3. │ max_block_size          │ 65505   │
+   └─────────────────────────┴─────────┘
+```
 
 ## allow_experimental_bigint_types {#allow_experimental_bigint_types}
 
@@ -2141,3 +2202,5 @@ Possible values:
 -   0 — The bigint data type is disabled.
 
 Default value: `0`.
+
+[Original article](https://clickhouse.tech/docs/en/operations/settings/settings/) <!-- hide -->
diff --git a/docs/en/operations/system-tables/asynchronous_metric_log.md b/docs/en/operations/system-tables/asynchronous_metric_log.md
index 75607cc30b0..5dcfca5fbda 100644
--- a/docs/en/operations/system-tables/asynchronous_metric_log.md
+++ b/docs/en/operations/system-tables/asynchronous_metric_log.md
@@ -1,6 +1,6 @@
 ## system.asynchronous_metric_log {#system-tables-async-log}
 
-Contains the historical values for `system.asynchronous_metrics`, which are saved once per minute. This feature is enabled by default.
+Contains the historical values for `system.asynchronous_metrics`, which are saved once per minute. Enabled by default.
 
 Columns:
 
@@ -33,7 +33,7 @@ SELECT * FROM system.asynchronous_metric_log LIMIT 10
 
 **See Also**
 
-- [system.asynchronous_metrics](../system-tables/asynchronous_metrics.md) — Contains metrics that are calculated periodically in the background. 
+- [system.asynchronous_metrics](../system-tables/asynchronous_metrics.md) — Contains metrics, calculated periodically in the background. 
 - [system.metric_log](../system-tables/metric_log.md) — Contains history of metrics values from tables `system.metrics` and `system.events`, periodically flushed to disk.
 
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/asynchronous_metric_log) <!--hide-->
diff --git a/docs/en/operations/system-tables/columns.md b/docs/en/operations/system-tables/columns.md
index 4d8077ddeac..92cbdd19ca8 100644
--- a/docs/en/operations/system-tables/columns.md
+++ b/docs/en/operations/system-tables/columns.md
@@ -6,19 +6,21 @@ You can use this table to get information similar to the [DESCRIBE TABLE](../../
 
 The `system.columns` table contains the following columns (the column type is shown in brackets):
 
--   `database` (String) — Database name.
--   `table` (String) — Table name.
--   `name` (String) — Column name.
--   `type` (String) — Column type.
--   `default_kind` (String) — Expression type (`DEFAULT`, `MATERIALIZED`, `ALIAS`) for the default value, or an empty string if it is not defined.
--   `default_expression` (String) — Expression for the default value, or an empty string if it is not defined.
--   `data_compressed_bytes` (UInt64) — The size of compressed data, in bytes.
--   `data_uncompressed_bytes` (UInt64) — The size of decompressed data, in bytes.
--   `marks_bytes` (UInt64) — The size of marks, in bytes.
--   `comment` (String) — Comment on the column, or an empty string if it is not defined.
--   `is_in_partition_key` (UInt8) — Flag that indicates whether the column is in the partition expression.
--   `is_in_sorting_key` (UInt8) — Flag that indicates whether the column is in the sorting key expression.
--   `is_in_primary_key` (UInt8) — Flag that indicates whether the column is in the primary key expression.
--   `is_in_sampling_key` (UInt8) — Flag that indicates whether the column is in the sampling key expression.
+-   `database` ([String](../../sql-reference/data-types/string.md)) — Database name.
+-   `table` ([String](../../sql-reference/data-types/string.md)) — Table name.
+-   `name` ([String](../../sql-reference/data-types/string.md)) — Column name.
+-   `type` ([String](../../sql-reference/data-types/string.md)) — Column type.
+-   `position` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Ordinal position of a column in a table starting with 1.
+-   `default_kind` ([String](../../sql-reference/data-types/string.md)) — Expression type (`DEFAULT`, `MATERIALIZED`, `ALIAS`) for the default value, or an empty string if it is not defined.
+-   `default_expression` ([String](../../sql-reference/data-types/string.md)) — Expression for the default value, or an empty string if it is not defined.
+-   `data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The size of compressed data, in bytes.
+-   `data_uncompressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The size of decompressed data, in bytes.
+-   `marks_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The size of marks, in bytes.
+-   `comment` ([String](../../sql-reference/data-types/string.md)) — Comment on the column, or an empty string if it is not defined.
+-   `is_in_partition_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Flag that indicates whether the column is in the partition expression.
+-   `is_in_sorting_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Flag that indicates whether the column is in the sorting key expression.
+-   `is_in_primary_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Flag that indicates whether the column is in the primary key expression.
+-   `is_in_sampling_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Flag that indicates whether the column is in the sampling key expression.
+-   `compression_codec` ([String](../../sql-reference/data-types/string.md)) — Compression codec name.
 
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/columns) <!--hide-->
diff --git a/docs/en/operations/system-tables/crash-log.md b/docs/en/operations/system-tables/crash-log.md
new file mode 100644
index 00000000000..5e9fec53429
--- /dev/null
+++ b/docs/en/operations/system-tables/crash-log.md
@@ -0,0 +1,48 @@
+# system.crash_log {#system-tables_crash_log}
+
+Contains information about stack traces for fatal errors. The table does not exist in the database by default, it is created only when fatal errors occur.
+
+Columns:
+
+-   `event_date` ([Datetime](../../sql-reference/data-types/datetime.md)) — Date of the event.
+-   `event_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Time of the event.
+-   `timestamp_ns` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Timestamp of the event with nanoseconds.
+-   `signal` ([Int32](../../sql-reference/data-types/int-uint.md)) — Signal number.
+-   `thread_id` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Thread ID.
+-   `query_id` ([String](../../sql-reference/data-types/string.md)) — Query ID.
+-   `trace` ([Array](../../sql-reference/data-types/array.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Stack trace at the moment of crash. Each element is a virtual memory address inside ClickHouse server process.
+-   `trace_full` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) — Stack trace at the moment of crash. Each element contains a called method inside ClickHouse server process.
+-   `version` ([String](../../sql-reference/data-types/string.md)) — ClickHouse server version.
+-   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ClickHouse server revision.
+-   `build_id` ([String](../../sql-reference/data-types/string.md)) — BuildID that is generated by compiler.
+
+**Example**
+
+Query:
+
+``` sql
+SELECT * FROM system.crash_log ORDER BY event_time DESC LIMIT 1;
+```
+
+Result (not full):
+
+``` text
+Row 1:
+──────
+event_date:   2020-10-14
+event_time:   2020-10-14 15:47:40
+timestamp_ns: 1602679660271312710
+signal:       11
+thread_id:    23624
+query_id:     428aab7c-8f5c-44e9-9607-d16b44467e69
+trace:        [188531193,...]
+trace_full:   ['3. DB::(anonymous namespace)::FunctionFormatReadableTimeDelta::executeImpl(std::__1::vector<DB::ColumnWithTypeAndName, std::__1::allocator<DB::ColumnWithTypeAndName> >&, std::__1::vector<unsigned long, std::__1::allocator<unsigned long> > const&, unsigned long, unsigned long) const @ 0xb3cc1f9 in /home/username/work/ClickHouse/build/programs/clickhouse',...]
+version:      ClickHouse 20.11.1.1
+revision:     54442
+build_id:
+```
+
+**See also**
+-   [trace_log](../../operations/system-tables/trace_log.md) system table
+
+[Original article](https://clickhouse.tech/docs/en/operations/system-tables/crash-log)
diff --git a/docs/en/operations/system-tables/errors.md b/docs/en/operations/system-tables/errors.md
new file mode 100644
index 00000000000..53e8a397217
--- /dev/null
+++ b/docs/en/operations/system-tables/errors.md
@@ -0,0 +1,23 @@
+# system.errors {#system_tables-errors}
+
+Contains error codes with number of times they have been triggered.
+
+Columns:
+
+-   `name` ([String](../../sql-reference/data-types/string.md)) — name of the error (`errorCodeToName`).
+-   `code` ([Int32](../../sql-reference/data-types/int-uint.md)) — code number of the error.
+-   `value` ([UInt64](../../sql-reference/data-types/int-uint.md)) - number of times this error has been happened.
+
+**Example**
+
+``` sql
+SELECT *
+FROM system.errors
+WHERE value > 0
+ORDER BY code ASC
+LIMIT 1
+
+┌─name─────────────┬─code─┬─value─┐
+│ CANNOT_OPEN_FILE │   76 │     1 │
+└──────────────────┴──────┴───────┘
+```
diff --git a/docs/en/operations/system-tables/metric_log.md b/docs/en/operations/system-tables/metric_log.md
index f1910407949..c6aefc5034f 100644
--- a/docs/en/operations/system-tables/metric_log.md
+++ b/docs/en/operations/system-tables/metric_log.md
@@ -1,6 +1,7 @@
 # system.metric_log {#system_tables-metric_log}
 
 Contains history of metrics values from tables `system.metrics` and `system.events`, periodically flushed to disk.
+
 To turn on metrics history collection on `system.metric_log`, create `/etc/clickhouse-server/config.d/metric_log.xml` with following content:
 
 ``` xml
@@ -14,6 +15,11 @@ To turn on metrics history collection on `system.metric_log`, create `/etc/click
 </yandex>
 ```
 
+Columns:
+-   `event_date` ([Date](../../sql-reference/data-types/date.md)) — Event date.
+-   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — Event time.
+-   `event_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — Event time with microseconds resolution.
+
 **Example**
 
 ``` sql
diff --git a/docs/en/operations/system-tables/parts_columns.md b/docs/en/operations/system-tables/parts_columns.md
new file mode 100644
index 00000000000..5c3dd7155f7
--- /dev/null
+++ b/docs/en/operations/system-tables/parts_columns.md
@@ -0,0 +1,148 @@
+# system.parts_columns {#system_tables-parts_columns}
+
+Contains information about parts and columns of [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) tables.
+
+Each row describes one data part.
+
+Columns:
+
+-   `partition` ([String](../../sql-reference/data-types/string.md)) — The partition name. To learn what a partition is, see the description of the [ALTER](../../sql-reference/statements/alter/index.md#query_language_queries_alter) query.
+
+    Formats:
+
+    -   `YYYYMM` for automatic partitioning by month.
+    -   `any_string` when partitioning manually.
+
+-   `name` ([String](../../sql-reference/data-types/string.md)) — Name of the data part.
+
+-   `part_type` ([String](../../sql-reference/data-types/string.md)) — The data part storing format.
+
+    Possible values:
+
+    -   `Wide` — Each column is stored in a separate file in a filesystem. 
+    -   `Compact` — All columns are stored in one file in a filesystem. 
+
+    Data storing format is controlled by the `min_bytes_for_wide_part` and `min_rows_for_wide_part` settings of the [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) table. 
+
+-   `active` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Flag that indicates whether the data part is active. If a data part is active, it’s used in a table. Otherwise, it’s deleted. Inactive data parts remain after merging.
+
+-   `marks` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The number of marks. To get the approximate number of rows in a data part, multiply `marks` by the index granularity (usually 8192) (this hint doesn’t work for adaptive granularity).
+
+-   `rows` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The number of rows.
+
+-   `bytes_on_disk` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Total size of all the data part files in bytes.
+
+-   `data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Total size of compressed data in the data part. All the auxiliary files (for example, files with marks) are not included.
+
+-   `data_uncompressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Total size of uncompressed data in the data part. All the auxiliary files (for example, files with marks) are not included.
+
+-   `marks_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The size of the file with marks.
+
+-   `modification_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — The time the directory with the data part was modified. This usually corresponds to the time of data part creation.
+
+-   `remove_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — The time when the data part became inactive.
+
+-   `refcount` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The number of places where the data part is used. A value greater than 2 indicates that the data part is used in queries or merges.
+
+-   `min_date` ([Date](../../sql-reference/data-types/date.md)) — The minimum value of the date key in the data part.
+
+-   `max_date` ([Date](../../sql-reference/data-types/date.md)) — The maximum value of the date key in the data part.
+
+-   `partition_id` ([String](../../sql-reference/data-types/string.md)) — ID of the partition.
+
+-   `min_block_number` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The minimum number of data parts that make up the current part after merging.
+
+-   `max_block_number` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The maximum number of data parts that make up the current part after merging.
+
+-   `level` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Depth of the merge tree. Zero means that the current part was created by insert rather than by merging other parts.
+
+-   `data_version` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Number that is used to determine which mutations should be applied to the data part (mutations with a version higher than `data_version`).
+
+-   `primary_key_bytes_in_memory` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The amount of memory (in bytes) used by primary key values.
+
+-   `primary_key_bytes_in_memory_allocated` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The amount of memory (in bytes) reserved for primary key values.
+
+-   `database` ([String](../../sql-reference/data-types/string.md)) — Name of the database.
+
+-   `table` ([String](../../sql-reference/data-types/string.md)) — Name of the table.
+
+-   `engine` ([String](../../sql-reference/data-types/string.md)) — Name of the table engine without parameters.
+
+-   `disk_name` ([String](../../sql-reference/data-types/string.md)) — Name of a disk that stores the data part.
+
+-   `path` ([String](../../sql-reference/data-types/string.md)) — Absolute path to the folder with data part files.
+
+-   `column` ([String](../../sql-reference/data-types/string.md)) — Name of the column.
+
+-   `type` ([String](../../sql-reference/data-types/string.md)) — Column type.
+
+-   `column_position` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Ordinal position of a column in a table starting with 1.
+
+-   `default_kind` ([String](../../sql-reference/data-types/string.md)) — Expression type (`DEFAULT`, `MATERIALIZED`, `ALIAS`) for the default value, or an empty string if it is not defined.
+
+-   `default_expression` ([String](../../sql-reference/data-types/string.md)) — Expression for the default value, or an empty string if it is not defined.
+
+-   `column_bytes_on_disk` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Total size of the column in bytes.
+
+-   `column_data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Total size of compressed data in the column, in bytes.
+
+-   `column_data_uncompressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Total size of the decompressed data in the column, in bytes.
+
+-   `column_marks_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — The size of the column with marks, in bytes.
+
+-   `bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Alias for `bytes_on_disk`.
+
+-   `marks_size` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Alias for `marks_bytes`.
+
+**Example**
+
+``` sql
+SELECT * FROM system.parts_columns LIMIT 1 FORMAT Vertical;
+```
+
+``` text
+Row 1:
+──────
+partition:                             tuple()
+name:                                  all_1_2_1
+part_type:                             Wide
+active:                                1
+marks:                                 2
+rows:                                  2
+bytes_on_disk:                         155
+data_compressed_bytes:                 56
+data_uncompressed_bytes:               4
+marks_bytes:                           96
+modification_time:                     2020-09-23 10:13:36
+remove_time:                           2106-02-07 06:28:15
+refcount:                              1
+min_date:                              1970-01-01
+max_date:                              1970-01-01
+partition_id:                          all
+min_block_number:                      1
+max_block_number:                      2
+level:                                 1
+data_version:                          1
+primary_key_bytes_in_memory:           2
+primary_key_bytes_in_memory_allocated: 64
+database:                              default
+table:                                 53r93yleapyears
+engine:                                MergeTree
+disk_name:                             default
+path:                                  /var/lib/clickhouse/data/default/53r93yleapyears/all_1_2_1/
+column:                                id
+type:                                  Int8
+column_position:                       1
+default_kind:
+default_expression:
+column_bytes_on_disk:                  76
+column_data_compressed_bytes:          28
+column_data_uncompressed_bytes:        2
+column_marks_bytes:                    48
+```
+
+**See Also**
+
+-   [MergeTree family](../../engines/table-engines/mergetree-family/mergetree.md)
+
+[Original article](https://clickhouse.tech/docs/en/operations/system_tables/parts_columns) <!--hide-->
diff --git a/docs/en/operations/system-tables/query_log.md b/docs/en/operations/system-tables/query_log.md
index ddd5d327d59..32b2bdf2133 100644
--- a/docs/en/operations/system-tables/query_log.md
+++ b/docs/en/operations/system-tables/query_log.md
@@ -20,8 +20,8 @@ The `system.query_log` table registers two kinds of queries:
 
 Each query creates one or two rows in the `query_log` table, depending on the status (see the `type` column) of the query:
 
-1.  If the query execution was successful, two rows with the `QueryStart` and `QueryFinish` types are created .
-2.  If an error occurred during query processing, two events with the `QueryStart` and `ExceptionWhileProcessing` types are created .
+1.  If the query execution was successful, two rows with the `QueryStart` and `QueryFinish` types are created.
+2.  If an error occurred during query processing, two events with the `QueryStart` and `ExceptionWhileProcessing` types are created.
 3.  If an error occurred before launching the query, a single event with the `ExceptionBeforeStart` type is created.
 
 Columns:
@@ -37,8 +37,8 @@ Columns:
 -   `query_start_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — Start time of query execution.
 -   `query_start_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — Start time of query execution with microsecond precision.
 -   `query_duration_ms` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Duration of query execution in milliseconds.
--   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Total number or rows read from all tables and table functions participated in query. It includes usual subqueries, subqueries for `IN` and `JOIN`. For distributed queries `read_rows` includes the total number of rows read at all replicas. Each replica sends it’s `read_rows` value, and the server-initiator of the query summarize all received and local values. The cache volumes doesn’t affect this value.
--   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Total number or bytes read from all tables and table functions participated in query. It includes usual subqueries, subqueries for `IN` and `JOIN`. For distributed queries `read_bytes` includes the total number of rows read at all replicas. Each replica sends it’s `read_bytes` value, and the server-initiator of the query summarize all received and local values. The cache volumes doesn’t affect this value.
+-   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Total number of rows read from all tables and table functions participated in query. It includes usual subqueries, subqueries for `IN` and `JOIN`. For distributed queries `read_rows` includes the total number of rows read at all replicas. Each replica sends it’s `read_rows` value, and the server-initiator of the query summarizes all received and local values. The cache volumes don’t affect this value.
+-   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Total number of bytes read from all tables and table functions participated in query. It includes usual subqueries, subqueries for `IN` and `JOIN`. For distributed queries `read_bytes` includes the total number of rows read at all replicas. Each replica sends it’s `read_bytes` value, and the server-initiator of the query summarizes all received and local values. The cache volumes don’t affect this value.
 -   `written_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — For `INSERT` queries, the number of written rows. For other queries, the column value is 0.
 -   `written_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — For `INSERT` queries, the number of written bytes. For other queries, the column value is 0.
 -   `result_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of rows in a result of the `SELECT` query, or a number of rows in the `INSERT` query.
diff --git a/docs/en/operations/system-tables/query_thread_log.md b/docs/en/operations/system-tables/query_thread_log.md
index a6f090e99f3..0ae2e7d5d3b 100644
--- a/docs/en/operations/system-tables/query_thread_log.md
+++ b/docs/en/operations/system-tables/query_thread_log.md
@@ -1,6 +1,6 @@
 # system.query_thread_log {#system_tables-query_thread_log}
 
-Contains information about threads which execute queries, for example, thread name, thread start time, duration of query processing.
+Contains information about threads that execute queries, for example, thread name, thread start time, duration of query processing.
 
 To start logging:
 
diff --git a/docs/en/operations/system-tables/replicas.md b/docs/en/operations/system-tables/replicas.md
index f31f7fd27ea..8da68d2d2ab 100644
--- a/docs/en/operations/system-tables/replicas.md
+++ b/docs/en/operations/system-tables/replicas.md
@@ -53,9 +53,9 @@ Columns:
 -   `table` (`String`) - Table name
 -   `engine` (`String`) - Table engine name
 -   `is_leader` (`UInt8`) - Whether the replica is the leader.
-    Only one replica at a time can be the leader. The leader is responsible for selecting background merges to perform.
+    Multiple replicas can be leaders at the same time. A replica can be prevented from becoming a leader using the `merge_tree` setting `replicated_can_become_leader`. The leaders are responsible for scheduling background merges.
     Note that writes can be performed to any replica that is available and has a session in ZK, regardless of whether it is a leader.
--   `can_become_leader` (`UInt8`) - Whether the replica can be elected as a leader.
+-   `can_become_leader` (`UInt8`) - Whether the replica can be a leader.
 -   `is_readonly` (`UInt8`) - Whether the replica is in read-only mode.
     This mode is turned on if the config doesn’t have sections with ZooKeeper, if an unknown error occurred when reinitializing sessions in ZooKeeper, and during session reinitialization in ZooKeeper.
 -   `is_session_expired` (`UInt8`) - the session with ZooKeeper has expired. Basically the same as `is_readonly`.
diff --git a/docs/en/operations/system-tables/text_log.md b/docs/en/operations/system-tables/text_log.md
index 34f37c2cae7..f5f53c95653 100644
--- a/docs/en/operations/system-tables/text_log.md
+++ b/docs/en/operations/system-tables/text_log.md
@@ -1,6 +1,6 @@
 # system.text_log {#system_tables-text_log}
 
-Contains logging entries. Logging level which goes to this table can be limited with `text_log.level` server setting.
+Contains logging entries. The logging level which goes to this table can be limited to the `text_log.level` server setting.
 
 Columns:
 
diff --git a/docs/en/operations/system-tables/trace_log.md b/docs/en/operations/system-tables/trace_log.md
index bc955ebe4de..8107f60b808 100644
--- a/docs/en/operations/system-tables/trace_log.md
+++ b/docs/en/operations/system-tables/trace_log.md
@@ -18,7 +18,7 @@ Columns:
 
 -   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ClickHouse server build revision.
 
-    When connecting to server by `clickhouse-client`, you see the string similar to `Connected to ClickHouse server version 19.18.1 revision 54429.`. This field contains the `revision`, but not the `version` of a server.
+    When connecting to the server by `clickhouse-client`, you see the string similar to `Connected to ClickHouse server version 19.18.1 revision 54429.`. This field contains the `revision`, but not the `version` of a server.
 
 -   `timer_type` ([Enum8](../../sql-reference/data-types/enum.md)) — Timer type:
 
diff --git a/docs/en/operations/utilities/clickhouse-local.md b/docs/en/operations/utilities/clickhouse-local.md
index 132f50fa24e..af3d06898fd 100644
--- a/docs/en/operations/utilities/clickhouse-local.md
+++ b/docs/en/operations/utilities/clickhouse-local.md
@@ -16,7 +16,7 @@ By default `clickhouse-local` does not have access to data on the same host, but
 !!! warning "Warning"
     It is not recommended to load production server configuration into `clickhouse-local` because data can be damaged in case of human error.
 
-For temporary data an unique temporary data directory is created by default. If you want to override this behavior the data directory can be explicitly specified with the `-- --path` option.
+For temporary data, a unique temporary data directory is created by default. If you want to override this behavior, the data directory can be explicitly specified with the `-- --path` option.
 
 ## Usage {#usage}
 
diff --git a/docs/en/sql-reference/data-types/special-data-types/interval.md b/docs/en/sql-reference/data-types/special-data-types/interval.md
index 8a4b9ae7886..7c0c5b00c0d 100644
--- a/docs/en/sql-reference/data-types/special-data-types/interval.md
+++ b/docs/en/sql-reference/data-types/special-data-types/interval.md
@@ -80,4 +80,4 @@ Code: 43. DB::Exception: Received from localhost:9000. DB::Exception: Wrong argu
 ## See Also {#see-also}
 
 -   [INTERVAL](../../../sql-reference/operators/index.md#operator-interval) operator
--   [toInterval](../../../sql-reference/functions/type-conversion-functions.md#function-tointerval) type convertion functions
+-   [toInterval](../../../sql-reference/functions/type-conversion-functions.md#function-tointerval) type conversion functions
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
index ae2de0ba6f8..a49ddf62eb9 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
@@ -59,7 +59,8 @@ LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
 -   [range_hashed](#range-hashed)
 -   [complex_key_hashed](#complex-key-hashed)
 -   [complex_key_cache](#complex-key-cache)
--   [ssd_complex_key_cache](#ssd-cache)
+-   [ssd_cache](#ssd-cache)
+-   [ssd_complex_key_cache](#complex-key-ssd-cache)
 -   [complex_key_direct](#complex-key-direct)
 -   [ip_trie](#ip-trie)
 
diff --git a/docs/en/sql-reference/functions/date-time-functions.md b/docs/en/sql-reference/functions/date-time-functions.md
index 15214cc4c00..a5a347e553a 100644
--- a/docs/en/sql-reference/functions/date-time-functions.md
+++ b/docs/en/sql-reference/functions/date-time-functions.md
@@ -23,8 +23,6 @@ SELECT
 └─────────────────────┴────────────┴────────────┴─────────────────────┘
 ```
 
-Only time zones that differ from UTC by a whole number of hours are supported.
-
 ## toTimeZone {#totimezone}
 
 Convert time or date and time to the specified time zone.
diff --git a/docs/en/sql-reference/functions/encoding-functions.md b/docs/en/sql-reference/functions/encoding-functions.md
index 44008fbbcbe..bc3f5ca4345 100644
--- a/docs/en/sql-reference/functions/encoding-functions.md
+++ b/docs/en/sql-reference/functions/encoding-functions.md
@@ -6,7 +6,7 @@ toc_title: Encoding
 # Encoding Functions {#encoding-functions}
 
 ## char {#char}
-
+    
 Returns the string with the length as the number of passed arguments and each byte has the value of corresponding argument. Accepts multiple arguments of numeric types. If the value of argument is out of range of UInt8 data type, it is converted to UInt8 with possible rounding and overflow.
 
 **Syntax**
diff --git a/docs/en/sql-reference/functions/other-functions.md b/docs/en/sql-reference/functions/other-functions.md
index 1145efbbc5f..31ed47c3195 100644
--- a/docs/en/sql-reference/functions/other-functions.md
+++ b/docs/en/sql-reference/functions/other-functions.md
@@ -551,7 +551,7 @@ formatReadableTimeDelta(column[, maximum_unit])
 **Parameters**
 
 -   `column` — A column with numeric time delta.
--   `maximum_unit` — Optional. Maximum unit to show. Acceptable values seconds, minutes, hours, days, months, years. 
+-   `maximum_unit` — Optional. Maximum unit to show. Acceptable values seconds, minutes, hours, days, months, years.
 
 Example:
 
@@ -626,7 +626,12 @@ neighbor(column, offset[, default_value])
 ```
 
 The result of the function depends on the affected data blocks and the order of data in the block.
-If you make a subquery with ORDER BY and call the function from outside the subquery, you can get the expected result.
+
+!!! warning "Warning"
+    It can reach the neighbor rows only inside the currently processed data block.
+
+The rows order used during the calculation of `neighbor` can differ from the order of rows returned to the user.
+To prevent that you can make a subquery with ORDER BY and call the function from outside the subquery.
 
 **Parameters**
 
@@ -731,8 +736,13 @@ Result:
 Calculates the difference between successive row values ​​in the data block.
 Returns 0 for the first row and the difference from the previous row for each subsequent row.
 
+!!! warning "Warning"
+    It can reach the previos row only inside the currently processed data block.
+    
 The result of the function depends on the affected data blocks and the order of data in the block.
-If you make a subquery with ORDER BY and call the function from outside the subquery, you can get the expected result.
+
+The rows order used during the calculation of `runningDifference` can differ from the order of rows returned to the user.
+To prevent that you can make a subquery with ORDER BY and call the function from outside the subquery.
 
 Example:
 
@@ -1584,7 +1594,7 @@ isDecimalOverflow(d, [p])
 **Parameters**
 
 -   `d` — value. [Decimal](../../sql-reference/data-types/decimal.md).
--   `p` — precision. Optional. If omitted, the initial presicion of the first argument is used. Using of this paratemer could be helpful for data extraction to another DBMS or file. [UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges).
+-   `p` — precision. Optional. If omitted, the initial precision of the first argument is used. Using of this paratemer could be helpful for data extraction to another DBMS or file. [UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges).
 
 **Returned values**
 
@@ -1647,4 +1657,24 @@ Result:
 10	10	19	19	39	39
 ```
 
+## errorCodeToName {#error-code-to-name}
+
+**Returned value**
+
+-   Variable name for the error code.
+
+Type: [LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md).
+
+**Syntax**
+
+``` sql
+errorCodeToName(1)
+```
+
+Result:
+
+``` text
+UNSUPPORTED_METHOD
+```
+
 [Original article](https://clickhouse.tech/docs/en/query_language/functions/other_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/string-search-functions.md b/docs/en/sql-reference/functions/string-search-functions.md
index 5f08417f349..881139f103c 100644
--- a/docs/en/sql-reference/functions/string-search-functions.md
+++ b/docs/en/sql-reference/functions/string-search-functions.md
@@ -461,6 +461,66 @@ For other regular expressions, the code is the same as for the ‘match’ funct
 
 The same thing as ‘like’, but negative.
 
+## ilike {#ilike}
+
+Case insensitive variant of [like](https://clickhouse.tech/docs/en/sql-reference/functions/string-search-functions/#function-like) function. You can use `ILIKE` operator instead of the `ilike` function.
+
+**Syntax**
+
+``` sql
+ilike(haystack, pattern)
+```
+
+**Parameters**
+
+-   `haystack` — Input string. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `pattern` — If `pattern` doesn't contain percent signs or underscores, then the `pattern` only represents the string itself. An underscore (`_`) in `pattern` stands for (matches) any single character. A percent sign (`%`) matches any sequence of zero or more characters.
+
+Some `pattern` examples:
+
+``` text
+'abc' ILIKE 'abc'    true
+'abc' ILIKE 'a%'     true
+'abc' ILIKE '_b_'    true
+'abc' ILIKE 'c'      false
+```
+
+**Returned values**
+
+-   True, if the string matches `pattern`.
+-   False, if the string doesn't match `pattern`.
+
+**Example**
+
+Input table:
+
+``` text
+┌─id─┬─name─────┬─days─┐
+│  1 │ January  │   31 │
+│  2 │ February │   29 │
+│  3 │ March    │   31 │
+│  4 │ April    │   30 │
+└────┴──────────┴──────┘
+```
+
+Query:
+
+``` sql
+SELECT * FROM Months WHERE ilike(name, '%j%')
+```
+
+Result:
+
+``` text
+┌─id─┬─name────┬─days─┐
+│  1 │ January │   31 │
+└────┴─────────┴──────┘
+```
+
+**See Also**
+
+-   [like](https://clickhouse.tech/docs/en/sql-reference/functions/string-search-functions/#function-like) <!--hide-->
+
 ## ngramDistance(haystack, needle) {#ngramdistancehaystack-needle}
 
 Calculates the 4-gram distance between `haystack` and `needle`: counts the symmetric difference between two multisets of 4-grams and normalizes it by the sum of their cardinalities. Returns float number from 0 to 1 – the closer to zero, the more strings are similar to each other. If the constant `needle` or `haystack` is more than 32Kb, throws an exception. If some of the non-constant `haystack` or `needle` strings are more than 32Kb, the distance is always one.
diff --git a/docs/en/sql-reference/functions/type-conversion-functions.md b/docs/en/sql-reference/functions/type-conversion-functions.md
index ba8d379ccec..fc066a34b0b 100644
--- a/docs/en/sql-reference/functions/type-conversion-functions.md
+++ b/docs/en/sql-reference/functions/type-conversion-functions.md
@@ -323,6 +323,10 @@ This function accepts a number or date or date with time, and returns a string c
 
 This function accepts a number or date or date with time, and returns a FixedString containing bytes representing the corresponding value in host order (little endian). Null bytes are dropped from the end. For example, a UInt32 type value of 255 is a FixedString that is one byte long.
 
+## reinterpretAsUUID {#reinterpretasuuid}
+
+This function accepts FixedString, and returns UUID. Takes 16 bytes string. If the string isn't long enough, the functions work as if the string is padded with the necessary number of null bytes to the end. If the string longer than 16 bytes, the extra bytes at the end are ignored. 
+
 ## CAST(x, T) {#type_conversion_function-cast}
 
 Converts ‘x’ to the ‘t’ data type. The syntax CAST(x AS t) is also supported.
@@ -780,4 +784,42 @@ Result:
 └──────────────────────────────────┘
 ```
 
+## formatRowNoNewline {#formatrownonewline}
+
+Converts arbitrary expressions into a string via given format. The function trims the last `\n` if any.
+
+**Syntax** 
+
+``` sql
+formatRowNoNewline(format, x, y, ...)
+```
+
+**Parameters**
+
+-   `format` — Text format. For example, [CSV](../../interfaces/formats.md#csv), [TSV](../../interfaces/formats.md#tabseparated).
+-   `x`,`y`, ... — Expressions.
+
+**Returned value**
+
+-   A formatted string.
+
+**Example**
+
+Query:
+
+``` sql
+SELECT formatRowNoNewline('CSV', number, 'good')
+FROM numbers(3)
+```
+
+Result:
+
+``` text
+┌─formatRowNoNewline('CSV', number, 'good')─┐
+│ 0,"good"                                  │
+│ 1,"good"                                  │
+│ 2,"good"                                  │
+└───────────────────────────────────────────┘
+```
+
 [Original article](https://clickhouse.tech/docs/en/query_language/functions/type_conversion_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/uuid-functions.md b/docs/en/sql-reference/functions/uuid-functions.md
index f608c643ee8..01a61c65b67 100644
--- a/docs/en/sql-reference/functions/uuid-functions.md
+++ b/docs/en/sql-reference/functions/uuid-functions.md
@@ -61,6 +61,54 @@ SELECT toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0') AS uuid
 └──────────────────────────────────────┘
 ```
 
+## toUUIDOrNull (x) {#touuidornull-x}
+
+It takes an argument of type String and tries to parse it into UUID. If failed, returns NULL.
+
+``` sql
+toUUIDOrNull(String)
+```
+
+**Returned value**
+
+The Nullable(UUID) type value.
+
+**Usage example**
+
+``` sql
+SELECT toUUIDOrNull('61f0c404-5cb3-11e7-907b-a6006ad3dba0T') AS uuid
+```
+
+``` text
+┌─uuid─┐
+│ ᴺᵁᴸᴸ │
+└──────┘
+```
+
+## toUUIDOrZero (x) {#touuidorzero-x}
+
+It takes an argument of type String and tries to parse it into UUID. If failed, returns zero UUID.
+
+``` sql
+toUUIDOrZero(String)
+```
+
+**Returned value**
+
+The UUID type value.
+
+**Usage example**
+
+``` sql
+SELECT toUUIDOrZero('61f0c404-5cb3-11e7-907b-a6006ad3dba0T') AS uuid
+```
+
+``` text
+┌─────────────────────────────────uuid─┐
+│ 00000000-0000-0000-0000-000000000000 │
+└──────────────────────────────────────┘
+```
+
 ## UUIDStringToNum {#uuidstringtonum}
 
 Accepts a string containing 36 characters in the format `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx`, and returns it as a set of bytes in a [FixedString(16)](../../sql-reference/data-types/fixedstring.md).
diff --git a/docs/en/sql-reference/operators/index.md b/docs/en/sql-reference/operators/index.md
index e07febf9ec9..274f7269bc8 100644
--- a/docs/en/sql-reference/operators/index.md
+++ b/docs/en/sql-reference/operators/index.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 37
+toc_priority: 38
 toc_title: Operators
 ---
 
@@ -53,6 +53,8 @@ ClickHouse transforms operators to their corresponding functions at the query pa
 
 `a NOT LIKE s` – The `notLike(a, b)` function.
 
+`a ILIKE s` – The `ilike(a, b)` function.
+
 `a BETWEEN b AND c` – The same as `a >= b AND a <= c`.
 
 `a NOT BETWEEN b AND c` – The same as `a < b OR a > c`.
@@ -149,25 +151,47 @@ Types of intervals:
 - `QUARTER`
 - `YEAR`
 
+You can also use a string literal when setting the `INTERVAL` value. For example, `INTERVAL 1 HOUR` is identical to the `INTERVAL '1 hour'` or `INTERVAL '1' hour`.
+
 !!! warning "Warning"
     Intervals with different types can’t be combined. You can’t use expressions like `INTERVAL 4 DAY 1 HOUR`. Specify intervals in units that are smaller or equal to the smallest unit of the interval, for example, `INTERVAL 25 HOUR`. You can use consecutive operations, like in the example below.
 
-Example:
+Examples:
 
 ``` sql
-SELECT now() AS current_date_time, current_date_time + INTERVAL 4 DAY + INTERVAL 3 HOUR
+SELECT now() AS current_date_time, current_date_time + INTERVAL 4 DAY + INTERVAL 3 HOUR;
 ```
 
 ``` text
 ┌───current_date_time─┬─plus(plus(now(), toIntervalDay(4)), toIntervalHour(3))─┐
-│ 2019-10-23 11:16:28 │                                    2019-10-27 14:16:28 │
+│ 2020-11-03 22:09:50 │                                    2020-11-08 01:09:50 │
 └─────────────────────┴────────────────────────────────────────────────────────┘
 ```
 
+``` sql
+SELECT now() AS current_date_time, current_date_time + INTERVAL '4 day' + INTERVAL '3 hour';
+```
+
+``` text
+┌───current_date_time─┬─plus(plus(now(), toIntervalDay(4)), toIntervalHour(3))─┐
+│ 2020-11-03 22:12:10 │                                    2020-11-08 01:12:10 │
+└─────────────────────┴────────────────────────────────────────────────────────┘
+```
+
+``` sql
+SELECT now() AS current_date_time, current_date_time + INTERVAL '4' day + INTERVAL '3' hour;
+```
+
+``` text
+┌───current_date_time─┬─plus(plus(now(), toIntervalDay('4')), toIntervalHour('3'))─┐
+│ 2020-11-03 22:33:19 │                                        2020-11-08 01:33:19 │
+└─────────────────────┴────────────────────────────────────────────────────────────┘
+```
+
 **See Also**
 
 -   [Interval](../../sql-reference/data-types/special-data-types/interval.md) data type
--   [toInterval](../../sql-reference/functions/type-conversion-functions.md#function-tointerval) type convertion functions
+-   [toInterval](../../sql-reference/functions/type-conversion-functions.md#function-tointerval) type conversion functions
 
 ## Logical Negation Operator {#logical-negation-operator}
 
diff --git a/docs/en/sql-reference/statements/alter/index.md b/docs/en/sql-reference/statements/alter/index.md
index 60b7375f76d..30603122096 100644
--- a/docs/en/sql-reference/statements/alter/index.md
+++ b/docs/en/sql-reference/statements/alter/index.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 36
+toc_priority: 35
 toc_title: ALTER
 ---
 
diff --git a/docs/en/sql-reference/statements/alter/sample-by.md b/docs/en/sql-reference/statements/alter/sample-by.md
index bea6364e4ea..df8ff90f196 100644
--- a/docs/en/sql-reference/statements/alter/sample-by.md
+++ b/docs/en/sql-reference/statements/alter/sample-by.md
@@ -5,16 +5,16 @@ toc_title: SAMPLE BY
 
 # Manipulating Sampling-Key Expressions {#manipulations-with-sampling-key-expressions}
 
+Syntax:
+
 ``` sql
 ALTER TABLE [db].name [ON CLUSTER cluster] MODIFY SAMPLE BY new_expression
 ```
 
 The command changes the [sampling key](../../../engines/table-engines/mergetree-family/mergetree.md) of the table to `new_expression` (an expression or a tuple of expressions).
 
-The command is lightweight in a sense that it only changes metadata. The primary key must contain the new sample key.
+The command is lightweight in the sense that it only changes metadata. The primary key must contain the new sample key.
 
 !!! note "Note"
-    It only works for tables in the [`MergeTree`](../../../engines/table-engines/mergetree-family/mergetree.md) family (including
-[replicated](../../../engines/table-engines/mergetree-family/replication.md) tables).
-
-
+    It only works for tables in the [MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md) family (including
+[replicated](../../../engines/table-engines/mergetree-family/replication.md) tables).
\ No newline at end of file
diff --git a/docs/en/sql-reference/statements/attach.md b/docs/en/sql-reference/statements/attach.md
index 6260e15cfa9..035441ef5f1 100644
--- a/docs/en/sql-reference/statements/attach.md
+++ b/docs/en/sql-reference/statements/attach.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 42
+toc_priority: 40
 toc_title: ATTACH
 ---
 
diff --git a/docs/en/sql-reference/statements/check-table.md b/docs/en/sql-reference/statements/check-table.md
index b55955eeb40..450447acaf8 100644
--- a/docs/en/sql-reference/statements/check-table.md
+++ b/docs/en/sql-reference/statements/check-table.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 43
+toc_priority: 41
 toc_title: CHECK
 ---
 
diff --git a/docs/en/sql-reference/statements/create/database.md b/docs/en/sql-reference/statements/create/database.md
index e874672471d..bdb31d44b0b 100644
--- a/docs/en/sql-reference/statements/create/database.md
+++ b/docs/en/sql-reference/statements/create/database.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 1
+toc_priority: 35
 toc_title: DATABASE
 ---
 
diff --git a/docs/en/sql-reference/statements/create/dictionary.md b/docs/en/sql-reference/statements/create/dictionary.md
index 5313c59396e..b1098c54703 100644
--- a/docs/en/sql-reference/statements/create/dictionary.md
+++ b/docs/en/sql-reference/statements/create/dictionary.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 4
+toc_priority: 38
 toc_title: DICTIONARY
 ---
 
diff --git a/docs/en/sql-reference/statements/create/index.md b/docs/en/sql-reference/statements/create/index.md
index 71ace2b664c..902a4348bac 100644
--- a/docs/en/sql-reference/statements/create/index.md
+++ b/docs/en/sql-reference/statements/create/index.md
@@ -1,6 +1,6 @@
 ---
 toc_folder_title: CREATE
-toc_priority: 35
+toc_priority: 34
 toc_title: Overview
 ---
 
diff --git a/docs/en/sql-reference/statements/create/quota.md b/docs/en/sql-reference/statements/create/quota.md
index 7919dc0f6db..29752050b69 100644
--- a/docs/en/sql-reference/statements/create/quota.md
+++ b/docs/en/sql-reference/statements/create/quota.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 8
+toc_priority: 42
 toc_title: QUOTA
 ---
 
diff --git a/docs/en/sql-reference/statements/create/role.md b/docs/en/sql-reference/statements/create/role.md
index 8a682875d63..19db2b79b61 100644
--- a/docs/en/sql-reference/statements/create/role.md
+++ b/docs/en/sql-reference/statements/create/role.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 6
+toc_priority: 40
 toc_title: ROLE
 ---
 
diff --git a/docs/en/sql-reference/statements/create/row-policy.md b/docs/en/sql-reference/statements/create/row-policy.md
index b1e7c8e9006..9f8b6b87d3b 100644
--- a/docs/en/sql-reference/statements/create/row-policy.md
+++ b/docs/en/sql-reference/statements/create/row-policy.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 7
+toc_priority: 41
 toc_title: ROW POLICY
 ---
 
diff --git a/docs/en/sql-reference/statements/create/settings-profile.md b/docs/en/sql-reference/statements/create/settings-profile.md
index 6fcd1d4e840..196c336bb4d 100644
--- a/docs/en/sql-reference/statements/create/settings-profile.md
+++ b/docs/en/sql-reference/statements/create/settings-profile.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 9
+toc_priority: 43
 toc_title: SETTINGS PROFILE
 ---
 
diff --git a/docs/en/sql-reference/statements/create/table.md b/docs/en/sql-reference/statements/create/table.md
index 016641b958d..82326bf51cf 100644
--- a/docs/en/sql-reference/statements/create/table.md
+++ b/docs/en/sql-reference/statements/create/table.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 2
+toc_priority: 36
 toc_title: TABLE
 ---
 
@@ -121,7 +121,7 @@ Defines storage time for values. Can be specified only for MergeTree-family tabl
 
 ## Column Compression Codecs {#codecs}
 
-By default, ClickHouse applies the `lz4` compression method. For `MergeTree`-engine family you can change the default compression method in the [compression](../../../operations/server-configuration-parameters/settings.md#server-settings-compression) section of a server configuration. 
+By default, ClickHouse applies the `lz4` compression method. For `MergeTree`-engine family you can change the default compression method in the [compression](../../../operations/server-configuration-parameters/settings.md#server-settings-compression) section of a server configuration.
 
 You can also define the compression method for each individual column in the `CREATE TABLE` query.
 
@@ -138,8 +138,8 @@ ENGINE = <Engine>
 ...
 ```
 
-The `Default` codec can be specified to reference default compression which may dependend on different settings (and properties of data) in runtime. 
-Example: `value UInt64 CODEC(Default)` - the same as lack of codec specification.
+The `Default` codec can be specified to reference default compression which may depend on different settings (and properties of data) in runtime.
+Example: `value UInt64 CODEC(Default)` — the same as lack of codec specification.
 
 Also you can remove current CODEC from the column and use default compression from config.xml:
 
@@ -149,7 +149,7 @@ ALTER TABLE codec_example MODIFY COLUMN float_value CODEC(Default);
 
 Codecs can be combined in a pipeline, for example, `CODEC(Delta, Default)`.
 
-To select the best codec combination for you project, pass benchmarks similar to described in the Altinity [New Encodings to Improve ClickHouse Efficiency](https://www.altinity.com/blog/2019/7/new-encodings-to-improve-clickhouse) article. One thing to note is that codec can't be applied for ALIAS column type. 
+To select the best codec combination for you project, pass benchmarks similar to described in the Altinity [New Encodings to Improve ClickHouse Efficiency](https://www.altinity.com/blog/2019/7/new-encodings-to-improve-clickhouse) article. One thing to note is that codec can't be applied for ALIAS column type.
 
 !!! warning "Warning"
     You can’t decompress ClickHouse database files with external utilities like `lz4`. Instead, use the special [clickhouse-compressor](https://github.com/ClickHouse/ClickHouse/tree/master/programs/compressor) utility.
diff --git a/docs/en/sql-reference/statements/create/user.md b/docs/en/sql-reference/statements/create/user.md
index 98c29363102..273882fd639 100644
--- a/docs/en/sql-reference/statements/create/user.md
+++ b/docs/en/sql-reference/statements/create/user.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 5
+toc_priority: 39
 toc_title: USER
 ---
 
diff --git a/docs/en/sql-reference/statements/create/view.md b/docs/en/sql-reference/statements/create/view.md
index dc1200e5979..4370735b8d9 100644
--- a/docs/en/sql-reference/statements/create/view.md
+++ b/docs/en/sql-reference/statements/create/view.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 3
+toc_priority: 37
 toc_title: VIEW
 ---
 
@@ -15,7 +15,7 @@ Syntax:
 CREATE [OR REPLACE] VIEW [IF NOT EXISTS] [db.]table_name [ON CLUSTER] AS SELECT ...
 ```
 
-Normal views don’t store any data, they just perform a read from another table on each access. In other words, a normal view is nothing more than a saved query. When reading from a view, this saved query is used as a subquery in the [FROM](../../../sql-reference/statements/select/from.md) clause.
+Normal views don’t store any data. They just perform a read from another table on each access. In other words, a normal view is nothing more than a saved query. When reading from a view, this saved query is used as a subquery in the [FROM](../../../sql-reference/statements/select/from.md) clause.
 
 As an example, assume you’ve created a view:
 
diff --git a/docs/en/sql-reference/statements/describe-table.md b/docs/en/sql-reference/statements/describe-table.md
index b7ffec1db07..bc197bf0f72 100644
--- a/docs/en/sql-reference/statements/describe-table.md
+++ b/docs/en/sql-reference/statements/describe-table.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 44
+toc_priority: 42
 toc_title: DESCRIBE
 ---
 
diff --git a/docs/en/sql-reference/statements/detach.md b/docs/en/sql-reference/statements/detach.md
index 0d236c132df..62a7c0cc1e0 100644
--- a/docs/en/sql-reference/statements/detach.md
+++ b/docs/en/sql-reference/statements/detach.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 45
+toc_priority: 43
 toc_title: DETACH
 ---
 
diff --git a/docs/en/sql-reference/statements/drop.md b/docs/en/sql-reference/statements/drop.md
index de4eda64ef6..4317a20419e 100644
--- a/docs/en/sql-reference/statements/drop.md
+++ b/docs/en/sql-reference/statements/drop.md
@@ -1,88 +1,100 @@
 ---
-toc_priority: 46
+toc_priority: 44
 toc_title: DROP
 ---
 
 # DROP Statements {#drop}
 
-Deletes existing entity. If `IF EXISTS` clause is specified, these queries doesn’t return an error if the entity doesn’t exist.
+Deletes existing entity. If the `IF EXISTS` clause is specified, these queries don’t return an error if the entity doesn’t exist.
 
 ## DROP DATABASE {#drop-database}
 
+Deletes all tables inside the `db` database, then deletes the `db` database itself.
+
+Syntax:
+
 ``` sql
 DROP DATABASE [IF EXISTS] db [ON CLUSTER cluster]
 ```
 
-Deletes all tables inside the `db` database, then deletes the ‘db’ database itself.
-
 ## DROP TABLE {#drop-table}
 
+Deletes the table.
+
+Syntax:
+
 ``` sql
 DROP [TEMPORARY] TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-Deletes the table.
-
 ## DROP DICTIONARY {#drop-dictionary}
 
+Deletes the dictionary.
+
+Syntax:
+
 ``` sql
 DROP DICTIONARY [IF EXISTS] [db.]name
 ```
 
-Deletes the dictionary.
-
 ## DROP USER {#drop-user-statement}
 
+Deletes a user.
+
+Syntax:
+
 ``` sql
 DROP USER [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-Deletes a user.
-
 ## DROP ROLE {#drop-role-statement}
 
+Deletes a role. The deleted role is revoked from all the entities where it was assigned.
+
+Syntax:
+
 ``` sql
 DROP ROLE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-Deletes a role.
-
-Deleted role is revoked from all the entities where it was assigned.
-
 ## DROP ROW POLICY {#drop-row-policy-statement}
 
+Deletes a row policy. Deleted row policy is revoked from all the entities where it was assigned.
+
+Syntax:
+
 ``` sql
 DROP [ROW] POLICY [IF EXISTS] name [,...] ON [database.]table [,...] [ON CLUSTER cluster_name]
 ```
 
-Deletes a row policy.
-
-Deleted row policy is revoked from all the entities where it was assigned.
-
 ## DROP QUOTA {#drop-quota-statement}
 
+Deletes a quota. The deleted quota is revoked from all the entities where it was assigned.
+
+Syntax:
+
 ``` sql
 DROP QUOTA [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-Deletes a quota.
-
-Deleted quota is revoked from all the entities where it was assigned.
-
 ## DROP SETTINGS PROFILE {#drop-settings-profile-statement}
 
+Deletes a settings profile. The deleted settings profile is revoked from all the entities where it was assigned.
+
+Syntax:
+
 ``` sql
 DROP [SETTINGS] PROFILE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-Deletes a settings profile.
-
-Deleted settings profile is revoked from all the entities where it was assigned.
-
 ## DROP VIEW {#drop-view}
 
+Deletes a view. Views can be deleted by a `DROP TABLE` command as well but `DROP VIEW` checks that `[db.]name` is a view.
+
+Syntax:
+
 ``` sql
 DROP VIEW [IF EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-Deletes a view. Views can be deleted by a `DROP TABLE` command as well but `DROP VIEW` checks that `[db.]name` is a view.
+[Оriginal article](https://clickhouse.tech/docs/en/sql-reference/statements/drop/) <!--hide-->
\ No newline at end of file
diff --git a/docs/en/sql-reference/statements/exists.md b/docs/en/sql-reference/statements/exists.md
index 2e8072125c7..3b0f4b66343 100644
--- a/docs/en/sql-reference/statements/exists.md
+++ b/docs/en/sql-reference/statements/exists.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 47
+toc_priority: 45
 toc_title: EXISTS
 ---
 
diff --git a/docs/en/sql-reference/statements/grant.md b/docs/en/sql-reference/statements/grant.md
index c3e18ca3c75..f3829de2fbb 100644
--- a/docs/en/sql-reference/statements/grant.md
+++ b/docs/en/sql-reference/statements/grant.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 39
+toc_priority: 38
 toc_title: GRANT
 ---
 
diff --git a/docs/en/sql-reference/statements/insert-into.md b/docs/en/sql-reference/statements/insert-into.md
index a2afbb2e10a..ae5e074fd15 100644
--- a/docs/en/sql-reference/statements/insert-into.md
+++ b/docs/en/sql-reference/statements/insert-into.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 34
+toc_priority: 33
 toc_title: INSERT INTO
 ---
 
@@ -13,12 +13,61 @@ Basic query format:
 INSERT INTO [db.]table [(c1, c2, c3)] VALUES (v11, v12, v13), (v21, v22, v23), ...
 ```
 
-The query can specify a list of columns to insert `[(c1, c2, c3)]`. In this case, the rest of the columns are filled with:
+You can specify a list of columns to insert using  the `(c1, c2, c3)` or `COLUMNS(c1,c2,c3)` syntax. 
+
+Instead of listing all the required columns you can use the `(* EXCEPT(column_list))` syntax.
+
+For example, consider the table:
+
+``` sql
+SHOW CREATE insert_select_testtable;
+```
+
+```
+┌─statement────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ CREATE TABLE insert_select_testtable
+(
+    `a` Int8,
+    `b` String,
+    `c` Int8
+)
+ENGINE = MergeTree()
+ORDER BY a
+SETTINGS index_granularity = 8192 │
+└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+``` sql
+INSERT INTO insert_select_testtable (*) VALUES (1, 'a', 1) ;
+```
+
+If you want to insert data in all the columns, except 'b', you need to pass so many values how many columns you chose in parenthesis then:
+
+``` sql
+INSERT INTO insert_select_testtable (* EXCEPT(b)) Values (2, 2);
+```
+
+``` sql
+SELECT * FROM insert_select_testtable;
+```
+
+```
+┌─a─┬─b─┬─c─┐
+│ 2 │   │ 2 │
+└───┴───┴───┘
+┌─a─┬─b─┬─c─┐
+│ 1 │ a │ 1 │
+└───┴───┴───┘
+```
+ 
+In this example, we see that the second inserted row has `a` and `c` columns filled by the passed values, and `b` filled with value by default.
+
+If a list of columns doesn't include all existing columns, the rest of the columns are filled with:
 
 -   The values calculated from the `DEFAULT` expressions specified in the table definition.
 -   Zeros and empty strings, if `DEFAULT` expressions are not defined.
 
-If [strict_insert_defaults=1](../../operations/settings/settings.md), columns that do not have `DEFAULT` defined must be listed in the query.
+If [strict\_insert\_defaults=1](../../operations/settings/settings.md), columns that do not have `DEFAULT` defined must be listed in the query.
 
 Data can be passed to the INSERT in any [format](../../interfaces/formats.md#formats) supported by ClickHouse. The format must be specified explicitly in the query:
 
diff --git a/docs/en/sql-reference/statements/kill.md b/docs/en/sql-reference/statements/kill.md
index 1e2d2e925f7..d3f2d9bb5c6 100644
--- a/docs/en/sql-reference/statements/kill.md
+++ b/docs/en/sql-reference/statements/kill.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 48
+toc_priority: 46
 toc_title: KILL
 ---
 
diff --git a/docs/en/sql-reference/statements/optimize.md b/docs/en/sql-reference/statements/optimize.md
index 374ef926d6c..a67f282e793 100644
--- a/docs/en/sql-reference/statements/optimize.md
+++ b/docs/en/sql-reference/statements/optimize.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 49
+toc_priority: 47
 toc_title: OPTIMIZE
 ---
 
diff --git a/docs/en/sql-reference/statements/rename.md b/docs/en/sql-reference/statements/rename.md
index 315aaac40b5..4f14ad016a3 100644
--- a/docs/en/sql-reference/statements/rename.md
+++ b/docs/en/sql-reference/statements/rename.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 50
+toc_priority: 48
 toc_title: RENAME
 ---
 
diff --git a/docs/en/sql-reference/statements/revoke.md b/docs/en/sql-reference/statements/revoke.md
index 8269c1f34a9..71a76546096 100644
--- a/docs/en/sql-reference/statements/revoke.md
+++ b/docs/en/sql-reference/statements/revoke.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 40
+toc_priority: 39
 toc_title: REVOKE
 ---
 
diff --git a/docs/en/sql-reference/statements/select/index.md b/docs/en/sql-reference/statements/select/index.md
index 07be8c2bf45..3107f791eb9 100644
--- a/docs/en/sql-reference/statements/select/index.md
+++ b/docs/en/sql-reference/statements/select/index.md
@@ -1,7 +1,7 @@
 ---
 title: SELECT Query
 toc_folder_title: SELECT
-toc_priority: 33
+toc_priority: 32
 toc_title: Overview
 ---
 
diff --git a/docs/en/sql-reference/statements/select/with.md b/docs/en/sql-reference/statements/select/with.md
index a507d5224aa..6a0564a8ede 100644
--- a/docs/en/sql-reference/statements/select/with.md
+++ b/docs/en/sql-reference/statements/select/with.md
@@ -4,13 +4,17 @@ toc_title: WITH
 
 # WITH Clause {#with-clause}
 
-This section provides support for Common Table Expressions ([CTE](https://en.wikipedia.org/wiki/Hierarchical_and_recursive_queries_in_SQL)), so the results of `WITH` clause can be used in the rest of `SELECT` query.
+Clickhouse supports Common Table Expressions ([CTE](https://en.wikipedia.org/wiki/Hierarchical_and_recursive_queries_in_SQL)), that is provides to use results of `WITH` clause in the rest of `SELECT` query. Named subqueries can be included to the current and child query context in places where table objects are allowed. Recursion is prevented by hiding the current level CTEs from the WITH expression.
 
-## Limitations {#limitations}
+## Syntax
 
-1.  Recursive queries are not supported.
-2.  When subquery is used inside WITH section, it’s result should be scalar with exactly one row.
-3.  Expression’s results are not available in subqueries.
+``` sql
+WITH <expression> AS <identifier>
+```
+or
+``` sql
+WITH <identifier> AS <subquery expression>
+```
 
 ## Examples {#examples}
 
@@ -22,10 +26,10 @@ SELECT *
 FROM hits
 WHERE
     EventDate = toDate(ts_upper_bound) AND
-    EventTime <= ts_upper_bound
+    EventTime <= ts_upper_bound;
 ```
 
-**Example 2:** Evicting sum(bytes) expression result from SELECT clause column list
+**Example 2:** Evicting a sum(bytes) expression result from the SELECT clause column list
 
 ``` sql
 WITH sum(bytes) as s
@@ -34,10 +38,10 @@ SELECT
     table
 FROM system.parts
 GROUP BY table
-ORDER BY s
+ORDER BY s;
 ```
 
-**Example 3:** Using results of scalar subquery
+**Example 3:** Using results of a scalar subquery
 
 ``` sql
 /* this example would return TOP 10 of most huge tables */
@@ -53,27 +57,14 @@ SELECT
 FROM system.parts
 GROUP BY table
 ORDER BY table_disk_usage DESC
-LIMIT 10
+LIMIT 10;
 ```
 
-**Example 4:** Re-using expression in subquery
-
-As a workaround for current limitation for expression usage in subqueries, you may duplicate it.
+**Example 4:** Reusing expression in a subquery
 
 ``` sql
-WITH ['hello'] AS hello
-SELECT
-    hello,
-    *
-FROM
-(
-    WITH ['hello'] AS hello
-    SELECT hello
-)
+WITH test1 AS (SELECT i + 1, j + 1 FROM test1) 
+SELECT * FROM test1;
 ```
 
-``` text
-┌─hello─────┬─hello─────┐
-│ ['hello'] │ ['hello'] │
-└───────────┴───────────┘
-```
+[Original article](https://clickhouse.tech/docs/en/sql-reference/statements/select/with/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/set-role.md b/docs/en/sql-reference/statements/set-role.md
index 564c8ec859f..cf14a9c6d75 100644
--- a/docs/en/sql-reference/statements/set-role.md
+++ b/docs/en/sql-reference/statements/set-role.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 52
+toc_priority: 51
 toc_title: SET ROLE
 ---
 
diff --git a/docs/en/sql-reference/statements/set.md b/docs/en/sql-reference/statements/set.md
index 4a5bbf0baf6..c6c8d28257d 100644
--- a/docs/en/sql-reference/statements/set.md
+++ b/docs/en/sql-reference/statements/set.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 51
+toc_priority: 49
 toc_title: SET
 ---
 
diff --git a/docs/en/sql-reference/statements/show.md b/docs/en/sql-reference/statements/show.md
index a18e99d7b11..e1f2ef3488a 100644
--- a/docs/en/sql-reference/statements/show.md
+++ b/docs/en/sql-reference/statements/show.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 38
+toc_priority: 37
 toc_title: SHOW
 ---
 
@@ -15,12 +15,83 @@ Returns a single `String`-type ‘statement’ column, which contains a single v
 
 ## SHOW DATABASES {#show-databases}
 
-``` sql
-SHOW DATABASES [INTO OUTFILE filename] [FORMAT format]
+Prints a list of all databases.
+
+```sql
+SHOW DATABASES [LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE filename] [FORMAT format]
 ```
 
-Prints a list of all databases.
-This query is identical to `SELECT name FROM system.databases [INTO OUTFILE filename] [FORMAT format]`.
+This statement is identical to the query:
+
+```sql
+SELECT name FROM system.databases [WHERE name LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE filename] [FORMAT format]
+```
+
+### Examples {#examples}
+
+Getting database names, containing the symbols sequence 'de' in their names:
+
+``` sql
+SHOW DATABASES LIKE '%de%'
+```
+
+Result:
+
+``` text
+┌─name────┐
+│ default │
+└─────────┘
+```
+
+Getting database names, containing symbols sequence 'de' in their names, in the case insensitive manner:
+
+``` sql
+SHOW DATABASES ILIKE '%DE%'
+```
+
+Result:
+
+``` text
+┌─name────┐
+│ default │
+└─────────┘
+```
+
+Getting database names, not containing the symbols sequence 'de' in their names:
+
+``` sql
+SHOW DATABASES NOT LIKE '%de%'
+```
+
+Result:
+
+``` text
+┌─name───────────────────────────┐
+│ _temporary_and_external_tables │
+│ system                         │
+│ test                           │
+│ tutorial                       │
+└────────────────────────────────┘
+```
+
+Getting the first two rows from database names:
+
+``` sql
+SHOW DATABASES LIMIT 2
+```
+
+Result:
+
+``` text
+┌─name───────────────────────────┐
+│ _temporary_and_external_tables │
+│ default                        │
+└────────────────────────────────┘
+```
+
+### See Also {#see-also}
+
+-   [CREATE DATABASE](https://clickhouse.tech/docs/en/sql-reference/statements/create/database/#query-language-create-database)
 
 ## SHOW PROCESSLIST {#show-processlist}
 
@@ -42,33 +113,86 @@ $ watch -n1 "clickhouse-client --query='SHOW PROCESSLIST'"
 
 Displays a list of tables.
 
-``` sql
-SHOW [TEMPORARY] TABLES [{FROM | IN} <db>] [LIKE '<pattern>' | WHERE expr] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
+```sql
+SHOW [TEMPORARY] TABLES [{FROM | IN} <db>] [LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
 ```
 
 If the `FROM` clause is not specified, the query returns the list of tables from the current database.
 
-You can get the same results as the `SHOW TABLES` query in the following way:
+This statement is identical to the query:
 
-``` sql
-SELECT name FROM system.tables WHERE database = <db> [AND name LIKE <pattern>] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
+```sql
+SELECT name FROM system.tables [WHERE name LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
 ```
 
-**Example**
+### Examples {#examples}
 
-The following query selects the first two rows from the list of tables in the `system` database, whose names contain `co`.
+Getting table names, containing the symbols sequence 'user' in their names:
 
 ``` sql
-SHOW TABLES FROM system LIKE '%co%' LIMIT 2
+SHOW TABLES FROM system LIKE '%user%'
 ```
 
+Result:
+
+``` text
+┌─name─────────────┐
+│ user_directories │
+│ users            │
+└──────────────────┘
+```
+
+Getting table names, containing sequence 'user' in their names, in the case insensitive manner:
+
+``` sql
+SHOW TABLES FROM system ILIKE '%USER%'
+```
+
+Result:
+
+``` text
+┌─name─────────────┐
+│ user_directories │
+│ users            │
+└──────────────────┘
+```
+
+Getting table names, not containing the symbol sequence 's' in their names:
+
+``` sql
+SHOW TABLES FROM system NOT LIKE '%s%'
+```
+
+Result:
+
+``` text
+┌─name─────────┐
+│ metric_log   │
+│ metric_log_0 │
+│ metric_log_1 │
+└──────────────┘
+```
+
+Getting the first two rows from table names:
+
+``` sql
+SHOW TABLES FROM system LIMIT 2
+```
+
+Result:
+
 ``` text
 ┌─name───────────────────────────┐
 │ aggregate_function_combinators │
-│ collations                     │
+│ asynchronous_metric_log        │
 └────────────────────────────────┘
 ```
 
+### See Also {#see-also}
+
+-   [Create Tables](https://clickhouse.tech/docs/en/getting-started/tutorial/#create-tables)
+-   [SHOW CREATE TABLE](https://clickhouse.tech/docs/en/sql-reference/statements/show/#show-create-table)
+
 ## SHOW DICTIONARIES {#show-dictionaries}
 
 Displays a list of [external dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
diff --git a/docs/en/sql-reference/statements/system.md b/docs/en/sql-reference/statements/system.md
index 8230177f249..75303fde19e 100644
--- a/docs/en/sql-reference/statements/system.md
+++ b/docs/en/sql-reference/statements/system.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 37
+toc_priority: 36
 toc_title: SYSTEM
 ---
 
diff --git a/docs/en/sql-reference/statements/truncate.md b/docs/en/sql-reference/statements/truncate.md
index a8cf802616f..a13936c88ab 100644
--- a/docs/en/sql-reference/statements/truncate.md
+++ b/docs/en/sql-reference/statements/truncate.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 53
+toc_priority: 52
 toc_title: TRUNCATE
 ---
 
diff --git a/docs/en/sql-reference/statements/use.md b/docs/en/sql-reference/statements/use.md
index 2932542f052..841c23d333d 100644
--- a/docs/en/sql-reference/statements/use.md
+++ b/docs/en/sql-reference/statements/use.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 54
+toc_priority: 53
 toc_title: USE
 ---
 
diff --git a/docs/en/sql-reference/syntax.md b/docs/en/sql-reference/syntax.md
index fecea3ab30b..70994f3d882 100644
--- a/docs/en/sql-reference/syntax.md
+++ b/docs/en/sql-reference/syntax.md
@@ -87,7 +87,7 @@ In string literals, you need to escape at least `'` and `\`. Single quotes can b
 
 ### Compound {#compound}
 
-Arrays are constructed with square brackets `[1, 2, 3]`. Nuples are constructed with round brackets `(1, 'Hello, world!', 2)`.
+Arrays are constructed with square brackets `[1, 2, 3]`. Tuples are constructed with round brackets `(1, 'Hello, world!', 2)`.
 Technically these are not literals, but expressions with the array creation operator and the tuple creation operator, respectively.
 An array must consist of at least one item, and a tuple must have at least two items.
 There’s a separate case when tuples appear in the `IN` clause of a `SELECT` query. Query results can include tuples, but tuples can’t be saved to a database (except of tables with [Memory](../engines/table-engines/special/memory.md) engine).
diff --git a/docs/en/sql-reference/table-functions/null.md b/docs/en/sql-reference/table-functions/null.md
new file mode 100644
index 00000000000..6edec61add7
--- /dev/null
+++ b/docs/en/sql-reference/table-functions/null.md
@@ -0,0 +1,41 @@
+---
+toc_priority: 53
+toc_title: null function
+---
+
+# null {#null-function}
+
+Accepts an inserted data of the specified structure and immediately drops it away. The function is used for convenience writing tests and demonstrations.
+
+**Syntax** 
+
+``` sql
+null('structure')
+```
+
+**Parameter** 
+
+-   `structure` — A list of columns and column types. [String](../../sql-reference/data-types/string.md).
+
+**Returned value**
+
+A table with the specified structure, which is dropped right after the query execution.
+
+**Example**
+
+Query with the `null` function:
+
+``` sql
+INSERT INTO function null('x UInt64') SELECT * FROM numbers_mt(1000000000);
+```
+can replace three queries:
+
+```sql
+CREATE TABLE t (x UInt64) ENGINE = Null;
+INSERT INTO t SELECT * FROM numbers_mt(1000000000);
+DROP TABLE IF EXISTS t;
+```
+
+See also: format **Null**.
+
+[Original article](https://clickhouse.tech/docs/en/sql-reference/table-functions/null/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/view.md b/docs/en/sql-reference/table-functions/view.md
new file mode 100644
index 00000000000..9997971af65
--- /dev/null
+++ b/docs/en/sql-reference/table-functions/view.md
@@ -0,0 +1,67 @@
+---
+toc_priority: 51
+toc_title: view
+---
+
+## view {#view}
+
+Turns a subquery into a table. The function implements views (see [CREATE VIEW](https://clickhouse.tech/docs/en/sql-reference/statements/create/view/#create-view)). The resulting table doesn't store data, but only stores the specified `SELECT` query. When reading from the table, ClickHouse executes the query and deletes all unnecessary columns from the result.
+
+**Syntax**
+
+``` sql
+view(subquery)
+```
+
+**Parameters**
+
+-   `subquery` — `SELECT` query.
+
+**Returned value**
+
+-   A table.
+
+**Example**
+
+Input table:
+
+``` text
+┌─id─┬─name─────┬─days─┐
+│  1 │ January  │   31 │
+│  2 │ February │   29 │
+│  3 │ March    │   31 │
+│  4 │ April    │   30 │
+└────┴──────────┴──────┘
+```
+
+Query:
+
+``` sql
+SELECT * FROM view(SELECT name FROM months)
+```
+
+Result:
+
+``` text
+┌─name─────┐
+│ January  │
+│ February │
+│ March    │
+│ April    │
+└──────────┘
+```
+
+You can use the `view` function as a parameter of the [remote](https://clickhouse.tech/docs/en/sql-reference/table-functions/remote/#remote-remotesecure) and [cluster](https://clickhouse.tech/docs/en/sql-reference/table-functions/cluster/#cluster-clusterallreplicas) table functions:
+
+``` sql
+SELECT * FROM remote(`127.0.0.1`, view(SELECT a, b, c FROM table_name))
+```
+
+``` sql
+SELECT * FROM cluster(`cluster_name`, view(SELECT a, b, c FROM table_name))
+```
+
+**See Also**
+
+-   [View Table Engine](https://clickhouse.tech/docs/en/engines/table-engines/special/view/)
+[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/view/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/commercial/cloud.md b/docs/ru/commercial/cloud.md
index 6cbc0e6743b..e6b0309c456 100644
--- a/docs/ru/commercial/cloud.md
+++ b/docs/ru/commercial/cloud.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 1
+toc_title: "\u041f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\u0438\u0020\u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0445\u0020\u0443\u0441\u043b\u0443\u0433\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
 # Поставщики облачных услуг ClickHouse {#clickhouse-cloud-service-providers}
 
 !!! info "Инфо"
diff --git a/docs/ru/development/architecture.md b/docs/ru/development/architecture.md
index e66b20f764a..53c007e078f 100644
--- a/docs/ru/development/architecture.md
+++ b/docs/ru/development/architecture.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 62
+toc_title: "\u041e\u0431\u0437\u043e\u0440\u0020\u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
 # Обзор архитектуры ClickHouse {#overview-of-clickhouse-architecture}
 
 ClickHouse - полноценная колоночная СУБД. Данные хранятся в колонках, а в процессе обработки - в массивах (векторах или фрагментах (chunk’ах) колонок). По возможности операции выполняются на массивах, а не на индивидуальных значениях. Это называется “векторизованное выполнения запросов” (vectorized query execution), и помогает снизить стоимость фактической обработки данных.
@@ -185,7 +190,7 @@ ClickHouse имеет сильную типизацию, поэтому нет 
 
 Репликация использует асинхронную multi-master схему. Вы можете вставить данные в любую реплику, которая имеет открытую сессию в `ZooKeeper`, и данные реплицируются на все другие реплики асинхронно. Поскольку ClickHouse не поддерживает UPDATE, репликация исключает конфликты (conflict-free replication). Поскольку подтверждение вставок кворумом не реализовано, только что вставленные данные могут быть потеряны в случае сбоя одного узла.
 
-Метаданные для репликации хранятся в `ZooKeeper`. Существует журнал репликации, в котором перечислены действия, которые необходимо выполнить. Среди этих действий: получить часть (get the part); объединить части (merge parts); удалить партицию (drop a partition) и так далее. Каждая реплика копирует журнал репликации в свою очередь, а затем выполняет действия из очереди. Например, при вставке в журнале создается действие «получить часть» (get the part), и каждая реплика загружает эту часть. Слияния координируются между репликами, чтобы получить идентичные до байта результаты. Все части объединяются одинаково на всех репликах. Это достигается путем выбора одной реплики в качестве лидера, и эта реплика инициирует слияния и записывает действия «слияния частей» в журнал.
+Метаданные для репликации хранятся в `ZooKeeper`. Существует журнал репликации, в котором перечислены действия, которые необходимо выполнить. Среди этих действий: получить часть (get the part); объединить части (merge parts); удалить партицию (drop a partition) и так далее. Каждая реплика копирует журнал репликации в свою очередь, а затем выполняет действия из очереди. Например, при вставке в журнале создается действие «получить часть» (get the part), и каждая реплика загружает эту часть. Слияния координируются между репликами, чтобы получить идентичные до байта результаты. Все части объединяются одинаково на всех репликах. Одна из реплик-лидеров инициирует новое слияние кусков первой и записывает действия «слияния частей» в журнал. Несколько реплик (или все) могут быть лидерами одновременно. Реплике можно запретить быть лидером с помощью `merge_tree` настройки `replicated_can_become_leader`. 
 
 Репликация является физической: между узлами передаются только сжатые части, а не запросы. Слияния обрабатываются на каждой реплике независимо, в большинстве случаев, чтобы снизить затраты на сеть, во избежание усиления роли сети. Крупные объединенные части отправляются по сети только в случае значительной задержки репликации.
 
diff --git a/docs/ru/development/browse-code.md b/docs/ru/development/browse-code.md
index 814b213a6a7..ac17cf0e6f5 100644
--- a/docs/ru/development/browse-code.md
+++ b/docs/ru/development/browse-code.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 71
+toc_title: "\u041d\u0430\u0432\u0438\u0433\u0430\u0446\u0438\u044f\u0020\u043f\u043e\u0020\u043a\u043e\u0434\u0443\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
+
 # Навигация по коду ClickHouse {#navigatsiia-po-kodu-clickhouse}
 
 Для навигации по коду онлайн доступен **Woboq**, он расположен [здесь](https://clickhouse.tech/codebrowser/html_report///ClickHouse/src/index.html). В нём реализовано удобное перемещение между исходными файлами, семантическая подсветка, подсказки, индексация и поиск. Слепок кода обновляется ежедневно.
diff --git a/docs/ru/development/contrib.md b/docs/ru/development/contrib.md
index c640ecee79d..e65ab4819e8 100644
--- a/docs/ru/development/contrib.md
+++ b/docs/ru/development/contrib.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 70
+toc_title: "\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0435\u0020\u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0435\u0020\u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438"
+---
+
+
 # Используемые сторонние библиотеки {#ispolzuemye-storonnie-biblioteki}
 
 | Библиотека          | Лицензия                                                                                                                                     |
diff --git a/docs/ru/development/developer-instruction.md b/docs/ru/development/developer-instruction.md
index 9edcd4cf9f9..b0c84d9de7c 100644
--- a/docs/ru/development/developer-instruction.md
+++ b/docs/ru/development/developer-instruction.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 61
+toc_title: "\u0418\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432"
+---
+
 # Инструкция для разработчиков
 
 Сборка ClickHouse поддерживается на Linux, FreeBSD, Mac OS X.
diff --git a/docs/ru/development/style.md b/docs/ru/development/style.md
index 951537e8113..671293a7bbd 100644
--- a/docs/ru/development/style.md
+++ b/docs/ru/development/style.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 68
+toc_title: "\u041a\u0430\u043a\u0020\u043f\u0438\u0441\u0430\u0442\u044c\u0020\u043a\u043e\u0434\u0020\u043d\u0430\u0020\u0043\u002b\u002b"
+---
+
+
 # Как писать код на C++ {#kak-pisat-kod-na-c}
 
 ## Общее {#obshchee}
diff --git a/docs/ru/engines/database-engines/index.md b/docs/ru/engines/database-engines/index.md
index 79be85518e2..d3dd729e302 100644
--- a/docs/ru/engines/database-engines/index.md
+++ b/docs/ru/engines/database-engines/index.md
@@ -1,3 +1,10 @@
+---
+toc_folder_title: "\u0414\u0432\u0438\u0436\u043a\u0438\u0020\u0431\u0430\u0437\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+toc_priority: 27
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
+---
+
+
 # Движки баз данных {#dvizhki-baz-dannykh}
 
 Движки баз данных обеспечивают работу с таблицами.
diff --git a/docs/ru/engines/database-engines/lazy.md b/docs/ru/engines/database-engines/lazy.md
index c1538ec91bc..c01aae0284e 100644
--- a/docs/ru/engines/database-engines/lazy.md
+++ b/docs/ru/engines/database-engines/lazy.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 31
+toc_title: Lazy
+---
+
 # Lazy {#lazy}
 
 Сохраняет таблицы только в оперативной памяти `expiration_time_in_seconds` через несколько секунд после последнего доступа. Может использоваться только с таблицами \*Log.
diff --git a/docs/ru/engines/database-engines/mysql.md b/docs/ru/engines/database-engines/mysql.md
index e293cb6ec77..2f8335de73a 100644
--- a/docs/ru/engines/database-engines/mysql.md
+++ b/docs/ru/engines/database-engines/mysql.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 30
+toc_title: MySQL
+---
+
 # MySQL {#mysql}
 
 Позволяет подключаться к базам данных на удалённом MySQL сервере и выполнять запросы `INSERT` и `SELECT` для обмена данными между ClickHouse и MySQL.
diff --git a/docs/ru/engines/index.md b/docs/ru/engines/index.md
index 333e65dcb7b..28ccc8bcfe6 100644
--- a/docs/ru/engines/index.md
+++ b/docs/ru/engines/index.md
@@ -1,6 +1,6 @@
 ---
-toc_folder_title: "\u0414\u0432\u0438\u0436\u043A\u0438"
+toc_folder_title: "\u0045\u006e\u0067\u0069\u006e\u0065\u0073"
+toc_hidden: true
 toc_priority: 25
+toc_title: hidden
 ---
-
-
diff --git a/docs/ru/engines/table-engines/index.md b/docs/ru/engines/table-engines/index.md
index 6a954313c60..740588c50a4 100644
--- a/docs/ru/engines/table-engines/index.md
+++ b/docs/ru/engines/table-engines/index.md
@@ -1,3 +1,10 @@
+---
+toc_folder_title: "\u0414\u0432\u0438\u0436\u043a\u0438\u0020\u0442\u0430\u0431\u043b\u0438\u0446"
+toc_priority: 26
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
+---
+
+
 # Движки таблиц {#table_engines}
 
 Движок таблицы (тип таблицы) определяет:
diff --git a/docs/ru/engines/table-engines/integrations/hdfs.md b/docs/ru/engines/table-engines/integrations/hdfs.md
index b5234b38d7d..bd8e760fce4 100644
--- a/docs/ru/engines/table-engines/integrations/hdfs.md
+++ b/docs/ru/engines/table-engines/integrations/hdfs.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 4
+toc_title: HDFS
+---
+
 # HDFS {#table_engines-hdfs}
 
 Управляет данными в HDFS. Данный движок похож на движки [File](../special/file.md#table_engines-file) и [URL](../special/url.md#table_engines-url).
diff --git a/docs/ru/engines/table-engines/integrations/index.md b/docs/ru/engines/table-engines/integrations/index.md
index 0186f6cf19e..02189cf9e55 100644
--- a/docs/ru/engines/table-engines/integrations/index.md
+++ b/docs/ru/engines/table-engines/integrations/index.md
@@ -1,5 +1,5 @@
 ---
-toc_folder_title: Integrations
+toc_folder_title: "\u0414\u0432\u0438\u0436\u043a\u0438\u0020\u0442\u0430\u0431\u043b\u0438\u0446\u0020\u0434\u043b\u044f\u0020\u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438"
 toc_priority: 30
 ---
 
diff --git a/docs/ru/engines/table-engines/integrations/jdbc.md b/docs/ru/engines/table-engines/integrations/jdbc.md
index cded0c51fa0..d7d438e0633 100644
--- a/docs/ru/engines/table-engines/integrations/jdbc.md
+++ b/docs/ru/engines/table-engines/integrations/jdbc.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 2
+toc_title: JDBC
+---
+
 # JDBC {#table-engine-jdbc}
 
 Позволяет ClickHouse подключаться к внешним базам данных с помощью [JDBC](https://en.wikipedia.org/wiki/Java_Database_Connectivity).
diff --git a/docs/ru/engines/table-engines/integrations/kafka.md b/docs/ru/engines/table-engines/integrations/kafka.md
index 8c47e97f497..940fee2452b 100644
--- a/docs/ru/engines/table-engines/integrations/kafka.md
+++ b/docs/ru/engines/table-engines/integrations/kafka.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 5
+toc_title: Kafka
+---
+
 # Kafka {#kafka}
 
 Движок работает с [Apache Kafka](http://kafka.apache.org/).
@@ -154,6 +159,22 @@ Kafka(kafka_broker_list, kafka_topic_list, kafka_group_name, kafka_format
 
 В документе [librdkafka configuration reference](https://github.com/edenhill/librdkafka/blob/master/CONFIGURATION.md) можно увидеть список возможных опций конфигурации. Используйте подчеркивание (`_`) вместо точки в конфигурации ClickHouse. Например, `check.crcs=true` будет соответствовать `<check_crcs>true</check_crcs>`.
 
+### Поддержка Kerberos {#kafka-kerberos-support}
+
+Чтобы начать работу с Kafka с поддержкой Kerberos, добавьте дочерний элемент `security_protocol` со значением `sasl_plaintext`. Этого будет достаточно, если получен тикет на получение тикета (ticket-granting ticket) Kerberos и он кэшируется средствами ОС.
+ClickHouse может поддерживать учетные данные Kerberos с помощью файла keytab. Рассмотрим дочерние элементы `sasl_kerberos_service_name`, `sasl_kerberos_keytab`, `sasl_kerberos_principal` и `sasl.kerberos.kinit.cmd`.
+
+Пример:
+
+``` xml
+  <!-- Kerberos-aware Kafka -->
+  <kafka>
+    <security_protocol>SASL_PLAINTEXT</security_protocol>
+	<sasl_kerberos_keytab>/home/kafkauser/kafkauser.keytab</sasl_kerberos_keytab>
+	<sasl_kerberos_principal>kafkauser/kafkahost@EXAMPLE.COM</sasl_kerberos_principal>
+  </kafka>
+```
+
 ## Виртуальные столбцы {#virtualnye-stolbtsy}
 
 -   `_topic` — топик Kafka.
diff --git a/docs/ru/engines/table-engines/integrations/mysql.md b/docs/ru/engines/table-engines/integrations/mysql.md
index 9891fe79959..3370e9b06d0 100644
--- a/docs/ru/engines/table-engines/integrations/mysql.md
+++ b/docs/ru/engines/table-engines/integrations/mysql.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 3
+toc_title: MySQL
+---
+
 # MySQL {#mysql}
 
 Движок MySQL позволяет выполнять запросы `SELECT` над данными, хранящимися на удалённом MySQL сервере.
diff --git a/docs/ru/engines/table-engines/integrations/odbc.md b/docs/ru/engines/table-engines/integrations/odbc.md
index aecdbbf038d..97317d647c8 100644
--- a/docs/ru/engines/table-engines/integrations/odbc.md
+++ b/docs/ru/engines/table-engines/integrations/odbc.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 1
+toc_title: ODBC
+---
+
 # ODBC {#table-engine-odbc}
 
 Позволяет ClickHouse подключаться к внешним базам данных с помощью [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
diff --git a/docs/ru/engines/table-engines/integrations/rabbitmq.md b/docs/ru/engines/table-engines/integrations/rabbitmq.md
index ef7b811e295..dedb5842d68 100644
--- a/docs/ru/engines/table-engines/integrations/rabbitmq.md
+++ b/docs/ru/engines/table-engines/integrations/rabbitmq.md
@@ -45,7 +45,7 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
 -   `rabbitmq_row_delimiter` – символ-разделитель, который завершает сообщение.
 -   `rabbitmq_schema` – опциональный параметр, необходимый, если используется формат, требующий определения схемы. Например, [Cap’n Proto](https://capnproto.org/) требует путь к файлу со схемой и название корневого объекта `schema.capnp:Message`.
 -   `rabbitmq_num_consumers` – количество потребителей на таблицу. По умолчанию: `1`. Укажите больше потребителей, если пропускная способность одного потребителя недостаточна.
--   `rabbitmq_num_queues` – количество очередей на потребителя. По умолчанию: `1`. Укажите больше потребителей, если пропускная способность одной очереди на потребителя недостаточна.
+-   `rabbitmq_num_queues` – количество очередей. По умолчанию: `1`. Большее число очередей может сильно увеличить пропускную способность.
 -   `rabbitmq_queue_base` - настройка для имен очередей. Сценарии использования описаны ниже.
 -   `rabbitmq_persistent` - флаг, от которого зависит настройка 'durable' для сообщений при запросах `INSERT`. По умолчанию: `0`.
 -   `rabbitmq_skip_broken_messages` – максимальное количество некорректных сообщений в блоке. Если `rabbitmq_skip_broken_messages = N`, то движок отбрасывает `N` сообщений, которые не получилось обработать. Одно сообщение в точности соответствует одной записи (строке). Значение по умолчанию – 0.
@@ -140,4 +140,5 @@ Example:
 -   `_channel_id` - идентификатор канала `ChannelID`, на котором было получено сообщение.
 -   `_delivery_tag` - значение `DeliveryTag` полученного сообщения. Уникально в рамках одного канала.
 -   `_redelivered` - флаг `redelivered`. (Не равно нулю, если есть возможность, что сообщение было получено более, чем одним каналом.)
--   `_message_id` - значение `MessageID` полученного сообщения. Данное поле непусто, если указано в параметрах при отправке сообщения.
+-   `_message_id` - значение поля `messageID` полученного сообщения. Данное поле непусто, если указано в параметрах при отправке сообщения.
+-   `_timestamp` - значение поля `timestamp` полученного сообщения. Данное поле непусто, если указано в параметрах при отправке сообщения.
diff --git a/docs/ru/engines/table-engines/log-family/index.md b/docs/ru/engines/table-engines/log-family/index.md
index d2cb0df5a8a..7c6d2f81d7c 100644
--- a/docs/ru/engines/table-engines/log-family/index.md
+++ b/docs/ru/engines/table-engines/log-family/index.md
@@ -1,6 +1,6 @@
 ---
-toc_folder_title: Семейство Log
-toc_title: Введение
+toc_folder_title: "\u0421\u0435\u043c\u0435\u0439\u0441\u0442\u0432\u043e\u0020\u004c\u006f\u0067"
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
 toc_priority: 29
 ---
 
diff --git a/docs/ru/engines/table-engines/log-family/log.md b/docs/ru/engines/table-engines/log-family/log.md
index 826738d6a3d..fad331454c7 100644
--- a/docs/ru/engines/table-engines/log-family/log.md
+++ b/docs/ru/engines/table-engines/log-family/log.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 33
+toc_title: Log
+---
+
 # Log {#log}
 
 Движок относится к семейству движков Log. Смотрите общие свойства и различия движков в статье [Семейство Log](index.md).
diff --git a/docs/ru/engines/table-engines/log-family/stripelog.md b/docs/ru/engines/table-engines/log-family/stripelog.md
index 9523a354ee7..e505aae4c52 100644
--- a/docs/ru/engines/table-engines/log-family/stripelog.md
+++ b/docs/ru/engines/table-engines/log-family/stripelog.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 32
+toc_title: StripeLog
+---
+
 # StripeLog {#stripelog}
 
 Движок относится к семейству движков Log. Смотрите общие свойства и различия движков в статье [Семейство Log](index.md).
diff --git a/docs/ru/engines/table-engines/log-family/tinylog.md b/docs/ru/engines/table-engines/log-family/tinylog.md
index 69bc88b133e..d5c24d41ca4 100644
--- a/docs/ru/engines/table-engines/log-family/tinylog.md
+++ b/docs/ru/engines/table-engines/log-family/tinylog.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 34
+toc_title: TinyLog
+---
+
 # TinyLog {#tinylog}
 
 Движок относится к семейству движков Log. Смотрите общие свойства и различия движков в статье [Семейство Log](index.md).
diff --git a/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md
index 3e18f890af7..99b4ec06765 100644
--- a/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 35
+toc_title: AggregatingMergeTree
+---
+
 # AggregatingMergeTree {#aggregatingmergetree}
 
 Движок наследует функциональность [MergeTree](mergetree.md#table_engines-mergetree), изменяя логику слияния кусков данных. Все строки с одинаковым первичным ключом (точнее, с одинаковым [ключом сортировки](mergetree.md)) ClickHouse заменяет на одну (в пределах одного куска данных), которая хранит объединение состояний агрегатных функций.
diff --git a/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md
index f7bc14cc647..8ea3a5a7c92 100644
--- a/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 36
+toc_title: CollapsingMergeTree
+---
+
 # CollapsingMergeTree {#table_engine-collapsingmergetree}
 
 Движок наследует функциональность от [MergeTree](mergetree.md) и добавляет в алгоритм слияния кусков данных логику сворачивания (удаления) строк.
diff --git a/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md b/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md
index 32b5eee7fab..2d26528d964 100644
--- a/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md
+++ b/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 32
+toc_title: "\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u043b\u044c\u043d\u044b\u0439\u0020\u043a\u043b\u044e\u0447\u0020\u043f\u0430\u0440\u0442\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f"
+---
+
+
 # Произвольный ключ партиционирования {#proizvolnyi-kliuch-partitsionirovaniia}
 
 Партиционирование данных доступно для таблиц семейства [MergeTree](mergetree.md) (включая [реплицированные таблицы](replication.md)). Таблицы [MaterializedView](../special/materializedview.md#materializedview), созданные на основе таблиц MergeTree, также поддерживают партиционирование.
diff --git a/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md b/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md
index 861a8b6e633..e47c9127711 100644
--- a/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 38
+toc_title: GraphiteMergeTree
+---
+
 # GraphiteMergeTree {#graphitemergetree}
 
 Движок предназначен для прореживания и агрегирования/усреднения (rollup) данных [Graphite](http://graphite.readthedocs.io/en/latest/index.html). Он может быть интересен разработчикам, которые хотят использовать ClickHouse как хранилище данных для Graphite.
diff --git a/docs/ru/engines/table-engines/mergetree-family/index.md b/docs/ru/engines/table-engines/mergetree-family/index.md
index 9e989d807da..abdfdd77d7f 100644
--- a/docs/ru/engines/table-engines/mergetree-family/index.md
+++ b/docs/ru/engines/table-engines/mergetree-family/index.md
@@ -1,6 +1,5 @@
 ---
 toc_folder_title: MergeTree Family
 toc_priority: 28
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
 ---
-
-
diff --git a/docs/ru/engines/table-engines/mergetree-family/mergetree.md b/docs/ru/engines/table-engines/mergetree-family/mergetree.md
index ef1e236a95c..bb076d480cd 100644
--- a/docs/ru/engines/table-engines/mergetree-family/mergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/mergetree.md
@@ -79,6 +79,7 @@ ORDER BY expr
 
     - `index_granularity` — максимальное количество строк данных между засечками индекса. По умолчанию — 8192. Смотрите [Хранение данных](#mergetree-data-storage).
     - `index_granularity_bytes` — максимальный размер гранул данных в байтах. По умолчанию — 10Mb. Чтобы ограничить размер гранул только количеством строк, установите значение 0 (не рекомендовано). Смотрите [Хранение данных](#mergetree-data-storage).
+    -   `min_index_granularity_bytes` — минимально допустимый размер гранул данных в байтах. Значение по умолчанию — 1024b. Для обеспечения защиты от случайного создания таблиц с очень низким значением `index_granularity_bytes`. Смотрите [Хранение данных](#mergetree-data-storage).
     - `enable_mixed_granularity_parts` — включает или выключает переход к ограничению размера гранул с помощью настройки `index_granularity_bytes`. Настройка `index_granularity_bytes` улучшает производительность ClickHouse при выборке данных из таблиц с большими (десятки и сотни мегабайтов) строками. Если у вас есть таблицы с большими строками, можно включить эту настройку, чтобы повысить эффективность запросов `SELECT`.
     - `use_minimalistic_part_header_in_zookeeper` — Способ хранения заголовков кусков данных в ZooKeeper. Если  `use_minimalistic_part_header_in_zookeeper = 1`, то ZooKeeper хранит меньше данных. Подробнее читайте в [описании настройки](../../../operations/server-configuration-parameters/settings.md#server-settings-use_minimalistic_part_header_in_zookeeper) в разделе "Конфигурационные параметры сервера".
     - `min_merge_bytes_to_use_direct_io` — минимальный объём данных при слиянии, необходимый для прямого (небуферизованного) чтения/записи (direct I/O) на диск. При слиянии частей данных ClickHouse вычисляет общий объём хранения всех данных, подлежащих слиянию. Если общий объём хранения всех данных для чтения превышает `min_bytes_to_use_direct_io` байт, тогда ClickHouse  использует флаг `O_DIRECT` при чтении данных с диска. Если `min_merge_bytes_to_use_direct_io = 0`, тогда прямой ввод-вывод отключен. Значение по умолчанию: `10 * 1024 * 1024 * 1024` байтов.
diff --git a/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md
index 4aa1eb556f3..1228371e8ea 100644
--- a/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 33
+toc_title: ReplacingMergeTree
+---
+
 # ReplacingMergeTree {#replacingmergetree}
 
 Движок отличается от [MergeTree](mergetree.md#table_engines-mergetree) тем, что выполняет удаление дублирующихся записей с одинаковым значением [ключа сортировки](mergetree.md)).
diff --git a/docs/ru/engines/table-engines/mergetree-family/replication.md b/docs/ru/engines/table-engines/mergetree-family/replication.md
index 73291020aa3..6d3930e33ce 100644
--- a/docs/ru/engines/table-engines/mergetree-family/replication.md
+++ b/docs/ru/engines/table-engines/mergetree-family/replication.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 31
+toc_title: "\u0420\u0435\u043f\u043b\u0438\u043a\u0430\u0446\u0438\u044f\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+---
+
 # Репликация данных {#table_engines-replication}
 
 Репликация поддерживается только для таблиц семейства MergeTree:
@@ -14,7 +19,7 @@
 
 Репликация не зависит от шардирования. На каждом шарде репликация работает независимо.
 
-Реплицируются сжатые данные запросов `INSERT`, `ALTER` (см. подробности в описании запроса [ALTER](../../../engines/table-engines/mergetree-family/replication.md#query_language_queries_alter)).
+Реплицируются сжатые данные запросов `INSERT`, `ALTER` (см. подробности в описании запроса [ALTER](../../../sql-reference/statements/alter/index.md#query_language_queries_alter)).
 
 Запросы `CREATE`, `DROP`, `ATTACH`, `DETACH` и `RENAME` выполняются на одном сервере и не реплицируются:
 
@@ -113,7 +118,9 @@ CREATE TABLE table_name
 
 </details>
 
-Как видно в примере, эти параметры могут содержать подстановки в фигурных скобках. Подставляемые значения достаются из конфигурационного файла, из секции `macros`. Пример:
+Как видно в примере, эти параметры могут содержать подстановки в фигурных скобках. Подставляемые значения достаются из конфигурационного файла, из секции «[macros](../../../operations/server-configuration-parameters/settings/#macros)». 
+
+Пример:
 
 ``` xml
 <macros>
@@ -133,12 +140,40 @@ CREATE TABLE table_name
 `table_name` - имя узла для таблицы в ZooKeeper. Разумно делать его таким же, как имя таблицы. Оно указывается явно, так как, в отличие от имени таблицы, оно не меняется после запроса RENAME.
 *Подсказка*: можно также указать имя базы данных перед `table_name`, например `db_name.table_name`
 
+Можно использовать две встроенных подстановки `{database}` и `{table}`, они раскрываются в имя таблицы и в имя базы данных соответственно (если эти подстановки не переопределены в секции `macros`). Т.о. Zookeeper путь можно задать как `'/clickhouse/tables/{layer}-{shard}/{database}/{table}'`. 
+Будьте осторожны с переименованиями таблицы при использовании этих автоматических подстановок. Путь в Zookeeper-е нельзя изменить, а подстановка при переименовании таблицы раскроется в другой путь, таблица будет обращаться к несуществующему в Zookeeper-е пути и перейдет в режим только для чтения.
+
 Имя реплики — то, что идентифицирует разные реплики одной и той же таблицы. Можно использовать для него имя сервера, как показано в примере. Впрочем, достаточно, чтобы имя было уникально лишь в пределах каждого шарда.
 
 Можно не использовать подстановки, а указать соответствующие параметры явно. Это может быть удобным для тестирования и при настройке маленьких кластеров. Однако в этом случае нельзя пользоваться распределенными DDL-запросами (`ON CLUSTER`).
 
 При работе с большими кластерами мы рекомендуем использовать подстановки, они уменьшают вероятность ошибки.
 
+Можно указать аргументы по умолчанию для движка реплицируемых таблиц в файле конфигурации сервера.
+
+```xml
+<default_replica_path>/clickhouse/tables/{shard}/{database}/{table}</default_replica_path>
+<default_replica_name>{replica}</default_replica_path>
+```
+
+В этом случае можно опустить аргументы при создании таблиц:
+
+``` sql
+CREATE TABLE table_name (
+	x UInt32
+) ENGINE = ReplicatedMergeTree 
+ORDER BY x;
+```
+
+Это будет эквивалентно следующему запросу:
+
+``` sql
+CREATE TABLE table_name (
+	x UInt32
+) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{shard}/{database}/table_name', '{replica}') 
+ORDER BY x;
+```
+
 Выполните запрос `CREATE TABLE` на каждой реплике. Запрос создаёт новую реплицируемую таблицу, или добавляет новую реплику к имеющимся.
 
 Если вы добавляете новую реплику после того, как таблица на других репликах уже содержит некоторые данные, то после выполнения запроса, данные на новую реплику будут скачаны с других реплик. То есть, новая реплика синхронизирует себя с остальными.
diff --git a/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md
index 070cd109c30..7b9c11adc2e 100644
--- a/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 34
+toc_title: SummingMergeTree
+---
+
 # SummingMergeTree {#summingmergetree}
 
 Движок наследует функциональность [MergeTree](mergetree.md#table_engines-mergetree). Отличие заключается в том, что для таблиц `SummingMergeTree` при слиянии кусков данных ClickHouse все строки с одинаковым первичным ключом (точнее, с одинаковым [ключом сортировки](mergetree.md)) заменяет на одну, которая хранит только суммы значений из столбцов с цифровым типом данных. Если ключ сортировки подобран таким образом, что одному значению ключа соответствует много строк, это значительно уменьшает объём хранения и ускоряет последующую выборку данных.
diff --git a/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
index bf280eb52bc..2adb8cc0d77 100644
--- a/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 37
+toc_title: VersionedCollapsingMergeTree
+---
+
 # VersionedCollapsingMergeTree {#versionedcollapsingmergetree}
 
 Движок:
diff --git a/docs/ru/engines/table-engines/special/buffer.md b/docs/ru/engines/table-engines/special/buffer.md
index 72d2822af98..986fe9adbb9 100644
--- a/docs/ru/engines/table-engines/special/buffer.md
+++ b/docs/ru/engines/table-engines/special/buffer.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: Buffer
+---
+
 # Buffer {#buffer}
 
 Буферизует записываемые данные в оперативке, периодически сбрасывая их в другую таблицу. При чтении, производится чтение данных одновременно из буфера и из другой таблицы.
diff --git a/docs/ru/engines/table-engines/special/dictionary.md b/docs/ru/engines/table-engines/special/dictionary.md
index b35c8cecc8f..048da157b2d 100644
--- a/docs/ru/engines/table-engines/special/dictionary.md
+++ b/docs/ru/engines/table-engines/special/dictionary.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 35
+toc_title: Dictionary
+---
+
 # Dictionary {#dictionary}
 
 Движок `Dictionary` отображает данные [словаря](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) как таблицу ClickHouse.
diff --git a/docs/ru/engines/table-engines/special/distributed.md b/docs/ru/engines/table-engines/special/distributed.md
index c8f7fe6eba7..7ab0b916337 100644
--- a/docs/ru/engines/table-engines/special/distributed.md
+++ b/docs/ru/engines/table-engines/special/distributed.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 33
+toc_title: Distributed
+---
+
 # Distributed {#distributed}
 
 **Движок Distributed не хранит данные самостоятельно**, а позволяет обрабатывать запросы распределённо, на нескольких серверах. Чтение автоматически распараллеливается. При чтении будут использованы индексы таблиц на удалённых серверах, если есть.
diff --git a/docs/ru/engines/table-engines/special/external-data.md b/docs/ru/engines/table-engines/special/external-data.md
index 41708978367..7e383c0c12d 100644
--- a/docs/ru/engines/table-engines/special/external-data.md
+++ b/docs/ru/engines/table-engines/special/external-data.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: "\u0412\u043d\u0435\u0448\u043d\u0438\u0435\u0020\u0434\u0430\u043d\u043d\u044b\u0435\u0020\u0434\u043b\u044f\u0020\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438\u0020\u0437\u0430\u043f\u0440\u043e\u0441\u0430"
+---
+
 # Внешние данные для обработки запроса {#vneshnie-dannye-dlia-obrabotki-zaprosa}
 
 ClickHouse позволяет отправить на сервер данные, необходимые для обработки одного запроса, вместе с запросом SELECT. Такие данные будут положены во временную таблицу (см. раздел «Временные таблицы») и смогут использоваться в запросе (например, в операторах IN).
diff --git a/docs/ru/engines/table-engines/special/file.md b/docs/ru/engines/table-engines/special/file.md
index 907988a47aa..6a55ef31732 100644
--- a/docs/ru/engines/table-engines/special/file.md
+++ b/docs/ru/engines/table-engines/special/file.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 37
+toc_title: File
+---
+
 # File(Format) {#table_engines-file}
 
 Управляет данными в одном файле на диске в указанном формате.
diff --git a/docs/ru/engines/table-engines/special/index.md b/docs/ru/engines/table-engines/special/index.md
index dcf46c503b2..0d86461dd2d 100644
--- a/docs/ru/engines/table-engines/special/index.md
+++ b/docs/ru/engines/table-engines/special/index.md
@@ -1,5 +1,5 @@
 ---
-toc_folder_title: Special
+toc_folder_title: "\u0421\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435\u0020\u0434\u0432\u0438\u0436\u043a\u0438\u0020\u0442\u0430\u0431\u043b\u0438\u0446"
 toc_priority: 31
 ---
 
diff --git a/docs/ru/engines/table-engines/special/join.md b/docs/ru/engines/table-engines/special/join.md
index aa734f5ca55..65bece4724c 100644
--- a/docs/ru/engines/table-engines/special/join.md
+++ b/docs/ru/engines/table-engines/special/join.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 40
+toc_title: Join
+---
+
 # Join {#join}
 
 Подготовленная структура данных для использования в операциях [JOIN](../../../engines/table-engines/special/join.md#select-join).
diff --git a/docs/ru/engines/table-engines/special/materializedview.md b/docs/ru/engines/table-engines/special/materializedview.md
index ae7a9965a24..1281d1db9ab 100644
--- a/docs/ru/engines/table-engines/special/materializedview.md
+++ b/docs/ru/engines/table-engines/special/materializedview.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 43
+toc_title: MaterializedView
+---
+
 # MaterializedView {#materializedview}
 
 Используется для реализации материализованных представлений (подробнее см. запрос [CREATE TABLE](../../../sql-reference/statements/create/table.md#create-table-query)). Для хранения данных, использует другой движок, который был указан при создании представления. При чтении из таблицы, просто использует этот движок.
diff --git a/docs/ru/engines/table-engines/special/memory.md b/docs/ru/engines/table-engines/special/memory.md
index 6de7978d134..9ca189ef3b2 100644
--- a/docs/ru/engines/table-engines/special/memory.md
+++ b/docs/ru/engines/table-engines/special/memory.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 44
+toc_title: Memory
+---
+
 # Memory {#memory}
 
 Хранит данные в оперативке, в несжатом виде. Данные хранятся именно в таком виде, в каком они получаются при чтении. То есть, само чтение из этой таблицы полностью бесплатно.
diff --git a/docs/ru/engines/table-engines/special/merge.md b/docs/ru/engines/table-engines/special/merge.md
index 4f6e1751591..656aa7cfd6b 100644
--- a/docs/ru/engines/table-engines/special/merge.md
+++ b/docs/ru/engines/table-engines/special/merge.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 36
+toc_title: Merge
+---
+
 # Merge {#merge}
 
 Движок `Merge` (не путайте с движком `MergeTree`) не хранит данные самостоятельно, а позволяет читать одновременно из произвольного количества других таблиц.
diff --git a/docs/ru/engines/table-engines/special/null.md b/docs/ru/engines/table-engines/special/null.md
index ac8c7942f79..2c3af1ce11e 100644
--- a/docs/ru/engines/table-engines/special/null.md
+++ b/docs/ru/engines/table-engines/special/null.md
@@ -1,4 +1,7 @@
-# Null {#null}
+---
+toc_priority: 38
+toc_title: 'Null'
+---
 
 При записи в таблицу типа Null, данные игнорируются. При чтении из таблицы типа Null, возвращается пустота.
 
diff --git a/docs/ru/engines/table-engines/special/set.md b/docs/ru/engines/table-engines/special/set.md
index 497d52821d1..73fe3c3cf50 100644
--- a/docs/ru/engines/table-engines/special/set.md
+++ b/docs/ru/engines/table-engines/special/set.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 39
+toc_title: Set
+---
+
 # Set {#set}
 
 Представляет собой множество, постоянно находящееся в оперативке. Предназначено для использования в правой части оператора IN (смотрите раздел «Операторы IN»).
diff --git a/docs/ru/engines/table-engines/special/url.md b/docs/ru/engines/table-engines/special/url.md
index 69c1567a1c2..cdb5afddf75 100644
--- a/docs/ru/engines/table-engines/special/url.md
+++ b/docs/ru/engines/table-engines/special/url.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 41
+toc_title: URL
+---
+
 # URL(URL, Format) {#table_engines-url}
 
 Управляет данными на удаленном HTTP/HTTPS сервере. Данный движок похож
diff --git a/docs/ru/engines/table-engines/special/view.md b/docs/ru/engines/table-engines/special/view.md
index a732a675d4c..18813a55da2 100644
--- a/docs/ru/engines/table-engines/special/view.md
+++ b/docs/ru/engines/table-engines/special/view.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 42
+toc_title: View
+---
+
 # View {#table_engines-view}
 
 Используется для реализации представлений (подробнее см. запрос `CREATE VIEW`). Не хранит данные, а хранит только указанный запрос `SELECT`. При чтении из таблицы, выполняет его (с удалением из запроса всех ненужных столбцов).
diff --git a/docs/ru/faq/index.md b/docs/ru/faq/index.md
index 2ee9d51e83b..d9eccf59c5c 100644
--- a/docs/ru/faq/index.md
+++ b/docs/ru/faq/index.md
@@ -1,6 +1,6 @@
 ---
 toc_folder_title: F.A.Q.
+toc_hidden: true
 toc_priority: 76
 ---
 
-
diff --git a/docs/ru/getting-started/example-datasets/amplab-benchmark.md b/docs/ru/getting-started/example-datasets/amplab-benchmark.md
index b503fc909f3..bc59672ab26 100644
--- a/docs/ru/getting-started/example-datasets/amplab-benchmark.md
+++ b/docs/ru/getting-started/example-datasets/amplab-benchmark.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 19
+toc_title: AMPLab Big Data Benchmark
+---
+
 # AMPLab Big Data Benchmark {#amplab-big-data-benchmark}
 
 См. https://amplab.cs.berkeley.edu/benchmark/
diff --git a/docs/ru/getting-started/example-datasets/criteo.md b/docs/ru/getting-started/example-datasets/criteo.md
index 4abb8c43f35..7a58da5b695 100644
--- a/docs/ru/getting-started/example-datasets/criteo.md
+++ b/docs/ru/getting-started/example-datasets/criteo.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 18
+toc_title: "\u0422\u0435\u0440\u0430\u0431\u0430\u0439\u0442\u0020\u043b\u043e\u0433\u043e\u0432\u0020\u043a\u043b\u0438\u043a\u043e\u0432\u0020\u043e\u0442\u0020\u0043\u0072\u0069\u0074\u0065\u006f"
+---
+
 # Терабайт логов кликов от Criteo {#terabait-logov-klikov-ot-criteo}
 
 Скачайте данные с http://labs.criteo.com/downloads/download-terabyte-click-logs/
diff --git a/docs/ru/getting-started/example-datasets/index.md b/docs/ru/getting-started/example-datasets/index.md
index c349e369b1d..eff944a7980 100644
--- a/docs/ru/getting-started/example-datasets/index.md
+++ b/docs/ru/getting-started/example-datasets/index.md
@@ -1,8 +1,7 @@
 ---
-toc_folder_title: "\u0422\u0435\u0441\u0442\u043E\u0432\u044B\u0435 \u043C\u0430\u0441\
-  \u0441\u0438\u0432\u044B \u0434\u0430\u043D\u043D\u044B\u0445"
-toc_priority: 12
-toc_title: "\u041E\u0431\u0437\u043E\u0440"
+toc_folder_title: "\u0422\u0435\u0441\u0442\u043e\u0432\u044b\u0435\u0020\u043c\u0430\u0441\u0441\u0438\u0432\u044b\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+toc_priority: 14
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
 ---
 
 # Тестовые массивы данных {#testovye-massivy-dannykh}
diff --git a/docs/ru/getting-started/example-datasets/metrica.md b/docs/ru/getting-started/example-datasets/metrica.md
index ab2fe3d6c64..e8a3163376c 100644
--- a/docs/ru/getting-started/example-datasets/metrica.md
+++ b/docs/ru/getting-started/example-datasets/metrica.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 15
+toc_title: "\u0410\u043d\u043e\u043d\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435\u0020\u0434\u0430\u043d\u043d\u044b\u0435\u0020\u042f\u043d\u0434\u0435\u043a\u0441\u002e\u041c\u0435\u0442\u0440\u0438\u043a\u0438"
+---
+
 # Анонимизированные данные Яндекс.Метрики {#anonimizirovannye-dannye-iandeks-metriki}
 
 Датасет состоит из двух таблиц, содержащих анонимизированные данные о хитах (`hits_v1`) и визитах (`visits_v1`) Яндекс.Метрики. Каждую из таблиц можно скачать в виде сжатого `.tsv.xz`-файла или в виде уже готовых партиций. Также можно скачать расширенную версию таблицы `hits`, содержащую 100 миллионов строк в виде [архива c файлами TSV](https://clickhouse-datasets.s3.yandex.net/hits/tsv/hits_100m_obfuscated_v1.tsv.xz) и в виде [готовых партиций](https://clickhouse-datasets.s3.yandex.net/hits/partitions/hits_100m_obfuscated_v1.tar.xz).
diff --git a/docs/ru/getting-started/example-datasets/nyc-taxi.md b/docs/ru/getting-started/example-datasets/nyc-taxi.md
index 64202b2e765..1f981324261 100644
--- a/docs/ru/getting-started/example-datasets/nyc-taxi.md
+++ b/docs/ru/getting-started/example-datasets/nyc-taxi.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 20
+toc_title: "\u0414\u0430\u043d\u043d\u044b\u0435\u0020\u043e\u0020\u0442\u0430\u043a\u0441\u0438\u0020\u0432\u0020\u041d\u044c\u044e\u002d\u0419\u043e\u0440\u043a\u0435"
+---
+
 # Данные о такси в Нью-Йорке {#dannye-o-taksi-v-niu-iorke}
 
 Этот датасет может быть получен двумя способами:
diff --git a/docs/ru/getting-started/example-datasets/ontime.md b/docs/ru/getting-started/example-datasets/ontime.md
index 7e7a6be2196..4d3eea14da6 100644
--- a/docs/ru/getting-started/example-datasets/ontime.md
+++ b/docs/ru/getting-started/example-datasets/ontime.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 21
+toc_title: OnTime
+---
+
 # OnTime {#ontime}
 
 Этот датасет может быть получен двумя способами:
diff --git a/docs/ru/getting-started/example-datasets/star-schema.md b/docs/ru/getting-started/example-datasets/star-schema.md
index d938b1e8620..f7502e8409d 100644
--- a/docs/ru/getting-started/example-datasets/star-schema.md
+++ b/docs/ru/getting-started/example-datasets/star-schema.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 16
+toc_title: Star Schema Benchmark
+---
+
 # Star Schema Benchmark {#star-schema-benchmark}
 
 Компиляция dbgen:
diff --git a/docs/ru/getting-started/example-datasets/wikistat.md b/docs/ru/getting-started/example-datasets/wikistat.md
index 0e3e269fe9f..c5a877ff8fd 100644
--- a/docs/ru/getting-started/example-datasets/wikistat.md
+++ b/docs/ru/getting-started/example-datasets/wikistat.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 17
+toc_title: WikiStat
+---
+
 # WikiStat {#wikistat}
 
 См: http://dumps.wikimedia.org/other/pagecounts-raw/
diff --git a/docs/ru/getting-started/index.md b/docs/ru/getting-started/index.md
index b2b292c4725..ab72ce4a1d2 100644
--- a/docs/ru/getting-started/index.md
+++ b/docs/ru/getting-started/index.md
@@ -1,6 +1,5 @@
 ---
-toc_folder_title: "\u041D\u0430\u0447\u0430\u043B\u043E \u0440\u0430\u0431\u043E\u0442\
-  \u044B"
+toc_folder_title: "\u041d\u0430\u0447\u0430\u043b\u043e\u0020\u0440\u0430\u0431\u043e\u0442\u044b"
 toc_hidden: true
 toc_priority: 8
 toc_title: hidden
diff --git a/docs/ru/getting-started/install.md b/docs/ru/getting-started/install.md
index 3e9270ef3bc..fb14ecfe599 100644
--- a/docs/ru/getting-started/install.md
+++ b/docs/ru/getting-started/install.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 11
+toc_title: "\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430"
+---
+
 # Установка {#ustanovka}
 
 ## Системные требования {#sistemnye-trebovaniia}
diff --git a/docs/ru/getting-started/playground.md b/docs/ru/getting-started/playground.md
index e3bae5c9756..86a5cd5272c 100644
--- a/docs/ru/getting-started/playground.md
+++ b/docs/ru/getting-started/playground.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 14
+toc_title: Playground
+---
+
 # ClickHouse Playground {#clickhouse-playground}
 
 [ClickHouse Playground](https://play.clickhouse.tech) позволяет пользователям экспериментировать с ClickHouse, мгновенно выполняя запросы без настройки своего сервера или кластера.
diff --git a/docs/ru/guides/apply-catboost-model.md b/docs/ru/guides/apply-catboost-model.md
index 3515d2731c2..026b4d9d75e 100644
--- a/docs/ru/guides/apply-catboost-model.md
+++ b/docs/ru/guides/apply-catboost-model.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 41
+toc_title: "\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u0020\u043c\u043e\u0434\u0435\u043b\u0438\u0020\u0043\u0061\u0074\u0042\u006f\u006f\u0073\u0074\u0020\u0432\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
 # Применение модели CatBoost в ClickHouse {#applying-catboost-model-in-clickhouse}
 
 [CatBoost](https://catboost.ai) — открытая программная библиотека разработанная компанией [Яндекс](https://yandex.ru/company/) для машинного обучения, которая использует схему градиентного бустинга.
diff --git a/docs/ru/interfaces/cli.md b/docs/ru/interfaces/cli.md
index 816b5962280..222af33f952 100644
--- a/docs/ru/interfaces/cli.md
+++ b/docs/ru/interfaces/cli.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 17
+toc_title: "\u041a\u043b\u0438\u0435\u043d\u0442\u0020\u043a\u043e\u043c\u0430\u043d\u0434\u043d\u043e\u0439\u0020\u0441\u0442\u0440\u043e\u043a\u0438"
+---
+
 # Клиент командной строки {#klient-komandnoi-stroki}
 
 ClickHouse предоставляет собственный клиент командной строки: `clickhouse-client`. Клиент поддерживает запуск с аргументами командной строки и с конфигурационными файлами. Подробнее читайте в разделе [Конфигурирование](#interfaces_cli_configuration).
diff --git a/docs/ru/interfaces/cpp.md b/docs/ru/interfaces/cpp.md
index 7136af3197b..264b4f82500 100644
--- a/docs/ru/interfaces/cpp.md
+++ b/docs/ru/interfaces/cpp.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 24
+toc_title: "\u0043\u002b\u002b\u0020\u043a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0430\u044f\u0020\u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430"
+---
+
 # C++ клиентская библиотека {#c-klientskaia-biblioteka}
 
 См. README в репозитории [clickhouse-cpp](https://github.com/ClickHouse/clickhouse-cpp).
diff --git a/docs/ru/interfaces/formats.md b/docs/ru/interfaces/formats.md
index 2745139998f..042c62e310c 100644
--- a/docs/ru/interfaces/formats.md
+++ b/docs/ru/interfaces/formats.md
@@ -1,44 +1,61 @@
+---
+toc_priority: 21
+toc_title: "\u0424\u043e\u0440\u043c\u0430\u0442\u044b\u0020\u0432\u0445\u043e\u0434\u043d\u044b\u0445\u0020\u0438\u0020\u0432\u044b\u0445\u043e\u0434\u043d\u044b\u0445\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+---
+
 # Форматы входных и выходных данных {#formats}
 
 ClickHouse может принимать (`INSERT`) и отдавать (`SELECT`) данные в различных форматах.
 
 Поддерживаемые форматы и возможность использовать их в запросах `INSERT` и `SELECT` перечислены в таблице ниже.
 
-| Формат                                                          | INSERT | SELECT |
-|-----------------------------------------------------------------|--------|--------|
-| [TabSeparated](#tabseparated)                                   | ✔      | ✔      |
-| [TabSeparatedRaw](#tabseparatedraw)                             | ✔      | ✔      |
-| [TabSeparatedWithNames](#tabseparatedwithnames)                 | ✔      | ✔      |
-| [TabSeparatedWithNamesAndTypes](#tabseparatedwithnamesandtypes) | ✔      | ✔      |
-| [Template](#format-template)                                    | ✔      | ✔      |
-| [TemplateIgnoreSpaces](#templateignorespaces)                   | ✔      | ✗      |
-| [CSV](#csv)                                                     | ✔      | ✔      |
-| [CSVWithNames](#csvwithnames)                                   | ✔      | ✔      |
-| [CustomSeparated](#format-customseparated)                      | ✔      | ✔      |
-| [Values](#data-format-values)                                   | ✔      | ✔      |
-| [Vertical](#vertical)                                           | ✗      | ✔      |
-| [JSON](#json)                                                   | ✗      | ✔      |
-| [JSONCompact](#jsoncompact)                                     | ✗      | ✔      |
-| [JSONEachRow](#jsoneachrow)                                     | ✔      | ✔      |
-| [TSKV](#tskv)                                                   | ✔      | ✔      |
-| [Pretty](#pretty)                                               | ✗      | ✔      |
-| [PrettyCompact](#prettycompact)                                 | ✗      | ✔      |
-| [PrettyCompactMonoBlock](#prettycompactmonoblock)               | ✗      | ✔      |
-| [PrettyNoEscapes](#prettynoescapes)                             | ✗      | ✔      |
-| [PrettySpace](#prettyspace)                                     | ✗      | ✔      |
-| [Protobuf](#protobuf)                                           | ✔      | ✔      |
-| [ProtobufSingle](#protobufsingle)                               | ✔      | ✔      |
-| [Parquet](#data-format-parquet)                                 | ✔      | ✔      |
-| [Arrow](#data-format-arrow)                                     | ✔      | ✔      |
-| [ArrowStream](#data-format-arrow-stream)                        | ✔      | ✔      |
-| [ORC](#data-format-orc)                                         | ✔      | ✗      |
-| [RowBinary](#rowbinary)                                         | ✔      | ✔      |
-| [RowBinaryWithNamesAndTypes](#rowbinarywithnamesandtypes)       | ✔      | ✔      |
-| [Native](#native)                                               | ✔      | ✔      |
-| [Null](#null)                                                   | ✗      | ✔      |
-| [XML](#xml)                                                     | ✗      | ✔      |
-| [CapnProto](#capnproto)                                         | ✔      | ✗      |
-| [LineAsString](#lineasstring)                                   | ✔      | ✗      |
+| Формат                                                                                  | INSERT | SELECT |
+|-----------------------------------------------------------------------------------------|--------|--------|
+| [TabSeparated](#tabseparated)                                                           | ✔     | ✔      |
+| [TabSeparatedRaw](#tabseparatedraw)                                                     | ✔     | ✔      |
+| [TabSeparatedWithNames](#tabseparatedwithnames)                                         | ✔     | ✔      |
+| [TabSeparatedWithNamesAndTypes](#tabseparatedwithnamesandtypes)                         | ✔     | ✔      |
+| [Template](#format-template)                                                            | ✔     | ✔      |
+| [TemplateIgnoreSpaces](#templateignorespaces)                                           | ✔     | ✗      |
+| [CSV](#csv)                                                                             | ✔     | ✔      |
+| [CSVWithNames](#csvwithnames)                                                           | ✔     | ✔      |
+| [CustomSeparated](#format-customseparated)                                              | ✔     | ✔      |
+| [Values](#data-format-values)                                                           | ✔     | ✔      |
+| [Vertical](#vertical)                                                                   | ✗     | ✔      |
+| [VerticalRaw](#verticalraw)                                                             | ✗     | ✔      |
+| [JSON](#json)                                                                           | ✗     | ✔      |
+| [JSONString](#jsonstring)                                                               | ✗     | ✔      |
+| [JSONCompact](#jsoncompact)                                                             | ✗     | ✔      |
+| [JSONCompactString](#jsoncompactstring)                                                 | ✗     | ✔      |
+| [JSONEachRow](#jsoneachrow)                                                             | ✔     | ✔      |
+| [JSONEachRowWithProgress](#jsoneachrowwithprogress)                                     | ✗     | ✔      |
+| [JSONStringEachRow](#jsonstringeachrow)                                                 | ✔     | ✔      |
+| [JSONStringEachRowWithProgress](#jsonstringeachrowwithprogress)                         | ✗     | ✔      |
+| [JSONCompactEachRow](#jsoncompacteachrow)                                               | ✔     | ✔      |
+| [JSONCompactEachRowWithNamesAndTypes](#jsoncompacteachrowwithnamesandtypes)             | ✔     | ✔      |
+| [JSONCompactStringEachRow](#jsoncompactstringeachrow)                                   | ✔     | ✔      |
+| [JSONCompactStringEachRowWithNamesAndTypes](#jsoncompactstringeachrowwithnamesandtypes) | ✔     | ✔      |
+| [TSKV](#tskv)                                                                           | ✔     | ✔      |
+| [Pretty](#pretty)                                                                       | ✗     | ✔      |
+| [PrettyCompact](#prettycompact)                                                         | ✗     | ✔      |
+| [PrettyCompactMonoBlock](#prettycompactmonoblock)                                       | ✗     | ✔      |
+| [PrettyNoEscapes](#prettynoescapes)                                                     | ✗     | ✔      |
+| [PrettySpace](#prettyspace)                                                             | ✗     | ✔      |
+| [Protobuf](#protobuf)                                                                   | ✔     | ✔      |
+| [ProtobufSingle](#protobufsingle)                                                       | ✔     | ✔      |
+| [Avro](#data-format-avro)                                                               | ✔     | ✔      |
+| [AvroConfluent](#data-format-avro-confluent)                                            | ✔     | ✗      |
+| [Parquet](#data-format-parquet)                                                         | ✔     | ✔      |
+| [Arrow](#data-format-arrow)                                                             | ✔     | ✔      |
+| [ArrowStream](#data-format-arrow-stream)                                                | ✔     | ✔      |
+| [ORC](#data-format-orc)                                                                 | ✔     | ✗      |
+| [RowBinary](#rowbinary)                                                                 | ✔     | ✔      |
+| [RowBinaryWithNamesAndTypes](#rowbinarywithnamesandtypes)                               | ✔     | ✔      |
+| [Native](#native)                                                                       | ✔     | ✔      |
+| [Null](#null)                                                                           | ✗     | ✔      |
+| [XML](#xml)                                                                             | ✗     | ✔      |
+| [CapnProto](#capnproto)                                                                 | ✔     | ✗      |
+| [LineAsString](#lineasstring)                                                           | ✔     | ✗      |
 
 Вы можете регулировать некоторые параметры работы с форматами с помощью настроек ClickHouse. За дополнительной информацией обращайтесь к разделу [Настройки](../operations/settings/settings.md).
 
@@ -364,62 +381,41 @@ SELECT SearchPhrase, count() AS c FROM test.hits GROUP BY SearchPhrase WITH TOTA
         "meta":
         [
                 {
-                        "name": "SearchPhrase",
+                        "name": "'hello'",
                         "type": "String"
                 },
                 {
-                        "name": "c",
+                        "name": "multiply(42, number)",
                         "type": "UInt64"
+				},
+                {
+                        "name": "range(5)",
+                        "type": "Array(UInt8)"
                 }
         ],
 
         "data":
         [
                 {
-                        "SearchPhrase": "",
-                        "c": "8267016"
+                        "'hello'": "hello",
+                        "multiply(42, number)": "0",
+                        "range(5)": [0,1,2,3,4]
                 },
                 {
-                        "SearchPhrase": "bathroom interior design",
-                        "c": "2166"
+                        "'hello'": "hello",
+                        "multiply(42, number)": "42",
+                        "range(5)": [0,1,2,3,4]
                 },
                 {
-                        "SearchPhrase": "yandex",
-                        "c": "1655"
-                },
-                {
-                        "SearchPhrase": "spring 2014 fashion",
-                        "c": "1549"
-                },
-                {
-                        "SearchPhrase": "freeform photos",
-                        "c": "1480"
+                        "'hello'": "hello",
+                        "multiply(42, number)": "84",
+                        "range(5)": [0,1,2,3,4]
                 }
         ],
 
-        "totals":
-        {
-                "SearchPhrase": "",
-                "c": "8873898"
-        },
+        "rows": 3,
 
-        "extremes":
-        {
-                "min":
-                {
-                        "SearchPhrase": "",
-                        "c": "1480"
-                },
-                "max":
-                {
-                        "SearchPhrase": "",
-                        "c": "8267016"
-                }
-        },
-
-        "rows": 5,
-
-        "rows_before_limit_at_least": 141137
+        "rows_before_limit_at_least": 3
 }
 ```
 
@@ -438,65 +434,167 @@ JSON совместим с JavaScript. Для этого, дополнитель
 
 ClickHouse поддерживает [NULL](../sql-reference/syntax.md), который при выводе JSON будет отображен как `null`. Чтобы включить отображение в результате значений  `+nan`, `-nan`, `+inf`, `-inf`, установите параметр [output_format_json_quote_denormals](../operations/settings/settings.md#settings-output_format_json_quote_denormals) равным 1.
 
-Смотрите также формат [JSONEachRow](#jsoneachrow) .
+Смотрите также формат [JSONEachRow](#jsoneachrow).
+
+## JSONString {#jsonstring}
+
+Отличается от JSON только тем, что поля данных выводятся в строках, а не в типизированных значениях JSON.
+
+Пример:
+
+```json
+{
+        "meta":
+        [
+                {
+                        "name": "'hello'",
+                        "type": "String"
+                },
+                {
+                        "name": "multiply(42, number)",
+                        "type": "UInt64"
+                },
+                {
+                        "name": "range(5)",
+                        "type": "Array(UInt8)"
+                }
+        ],
+
+        "data":
+        [
+                {
+                        "'hello'": "hello",
+                        "multiply(42, number)": "0",
+                        "range(5)": "[0,1,2,3,4]"
+                },
+                {
+                        "'hello'": "hello",
+                        "multiply(42, number)": "42",
+                        "range(5)": "[0,1,2,3,4]"
+                },
+                {
+                        "'hello'": "hello",
+                        "multiply(42, number)": "84",
+                        "range(5)": "[0,1,2,3,4]"
+                }
+        ],
+
+        "rows": 3,
+
+        "rows_before_limit_at_least": 3
+}
+```
 
 ## JSONCompact {#jsoncompact}
+## JSONCompactString {#jsoncompactstring}
 
 Отличается от JSON только тем, что строчки данных выводятся в массивах, а не в object-ах.
 
 Пример:
 
 ``` json
+// JSONCompact
 {
         "meta":
         [
                 {
-                        "name": "SearchPhrase",
+                        "name": "'hello'",
                         "type": "String"
                 },
                 {
-                        "name": "c",
+                        "name": "multiply(42, number)",
                         "type": "UInt64"
+				},
+                {
+                        "name": "range(5)",
+                        "type": "Array(UInt8)"
                 }
         ],
 
         "data":
         [
-                ["", "8267016"],
-                ["интерьер ванной комнаты", "2166"],
-                ["яндекс", "1655"],
-                ["весна 2014 мода", "1549"],
-                ["фриформ фото", "1480"]
+                ["hello", "0", [0,1,2,3,4]],
+                ["hello", "42", [0,1,2,3,4]],
+                ["hello", "84", [0,1,2,3,4]]
         ],
 
-        "totals": ["","8873898"],
+        "rows": 3,
 
-        "extremes":
-        {
-                "min": ["","1480"],
-                "max": ["","8267016"]
-        },
-
-        "rows": 5,
-
-        "rows_before_limit_at_least": 141137
+        "rows_before_limit_at_least": 3
 }
 ```
 
-Этот формат подходит только для вывода результата выполнения запроса, но не для парсинга (приёма данных для вставки в таблицу).
-Смотрите также формат `JSONEachRow`.
+```json
+// JSONCompactString
+{
+        "meta":
+        [
+                {
+                        "name": "'hello'",
+                        "type": "String"
+                },
+                {
+                        "name": "multiply(42, number)",
+                        "type": "UInt64"
+                },
+                {
+                        "name": "range(5)",
+                        "type": "Array(UInt8)"
+                }
+        ],
 
-## JSONEachRow {#jsoneachrow}
+        "data":
+        [
+                ["hello", "0", "[0,1,2,3,4]"],
+                ["hello", "42", "[0,1,2,3,4]"],
+                ["hello", "84", "[0,1,2,3,4]"]
+        ],
 
-При использовании этого формата, ClickHouse выводит каждую запись как объект JSON (каждый объект отдельной строкой), при этом данные в целом — невалидный JSON.
+        "rows": 3,
 
-``` json
-{"SearchPhrase":"дизайн штор","count()":"1064"}
-{"SearchPhrase":"баку","count()":"1000"}
-{"SearchPhrase":"","count":"8267016"}
+        "rows_before_limit_at_least": 3
+}
 ```
 
-При вставке данных необходимо каждую запись передавать как отдельный объект JSON.
+## JSONEachRow {#jsoneachrow}
+## JSONStringEachRow {#jsonstringeachrow}
+## JSONCompactEachRow {#jsoncompacteachrow}
+## JSONCompactStringEachRow {#jsoncompactstringeachrow}
+
+При использовании этих форматов ClickHouse выводит каждую запись как значения JSON (каждое значение отдельной строкой), при этом данные в целом — невалидный JSON.
+
+``` json
+{"some_int":42,"some_str":"hello","some_tuple":[1,"a"]} // JSONEachRow
+[42,"hello",[1,"a"]] // JSONCompactEachRow
+["42","hello","(2,'a')"] // JSONCompactStringsEachRow
+```
+
+При вставке данных вы должны предоставить отдельное значение JSON для каждой строки.
+
+## JSONEachRowWithProgress {#jsoneachrowwithprogress}
+## JSONStringEachRowWithProgress {#jsonstringeachrowwithprogress}
+
+Отличается от `JSONEachRow`/`JSONStringEachRow` тем, что ClickHouse будет выдавать информацию о ходе выполнения в виде значений JSON.
+
+```json
+{"row":{"'hello'":"hello","multiply(42, number)":"0","range(5)":[0,1,2,3,4]}}
+{"row":{"'hello'":"hello","multiply(42, number)":"42","range(5)":[0,1,2,3,4]}}
+{"row":{"'hello'":"hello","multiply(42, number)":"84","range(5)":[0,1,2,3,4]}}
+{"progress":{"read_rows":"3","read_bytes":"24","written_rows":"0","written_bytes":"0","total_rows_to_read":"3"}}
+```
+
+## JSONCompactEachRowWithNamesAndTypes {#jsoncompacteachrowwithnamesandtypes}
+## JSONCompactStringEachRowWithNamesAndTypes {#jsoncompactstringeachrowwithnamesandtypes}
+
+Отличается от `JSONCompactEachRow`/`JSONCompactStringEachRow` тем, что имена и типы столбцов записываются как первые две строки.
+
+```json
+["'hello'", "multiply(42, number)", "range(5)"]
+["String", "UInt64", "Array(UInt8)"]
+["hello", "0", [0,1,2,3,4]]
+["hello", "42", [0,1,2,3,4]]
+["hello", "84", [0,1,2,3,4]]
+```
 
 ### Вставка данных {#vstavka-dannykh}
 
@@ -784,6 +882,10 @@ test: string with 'quotes' and   with some special
 
 Этот формат подходит только для вывода результата выполнения запроса, но не для парсинга (приёма данных для вставки в таблицу).
 
+## VerticalRaw {#verticalraw}
+
+Аналогичен [Vertical](#vertical), но с отключенным выходом. Этот формат подходит только для вывода результата выполнения запроса, но не для парсинга (приёма данных для вставки в таблицу).
+
 ## XML {#xml}
 
 Формат XML подходит только для вывода данных, не для парсинга. Пример:
diff --git a/docs/ru/interfaces/http.md b/docs/ru/interfaces/http.md
index ffe4b2e5276..096fb6c05bc 100644
--- a/docs/ru/interfaces/http.md
+++ b/docs/ru/interfaces/http.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 19
+toc_title: "\u0048\u0054\u0054\u0050\u002d\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441"
+---
+
 # HTTP-интерфейс {#http-interface}
 
 HTTP интерфейс позволяет использовать ClickHouse на любой платформе, из любого языка программирования. У нас он используется для работы из Java и Perl, а также из shell-скриптов. В других отделах, HTTP интерфейс используется из Perl, Python и Go. HTTP интерфейс более ограничен по сравнению с родным интерфейсом, но является более совместимым.
@@ -71,8 +76,11 @@ ECT 1
 ```
 
 По умолчанию, данные возвращаются в формате TabSeparated (подробнее смотри раздел «Форматы»).
+
 Можно попросить любой другой формат - с помощью секции FORMAT запроса.
 
+Кроме того, вы можете использовать параметр URL-адреса `default_format` или заголовок `X-ClickHouse-Format`, чтобы указать формат по умолчанию, отличный от `TabSeparated`.
+
 ``` bash
 $ echo 'SELECT 1 FORMAT Pretty' | curl 'http://localhost:8123/?' --data-binary @-
 ┏━━━┓
@@ -163,7 +171,7 @@ $ echo "SELECT 1" | gzip -c | curl -sS --data-binary @- -H 'Content-Encoding: gz
 !!! note "Примечание"
     Некоторые HTTP-клиенты могут по умолчанию распаковывать данные (`gzip` и `deflate`) с сервера в фоновом режиме и вы можете получить распакованные данные, даже если правильно используете настройки сжатия.
 
-В параметре URL database может быть указана БД по умолчанию.
+Вы можете использовать параметр URL `database` или заголовок `X-ClickHouse-Database`, чтобы указать БД по умолчанию.
 
 ``` bash
 $ echo 'SELECT number FROM numbers LIMIT 10' | curl 'http://localhost:8123/?database=system' --data-binary @-
diff --git a/docs/ru/interfaces/jdbc.md b/docs/ru/interfaces/jdbc.md
index e83cd2cfacf..196dba64933 100644
--- a/docs/ru/interfaces/jdbc.md
+++ b/docs/ru/interfaces/jdbc.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 22
+toc_title: "\u004a\u0044\u0042\u0043\u002d\u0434\u0440\u0430\u0439\u0432\u0435\u0440"
+---
+
 # JDBC-драйвер {#jdbc-draiver}
 
 -   **[Официальный драйвер](https://github.com/ClickHouse/clickhouse-jdbc)**
diff --git a/docs/ru/interfaces/mysql.md b/docs/ru/interfaces/mysql.md
index 79368aa1ba2..fa0003e0bea 100644
--- a/docs/ru/interfaces/mysql.md
+++ b/docs/ru/interfaces/mysql.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 20
+toc_title: "\u004d\u0079\u0053\u0051\u004c\u002d\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441"
+---
+
 # MySQL-интерфейс {#mysql-interface}
 
 ClickHouse поддерживает взаимодействие по протоколу MySQL. Данная функция включается настройкой [mysql_port](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-mysql_port) в конфигурационном файле:
diff --git a/docs/ru/interfaces/odbc.md b/docs/ru/interfaces/odbc.md
index 0f4a6279539..728c4bd6979 100644
--- a/docs/ru/interfaces/odbc.md
+++ b/docs/ru/interfaces/odbc.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 23
+toc_title: "\u004f\u0044\u0042\u0043\u002d\u0434\u0440\u0430\u0439\u0432\u0435\u0440"
+---
+
+
 # ODBC-драйвер {#odbc-draiver}
 
 -   [Официальный драйвер](https://github.com/ClickHouse/clickhouse-odbc).
diff --git a/docs/ru/interfaces/tcp.md b/docs/ru/interfaces/tcp.md
index 6bdfb286ac2..d89646f15b7 100644
--- a/docs/ru/interfaces/tcp.md
+++ b/docs/ru/interfaces/tcp.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 18
+toc_title: "\u0420\u043e\u0434\u043d\u043e\u0439\u0020\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0020\u0028\u0054\u0043\u0050\u0029"
+---
+
 # Родной интерфейс (TCP) {#rodnoi-interfeis-tcp}
 
 Нативный протокол используется в [клиенте командной строки](cli.md), для взаимодействия между серверами во время обработки распределенных запросов, а также в других программах на C++. К сожалению, у родного протокола ClickHouse пока нет формальной спецификации, но в нем можно разобраться с использованием исходного кода ClickHouse (начиная с [примерно этого места](https://github.com/ClickHouse/ClickHouse/tree/master/src/Client)) и/или путем перехвата и анализа TCP трафика.
diff --git a/docs/ru/interfaces/third-party/client-libraries.md b/docs/ru/interfaces/third-party/client-libraries.md
index 66a2252b23a..f35acb9e968 100644
--- a/docs/ru/interfaces/third-party/client-libraries.md
+++ b/docs/ru/interfaces/third-party/client-libraries.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 26
+toc_title: "\u041a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0438\u0435\u0020\u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438\u0020\u043e\u0442\u0020\u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445\u0020\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432"
+---
+
 # Клиентские библиотеки от сторонних разработчиков {#klientskie-biblioteki-ot-storonnikh-razrabotchikov}
 
 !!! warning "Disclaimer"
diff --git a/docs/ru/interfaces/third-party/gui.md b/docs/ru/interfaces/third-party/gui.md
index f7eaa5cc77f..1fabdb8a31c 100644
--- a/docs/ru/interfaces/third-party/gui.md
+++ b/docs/ru/interfaces/third-party/gui.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 28
+toc_title: "\u0412\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0435\u0020\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u044b\u0020\u043e\u0442\u0020\u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445\u0020\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432"
+---
+
+
 # Визуальные интерфейсы от сторонних разработчиков {#vizualnye-interfeisy-ot-storonnikh-razrabotchikov}
 
 ## С открытым исходным кодом {#s-otkrytym-iskhodnym-kodom}
diff --git a/docs/ru/interfaces/third-party/index.md b/docs/ru/interfaces/third-party/index.md
index bfdd554aebd..a57169df73b 100644
--- a/docs/ru/interfaces/third-party/index.md
+++ b/docs/ru/interfaces/third-party/index.md
@@ -1,6 +1,5 @@
 ---
-toc_folder_title: "\u041E\u0442 \u0441\u0442\u043E\u0440\u043E\u043D\u043D\u0438\u0445\
-  \ \u0440\u0430\u0437\u0440\u0430\u0431\u043E\u0442\u0447\u0438\u043A\u043E\u0432"
+toc_folder_title: "\u0421\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0435\u0020\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u044b"
 toc_priority: 24
 ---
 
diff --git a/docs/ru/interfaces/third-party/integrations.md b/docs/ru/interfaces/third-party/integrations.md
index 527f65343db..60d6181ab3f 100644
--- a/docs/ru/interfaces/third-party/integrations.md
+++ b/docs/ru/interfaces/third-party/integrations.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 27
+toc_title: "\u0411\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438\u0020\u0434\u043b\u044f\u0020\u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438\u0020\u043e\u0442\u0020\u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445\u0020\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432"
+---
+
 # Библиотеки для интеграции от сторонних разработчиков {#biblioteki-dlia-integratsii-ot-storonnikh-razrabotchikov}
 
 !!! warning "Disclaimer"
diff --git a/docs/ru/interfaces/third-party/proxy.md b/docs/ru/interfaces/third-party/proxy.md
index 225c3fee150..fc66ecde293 100644
--- a/docs/ru/interfaces/third-party/proxy.md
+++ b/docs/ru/interfaces/third-party/proxy.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 29
+toc_title: "\u041f\u0440\u043e\u043a\u0441\u0438\u002d\u0441\u0435\u0440\u0432\u0435\u0440\u044b\u0020\u043e\u0442\u0020\u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u0445\u0020\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432"
+---
+
 # Прокси-серверы от сторонних разработчиков {#proksi-servery-ot-storonnikh-razrabotchikov}
 
 ## chproxy {#chproxy}
diff --git a/docs/ru/introduction/distinctive-features.md b/docs/ru/introduction/distinctive-features.md
index 98dbe6df134..4eeeef4a443 100644
--- a/docs/ru/introduction/distinctive-features.md
+++ b/docs/ru/introduction/distinctive-features.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 4
+toc_title: "\u041e\u0442\u043b\u0438\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435\u0020\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
 # Отличительные возможности ClickHouse {#otlichitelnye-vozmozhnosti-clickhouse}
 
 ## По-настоящему столбцовая СУБД {#po-nastoiashchemu-stolbtsovaia-subd}
diff --git a/docs/ru/introduction/history.md b/docs/ru/introduction/history.md
index 65254b0f4f0..ab740954bbe 100644
--- a/docs/ru/introduction/history.md
+++ b/docs/ru/introduction/history.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 7
+toc_title: "\u0418\u0441\u0442\u043e\u0440\u0438\u044f\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
+
 # История ClickHouse {#istoriia-clickhouse}
 
 ClickHouse изначально разрабатывался для обеспечения работы [Яндекс.Метрики](https://metrika.yandex.ru/), [второй крупнейшей в мире](http://w3techs.com/technologies/overview/traffic_analysis/all) платформы для веб аналитики, и продолжает быть её ключевым компонентом. При более 13 триллионах записей в базе данных и более 20 миллиардах событий в сутки, ClickHouse позволяет генерировать индивидуально настроенные отчёты на лету напрямую из неагрегированных данных. Данная статья вкратце демонстрирует какие цели исторически стояли перед ClickHouse на ранних этапах его развития.
diff --git a/docs/ru/introduction/performance.md b/docs/ru/introduction/performance.md
index cbefa10cf7c..c449e76a6ea 100644
--- a/docs/ru/introduction/performance.md
+++ b/docs/ru/introduction/performance.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 6
+toc_title: "\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c"
+---
+
 # Производительность {#proizvoditelnost}
 
 По результатам внутреннего тестирования в Яндексе, ClickHouse обладает наиболее высокой производительностью (как наиболее высокой пропускной способностью на длинных запросах, так и наиболее низкой задержкой на коротких запросах), при соответствующем сценарии работы, среди доступных для тестирования систем подобного класса. Результаты тестирования можно посмотреть на [отдельной странице](https://clickhouse.tech/benchmark/dbms/).
diff --git a/docs/ru/operations/access-rights.md b/docs/ru/operations/access-rights.md
index 27dbc2fbf62..9973de91161 100644
--- a/docs/ru/operations/access-rights.md
+++ b/docs/ru/operations/access-rights.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 48
+toc_title: "\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435\u0020\u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c"
+---
+
 # Управление доступом {#access-control}
 
 ClickHouse поддерживает управление доступом на основе подхода [RBAC](https://ru.wikipedia.org/wiki/Управление_доступом_на_основе_ролей).
diff --git a/docs/ru/operations/backup.md b/docs/ru/operations/backup.md
index 89fb0403543..0dcb6fd307d 100644
--- a/docs/ru/operations/backup.md
+++ b/docs/ru/operations/backup.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 49
+toc_title: "\u0420\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0435\u0020\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+---
+
 # Резервное копирование данных {#rezervnoe-kopirovanie-dannykh}
 
 [Репликация](../engines/table-engines/mergetree-family/replication.md) обеспечивает защиту от аппаратных сбоев, но не защищает от человеческих ошибок: случайного удаления данных, удаления не той таблицы, которую надо было, или таблицы на не том кластере, а также программных ошибок, которые приводят к неправильной обработке данных или их повреждению. Во многих случаях подобные ошибки влияют на все реплики. ClickHouse имеет встроенные средства защиты для предотвращения некоторых типов ошибок — например, по умолчанию [не получится удалить таблицы \*MergeTree, содержащие более 50 Гб данных, одной командой](https://github.com/ClickHouse/ClickHouse/blob/v18.14.18-stable/programs/server/config.xml#L322-L330). Однако эти средства защиты не охватывают все возможные случаи и могут быть обойдены.
diff --git a/docs/ru/operations/configuration-files.md b/docs/ru/operations/configuration-files.md
index df56ab9ac7d..a4cc9182427 100644
--- a/docs/ru/operations/configuration-files.md
+++ b/docs/ru/operations/configuration-files.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 50
+toc_title: "\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435\u0020\u0444\u0430\u0439\u043b\u044b"
+---
+
+
 # Конфигурационные файлы {#configuration_files}
 
 Основной конфигурационный файл сервера - `config.xml`. Он расположен в директории `/etc/clickhouse-server/`.
diff --git a/docs/ru/operations/index.md b/docs/ru/operations/index.md
index 0a15959d652..74a1d135967 100644
--- a/docs/ru/operations/index.md
+++ b/docs/ru/operations/index.md
@@ -1,7 +1,7 @@
 ---
 toc_folder_title: "\u042d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u044f"
 toc_priority: 41
-toc_title: intro
+toc_title: "\u042d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u044f"
 ---
 
 # Эксплуатация {#operations}
diff --git a/docs/ru/operations/monitoring.md b/docs/ru/operations/monitoring.md
index a1013f5eae5..52d0b5ecc8a 100644
--- a/docs/ru/operations/monitoring.md
+++ b/docs/ru/operations/monitoring.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: "\u041c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433"
+---
+
 # Мониторинг {#monitoring}
 
 Вы можете отслеживать:
diff --git a/docs/ru/operations/quotas.md b/docs/ru/operations/quotas.md
index 399e80d2011..92533eef0c1 100644
--- a/docs/ru/operations/quotas.md
+++ b/docs/ru/operations/quotas.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 51
+toc_title: "\u041a\u0432\u043e\u0442\u044b"
+---
+
 # Квоты {#quotas}
 
 Квоты позволяют ограничить использование ресурсов за некоторый интервал времени, или просто подсчитывать использование ресурсов.
diff --git a/docs/ru/operations/requirements.md b/docs/ru/operations/requirements.md
index e1ecafd9f3b..36a7dd30b34 100644
--- a/docs/ru/operations/requirements.md
+++ b/docs/ru/operations/requirements.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 44
+toc_title: "\u0422\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f"
+---
+
 # Требования {#trebovaniia}
 
 ## Процессор {#protsessor}
diff --git a/docs/ru/operations/server-configuration-parameters/settings.md b/docs/ru/operations/server-configuration-parameters/settings.md
index e8da92c1662..17966ef0547 100644
--- a/docs/ru/operations/server-configuration-parameters/settings.md
+++ b/docs/ru/operations/server-configuration-parameters/settings.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 57
+toc_title: "\u041a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435\u0020\u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b\u0020\u0441\u0435\u0440\u0432\u0435\u0440\u0430"
+---
+
 # Конфигурационные параметры сервера {#server-configuration-parameters-reference}
 
 ## builtin_dictionaries_reload_interval {#builtin-dictionaries-reload-interval}
@@ -387,7 +392,7 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
 
 Можно не указывать, если реплицируемых таблицы не используются.
 
-Подробнее смотрите в разделе «[Создание реплицируемых таблиц](../../operations/server-configuration-parameters/settings.md)».
+Подробнее смотрите в разделе «[Создание реплицируемых таблиц](../../engines/table-engines/mergetree-family/replication.md)».
 
 **Пример**
 
diff --git a/docs/ru/operations/settings/constraints-on-settings.md b/docs/ru/operations/settings/constraints-on-settings.md
index dd324caecc6..b23be22958c 100644
--- a/docs/ru/operations/settings/constraints-on-settings.md
+++ b/docs/ru/operations/settings/constraints-on-settings.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 62
+toc_title: "\u041e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u0020\u043d\u0430\u0020\u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u0020\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a"
+---
+
 # Ограничения на изменение настроек {#constraints-on-settings}
 
 Ограничения на изменение настроек могут находиться внутри секции `profiles` файла `user.xml` и запрещают пользователю менять некоторые настройки с помощью запроса `SET`.
diff --git a/docs/ru/operations/settings/index.md b/docs/ru/operations/settings/index.md
index edc8d2d3014..c24b7053c46 100644
--- a/docs/ru/operations/settings/index.md
+++ b/docs/ru/operations/settings/index.md
@@ -1,7 +1,7 @@
 ---
-toc_folder_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
+toc_folder_title: Settings
 toc_priority: 55
-toc_title: "\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438"
+toc_title: Introduction
 ---
 
 # Настройки {#session-settings-intro}
diff --git a/docs/ru/operations/settings/permissions-for-queries.md b/docs/ru/operations/settings/permissions-for-queries.md
index cb65e652331..ae896dac77c 100644
--- a/docs/ru/operations/settings/permissions-for-queries.md
+++ b/docs/ru/operations/settings/permissions-for-queries.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 58
+toc_title: "\u0420\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f\u0020\u0434\u043b\u044f\u0020\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432"
+---
+
 # Разрешения для запросов {#permissions_for_queries}
 
 Запросы в ClickHouse можно разделить на несколько типов:
diff --git a/docs/ru/operations/settings/query-complexity.md b/docs/ru/operations/settings/query-complexity.md
index aeb5445a054..a62e7523207 100644
--- a/docs/ru/operations/settings/query-complexity.md
+++ b/docs/ru/operations/settings/query-complexity.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 59
+toc_title: "\u041e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u0020\u043d\u0430\u0020\u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u044c\u0020\u0437\u0430\u043f\u0440\u043e\u0441\u0430"
+---
+
 # Ограничения на сложность запроса {#restrictions-on-query-complexity}
 
 Ограничения на сложность запроса - часть настроек.
diff --git a/docs/ru/operations/settings/settings-profiles.md b/docs/ru/operations/settings/settings-profiles.md
index d1e24490120..10feda01850 100644
--- a/docs/ru/operations/settings/settings-profiles.md
+++ b/docs/ru/operations/settings/settings-profiles.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 61
+toc_title: "\u041f\u0440\u043e\u0444\u0438\u043b\u0438\u0020\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a"
+---
+
 # Профили настроек {#settings-profiles}
 
 Профиль настроек — это набор настроек, сгруппированных под одним именем.
diff --git a/docs/ru/operations/settings/settings-users.md b/docs/ru/operations/settings/settings-users.md
index 7c12780823a..2069922d0ea 100644
--- a/docs/ru/operations/settings/settings-users.md
+++ b/docs/ru/operations/settings/settings-users.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 63
+toc_title: "\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438\u0020\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439"
+---
+
 # Настройки пользователей {#nastroiki-polzovatelei}
 
 Раздел `users` конфигурационного файла `user.xml` содержит настройки для пользователей.
diff --git a/docs/ru/operations/settings/settings.md b/docs/ru/operations/settings/settings.md
index da933e30300..700203e36e1 100644
--- a/docs/ru/operations/settings/settings.md
+++ b/docs/ru/operations/settings/settings.md
@@ -1,6 +1,6 @@
 ---
 toc_priority: 60
-toc_title: Settings
+toc_title: "\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438"
 ---
 
 # Настройки {#settings}
@@ -1164,9 +1164,9 @@ ClickHouse генерирует исключение
 
 ## insert_quorum_timeout {#settings-insert_quorum_timeout}
 
-Время ожидания кворумной записи в секундах. Если время прошло, а запись так не состоялась, то ClickHouse сгенерирует исключение и клиент должен повторить запрос на запись того же блока на эту же или любую другую реплику.
+Время ожидания кворумной записи в миллисекундах. Если время прошло, а запись так не состоялась, то ClickHouse сгенерирует исключение и клиент должен повторить запрос на запись того же блока на эту же или любую другую реплику.
 
-Значение по умолчанию: 60 секунд.
+Значение по умолчанию: 600000 миллисекунд (10 минут).
 
 См. также:
 
@@ -1977,6 +1977,48 @@ SELECT range(number) FROM system.numbers LIMIT 5 FORMAT PrettyCompactNoEscapes;
 └───────────────┘
 ```
 
+## output_format_pretty_row_numbers {#output_format_pretty_row_numbers}
+
+Включает режим отображения номеров строк для запросов, выводимых в формате [Pretty](../../interfaces/formats.md#pretty).
+
+Возможные значения:
+
+-   0 — номера строк не выводятся.
+-   1 — номера строк выводятся.
+
+Значение по умолчанию: `0`.
+
+**Пример**
+
+Запрос:
+
+```sql
+SET output_format_pretty_row_numbers = 1;
+SELECT TOP 3 name, value FROM system.settings;
+```
+
+Результат:
+
+```text
+   ┌─name────────────────────┬─value───┐
+1. │ min_compress_block_size │ 65536   │
+2. │ max_compress_block_size │ 1048576 │
+3. │ max_block_size          │ 65505   │
+   └─────────────────────────┴─────────┘
+```
+
+## allow_experimental_bigint_types {#allow_experimental_bigint_types}
+
+Включает или отключает поддержку целочисленных значений, превышающих максимальное значение, допустимое для типа `int`.
+
+Возможные значения:
+
+-   1 — большие целочисленные значения поддерживаются.
+-   0 — большие целочисленные значения не поддерживаются.
+
+Значение по умолчанию: `0`.
+
+
 ## lock_acquire_timeout {#lock_acquire_timeout}
 
 Устанавливает, сколько секунд сервер ожидает возможности выполнить блокировку таблицы.
diff --git a/docs/ru/operations/system-tables/asynchronous_metric_log.md b/docs/ru/operations/system-tables/asynchronous_metric_log.md
index 719e965ebe4..2fe617e48af 100644
--- a/docs/ru/operations/system-tables/asynchronous_metric_log.md
+++ b/docs/ru/operations/system-tables/asynchronous_metric_log.md
@@ -5,6 +5,7 @@
 Столбцы:
 -   `event_date` ([Date](../../sql-reference/data-types/date.md)) — дата события.
 -   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время события.
+-   `event_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — время события в микросекундах.
 -   `name` ([String](../../sql-reference/data-types/string.md)) — название метрики.
 -   `value` ([Float64](../../sql-reference/data-types/float.md)) — значение метрики.
 
diff --git a/docs/ru/operations/system-tables/columns.md b/docs/ru/operations/system-tables/columns.md
index b476d6907f8..8cb9408e7d8 100644
--- a/docs/ru/operations/system-tables/columns.md
+++ b/docs/ru/operations/system-tables/columns.md
@@ -6,19 +6,21 @@
 
 Таблица `system.columns` содержит столбцы (тип столбца указан в скобках):
 
--   `database` (String) — имя базы данных.
--   `table` (String) — имя таблицы.
--   `name` (String) — имя столбца.
--   `type` (String) — тип столбца.
--   `default_kind` (String) — тип выражения (`DEFAULT`, `MATERIALIZED`, `ALIAS`) значения по умолчанию, или пустая строка.
--   `default_expression` (String) — выражение для значения по умолчанию или пустая строка.
--   `data_compressed_bytes` (UInt64) — размер сжатых данных в байтах.
--   `data_uncompressed_bytes` (UInt64) — размер распакованных данных в байтах.
--   `marks_bytes` (UInt64) — размер засечек в байтах.
--   `comment` (String) — комментарий к столбцу или пустая строка.
--   `is_in_partition_key` (UInt8) — флаг, показывающий включение столбца в ключ партиционирования.
--   `is_in_sorting_key` (UInt8) — флаг, показывающий включение столбца в ключ сортировки.
--   `is_in_primary_key` (UInt8) — флаг, показывающий включение столбца в первичный ключ.
--   `is_in_sampling_key` (UInt8) — флаг, показывающий включение столбца в ключ выборки.
+-   `database` ([String](../../sql-reference/data-types/string.md)) — имя базы данных.
+-   `table` ([String](../../sql-reference/data-types/string.md)) — имя таблицы.
+-   `name` ([String](../../sql-reference/data-types/string.md)) — имя столбца.
+-   `type` ([String](../../sql-reference/data-types/string.md)) — тип столбца.
+-   `position` ([UInt64](../../sql-reference/data-types/int-uint.md)) — порядковый номер столбца в таблице (нумерация начинается с 1).
+-   `default_kind` ([String](../../sql-reference/data-types/string.md)) — тип выражения (`DEFAULT`, `MATERIALIZED`, `ALIAS`) для значения по умолчанию или пустая строка.
+-   `default_expression` ([String](../../sql-reference/data-types/string.md)) — выражение для значения по умолчанию или пустая строка.
+-   `data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — размер сжатых данных в байтах.
+-   `data_uncompressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — размер распакованных данных в байтах.
+-   `marks_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — размер засечек в байтах.
+-   `comment` ([String](../../sql-reference/data-types/string.md)) — комментарий к столбцу или пустая строка.
+-   `is_in_partition_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, показывающий включение столбца в ключ партиционирования.
+-   `is_in_sorting_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, показывающий включение столбца в ключ сортировки.
+-   `is_in_primary_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, показывающий включение столбца в первичный ключ.
+-   `is_in_sampling_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, показывающий включение столбца в ключ выборки.
+-   `compression_codec` ([String](../../sql-reference/data-types/string.md)) — имя кодека сжатия.
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/columns) <!--hide-->
diff --git a/docs/ru/operations/system-tables/crash-log.md b/docs/ru/operations/system-tables/crash-log.md
new file mode 100644
index 00000000000..d2b3ae5c6f5
--- /dev/null
+++ b/docs/ru/operations/system-tables/crash-log.md
@@ -0,0 +1,48 @@
+# system.crash_log {#system-tables_crash_log}
+
+Содержит информацию о трассировках стека для фатальных ошибок. Таблица не содержится в базе данных по умолчанию, а создается только при возникновении фатальных ошибок.
+
+Колонки:
+
+-   `event_date` ([Datetime](../../sql-reference/data-types/datetime.md)) — Дата события.
+-   `event_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Время события.
+-   `timestamp_ns` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Время события с наносекундами.
+-   `signal` ([Int32](../../sql-reference/data-types/int-uint.md)) — Номер сигнала, пришедшего в поток.
+-   `thread_id` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Идентификатор треда.
+-   `query_id` ([String](../../sql-reference/data-types/string.md)) — Идентификатор запроса.
+-   `trace` ([Array](../../sql-reference/data-types/array.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Трассировка стека в момент ошибки. Представляет собой список физических адресов, по которым расположены вызываемые методы.
+-   `trace_full` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) — Трассировка стека в момент ошибки. Содержит вызываемые методы.
+-   `version` ([String](../../sql-reference/data-types/string.md)) — Версия сервера ClickHouse.
+-   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Ревизия сборки сервера ClickHouse.
+-   `build_id` ([String](../../sql-reference/data-types/string.md)) — BuildID, сгенерированный компилятором.
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT * FROM system.crash_log ORDER BY event_time DESC LIMIT 1;
+```
+
+Результат (приведён не полностью):
+
+``` text
+Row 1:
+──────
+event_date:   2020-10-14
+event_time:   2020-10-14 15:47:40
+timestamp_ns: 1602679660271312710
+signal:       11
+thread_id:    23624
+query_id:     428aab7c-8f5c-44e9-9607-d16b44467e69
+trace:        [188531193,...]
+trace_full:   ['3. DB::(anonymous namespace)::FunctionFormatReadableTimeDelta::executeImpl(std::__1::vector<DB::ColumnWithTypeAndName, std::__1::allocator<DB::ColumnWithTypeAndName> >&, std::__1::vector<unsigned long, std::__1::allocator<unsigned long> > const&, unsigned long, unsigned long) const @ 0xb3cc1f9 in /home/username/work/ClickHouse/build/programs/clickhouse',...]
+version:      ClickHouse 20.11.1.1
+revision:     54442
+build_id:
+```
+
+**См. также**
+-   Системная таблица [trace_log](../../operations/system-tables/trace_log.md)
+
+[Original article](https://clickhouse.tech/docs/en/operations/system-tables/crash-log)
diff --git a/docs/ru/operations/system-tables/index.md b/docs/ru/operations/system-tables/index.md
index 6fa989d3d0d..93ea1c92068 100644
--- a/docs/ru/operations/system-tables/index.md
+++ b/docs/ru/operations/system-tables/index.md
@@ -1,6 +1,6 @@
 ---
 toc_priority: 52
-toc_title: Системные таблицы
+toc_title: "\u0421\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0435\u0020\u0442\u0430\u0431\u043b\u0438\u0446\u044b"
 ---
 
 # Системные таблицы {#system-tables}
diff --git a/docs/ru/operations/system-tables/metric_log.md b/docs/ru/operations/system-tables/metric_log.md
index 32ebe91dd91..ad25e8d5cfd 100644
--- a/docs/ru/operations/system-tables/metric_log.md
+++ b/docs/ru/operations/system-tables/metric_log.md
@@ -1,6 +1,7 @@
 # system.metric_log {#system_tables-metric_log}
 
 Содержит историю значений метрик из таблиц `system.metrics` и `system.events`, периодически сбрасываемую на диск.
+
 Для включения сбора истории метрик в таблице `system.metric_log` создайте `/etc/clickhouse-server/config.d/metric_log.xml` следующего содержания:
 
 ``` xml
@@ -14,6 +15,11 @@
 </yandex>
 ```
 
+Столбцы:
+-   `event_date` ([Date](../../sql-reference/data-types/date.md)) — дата события.
+-   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время события.
+-   `event_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — время события в микросекундах.
+
 **Пример**
 
 ``` sql
diff --git a/docs/ru/operations/system-tables/parts_columns.md b/docs/ru/operations/system-tables/parts_columns.md
new file mode 100644
index 00000000000..db4d453e8f1
--- /dev/null
+++ b/docs/ru/operations/system-tables/parts_columns.md
@@ -0,0 +1,148 @@
+# system.parts_columns {#system_tables-parts_columns}
+
+Содержит информацию о кусках данных и столбцах таблиц семейства [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md).
+
+Каждая строка описывает один кусок данных.
+
+Столбцы:
+
+-   `partition` ([String](../../sql-reference/data-types/string.md)) — имя партиции. Что такое партиция вы можете узнать из описания запроса [ALTER](../../sql-reference/statements/alter/index.md#query_language_queries_alter).
+
+    Форматы:
+
+    -   `YYYYMM` для автоматической схемы партиционирования по месяцам.
+    -   `any_string` при партиционировании вручную.
+
+-   `name` ([String](../../sql-reference/data-types/string.md)) — имя куска данных.
+
+-   `part_type` ([String](../../sql-reference/data-types/string.md)) — формат хранения данных.
+
+    Возможные значения:
+
+    -   `Wide` — каждая колонка хранится в отдельном файле. 
+    -   `Compact` — все колонки хранятся в одном файле. 
+
+    Формат хранения данных определяется настройками `min_bytes_for_wide_part` и `min_rows_for_wide_part` таблицы [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md). 
+
+-   `active` ([UInt8](../../sql-reference/data-types/int-uint.md)) — признак активности. Если кусок данных активен, то он используется таблицей, в противном случае он будет удален. Неактивные куски остаются после слияний.
+
+-   `marks` ([UInt64](../../sql-reference/data-types/int-uint.md)) — количество засечек. Чтобы получить примерное количество строк в куске данных, умножьте `marks` на гранулированность индекса (обычно 8192).
+
+-   `rows` ([UInt64](../../sql-reference/data-types/int-uint.md)) — количество строк.
+
+-   `bytes_on_disk` ([UInt64](../../sql-reference/data-types/int-uint.md)) — общий размер всех файлов кусков данных в байтах.
+
+-   `data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — общий размер сжатой информации в куске данных. Размер всех дополнительных файлов (например, файлов с засечками) не учитывается.
+
+-   `data_uncompressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — общий размер распакованной информации в куске данных. Размер всех дополнительных файлов (например, файлов с засечками) не учитывается.
+
+-   `marks_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — размер файла с засечками.
+
+-   `modification_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время модификации директории с куском данных. Обычно соответствует времени создания куска.
+
+-   `remove_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время, когда кусок данных стал неактивным.
+
+-   `refcount` ([UInt32](../../sql-reference/data-types/int-uint.md)) — количество мест, в котором кусок данных используется. Значение больше 2 говорит о том, что кусок участвует в запросах или в слияниях.
+
+-   `min_date` ([Date](../../sql-reference/data-types/date.md)) — минимальное значение ключа даты в куске данных.
+
+-   `max_date` ([Date](../../sql-reference/data-types/date.md)) — максимальное значение ключа даты в куске данных.
+
+-   `partition_id` ([String](../../sql-reference/data-types/string.md)) — ID партиции.
+
+-   `min_block_number` ([UInt64](../../sql-reference/data-types/int-uint.md)) — минимальное число кусков данных, из которых состоит текущий после слияния.
+
+-   `max_block_number` ([UInt64](../../sql-reference/data-types/int-uint.md)) — максимальное число кусков данных, из которых состоит текущий после слияния.
+
+-   `level` ([UInt32](../../sql-reference/data-types/int-uint.md)) — глубина дерева слияний. Если слияний не было, то `level=0`.
+
+-   `data_version` ([UInt64](../../sql-reference/data-types/int-uint.md)) — число, которое используется для определения того, какие мутации необходимо применить к куску данных (мутации с версией большей, чем `data_version`).
+
+-   `primary_key_bytes_in_memory` ([UInt64](../../sql-reference/data-types/int-uint.md)) — объём памяти в байтах, занимаемой значениями первичных ключей.
+
+-   `primary_key_bytes_in_memory_allocated` ([UInt64](../../sql-reference/data-types/int-uint.md)) — объём памяти в байтах, выделенный для размещения первичных ключей.
+
+-   `database` ([String](../../sql-reference/data-types/string.md)) — имя базы данных.
+
+-   `table` ([String](../../sql-reference/data-types/string.md)) — имя таблицы.
+
+-   `engine` ([String](../../sql-reference/data-types/string.md)) — имя движка таблицы, без параметров.
+
+-   `disk_name` ([String](../../sql-reference/data-types/string.md)) — имя диска, на котором находится кусок данных.
+
+-   `path` ([String](../../sql-reference/data-types/string.md)) — абсолютный путь к папке с файлами кусков данных.
+
+-   `column` ([String](../../sql-reference/data-types/string.md)) — имя столбца.
+
+-   `type` ([String](../../sql-reference/data-types/string.md)) — тип столбца.
+
+-   `column_position` ([UInt64](../../sql-reference/data-types/int-uint.md)) — порядковый номер столбца (нумерация начинается с 1).
+
+-   `default_kind` ([String](../../sql-reference/data-types/string.md)) — тип выражения (`DEFAULT`, `MATERIALIZED`, `ALIAS`) для значения по умолчанию или пустая строка.
+
+-   `default_expression` ([String](../../sql-reference/data-types/string.md)) — выражение для значения по умолчанию или пустая строка.
+
+-   `column_bytes_on_disk` ([UInt64](../../sql-reference/data-types/int-uint.md)) — общий размер столбца в байтах.
+
+-   `column_data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — общий размер сжатой информации в столбце в байтах.
+
+-   `column_data_uncompressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — общий размер распакованной информации в столбце в байтах.
+
+-   `column_marks_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — размер столбца с засечками в байтах.
+
+-   `bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — алиас для `bytes_on_disk`.
+
+-   `marks_size` ([UInt64](../../sql-reference/data-types/int-uint.md)) — алиас для `marks_bytes`.
+
+**Пример**
+
+``` sql
+SELECT * FROM system.parts_columns LIMIT 1 FORMAT Vertical;
+```
+
+``` text
+Row 1:
+──────
+partition:                             tuple()
+name:                                  all_1_2_1
+part_type:                             Wide
+active:                                1
+marks:                                 2
+rows:                                  2
+bytes_on_disk:                         155
+data_compressed_bytes:                 56
+data_uncompressed_bytes:               4
+marks_bytes:                           96
+modification_time:                     2020-09-23 10:13:36
+remove_time:                           2106-02-07 06:28:15
+refcount:                              1
+min_date:                              1970-01-01
+max_date:                              1970-01-01
+partition_id:                          all
+min_block_number:                      1
+max_block_number:                      2
+level:                                 1
+data_version:                          1
+primary_key_bytes_in_memory:           2
+primary_key_bytes_in_memory_allocated: 64
+database:                              default
+table:                                 53r93yleapyears
+engine:                                MergeTree
+disk_name:                             default
+path:                                  /var/lib/clickhouse/data/default/53r93yleapyears/all_1_2_1/
+column:                                id
+type:                                  Int8
+column_position:                       1
+default_kind:
+default_expression:
+column_bytes_on_disk:                  76
+column_data_compressed_bytes:          28
+column_data_uncompressed_bytes:        2
+column_marks_bytes:                    48
+```
+
+**Смотрите также**
+
+-   [Движок MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)
+
+[Оригинальная статья](https://clickhouse.tech/docs/en/operations/system_tables/parts_columns) <!--hide-->
diff --git a/docs/ru/operations/system-tables/query_log.md b/docs/ru/operations/system-tables/query_log.md
index 340e77d85da..39f685288d8 100644
--- a/docs/ru/operations/system-tables/query_log.md
+++ b/docs/ru/operations/system-tables/query_log.md
@@ -33,10 +33,12 @@ ClickHouse не удаляет данные из таблица автомати
     -   `'ExceptionWhileProcessing' = 4` — исключение во время обработки запроса.
 -   `event_date` ([Date](../../sql-reference/data-types/date.md)) — дата начала запроса.
 -   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время начала запроса.
+-   `event_time_microseconds` ([DateTime](../../sql-reference/data-types/datetime.md)) — время начала запроса с точностью до микросекунд.
 -   `query_start_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время начала обработки запроса.
+-   `query_start_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — время начала обработки запроса с точностью до микросекунд.
 -   `query_duration_ms` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — длительность выполнения запроса в миллисекундах.
--   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Общее количество строк, считанных из всех таблиц и табличных функций, участвующих в запросе. Включает в себя обычные подзапросы, подзапросы для `IN` и `JOIN`. Для распределенных запросов `read_rows` включает в себя общее количество строк, прочитанных на всех репликах. Каждая реплика передает собственное значение `read_rows`, а сервер-инициатор запроса суммирует все полученные и локальные значения. Объемы кэша не учитываюся.
--   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Общее количество байтов, считанных из всех таблиц и табличных функций, участвующих в запросе. Включает в себя обычные подзапросы, подзапросы для `IN` и `JOIN`. Для распределенных запросов `read_bytes` включает в себя общее количество байтов, прочитанных на всех репликах. Каждая реплика передает собственное значение `read_bytes`, а сервер-инициатор запроса суммирует все полученные и локальные значения. Объемы кэша не учитываюся.
+-   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — общее количество строк, считанных из всех таблиц и табличных функций, участвующих в запросе. Включает в себя обычные подзапросы, подзапросы для `IN` и `JOIN`. Для распределенных запросов `read_rows` включает в себя общее количество строк, прочитанных на всех репликах. Каждая реплика передает собственное значение `read_rows`, а сервер-инициатор запроса суммирует все полученные и локальные значения. Объемы кэша не учитываюся.
+-   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — общее количество байтов, считанных из всех таблиц и табличных функций, участвующих в запросе. Включает в себя обычные подзапросы, подзапросы для `IN` и `JOIN`. Для распределенных запросов `read_bytes` включает в себя общее количество байтов, прочитанных на всех репликах. Каждая реплика передает собственное значение `read_bytes`, а сервер-инициатор запроса суммирует все полученные и локальные значения. Объемы кэша не учитываюся.
 -   `written_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — количество записанных строк для запросов `INSERT`. Для других запросов, значение столбца 0.
 -   `written_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — объём записанных данных в байтах для запросов `INSERT`. Для других запросов, значение столбца 0.
 -   `result_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — количество строк в результате запроса `SELECT` или количество строк в запросе `INSERT`.
@@ -75,64 +77,67 @@ ClickHouse не удаляет данные из таблица автомати
 -   `quota_key` ([String](../../sql-reference/data-types/string.md)) — «ключ квоты» из настроек [квот](quotas.md) (см. `keyed`).
 -   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ревизия ClickHouse.
 -   `thread_numbers` ([Array(UInt32)](../../sql-reference/data-types/array.md)) — количество потоков, участвующих в обработке запросов.
--   `ProfileEvents.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — Счетчики для изменения различных метрик. Описание метрик можно получить из таблицы [system.events](#system_tables-events)(#system_tables-events
+-   `ProfileEvents.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — счетчики для изменения различных метрик. Описание метрик можно получить из таблицы [system.events](#system_tables-events)(#system_tables-events
 -   `ProfileEvents.Values` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — метрики, перечисленные в столбце `ProfileEvents.Names`.
 -   `Settings.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — имена настроек, которые меняются, когда клиент выполняет запрос. Чтобы разрешить логирование изменений настроек, установите параметр `log_query_settings` равным 1.
--   `Settings.Values` ([Array(String)](../../sql-reference/data-types/array.md)) — Значения настроек, которые перечислены в столбце `Settings.Names`.
+-   `Settings.Values` ([Array(String)](../../sql-reference/data-types/array.md)) — значения настроек, которые перечислены в столбце `Settings.Names`.
 
 **Пример**
 
 ``` sql
-SELECT * FROM system.query_log LIMIT 1 FORMAT Vertical;
+SELECT * FROM system.query_log LIMIT 1 \G
 ```
 
 ``` text
 Row 1:
 ──────
-type:                 QueryStart
-event_date:           2020-05-13
-event_time:           2020-05-13 14:02:28
-query_start_time:     2020-05-13 14:02:28
-query_duration_ms:    0
-read_rows:            0
-read_bytes:           0
-written_rows:         0
-written_bytes:        0
-result_rows:          0
-result_bytes:         0
-memory_usage:         0
-query:                SELECT 1
-exception_code:       0
-exception:
-stack_trace:
-is_initial_query:     1
-user:                 default
-query_id:             5e834082-6f6d-4e34-b47b-cd1934f4002a
-address:              ::ffff:127.0.0.1
-port:                 57720
-initial_user:         default
-initial_query_id:     5e834082-6f6d-4e34-b47b-cd1934f4002a
-initial_address:      ::ffff:127.0.0.1
-initial_port:         57720
-interface:            1
-os_user:              bayonet
-client_hostname:      clickhouse.ru-central1.internal
-client_name:          ClickHouse client
-client_revision:      54434
-client_version_major: 20
-client_version_minor: 4
-client_version_patch: 1
-http_method:          0
-http_user_agent:
-quota_key:
-revision:             54434
-thread_ids:           []
-ProfileEvents.Names:  []
-ProfileEvents.Values: []
-Settings.Names:       ['use_uncompressed_cache','load_balancing','log_queries','max_memory_usage']
-Settings.Values:      ['0','random','1','10000000000']
-
+type:                          QueryStart
+event_date:                    2020-09-11
+event_time:                    2020-09-11 10:08:17
+event_time_microseconds:       2020-09-11 10:08:17.063321
+query_start_time:              2020-09-11 10:08:17
+query_start_time_microseconds: 2020-09-11 10:08:17.063321
+query_duration_ms:             0
+read_rows:                     0
+read_bytes:                    0
+written_rows:                  0
+written_bytes:                 0
+result_rows:                   0
+result_bytes:                  0
+memory_usage:                  0
+current_database:              default
+query:                         INSERT INTO test1 VALUES
+exception_code:                0
+exception:                     
+stack_trace:                   
+is_initial_query:              1
+user:                          default
+query_id:                      50a320fd-85a8-49b8-8761-98a86bcbacef
+address:                       ::ffff:127.0.0.1
+port:                          33452
+initial_user:                  default
+initial_query_id:              50a320fd-85a8-49b8-8761-98a86bcbacef
+initial_address:               ::ffff:127.0.0.1
+initial_port:                  33452
+interface:                     1
+os_user:                       bharatnc
+client_hostname:               tower
+client_name:                   ClickHouse 
+client_revision:               54437
+client_version_major:          20
+client_version_minor:          7
+client_version_patch:          2
+http_method:                   0
+http_user_agent:               
+quota_key:                     
+revision:                      54440
+thread_ids:                    []
+ProfileEvents.Names:           []
+ProfileEvents.Values:          []
+Settings.Names:                ['use_uncompressed_cache','load_balancing','log_queries','max_memory_usage','allow_introspection_functions']
+Settings.Values:               ['0','random','1','10000000000','1']
 ```
+
 **Смотрите также**
 
 -   [system.query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — в этой таблице содержится информация о цепочке каждого выполненного запроса.
diff --git a/docs/ru/operations/system-tables/query_thread_log.md b/docs/ru/operations/system-tables/query_thread_log.md
index acee3063323..052baf98035 100644
--- a/docs/ru/operations/system-tables/query_thread_log.md
+++ b/docs/ru/operations/system-tables/query_thread_log.md
@@ -15,7 +15,9 @@ ClickHouse не удаляет данные из таблицы автомати
 
 -   `event_date` ([Date](../../sql-reference/data-types/date.md)) — дата завершения выполнения запроса потоком.
 -   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время завершения выполнения запроса потоком.
+-   `event_time_microseconds` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время завершения выполнения запроса потоком с точностью до микросекунд.
 -   `query_start_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время начала обработки запроса.
+-   `query_start_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — время начала обработки запроса с точностью до микросекунд.
 -   `query_duration_ms` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — длительность обработки запроса в миллисекундах.
 -   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — количество прочитанных строк.
 -   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — количество прочитанных байтов.
@@ -23,7 +25,7 @@ ClickHouse не удаляет данные из таблицы автомати
 -   `written_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — объём записанных данных в байтах для запросов `INSERT`. Для других запросов, значение столбца 0.
 -   `memory_usage` ([Int64](../../sql-reference/data-types/int-uint.md)) — разница между выделенной и освобождённой памятью в контексте потока.
 -   `peak_memory_usage` ([Int64](../../sql-reference/data-types/int-uint.md)) — максимальная разница между выделенной и освобождённой памятью в контексте потока.
--   `thread_name` ([String](../../sql-reference/data-types/string.md)) — Имя потока.
+-   `thread_name` ([String](../../sql-reference/data-types/string.md)) — имя потока.
 -   `thread_id` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — tid (ID потока операционной системы).
 -   `master_thread_id` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — tid (ID потока операционной системы) главного потока.
 -   `query` ([String](../../sql-reference/data-types/string.md)) — текст запроса.
@@ -55,56 +57,57 @@ ClickHouse не удаляет данные из таблицы автомати
 -   `http_user_agent` ([String](../../sql-reference/data-types/string.md)) — HTTP заголовок `UserAgent`.
 -   `quota_key` ([String](../../sql-reference/data-types/string.md)) — «ключ квоты» из настроек [квот](quotas.md) (см. `keyed`).
 -   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ревизия ClickHouse.
--   `ProfileEvents.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — Счетчики для изменения различных метрик для данного потока. Описание метрик можно получить из таблицы [system.events](#system_tables-events).
+-   `ProfileEvents.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — счетчики для изменения различных метрик для данного потока. Описание метрик можно получить из таблицы [system.events](#system_tables-events).
 -   `ProfileEvents.Values` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — метрики для данного потока, перечисленные в столбце `ProfileEvents.Names`.
 
 **Пример**
 
 ``` sql
- SELECT * FROM system.query_thread_log LIMIT 1 FORMAT Vertical
+ SELECT * FROM system.query_thread_log LIMIT 1 \G
 ```
 
 ``` text
 Row 1:
 ──────
-event_date:           2020-05-13
-event_time:           2020-05-13 14:02:28
-query_start_time:     2020-05-13 14:02:28
-query_duration_ms:    0
-read_rows:            1
-read_bytes:           1
-written_rows:         0
-written_bytes:        0
-memory_usage:         0
-peak_memory_usage:    0
-thread_name:          QueryPipelineEx
-thread_id:            28952
-master_thread_id:     28924
-query:                SELECT 1
-is_initial_query:     1
-user:                 default
-query_id:             5e834082-6f6d-4e34-b47b-cd1934f4002a
-address:              ::ffff:127.0.0.1
-port:                 57720
-initial_user:         default
-initial_query_id:     5e834082-6f6d-4e34-b47b-cd1934f4002a
-initial_address:      ::ffff:127.0.0.1
-initial_port:         57720
-interface:            1
-os_user:              bayonet
-client_hostname:      clickhouse.ru-central1.internal
-client_name:          ClickHouse client
-client_revision:      54434
-client_version_major: 20
-client_version_minor: 4
-client_version_patch: 1
-http_method:          0
-http_user_agent:
-quota_key:
-revision:             54434
-ProfileEvents.Names:  ['ContextLock','RealTimeMicroseconds','UserTimeMicroseconds','OSCPUWaitMicroseconds','OSCPUVirtualTimeMicroseconds']
-ProfileEvents.Values: [1,97,81,5,81]
-...
+event_date:                    2020-09-11
+event_time:                    2020-09-11 10:08:17
+event_time_microseconds:       2020-09-11 10:08:17.134042
+query_start_time:              2020-09-11 10:08:17
+query_start_time_microseconds: 2020-09-11 10:08:17.063150
+query_duration_ms:             70
+read_rows:                     0
+read_bytes:                    0
+written_rows:                  1
+written_bytes:                 12
+memory_usage:                  4300844
+peak_memory_usage:             4300844
+thread_name:                   TCPHandler
+thread_id:                     638133
+master_thread_id:              638133
+query:                         INSERT INTO test1 VALUES
+is_initial_query:              1
+user:                          default
+query_id:                      50a320fd-85a8-49b8-8761-98a86bcbacef
+address:                       ::ffff:127.0.0.1
+port:                          33452
+initial_user:                  default
+initial_query_id:              50a320fd-85a8-49b8-8761-98a86bcbacef
+initial_address:               ::ffff:127.0.0.1
+initial_port:                  33452
+interface:                     1
+os_user:                       bharatnc
+client_hostname:               tower
+client_name:                   ClickHouse 
+client_revision:               54437
+client_version_major:          20
+client_version_minor:          7
+client_version_patch:          2
+http_method:                   0
+http_user_agent:               
+quota_key:                     
+revision:                      54440
+ProfileEvents.Names:           ['Query','InsertQuery','FileOpen','WriteBufferFromFileDescriptorWrite','WriteBufferFromFileDescriptorWriteBytes','ReadCompressedBytes','CompressedReadBufferBlocks','CompressedReadBufferBytes','IOBufferAllocs','IOBufferAllocBytes','FunctionExecute','CreatedWriteBufferOrdinary','DiskWriteElapsedMicroseconds','NetworkReceiveElapsedMicroseconds','NetworkSendElapsedMicroseconds','InsertedRows','InsertedBytes','SelectedRows','SelectedBytes','MergeTreeDataWriterRows','MergeTreeDataWriterUncompressedBytes','MergeTreeDataWriterCompressedBytes','MergeTreeDataWriterBlocks','MergeTreeDataWriterBlocksAlreadySorted','ContextLock','RWLockAcquiredReadLocks','RealTimeMicroseconds','UserTimeMicroseconds','SoftPageFaults','OSCPUVirtualTimeMicroseconds','OSWriteBytes','OSReadChars','OSWriteChars']
+ProfileEvents.Values:          [1,1,11,11,591,148,3,71,29,6533808,1,11,72,18,47,1,12,1,12,1,12,189,1,1,10,2,70853,2748,49,2747,45056,422,1520]
 ```
 
 **Смотрите также**
diff --git a/docs/ru/operations/system-tables/replicas.md b/docs/ru/operations/system-tables/replicas.md
index bb2e6a550a0..8d4eb60c56a 100644
--- a/docs/ru/operations/system-tables/replicas.md
+++ b/docs/ru/operations/system-tables/replicas.md
@@ -53,9 +53,9 @@ active_replicas:            2
 -   `table` (`String`) - имя таблицы.
 -   `engine` (`String`) - имя движка таблицы.
 -   `is_leader` (`UInt8`) - является ли реплика лидером.
-    В один момент времени, не более одной из реплик является лидером. Лидер отвечает за выбор фоновых слияний, которые следует произвести.
+    Несколько реплик могут быть лидерами одновременно. Реплике можно запретить быть лидером с помощью `merge_tree` настройки `replicated_can_become_leader`. Лидеры назначают фоновые слияния, которые следует произвести.
     Замечу, что запись можно осуществлять на любую реплику (доступную и имеющую сессию в ZK), независимо от лидерства.
--   `can_become_leader` (`UInt8`) - может ли реплика быть выбрана лидером.
+-   `can_become_leader` (`UInt8`) - может ли реплика быть лидером.
 -   `is_readonly` (`UInt8`) - находится ли реплика в режиме «только для чтения»
     Этот режим включается, если в конфиге нет секции с ZK; если при переинициализации сессии в ZK произошла неизвестная ошибка; во время переинициализации сессии с ZK.
 -   `is_session_expired` (`UInt8`) - истекла ли сессия с ZK. В основном, то же самое, что и `is_readonly`.
diff --git a/docs/ru/operations/system-tables/text_log.md b/docs/ru/operations/system-tables/text_log.md
index 01e34c914e6..141c3680c07 100644
--- a/docs/ru/operations/system-tables/text_log.md
+++ b/docs/ru/operations/system-tables/text_log.md
@@ -4,12 +4,13 @@
 
 Столбцы:
 
--   `event_date` (Date) — Дата создания записи.
--   `event_time` (DateTime) — Время создания записи.
--   `microseconds` (UInt32) — Время создания записи в микросекундах.
--   `thread_name` (String) — Название потока, из которого была сделана запись.
--   `thread_id` (UInt64) — Идентификатор потока ОС.
--   `level` (Enum8) — Уровень логирования записи. Возможные значения:
+-   `event_date` (Date) — дата создания записи.
+-   `event_time` (DateTime) — время создания записи.
+-   `event_time_microseconds` (DateTime) — время создания записи с точностью до микросекунд.
+-   `microseconds` (UInt32) — время создания записи в микросекундах.
+-   `thread_name` (String) — название потока, из которого была сделана запись.
+-   `thread_id` (UInt64) — идентификатор потока ОС.
+-   `level` (Enum8) — уровень логирования записи. Возможные значения:
     -   `1` или `'Fatal'`.
     -   `2` или `'Critical'`.
     -   `3` или `'Error'`.
@@ -18,11 +19,35 @@
     -   `6` или `'Information'`.
     -   `7` или `'Debug'`.
     -   `8` или `'Trace'`.
--   `query_id` (String) — Идентификатор запроса.
--   `logger_name` (LowCardinality(String)) — Название логгера (`DDLWorker`).
--   `message` (String) — Само тело записи.
--   `revision` (UInt32) — Ревизия ClickHouse.
--   `source_file` (LowCardinality(String)) — Исходный файл, из которого была сделана запись.
--   `source_line` (UInt64) — Исходная строка, из которой была сделана запись.
+-   `query_id` (String) — идентификатор запроса.
+-   `logger_name` (LowCardinality(String)) — название логгера (`DDLWorker`).
+-   `message` (String) — само тело записи.
+-   `revision` (UInt32) — ревизия ClickHouse.
+-   `source_file` (LowCardinality(String)) — исходный файл, из которого была сделана запись.
+-   `source_line` (UInt64) — исходная строка, из которой была сделана запись.
+
+**Пример**
+
+``` sql
+SELECT * FROM system.text_log LIMIT 1 \G
+```
+
+``` text
+Row 1:
+──────
+event_date:              2020-09-10
+event_time:              2020-09-10 11:23:07
+event_time_microseconds: 2020-09-10 11:23:07.871397
+microseconds:            871397
+thread_name:             clickhouse-serv
+thread_id:               564917
+level:                   Information
+query_id:                
+logger_name:             DNSCacheUpdater
+message:                 Update period 15 seconds
+revision:                54440
+source_file:             /ClickHouse/src/Interpreters/DNSCacheUpdater.cpp; void DB::DNSCacheUpdater::start()
+source_line:             45
+```
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/text_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/trace_log.md b/docs/ru/operations/system-tables/trace_log.md
index 8bab8ff646c..3f0a16199d5 100644
--- a/docs/ru/operations/system-tables/trace_log.md
+++ b/docs/ru/operations/system-tables/trace_log.md
@@ -6,26 +6,28 @@ ClickHouse создает эту таблицу когда утсановлен
 
 Для анализа stack traces, используйте функции интроспекции `addressToLine`, `addressToSymbol` и `demangle`.
 
-Колонки:
+Столбцы:
 
--   `event_date`([Date](../../sql-reference/data-types/date.md)) — Дата в момент снятия экземпляра стэка адресов вызова.
+-   `event_date`([Date](../../sql-reference/data-types/date.md)) — дата в момент снятия экземпляра стэка адресов вызова.
 
--   `event_time`([DateTime](../../sql-reference/data-types/datetime.md)) — Дата и время в момент снятия экземпляра стэка адресов вызова.
+-   `event_time`([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время в момент снятия экземпляра стэка адресов вызова.
+
+-   `event_time_microseconds` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время в момент снятия экземпляра стэка адресов вызова с точностью до микросекунд.
 
 -   `revision`([UInt32](../../sql-reference/data-types/int-uint.md)) — ревизия сборки сервера ClickHouse.
 
         Во время соединения с сервером через `clickhouse-client`, вы видите строку похожую на `Connected to ClickHouse server version 19.18.1 revision 54429.`. Это поле содержит номер после `revision`, но не содержит строку после `version`.
 
--   `timer_type`([Enum8](../../sql-reference/data-types/enum.md)) — Тип таймера:
+-   `timer_type`([Enum8](../../sql-reference/data-types/enum.md)) — тип таймера:
 
         - `Real` означает wall-clock время.
         - `CPU` означает относительное CPU время.
 
--   `thread_number`([UInt32](../../sql-reference/data-types/int-uint.md)) — Идентификатор треда.
+-   `thread_number`([UInt32](../../sql-reference/data-types/int-uint.md)) — идентификатор треда.
 
--   `query_id`([String](../../sql-reference/data-types/string.md)) — Идентификатор запроса который может быть использован для получения деталей о запросе из таблицы [query_log](query_log.md#system_tables-query_log) system table.
+-   `query_id`([String](../../sql-reference/data-types/string.md)) — идентификатор запроса который может быть использован для получения деталей о запросе из таблицы [query_log](query_log.md#system_tables-query_log) system table.
 
--   `trace`([Array(UInt64)](../../sql-reference/data-types/array.md)) — Трассировка стека адресов вызова в момент семплирования. Каждый элемент массива это адрес виртуальной памяти внутри процесса сервера ClickHouse.
+-   `trace`([Array(UInt64)](../../sql-reference/data-types/array.md)) — трассировка стека адресов вызова в момент семплирования. Каждый элемент массива — это адрес виртуальной памяти внутри процесса сервера ClickHouse.
 
 **Пример**
 
@@ -36,13 +38,16 @@ SELECT * FROM system.trace_log LIMIT 1 \G
 ``` text
 Row 1:
 ──────
-event_date:    2019-11-15
-event_time:    2019-11-15 15:09:38
-revision:      54428
-timer_type:    Real
-thread_number: 48
-query_id:      acc4d61f-5bd1-4a3e-bc91-2180be37c915
-trace:         [94222141367858,94222152240175,94222152325351,94222152329944,94222152330796,94222151449980,94222144088167,94222151682763,94222144088167,94222151682763,94222144088167,94222144058283,94222144059248,94222091840750,94222091842302,94222091831228,94222189631488,140509950166747,140509942945935]
+event_date:              2020-09-10
+event_time:              2020-09-10 11:23:09
+event_time_microseconds: 2020-09-10 11:23:09.872924
+timestamp_ns:            1599762189872924510
+revision:                54440
+trace_type:              Memory
+thread_id:               564963
+query_id:                
+trace:                   [371912858,371912789,371798468,371799717,371801313,371790250,624462773,566365041,566440261,566445834,566460071,566459914,566459842,566459580,566459469,566459389,566459341,566455774,371993941,371988245,372158848,372187428,372187309,372187093,372185478,140222123165193,140222122205443]
+size:                    5244400
 ```
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/trace_log) <!--hide-->
diff --git a/docs/ru/operations/tips.md b/docs/ru/operations/tips.md
index f076fab1311..40035309c03 100644
--- a/docs/ru/operations/tips.md
+++ b/docs/ru/operations/tips.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 58
+toc_title: "\u0421\u043e\u0432\u0435\u0442\u044b\u0020\u043f\u043e\u0020\u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u0438"
+---
+
 # Советы по эксплуатации {#sovety-po-ekspluatatsii}
 
 ## CPU Scaling Governor {#cpu-scaling-governor}
diff --git a/docs/ru/operations/troubleshooting.md b/docs/ru/operations/troubleshooting.md
index cb86dfef5e8..3df2a1dd46c 100644
--- a/docs/ru/operations/troubleshooting.md
+++ b/docs/ru/operations/troubleshooting.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 46
+toc_title: "\u0423\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0435\u0020\u043d\u0435\u0438\u0441\u043f\u0440\u0430\u0432\u043d\u043e\u0441\u0442\u0435\u0439"
+---
+
 # Устранение неисправностей {#ustranenie-neispravnostei}
 
 -   [Установка дистрибутива](#troubleshooting-installation-errors)
diff --git a/docs/ru/operations/update.md b/docs/ru/operations/update.md
index f1998864f40..c74b28b3fd7 100644
--- a/docs/ru/operations/update.md
+++ b/docs/ru/operations/update.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 47
+toc_title: "\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435\u0020\u0043\u006c\u0069\u0063\u006b\u0048\u006f\u0075\u0073\u0065"
+---
+
 # Обновление ClickHouse {#obnovlenie-clickhouse}
 
 Если ClickHouse установлен с помощью deb-пакетов, выполните следующие команды на сервере:
diff --git a/docs/ru/operations/utilities/clickhouse-copier.md b/docs/ru/operations/utilities/clickhouse-copier.md
index b43f5ccaf7a..64e3c1eee12 100644
--- a/docs/ru/operations/utilities/clickhouse-copier.md
+++ b/docs/ru/operations/utilities/clickhouse-copier.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 59
+toc_title: clickhouse-copier
+---
+
 # clickhouse-copier {#clickhouse-copier}
 
 Копирует данные из таблиц одного кластера в таблицы другого (или этого же) кластера.
diff --git a/docs/ru/operations/utilities/clickhouse-local.md b/docs/ru/operations/utilities/clickhouse-local.md
index 7dfa9587686..2b5c9b119e2 100644
--- a/docs/ru/operations/utilities/clickhouse-local.md
+++ b/docs/ru/operations/utilities/clickhouse-local.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 60
+toc_title: clickhouse-local
+---
+
 # clickhouse-local {#clickhouse-local}
 
 Принимает на вход данные, которые можно представить в табличном виде и выполняет над ними операции, заданные на [языке запросов](../../operations/utilities/clickhouse-local.md) ClickHouse.
@@ -9,6 +14,8 @@
 !!! warning "Warning"
     Мы не рекомендуем подключать серверную конфигурацию к `clickhouse-local`, поскольку данные можно легко повредить неосторожными действиями.
 
+Для временных данных по умолчанию создается специальный каталог. Если вы хотите обойти это действие, каталог данных можно указать с помощью опции `-- --path`.
+
 ## Вызов программы {#vyzov-programmy}
 
 Основной формат вызова:
@@ -34,25 +41,51 @@ $ clickhouse-local --structure "table_structure" --input-format "format_of_incom
 ## Примеры вызова {#primery-vyzova}
 
 ``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -S "a Int64, b Int64" -if "CSV" -q "SELECT * FROM table"
+$ echo -e "1,2\n3,4" | clickhouse-local --structure "a Int64, b Int64" \
+    --input-format "CSV" --query "SELECT * FROM table"
 Read 2 rows, 32.00 B in 0.000 sec., 5182 rows/sec., 80.97 KiB/sec.
-1 2
-3 4
+1   2
+3   4
 ```
 
 Вызов выше эквивалентен следующему:
 
 ``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -q "CREATE TABLE table (a Int64, b Int64) ENGINE = File(CSV, stdin); SELECT a, b FROM table; DROP TABLE table"
+$ echo -e "1,2\n3,4" | clickhouse-local --query "
+    CREATE TABLE table (a Int64, b Int64) ENGINE = File(CSV, stdin);
+    SELECT a, b FROM table;
+    DROP TABLE table"
 Read 2 rows, 32.00 B in 0.000 sec., 4987 rows/sec., 77.93 KiB/sec.
-1 2
-3 4
+1   2
+3   4
+```
+
+
+Необязательно использовать ключи `stdin` или `--file`. Вы можете открывать любое количество файлов с помощью [табличной функции `file`](../../sql-reference/table-functions/file.md):
+
+``` bash
+$ echo 1 | tee 1.tsv
+1
+
+$ echo 2 | tee 2.tsv
+2
+
+$ clickhouse-local --query "
+    select * from file('1.tsv', TSV, 'a int') t1
+    cross join file('2.tsv', TSV, 'b int') t2"
+1	2
 ```
 
 А теперь давайте выведем на экран объём оперативной памяти, занимаемой пользователями (Unix):
 
 ``` bash
-$ ps aux | tail -n +2 | awk '{ printf("%s\t%s\n", $1, $4) }' | clickhouse-local -S "user String, mem Float64" -q "SELECT user, round(sum(mem), 2) as memTotal FROM table GROUP BY user ORDER BY memTotal DESC FORMAT Pretty"
+$ ps aux | tail -n +2 | awk '{ printf("%s\t%s\n", $1, $4) }' \
+    | clickhouse-local --structure "user String, mem Float64" \
+        --query "SELECT user, round(sum(mem), 2) as memTotal
+            FROM table GROUP BY user ORDER BY memTotal DESC FORMAT Pretty"
+```
+
+``` text
 Read 186 rows, 4.15 KiB in 0.035 sec., 5302 rows/sec., 118.34 KiB/sec.
 ┏━━━━━━━━━━┳━━━━━━━━━━┓
 ┃ user     ┃ memTotal ┃
diff --git a/docs/ru/operations/utilities/index.md b/docs/ru/operations/utilities/index.md
index 91ee649ee3a..5b55ebd798d 100644
--- a/docs/ru/operations/utilities/index.md
+++ b/docs/ru/operations/utilities/index.md
@@ -1,3 +1,9 @@
+---
+toc_folder_title: "\u0423\u0442\u0438\u043b\u0438\u0442\u044b"
+toc_priority: 56
+toc_title: "\u041e\u0431\u0437\u043e\u0440"
+---
+
 # Утилиты ClickHouse {#utility-clickhouse}
 
 -   [clickhouse-local](clickhouse-local.md)
diff --git a/docs/ru/sql-reference/aggregate-functions/combinators.md b/docs/ru/sql-reference/aggregate-functions/combinators.md
index ca65f6ac615..ef014906423 100644
--- a/docs/ru/sql-reference/aggregate-functions/combinators.md
+++ b/docs/ru/sql-reference/aggregate-functions/combinators.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 37
+toc_title: "\u041a\u043e\u043c\u0431\u0438\u043d\u0430\u0442\u043e\u0440\u044b\u0020\u0430\u0433\u0440\u0435\u0433\u0430\u0442\u043d\u044b\u0445\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0439"
+---
+
+
 # Комбинаторы агрегатных функций {#aggregate_functions_combinators}
 
 К имени агрегатной функции может быть приписан некоторый суффикс. При этом, работа агрегатной функции некоторым образом модифицируется.
diff --git a/docs/ru/sql-reference/aggregate-functions/parametric-functions.md b/docs/ru/sql-reference/aggregate-functions/parametric-functions.md
index 7cc0bdef581..f20acaa45c3 100644
--- a/docs/ru/sql-reference/aggregate-functions/parametric-functions.md
+++ b/docs/ru/sql-reference/aggregate-functions/parametric-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 38
+toc_title: "\u041f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0435\u0020\u0430\u0433\u0440\u0435\u0433\u0430\u0442\u043d\u044b\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Параметрические агрегатные функции {#aggregate_functions_parametric}
 
 Некоторые агрегатные функции могут принимать не только столбцы-аргументы (по которым производится свёртка), но и набор параметров - констант для инициализации. Синтаксис - две пары круглых скобок вместо одной. Первая - для параметров, вторая - для аргументов.
diff --git a/docs/ru/sql-reference/data-types/boolean.md b/docs/ru/sql-reference/data-types/boolean.md
index f868ebf6d14..bb0cd50c739 100644
--- a/docs/ru/sql-reference/data-types/boolean.md
+++ b/docs/ru/sql-reference/data-types/boolean.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 43
+toc_title: "\u0411\u0443\u043b\u0435\u0432\u044b\u0020\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f"
+---
+
 # Булевы значения {#bulevy-znacheniia}
 
 Отдельного типа для булевых значений нет. Для них используется тип UInt8, в котором используются только значения 0 и 1.
diff --git a/docs/ru/sql-reference/data-types/date.md b/docs/ru/sql-reference/data-types/date.md
index 97f58ec30f6..9bcae2c1d72 100644
--- a/docs/ru/sql-reference/data-types/date.md
+++ b/docs/ru/sql-reference/data-types/date.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 47
+toc_title: Date
+---
+
 # Date {#data-type-date}
 
 Дата. Хранится в двух байтах в виде (беззнакового) числа дней, прошедших от 1970-01-01. Позволяет хранить значения от чуть больше, чем начала unix-эпохи до верхнего порога, определяющегося константой на этапе компиляции (сейчас - до 2106 года, последний полностью поддерживаемый год - 2105).
diff --git a/docs/ru/sql-reference/data-types/datetime.md b/docs/ru/sql-reference/data-types/datetime.md
index d60e81c74d5..87c5da68f35 100644
--- a/docs/ru/sql-reference/data-types/datetime.md
+++ b/docs/ru/sql-reference/data-types/datetime.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 48
+toc_title: DateTime
+---
+
 # DateTime {#data_type-datetime}
 
 Позволяет хранить момент времени, который может быть представлен как календарная дата и время.
diff --git a/docs/ru/sql-reference/data-types/datetime64.md b/docs/ru/sql-reference/data-types/datetime64.md
index bc9394276ee..0a602e44636 100644
--- a/docs/ru/sql-reference/data-types/datetime64.md
+++ b/docs/ru/sql-reference/data-types/datetime64.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 49
+toc_title: DateTime64
+---
+
 # DateTime64 {#data_type-datetime64}
 
 Позволяет хранить момент времени, который может быть представлен как календарная дата и время, с заданной суб-секундной точностью.
diff --git a/docs/ru/sql-reference/data-types/decimal.md b/docs/ru/sql-reference/data-types/decimal.md
index 29192cb8819..bdcd3c767b9 100644
--- a/docs/ru/sql-reference/data-types/decimal.md
+++ b/docs/ru/sql-reference/data-types/decimal.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 42
+toc_title: Decimal
+---
+
 # Decimal(P, S), Decimal32(S), Decimal64(S), Decimal128(S), Decimal256(S) {#decimalp-s-decimal32s-decimal64s-decimal128s}
 
 Знаковые дробные числа с сохранением точности операций сложения, умножения и вычитания. Для деления осуществляется отбрасывание (не округление) знаков, не попадающих в младший десятичный разряд.
diff --git a/docs/ru/sql-reference/data-types/domains/index.md b/docs/ru/sql-reference/data-types/domains/index.md
index fe5c7ab7349..4449469b1bc 100644
--- a/docs/ru/sql-reference/data-types/domains/index.md
+++ b/docs/ru/sql-reference/data-types/domains/index.md
@@ -1,6 +1,6 @@
 ---
-toc_folder_title: Домены
-toc_title_title: Обзор
+toc_folder_title: "\u0414\u043e\u043c\u0435\u043d\u044b"
+toc_title_title: "\u041e\u0431\u0437\u043e\u0440"
 toc_priority: 56
 ---
 
diff --git a/docs/ru/sql-reference/data-types/domains/ipv4.md b/docs/ru/sql-reference/data-types/domains/ipv4.md
index 68b67bcca60..57d6f12ab17 100644
--- a/docs/ru/sql-reference/data-types/domains/ipv4.md
+++ b/docs/ru/sql-reference/data-types/domains/ipv4.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 59
+toc_title: IPv4
+---
+
 ## IPv4 {#ipv4}
 
 `IPv4` — это домен, базирующийся на типе данных `UInt32` предназначенный для хранения адресов IPv4. Он обеспечивает компактное хранение данных с удобным для человека форматом ввода-вывода, и явно отображаемым типом данных в структуре таблицы.
diff --git a/docs/ru/sql-reference/data-types/domains/ipv6.md b/docs/ru/sql-reference/data-types/domains/ipv6.md
index c88ee74adea..04c5fd0d491 100644
--- a/docs/ru/sql-reference/data-types/domains/ipv6.md
+++ b/docs/ru/sql-reference/data-types/domains/ipv6.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 60
+toc_title: IPv6
+---
+
 ## IPv6 {#ipv6}
 
 `IPv6` — это домен, базирующийся на типе данных `FixedString(16)`, предназначенный для хранения адресов IPv6. Он обеспечивает компактное хранение данных с удобным для человека форматом ввода-вывода, и явно отображаемым типом данных в структуре таблицы.
diff --git a/docs/ru/sql-reference/data-types/enum.md b/docs/ru/sql-reference/data-types/enum.md
index 792c82f7410..b86d15c19a8 100644
--- a/docs/ru/sql-reference/data-types/enum.md
+++ b/docs/ru/sql-reference/data-types/enum.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 50
+toc_title: Enum
+---
+
 # Enum {#enum}
 
 Перечисляемый тип данных, содержащий именованные значения.
diff --git a/docs/ru/sql-reference/data-types/fixedstring.md b/docs/ru/sql-reference/data-types/fixedstring.md
index 4a26b2f76af..21115418e30 100644
--- a/docs/ru/sql-reference/data-types/fixedstring.md
+++ b/docs/ru/sql-reference/data-types/fixedstring.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: FixedString(N)
+---
+
 # FixedString {#fixedstring}
 
 Строка фиксированной длины `N` байт (не символов, не кодовых точек).
diff --git a/docs/ru/sql-reference/data-types/float.md b/docs/ru/sql-reference/data-types/float.md
index 91d4b655e2a..f2e85f35041 100644
--- a/docs/ru/sql-reference/data-types/float.md
+++ b/docs/ru/sql-reference/data-types/float.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 41
+toc_title: Float32, Float64
+---
+
 # Float32, Float64 {#float32-float64}
 
 [Числа с плавающей запятой](https://en.wikipedia.org/wiki/IEEE_754).
diff --git a/docs/ru/sql-reference/data-types/int-uint.md b/docs/ru/sql-reference/data-types/int-uint.md
index 3a33c95e4c3..c45c639aace 100644
--- a/docs/ru/sql-reference/data-types/int-uint.md
+++ b/docs/ru/sql-reference/data-types/int-uint.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 40
+toc_title: UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64
+---
+
 # UInt8, UInt16, UInt32, UInt64, UInt256, Int8, Int16, Int32, Int64, Int128, Int256 {#uint8-uint16-uint32-uint64-int8-int16-int32-int64}
 
 Целые числа фиксированной длины, без знака или со знаком.
diff --git a/docs/ru/sql-reference/data-types/nested-data-structures/index.md b/docs/ru/sql-reference/data-types/nested-data-structures/index.md
index 73d9019c96a..d53cabc6652 100644
--- a/docs/ru/sql-reference/data-types/nested-data-structures/index.md
+++ b/docs/ru/sql-reference/data-types/nested-data-structures/index.md
@@ -1,3 +1,10 @@
+---
+toc_folder_title: "\u0412\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0435\u0020\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+toc_hidden: true
+toc_priority: 54
+toc_title: hidden
+---
+
 # Вложенные структуры данных {#vlozhennye-struktury-dannykh}
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/nested_data_structures/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/special-data-types/expression.md b/docs/ru/sql-reference/data-types/special-data-types/expression.md
index 1f4b960fb10..718fcc886a6 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/expression.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/expression.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 58
+toc_title: Expression
+---
+
 # Expression {#expression}
 
 Используется для представления лямбда-выражений в функциях высшего порядка.
diff --git a/docs/ru/sql-reference/data-types/special-data-types/index.md b/docs/ru/sql-reference/data-types/special-data-types/index.md
index d5aff1501db..29c057472ea 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/index.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/index.md
@@ -1,3 +1,10 @@
+---
+toc_folder_title: "\u0421\u043b\u0443\u0436\u0435\u0431\u043d\u044b\u0435\u0020\u0442\u0438\u043f\u044b\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
+toc_hidden: true
+toc_priority: 55
+toc_title: hidden
+---
+
 # Служебные типы данных {#sluzhebnye-tipy-dannykh}
 
 Значения служебных типов данных не могут сохраняться в таблицу и выводиться в качестве результата, а возникают как промежуточный результат выполнения запроса.
diff --git a/docs/ru/sql-reference/data-types/special-data-types/interval.md b/docs/ru/sql-reference/data-types/special-data-types/interval.md
index a77d05ab8be..31240b49c97 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/interval.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/interval.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 61
+toc_title: Interval
+---
+
 # Interval {#data-type-interval}
 
 Семейство типов данных, представляющих интервалы дат и времени. Оператор [INTERVAL](../../../sql-reference/data-types/special-data-types/interval.md#operator-interval) возвращает значения этих типов.
diff --git a/docs/ru/sql-reference/data-types/special-data-types/nothing.md b/docs/ru/sql-reference/data-types/special-data-types/nothing.md
index 9644f102522..c6a9cb868d8 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/nothing.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/nothing.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 60
+toc_title: Nothing
+---
+
 # Nothing {#nothing}
 
 Этот тип данных предназначен только для того, чтобы представлять [NULL](../../../sql-reference/data-types/special-data-types/nothing.md), т.е. отсутствие значения.
diff --git a/docs/ru/sql-reference/data-types/special-data-types/set.md b/docs/ru/sql-reference/data-types/special-data-types/set.md
index 9a99ed0ca9b..4c2f4ed2c66 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/set.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/set.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 59
+toc_title: Set
+---
+
 # Set {#set}
 
 Используется для представления правой части выражения IN.
diff --git a/docs/ru/sql-reference/data-types/string.md b/docs/ru/sql-reference/data-types/string.md
index 4669d154df2..798caec4d62 100644
--- a/docs/ru/sql-reference/data-types/string.md
+++ b/docs/ru/sql-reference/data-types/string.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 44
+toc_title: String
+---
+
 # String {#string}
 
 Строки произвольной длины. Длина не ограничена. Значение может содержать произвольный набор байт, включая нулевые байты.
diff --git a/docs/ru/sql-reference/data-types/uuid.md b/docs/ru/sql-reference/data-types/uuid.md
index 9d667a50526..b780190f6f4 100644
--- a/docs/ru/sql-reference/data-types/uuid.md
+++ b/docs/ru/sql-reference/data-types/uuid.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 46
+toc_title: UUID
+---
+
+
 # UUID {#uuid-data-type}
 
 Универсальный уникальный идентификатор (UUID) - это 16-байтовое число, используемое для идентификации записей. Подробнее про UUID читайте на [Википедии](https://en.wikipedia.org/wiki/Universally_unique_identifier).
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
index 0869b409b0b..350e391dbed 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: "\u0418\u0435\u0440\u0430\u0440\u0445\u0438\u0447\u0435\u0441\u043a\u0438\u0435\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0438"
+---
+
 # Иерархические словари {#ierarkhicheskie-slovari}
 
 ClickHouse поддерживает иерархические словари с [числовыми ключом](external-dicts-dict-structure.md#ext_dict-numeric-key).
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
index 61275cc6652..e97b1e421a4 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 41
+toc_title: "\u0425\u0440\u0430\u043d\u0435\u043d\u0438\u0435\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0435\u0439\u0020\u0432\u0020\u043f\u0430\u043c\u044f\u0442\u0438"
+---
+
 # Хранение словарей в памяти {#dicts-external-dicts-dict-layout}
 
 Словари можно размещать в памяти множеством способов.
@@ -49,6 +54,8 @@ LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
 -   [hashed](#dicts-external_dicts_dict_layout-hashed)
 -   [sparse_hashed](#dicts-external_dicts_dict_layout-sparse_hashed)
 -   [cache](#cache)
+-   [ssd_cache](#ssd-cache)
+-   [ssd_complex_key_cache](#complex-key-ssd-cache)
 -   [direct](#direct)
 -   [range_hashed](#range-hashed)
 -   [complex_key_hashed](#complex-key-hashed)
@@ -294,6 +301,40 @@ LAYOUT(CACHE(SIZE_IN_CELLS 1000000000))
 
 Тип размещения предназначен для использования с составными [ключами](external-dicts-dict-structure.md). Аналогичен `cache`.
 
+### ssd_cache {#ssd-cache}
+
+Похож на `cache`, но хранит данные на SSD и индекс в оперативной памяти.
+
+``` xml
+<layout>
+    <ssd_cache>
+        <!-- Size of elementary read block in bytes. Recommended to be equal to SSD's page size. -->
+        <block_size>4096</block_size>
+        <!-- Max cache file size in bytes. -->
+        <file_size>16777216</file_size>
+        <!-- Size of RAM buffer in bytes for reading elements from SSD. -->
+        <read_buffer_size>131072</read_buffer_size>
+        <!-- Size of RAM buffer in bytes for aggregating elements before flushing to SSD. -->
+        <write_buffer_size>1048576</write_buffer_size>
+        <!-- Path where cache file will be stored. -->
+        <path>/var/lib/clickhouse/clickhouse_dictionaries/test_dict</path>
+        <!-- Max number on stored keys in the cache. Rounded up to a power of two. -->
+        <max_stored_keys>1048576</max_stored_keys>
+    </ssd_cache>
+</layout>
+```
+
+или
+
+``` sql
+LAYOUT(CACHE(BLOCK_SIZE 4096 FILE_SIZE 16777216 READ_BUFFER_SIZE 1048576
+    PATH /var/lib/clickhouse/clickhouse_dictionaries/test_dict MAX_STORED_KEYS 1048576))
+```
+
+### complex_key_ssd_cache {#complex-key-ssd-cache}
+
+Тип размещения предназначен для использования с составными [ключами](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md). Похож на `ssd_cache`.
+
 ### direct {#direct}
 
 Словарь не хранит данные локально и взаимодействует с источником непосредственно в момент запроса.
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
index 2f287795296..4dbf4be9f96 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 42
+toc_title: "\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0435\u0439"
+---
+
 # Обновление словарей {#obnovlenie-slovarei}
 
 ClickHouse периодически обновляет словари. Интервал обновления для полностью загружаемых словарей и интервал инвалидации для кэшируемых словарей определяется в теге `<lifetime>` в секундах.
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index 61d98f37cfd..0015edfdf72 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 43
+toc_title: "\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438\u0020\u0432\u043d\u0435\u0448\u043d\u0438\u0445\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0435\u0439"
+---
+
 # Источники внешних словарей {#dicts-external-dicts-dict-sources}
 
 Внешний словарь можно подключить из множества источников.
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index 4c3b4eb22e4..bf87ce61b9e 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 44
+toc_title: "\u041a\u043b\u044e\u0447\u0020\u0438\u0020\u043f\u043e\u043b\u044f\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u044f"
+---
+
 # Ключ и поля словаря {#kliuch-i-polia-slovaria}
 
 Секция `<structure>` описывает ключ словаря и поля, доступные для запросов.
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index 4ecc9b6c093..ff18f906926 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 40
+toc_title: "\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430\u0020\u0432\u043d\u0435\u0448\u043d\u0435\u0433\u043e\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u044f"
+---
+
 # Настройка внешнего словаря {#dicts-external-dicts-dict}
 
 XML-конфигурация словаря имеет следующую структуру:
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 734de8cffdf..c18af68c15e 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -1,3 +1,9 @@
+---
+toc_priority: 39
+toc_title: "\u0412\u043d\u0435\u0448\u043d\u0438\u0435\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0438"
+---
+
+
 # Внешние словари {#dicts-external-dicts}
 
 Существует возможность подключать собственные словари из различных источников данных. Источником данных для словаря может быть локальный текстовый/исполняемый файл, HTTP(s) ресурс или другая СУБД. Подробнее смотрите в разделе «[Источники внешних словарей](external-dicts-dict-sources.md)».
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/index.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/index.md
index 4098ac38060..b448858b1fa 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/index.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/index.md
@@ -1,5 +1,5 @@
 ---
-toc_folder_title: External Dictionaries
+toc_folder_title: "\u0412\u043d\u0435\u0448\u043d\u0438\u0435\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0438"
 toc_priority: 37
 ---
 
diff --git a/docs/ru/sql-reference/dictionaries/index.md b/docs/ru/sql-reference/dictionaries/index.md
index 8625a29b1e1..5a4119b4dd5 100644
--- a/docs/ru/sql-reference/dictionaries/index.md
+++ b/docs/ru/sql-reference/dictionaries/index.md
@@ -1,3 +1,9 @@
+---
+toc_folder_title: "\u0421\u043b\u043e\u0432\u0430\u0440\u0438"
+toc_priority: 35
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
+---
+
 # Словари {#slovari}
 
 Словарь — это отображение (`ключ -> атрибуты`), которое удобно использовать для различного вида справочников.
diff --git a/docs/ru/sql-reference/dictionaries/internal-dicts.md b/docs/ru/sql-reference/dictionaries/internal-dicts.md
index 0e8e7c82a6e..d8103efa6ae 100644
--- a/docs/ru/sql-reference/dictionaries/internal-dicts.md
+++ b/docs/ru/sql-reference/dictionaries/internal-dicts.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 39
+toc_title: "\u0412\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0435\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u0438"
+---
+
 # Встроенные словари {#internal_dicts}
 
 ClickHouse содержит встроенную возможность работы с геобазой.
diff --git a/docs/ru/sql-reference/distributed-ddl.md b/docs/ru/sql-reference/distributed-ddl.md
index a06a931680a..275709320f6 100644
--- a/docs/ru/sql-reference/distributed-ddl.md
+++ b/docs/ru/sql-reference/distributed-ddl.md
@@ -1,6 +1,6 @@
 ---
 toc_priority: 32
-toc_title: Распределенные DDL запросы
+toc_title: "\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435\u0020\u0044\u0044\u004c\u0020\u0437\u0430\u043f\u0440\u043e\u0441\u044b\u000a"
 ---
 
 # Распределенные DDL запросы (секция ON CLUSTER) {#raspredelennye-ddl-zaprosy-sektsiia-on-cluster}
diff --git a/docs/ru/sql-reference/functions/arithmetic-functions.md b/docs/ru/sql-reference/functions/arithmetic-functions.md
index 8513737f025..16c3e8fd8f0 100644
--- a/docs/ru/sql-reference/functions/arithmetic-functions.md
+++ b/docs/ru/sql-reference/functions/arithmetic-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 34
+toc_title: "\u0410\u0440\u0438\u0444\u043c\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Арифметические функции {#arifmeticheskie-funktsii}
 
 Для всех арифметических функций, тип результата вычисляется, как минимальный числовой тип, который может вместить результат, если такой тип есть. Минимум берётся одновременно по числу бит, знаковости и «плавучести». Если бит не хватает, то берётся тип максимальной битности.
diff --git a/docs/ru/sql-reference/functions/array-functions.md b/docs/ru/sql-reference/functions/array-functions.md
index 91c0443c85d..62181eebb4b 100644
--- a/docs/ru/sql-reference/functions/array-functions.md
+++ b/docs/ru/sql-reference/functions/array-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 35
+toc_title: "\u041c\u0430\u0441\u0441\u0438\u0432\u044b"
+---
+
 # Массивы {#functions-for-working-with-arrays}
 
 ## empty {#function-empty}
diff --git a/docs/ru/sql-reference/functions/array-join.md b/docs/ru/sql-reference/functions/array-join.md
index afbc7bfe3e8..2ed3d25fa92 100644
--- a/docs/ru/sql-reference/functions/array-join.md
+++ b/docs/ru/sql-reference/functions/array-join.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 61
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u044f\u0020\u0041\u0072\u0072\u0061\u0079\u004a\u006f\u0069\u006e"
+---
+
 # Функция ArrayJoin {#functions_arrayjoin}
 
 Это совсем необычная функция.
diff --git a/docs/ru/sql-reference/functions/bit-functions.md b/docs/ru/sql-reference/functions/bit-functions.md
index 9d78dd861e9..8c7808437a5 100644
--- a/docs/ru/sql-reference/functions/bit-functions.md
+++ b/docs/ru/sql-reference/functions/bit-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 48
+toc_title: "\u0411\u0438\u0442\u043e\u0432\u044b\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Битовые функции {#bitovye-funktsii}
 
 Битовые функции работают для любой пары типов из UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32, Float64.
diff --git a/docs/ru/sql-reference/functions/bitmap-functions.md b/docs/ru/sql-reference/functions/bitmap-functions.md
index aa154831b48..b21ddea94e4 100644
--- a/docs/ru/sql-reference/functions/bitmap-functions.md
+++ b/docs/ru/sql-reference/functions/bitmap-functions.md
@@ -1,4 +1,9 @@
-# Функции для битмапов {#bitmap-functions}
+---
+toc_priority: 49
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0431\u0438\u0442\u043c\u0430\u043f\u043e\u0432"
+---
+
+# Функции для битовых масок {#bitmap-functions}
 
 ## bitmapBuild {#bitmap_functions-bitmapbuild}
 
diff --git a/docs/ru/sql-reference/functions/comparison-functions.md b/docs/ru/sql-reference/functions/comparison-functions.md
index 9b921d6fe55..a98c97ec96c 100644
--- a/docs/ru/sql-reference/functions/comparison-functions.md
+++ b/docs/ru/sql-reference/functions/comparison-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 36
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f"
+---
+
 # Функции сравнения {#funktsii-sravneniia}
 
 Функции сравнения возвращают всегда 0 или 1 (UInt8).
diff --git a/docs/ru/sql-reference/functions/conditional-functions.md b/docs/ru/sql-reference/functions/conditional-functions.md
index 7efb6f7bfc5..83268b68959 100644
--- a/docs/ru/sql-reference/functions/conditional-functions.md
+++ b/docs/ru/sql-reference/functions/conditional-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 43
+toc_title: "\u0423\u0441\u043b\u043e\u0432\u043d\u044b\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Условные функции {#uslovnye-funktsii}
 
 ## if {#if}
diff --git a/docs/ru/sql-reference/functions/date-time-functions.md b/docs/ru/sql-reference/functions/date-time-functions.md
index aa9fdee478d..d24de2faae1 100644
--- a/docs/ru/sql-reference/functions/date-time-functions.md
+++ b/docs/ru/sql-reference/functions/date-time-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 39
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0434\u0430\u0442\u0430\u043c\u0438\u0020\u0438\u0020\u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c"
+---
+
 # Функции для работы с датами и временем {#funktsii-dlia-raboty-s-datami-i-vremenem}
 
 Поддержка часовых поясов
diff --git a/docs/ru/sql-reference/functions/encoding-functions.md b/docs/ru/sql-reference/functions/encoding-functions.md
index b8ea481364d..6f1c2aad6cb 100644
--- a/docs/ru/sql-reference/functions/encoding-functions.md
+++ b/docs/ru/sql-reference/functions/encoding-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 52
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f"
+---
+
 # Функции кодирования {#funktsii-kodirovaniia}
 
 ## char {#char}
diff --git a/docs/ru/sql-reference/functions/ext-dict-functions.md b/docs/ru/sql-reference/functions/ext-dict-functions.md
index 792afd1775d..6054ed141d4 100644
--- a/docs/ru/sql-reference/functions/ext-dict-functions.md
+++ b/docs/ru/sql-reference/functions/ext-dict-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 58
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0432\u043d\u0435\u0448\u043d\u0438\u043c\u0438\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u044f\u043c\u0438"
+---
+
 # Функции для работы с внешними словарями {#ext_dict_functions}
 
 Информацию о подключении и настройке внешних словарей смотрите в разделе [Внешние словари](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
diff --git a/docs/ru/sql-reference/functions/functions-for-nulls.md b/docs/ru/sql-reference/functions/functions-for-nulls.md
index 5fbfb4bd27b..17da1ea9194 100644
--- a/docs/ru/sql-reference/functions/functions-for-nulls.md
+++ b/docs/ru/sql-reference/functions/functions-for-nulls.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 63
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u004e\u0075\u006c\u006c\u0061\u0062\u006c\u0065\u002d\u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438"
+---
+
 # Функции для работы с Nullable-аргументами {#funktsii-dlia-raboty-s-nullable-argumentami}
 
 ## isNull {#isnull}
diff --git a/docs/ru/sql-reference/functions/geo/coordinates.md b/docs/ru/sql-reference/functions/geo/coordinates.md
index 9d65139e69e..1931a9b932f 100644
--- a/docs/ru/sql-reference/functions/geo/coordinates.md
+++ b/docs/ru/sql-reference/functions/geo/coordinates.md
@@ -1,5 +1,6 @@
 ---
-toc_title: Функции для работы с географическими координатами
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0433\u0435\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438\u0020\u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442\u0430\u043c\u0438"
+toc_priority: 62
 ---
 
 # Функции для работы с географическими координатами {#geographical-coordinates}
diff --git a/docs/ru/sql-reference/functions/geo/geohash.md b/docs/ru/sql-reference/functions/geo/geohash.md
index 7273d58b1d9..38c64f11b10 100644
--- a/docs/ru/sql-reference/functions/geo/geohash.md
+++ b/docs/ru/sql-reference/functions/geo/geohash.md
@@ -1,5 +1,5 @@
 ---
-toc_title: Geohash
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439\u0020\u0047\u0065\u006f\u0068\u0061\u0073\u0068"
 ---
 
 # Функции для работы с системой Geohash {#geohash}
diff --git a/docs/ru/sql-reference/functions/geo/h3.md b/docs/ru/sql-reference/functions/geo/h3.md
index d9a5e72721b..69d06b5dfa6 100644
--- a/docs/ru/sql-reference/functions/geo/h3.md
+++ b/docs/ru/sql-reference/functions/geo/h3.md
@@ -1,5 +1,5 @@
 ---
-toc_title: Индексы H3
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0438\u043d\u0434\u0435\u043a\u0441\u0430\u043c\u0438\u0020\u0048\u0033"
 ---
 
 # Функции для работы с индексами H3 {#h3index}
diff --git a/docs/ru/sql-reference/functions/geo/index.md b/docs/ru/sql-reference/functions/geo/index.md
index bfea32a245b..cedaafaa31d 100644
--- a/docs/ru/sql-reference/functions/geo/index.md
+++ b/docs/ru/sql-reference/functions/geo/index.md
@@ -1,6 +1,6 @@
 ---
 toc_priority: 62
-toc_folder_title: Гео-данные
+toc_folder_title: "\u0413\u0435\u043e\u002d\u0434\u0430\u043d\u043d\u044b\u0435"
 toc_title: hidden
 ---
 
diff --git a/docs/ru/sql-reference/functions/hash-functions.md b/docs/ru/sql-reference/functions/hash-functions.md
index 201fc934cea..92fc69227f4 100644
--- a/docs/ru/sql-reference/functions/hash-functions.md
+++ b/docs/ru/sql-reference/functions/hash-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 50
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0445\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f"
+---
+
 # Функции хэширования {#funktsii-kheshirovaniia}
 
 Функции хэширования могут использоваться для детерминированного псевдослучайного разбрасывания элементов.
diff --git a/docs/ru/sql-reference/functions/in-functions.md b/docs/ru/sql-reference/functions/in-functions.md
index 679fcbccc21..e137187a36b 100644
--- a/docs/ru/sql-reference/functions/in-functions.md
+++ b/docs/ru/sql-reference/functions/in-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 60
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438\u0020\u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430\u0020\u0049\u004e"
+---
+
 # Функции для реализации оператора IN {#funktsii-dlia-realizatsii-operatora-in}
 
 ## in, notIn, globalIn, globalNotIn {#in-functions}
diff --git a/docs/ru/sql-reference/functions/index.md b/docs/ru/sql-reference/functions/index.md
index 9c1c0c5ca9d..25d3b6de067 100644
--- a/docs/ru/sql-reference/functions/index.md
+++ b/docs/ru/sql-reference/functions/index.md
@@ -1,3 +1,9 @@
+---
+toc_folder_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438"
+toc_priority: 32
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
+---
+
 # Функции {#funktsii}
 
 Функции бывают как минимум\* двух видов - обычные функции (называются просто, функциями) и агрегатные функции. Это совершенно разные вещи. Обычные функции работают так, как будто применяются к каждой строке по отдельности (для каждой строки, результат вычисления функции не зависит от других строк). Агрегатные функции аккумулируют множество значений из разных строк (то есть, зависят от целого множества строк).
diff --git a/docs/ru/sql-reference/functions/introspection.md b/docs/ru/sql-reference/functions/introspection.md
index c09efd35093..9f4f2ebd1e9 100644
--- a/docs/ru/sql-reference/functions/introspection.md
+++ b/docs/ru/sql-reference/functions/introspection.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 65
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0438\u043d\u0442\u0440\u043e\u0441\u043f\u0435\u043a\u0446\u0438\u0438"
+---
+
 # Функции интроспекции {#introspection-functions}
 
 Функции из этого раздела могут использоваться для интроспекции [ELF](https://en.wikipedia.org/wiki/Executable_and_Linkable_Format) и [DWARF](https://en.wikipedia.org/wiki/DWARF) в целях профилирования запросов.
diff --git a/docs/ru/sql-reference/functions/ip-address-functions.md b/docs/ru/sql-reference/functions/ip-address-functions.md
index a9a0a7f919a..724fb97c0d5 100644
--- a/docs/ru/sql-reference/functions/ip-address-functions.md
+++ b/docs/ru/sql-reference/functions/ip-address-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 55
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0049\u0050\u002d\u0430\u0434\u0440\u0435\u0441\u0430\u043c\u0438"
+---
+
 # Функции для работы с IP-адресами {#funktsii-dlia-raboty-s-ip-adresami}
 
 ## IPv4NumToString(num) {#ipv4numtostringnum}
diff --git a/docs/ru/sql-reference/functions/json-functions.md b/docs/ru/sql-reference/functions/json-functions.md
index 752b70b7c5f..69b8f8f98f5 100644
--- a/docs/ru/sql-reference/functions/json-functions.md
+++ b/docs/ru/sql-reference/functions/json-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 56
+toc_title: JSON
+---
+
 # Функции для работы с JSON {#funktsii-dlia-raboty-s-json}
 
 В Яндекс.Метрике пользователями передаётся JSON в качестве параметров визитов. Для работы с таким JSON-ом, реализованы некоторые функции. (Хотя в большинстве случаев, JSON-ы дополнительно обрабатываются заранее, и полученные значения кладутся в отдельные столбцы в уже обработанном виде.) Все эти функции исходят из сильных допущений о том, каким может быть JSON, и при этом стараются почти ничего не делать.
diff --git a/docs/ru/sql-reference/functions/logical-functions.md b/docs/ru/sql-reference/functions/logical-functions.md
index de2a3d51729..9b1ee6a66a7 100644
--- a/docs/ru/sql-reference/functions/logical-functions.md
+++ b/docs/ru/sql-reference/functions/logical-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 37
+toc_title: "\u041b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Логические функции {#logicheskie-funktsii}
 
 Логические функции принимают любые числовые типы, а возвращают число типа UInt8, равное 0 или 1.
diff --git a/docs/ru/sql-reference/functions/machine-learning-functions.md b/docs/ru/sql-reference/functions/machine-learning-functions.md
index e9b0e8c9bc9..2ffdfd05613 100644
--- a/docs/ru/sql-reference/functions/machine-learning-functions.md
+++ b/docs/ru/sql-reference/functions/machine-learning-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 64
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e\u0020\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f"
+---
+
 # Функции машинного обучения {#funktsii-mashinnogo-obucheniia}
 
 ## evalMLMethod (prediction) {#machine_learning_methods-evalmlmethod}
diff --git a/docs/ru/sql-reference/functions/math-functions.md b/docs/ru/sql-reference/functions/math-functions.md
index e52b14d26c6..6df366d129f 100644
--- a/docs/ru/sql-reference/functions/math-functions.md
+++ b/docs/ru/sql-reference/functions/math-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 44
+toc_title: "\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Математические функции {#matematicheskie-funktsii}
 
 Все функции возвращают число типа Float64. Точность результата близка к максимально возможной, но результат может не совпадать с наиболее близким к соответствующему вещественному числу машинно представимым числом.
diff --git a/docs/ru/sql-reference/functions/other-functions.md b/docs/ru/sql-reference/functions/other-functions.md
index bb5371ff449..9367f3be00c 100644
--- a/docs/ru/sql-reference/functions/other-functions.md
+++ b/docs/ru/sql-reference/functions/other-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 66
+toc_title: "\u041f\u0440\u043e\u0447\u0438\u0435\u0020\u0444\u0443\u043d\u043a\u0446\u0438\u0438"
+---
+
 # Прочие функции {#other-functions}
 
 ## hostName() {#hostname}
@@ -1468,7 +1473,7 @@ SELECT getSetting('custom_a');
 
 ## isDecimalOverflow {#is-decimal-overflow}
 
-Проверяет, находится ли число [Decimal](../../sql-reference/data-types/decimal.md#decimalp-s-decimal32s-decimal64s-decimal128s) вне собственной (или заданной) области значений.
+Проверяет, находится ли число [Decimal](../../sql-reference/data-types/decimal.md) вне собственной (или заданной) области значений.
 
 **Синтаксис**
 
@@ -1478,7 +1483,7 @@ isDecimalOverflow(d, [p])
 
 **Параметры** 
 
--   `d` — число. [Decimal](../../sql-reference/data-types/decimal.md#decimalp-s-decimal32s-decimal64s-decimal128s).
+-   `d` — число. [Decimal](../../sql-reference/data-types/decimal.md).
 -   `p` — точность. Необязательный параметр. Если опущен, используется исходная точность первого аргумента. Использование этого параметра может быть полезно для извлечения данных в другую СУБД или файл. [UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges). 
 
 **Возвращаемое значение**
@@ -1515,7 +1520,7 @@ countDigits(x)
 
 **Параметры** 
 
--   `x` — [целое](../../sql-reference/data-types/int-uint.md#uint8-uint16-uint32-uint64-int8-int16-int32-int64) или [дробное](../../sql-reference/data-types/decimal.md#decimalp-s-decimal32s-decimal64s-decimal128s) число.
+-   `x` — [целое](../../sql-reference/data-types/int-uint.md#uint8-uint16-uint32-uint64-int8-int16-int32-int64) или [дробное](../../sql-reference/data-types/decimal.md) число.
 
 **Возвращаемое значение**
 
diff --git a/docs/ru/sql-reference/functions/random-functions.md b/docs/ru/sql-reference/functions/random-functions.md
index 21dcfeeb3c0..f3889504fa6 100644
--- a/docs/ru/sql-reference/functions/random-functions.md
+++ b/docs/ru/sql-reference/functions/random-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 51
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438\u0020\u043f\u0441\u0435\u0432\u0434\u043e\u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0445\u0020\u0447\u0438\u0441\u0435\u043b"
+---
+
 # Функции генерации псевдослучайных чисел {#functions-for-generating-pseudo-random-numbers}
 
 Используются не криптографические генераторы псевдослучайных чисел.
diff --git a/docs/ru/sql-reference/functions/rounding-functions.md b/docs/ru/sql-reference/functions/rounding-functions.md
index c643bccf3e2..78033160396 100644
--- a/docs/ru/sql-reference/functions/rounding-functions.md
+++ b/docs/ru/sql-reference/functions/rounding-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u043e\u043a\u0440\u0443\u0433\u043b\u0435\u043d\u0438\u044f"
+---
+
 # Функции округления {#funktsii-okrugleniia}
 
 ## floor(x\[, N\]) {#floorx-n}
diff --git a/docs/ru/sql-reference/functions/splitting-merging-functions.md b/docs/ru/sql-reference/functions/splitting-merging-functions.md
index bf4e76c3bb1..d451eabc407 100644
--- a/docs/ru/sql-reference/functions/splitting-merging-functions.md
+++ b/docs/ru/sql-reference/functions/splitting-merging-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 47
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0440\u0430\u0437\u0431\u0438\u0435\u043d\u0438\u044f\u0020\u0438\u0020\u0441\u043b\u0438\u044f\u043d\u0438\u044f\u0020\u0441\u0442\u0440\u043e\u043a\u0020\u0438\u0020\u043c\u0430\u0441\u0441\u0438\u0432\u043e\u0432"
+---
+
 # Функции разбиения и слияния строк и массивов {#funktsii-razbieniia-i-sliianiia-strok-i-massivov}
 
 ## splitByChar(separator, s) {#splitbycharseparator-s}
diff --git a/docs/ru/sql-reference/functions/string-functions.md b/docs/ru/sql-reference/functions/string-functions.md
index 58ed582b399..cc488fb2d9c 100644
--- a/docs/ru/sql-reference/functions/string-functions.md
+++ b/docs/ru/sql-reference/functions/string-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 40
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u043e\u0020\u0441\u0442\u0440\u043e\u043a\u0430\u043c\u0438"
+---
+
 # Функции для работы со строками {#funktsii-dlia-raboty-so-strokami}
 
 ## empty {#empty}
diff --git a/docs/ru/sql-reference/functions/string-replace-functions.md b/docs/ru/sql-reference/functions/string-replace-functions.md
index 8a2db9bf472..f334d6804f9 100644
--- a/docs/ru/sql-reference/functions/string-replace-functions.md
+++ b/docs/ru/sql-reference/functions/string-replace-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 42
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u043f\u043e\u0438\u0441\u043a\u0430\u0020\u0438\u0020\u0437\u0430\u043c\u0435\u043d\u044b\u0020\u0432\u0020\u0441\u0442\u0440\u043e\u043a\u0430\u0445"
+---
+
 # Функции поиска и замены в строках {#funktsii-poiska-i-zameny-v-strokakh}
 
 ## replaceOne(haystack, pattern, replacement) {#replaceonehaystack-pattern-replacement}
diff --git a/docs/ru/sql-reference/functions/string-search-functions.md b/docs/ru/sql-reference/functions/string-search-functions.md
index 29dd67fd0eb..d2f1119783b 100644
--- a/docs/ru/sql-reference/functions/string-search-functions.md
+++ b/docs/ru/sql-reference/functions/string-search-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 41
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u043f\u043e\u0438\u0441\u043a\u0430\u0020\u0432\u0020\u0441\u0442\u0440\u043e\u043a\u0430\u0445"
+---
+
 # Функции поиска в строках {#funktsii-poiska-v-strokakh}
 
 Во всех функциях, поиск регистрозависимый по умолчанию. Существуют варианты функций для регистронезависимого поиска.
@@ -442,6 +447,66 @@ SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[
 
 То же, что like, но с отрицанием.
 
+## ilike {#ilike}
+
+Нечувствительный к регистру вариант функции [like](https://clickhouse.tech/docs/ru/sql-reference/functions/string-search-functions/#function-like). Вы можете использовать оператор `ILIKE` вместо функции `ilike`.
+
+**Синтаксис**
+
+``` sql
+ilike(haystack, pattern)
+```
+
+**Параметры**
+
+-   `haystack` — Входная строка. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `pattern` — Если `pattern` не содержит процента или нижнего подчеркивания, тогда `pattern` представляет саму строку. Нижнее подчеркивание (`_`) в `pattern` обозначает любой отдельный символ. Знак процента (`%`) соответствует последовательности из любого количества символов: от нуля и более.
+
+Некоторые примеры `pattern`:
+
+``` text
+'abc' ILIKE 'abc'    true
+'abc' ILIKE 'a%'     true
+'abc' ILIKE '_b_'    true
+'abc' ILIKE 'c'      false
+```
+
+**Возвращаемые значения**
+
+-   Правда, если строка соответствует `pattern`.
+-   Ложь, если строка не соответствует `pattern`.
+
+**Пример**
+
+Входная таблица:
+
+``` text
+┌─id─┬─name─────┬─days─┐
+│  1 │ January  │   31 │
+│  2 │ February │   29 │
+│  3 │ March    │   31 │
+│  4 │ April    │   30 │
+└────┴──────────┴──────┘
+```
+
+Запрос:
+
+``` sql
+SELECT * FROM Months WHERE ilike(name, '%j%')
+```
+
+Результат:
+
+``` text
+┌─id─┬─name────┬─days─┐
+│  1 │ January │   31 │
+└────┴─────────┴──────┘
+```
+
+**Смотрите также**
+
+-   [like](https://clickhouse.tech/docs/ru/sql-reference/functions/string-search-functions/#function-like) <!--hide-->
+
 ## ngramDistance(haystack, needle) {#ngramdistancehaystack-needle}
 
 Вычисление 4-граммного расстояния между `haystack` и `needle`: считается симметрическая разность между двумя мультимножествами 4-грамм и нормализуется на сумму их мощностей. Возвращает число float от 0 до 1 – чем ближе к нулю, тем больше строки похожи друг на друга. Если константный `needle` или `haystack` больше чем 32КБ, кидается исключение. Если некоторые строки из неконстантного `haystack` или `needle` больше 32КБ, расстояние всегда равно единице.
diff --git a/docs/ru/sql-reference/functions/type-conversion-functions.md b/docs/ru/sql-reference/functions/type-conversion-functions.md
index 3bee1a3656f..3733e570f10 100644
--- a/docs/ru/sql-reference/functions/type-conversion-functions.md
+++ b/docs/ru/sql-reference/functions/type-conversion-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 38
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f\u0020\u0442\u0438\u043f\u043e\u0432"
+---
+
 # Функции преобразования типов {#funktsii-preobrazovaniia-tipov}
 
 ## Общие проблемы преобразования чисел {#numeric-conversion-issues}
@@ -767,4 +772,43 @@ FROM numbers(3)
                          │
 └──────────────────────────────────┘
 ```
+
+## formatRowNoNewline {#formatrownonewline}
+
+Преобразует произвольные выражения в строку заданного формата. При этом удаляет лишние переводы строк `\n`, если они появились.
+
+**Синтаксис** 
+
+``` sql
+formatRowNoNewline(format, x, y, ...)
+```
+
+**Параметры**
+
+-   `format` — Текстовый формат. Например, [CSV](../../interfaces/formats.md#csv), [TSV](../../interfaces/formats.md#tabseparated).
+-   `x`,`y`, ... — Выражения.
+
+**Возвращаемое значение**
+
+-   Отформатированная строка (в текстовых форматах без завершающего перевода строки).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT formatRowNoNewline('CSV', number, 'good')
+FROM numbers(3)
+```
+
+Ответ:
+
+``` text
+┌─formatRowNoNewline('CSV', number, 'good')─┐
+│ 0,"good"                                  │
+│ 1,"good"                                  │
+│ 2,"good"                                  │
+└───────────────────────────────────────────┘
+```
+
 [Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/type_conversion_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/url-functions.md b/docs/ru/sql-reference/functions/url-functions.md
index 54b752d7c68..8f10a1ebd2b 100644
--- a/docs/ru/sql-reference/functions/url-functions.md
+++ b/docs/ru/sql-reference/functions/url-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 54
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0055\u0052\u004c"
+---
+
 # Функции для работы с URL {#funktsii-dlia-raboty-s-url}
 
 Все функции работают не по RFC - то есть, максимально упрощены ради производительности.
diff --git a/docs/ru/sql-reference/functions/uuid-functions.md b/docs/ru/sql-reference/functions/uuid-functions.md
index b2b567c6a06..6082fcaa712 100644
--- a/docs/ru/sql-reference/functions/uuid-functions.md
+++ b/docs/ru/sql-reference/functions/uuid-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 53
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u0020\u0055\u0055\u0049\u0044"
+---
+
 # Функции для работы с UUID {#funktsii-dlia-raboty-s-uuid}
 
 ## generateUUIDv4 {#uuid-function-generate}
@@ -54,6 +59,54 @@ SELECT toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0') AS uuid
 └──────────────────────────────────────┘
 ```
 
+## toUUIDOrNull (x) {#touuidornull-x}
+
+Принимает строку, и пытается преобразовать в тип UUID. При неудаче возвращает NULL.
+
+``` sql
+toUUIDOrNull(String)
+```
+
+**Возвращаемое значение**
+
+Значение типа Nullable(UUID).
+
+**Пример использования**
+
+``` sql
+SELECT toUUIDOrNull('61f0c404-5cb3-11e7-907b-a6006ad3dba0T') AS uuid
+```
+
+``` text
+┌─uuid─┐
+│ ᴺᵁᴸᴸ │
+└──────┘
+```
+
+## toUUIDOrZero (x) {#touuidorzero-x}
+
+Принимает строку, и пытается преобразовать в тип UUID. При неудаче возвращает нулевой UUID.
+
+``` sql
+toUUIDOrZero(String)
+```
+
+**Возвращаемое значение**
+
+Значение типа UUID.
+
+**Пример использования**
+
+``` sql
+SELECT toUUIDOrZero('61f0c404-5cb3-11e7-907b-a6006ad3dba0T') AS uuid
+```
+
+``` text
+┌─────────────────────────────────uuid─┐
+│ 00000000-0000-0000-0000-000000000000 │
+└──────────────────────────────────────┘
+```
+
 ## UUIDStringToNum {#uuidstringtonum}
 
 Принимает строку, содержащую 36 символов в формате `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx`, и возвращает в виде набора байт в [FixedString(16)](../../sql-reference/functions/uuid-functions.md).
diff --git a/docs/ru/sql-reference/functions/ym-dict-functions.md b/docs/ru/sql-reference/functions/ym-dict-functions.md
index 7ac27c0d285..c3b04e4ab66 100644
--- a/docs/ru/sql-reference/functions/ym-dict-functions.md
+++ b/docs/ru/sql-reference/functions/ym-dict-functions.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 59
+toc_title: "\u0424\u0443\u043d\u043a\u0446\u0438\u0438\u0020\u0434\u043b\u044f\u0020\u0440\u0430\u0431\u043e\u0442\u044b\u0020\u0441\u043e\u0020\u0441\u043b\u043e\u0432\u0430\u0440\u044f\u043c\u0438\u0020\u042f\u043d\u0434\u0435\u043a\u0441\u002e\u041c\u0435\u0442\u0440\u0438\u043a\u0438"
+---
+
 # Функции для работы со словарями Яндекс.Метрики {#ym-dict-functions}
 
 Чтобы указанные ниже функции работали, в конфиге сервера должны быть указаны пути и адреса для получения всех словарей Яндекс.Метрики. Словари загружаются при первом вызове любой из этих функций. Если справочники не удаётся загрузить - будет выкинуто исключение.
diff --git a/docs/ru/sql-reference/operators/index.md b/docs/ru/sql-reference/operators/index.md
index ef4d1ae048e..3befb18687d 100644
--- a/docs/ru/sql-reference/operators/index.md
+++ b/docs/ru/sql-reference/operators/index.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 38
+toc_title: "\u041e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u044b"
+---
+
 # Операторы {#operatory}
 
 Все операторы преобразуются в соответствующие функции на этапе парсинга запроса, с учётом их приоритетов и ассоциативности.
@@ -49,6 +54,8 @@
 
 `a NOT LIKE s` - функция `notLike(a, b)`
 
+`a ILIKE s` – функция `ilike(a, b)`
+
 `a BETWEEN b AND c` - равнозначно `a >= b AND a <= c`
 
 `a NOT BETWEEN b AND c` - равнозначно `a < b OR a > c`
diff --git a/docs/ru/sql-reference/statements/alter/column.md b/docs/ru/sql-reference/statements/alter/column.md
index 811539d60d3..a8fe0ccf642 100644
--- a/docs/ru/sql-reference/statements/alter/column.md
+++ b/docs/ru/sql-reference/statements/alter/column.md
@@ -1,6 +1,6 @@
 ---
 toc_priority: 37
-toc_title: COLUMN
+toc_title: "\u041c\u0430\u043d\u0438\u043f\u0443\u043b\u044f\u0446\u0438\u0438\u0020\u0441\u043e\u0020\u0441\u0442\u043e\u043b\u0431\u0446\u0430\u043c\u0438"
 ---
 
 # Манипуляции со столбцами {#manipuliatsii-so-stolbtsami}
diff --git a/docs/ru/sql-reference/statements/alter/constraint.md b/docs/ru/sql-reference/statements/alter/constraint.md
index bacdff9ff57..e26db208493 100644
--- a/docs/ru/sql-reference/statements/alter/constraint.md
+++ b/docs/ru/sql-reference/statements/alter/constraint.md
@@ -1,6 +1,6 @@
 ---
 toc_priority: 43
-toc_title: CONSTRAINT
+toc_title: "\u041c\u0430\u043d\u0438\u043f\u0443\u043b\u044f\u0446\u0438\u0438\u0020\u0441\u0020\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u043c\u0438"
 ---
 
 # Манипуляции с ограничениями (constraints) {#manipuliatsii-s-ogranicheniiami-constraints}
diff --git a/docs/ru/sql-reference/statements/alter/index.md b/docs/ru/sql-reference/statements/alter/index.md
index 035be934eb4..830c4a5745b 100644
--- a/docs/ru/sql-reference/statements/alter/index.md
+++ b/docs/ru/sql-reference/statements/alter/index.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 36
+toc_priority: 35
 toc_title: ALTER
 ---
 
diff --git a/docs/ru/sql-reference/statements/alter/index/index.md b/docs/ru/sql-reference/statements/alter/index/index.md
index 863f8b875dd..2cadbbe065e 100644
--- a/docs/ru/sql-reference/statements/alter/index/index.md
+++ b/docs/ru/sql-reference/statements/alter/index/index.md
@@ -1,7 +1,7 @@
 ---
 toc_hidden_folder: true
 toc_priority: 42
-toc_title: INDEX
+toc_title: "\u041c\u0430\u043d\u0438\u043f\u0443\u043b\u044f\u0446\u0438\u0438\u0020\u0441\u0020\u0438\u043d\u0434\u0435\u043a\u0441\u0430\u043c\u0438"
 ---
 
 # Манипуляции с индексами {#manipuliatsii-s-indeksami}
diff --git a/docs/ru/sql-reference/statements/alter/sample-by.md b/docs/ru/sql-reference/statements/alter/sample-by.md
new file mode 100644
index 00000000000..2235e345a45
--- /dev/null
+++ b/docs/ru/sql-reference/statements/alter/sample-by.md
@@ -0,0 +1,20 @@
+---
+toc_priority: 41
+toc_title: SAMPLE BY
+---
+
+# Manipulating Sampling-Key Expressions {#manipulations-with-sampling-key-expressions}
+
+Синтаксис:
+
+``` sql
+ALTER TABLE [db].name [ON CLUSTER cluster] MODIFY SAMPLE BY new_expression
+```
+
+Команда меняет [ключ сэмплирования](../../../engines/table-engines/mergetree-family/mergetree.md) таблицы на `new_expression` (выражение или ряд выражений).
+
+Эта команда является упрощенной в том смысле, что она изменяет только метаданные. Первичный ключ должен содержать новый ключ сэмплирования.
+
+!!! note "Note"
+    Это работает только для таблиц в семействе [MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md) (включая
+[реплицируемые](../../../engines/table-engines/mergetree-family/replication.md) таблицы).
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/attach.md b/docs/ru/sql-reference/statements/attach.md
index 2aaf133130b..259ab893e63 100644
--- a/docs/ru/sql-reference/statements/attach.md
+++ b/docs/ru/sql-reference/statements/attach.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 42
+toc_priority: 40
 toc_title: ATTACH
 ---
 
diff --git a/docs/ru/sql-reference/statements/check-table.md b/docs/ru/sql-reference/statements/check-table.md
index fa37b24851f..3dc135d87c6 100644
--- a/docs/ru/sql-reference/statements/check-table.md
+++ b/docs/ru/sql-reference/statements/check-table.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 43
+toc_priority: 41
 toc_title: CHECK
 ---
 
diff --git a/docs/ru/sql-reference/statements/create/database.md b/docs/ru/sql-reference/statements/create/database.md
index a6c8b81c8b8..e6c561f8e0b 100644
--- a/docs/ru/sql-reference/statements/create/database.md
+++ b/docs/ru/sql-reference/statements/create/database.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 1
-toc_title: База данных
+toc_priority: 35
+toc_title: "\u0411\u0430\u0437\u0430\u0020\u0434\u0430\u043d\u043d\u044b\u0445"
 ---
 
 # CREATE DATABASE {#query-language-create-database}
diff --git a/docs/ru/sql-reference/statements/create/dictionary.md b/docs/ru/sql-reference/statements/create/dictionary.md
index da9443e1b3a..a20dc812e02 100644
--- a/docs/ru/sql-reference/statements/create/dictionary.md
+++ b/docs/ru/sql-reference/statements/create/dictionary.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 4
-toc_title: Словарь
+toc_priority: 38
+toc_title: "\u0421\u043b\u043e\u0432\u0430\u0440\u044c"
 ---
 
 # CREATE DICTIONARY {#create-dictionary-query}
diff --git a/docs/ru/sql-reference/statements/create/index.md b/docs/ru/sql-reference/statements/create/index.md
index f6399cfba11..28ddce2afe3 100644
--- a/docs/ru/sql-reference/statements/create/index.md
+++ b/docs/ru/sql-reference/statements/create/index.md
@@ -1,7 +1,7 @@
 ---
 toc_folder_title: CREATE
-toc_priority: 35
-toc_title: Обзор
+toc_priority: 34
+toc_title: "\u041e\u0431\u0437\u043e\u0440"
 ---
 
 # Запросы CREATE {#create-queries}
diff --git a/docs/ru/sql-reference/statements/create/quota.md b/docs/ru/sql-reference/statements/create/quota.md
index 6351de2d38a..fe18869bf2e 100644
--- a/docs/ru/sql-reference/statements/create/quota.md
+++ b/docs/ru/sql-reference/statements/create/quota.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 8
-toc_title: Квота
+toc_priority: 42
+toc_title: "\u041a\u0432\u043e\u0442\u0430"
 ---
 
 # CREATE QUOTA {#create-quota-statement}
diff --git a/docs/ru/sql-reference/statements/create/role.md b/docs/ru/sql-reference/statements/create/role.md
index b8c0fc2b453..b9e529fb213 100644
--- a/docs/ru/sql-reference/statements/create/role.md
+++ b/docs/ru/sql-reference/statements/create/role.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 6
-toc_title: Роль
+toc_priority: 40
+toc_title: "\u0420\u043e\u043b\u044c"
 ---
 
 # CREATE ROLE {#create-role-statement}
diff --git a/docs/ru/sql-reference/statements/create/row-policy.md b/docs/ru/sql-reference/statements/create/row-policy.md
index 7ec28761452..a62e275a046 100644
--- a/docs/ru/sql-reference/statements/create/row-policy.md
+++ b/docs/ru/sql-reference/statements/create/row-policy.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 7
-toc_title: Политика доступа
+toc_priority: 41
+toc_title: "\u041f\u043e\u043b\u0438\u0442\u0438\u043a\u0430\u0020\u0434\u043e\u0441\u0442\u0443\u043f\u0430"
 ---
 
 # CREATE ROW POLICY {#create-row-policy-statement}
diff --git a/docs/ru/sql-reference/statements/create/settings-profile.md b/docs/ru/sql-reference/statements/create/settings-profile.md
index 70c90b53565..9d525023af2 100644
--- a/docs/ru/sql-reference/statements/create/settings-profile.md
+++ b/docs/ru/sql-reference/statements/create/settings-profile.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 9
-toc_title: Профиль настроек
+toc_priority: 43
+toc_title: "\u041f\u0440\u043e\u0444\u0438\u043b\u044c\u0020\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a"
 ---
 
 # CREATE SETTINGS PROFILE {#create-settings-profile-statement}
diff --git a/docs/ru/sql-reference/statements/create/table.md b/docs/ru/sql-reference/statements/create/table.md
index 74eb0ff56e7..d54ec189a1a 100644
--- a/docs/ru/sql-reference/statements/create/table.md
+++ b/docs/ru/sql-reference/statements/create/table.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 2
-toc_title: Таблица
+toc_priority: 36
+toc_title: "\u0422\u0430\u0431\u043b\u0438\u0446\u0430"
 ---
 
 # CREATE TABLE {#create-table-query}
@@ -119,7 +119,18 @@ ENGINE = <Engine>
 ...
 ```
 
-Если задать кодек для столбца, то кодек по умолчанию не применяется. Кодеки можно последовательно комбинировать, например, `CODEC(Delta, ZSTD)`. Чтобы выбрать наиболее подходящую для вашего проекта комбинацию кодеков, необходимо провести сравнительные тесты, подобные тем, что описаны в статье Altinity [New Encodings to Improve ClickHouse Efficiency](https://www.altinity.com/blog/2019/7/new-encodings-to-improve-clickhouse).
+Если кодек `Default` задан для столбца, используется сжатие по умолчанию, которое может зависеть от различных настроек (и свойств данных) во время выполнения.
+Пример: `value UInt64 CODEC(Default)` — то же самое, что не указать кодек.
+
+Также можно подменить кодек столбца сжатием по умолчанию, определенным в config.xml:
+
+``` sql
+ALTER TABLE codec_example MODIFY COLUMN float_value CODEC(Default);
+```
+
+Кодеки можно последовательно комбинировать, например, `CODEC(Delta, Default)`. 
+
+Чтобы выбрать наиболее подходящую для вашего проекта комбинацию кодеков, необходимо провести сравнительные тесты, подобные тем, что описаны в статье Altinity [New Encodings to Improve ClickHouse Efficiency](https://www.altinity.com/blog/2019/7/new-encodings-to-improve-clickhouse). Для столбцов типа `ALIAS` кодеки не применяются.
 
 !!! warning "Предупреждение"
     Нельзя распаковать базу данных ClickHouse с помощью сторонних утилит наподобие `lz4`. Необходимо использовать специальную утилиту [clickhouse-compressor](https://github.com/ClickHouse/ClickHouse/tree/master/programs/compressor).
@@ -195,4 +206,4 @@ CREATE TEMPORARY TABLE [IF NOT EXISTS] table_name
 
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/table) 
-<!--hide-->
\ No newline at end of file
+<!--hide-->
diff --git a/docs/ru/sql-reference/statements/create/user.md b/docs/ru/sql-reference/statements/create/user.md
index 3c04b4df86c..e7af1659a1b 100644
--- a/docs/ru/sql-reference/statements/create/user.md
+++ b/docs/ru/sql-reference/statements/create/user.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 5
-toc_title: Пользователь
+toc_priority: 39
+toc_title: "\u041f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c"
 ---
 
 # CREATE USER {#create-user-statement}
diff --git a/docs/ru/sql-reference/statements/create/view.md b/docs/ru/sql-reference/statements/create/view.md
index caa3d04659e..09026874948 100644
--- a/docs/ru/sql-reference/statements/create/view.md
+++ b/docs/ru/sql-reference/statements/create/view.md
@@ -1,6 +1,6 @@
 ---
-toc_priority: 3
-toc_title: Представление
+toc_priority: 37
+toc_title: "\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435"
 ---
 
 # CREATE VIEW {#create-view}
@@ -13,7 +13,7 @@ toc_title: Представление
 CREATE [OR REPLACE] VIEW [IF NOT EXISTS] [db.]table_name [ON CLUSTER] AS SELECT ...
 ```
 
-Normal views don’t store any data, they just perform a read from another table on each access. In other words, a normal view is nothing more than a saved query. When reading from a view, this saved query is used as a subquery in the [FROM](../../../sql-reference/statements/select/from.md) clause.
+Обычные представления не хранят никаких данных, они выполняют чтение данных из другой таблицы при каждом доступе. Другими словами, обычное представление - это не что иное, как сохраненный запрос. При чтении данных из представления этот сохраненный запрос используется как подзапрос в секции [FROM](../../../sql-reference/statements/select/from.md).
 
 Для примера, пусть вы создали представление:
 
diff --git a/docs/ru/sql-reference/statements/describe-table.md b/docs/ru/sql-reference/statements/describe-table.md
index 5b38dca5833..64ed61de232 100644
--- a/docs/ru/sql-reference/statements/describe-table.md
+++ b/docs/ru/sql-reference/statements/describe-table.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 44
+toc_priority: 42
 toc_title: DESCRIBE
 ---
 
diff --git a/docs/ru/sql-reference/statements/detach.md b/docs/ru/sql-reference/statements/detach.md
index 172e86179c8..00d0a4b20c6 100644
--- a/docs/ru/sql-reference/statements/detach.md
+++ b/docs/ru/sql-reference/statements/detach.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 45
+toc_priority: 43
 toc_title: DETACH
 ---
 
diff --git a/docs/ru/sql-reference/statements/drop.md b/docs/ru/sql-reference/statements/drop.md
index 22e553cfdac..514a92db91f 100644
--- a/docs/ru/sql-reference/statements/drop.md
+++ b/docs/ru/sql-reference/statements/drop.md
@@ -1,110 +1,100 @@
 ---
-toc_priority: 46
+toc_priority: 44
 toc_title: DROP
 ---
 
 # DROP {#drop}
 
-Удаляет существующий объект. 
-Если указано `IF EXISTS` - не выдавать ошибку, если объекта не существует.
+Удаляет существующий объект. Если указано `IF EXISTS` - не выдавать ошибку, если объекта не существует.
 
 ## DROP DATABASE {#drop-database}
 
+Удаляет все таблицы в базе данных `db`, затем удаляет саму базу данных `db`.
+
+Синтаксис:
+
 ``` sql
 DROP DATABASE [IF EXISTS] db [ON CLUSTER cluster]
 ```
 
-Удаляет все таблицы в базе данных db, затем удаляет саму базу данных db.
-
-
 ## DROP TABLE {#drop-table}
 
+Удаляет таблицу.
+
+Синтаксис:
+
 ``` sql
 DROP [TEMPORARY] TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-Удаляет таблицу.
-
-
 ## DROP DICTIONARY {#drop-dictionary}
 
+Удаляет словарь.
+
+Синтаксис:
+
 ``` sql
 DROP DICTIONARY [IF EXISTS] [db.]name
 ```
 
-Удаляет словарь.
-
-
 ## DROP USER {#drop-user-statement}
 
 Удаляет пользователя.
 
-### Синтаксис {#drop-user-syntax}
+Синтаксис:
 
 ```sql
 DROP USER [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-
 ## DROP ROLE {#drop-role-statement}
 
-Удаляет роль.
+Удаляет роль. При удалении роль отзывается у всех объектов системы доступа, которым она присвоена.
 
-При удалении роль отзывается у всех объектов системы доступа, которым она присвоена.
-
-### Синтаксис {#drop-role-syntax}
+Синтаксис:
 
 ```sql
 DROP ROLE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-
 ## DROP ROW POLICY {#drop-row-policy-statement}
 
-Удаляет политику доступа к строкам.
+Удаляет политику доступа к строкам. При удалении политика отзывается у всех объектов системы доступа, которым она присвоена.
 
-При удалении политика отзывается у всех объектов системы доступа, которым она присвоена.
-
-### Синтаксис {#drop-row-policy-syntax}
+Синтаксис:
 
 ``` sql
 DROP [ROW] POLICY [IF EXISTS] name [,...] ON [database.]table [,...] [ON CLUSTER cluster_name]
 ```
 
-
 ## DROP QUOTA {#drop-quota-statement}
 
-Удаляет квоту.
+Удаляет квоту. При удалении квота отзывается у всех объектов системы доступа, которым она присвоена.
 
-При удалении квота отзывается у всех объектов системы доступа, которым она присвоена.
-
-### Синтаксис {#drop-quota-syntax}
+Синтаксис:
 
 ``` sql
 DROP QUOTA [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-
 ## DROP SETTINGS PROFILE {#drop-settings-profile-statement}
 
-Удаляет профиль настроек.
+Удаляет профиль настроек. При удалении профиль отзывается у всех объектов системы доступа, которым он присвоен.
 
-При удалении профиль отзывается у всех объектов системы доступа, которым он присвоен.
-
-### Синтаксис {#drop-settings-profile-syntax}
+Синтаксис:
 
 ``` sql
 DROP [SETTINGS] PROFILE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 ```
 
-
 ## DROP VIEW {#drop-view}
 
+Удаляет представление. Представления могут быть удалены и командой `DROP TABLE`, но команда `DROP VIEW` проверяет, что `[db.]name` является представлением.
+
+Синтаксис:
+
 ``` sql
 DROP VIEW [IF EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-Удаляет представление. Представления могут быть удалены и командой `DROP TABLE`, но команда `DROP VIEW` проверяет, что `[db.]name` является представлением.
-
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/drop/) <!--hide-->
+[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/drop/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/exists.md b/docs/ru/sql-reference/statements/exists.md
index 865d23ad622..0b2fd69273c 100644
--- a/docs/ru/sql-reference/statements/exists.md
+++ b/docs/ru/sql-reference/statements/exists.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 47
+toc_priority: 45
 toc_title: EXISTS
 ---
 
diff --git a/docs/ru/sql-reference/statements/grant.md b/docs/ru/sql-reference/statements/grant.md
index 8eea84ac594..d38e2ea38a0 100644
--- a/docs/ru/sql-reference/statements/grant.md
+++ b/docs/ru/sql-reference/statements/grant.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 38
+toc_title: GRANT
+---
+
 # GRANT
 
 - Присваивает [привилегии](#grant-privileges) пользователям или ролям ClickHouse.
@@ -79,6 +84,7 @@ GRANT SELECT(x,y) ON db.table TO john WITH GRANT OPTION
             - `ALTER RENAME COLUMN`
         - `ALTER INDEX`
             - `ALTER ORDER BY`
+            - `ALTER SAMPLE BY`			
             - `ALTER ADD INDEX`
             - `ALTER DROP INDEX`
             - `ALTER MATERIALIZE INDEX`
@@ -264,6 +270,7 @@ GRANT INSERT(x,y) ON db.table TO john
             - `ALTER RENAME COLUMN`. Уровень: `COLUMN`. Алиасы: `RENAME COLUMN`
         - `ALTER INDEX`. Уровень: `GROUP`. Алиасы: `INDEX`
             - `ALTER ORDER BY`. Уровень: `TABLE`. Алиасы: `ALTER MODIFY ORDER BY`, `MODIFY ORDER BY`
+            - `ALTER SAMPLE BY`. Уровень: `TABLE`. Алиасы: `ALTER MODIFY SAMPLE BY`, `MODIFY SAMPLE BY`			
             - `ALTER ADD INDEX`. Уровень: `TABLE`. Алиасы: `ADD INDEX`
             - `ALTER DROP INDEX`. Уровень: `TABLE`. Алиасы: `DROP INDEX`
             - `ALTER MATERIALIZE INDEX`. Уровень: `TABLE`. Алиасы: `MATERIALIZE INDEX`
diff --git a/docs/ru/sql-reference/statements/insert-into.md b/docs/ru/sql-reference/statements/insert-into.md
index 281b708f3f9..0d38be81ac6 100644
--- a/docs/ru/sql-reference/statements/insert-into.md
+++ b/docs/ru/sql-reference/statements/insert-into.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 34
+toc_priority: 33
 toc_title: INSERT INTO
 ---
 
@@ -13,7 +13,55 @@ toc_title: INSERT INTO
 INSERT INTO [db.]table [(c1, c2, c3)] VALUES (v11, v12, v13), (v21, v22, v23), ...
 ```
 
-В запросе можно указать список столбцов для вставки `[(c1, c2, c3)]`. В этом случае, в остальные столбцы записываются:
+Вы можете указать список столбцов для вставки, используя следующий синтаксис: `(c1, c2, c3)` или `COLUMNS(c1,c2,c3)`. 
+
+Можно не перечислять все необходимые столбцы, а использовать синтаксис `(* EXCEPT(column_list))`.
+
+В качестве примера рассмотрим таблицу:
+
+``` sql
+SHOW CREATE insert_select_testtable
+```
+
+```
+┌─statement────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ CREATE TABLE insert_select_testtable
+(
+    `a` Int8,
+    `b` String,
+    `c` Int8
+)
+ENGINE = MergeTree()
+ORDER BY a
+SETTINGS index_granularity = 8192 │
+└──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+``` sql
+INSERT INTO insert_select_testtable (*) VALUES (1, 'a', 1) 
+```
+
+Если вы хотите вставить данные во все столбцы, кроме 'b', вам нужно передать столько значений, сколько столбцов вы указали в скобках:
+
+``` sql
+INSERT INTO insert_select_testtable (* EXCEPT(b)) Values (2, 2)
+```
+
+``` sql
+SELECT * FROM insert_select_testtable
+```
+
+```
+┌─a─┬─b─┬─c─┐
+│ 2 │   │ 2 │
+└───┴───┴───┘
+┌─a─┬─b─┬─c─┐
+│ 1 │ a │ 1 │
+└───┴───┴───┘
+```
+
+В этом примере мы видим, что вторая строка содержит столбцы `a` и `c`, заполненные переданными значениями и `b`, заполненный значением по умолчанию.
+Если список столбцов не включает все существующие столбцы, то все остальные столбцы заполняются следующим образом:
 
 -   Значения, вычисляемые из `DEFAULT` выражений, указанных в определении таблицы.
 -   Нули и пустые строки, если `DEFAULT` не определены.
diff --git a/docs/ru/sql-reference/statements/kill.md b/docs/ru/sql-reference/statements/kill.md
index dd2f24ffa27..e2556a7f782 100644
--- a/docs/ru/sql-reference/statements/kill.md
+++ b/docs/ru/sql-reference/statements/kill.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 48
+toc_priority: 46
 toc_title: KILL
 ---
 
diff --git a/docs/ru/sql-reference/statements/optimize.md b/docs/ru/sql-reference/statements/optimize.md
index dc70d86a1a0..9b94c31a8f7 100644
--- a/docs/ru/sql-reference/statements/optimize.md
+++ b/docs/ru/sql-reference/statements/optimize.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 49
+toc_priority: 47
 toc_title: OPTIMIZE
 ---
 
diff --git a/docs/ru/sql-reference/statements/rename.md b/docs/ru/sql-reference/statements/rename.md
index 9f6069d8a94..94bf3c682a1 100644
--- a/docs/ru/sql-reference/statements/rename.md
+++ b/docs/ru/sql-reference/statements/rename.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 50
+toc_priority: 48
 toc_title: RENAME
 ---
 
diff --git a/docs/ru/sql-reference/statements/revoke.md b/docs/ru/sql-reference/statements/revoke.md
index 1d2928bb76e..339746b8591 100644
--- a/docs/ru/sql-reference/statements/revoke.md
+++ b/docs/ru/sql-reference/statements/revoke.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 39
+toc_title: REVOKE
+---
+
 # REVOKE
 
 Отзывает привилегии у пользователей или ролей.
diff --git a/docs/ru/sql-reference/statements/select/array-join.md b/docs/ru/sql-reference/statements/select/array-join.md
index f8f11ba1b17..a3abf9e5e2e 100644
--- a/docs/ru/sql-reference/statements/select/array-join.md
+++ b/docs/ru/sql-reference/statements/select/array-join.md
@@ -1,3 +1,7 @@
+---
+toc_title: ARRAY JOIN
+---
+
 # Секция ARRAY JOIN {#select-array-join-clause}
 
 Типовая операция для таблиц, содержащих столбец-массив — произвести новую таблицу, которая будет иметь столбец с каждым отдельным элементом массивов из изначального столбца, в то время как значения других столбцов дублируются. Это основной сценарий использования секции `ARRAY JOIN`.
diff --git a/docs/ru/sql-reference/statements/select/distinct.md b/docs/ru/sql-reference/statements/select/distinct.md
index 62e2e25b7e5..9d620079f6b 100644
--- a/docs/ru/sql-reference/statements/select/distinct.md
+++ b/docs/ru/sql-reference/statements/select/distinct.md
@@ -1,3 +1,7 @@
+---
+toc_title: DISTINCT
+---
+
 # Секция DISTINCT {#select-distinct}
 
 Если указан `SELECT DISTINCT`, то в результате запроса останутся только уникальные строки. Таким образом, из всех наборов полностью совпадающих строк в результате останется только одна строка.
diff --git a/docs/ru/sql-reference/statements/select/format.md b/docs/ru/sql-reference/statements/select/format.md
index dad0ef0d62c..18972ddd82b 100644
--- a/docs/ru/sql-reference/statements/select/format.md
+++ b/docs/ru/sql-reference/statements/select/format.md
@@ -1,3 +1,7 @@
+---
+toc_title: FORMAT
+---
+
 # Секция FORMAT {#format-clause}
 
 ClickHouse поддерживает широкий спектр [форматов сериализации](../../../interfaces/formats.md) это может быть использовано, в частности, для результатов запросов. Существует несколько способов выбора формата для `SELECT`, один из них заключается в том, чтобы указать `FORMAT format` в конце запроса, чтобы получить результирующие данные в любом конкретном формате.
diff --git a/docs/ru/sql-reference/statements/select/from.md b/docs/ru/sql-reference/statements/select/from.md
index ac0ab1dcd3f..491bbfe892b 100644
--- a/docs/ru/sql-reference/statements/select/from.md
+++ b/docs/ru/sql-reference/statements/select/from.md
@@ -1,3 +1,7 @@
+---
+toc_title: FROM
+---
+
 # Секция FROM {#select-from}
 
 В секции `FROM` указывается источник, из которого будут читаться данные:
diff --git a/docs/ru/sql-reference/statements/select/group-by.md b/docs/ru/sql-reference/statements/select/group-by.md
index 9581f477af5..a0454ef1d91 100644
--- a/docs/ru/sql-reference/statements/select/group-by.md
+++ b/docs/ru/sql-reference/statements/select/group-by.md
@@ -1,3 +1,7 @@
+---
+toc_title: GROUP BY
+---
+
 # Секция GROUP BY {#select-group-by-clause}
 
 Секция `GROUP BY` переключает `SELECT` запрос в режим агрегации, который работает следующим образом:
diff --git a/docs/ru/sql-reference/statements/select/having.md b/docs/ru/sql-reference/statements/select/having.md
index 83f58c5566f..dc701df906f 100644
--- a/docs/ru/sql-reference/statements/select/having.md
+++ b/docs/ru/sql-reference/statements/select/having.md
@@ -1,3 +1,7 @@
+---
+toc_title: HAVING
+---
+
 # Секция HAVING {#having-clause}
 
 Позволяет фильтровать результаты агрегации, полученные с помощью [GROUP BY](group-by.md). Разница с [WHERE](where.md) в том, что `WHERE` выполняется перед агрегацией, в то время как `HAVING` выполняется после него.
diff --git a/docs/ru/sql-reference/statements/select/index.md b/docs/ru/sql-reference/statements/select/index.md
index b735d37118c..f5fe2788370 100644
--- a/docs/ru/sql-reference/statements/select/index.md
+++ b/docs/ru/sql-reference/statements/select/index.md
@@ -1,6 +1,8 @@
 ---
-toc_priority: 33
-toc_title: SELECT
+title: "\u0421\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441\u0020\u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432\u0020\u0053\u0045\u004c\u0045\u0043\u0054"
+toc_folder_title: SELECT
+toc_priority: 32
+toc_title: "\u041e\u0431\u0437\u043e\u0440"
 ---
 
 # Синтаксис запросов SELECT {#select-queries-syntax}
diff --git a/docs/ru/sql-reference/statements/select/into-outfile.md b/docs/ru/sql-reference/statements/select/into-outfile.md
index 0f5cf01e9d1..f956903f8b4 100644
--- a/docs/ru/sql-reference/statements/select/into-outfile.md
+++ b/docs/ru/sql-reference/statements/select/into-outfile.md
@@ -1,3 +1,7 @@
+---
+toc_title: INTO OUTFILE
+---
+
 # Секция INTO OUTFILE  {#into-outfile-clause}
 
 Чтобы перенаправить вывод `SELECT` запроса в указанный файл на стороне клиента, добавьте к нему секцию `INTO OUTFILE filename` (где filename — строковый литерал).
diff --git a/docs/ru/sql-reference/statements/select/join.md b/docs/ru/sql-reference/statements/select/join.md
index 6f1b5e2cde6..c5548d74156 100644
--- a/docs/ru/sql-reference/statements/select/join.md
+++ b/docs/ru/sql-reference/statements/select/join.md
@@ -1,3 +1,7 @@
+---
+toc_title: JOIN
+---
+
 # Секция JOIN {#select-join}
 
 Join создаёт новую таблицу путем объединения столбцов из одной или нескольких таблиц с использованием общих для каждой из них значений. Это обычная операция в базах данных с поддержкой SQL, которая соответствует join из [реляционной алгебры](https://en.wikipedia.org/wiki/Relational_algebra#Joins_and_join-like_operators). Частный случай соединения одной таблицы часто называют «self-join».
diff --git a/docs/ru/sql-reference/statements/select/limit-by.md b/docs/ru/sql-reference/statements/select/limit-by.md
index ea5d467ae4f..fba81c023b5 100644
--- a/docs/ru/sql-reference/statements/select/limit-by.md
+++ b/docs/ru/sql-reference/statements/select/limit-by.md
@@ -1,3 +1,7 @@
+---
+toc_title: LIMIT BY
+---
+
 # Секция LIMIT BY {#limit-by-clause}
 
 Запрос с секцией `LIMIT n BY expressions` выбирает первые `n` строк для каждого отличного значения `expressions`. Ключ `LIMIT BY` может содержать любое количество [выражений](../../syntax.md#syntax-expressions).
diff --git a/docs/ru/sql-reference/statements/select/prewhere.md b/docs/ru/sql-reference/statements/select/prewhere.md
index 1c8595d8e0c..c2a02b1a436 100644
--- a/docs/ru/sql-reference/statements/select/prewhere.md
+++ b/docs/ru/sql-reference/statements/select/prewhere.md
@@ -1,3 +1,7 @@
+---
+toc_title: PREWHERE
+---
+
 # Секция PREWHERE {#prewhere-clause}
 
 Prewhere — это оптимизация для более эффективного применения фильтрации. Она включена по умолчанию, даже если секция `PREWHERE` явно не указана. В этом случае работает автоматическое перемещение части выражения из [WHERE](where.md) до стадии prewhere. Роль секции `PREWHERE` только для управления этой оптимизацией, если вы думаете, что знаете, как сделать перемещение условия лучше, чем это происходит по умолчанию.
diff --git a/docs/ru/sql-reference/statements/select/sample.md b/docs/ru/sql-reference/statements/select/sample.md
index ca6b49c9ad6..a71e8256f0f 100644
--- a/docs/ru/sql-reference/statements/select/sample.md
+++ b/docs/ru/sql-reference/statements/select/sample.md
@@ -1,3 +1,7 @@
+---
+toc_title: SAMPLE
+---
+
 # Секция SAMPLE {#select-sample-clause}
 
 Секция `SAMPLE` позволяет выполнять запросы приближённо. Например, чтобы посчитать статистику по всем визитам, можно обработать 1/10 всех визитов и результат домножить на 10.
diff --git a/docs/ru/sql-reference/statements/select/union-all.md b/docs/ru/sql-reference/statements/select/union-all.md
index bffd667fa1d..b9d1f485a7b 100644
--- a/docs/ru/sql-reference/statements/select/union-all.md
+++ b/docs/ru/sql-reference/statements/select/union-all.md
@@ -1,3 +1,7 @@
+---
+toc_title: UNION ALL
+---
+
 # Секция UNION ALL {#union-all-clause}
 
 Вы можете использовать `UNION ALL` чтобы объединить любое количество `SELECT` запросы путем расширения их результатов. Пример:
diff --git a/docs/ru/sql-reference/statements/select/where.md b/docs/ru/sql-reference/statements/select/where.md
index 63d081db43d..8cb8e634303 100644
--- a/docs/ru/sql-reference/statements/select/where.md
+++ b/docs/ru/sql-reference/statements/select/where.md
@@ -1,3 +1,7 @@
+---
+toc_title: WHERE
+---
+
 # Секция WHERE {#select-where}
 
 Позволяет задать выражение, которое ClickHouse использует для фильтрации данных перед всеми другими действиями в запросе кроме выражений, содержащихся в секции [PREWHERE](prewhere.md#prewhere-clause). Обычно, это выражение с логическими операторами.
diff --git a/docs/ru/sql-reference/statements/select/with.md b/docs/ru/sql-reference/statements/select/with.md
index a5be733866f..328b28c27ef 100644
--- a/docs/ru/sql-reference/statements/select/with.md
+++ b/docs/ru/sql-reference/statements/select/with.md
@@ -1,15 +1,22 @@
-# Секция WITH {#sektsiia-with}
+---
+toc_title: WITH
+---
 
-Данная секция представляет собой [Common Table Expressions](https://ru.wikipedia.org/wiki/Иерархические_и_рекурсивные_запросы_в_SQL), то есть позволяет использовать результаты выражений из секции `WITH` в остальной части `SELECT` запроса.  
+# Секция WITH {#with-clause}
+
+Clickhouse поддерживает [Общие табличные выражения](https://ru.wikipedia.org/wiki/Иерархические_и_рекурсивные_запросы_в_SQL), то есть позволяет использовать результаты выражений из секции `WITH` в остальной части `SELECT` запроса. Именованные подзапросы могут быть включены в текущий и дочерний контекст запроса в тех местах, где разрешены табличные объекты. Рекурсия предотвращается путем скрытия общего табличного выражения текущего уровня из выражения `WITH`.
+
+## Синтаксис
+
+``` sql
+WITH <expression> AS <identifier>
+```
+или
+``` sql
+WITH <identifier> AS <subquery expression>
+```
  
-### Ограничения
-
-1. Рекурсивные запросы не поддерживаются
-2. Если в качестве выражения используется подзапрос, то результат должен содержать ровно одну строку
-3. Результаты выражений нельзя переиспользовать во вложенных запросах
-В дальнейшем, результаты выражений можно использовать в секции SELECT.
-
-### Примеры
+## Примеры
 
 **Пример 1:** Использование константного выражения как «переменной»
 
@@ -19,7 +26,7 @@ SELECT *
 FROM hits
 WHERE
     EventDate = toDate(ts_upper_bound) AND
-    EventTime <= ts_upper_bound
+    EventTime <= ts_upper_bound;
 ```
 
 **Пример 2:** Выкидывание выражения sum(bytes) из списка колонок в SELECT
@@ -31,7 +38,7 @@ SELECT
     table
 FROM system.parts
 GROUP BY table
-ORDER BY s
+ORDER BY s;
 ```
 
 **Пример 3:** Использование результатов скалярного подзапроса
@@ -50,27 +57,14 @@ SELECT
 FROM system.parts
 GROUP BY table
 ORDER BY table_disk_usage DESC
-LIMIT 10
+LIMIT 10;
 ```
 
 **Пример 4:** Переиспользование выражения
 
-В настоящий момент, переиспользование выражения из секции WITH внутри подзапроса возможно только через дублирование.
-
 ``` sql
-WITH ['hello'] AS hello
-SELECT
-    hello,
-    *
-FROM
-(
-    WITH ['hello'] AS hello
-    SELECT hello
-)
+WITH test1 AS (SELECT i + 1, j + 1 FROM test1) 
+SELECT * FROM test1;
 ```
 
-``` text
-┌─hello─────┬─hello─────┐
-│ ['hello'] │ ['hello'] │
-└───────────┴───────────┘
-```
+[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/statements/select/with/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/set-role.md b/docs/ru/sql-reference/statements/set-role.md
index 5d840fcddb7..ccbef41aa9b 100644
--- a/docs/ru/sql-reference/statements/set-role.md
+++ b/docs/ru/sql-reference/statements/set-role.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 52
+toc_priority: 50
 toc_title: SET ROLE
 ---
 
diff --git a/docs/ru/sql-reference/statements/set.md b/docs/ru/sql-reference/statements/set.md
index 0e12e2ee7bc..b60dfcf8324 100644
--- a/docs/ru/sql-reference/statements/set.md
+++ b/docs/ru/sql-reference/statements/set.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 51
+toc_priority: 49
 toc_title: SET
 ---
 
diff --git a/docs/ru/sql-reference/statements/show.md b/docs/ru/sql-reference/statements/show.md
index 575742568cb..4516a401de9 100644
--- a/docs/ru/sql-reference/statements/show.md
+++ b/docs/ru/sql-reference/statements/show.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 37
+toc_title: SHOW
+---
+
 # SHOW Queries {#show-queries}
 
 ## SHOW CREATE TABLE {#show-create-table}
@@ -10,12 +15,83 @@ SHOW CREATE [TEMPORARY] [TABLE|DICTIONARY] [db.]table [INTO OUTFILE filename] [F
 
 ## SHOW DATABASES {#show-databases}
 
-``` sql
-SHOW DATABASES [INTO OUTFILE filename] [FORMAT format]
+Выводит список всех баз данных.
+
+```sql
+SHOW DATABASES [LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE filename] [FORMAT format]
 ```
 
-Выводит список всех баз данных.
-Запрос полностью аналогичен запросу `SELECT name FROM system.databases [INTO OUTFILE filename] [FORMAT format]`.
+Этот запрос идентичен запросу:
+
+```sql
+SELECT name FROM system.databases [WHERE name LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE filename] [FORMAT format]
+```
+
+### Примеры {#examples}
+
+Получение списка баз данных, имена которых содержат последовательность символов 'de':
+
+``` sql
+SHOW DATABASES LIKE '%de%'
+```
+
+Результат:
+
+``` text
+┌─name────┐
+│ default │
+└─────────┘
+```
+
+Получение списка баз данных, имена которых содержат последовательность символов 'de' независимо от регистра:
+
+``` sql
+SHOW DATABASES ILIKE '%DE%'
+```
+
+Результат:
+
+``` text
+┌─name────┐
+│ default │
+└─────────┘
+```
+
+Получение списка баз данных, имена которых не содержат последовательность символов 'de':
+
+``` sql
+SHOW DATABASES NOT LIKE '%de%'
+```
+
+Результат:
+
+``` text
+┌─name───────────────────────────┐
+│ _temporary_and_external_tables │
+│ system                         │
+│ test                           │
+│ tutorial                       │
+└────────────────────────────────┘
+```
+
+Получение первых двух строк из списка имен баз данных:
+
+``` sql
+SHOW DATABASES LIMIT 2
+```
+
+Результат:
+
+``` text
+┌─name───────────────────────────┐
+│ _temporary_and_external_tables │
+│ default                        │
+└────────────────────────────────┘
+```
+
+### Смотрите также {#see-also}
+
+-   [CREATE DATABASE](https://clickhouse.tech/docs/ru/sql-reference/statements/create/database/#query-language-create-database)
 
 ## SHOW PROCESSLIST {#show-processlist}
 
@@ -37,33 +113,86 @@ $ watch -n1 "clickhouse-client --query='SHOW PROCESSLIST'"
 
 Выводит список таблиц.
 
-``` sql
-SHOW [TEMPORARY] TABLES [{FROM | IN} <db>] [LIKE '<pattern>' | WHERE expr] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
+```sql
+SHOW [TEMPORARY] TABLES [{FROM | IN} <db>] [LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
 ```
 
-Если секция `FROM` не используется, то запрос возвращает список таблиц из текущей базы данных.
+Если условие `FROM` не указано, запрос возвращает список таблиц из текущей базы данных.
 
-Результат, идентичный тому, что выдаёт запрос `SHOW TABLES` можно получить также запросом следующего вида:
+Этот запрос идентичен запросу:
 
-``` sql
-SELECT name FROM system.tables WHERE database = <db> [AND name LIKE <pattern>] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
+```sql
+SELECT name FROM system.tables [WHERE name LIKE | ILIKE | NOT LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
 ```
 
-**Пример**
+### Примеры {#examples}
 
-Следующий запрос выбирает первые две строки из списка таблиц в базе данных `system`, чьи имена содержат `co`.
+Получение списка таблиц, имена которых содержат последовательность символов 'user':
 
 ``` sql
-SHOW TABLES FROM system LIKE '%co%' LIMIT 2
+SHOW TABLES FROM system LIKE '%user%'
 ```
 
+Результат:
+
+``` text
+┌─name─────────────┐
+│ user_directories │
+│ users            │
+└──────────────────┘
+```
+
+Получение списка таблиц, имена которых содержат последовательность символов 'user' без учета регистра:
+
+``` sql
+SHOW TABLES FROM system ILIKE '%USER%'
+```
+
+Результат:
+
+``` text
+┌─name─────────────┐
+│ user_directories │
+│ users            │
+└──────────────────┘
+```
+
+Получение списка таблиц, имена которых не содержат символ 's':
+
+``` sql
+SHOW TABLES FROM system NOT LIKE '%s%'
+```
+
+Результат:
+
+``` text
+┌─name─────────┐
+│ metric_log   │
+│ metric_log_0 │
+│ metric_log_1 │
+└──────────────┘
+```
+
+Получение первых двух строк из списка таблиц:
+
+``` sql
+SHOW TABLES FROM system LIMIT 2
+```
+
+Результат:
+
 ``` text
 ┌─name───────────────────────────┐
 │ aggregate_function_combinators │
-│ collations                     │
+│ asynchronous_metric_log        │
 └────────────────────────────────┘
 ```
 
+### Смотрите также {#see-also}
+
+-   [Create Tables](https://clickhouse.tech/docs/ru/getting-started/tutorial/#create-tables)
+-   [SHOW CREATE TABLE](https://clickhouse.tech/docs/ru/sql-reference/statements/show/#show-create-table)
+
 ## SHOW DICTIONARIES {#show-dictionaries}
 
 Выводит список [внешних словарей](../../sql-reference/statements/show.md).
diff --git a/docs/ru/sql-reference/statements/system.md b/docs/ru/sql-reference/statements/system.md
index 1ba3a7555b9..4780e9b613f 100644
--- a/docs/ru/sql-reference/statements/system.md
+++ b/docs/ru/sql-reference/statements/system.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 36
+toc_title: SYSTEM
+---
+
 # Запросы SYSTEM {#query-language-system}
 
 -   [RELOAD EMBEDDED DICTIONARIES](#query_language-system-reload-emdedded-dictionaries) 
diff --git a/docs/ru/sql-reference/statements/truncate.md b/docs/ru/sql-reference/statements/truncate.md
index f8806496e48..4909d349658 100644
--- a/docs/ru/sql-reference/statements/truncate.md
+++ b/docs/ru/sql-reference/statements/truncate.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 53
+toc_priority: 51
 toc_title: TRUNCATE
 ---
 
diff --git a/docs/ru/sql-reference/statements/use.md b/docs/ru/sql-reference/statements/use.md
index 84b0f5ed13f..c84329ea5ff 100644
--- a/docs/ru/sql-reference/statements/use.md
+++ b/docs/ru/sql-reference/statements/use.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 54
+toc_priority: 52
 toc_title: USE
 ---
 
diff --git a/docs/ru/sql-reference/syntax.md b/docs/ru/sql-reference/syntax.md
index 5c819002cbe..ca73d3a137e 100644
--- a/docs/ru/sql-reference/syntax.md
+++ b/docs/ru/sql-reference/syntax.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 31
+toc_title: "\u0421\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441"
+---
+
 # Синтаксис {#sintaksis}
 
 В системе есть два вида парсеров: полноценный парсер SQL (recursive descent parser) и парсер форматов данных (быстрый потоковый парсер).
diff --git a/docs/ru/sql-reference/table-functions/file.md b/docs/ru/sql-reference/table-functions/file.md
index 4581fa081d7..d3e6e106125 100644
--- a/docs/ru/sql-reference/table-functions/file.md
+++ b/docs/ru/sql-reference/table-functions/file.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 37
+toc_title: file
+---
+
 # file {#file}
 
 Создаёт таблицу из файла. Данная табличная функция похожа на табличные функции [file](file.md) и [hdfs](hdfs.md).
diff --git a/docs/ru/sql-reference/table-functions/generate.md b/docs/ru/sql-reference/table-functions/generate.md
index 9e6d36b2a4b..47b7e43bc86 100644
--- a/docs/ru/sql-reference/table-functions/generate.md
+++ b/docs/ru/sql-reference/table-functions/generate.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 47
+toc_title: generateRandom
+---
+
 # generateRandom {#generaterandom}
 
 Генерирует случайные данные с заданной схемой.
diff --git a/docs/ru/sql-reference/table-functions/hdfs.md b/docs/ru/sql-reference/table-functions/hdfs.md
index e90f27a2eca..6edd70b7b1b 100644
--- a/docs/ru/sql-reference/table-functions/hdfs.md
+++ b/docs/ru/sql-reference/table-functions/hdfs.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 45
+toc_title: hdfs
+---
+
 # hdfs {#hdfs}
 
 Создаёт таблицу из файла в HDFS. Данная табличная функция похожа на табличные функции [url](url.md) и [file](file.md).
diff --git a/docs/ru/sql-reference/table-functions/input.md b/docs/ru/sql-reference/table-functions/input.md
index 399268f9af6..96cf7515d52 100644
--- a/docs/ru/sql-reference/table-functions/input.md
+++ b/docs/ru/sql-reference/table-functions/input.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 46
+toc_title: input
+---
+
 # input {#input}
 
 `input(structure)` - табличная функция, позволяющая эффективно преобразовывать и вставлять отправленные на сервер данные,
diff --git a/docs/ru/sql-reference/table-functions/jdbc.md b/docs/ru/sql-reference/table-functions/jdbc.md
index 20ef0d1f107..d388262606f 100644
--- a/docs/ru/sql-reference/table-functions/jdbc.md
+++ b/docs/ru/sql-reference/table-functions/jdbc.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 43
+toc_title: jdbc
+---
+
 # jdbc {#jdbc}
 
 `jdbc(jdbc_connection_uri, schema, table)` - возвращает таблицу, соединение с которой происходит через JDBC-драйвер.
diff --git a/docs/ru/sql-reference/table-functions/merge.md b/docs/ru/sql-reference/table-functions/merge.md
index d4e66391382..0822fdfe535 100644
--- a/docs/ru/sql-reference/table-functions/merge.md
+++ b/docs/ru/sql-reference/table-functions/merge.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 38
+toc_title: merge
+---
+
 # merge {#merge}
 
 `merge(db_name, 'tables_regexp')` - создаёт временную таблицу типа Merge. Подробнее смотрите раздел «Движки таблиц, Merge».
diff --git a/docs/ru/sql-reference/table-functions/mysql.md b/docs/ru/sql-reference/table-functions/mysql.md
index 99d82022df4..21841eee67a 100644
--- a/docs/ru/sql-reference/table-functions/mysql.md
+++ b/docs/ru/sql-reference/table-functions/mysql.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 42
+toc_title: mysql
+---
+
 # mysql {#mysql}
 
 Позволяет выполнять запросы `SELECT` над данными, хранящимися на удалённом MySQL сервере.
diff --git a/docs/ru/sql-reference/table-functions/numbers.md b/docs/ru/sql-reference/table-functions/numbers.md
index 79d01dd0b92..005f400e082 100644
--- a/docs/ru/sql-reference/table-functions/numbers.md
+++ b/docs/ru/sql-reference/table-functions/numbers.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 39
+toc_title: numbers
+---
+
 # numbers {#numbers}
 
 `numbers(N)` - возвращает таблицу с единственным столбцом `number` (UInt64), содержащим натуральные числа от `0` до `N-1`.
diff --git a/docs/ru/sql-reference/table-functions/odbc.md b/docs/ru/sql-reference/table-functions/odbc.md
index 38da5066cbd..19203123840 100644
--- a/docs/ru/sql-reference/table-functions/odbc.md
+++ b/docs/ru/sql-reference/table-functions/odbc.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 44
+toc_title: odbc
+---
+
 # odbc {#table-functions-odbc}
 
 Возвращает таблицу, подключенную через [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
diff --git a/docs/ru/sql-reference/table-functions/remote.md b/docs/ru/sql-reference/table-functions/remote.md
index 944500b57a0..901317a805d 100644
--- a/docs/ru/sql-reference/table-functions/remote.md
+++ b/docs/ru/sql-reference/table-functions/remote.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 40
+toc_title: remote
+---
+
 # remote, remoteSecure {#remote-remotesecure}
 
 Позволяет обратиться к удалённым серверам без создания таблицы типа `Distributed`.
diff --git a/docs/ru/sql-reference/table-functions/url.md b/docs/ru/sql-reference/table-functions/url.md
index 4c49bc76751..0cd7c24c663 100644
--- a/docs/ru/sql-reference/table-functions/url.md
+++ b/docs/ru/sql-reference/table-functions/url.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 41
+toc_title: url
+---
+
 # url {#url}
 
 `url(URL, format, structure)` - возвращает таблицу со столбцами, указанными в
diff --git a/docs/ru/sql-reference/table-functions/view.md b/docs/ru/sql-reference/table-functions/view.md
new file mode 100644
index 00000000000..8a97253d048
--- /dev/null
+++ b/docs/ru/sql-reference/table-functions/view.md
@@ -0,0 +1,62 @@
+## view {#view}
+
+Преобразовывает подзапрос в таблицу. Функция реализовывает представления (смотрите [CREATE VIEW](https://clickhouse.tech/docs/ru/sql-reference/statements/create/view/#create-view)). Результирующая таблица не хранит данные, а только сохраняет указанный запрос `SELECT`. При чтении из таблицы, ClickHouse выполняет запрос и удаляет все ненужные столбцы из результата.
+
+**Синтаксис**
+
+``` sql
+view(subquery)
+```
+
+**Входные параметры**
+
+-   `subquery` — запрос `SELECT`.
+
+**Возвращаемое значение**
+
+-   Таблица.
+
+**Пример**
+
+Входная таблица:
+
+``` text
+┌─id─┬─name─────┬─days─┐
+│  1 │ January  │   31 │
+│  2 │ February │   29 │
+│  3 │ March    │   31 │
+│  4 │ April    │   30 │
+└────┴──────────┴──────┘
+```
+
+Запрос:
+
+``` sql
+SELECT * FROM view(SELECT name FROM months)
+```
+
+Результат:
+
+``` text
+┌─name─────┐
+│ January  │
+│ February │
+│ March    │
+│ April    │
+└──────────┘
+```
+
+Вы можете использовать функцию `view` как параметр табличных функций [remote](https://clickhouse.tech/docs/ru/sql-reference/table-functions/remote/#remote-remotesecure) и [cluster](https://clickhouse.tech/docs/ru/sql-reference/table-functions/cluster/#cluster-clusterallreplicas):
+
+``` sql
+SELECT * FROM remote(`127.0.0.1`, view(SELECT a, b, c FROM table_name))
+```
+
+``` sql
+SELECT * FROM cluster(`cluster_name`, view(SELECT a, b, c FROM table_name))
+```
+
+**Смотрите также**
+
+-   [view](https://clickhouse.tech/docs/ru/engines/table-engines/special/view/#table_engines-view)
+[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/view/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/whats-new/index.md b/docs/ru/whats-new/index.md
index a8c908088d0..b8ba6133454 100644
--- a/docs/ru/whats-new/index.md
+++ b/docs/ru/whats-new/index.md
@@ -1,6 +1,6 @@
 ---
 toc_folder_title: "\u0427\u0442\u043E \u043D\u043E\u0432\u043E\u0433\u043E?"
-toc_priority: 72
+toc_priority: 82
 ---
 
 
diff --git a/docs/ru/whats-new/security-changelog.md b/docs/ru/whats-new/security-changelog.md
index ad55e1eeb51..1f46535833d 100644
--- a/docs/ru/whats-new/security-changelog.md
+++ b/docs/ru/whats-new/security-changelog.md
@@ -1,3 +1,8 @@
+---
+toc_priority: 76
+toc_title: Security Changelog
+---
+
 # Security Changelog {#security-changelog}
 
 ## Исправлено в релизе 19.14.3.3, 2019-09-10 {#ispravleno-v-relize-19-14-3-3-2019-09-10}
diff --git a/docs/tools/requirements.txt b/docs/tools/requirements.txt
index 68a72a6a785..3c59a601ff2 100644
--- a/docs/tools/requirements.txt
+++ b/docs/tools/requirements.txt
@@ -14,7 +14,7 @@ Jinja2==2.11.2
 jinja2-highlight==0.6.1
 jsmin==2.2.2
 livereload==2.6.2
-Markdown==3.2.1
+Markdown==3.3.2
 MarkupSafe==1.1.1
 mkdocs==1.1.2
 mkdocs-htmlproofer-plugin==0.0.3
@@ -33,6 +33,6 @@ singledispatch==3.4.0.3
 six==1.15.0
 soupsieve==2.0.1
 termcolor==1.1.0
-tornado==5.1.1
+tornado==6.1
 Unidecode==1.1.1
 urllib3==1.25.10
diff --git a/docs/zh/operations/system-tables/query_log.md b/docs/zh/operations/system-tables/query_log.md
index bf3aa063a83..6d8d7a39699 100644
--- a/docs/zh/operations/system-tables/query_log.md
+++ b/docs/zh/operations/system-tables/query_log.md
@@ -3,7 +3,7 @@ machine_translated: true
 machine_translated_rev: 5decc73b5dc60054f19087d3690c4eb99446a6c3
 ---
 
-# 系统。query_log {#system_tables-query_log}
+# system.query_log {#system_tables-query_log}
 
 包含有关已执行查询的信息，例如，开始时间、处理持续时间、错误消息。
 
@@ -140,4 +140,4 @@ Settings.Values:      ['0','random','1','10000000000']
 
 **另请参阅**
 
--   [系统。query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — This table contains information about each query execution thread.
+-   [system.query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — This table contains information about each query execution thread.
diff --git a/programs/client/Client.cpp b/programs/client/Client.cpp
index 07f2a231afe..005fece3277 100644
--- a/programs/client/Client.cpp
+++ b/programs/client/Client.cpp
@@ -218,6 +218,8 @@ private:
     QueryFuzzer fuzzer;
     int query_fuzzer_runs = 0;
 
+    std::optional<Suggest> suggest;
+
     /// We will format query_id in interactive mode in various ways, the default is just to print Query id: ...
     std::vector<std::pair<String, String>> query_id_formats;
 
@@ -577,10 +579,11 @@ private:
             if (print_time_to_stderr)
                 throw Exception("time option could be specified only in non-interactive mode", ErrorCodes::BAD_ARGUMENTS);
 
+            suggest.emplace();
             if (server_revision >= Suggest::MIN_SERVER_REVISION && !config().getBool("disable_suggestion", false))
             {
                 /// Load suggestion data from the server.
-                Suggest::instance().load(connection_parameters, config().getInt("suggestion_limit"));
+                suggest->load(connection_parameters, config().getInt("suggestion_limit"));
             }
 
             /// Load command history if present.
@@ -607,7 +610,7 @@ private:
                 highlight_callback = highlight;
 
             ReplxxLineReader lr(
-                Suggest::instance(),
+                *suggest,
                 history_file,
                 config().has("multiline"),
                 query_extenders,
@@ -615,7 +618,7 @@ private:
                 highlight_callback);
 
 #elif defined(USE_READLINE) && USE_READLINE
-            ReadlineLineReader lr(Suggest::instance(), history_file, config().has("multiline"), query_extenders, query_delimiters);
+            ReadlineLineReader lr(*suggest, history_file, config().has("multiline"), query_extenders, query_delimiters);
 #else
             LineReader lr(history_file, config().has("multiline"), query_extenders, query_delimiters);
 #endif
@@ -1499,7 +1502,7 @@ private:
 
     ASTPtr parseQuery(const char * & pos, const char * end, bool allow_multi_statements)
     {
-        ParserQuery parser(end, true);
+        ParserQuery parser(end);
         ASTPtr res;
 
         const auto & settings = context.getSettingsRef();
@@ -1896,7 +1899,7 @@ private:
                     if (has_vertical_output_suffix)
                         throw Exception("Output format already specified", ErrorCodes::CLIENT_OUTPUT_FORMAT_SPECIFIED);
                     const auto & id = query_with_output->format->as<ASTIdentifier &>();
-                    current_format = id.name;
+                    current_format = id.name();
                 }
             }
 
@@ -2324,6 +2327,8 @@ public:
             ("log-level", po::value<std::string>(), "client log level")
             ("server_logs_file", po::value<std::string>(), "put server logs into specified file")
             ("query-fuzzer-runs", po::value<int>()->default_value(0), "query fuzzer runs")
+            ("opentelemetry-traceparent", po::value<std::string>(), "OpenTelemetry traceparent header as described by W3C Trace Context recommendation")
+            ("opentelemetry-tracestate", po::value<std::string>(), "OpenTelemetry tracestate header as described by W3C Trace Context recommendation")
         ;
 
         Settings cmd_settings;
@@ -2492,6 +2497,25 @@ public:
             ignore_error = true;
         }
 
+        if (options.count("opentelemetry-traceparent"))
+        {
+            std::string traceparent = options["opentelemetry-traceparent"].as<std::string>();
+            std::string error;
+            if (!context.getClientInfo().parseTraceparentHeader(
+                traceparent, error))
+            {
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Cannot parse OpenTelemetry traceparent '{}': {}",
+                    traceparent, error);
+            }
+        }
+
+        if (options.count("opentelemetry-tracestate"))
+        {
+            context.getClientInfo().opentelemetry_tracestate =
+                options["opentelemetry-tracestate"].as<std::string>();
+        }
+
         argsToConfig(common_arguments, config(), 100);
 
         clearPasswordFromCommandLine(argc, argv);
diff --git a/programs/client/Suggest.h b/programs/client/Suggest.h
index b13289ac322..03332088cbe 100644
--- a/programs/client/Suggest.h
+++ b/programs/client/Suggest.h
@@ -18,10 +18,11 @@ namespace ErrorCodes
 class Suggest : public LineReader::Suggest, boost::noncopyable
 {
 public:
-    static Suggest & instance()
+    Suggest();
+    ~Suggest()
     {
-        static Suggest instance;
-        return instance;
+        if (loading_thread.joinable())
+            loading_thread.join();
     }
 
     void load(const ConnectionParameters & connection_parameters, size_t suggestion_limit);
@@ -30,12 +31,6 @@ public:
     static constexpr int MIN_SERVER_REVISION = 54406;
 
 private:
-    Suggest();
-    ~Suggest()
-    {
-        if (loading_thread.joinable())
-            loading_thread.join();
-    }
 
     void loadImpl(Connection & connection, const ConnectionTimeouts & timeouts, size_t suggestion_limit);
     void fetch(Connection & connection, const ConnectionTimeouts & timeouts, const std::string & query);
diff --git a/programs/copier/Internals.cpp b/programs/copier/Internals.cpp
index 24b5d616af4..0f607ea5faf 100644
--- a/programs/copier/Internals.cpp
+++ b/programs/copier/Internals.cpp
@@ -168,11 +168,11 @@ ASTPtr extractOrderBy(const ASTPtr & storage_ast)
     throw Exception("ORDER BY cannot be empty", ErrorCodes::BAD_ARGUMENTS);
 }
 
-/// Wraps only identifiers with backticks. 
+/// Wraps only identifiers with backticks.
 std::string wrapIdentifiersWithBackticks(const ASTPtr & root)
 {
     if (auto identifier = std::dynamic_pointer_cast<ASTIdentifier>(root))
-        return backQuote(identifier->name);
+        return backQuote(identifier->name());
 
     if (auto function = std::dynamic_pointer_cast<ASTFunction>(root))
         return function->name + '(' + wrapIdentifiersWithBackticks(function->arguments) + ')';
@@ -214,7 +214,7 @@ Names extractPrimaryKeyColumnNames(const ASTPtr & storage_ast)
     for (size_t i = 0; i < sorting_key_size; ++i)
     {
         /// Column name could be represented as a f_1(f_2(...f_n(column_name))).
-        /// Each f_i could take one or more parameters. 
+        /// Each f_i could take one or more parameters.
         /// We will wrap identifiers with backticks to allow non-standart identifier names.
         String sorting_key_column = sorting_key_expr_list->children[i]->getColumnName();
 
diff --git a/programs/install/Install.cpp b/programs/install/Install.cpp
index ae0c22c8fcc..8290118089c 100644
--- a/programs/install/Install.cpp
+++ b/programs/install/Install.cpp
@@ -548,11 +548,27 @@ int mainEntryClickHouseInstall(int argc, char ** argv)
                            users_config_file.string(), users_d.string());
         }
 
-        /// Set capabilities for the binary.
+        /** Set capabilities for the binary.
+          *
+          * 1. Check that "setcap" tool exists.
+          * 2. Check that an arbitrary program with installed capabilities can run.
+          * 3. Set the capabilities.
+          *
+          * The second is important for Docker and systemd-nspawn.
+          * When the container has no capabilities,
+          * but the executable file inside the container has capabilities,
+          *  then attempt to run this file will end up with a cryptic "Operation not permitted" message.
+          */
 
 #if defined(__linux__)
         fmt::print("Setting capabilities for clickhouse binary. This is optional.\n");
-        std::string command = fmt::format("command -v setcap && setcap 'cap_net_admin,cap_ipc_lock,cap_sys_nice+ep' {}", main_bin_path.string());
+        std::string command = fmt::format("command -v setcap >/dev/null"
+            " && echo > {0} && chmod a+x {0} && {0} && setcap 'cap_net_admin,cap_ipc_lock,cap_sys_nice+ep' {0} && {0} && rm {0}"
+            " && setcap 'cap_net_admin,cap_ipc_lock,cap_sys_nice+ep' {1}"
+            " || echo \"Cannot set 'net_admin' or 'ipc_lock' or 'sys_nice' capability for clickhouse binary."
+                " This is optional. Taskstats accounting will be disabled."
+                " To enable taskstats accounting you may add the required capability later manually.\"",
+            "/tmp/test_setcap.sh", main_bin_path.string());
         fmt::print(" {}\n", command);
         executeScript(command);
 #endif
diff --git a/programs/local/LocalServer.cpp b/programs/local/LocalServer.cpp
index 41da477152c..b9dde555788 100644
--- a/programs/local/LocalServer.cpp
+++ b/programs/local/LocalServer.cpp
@@ -37,6 +37,7 @@
 #include <boost/program_options.hpp>
 #include <common/argsToConfig.h>
 #include <Common/TerminalSize.h>
+#include <Common/randomSeed.h>
 
 #include <filesystem>
 
@@ -47,9 +48,9 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int BAD_ARGUMENTS;
-    extern const int LOGICAL_ERROR;
     extern const int SYNTAX_ERROR;
     extern const int CANNOT_LOAD_CONFIG;
+    extern const int FILE_ALREADY_EXISTS;
 }
 
 
@@ -57,8 +58,8 @@ LocalServer::LocalServer() = default;
 
 LocalServer::~LocalServer()
 {
-    if (context)
-        context->shutdown(); /// required for properly exception handling
+    if (global_context)
+        global_context->shutdown(); /// required for properly exception handling
 }
 
 
@@ -95,9 +96,9 @@ void LocalServer::initialize(Poco::Util::Application & self)
     }
 }
 
-void LocalServer::applyCmdSettings()
+void LocalServer::applyCmdSettings(Context & context)
 {
-    context->applySettingsChanges(cmd_settings.changes());
+    context.applySettingsChanges(cmd_settings.changes());
 }
 
 /// If path is specified and not empty, will try to setup server environment and load existing metadata
@@ -121,38 +122,54 @@ void LocalServer::tryInitPath()
     }
     else
     {
-        // Default unique path in the system temporary directory.
-        const auto tmp = std::filesystem::temp_directory_path();
-        const auto default_path = tmp
-            / fmt::format("clickhouse-local-{}", getpid());
+        // The path is not provided explicitly - use a unique path in the system temporary directory
+        // (or in the current dir if temporary don't exist)
+        Poco::Logger * log = &logger();
+        std::filesystem::path parent_folder;
+        std::filesystem::path default_path;
+
+        try
+        {
+            // try to guess a tmp folder name, and check if it's a directory (throw exception otherwise)
+            parent_folder = std::filesystem::temp_directory_path();
+
+        }
+        catch (const std::filesystem::filesystem_error& e)
+        {
+            // tmp folder don't exists? misconfiguration? chroot?
+            LOG_DEBUG(log, "Can not get temporary folder: {}", e.what());
+            parent_folder = std::filesystem::current_path();
+
+            std::filesystem::is_directory(parent_folder); // that will throw an exception if it's not a directory
+            LOG_DEBUG(log, "Will create working directory inside current directory: {}", parent_folder.string());
+        }
+
+        /// we can have another clickhouse-local running simultaneously, even with the same PID (for ex. - several dockers mounting the same folder)
+        /// or it can be some leftovers from other clickhouse-local runs
+        /// as we can't accurately distinguish those situations we don't touch any existent folders
+        /// we just try to pick some free name for our working folder
+
+        default_path = parent_folder / fmt::format("clickhouse-local-{}-{}-{}", getpid(), time(nullptr), randomSeed());
 
         if (exists(default_path))
-        {
-            // This is a directory that is left by a previous run of
-            // clickhouse-local that had the same pid and did not complete
-            // correctly. Remove it, with an additional sanity check.
-            if (!std::filesystem::equivalent(default_path.parent_path(), tmp))
-            {
-                throw Exception(ErrorCodes::LOGICAL_ERROR,
-                    "The temporary directory of clickhouse-local '{}' is not"
-                    " inside the system temporary directory '{}'. Will not delete"
-                    " it", default_path.string(), tmp.string());
-            }
-
-            remove_all(default_path);
-        }
+            throw Exception(ErrorCodes::FILE_ALREADY_EXISTS, "Unsuccessful attempt to create working directory: {} exist!", default_path.string());
 
         create_directory(default_path);
         temporary_directory_to_delete = default_path;
 
         path = default_path.string();
+        LOG_DEBUG(log, "Working directory created: {}", path);
     }
 
     if (path.back() != '/')
         path += '/';
 
-    context->setPath(path);
-    context->setUserFilesPath(""); // user's files are everywhere
+    global_context->setPath(path);
+
+    global_context->setTemporaryStorage(path + "tmp");
+    global_context->setFlagsPath(path + "flags");
+
+    global_context->setUserFilesPath(""); // user's files are everywhere
 }
 
 
@@ -186,9 +203,9 @@ try
     }
 
     shared_context = Context::createShared();
-    context = std::make_unique<Context>(Context::createGlobal(shared_context.get()));
-    context->makeGlobalContext();
-    context->setApplicationType(Context::ApplicationType::LOCAL);
+    global_context = std::make_unique<Context>(Context::createGlobal(shared_context.get()));
+    global_context->makeGlobalContext();
+    global_context->setApplicationType(Context::ApplicationType::LOCAL);
     tryInitPath();
 
     std::optional<StatusFile> status;
@@ -210,32 +227,32 @@ try
 
     /// Maybe useless
     if (config().has("macros"))
-        context->setMacros(std::make_unique<Macros>(config(), "macros", log));
+        global_context->setMacros(std::make_unique<Macros>(config(), "macros", log));
 
     /// Skip networking
 
     /// Sets external authenticators config (LDAP).
-    context->setExternalAuthenticatorsConfig(config());
+    global_context->setExternalAuthenticatorsConfig(config());
 
     setupUsers();
 
     /// Limit on total number of concurrently executing queries.
     /// There is no need for concurrent queries, override max_concurrent_queries.
-    context->getProcessList().setMaxSize(0);
+    global_context->getProcessList().setMaxSize(0);
 
     /// Size of cache for uncompressed blocks. Zero means disabled.
     size_t uncompressed_cache_size = config().getUInt64("uncompressed_cache_size", 0);
     if (uncompressed_cache_size)
-        context->setUncompressedCache(uncompressed_cache_size);
+        global_context->setUncompressedCache(uncompressed_cache_size);
 
     /// Size of cache for marks (index of MergeTree family of tables). It is necessary.
     /// Specify default value for mark_cache_size explicitly!
     size_t mark_cache_size = config().getUInt64("mark_cache_size", 5368709120);
     if (mark_cache_size)
-        context->setMarkCache(mark_cache_size);
+        global_context->setMarkCache(mark_cache_size);
 
     /// Load global settings from default_profile and system_profile.
-    context->setDefaultProfiles(config());
+    global_context->setDefaultProfiles(config());
 
     /** Init dummy default DB
       * NOTE: We force using isolated default database to avoid conflicts with default database from server environment
@@ -243,34 +260,34 @@ try
       *  if such tables will not be dropped, clickhouse-server will not be able to load them due to security reasons.
       */
     std::string default_database = config().getString("default_database", "_local");
-    DatabaseCatalog::instance().attachDatabase(default_database, std::make_shared<DatabaseMemory>(default_database, *context));
-    context->setCurrentDatabase(default_database);
-    applyCmdOptions();
+    DatabaseCatalog::instance().attachDatabase(default_database, std::make_shared<DatabaseMemory>(default_database, *global_context));
+    global_context->setCurrentDatabase(default_database);
+    applyCmdOptions(*global_context);
 
-    String path = context->getPath();
+    String path = global_context->getPath();
     if (!path.empty())
     {
         /// Lock path directory before read
-        status.emplace(context->getPath() + "status", StatusFile::write_full_info);
+        status.emplace(global_context->getPath() + "status", StatusFile::write_full_info);
 
         LOG_DEBUG(log, "Loading metadata from {}", path);
         Poco::File(path + "data/").createDirectories();
         Poco::File(path + "metadata/").createDirectories();
-        loadMetadataSystem(*context);
-        attachSystemTables(*context);
-        loadMetadata(*context);
+        loadMetadataSystem(*global_context);
+        attachSystemTables(*global_context);
+        loadMetadata(*global_context);
         DatabaseCatalog::instance().loadDatabases();
         LOG_DEBUG(log, "Loaded metadata.");
     }
     else
     {
-        attachSystemTables(*context);
+        attachSystemTables(*global_context);
     }
 
     processQueries();
 
-    context->shutdown();
-    context.reset();
+    global_context->shutdown();
+    global_context.reset();
 
     status.reset();
     cleanup();
@@ -323,7 +340,7 @@ void LocalServer::processQueries()
     String initial_create_query = getInitialCreateTableQuery();
     String queries_str = initial_create_query + config().getRawString("query");
 
-    const auto & settings = context->getSettingsRef();
+    const auto & settings = global_context->getSettingsRef();
 
     std::vector<String> queries;
     auto parse_res = splitMultipartQuery(queries_str, queries, settings.max_query_size, settings.max_parser_depth);
@@ -331,15 +348,19 @@ void LocalServer::processQueries()
     if (!parse_res.second)
         throw Exception("Cannot parse and execute the following part of query: " + String(parse_res.first), ErrorCodes::SYNTAX_ERROR);
 
-    context->makeSessionContext();
-    context->makeQueryContext();
+    /// we can't mutate global global_context (can lead to races, as it was already passed to some background threads)
+    /// so we can't reuse it safely as a query context and need a copy here
+    auto context = Context(*global_context);
 
-    context->setUser("default", "", Poco::Net::SocketAddress{});
-    context->setCurrentQueryId("");
-    applyCmdSettings();
+    context.makeSessionContext();
+    context.makeQueryContext();
+
+    context.setUser("default", "", Poco::Net::SocketAddress{});
+    context.setCurrentQueryId("");
+    applyCmdSettings(context);
 
     /// Use the same query_id (and thread group) for all queries
-    CurrentThread::QueryScope query_scope_holder(*context);
+    CurrentThread::QueryScope query_scope_holder(context);
 
     bool echo_queries = config().hasOption("echo") || config().hasOption("verbose");
     std::exception_ptr exception;
@@ -358,7 +379,7 @@ void LocalServer::processQueries()
 
         try
         {
-            executeQuery(read_buf, write_buf, /* allow_into_outfile = */ true, *context, {});
+            executeQuery(read_buf, write_buf, /* allow_into_outfile = */ true, context, {});
         }
         catch (...)
         {
@@ -423,30 +444,19 @@ void LocalServer::setupUsers()
     }
 
     if (users_config)
-        context->setUsersConfig(users_config);
+        global_context->setUsersConfig(users_config);
     else
         throw Exception("Can't load config for users", ErrorCodes::CANNOT_LOAD_CONFIG);
 }
 
 void LocalServer::cleanup()
 {
-    // Delete the temporary directory if needed. Just in case, check that it is
-    // in the system temporary directory, not to delete user data if there is a
-    // bug.
+    // Delete the temporary directory if needed.
     if (temporary_directory_to_delete)
     {
-        const auto tmp = std::filesystem::temp_directory_path();
         const auto dir = *temporary_directory_to_delete;
         temporary_directory_to_delete.reset();
-
-        if (!std::filesystem::equivalent(dir.parent_path(), tmp))
-        {
-            throw Exception(ErrorCodes::LOGICAL_ERROR,
-                "The temporary directory of clickhouse-local '{}' is not inside"
-                " the system temporary directory '{}'. Will not delete it",
-                dir.string(), tmp.string());
-        }
-
+        LOG_DEBUG(&logger(), "Removing temporary directory: {}", dir.string());
         remove_all(dir);
     }
 }
@@ -577,10 +587,10 @@ void LocalServer::init(int argc, char ** argv)
     argsToConfig(arguments, config(), 100);
 }
 
-void LocalServer::applyCmdOptions()
+void LocalServer::applyCmdOptions(Context & context)
 {
-    context->setDefaultFormat(config().getString("output-format", config().getString("format", "TSV")));
-    applyCmdSettings();
+    context.setDefaultFormat(config().getString("output-format", config().getString("format", "TSV")));
+    applyCmdSettings(context);
 }
 
 }
diff --git a/programs/local/LocalServer.h b/programs/local/LocalServer.h
index a8908754369..02778bd86cb 100644
--- a/programs/local/LocalServer.h
+++ b/programs/local/LocalServer.h
@@ -36,15 +36,15 @@ private:
     std::string getInitialCreateTableQuery();
 
     void tryInitPath();
-    void applyCmdOptions();
-    void applyCmdSettings();
+    void applyCmdOptions(Context & context);
+    void applyCmdSettings(Context & context);
     void processQueries();
     void setupUsers();
     void cleanup();
 
 protected:
     SharedContextHolder shared_context;
-    std::unique_ptr<Context> context;
+    std::unique_ptr<Context> global_context;
 
     /// Settings specified via command line args
     Settings cmd_settings;
diff --git a/programs/server/CMakeLists.txt b/programs/server/CMakeLists.txt
index b3dcf1955fe..198d9081168 100644
--- a/programs/server/CMakeLists.txt
+++ b/programs/server/CMakeLists.txt
@@ -4,7 +4,7 @@ set(CLICKHOUSE_SERVER_SOURCES
 )
 
 if (OS_LINUX)
-    set (LINK_CONFIG_LIB INTERFACE "-Wl,${WHOLE_ARCHIVE} $<TARGET_FILE:clickhouse_server_configs> -Wl,${NO_WHOLE_ARCHIVE}")
+    set (LINK_RESOURCE_LIB INTERFACE "-Wl,${WHOLE_ARCHIVE} $<TARGET_FILE:clickhouse_server_configs> -Wl,${NO_WHOLE_ARCHIVE}")
 endif ()
 
 set (CLICKHOUSE_SERVER_LINK
@@ -20,7 +20,7 @@ set (CLICKHOUSE_SERVER_LINK
         clickhouse_table_functions
         string_utils
 
-    ${LINK_CONFIG_LIB}
+    ${LINK_RESOURCE_LIB}
 
     PUBLIC
         daemon
@@ -37,20 +37,20 @@ if (OS_LINUX)
     # 1. Allow to run the binary without download of any other files.
     # 2. Allow to implement "sudo clickhouse install" tool.
 
-    foreach(CONFIG_FILE config users embedded)
-        set(CONFIG_OBJ ${CONFIG_FILE}.o)
-        set(CONFIG_OBJS ${CONFIG_OBJS} ${CONFIG_OBJ})
+    foreach(RESOURCE_FILE config.xml users.xml embedded.xml play.html)
+        set(RESOURCE_OBJ ${RESOURCE_FILE}.o)
+        set(RESOURCE_OBJS ${RESOURCE_OBJS} ${RESOURCE_OBJ})
 
         # https://stackoverflow.com/questions/14776463/compile-and-add-an-object-file-from-a-binary-with-cmake
-        add_custom_command(OUTPUT ${CONFIG_OBJ}
-            COMMAND cd ${CMAKE_CURRENT_SOURCE_DIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS} ${CONFIG_FILE}.xml ${CMAKE_CURRENT_BINARY_DIR}/${CONFIG_OBJ}
+        add_custom_command(OUTPUT ${RESOURCE_OBJ}
+            COMMAND cd ${CMAKE_CURRENT_SOURCE_DIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS} ${RESOURCE_FILE} ${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ}
             COMMAND ${OBJCOPY_PATH} --rename-section .data=.rodata,alloc,load,readonly,data,contents
-                ${CMAKE_CURRENT_BINARY_DIR}/${CONFIG_OBJ} ${CMAKE_CURRENT_BINARY_DIR}/${CONFIG_OBJ})
+                ${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ} ${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ})
 
-        set_source_files_properties(${CONFIG_OBJ} PROPERTIES EXTERNAL_OBJECT true GENERATED true)
-    endforeach(CONFIG_FILE)
+        set_source_files_properties(${RESOURCE_OBJ} PROPERTIES EXTERNAL_OBJECT true GENERATED true)
+    endforeach(RESOURCE_FILE)
 
-    add_library(clickhouse_server_configs STATIC ${CONFIG_OBJS})
+    add_library(clickhouse_server_configs STATIC ${RESOURCE_OBJS})
     set_target_properties(clickhouse_server_configs PROPERTIES LINKER_LANGUAGE C)
 
     # whole-archive prevents symbols from being discarded for unknown reason
diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index da5760acc09..b85cb5e75f2 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -258,7 +258,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
     Poco::Logger * log = &logger();
     UseSSL use_ssl;
 
-    ThreadStatus thread_status;
+    MainThreadStatus::getInstance();
 
     registerFunctions();
     registerAggregateFunctions();
diff --git a/programs/server/config.xml b/programs/server/config.xml
index 83921b12382..e17b59671af 100644
--- a/programs/server/config.xml
+++ b/programs/server/config.xml
@@ -212,22 +212,10 @@
     <!-- Directory with user provided files that are accessible by 'file' table function. -->
     <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
 
-    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
-    <user_directories>
-        <users_xml>
-            <!-- Path to configuration file with predefined users. -->
-            <path>users.xml</path>
-        </users_xml>
-        <local_directory>
-            <!-- Path to folder where users created by SQL commands are stored. -->
-            <path>/var/lib/clickhouse/access/</path>
-        </local_directory>
-    </user_directories>
-
-    <!-- External user directories (LDAP). -->
+    <!-- LDAP server definitions. -->
     <ldap_servers>
-        <!-- List LDAP servers with their connection parameters here to later use them as authenticators for dedicated users,
-             who have 'ldap' authentication mechanism specified instead of 'password'.
+        <!-- List LDAP servers with their connection parameters here to later 1) use them as authenticators for dedicated local users,
+              who have 'ldap' authentication mechanism specified instead of 'password', or to 2) use them as remote user directories.
              Parameters:
                 host - LDAP server hostname or IP, this parameter is mandatory and cannot be empty.
                 port - LDAP server port, default is 636 if enable_tls is set to true, 389 otherwise.
@@ -246,7 +234,7 @@
                 tls_key_file - path to certificate key file.
                 tls_ca_cert_file - path to CA certificate file.
                 tls_ca_cert_dir - path to the directory containing CA certificates.
-                tls_cipher_suite - allowed cipher suite.
+                tls_cipher_suite - allowed cipher suite (in OpenSSL notation).
              Example:
                 <my_ldap_server>
                     <host>localhost</host>
@@ -265,6 +253,36 @@
         -->
     </ldap_servers>
 
+    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
+    <user_directories>
+        <users_xml>
+            <!-- Path to configuration file with predefined users. -->
+            <path>users.xml</path>
+        </users_xml>
+        <local_directory>
+            <!-- Path to folder where users created by SQL commands are stored. -->
+            <path>/var/lib/clickhouse/access/</path>
+        </local_directory>
+
+        <!-- To add an LDAP server as a remote user directory of users that are not defined locally, define a single 'ldap' section
+              with the following parameters:
+                server - one of LDAP server names defined in 'ldap_servers' config section above.
+                        This parameter is mandatory and cannot be empty.
+                roles - section with a list of locally defined roles that will be assigned to each user retrieved from the LDAP server.
+                        If no roles are specified, user will not be able to perform any actions after authentication.
+                        If any of the listed roles is not defined locally at the time of authentication, the authenthication attempt
+                         will fail as if the provided password was incorrect.
+             Example:
+                <ldap>
+                    <server>my_ldap_server</server>
+                    <roles>
+                        <my_local_role1 />
+                        <my_local_role2 />
+                    </roles>
+                </ldap>
+        -->
+    </user_directories>
+
     <!-- Default profile of settings. -->
     <default_profile>default</default_profile>
 
@@ -374,6 +392,22 @@
                 </replica>
             </shard>
         </test_cluster_two_shards>
+        <test_cluster_two_shards_internal_replication>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>127.0.0.1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>127.0.0.2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster_two_shards_internal_replication>
         <test_shard_localhost_secure>
             <shard>
                 <replica>
@@ -594,6 +628,31 @@
         <flush_interval_milliseconds>60000</flush_interval_milliseconds>
     </asynchronous_metric_log>
 
+    <!--
+        OpenTelemetry log contains OpenTelemetry trace spans.
+    -->
+    <opentelemetry_span_log>
+        <!--
+            The default table creation code is insufficient, this <engine> spec
+            is a workaround. There is no 'event_time' for this log, but two times,
+            start and finish. It is sorted by finish time, to avoid inserting
+            data too far away in the past (probably we can sometimes insert a span
+            that is seconds earlier than the last span in the table, due to a race
+            between several spans inserted in parallel). This gives the spans a
+            global order that we can use to e.g. retry insertion into some external
+            system.
+        -->
+        <engine>
+            engine MergeTree
+            partition by toYYYYMM(finish_date)
+            order by (finish_date, finish_time_us, trace_id)
+        </engine>
+        <database>system</database>
+        <table>opentelemetry_span_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </opentelemetry_span_log>
+
+
     <!-- Crash log. Stores stack traces for fatal errors.
          This table is normally empty. -->
     <crash_log>
@@ -704,18 +763,22 @@
       -->
     <format_schema_path>/var/lib/clickhouse/format_schemas/</format_schema_path>
 
-    <!-- Uncomment to use query masking rules.
+    <!-- Default query masking rules, matching lines would be replaced with something else in the logs
+        (both text logs and system.query_log).
         name - name for the rule (optional)
         regexp - RE2 compatible regular expression (mandatory)
         replace - substitution string for sensitive data (optional, by default - six asterisks)
+    -->
     <query_masking_rules>
         <rule>
-            <name>hide SSN</name>
-            <regexp>\b\d{3}-\d{2}-\d{4}\b</regexp>
-            <replace>000-00-0000</replace>
+            <name>hide encrypt/decrypt arguments</name>
+            <regexp>((?:aes_)?(?:encrypt|decrypt)(?:_mysql)?)\s*\(\s*(?:'(?:\\'|.)+'|.*?)\s*\)</regexp>
+            <!-- or more secure, but also more invasive:
+                (aes_\w+)\s*\(.*\)
+            -->
+            <replace>\1(???)</replace>
         </rule>
     </query_masking_rules>
-    -->
 
     <!-- Uncomment to use custom http handlers.
         rules are checked from top to bottom, first match runs the handler
diff --git a/programs/server/play.html b/programs/server/play.html
new file mode 100644
index 00000000000..de918191cdf
--- /dev/null
+++ b/programs/server/play.html
@@ -0,0 +1,448 @@
+<html> <!-- TODO If I write DOCTYPE HTML something changes but I don't know what. -->
+<head>
+    <meta charset="UTF-8">
+    <title>ClickHouse Query</title>
+
+    <!-- Code style:
+
+    Do not use any JavaScript or CSS frameworks or preprocessors.
+    This HTML page should not require any build systems (node.js, npm, gulp, etc.)
+    This HTML page should not be minified, instead it should be reasonably minimalistic by itself.
+    This HTML page should not load any external resources
+    (CSS and JavaScript must be embedded directly to the page. No external fonts or images should be loaded).
+    This UI should look as lightweight, clean and fast as possible.
+    All UI elements must be aligned in pixel-perfect way.
+    There should not be any animations.
+    No unexpected changes in positions of elements while the page is loading.
+    Navigation by keyboard should work.
+    64-bit numbers must display correctly.
+
+    -->
+
+    <style type="text/css">
+        :root {
+            --background-color: #DDF8FF; /* Or #FFFBEF; actually many pastel colors look great for light theme. */
+            --element-background-color: #FFF;
+            --border-color: #EEE;
+            --shadow-color: rgba(0, 0, 0, 0.1);
+            --button-color: #FFAA00; /* Orange on light-cyan is especially good. */
+            --text-color: #000;
+            --button-active-color: #F00;
+            --button-active-text-color: #FFF;
+            --misc-text-color: #888;
+            --error-color: #FEE; /* Light-pink on light-cyan is so neat, I even want to trigger errors to see this cool combination of colors. */
+            --table-header-color: #F8F8F8;
+            --table-hover-color: #FFF8EF;
+            --null-color: #A88;
+        }
+
+        [data-theme="dark"] {
+            --background-color: #000;
+            --element-background-color: #102030;
+            --border-color: #111;
+            --shadow-color: rgba(255, 255, 255, 0.1);
+            --text-color: #CCC;
+            --button-color: #FFAA00;
+            --button-text-color: #000;
+            --button-active-color: #F00;
+            --button-active-text-color: #FFF;
+            --misc-text-color: #888;
+            --error-color: #400;
+            --table-header-color: #102020;
+            --table-hover-color: #003333;
+            --null-color: #A88;
+        }
+
+        html, body
+        {
+            /* Personal choice. */
+            font-family: Sans-Serif;
+            background: var(--background-color);
+            color: var(--text-color);
+        }
+
+        /* Otherwise Webkit based browsers will display ugly border on focus. */
+        textarea, input, button
+        {
+            outline: none;
+            border: none;
+            color: var(--text-color);
+        }
+
+        /* Otherwise scrollbar may appear dynamically and it will alter viewport height,
+           then relative heights of elements will change suddenly, and it will break overall impression. */
+        /* html
+        {
+            overflow-x: scroll;
+        }*/
+
+        div
+        {
+            width: 100%;
+        }
+
+        .monospace
+        {
+            /* Prefer fonts that have full hinting info. This is important for non-retina displays.
+               Also I personally dislike "Ubuntu" font due to the similarity of 'r' and 'г' (it looks very ignorant).
+            */
+            font-family: Liberation Mono, DejaVu Sans Mono, MonoLisa, Consolas, Monospace;
+        }
+
+        .shadow
+        {
+            box-shadow: 0 0 1rem var(--shadow-color);
+        }
+
+        input, textarea
+        {
+            border: 1px solid var(--border-color);
+            /* The font must be not too small (to be inclusive) and not too large (it's less practical and make general feel of insecurity) */
+            font-size: 11pt;
+            padding: 0.25rem;
+            background-color: var(--element-background-color);
+        }
+
+        #query
+        {
+            /* Make enough space for even huge queries. */
+            height: 20%;
+            width: 100%;
+        }
+
+        #inputs
+        {
+            white-space: nowrap;
+            width: 100%;
+        }
+
+        #url
+        {
+            width: 70%;
+        }
+
+        #user
+        {
+            width: 15%;
+        }
+
+        #password
+        {
+            width: 15%;
+        }
+
+        #run_div
+        {
+            margin-top: 1rem;
+        }
+
+        #run
+        {
+            color: var(--button-text-color);
+            background-color: var(--button-color);
+            padding: 0.25rem 1rem;
+            cursor: pointer;
+            font-weight: bold;
+            font-size: 100%; /* Otherwise button element will have lower font size. */
+        }
+
+        #run:hover, #run:focus
+        {
+            color: var(--button-active-text-color);
+            background-color: var(--button-active-color);
+        }
+
+        #stats
+        {
+            float: right;
+            color: var(--misc-text-color);
+        }
+
+        #toggle-light, #toggle-dark
+        {
+            float: right;
+            padding-right: 0.5rem;
+            cursor: pointer;
+        }
+
+        .hint
+        {
+            color: var(--misc-text-color);
+        }
+
+        #data_div
+        {
+            margin-top: 1rem;
+        }
+
+        #data-table
+        {
+            border-collapse: collapse;
+            border-spacing: 0;
+            /* I need pixel-perfect alignment but not sure the following is correct, please help */
+            min-width: calc(100vw - 2rem);
+        }
+
+        /* Will be displayed when user specified custom format. */
+        #data-unparsed
+        {
+            background-color: var(--element-background-color);
+            margin-top: 0rem;
+            padding: 0.25rem 0.5rem;
+            display: none;
+        }
+
+        td
+        {
+            background-color: var(--element-background-color);
+            white-space: nowrap;
+            /* For wide tables any individual column will be no more than 50% of page width. */
+            max-width: 50vw;
+            /* The content is cut unless you hover. */
+            overflow: hidden;
+            padding: 0.25rem 0.5rem;
+            border: 1px solid var(--border-color);
+            white-space: pre;
+        }
+
+        td.right
+        {
+            text-align: right;
+        }
+
+        th
+        {
+            padding: 0.25rem 0.5rem;
+            text-align: middle;
+            background-color: var(--table-header-color);
+            border: 1px solid var(--border-color);
+        }
+
+        /* The row under mouse pointer is highlight for better legibility. */
+        tr:hover, tr:hover td
+        {
+            background-color: var(--table-hover-color);
+        }
+
+        tr:hover
+        {
+            box-shadow: 0 0 1rem rgba(0, 0, 0, 0.1);
+        }
+
+        #error
+        {
+            background: var(--error-color);
+            white-space: pre-wrap;
+            padding: 0.5rem 1rem;
+            display: none;
+        }
+
+        /* When mouse pointer is over table cell, will display full text (with wrap) instead of cut.
+           TODO Find a way to make it work on touch devices. */
+        td.left:hover
+        {
+            white-space: pre-wrap;
+        }
+
+        /* The style for SQL NULL */
+        .null
+        {
+            color: var(--null-color);
+        }
+    </style>
+</head>
+
+<body>
+    <div id="inputs">
+        <input class="monospace shadow" id="url" type="text" value="http://localhost:8123/" /><input class="monospace shadow" id="user" type="text" value="default" /><input class="monospace shadow" id="password" type="password" />
+    </div>
+    <div>
+        <textarea autofocus spellcheck="false" class="monospace shadow" id="query"></textarea>
+    </div>
+    <div id="run_div">
+        <button class="shadow" id="run">Run</button>
+        <span class="hint">&nbsp;(Ctrl+Enter)</span>
+        <span id="stats"></span>
+        <span id="toggle-dark">🌑</span><span id="toggle-light">🌞</span>
+    </div>
+    <div id="data_div">
+        <table class="monospace shadow" id="data-table"></table>
+        <pre class="monospace shadow" id="data-unparsed"></pre>
+    </div>
+    <p id="error" class="monospace shadow">
+    </p>
+</body>
+
+<script type="text/javascript">
+
+    /// Substitute the address of the server where the page is served.
+    if (location.protocol != 'file:') {
+        document.getElementById('url').value = location.origin;
+    }
+
+    function post()
+    {
+        /// TODO: Avoid race condition on subsequent requests when responses may come out of order.
+        /// TODO: Check if URL already contains query string (append parameters).
+
+        var url = document.getElementById('url').value +
+            /// Ask server to allow cross-domain requests.
+            '?add_http_cors_header=1' +
+            '&user=' + encodeURIComponent(document.getElementById('user').value) +
+            '&password=' + encodeURIComponent(document.getElementById('password').value) +
+            '&default_format=JSONCompact' +
+            /// Safety settings to prevent results that browser cannot display.
+            '&max_result_rows=1000&max_result_bytes=10000000&result_overflow_mode=break';
+
+        var query = document.getElementById('query').value;
+        var xhr = new XMLHttpRequest;
+
+        xhr.open('POST', url, true);
+        xhr.send(query);
+
+        xhr.onreadystatechange = function()
+        {
+            if (this.readyState === XMLHttpRequest.DONE) {
+                if (this.status === 200) {
+                    var json;
+                    try { json = JSON.parse(this.response); } catch (e) {}
+                    if (json !== undefined && json.statistics !== undefined) {
+                        renderResult(json);
+                    } else {
+                        renderUnparsedResult(this.response);
+                    }
+                } else {
+                    /// TODO: Proper rendering of network errors.
+                    renderError(this.response);
+                }
+            } else {
+                //console.log(this);
+            }
+        }
+    }
+
+    document.getElementById('run').onclick = function()
+    {
+        post();
+    }
+
+    document.getElementById('query').onkeypress = function(event)
+    {
+        /// Firefox has code 13 for Enter and Chromium has code 10.
+        if (event.ctrlKey && (event.charCode == 13 || event.charCode == 10)) {
+            post();
+        }
+    }
+
+    function clear()
+    {
+        var table = document.getElementById('data-table');
+        while (table.firstChild) {
+            table.removeChild(table.lastChild);
+        }
+
+        document.getElementById('data-unparsed').innerText = '';
+        document.getElementById('data-unparsed').style.display = 'none';
+
+        document.getElementById('error').innerText = '';
+        document.getElementById('error').style.display = 'none';
+
+        document.getElementById('stats').innerText = '';
+    }
+
+    function renderResult(response)
+    {
+        //console.log(response);
+        clear();
+
+        var stats = document.getElementById('stats');
+        stats.innerText = 'Elapsed: ' + response.statistics.elapsed.toFixed(3) + " sec, read " + response.statistics.rows_read + " rows.";
+
+        var thead = document.createElement('thead');
+        for (var idx in response.meta) {
+            var th = document.createElement('th');
+            var name = document.createTextNode(response.meta[idx].name);
+            th.appendChild(name);
+            thead.appendChild(th);
+        }
+
+        /// To prevent hanging the browser, limit the number of cells in a table.
+        /// It's important to have the limit on number of cells, not just rows, because tables may be wide or narrow.
+        var max_rows = 10000 / response.meta.length;
+        var row_num = 0;
+
+        var tbody = document.createElement('tbody');
+        for (var row_idx in response.data) {
+            var tr = document.createElement('tr');
+            for (var col_idx in response.data[row_idx]) {
+                var td = document.createElement('td');
+                var cell = response.data[row_idx][col_idx];
+                var is_null = (cell === null);
+                var content = document.createTextNode(is_null ? 'ᴺᵁᴸᴸ' : cell);
+                td.appendChild(content);
+                /// TODO: Execute regexp only once for each column.
+                td.className = response.meta[col_idx].type.match(/^(U?Int|Decimal|Float)/) ? 'right' : 'left';
+                if (is_null) {
+                    td.className += ' null';
+                }
+                tr.appendChild(td);
+            }
+            tbody.appendChild(tr);
+
+            ++row_num;
+            if (row_num >= max_rows) {
+                break;
+            }
+        }
+
+        var table = document.getElementById('data-table');
+        table.appendChild(thead);
+        table.appendChild(tbody);
+    }
+
+    /// A function to render raw data when non-default format is specified.
+    function renderUnparsedResult(response)
+    {
+        clear();
+        var data = document.getElementById('data-unparsed')
+
+        if (response === '') {
+            /// TODO: Fade or remove previous result when new request will be performed.
+            response = 'Ok.';
+        }
+
+        data.innerText = response;
+        /// inline-block make width adjust to the size of content.
+        data.style.display = 'inline-block';
+    }
+
+    function renderError(response)
+    {
+        clear();
+        document.getElementById('error').innerText = response;
+        document.getElementById('error').style.display = 'block';
+    }
+
+    function setColorTheme(theme)
+    {
+        window.localStorage.setItem('theme', theme);
+        document.documentElement.setAttribute('data-theme', theme);
+    }
+
+    /// The choice of color theme is saved in browser.
+    var theme = window.localStorage.getItem('theme');
+    if (theme) {
+        setColorTheme(theme);
+    }
+
+    document.getElementById('toggle-light').onclick = function()
+    {
+        setColorTheme('light');
+    }
+
+    document.getElementById('toggle-dark').onclick = function()
+    {
+        setColorTheme('dark');
+    }
+</script>
+</html>
diff --git a/src/Access/AccessControlManager.cpp b/src/Access/AccessControlManager.cpp
index ecbb02966f0..a95d65ebb59 100644
--- a/src/Access/AccessControlManager.cpp
+++ b/src/Access/AccessControlManager.cpp
@@ -3,6 +3,7 @@
 #include <Access/MemoryAccessStorage.h>
 #include <Access/UsersConfigAccessStorage.h>
 #include <Access/DiskAccessStorage.h>
+#include <Access/LDAPAccessStorage.h>
 #include <Access/ContextAccess.h>
 #include <Access/RoleCache.h>
 #include <Access/RowPolicyCache.h>
@@ -136,7 +137,6 @@ AccessControlManager::AccessControlManager()
 
 AccessControlManager::~AccessControlManager() = default;
 
-
 void AccessControlManager::setUsersConfig(const Poco::Util::AbstractConfiguration & users_config_)
 {
     auto storages = getStoragesPtr();
@@ -162,6 +162,7 @@ void AccessControlManager::addUsersConfigStorage(const String & storage_name_, c
     auto new_storage = std::make_shared<UsersConfigAccessStorage>(storage_name_, check_setting_name_function);
     new_storage->setConfig(users_config_);
     addStorage(new_storage);
+    LOG_DEBUG(getLogger(), "Added {} access storage '{}', path: {}", String(new_storage->getStorageType()), new_storage->getStorageName(), new_storage->getPath());
 }
 
 void AccessControlManager::addUsersConfigStorage(
@@ -194,6 +195,7 @@ void AccessControlManager::addUsersConfigStorage(
     auto new_storage = std::make_shared<UsersConfigAccessStorage>(storage_name_, check_setting_name_function);
     new_storage->load(users_config_path_, include_from_path_, preprocessed_dir_, get_zookeeper_function_);
     addStorage(new_storage);
+    LOG_DEBUG(getLogger(), "Added {} access storage '{}', path: {}", String(new_storage->getStorageType()), new_storage->getStorageName(), new_storage->getPath());
 }
 
 void AccessControlManager::reloadUsersConfigs()
@@ -237,7 +239,9 @@ void AccessControlManager::addDiskStorage(const String & storage_name_, const St
             }
         }
     }
-    addStorage(std::make_shared<DiskAccessStorage>(storage_name_, directory_, readonly_));
+    auto new_storage = std::make_shared<DiskAccessStorage>(storage_name_, directory_, readonly_);
+    addStorage(new_storage);
+    LOG_DEBUG(getLogger(), "Added {} access storage '{}', path: {}", String(new_storage->getStorageType()), new_storage->getStorageName(), new_storage->getPath());
 }
 
 
@@ -249,7 +253,17 @@ void AccessControlManager::addMemoryStorage(const String & storage_name_)
         if (auto memory_storage = typeid_cast<std::shared_ptr<MemoryAccessStorage>>(storage))
             return;
     }
-    addStorage(std::make_shared<MemoryAccessStorage>(storage_name_));
+    auto new_storage = std::make_shared<MemoryAccessStorage>(storage_name_);
+    addStorage(new_storage);
+    LOG_DEBUG(getLogger(), "Added {} access storage '{}'", String(new_storage->getStorageType()), new_storage->getStorageName());
+}
+
+
+void AccessControlManager::addLDAPStorage(const String & storage_name_, const Poco::Util::AbstractConfiguration & config_, const String & prefix_)
+{
+    auto new_storage = std::make_shared<LDAPAccessStorage>(storage_name_, this, config_, prefix_);
+    addStorage(new_storage);
+    LOG_DEBUG(getLogger(), "Added {} access storage '{}', LDAP server name: {}", String(new_storage->getStorageType()), new_storage->getStorageName(), new_storage->getLDAPServerName());
 }
 
 
@@ -275,6 +289,8 @@ void AccessControlManager::addStoragesFromUserDirectoriesConfig(
             type = UsersConfigAccessStorage::STORAGE_TYPE;
         else if ((type == "local") || (type == "local_directory"))
             type = DiskAccessStorage::STORAGE_TYPE;
+        else if (type == "ldap")
+            type = LDAPAccessStorage::STORAGE_TYPE;
 
         String name = config.getString(prefix + ".name", type);
 
@@ -295,6 +311,10 @@ void AccessControlManager::addStoragesFromUserDirectoriesConfig(
             bool readonly = config.getBool(prefix + ".readonly", false);
             addDiskStorage(name, path, readonly);
         }
+        else if (type == LDAPAccessStorage::STORAGE_TYPE)
+        {
+            addLDAPStorage(name, config, prefix);
+        }
         else
             throw Exception("Unknown storage type '" + type + "' at " + prefix + " in config", ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG);
     }
@@ -346,7 +366,7 @@ UUID AccessControlManager::login(const String & user_name, const String & passwo
 
 void AccessControlManager::setExternalAuthenticatorsConfig(const Poco::Util::AbstractConfiguration & config)
 {
-    external_authenticators->setConfig(config, getLogger());
+    external_authenticators->setConfiguration(config, getLogger());
 }
 
 
diff --git a/src/Access/AccessControlManager.h b/src/Access/AccessControlManager.h
index 81a66ce8f1d..c960b330ee6 100644
--- a/src/Access/AccessControlManager.h
+++ b/src/Access/AccessControlManager.h
@@ -82,6 +82,9 @@ public:
     void addMemoryStorage();
     void addMemoryStorage(const String & storage_name_);
 
+    /// Adds LDAPAccessStorage which allows querying remote LDAP server for user info.
+    void addLDAPStorage(const String & storage_name_, const Poco::Util::AbstractConfiguration & config_, const String & prefix_);
+
     /// Adds storages from <users_directories> config.
     void addStoragesFromUserDirectoriesConfig(const Poco::Util::AbstractConfiguration & config,
                                               const String & key,
diff --git a/src/Access/ContextAccess.cpp b/src/Access/ContextAccess.cpp
index 61ab4c8002d..0459022cb1a 100644
--- a/src/Access/ContextAccess.cpp
+++ b/src/Access/ContextAccess.cpp
@@ -100,7 +100,7 @@ namespace
             if (res & alter_table)
                 res |= alter_view;
 
-            /// CREATE TABLE (on any database/table) => CREATE_TEMPORARY_TABLE (global) 
+            /// CREATE TABLE (on any database/table) => CREATE_TEMPORARY_TABLE (global)
             static const AccessFlags create_temporary_table = AccessType::CREATE_TEMPORARY_TABLE;
             if ((level == 0) && (max_flags_with_children & create_table))
                 res |= create_temporary_table;
diff --git a/src/Access/ExternalAuthenticators.cpp b/src/Access/ExternalAuthenticators.cpp
index a0c5fbf1a79..3ed1b21c3c2 100644
--- a/src/Access/ExternalAuthenticators.cpp
+++ b/src/Access/ExternalAuthenticators.cpp
@@ -156,7 +156,7 @@ void ExternalAuthenticators::reset()
     ldap_server_params.clear();
 }
 
-void ExternalAuthenticators::setConfig(const Poco::Util::AbstractConfiguration & config, Poco::Logger * log)
+void ExternalAuthenticators::setConfiguration(const Poco::Util::AbstractConfiguration & config, Poco::Logger * log)
 {
     std::scoped_lock lock(mutex);
     reset();
diff --git a/src/Access/ExternalAuthenticators.h b/src/Access/ExternalAuthenticators.h
index 7484996c472..7502409d817 100644
--- a/src/Access/ExternalAuthenticators.h
+++ b/src/Access/ExternalAuthenticators.h
@@ -26,7 +26,7 @@ class ExternalAuthenticators
 {
 public:
     void reset();
-    void setConfig(const Poco::Util::AbstractConfiguration & config, Poco::Logger * log);
+    void setConfiguration(const Poco::Util::AbstractConfiguration & config, Poco::Logger * log);
 
     void setLDAPServerParams(const String & server, const LDAPServerParams & params);
     LDAPServerParams getLDAPServerParams(const String & server) const;
diff --git a/src/Access/IAccessStorage.cpp b/src/Access/IAccessStorage.cpp
index e5170221e18..58821e7de4b 100644
--- a/src/Access/IAccessStorage.cpp
+++ b/src/Access/IAccessStorage.cpp
@@ -14,6 +14,8 @@ namespace ErrorCodes
     extern const int ACCESS_ENTITY_ALREADY_EXISTS;
     extern const int ACCESS_ENTITY_NOT_FOUND;
     extern const int ACCESS_STORAGE_READONLY;
+    extern const int WRONG_PASSWORD;
+    extern const int IP_ADDRESS_NOT_ALLOWED;
     extern const int AUTHENTICATION_FAILED;
     extern const int LOGICAL_ERROR;
 }
@@ -418,9 +420,21 @@ UUID IAccessStorage::login(
     const String & user_name,
     const String & password,
     const Poco::Net::IPAddress & address,
-    const ExternalAuthenticators & external_authenticators) const
+    const ExternalAuthenticators & external_authenticators,
+    bool replace_exception_with_cannot_authenticate) const
 {
-    return loginImpl(user_name, password, address, external_authenticators);
+    try
+    {
+        return loginImpl(user_name, password, address, external_authenticators);
+    }
+    catch (...)
+    {
+        if (!replace_exception_with_cannot_authenticate)
+            throw;
+
+        tryLogCurrentException(getLogger(), user_name + ": Authentication failed");
+        throwCannotAuthenticate(user_name);
+    }
 }
 
 
@@ -434,11 +448,16 @@ UUID IAccessStorage::loginImpl(
     {
         if (auto user = tryRead<User>(*id))
         {
-            if (isPasswordCorrectImpl(*user, password, external_authenticators) && isAddressAllowedImpl(*user, address))
-                return *id;
+            if (!isPasswordCorrectImpl(*user, password, external_authenticators))
+                throwInvalidPassword();
+
+            if (!isAddressAllowedImpl(*user, address))
+                throwAddressNotAllowed(address);
+
+            return *id;
         }
     }
-    throwCannotAuthenticate(user_name);
+    throwNotFound(EntityType::USER, user_name);
 }
 
 
@@ -554,10 +573,19 @@ void IAccessStorage::throwReadonlyCannotRemove(EntityType type, const String & n
         ErrorCodes::ACCESS_STORAGE_READONLY);
 }
 
+void IAccessStorage::throwAddressNotAllowed(const Poco::Net::IPAddress & address)
+{
+    throw Exception("Connections from " + address.toString() + " are not allowed", ErrorCodes::IP_ADDRESS_NOT_ALLOWED);
+}
+
+void IAccessStorage::throwInvalidPassword()
+{
+    throw Exception("Invalid password", ErrorCodes::WRONG_PASSWORD);
+}
 
 void IAccessStorage::throwCannotAuthenticate(const String & user_name)
 {
-    /// We use the same message for all authentification failures because we don't want to give away any unnecessary information for security reasons,
+    /// We use the same message for all authentication failures because we don't want to give away any unnecessary information for security reasons,
     /// only the log will show the exact reason.
     throw Exception(user_name + ": Authentication failed: password is incorrect or there is no user with such name", ErrorCodes::AUTHENTICATION_FAILED);
 }
diff --git a/src/Access/IAccessStorage.h b/src/Access/IAccessStorage.h
index 5a86e817fb2..ecf6b260712 100644
--- a/src/Access/IAccessStorage.h
+++ b/src/Access/IAccessStorage.h
@@ -144,7 +144,7 @@ public:
 
     /// Finds an user, check its password and returns the ID of the user.
     /// Throws an exception if no such user or password is incorrect.
-    UUID login(const String & user_name, const String & password, const Poco::Net::IPAddress & address, const ExternalAuthenticators & external_authenticators) const;
+    UUID login(const String & user_name, const String & password, const Poco::Net::IPAddress & address, const ExternalAuthenticators & external_authenticators, bool replace_exception_with_cannot_authenticate = true) const;
 
     /// Returns the ID of an user who has logged in (maybe on another node).
     /// The function assumes that the password has been already checked somehow, so we can skip checking it now.
@@ -182,6 +182,8 @@ protected:
     [[noreturn]] void throwReadonlyCannotInsert(EntityType type, const String & name) const;
     [[noreturn]] void throwReadonlyCannotUpdate(EntityType type, const String & name) const;
     [[noreturn]] void throwReadonlyCannotRemove(EntityType type, const String & name) const;
+    [[noreturn]] static void throwAddressNotAllowed(const Poco::Net::IPAddress & address);
+    [[noreturn]] static void throwInvalidPassword();
     [[noreturn]] static void throwCannotAuthenticate(const String & user_name);
 
     using Notification = std::tuple<OnChangedHandler, UUID, AccessEntityPtr>;
diff --git a/src/Access/LDAPAccessStorage.cpp b/src/Access/LDAPAccessStorage.cpp
new file mode 100644
index 00000000000..b20ef3a39a9
--- /dev/null
+++ b/src/Access/LDAPAccessStorage.cpp
@@ -0,0 +1,319 @@
+#include <Access/LDAPAccessStorage.h>
+#include <Access/AccessControlManager.h>
+#include <Access/User.h>
+#include <Access/Role.h>
+#include <Common/Exception.h>
+#include <common/logger_useful.h>
+#include <ext/scope_guard.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include <Poco/JSON/JSON.h>
+#include <Poco/JSON/Object.h>
+#include <Poco/JSON/Stringifier.h>
+#include <boost/range/algorithm/copy.hpp>
+#include <iterator>
+#include <sstream>
+
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+
+LDAPAccessStorage::LDAPAccessStorage(const String & storage_name_, AccessControlManager * access_control_manager_, const Poco::Util::AbstractConfiguration & config, const String & prefix)
+    : IAccessStorage(storage_name_)
+{
+    setConfiguration(access_control_manager_, config, prefix);
+}
+
+
+String LDAPAccessStorage::getLDAPServerName() const
+{
+    return ldap_server;
+}
+
+
+void LDAPAccessStorage::setConfiguration(AccessControlManager * access_control_manager_, const Poco::Util::AbstractConfiguration & config, const String & prefix)
+{
+    std::scoped_lock lock(mutex);
+
+    // TODO: switch to passing config as a ConfigurationView and remove this extra prefix once a version of Poco with proper implementation is available.
+    const String prefix_str = (prefix.empty() ? "" : prefix + ".");
+
+    const bool has_server = config.has(prefix_str + "server");
+    const bool has_roles = config.has(prefix_str + "roles");
+
+    if (!has_server)
+        throw Exception("Missing 'server' field for LDAP user directory.", ErrorCodes::BAD_ARGUMENTS);
+
+    const auto ldap_server_cfg = config.getString(prefix_str + "server");
+    if (ldap_server_cfg.empty())
+        throw Exception("Empty 'server' field for LDAP user directory.", ErrorCodes::BAD_ARGUMENTS);
+
+    std::set<String> roles_cfg;
+    if (has_roles)
+    {
+        Poco::Util::AbstractConfiguration::Keys role_names;
+        config.keys(prefix_str + "roles", role_names);
+
+        // Currently, we only extract names of roles from the section names and assign them directly and unconditionally.
+        roles_cfg.insert(role_names.begin(), role_names.end());
+    }
+
+    access_control_manager = access_control_manager_;
+    ldap_server = ldap_server_cfg;
+    default_role_names.swap(roles_cfg);
+    roles_of_interest.clear();
+    role_change_subscription = access_control_manager->subscribeForChanges<Role>(
+        [this] (const UUID & id, const AccessEntityPtr & entity)
+        {
+            return this->processRoleChange(id, entity);
+        }
+    );
+
+    /// Update `roles_of_interests` with initial values.
+    for (const auto & role_name : default_role_names)
+    {
+        if (auto role_id = access_control_manager->find<Role>(role_name))
+            roles_of_interest.emplace(*role_id, role_name);
+    }
+}
+
+
+void LDAPAccessStorage::processRoleChange(const UUID & id, const AccessEntityPtr & entity)
+{
+    std::scoped_lock lock(mutex);
+
+    /// Update `roles_of_interests`.
+    auto role = typeid_cast<std::shared_ptr<const Role>>(entity);
+    bool need_to_update_users = false;
+
+    if (role && default_role_names.count(role->getName()))
+    {
+        /// If a role was created with one of the `default_role_names` or renamed to one of the `default_role_names`,
+        /// then set `need_to_update_users`.
+        need_to_update_users = roles_of_interest.insert_or_assign(id, role->getName()).second;
+    }
+    else
+    {
+        /// If a role was removed or renamed to a name which isn't contained in the `default_role_names`,
+        /// then set `need_to_update_users`.
+        need_to_update_users = roles_of_interest.erase(id) > 0;
+    }
+
+    /// Update users which have been created.
+    if (need_to_update_users)
+    {
+        auto update_func = [this] (const AccessEntityPtr & entity_) -> AccessEntityPtr
+        {
+            if (auto user = typeid_cast<std::shared_ptr<const User>>(entity_))
+            {
+                auto changed_user = typeid_cast<std::shared_ptr<User>>(user->clone());
+                auto & granted_roles = changed_user->granted_roles.roles;
+                granted_roles.clear();
+                boost::range::copy(roles_of_interest | boost::adaptors::map_keys, std::inserter(granted_roles, granted_roles.end()));
+                return changed_user;
+            }
+            return entity_;
+        };
+        memory_storage.update(memory_storage.findAll<User>(), update_func);
+    }
+}
+
+
+void LDAPAccessStorage::checkAllDefaultRoleNamesFoundNoLock() const
+{
+    boost::container::flat_set<std::string_view> role_names_of_interest;
+    boost::range::copy(roles_of_interest | boost::adaptors::map_values, std::inserter(role_names_of_interest, role_names_of_interest.end()));
+
+    for (const auto & role_name : default_role_names)
+    {
+        if (!role_names_of_interest.count(role_name))
+            throwDefaultRoleNotFound(role_name);
+    }
+}
+
+
+const char * LDAPAccessStorage::getStorageType() const
+{
+    return STORAGE_TYPE;
+}
+
+
+String LDAPAccessStorage::getStorageParamsJSON() const
+{
+    std::scoped_lock lock(mutex);
+    Poco::JSON::Object params_json;
+
+    params_json.set("server", ldap_server);
+    params_json.set("roles", default_role_names);
+
+    std::ostringstream oss;
+    Poco::JSON::Stringifier::stringify(params_json, oss);
+
+    return oss.str();
+}
+
+
+std::optional<UUID> LDAPAccessStorage::findImpl(EntityType type, const String & name) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.find(type, name);
+}
+
+
+std::vector<UUID> LDAPAccessStorage::findAllImpl(EntityType type) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.findAll(type);
+}
+
+
+bool LDAPAccessStorage::existsImpl(const UUID & id) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.exists(id);
+}
+
+
+AccessEntityPtr LDAPAccessStorage::readImpl(const UUID & id) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.read(id);
+}
+
+
+String LDAPAccessStorage::readNameImpl(const UUID & id) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.readName(id);
+}
+
+
+bool LDAPAccessStorage::canInsertImpl(const AccessEntityPtr &) const
+{
+    return false;
+}
+
+
+UUID LDAPAccessStorage::insertImpl(const AccessEntityPtr & entity, bool)
+{
+    throwReadonlyCannotInsert(entity->getType(), entity->getName());
+}
+
+
+void LDAPAccessStorage::removeImpl(const UUID & id)
+{
+    std::scoped_lock lock(mutex);
+    auto entity = read(id);
+    throwReadonlyCannotRemove(entity->getType(), entity->getName());
+}
+
+
+void LDAPAccessStorage::updateImpl(const UUID & id, const UpdateFunc &)
+{
+    std::scoped_lock lock(mutex);
+    auto entity = read(id);
+    throwReadonlyCannotUpdate(entity->getType(), entity->getName());
+}
+
+
+ext::scope_guard LDAPAccessStorage::subscribeForChangesImpl(const UUID & id, const OnChangedHandler & handler) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.subscribeForChanges(id, handler);
+}
+
+
+ext::scope_guard LDAPAccessStorage::subscribeForChangesImpl(EntityType type, const OnChangedHandler & handler) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.subscribeForChanges(type, handler);
+}
+
+
+bool LDAPAccessStorage::hasSubscriptionImpl(const UUID & id) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.hasSubscription(id);
+}
+
+
+bool LDAPAccessStorage::hasSubscriptionImpl(EntityType type) const
+{
+    std::scoped_lock lock(mutex);
+    return memory_storage.hasSubscription(type);
+}
+
+UUID LDAPAccessStorage::loginImpl(const String & user_name, const String & password, const Poco::Net::IPAddress & address, const ExternalAuthenticators & external_authenticators) const
+{
+    std::scoped_lock lock(mutex);
+    auto id = memory_storage.find<User>(user_name);
+    if (id)
+    {
+        auto user = memory_storage.read<User>(*id);
+
+        if (!isPasswordCorrectImpl(*user, password, external_authenticators))
+            throwInvalidPassword();
+
+        if (!isAddressAllowedImpl(*user, address))
+            throwAddressNotAllowed(address);
+
+        return *id;
+    }
+    else
+    {
+        // User does not exist, so we create one, and will add it if authentication is successful.
+        auto user = std::make_shared<User>();
+        user->setName(user_name);
+        user->authentication = Authentication(Authentication::Type::LDAP_SERVER);
+        user->authentication.setServerName(ldap_server);
+
+        if (!isPasswordCorrectImpl(*user, password, external_authenticators))
+            throwInvalidPassword();
+
+        if (!isAddressAllowedImpl(*user, address))
+            throwAddressNotAllowed(address);
+
+        checkAllDefaultRoleNamesFoundNoLock();
+
+        auto & granted_roles = user->granted_roles.roles;
+        boost::range::copy(roles_of_interest | boost::adaptors::map_keys, std::inserter(granted_roles, granted_roles.end()));
+
+        return memory_storage.insert(user);
+    }
+}
+
+UUID LDAPAccessStorage::getIDOfLoggedUserImpl(const String & user_name) const
+{
+    std::scoped_lock lock(mutex);
+    auto id = memory_storage.find<User>(user_name);
+    if (id)
+    {
+        return *id;
+    }
+    else
+    {
+        // User does not exist, so we create one, and add it pretending that the authentication is successful.
+        auto user = std::make_shared<User>();
+        user->setName(user_name);
+        user->authentication = Authentication(Authentication::Type::LDAP_SERVER);
+        user->authentication.setServerName(ldap_server);
+
+        checkAllDefaultRoleNamesFoundNoLock();
+
+        auto & granted_roles = user->granted_roles.roles;
+        boost::range::copy(roles_of_interest | boost::adaptors::map_keys, std::inserter(granted_roles, granted_roles.end()));
+
+        return memory_storage.insert(user);
+    }
+}
+
+void LDAPAccessStorage::throwDefaultRoleNotFound(const String & role_name)
+{
+    throw Exception("One of the default roles, the role '" + role_name + "', is not found", IAccessEntity::TypeInfo::get(IAccessEntity::Type::ROLE).not_found_error_code);
+}
+
+}
diff --git a/src/Access/LDAPAccessStorage.h b/src/Access/LDAPAccessStorage.h
new file mode 100644
index 00000000000..b1b0001d9bc
--- /dev/null
+++ b/src/Access/LDAPAccessStorage.h
@@ -0,0 +1,73 @@
+#pragma once
+
+#include <Access/MemoryAccessStorage.h>
+#include <Core/Types.h>
+#include <ext/scope_guard.h>
+#include <map>
+#include <mutex>
+#include <set>
+
+
+namespace Poco
+{
+    namespace Util
+    {
+        class AbstractConfiguration;
+    }
+}
+
+
+namespace DB
+{
+class AccessControlManager;
+
+/// Implementation of IAccessStorage which allows attaching users from a remote LDAP server.
+/// Currently, any user name will be treated as a name of an existing remote user,
+/// a user info entity will be created, with LDAP_SERVER authentication type.
+class LDAPAccessStorage : public IAccessStorage
+{
+public:
+    static constexpr char STORAGE_TYPE[] = "ldap";
+
+    explicit LDAPAccessStorage(const String & storage_name_, AccessControlManager * access_control_manager_, const Poco::Util::AbstractConfiguration & config, const String & prefix);
+    virtual ~LDAPAccessStorage() override = default;
+
+    String getLDAPServerName() const;
+
+public: // IAccessStorage implementations.
+    virtual const char * getStorageType() const override;
+    virtual String getStorageParamsJSON() const override;
+
+private: // IAccessStorage implementations.
+    virtual std::optional<UUID> findImpl(EntityType type, const String & name) const override;
+    virtual std::vector<UUID> findAllImpl(EntityType type) const override;
+    virtual bool existsImpl(const UUID & id) const override;
+    virtual AccessEntityPtr readImpl(const UUID & id) const override;
+    virtual String readNameImpl(const UUID & id) const override;
+    virtual bool canInsertImpl(const AccessEntityPtr &) const override;
+    virtual UUID insertImpl(const AccessEntityPtr & entity, bool replace_if_exists) override;
+    virtual void removeImpl(const UUID & id) override;
+    virtual void updateImpl(const UUID & id, const UpdateFunc & update_func) override;
+    virtual ext::scope_guard subscribeForChangesImpl(const UUID & id, const OnChangedHandler & handler) const override;
+    virtual ext::scope_guard subscribeForChangesImpl(EntityType type, const OnChangedHandler & handler) const override;
+    virtual bool hasSubscriptionImpl(const UUID & id) const override;
+    virtual bool hasSubscriptionImpl(EntityType type) const override;
+    virtual UUID loginImpl(const String & user_name, const String & password, const Poco::Net::IPAddress & address, const ExternalAuthenticators & external_authenticators) const override;
+    virtual UUID getIDOfLoggedUserImpl(const String & user_name) const override;
+
+private:
+    void setConfiguration(AccessControlManager * access_control_manager_, const Poco::Util::AbstractConfiguration & config, const String & prefix);
+    void processRoleChange(const UUID & id, const AccessEntityPtr & entity);
+    void checkAllDefaultRoleNamesFoundNoLock() const;
+
+    [[noreturn]] static void throwDefaultRoleNotFound(const String & role_name);
+
+    mutable std::recursive_mutex mutex;
+    AccessControlManager * access_control_manager = nullptr;
+    String ldap_server;
+    std::set<String> default_role_names;
+    std::map<UUID, String> roles_of_interest;
+    ext::scope_guard role_change_subscription;
+    mutable MemoryAccessStorage memory_storage;
+};
+}
diff --git a/src/Access/LDAPClient.cpp b/src/Access/LDAPClient.cpp
index a85e96ab86c..a3223902361 100644
--- a/src/Access/LDAPClient.cpp
+++ b/src/Access/LDAPClient.cpp
@@ -2,6 +2,8 @@
 #include <Common/Exception.h>
 #include <ext/scope_guard.h>
 
+#include <mutex>
+
 #include <cstring>
 
 #include <sys/time.h>
@@ -27,16 +29,13 @@ LDAPClient::~LDAPClient()
     closeConnection();
 }
 
-void LDAPClient::openConnection()
-{
-    const bool graceful_bind_failure = false;
-    diag(openConnection(graceful_bind_failure));
-}
-
 #if USE_LDAP
 
 namespace
 {
+
+    std::recursive_mutex ldap_global_mutex;
+
     auto escapeForLDAP(const String & src)
     {
         String dest;
@@ -63,10 +62,13 @@ namespace
 
         return dest;
     }
+
 }
 
 void LDAPClient::diag(const int rc)
 {
+    std::scoped_lock lock(ldap_global_mutex);
+
     if (rc != LDAP_SUCCESS)
     {
         String text;
@@ -100,8 +102,10 @@ void LDAPClient::diag(const int rc)
     }
 }
 
-int LDAPClient::openConnection(const bool graceful_bind_failure)
+void LDAPClient::openConnection()
 {
+    std::scoped_lock lock(ldap_global_mutex);
+
     closeConnection();
 
     {
@@ -232,8 +236,6 @@ int LDAPClient::openConnection(const bool graceful_bind_failure)
     if (params.enable_tls == LDAPServerParams::TLSEnable::YES_STARTTLS)
         diag(ldap_start_tls_s(handle, nullptr, nullptr));
 
-    int rc = LDAP_OTHER;
-
     switch (params.sasl_mechanism)
     {
         case LDAPServerParams::SASLMechanism::SIMPLE:
@@ -244,20 +246,21 @@ int LDAPClient::openConnection(const bool graceful_bind_failure)
             cred.bv_val = const_cast<char *>(params.password.c_str());
             cred.bv_len = params.password.size();
 
-            rc = ldap_sasl_bind_s(handle, dn.c_str(), LDAP_SASL_SIMPLE, &cred, nullptr, nullptr, nullptr);
-
-            if (!graceful_bind_failure)
-                diag(rc);
+            diag(ldap_sasl_bind_s(handle, dn.c_str(), LDAP_SASL_SIMPLE, &cred, nullptr, nullptr, nullptr));
 
             break;
         }
+        default:
+        {
+            throw Exception("Unknown SASL mechanism", ErrorCodes::LDAP_ERROR);
+        }
     }
-
-    return rc;
 }
 
 void LDAPClient::closeConnection() noexcept
 {
+    std::scoped_lock lock(ldap_global_mutex);
+
     if (!handle)
         return;
 
@@ -267,42 +270,21 @@ void LDAPClient::closeConnection() noexcept
 
 bool LDAPSimpleAuthClient::check()
 {
-    if (params.user.empty())
-        throw Exception("LDAP authentication of a user with an empty name is not allowed", ErrorCodes::BAD_ARGUMENTS);
+    std::scoped_lock lock(ldap_global_mutex);
 
+    if (params.user.empty())
+        throw Exception("LDAP authentication of a user with empty name is not allowed", ErrorCodes::BAD_ARGUMENTS);
+
+    // Silently reject authentication attempt if the password is empty as if it didn't match.
     if (params.password.empty())
-        return false; // Silently reject authentication attempt if the password is empty as if it didn't match.
+        return false;
 
     SCOPE_EXIT({ closeConnection(); });
 
-    const bool graceful_bind_failure = true;
-    const auto rc = openConnection(graceful_bind_failure);
+    // Will throw on any error, including invalid credentials.
+    openConnection();
 
-    bool result = false;
-
-    switch (rc)
-    {
-        case LDAP_SUCCESS:
-        {
-            result = true;
-            break;
-        }
-
-        case LDAP_INVALID_CREDENTIALS:
-        {
-            result = false;
-            break;
-        }
-
-        default:
-        {
-            result = false;
-            diag(rc);
-            break;
-        }
-    }
-
-    return result;
+    return true;
 }
 
 #else // USE_LDAP
@@ -312,7 +294,7 @@ void LDAPClient::diag(const int)
     throw Exception("ClickHouse was built without LDAP support", ErrorCodes::FEATURE_IS_NOT_ENABLED_AT_BUILD_TIME);
 }
 
-int LDAPClient::openConnection(const bool)
+void LDAPClient::openConnection()
 {
     throw Exception("ClickHouse was built without LDAP support", ErrorCodes::FEATURE_IS_NOT_ENABLED_AT_BUILD_TIME);
 }
diff --git a/src/Access/LDAPClient.h b/src/Access/LDAPClient.h
index b117ed9a026..777c87c5b94 100644
--- a/src/Access/LDAPClient.h
+++ b/src/Access/LDAPClient.h
@@ -32,7 +32,6 @@ public:
 protected:
     MAYBE_NORETURN void diag(const int rc);
     MAYBE_NORETURN void openConnection();
-    int openConnection(const bool graceful_bind_failure = false);
     void closeConnection() noexcept;
 
 protected:
diff --git a/src/Access/LDAPParams.h b/src/Access/LDAPParams.h
index 2168ce45203..eeadba6bc01 100644
--- a/src/Access/LDAPParams.h
+++ b/src/Access/LDAPParams.h
@@ -42,6 +42,7 @@ struct LDAPServerParams
 
     enum class SASLMechanism
     {
+        UNKNOWN,
         SIMPLE
     };
 
diff --git a/src/Access/MemoryAccessStorage.cpp b/src/Access/MemoryAccessStorage.cpp
index 114c8eb8bee..58280c8b1d7 100644
--- a/src/Access/MemoryAccessStorage.cpp
+++ b/src/Access/MemoryAccessStorage.cpp
@@ -69,7 +69,7 @@ UUID MemoryAccessStorage::insertImpl(const AccessEntityPtr & new_entity, bool re
 
     UUID id = generateRandomID();
     std::lock_guard lock{mutex};
-    insertNoLock(generateRandomID(), new_entity, replace_if_exists, notifications);
+    insertNoLock(id, new_entity, replace_if_exists, notifications);
     return id;
 }
 
diff --git a/src/Access/MultipleAccessStorage.cpp b/src/Access/MultipleAccessStorage.cpp
index 8ddc7410d8d..a8ce3f602ed 100644
--- a/src/Access/MultipleAccessStorage.cpp
+++ b/src/Access/MultipleAccessStorage.cpp
@@ -2,6 +2,7 @@
 #include <Common/Exception.h>
 #include <ext/range.h>
 #include <boost/range/adaptor/map.hpp>
+#include <boost/range/adaptor/reversed.hpp>
 #include <boost/range/algorithm/copy.hpp>
 #include <boost/range/algorithm/find.hpp>
 
@@ -27,6 +28,15 @@ MultipleAccessStorage::MultipleAccessStorage(const String & storage_name_)
 {
 }
 
+MultipleAccessStorage::~MultipleAccessStorage()
+{
+    /// It's better to remove the storages in the reverse order because they could depend on each other somehow.
+    const auto storages = getStoragesPtr();
+    for (const auto & storage : *storages | boost::adaptors::reversed)
+    {
+        removeStorage(storage);
+    }
+}
 
 void MultipleAccessStorage::setStorages(const std::vector<StoragePtr> & storages)
 {
@@ -400,7 +410,7 @@ UUID MultipleAccessStorage::loginImpl(const String & user_name, const String & p
     {
         try
         {
-            auto id = storage->login(user_name, password, address, external_authenticators);
+            auto id = storage->login(user_name, password, address, external_authenticators, /* replace_exception_with_cannot_authenticate = */ false);
             std::lock_guard lock{mutex};
             ids_cache.set(id, storage);
             return id;
@@ -416,7 +426,7 @@ UUID MultipleAccessStorage::loginImpl(const String & user_name, const String & p
             throw;
         }
     }
-    throwCannotAuthenticate(user_name);
+    throwNotFound(EntityType::USER, user_name);
 }
 
 
diff --git a/src/Access/MultipleAccessStorage.h b/src/Access/MultipleAccessStorage.h
index 36551f1cbc8..8844de8c029 100644
--- a/src/Access/MultipleAccessStorage.h
+++ b/src/Access/MultipleAccessStorage.h
@@ -18,6 +18,7 @@ public:
     using ConstStoragePtr = std::shared_ptr<const Storage>;
 
     MultipleAccessStorage(const String & storage_name_ = STORAGE_TYPE);
+    ~MultipleAccessStorage() override;
 
     const char * getStorageType() const override { return STORAGE_TYPE; }
 
diff --git a/src/Access/ya.make b/src/Access/ya.make
index e5fa73f107c..1ec8cb32c97 100644
--- a/src/Access/ya.make
+++ b/src/Access/ya.make
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     AccessControlManager.cpp
@@ -24,6 +23,7 @@ SRCS(
     GrantedRoles.cpp
     IAccessEntity.cpp
     IAccessStorage.cpp
+    LDAPAccessStorage.cpp
     LDAPClient.cpp
     MemoryAccessStorage.cpp
     MultipleAccessStorage.cpp
diff --git a/src/Access/ya.make.in b/src/Access/ya.make.in
index e48d0d1bda7..ce7cd88b272 100644
--- a/src/Access/ya.make.in
+++ b/src/Access/ya.make.in
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/AggregateFunctions/AggregateFunctionBoundingRatio.cpp b/src/AggregateFunctions/AggregateFunctionBoundingRatio.cpp
index e338b060b12..6f4f254ae8f 100644
--- a/src/AggregateFunctions/AggregateFunctionBoundingRatio.cpp
+++ b/src/AggregateFunctions/AggregateFunctionBoundingRatio.cpp
@@ -31,7 +31,7 @@ AggregateFunctionPtr createAggregateFunctionRate(const std::string & name, const
 
 void registerAggregateFunctionRate(AggregateFunctionFactory & factory)
 {
-    factory.registerFunction("boundingRatio", createAggregateFunctionRate, AggregateFunctionFactory::CaseInsensitive);
+    factory.registerFunction("boundingRatio", createAggregateFunctionRate);
 }
 
 }
diff --git a/src/AggregateFunctions/AggregateFunctionCount.cpp b/src/AggregateFunctions/AggregateFunctionCount.cpp
index 05824947b87..6ea63bedaf0 100644
--- a/src/AggregateFunctions/AggregateFunctionCount.cpp
+++ b/src/AggregateFunctions/AggregateFunctionCount.cpp
@@ -8,7 +8,7 @@ namespace DB
 {
 
 AggregateFunctionPtr AggregateFunctionCount::getOwnNullAdapter(
-    const AggregateFunctionPtr &, const DataTypes & types, const Array & params, const AggregateFunctionProperties & /*properties*/) const
+    const AggregateFunctionPtr &, const DataTypes & types, const Array & params) const
 {
     return std::make_shared<AggregateFunctionCountNotNullUnary>(types[0], params);
 }
diff --git a/src/AggregateFunctions/AggregateFunctionCount.h b/src/AggregateFunctions/AggregateFunctionCount.h
index eb1583df92a..29c5de0021c 100644
--- a/src/AggregateFunctions/AggregateFunctionCount.h
+++ b/src/AggregateFunctions/AggregateFunctionCount.h
@@ -69,7 +69,7 @@ public:
     }
 
     AggregateFunctionPtr getOwnNullAdapter(
-        const AggregateFunctionPtr &, const DataTypes & types, const Array & params, const AggregateFunctionProperties & /*properties*/) const override;
+        const AggregateFunctionPtr &, const DataTypes & types, const Array & params) const override;
 };
 
 
diff --git a/src/AggregateFunctions/AggregateFunctionGroupArray.h b/src/AggregateFunctions/AggregateFunctionGroupArray.h
index 83e096c797b..02b9003eb96 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupArray.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupArray.h
@@ -296,7 +296,7 @@ public:
         {
             typename ColumnVector<T>::Container & data_to = assert_cast<ColumnVector<T> &>(arr_to.getData()).getData();
             if constexpr (is_big_int_v<T>)
-                // is data_to empty? we should probaly use std::vector::insert then
+                // is data_to empty? we should probably use std::vector::insert then
                 for (auto it = this->data(place).value.begin(); it != this->data(place).value.end(); it++)
                     data_to.push_back(*it);
             else
diff --git a/src/AggregateFunctions/AggregateFunctionGroupBitmapData.h b/src/AggregateFunctions/AggregateFunctionGroupBitmapData.h
index d457d01f523..d80e5e81f19 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupBitmapData.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupBitmapData.h
@@ -13,7 +13,6 @@
 // this one: https://github.com/RoaringBitmap/CRoaring/blob/master/include/roaring/roaring.h
 #include <roaring/roaring.h>
 
-
 namespace DB
 {
 /**
@@ -599,128 +598,6 @@ public:
         }
     }
 
-private:
-    /// To read and write the DB Buffer directly, migrate code from CRoaring
-    void db_roaring_bitmap_add_many(DB::ReadBuffer & db_buf, roaring_bitmap_t * r, size_t n_args)
-    {
-        void * container = nullptr; // hold value of last container touched
-        uint8_t typecode = 0; // typecode of last container touched
-        uint32_t prev = 0; // previous valued inserted
-        size_t i = 0; // index of value
-        int containerindex = 0;
-        if (n_args == 0)
-            return;
-        uint32_t val;
-        readBinary(val, db_buf);
-        container = containerptr_roaring_bitmap_add(r, val, &typecode, &containerindex);
-        prev = val;
-        ++i;
-        for (; i < n_args; ++i)
-        {
-            readBinary(val, db_buf);
-            if (((prev ^ val) >> 16) == 0)
-            { // no need to seek the container, it is at hand
-                // because we already have the container at hand, we can do the
-                // insertion
-                // automatically, bypassing the roaring_bitmap_add call
-                uint8_t newtypecode = typecode;
-                void * container2 = container_add(container, val & 0xFFFF, typecode, &newtypecode);
-                // rare instance when we need to
-                if (container2 != container)
-                {
-                    // change the container type
-                    container_free(container, typecode);
-                    ra_set_container_at_index(&r->high_low_container, containerindex, container2, newtypecode);
-                    typecode = newtypecode;
-                    container = container2;
-                }
-            }
-            else
-            {
-                container = containerptr_roaring_bitmap_add(r, val, &typecode, &containerindex);
-            }
-            prev = val;
-        }
-    }
-
-    void db_ra_to_uint32_array(DB::WriteBuffer & db_buf, roaring_array_t * ra) const
-    {
-        size_t ctr = 0;
-        for (Int32 i = 0; i < ra->size; ++i)
-        {
-            Int32 num_added = db_container_to_uint32_array(db_buf, ra->containers[i], ra->typecodes[i], (static_cast<UInt32>(ra->keys[i])) << 16);
-            ctr += num_added;
-        }
-    }
-
-    UInt32 db_container_to_uint32_array(DB::WriteBuffer & db_buf, const void * container, uint8_t typecode, UInt32 base) const
-    {
-        container = container_unwrap_shared(container, &typecode);
-        switch (typecode)
-        {
-            case BITSET_CONTAINER_TYPE_CODE:
-                return db_bitset_container_to_uint32_array(db_buf, static_cast<const bitset_container_t *>(container), base);
-            case ARRAY_CONTAINER_TYPE_CODE:
-                return db_array_container_to_uint32_array(db_buf, static_cast<const array_container_t *>(container), base);
-            case RUN_CONTAINER_TYPE_CODE:
-                return db_run_container_to_uint32_array(db_buf, static_cast<const run_container_t *>(container), base);
-        }
-        return 0;
-    }
-
-    UInt32 db_bitset_container_to_uint32_array(DB::WriteBuffer & db_buf, const bitset_container_t * cont, UInt32 base) const
-    {
-        return static_cast<UInt32>(db_bitset_extract_setbits(db_buf, cont->array, BITSET_CONTAINER_SIZE_IN_WORDS, base));
-    }
-
-    size_t db_bitset_extract_setbits(DB::WriteBuffer & db_buf, UInt64 * bitset, size_t length, UInt32 base) const
-    {
-        UInt32 outpos = 0;
-        for (size_t i = 0; i < length; ++i)
-        {
-            UInt64 w = bitset[i];
-            while (w != 0)
-            {
-                UInt64 t = w & (~w + 1); // on x64, should compile to BLSI (careful: the Intel compiler seems to fail)
-                UInt32 r = __builtin_ctzll(w); // on x64, should compile to TZCNT
-                UInt32 val = r + base;
-                writePODBinary(val, db_buf);
-                outpos++;
-                w ^= t;
-            }
-            base += 64;
-        }
-        return outpos;
-    }
-
-    int db_array_container_to_uint32_array(DB::WriteBuffer & db_buf, const array_container_t * cont, UInt32 base) const
-    {
-        UInt32 outpos = 0;
-        for (Int32 i = 0; i < cont->cardinality; ++i)
-        {
-            const UInt32 val = base + cont->array[i];
-            writePODBinary(val, db_buf);
-            outpos++;
-        }
-        return outpos;
-    }
-
-    int db_run_container_to_uint32_array(DB::WriteBuffer & db_buf, const run_container_t * cont, UInt32 base) const
-    {
-        UInt32 outpos = 0;
-        for (Int32 i = 0; i < cont->n_runs; ++i)
-        {
-            UInt32 run_start = base + cont->runs[i].value;
-            UInt16 le = cont->runs[i].length;
-            for (Int32 j = 0; j <= le; ++j)
-            {
-                UInt32 val = run_start + j;
-                writePODBinary(val, db_buf);
-                outpos++;
-            }
-        }
-        return outpos;
-    }
 };
 
 template <typename T>
diff --git a/src/AggregateFunctions/AggregateFunctionIf.cpp b/src/AggregateFunctions/AggregateFunctionIf.cpp
index 47afddaf7ff..19a175de911 100644
--- a/src/AggregateFunctions/AggregateFunctionIf.cpp
+++ b/src/AggregateFunctions/AggregateFunctionIf.cpp
@@ -1,7 +1,6 @@
 #include <AggregateFunctions/AggregateFunctionIf.h>
 #include <AggregateFunctions/AggregateFunctionCombinatorFactory.h>
 #include "registerAggregateFunctions.h"
-#include "AggregateFunctionNull.h"
 
 
 namespace DB
@@ -9,7 +8,6 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int LOGICAL_ERROR;
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
 }
@@ -42,164 +40,6 @@ public:
     }
 };
 
-/** There are two cases: for single argument and variadic.
-  * Code for single argument is much more efficient.
-  */
-template <bool result_is_nullable, bool serialize_flag>
-class AggregateFunctionIfNullUnary final
-    : public AggregateFunctionNullBase<result_is_nullable, serialize_flag,
-        AggregateFunctionIfNullUnary<result_is_nullable, serialize_flag>>
-{
-private:
-    size_t num_arguments;
-
-    using Base = AggregateFunctionNullBase<result_is_nullable, serialize_flag,
-        AggregateFunctionIfNullUnary<result_is_nullable, serialize_flag>>;
-public:
-
-    String getName() const override
-    {
-        return Base::getName() + "If";
-    }
-
-    AggregateFunctionIfNullUnary(AggregateFunctionPtr nested_function_, const DataTypes & arguments, const Array & params)
-        : Base(std::move(nested_function_), arguments, params), num_arguments(arguments.size())
-    {
-        if (num_arguments == 0)
-            throw Exception("Aggregate function " + getName() + " require at least one argument",
-                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
-    }
-
-    static inline bool singleFilter(const IColumn ** columns, size_t row_num, size_t num_arguments)
-    {
-        const IColumn * filter_column = columns[num_arguments - 1];
-        if (const ColumnNullable * nullable_column = typeid_cast<const ColumnNullable *>(filter_column))
-            filter_column = nullable_column->getNestedColumnPtr().get();
-
-        return assert_cast<const ColumnUInt8 &>(*filter_column).getData()[row_num];
-    }
-
-    void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena * arena) const override
-    {
-        const ColumnNullable * column = assert_cast<const ColumnNullable *>(columns[0]);
-        const IColumn * nested_column = &column->getNestedColumn();
-        if (!column->isNullAt(row_num) && singleFilter(columns, row_num, num_arguments))
-        {
-            this->setFlag(place);
-            this->nested_function->add(this->nestedPlace(place), &nested_column, row_num, arena);
-        }
-    }
-};
-
-template <bool result_is_nullable, bool serialize_flag, bool null_is_skipped>
-class AggregateFunctionIfNullVariadic final
-    : public AggregateFunctionNullBase<result_is_nullable, serialize_flag,
-        AggregateFunctionIfNullVariadic<result_is_nullable, serialize_flag, null_is_skipped>>
-{
-public:
-
-    String getName() const override
-    {
-        return Base::getName() + "If";
-    }
-
-    AggregateFunctionIfNullVariadic(AggregateFunctionPtr nested_function_, const DataTypes & arguments, const Array & params)
-        : Base(std::move(nested_function_), arguments, params), number_of_arguments(arguments.size())
-    {
-        if (number_of_arguments == 1)
-            throw Exception("Logical error: single argument is passed to AggregateFunctionIfNullVariadic", ErrorCodes::LOGICAL_ERROR);
-
-        if (number_of_arguments > MAX_ARGS)
-            throw Exception("Maximum number of arguments for aggregate function with Nullable types is " + toString(size_t(MAX_ARGS)),
-                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
-
-        for (size_t i = 0; i < number_of_arguments; ++i)
-            is_nullable[i] = arguments[i]->isNullable();
-    }
-
-    static inline bool singleFilter(const IColumn ** columns, size_t row_num, size_t num_arguments)
-    {
-        return assert_cast<const ColumnUInt8 &>(*columns[num_arguments - 1]).getData()[row_num];
-    }
-
-    void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena * arena) const override
-    {
-        /// This container stores the columns we really pass to the nested function.
-        const IColumn * nested_columns[number_of_arguments];
-
-        for (size_t i = 0; i < number_of_arguments; ++i)
-        {
-            if (is_nullable[i])
-            {
-                const ColumnNullable & nullable_col = assert_cast<const ColumnNullable &>(*columns[i]);
-                if (null_is_skipped && nullable_col.isNullAt(row_num))
-                {
-                    /// If at least one column has a null value in the current row,
-                    /// we don't process this row.
-                    return;
-                }
-                nested_columns[i] = &nullable_col.getNestedColumn();
-            }
-            else
-                nested_columns[i] = columns[i];
-        }
-
-        if (singleFilter(nested_columns, row_num, number_of_arguments))
-        {
-            this->setFlag(place);
-            this->nested_function->add(this->nestedPlace(place), nested_columns, row_num, arena);
-        }
-    }
-
-private:
-    using Base = AggregateFunctionNullBase<result_is_nullable, serialize_flag,
-        AggregateFunctionIfNullVariadic<result_is_nullable, serialize_flag, null_is_skipped>>;
-
-    enum { MAX_ARGS = 8 };
-    size_t number_of_arguments = 0;
-    std::array<char, MAX_ARGS> is_nullable;    /// Plain array is better than std::vector due to one indirection less.
-};
-
-
-AggregateFunctionPtr AggregateFunctionIf::getOwnNullAdapter(
-    const AggregateFunctionPtr & nested_function, const DataTypes & arguments,
-    const Array & params, const AggregateFunctionProperties & properties) const
-{
-    bool return_type_is_nullable = !properties.returns_default_when_only_null && getReturnType()->canBeInsideNullable();
-    size_t nullable_size = std::count_if(arguments.begin(), arguments.end(), [](const auto & element) { return element->isNullable(); });
-    return_type_is_nullable &= nullable_size != 1 || !arguments.back()->isNullable();   /// If only condition is nullable. we should non-nullable type.
-    bool serialize_flag = return_type_is_nullable || properties.returns_default_when_only_null;
-
-    if (arguments.size() <= 2 && arguments.front()->isNullable())
-    {
-        if (return_type_is_nullable)
-        {
-            return std::make_shared<AggregateFunctionIfNullUnary<true, true>>(nested_func, arguments, params);
-        }
-        else
-        {
-            if (serialize_flag)
-                return std::make_shared<AggregateFunctionIfNullUnary<false, true>>(nested_func, arguments, params);
-            else
-                return std::make_shared<AggregateFunctionIfNullUnary<false, false>>(nested_func, arguments, params);
-        }
-    }
-    else
-    {
-        if (return_type_is_nullable)
-        {
-            return std::make_shared<AggregateFunctionIfNullVariadic<true, true, true>>(nested_function, arguments, params);
-        }
-        else
-        {
-            if (serialize_flag)
-                return std::make_shared<AggregateFunctionIfNullVariadic<false, true, true>>(nested_function, arguments, params);
-            else
-                return std::make_shared<AggregateFunctionIfNullVariadic<false, true, false>>(nested_function, arguments, params);
-        }
-    }
-}
-
 void registerAggregateFunctionCombinatorIf(AggregateFunctionCombinatorFactory & factory)
 {
     factory.registerCombinator(std::make_shared<AggregateFunctionCombinatorIf>());
diff --git a/src/AggregateFunctions/AggregateFunctionIf.h b/src/AggregateFunctions/AggregateFunctionIf.h
index d5d2b9be0dd..f04450c9142 100644
--- a/src/AggregateFunctions/AggregateFunctionIf.h
+++ b/src/AggregateFunctions/AggregateFunctionIf.h
@@ -109,10 +109,6 @@ public:
     {
         return nested_func->isState();
     }
-
-    AggregateFunctionPtr getOwnNullAdapter(
-        const AggregateFunctionPtr & nested_function, const DataTypes & arguments,
-        const Array & params, const AggregateFunctionProperties & properties) const override;
 };
 
 }
diff --git a/src/AggregateFunctions/AggregateFunctionMLMethod.cpp b/src/AggregateFunctions/AggregateFunctionMLMethod.cpp
index 5cbdf4c3b45..812794902df 100644
--- a/src/AggregateFunctions/AggregateFunctionMLMethod.cpp
+++ b/src/AggregateFunctions/AggregateFunctionMLMethod.cpp
@@ -143,13 +143,12 @@ void LinearModelData::updateState()
 
 void LinearModelData::predict(
     ColumnVector<Float64>::Container & container,
-    ColumnsWithTypeAndName & columns,
+    ColumnsWithTypeAndName & arguments,
     size_t offset,
     size_t limit,
-    const ColumnNumbers & arguments,
     const Context & context) const
 {
-    gradient_computer->predict(container, columns, offset, limit, arguments, weights, bias, context);
+    gradient_computer->predict(container, arguments, offset, limit, weights, bias, context);
 }
 
 void LinearModelData::returnWeights(IColumn & to) const
@@ -449,15 +448,14 @@ void IWeightsUpdater::addToBatch(
 
 void LogisticRegression::predict(
     ColumnVector<Float64>::Container & container,
-    ColumnsWithTypeAndName & columns,
+    ColumnsWithTypeAndName & arguments,
     size_t offset,
     size_t limit,
-    const ColumnNumbers & arguments,
     const std::vector<Float64> & weights,
     Float64 bias,
     const Context & /*context*/) const
 {
-    size_t rows_num = columns[arguments.front()].column->size();
+    size_t rows_num = arguments.front().column->size();
 
     if (offset > rows_num || offset + limit > rows_num)
         throw Exception("Invalid offset and limit for LogisticRegression::predict. "
@@ -468,7 +466,7 @@ void LogisticRegression::predict(
 
     for (size_t i = 1; i < arguments.size(); ++i)
     {
-        const ColumnWithTypeAndName & cur_col = columns[arguments[i]];
+        const ColumnWithTypeAndName & cur_col = arguments[i];
 
         if (!isNativeNumber(cur_col.type))
             throw Exception("Prediction arguments must have numeric type", ErrorCodes::BAD_ARGUMENTS);
@@ -518,10 +516,9 @@ void LogisticRegression::compute(
 
 void LinearRegression::predict(
     ColumnVector<Float64>::Container & container,
-    ColumnsWithTypeAndName & columns,
+    ColumnsWithTypeAndName & arguments,
     size_t offset,
     size_t limit,
-    const ColumnNumbers & arguments,
     const std::vector<Float64> & weights,
     Float64 bias,
     const Context & /*context*/) const
@@ -531,7 +528,7 @@ void LinearRegression::predict(
         throw Exception("In predict function number of arguments differs from the size of weights vector", ErrorCodes::LOGICAL_ERROR);
     }
 
-    size_t rows_num = columns[arguments.front()].column->size();
+    size_t rows_num = arguments.front().column->size();
 
     if (offset > rows_num || offset + limit > rows_num)
         throw Exception("Invalid offset and limit for LogisticRegression::predict. "
@@ -542,7 +539,7 @@ void LinearRegression::predict(
 
     for (size_t i = 1; i < arguments.size(); ++i)
     {
-        const ColumnWithTypeAndName & cur_col = columns[arguments[i]];
+        const ColumnWithTypeAndName & cur_col = arguments[i];
 
         if (!isNativeNumber(cur_col.type))
             throw Exception("Prediction arguments must have numeric type", ErrorCodes::BAD_ARGUMENTS);
diff --git a/src/AggregateFunctions/AggregateFunctionMLMethod.h b/src/AggregateFunctions/AggregateFunctionMLMethod.h
index 6f7c1232f4a..494907c4002 100644
--- a/src/AggregateFunctions/AggregateFunctionMLMethod.h
+++ b/src/AggregateFunctions/AggregateFunctionMLMethod.h
@@ -39,10 +39,9 @@ public:
 
     virtual void predict(
         ColumnVector<Float64>::Container & container,
-        ColumnsWithTypeAndName & columns,
+        ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const ColumnNumbers & arguments,
         const std::vector<Float64> & weights,
         Float64 bias,
         const Context & context) const = 0;
@@ -65,10 +64,9 @@ public:
 
     void predict(
         ColumnVector<Float64>::Container & container,
-        ColumnsWithTypeAndName & columns,
+        ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const ColumnNumbers & arguments,
         const std::vector<Float64> & weights,
         Float64 bias,
         const Context & context) const override;
@@ -91,10 +89,9 @@ public:
 
     void predict(
         ColumnVector<Float64>::Container & container,
-        ColumnsWithTypeAndName & columns,
+        ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const ColumnNumbers & arguments,
         const std::vector<Float64> & weights,
         Float64 bias,
         const Context & context) const override;
@@ -264,10 +261,9 @@ public:
 
     void predict(
         ColumnVector<Float64>::Container & container,
-        ColumnsWithTypeAndName & columns,
+        ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const ColumnNumbers & arguments,
         const Context & context) const;
 
     void returnWeights(IColumn & to) const;
@@ -364,10 +360,9 @@ public:
     void predictValues(
         ConstAggregateDataPtr place,
         IColumn & to,
-        ColumnsWithTypeAndName & columns,
+        ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const ColumnNumbers & arguments,
         const Context & context) const override
     {
         if (arguments.size() != param_num + 1)
@@ -382,7 +377,7 @@ public:
             throw Exception("Cast of column of predictions is incorrect. getReturnTypeToPredict must return same value as it is casted to",
                             ErrorCodes::LOGICAL_ERROR);
 
-        this->data(place).predict(column->getData(), columns, offset, limit, arguments, context);
+        this->data(place).predict(column->getData(), arguments, offset, limit, context);
     }
 
     /** This function is called if aggregate function without State modifier is selected in a query.
diff --git a/src/AggregateFunctions/AggregateFunctionNull.cpp b/src/AggregateFunctions/AggregateFunctionNull.cpp
index f584ae1f34c..5e0d6ee6e21 100644
--- a/src/AggregateFunctions/AggregateFunctionNull.cpp
+++ b/src/AggregateFunctions/AggregateFunctionNull.cpp
@@ -72,7 +72,7 @@ public:
 
         assert(nested_function);
 
-        if (auto adapter = nested_function->getOwnNullAdapter(nested_function, arguments, params, properties))
+        if (auto adapter = nested_function->getOwnNullAdapter(nested_function, arguments, params))
             return adapter;
 
         /// If applied to aggregate function with -State combinator, we apply -Null combinator to it's nested_function instead of itself.
diff --git a/src/AggregateFunctions/AggregateFunctionRankCorrelation.cpp b/src/AggregateFunctions/AggregateFunctionRankCorrelation.cpp
index 20472279dba..796ff028424 100644
--- a/src/AggregateFunctions/AggregateFunctionRankCorrelation.cpp
+++ b/src/AggregateFunctions/AggregateFunctionRankCorrelation.cpp
@@ -45,7 +45,7 @@ AggregateFunctionPtr createAggregateFunctionRankCorrelation(const std::string &
 
 void registerAggregateFunctionRankCorrelation(AggregateFunctionFactory & factory)
 {
-    factory.registerFunction("rankCorr", createAggregateFunctionRankCorrelation, AggregateFunctionFactory::CaseInsensitive);
+    factory.registerFunction("rankCorr", createAggregateFunctionRankCorrelation);
 }
 
 }
diff --git a/src/AggregateFunctions/AggregateFunctionRankCorrelation.h b/src/AggregateFunctions/AggregateFunctionRankCorrelation.h
index 15057940ebd..75592cf5c9b 100644
--- a/src/AggregateFunctions/AggregateFunctionRankCorrelation.h
+++ b/src/AggregateFunctions/AggregateFunctionRankCorrelation.h
@@ -21,10 +21,6 @@
 
 #include <type_traits>
 
-namespace ErrorCodes
-{
-extern const int BAD_ARGUMENTS;
-}
 
 namespace DB
 {
@@ -138,23 +134,18 @@ public:
         const auto & value = this->data(place).values;
         size_t size = this->data(place).size_x;
 
-        if (size < 2)
-        {
-            throw Exception("Aggregate function " + getName() + " requires samples to be of size > 1", ErrorCodes::BAD_ARGUMENTS);
-        }
-
-        //create a copy of values not to format data
+        // create a copy of values not to format data
         PODArrayWithStackMemory<std::pair<Float64, Float64>, 32> tmp_values;
         tmp_values.resize(size);
         for (size_t j = 0; j < size; ++ j)
             tmp_values[j] = static_cast<std::pair<Float64, Float64>>(value[j]);
 
-        //sort x_values
+        // sort x_values
         std::sort(std::begin(tmp_values), std::end(tmp_values), ComparePairFirst<std::greater>{});
 
         for (size_t j = 0; j < size;)
         {
-            //replace x_values with their ranks
+            // replace x_values with their ranks
             size_t rank = j + 1;
             size_t same = 1;
             size_t cur_sum = rank;
@@ -166,9 +157,9 @@ public:
                 {
                     // rank of (j + 1)th number
                     rank += 1;
-                    same++;
+                    ++same;
                     cur_sum += rank;
-                    j++;
+                    ++j;
                 }
                 else
                     break;
@@ -178,16 +169,16 @@ public:
             Float64 insert_rank = static_cast<Float64>(cur_sum) / same;
             for (size_t i = cur_start; i <= j; ++i)
                 tmp_values[i].first = insert_rank;
-            j++;
+            ++j;
         }
 
-        //sort y_values
+        // sort y_values
         std::sort(std::begin(tmp_values), std::end(tmp_values), ComparePairSecond<std::greater>{});
 
-        //replace y_values with their ranks
+        // replace y_values with their ranks
         for (size_t j = 0; j < size;)
         {
-            //replace x_values with their ranks
+            // replace x_values with their ranks
             size_t rank = j + 1;
             size_t same = 1;
             size_t cur_sum = rank;
@@ -199,9 +190,9 @@ public:
                 {
                     // rank of (j + 1)th number
                     rank += 1;
-                    same++;
+                    ++same;
                     cur_sum += rank;
-                    j++;
+                    ++j;
                 }
                 else
                 {
@@ -213,10 +204,10 @@ public:
             Float64 insert_rank = static_cast<Float64>(cur_sum) / same;
             for (size_t i = cur_start; i <= j; ++i)
                 tmp_values[i].second = insert_rank;
-            j++;
+            ++j;
         }
 
-        //count d^2 sum
+        // count d^2 sum
         Float64 answer = static_cast<Float64>(0);
         for (size_t j = 0; j < size; ++ j)
             answer += (tmp_values[j].first - tmp_values[j].second) * (tmp_values[j].first - tmp_values[j].second);
diff --git a/src/AggregateFunctions/AggregateFunctionRetention.cpp b/src/AggregateFunctions/AggregateFunctionRetention.cpp
index 4497703c550..c9d475c78f3 100644
--- a/src/AggregateFunctions/AggregateFunctionRetention.cpp
+++ b/src/AggregateFunctions/AggregateFunctionRetention.cpp
@@ -32,7 +32,7 @@ AggregateFunctionPtr createAggregateFunctionRetention(const std::string & name,
 
 void registerAggregateFunctionRetention(AggregateFunctionFactory & factory)
 {
-    factory.registerFunction("retention", createAggregateFunctionRetention, AggregateFunctionFactory::CaseInsensitive);
+    factory.registerFunction("retention", createAggregateFunctionRetention);
 }
 
 }
diff --git a/src/AggregateFunctions/AggregateFunctionStudentTTest.cpp b/src/AggregateFunctions/AggregateFunctionStudentTTest.cpp
new file mode 100644
index 00000000000..58fc9e5b5b9
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionStudentTTest.cpp
@@ -0,0 +1,52 @@
+#include <AggregateFunctions/AggregateFunctionFactory.h>
+#include <AggregateFunctions/AggregateFunctionStudentTTest.h>
+#include <AggregateFunctions/FactoryHelpers.h>
+#include "registerAggregateFunctions.h"
+
+#include <AggregateFunctions/Helpers.h>
+#include <DataTypes/DataTypeAggregateFunction.h>
+
+
+// the return type is boolean (we use UInt8 as we do not have boolean in clickhouse)
+
+namespace ErrorCodes
+{
+extern const int NOT_IMPLEMENTED;
+}
+
+namespace DB
+{
+
+namespace
+{
+
+AggregateFunctionPtr createAggregateFunctionStudentTTest(const std::string & name, const DataTypes & argument_types, const Array & parameters)
+{
+    assertBinary(name, argument_types);
+    assertNoParameters(name, parameters);
+
+    AggregateFunctionPtr res;
+
+    if (isDecimal(argument_types[0]) || isDecimal(argument_types[1]))
+    {
+        throw Exception("Aggregate function " + name + " only supports numerical types", ErrorCodes::NOT_IMPLEMENTED);
+    }
+    else
+    {
+        res.reset(createWithTwoNumericTypes<AggregateFunctionStudentTTest>(*argument_types[0], *argument_types[1], argument_types));
+    }
+
+    if (!res)
+    {
+        throw Exception("Aggregate function " + name + " only supports numerical types", ErrorCodes::NOT_IMPLEMENTED);
+    }
+
+    return res;
+}
+}
+
+void registerAggregateFunctionStudentTTest(AggregateFunctionFactory & factory)
+{
+    factory.registerFunction("studentTTest", createAggregateFunctionStudentTTest);
+}
+}
diff --git a/src/AggregateFunctions/AggregateFunctionStudentTTest.h b/src/AggregateFunctions/AggregateFunctionStudentTTest.h
new file mode 100644
index 00000000000..0aef8f3ee2a
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionStudentTTest.h
@@ -0,0 +1,262 @@
+#pragma once
+
+#include <AggregateFunctions/IAggregateFunction.h>
+#include <Columns/ColumnVector.h>
+#include <Columns/ColumnTuple.h>
+#include <Common/assert_cast.h>
+#include <Common/FieldVisitors.h>
+#include <Core/Types.h>
+#include <DataTypes/DataTypesDecimal.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <limits>
+#include <cmath>
+#include <functional>
+
+#include <type_traits>
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+#if defined(OS_DARWIN)
+extern "C"
+{
+    double lgammal_r(double x, int * signgamp);
+}
+#endif
+
+
+namespace DB
+{
+
+template <typename X = Float64, typename Y = Float64>
+struct AggregateFunctionStudentTTestData final
+{
+    size_t size_x = 0;
+    size_t size_y = 0;
+    X sum_x = static_cast<X>(0);
+    Y sum_y = static_cast<Y>(0);
+    X square_sum_x = static_cast<X>(0);
+    Y square_sum_y = static_cast<Y>(0);
+    Float64 mean_x = static_cast<Float64>(0);
+    Float64 mean_y = static_cast<Float64>(0);
+
+    void add(X x, Y y)
+    {
+        sum_x += x;
+        sum_y += y;
+        size_x++;
+        size_y++;
+        mean_x = static_cast<Float64>(sum_x) / size_x;
+        mean_y = static_cast<Float64>(sum_y) / size_y;
+        square_sum_x += x * x;
+        square_sum_y += y * y;
+    }
+
+    void merge(const AggregateFunctionStudentTTestData &other)
+    {
+        sum_x += other.sum_x;
+        sum_y += other.sum_y;
+        size_x += other.size_x;
+        size_y += other.size_y;
+        mean_x = static_cast<Float64>(sum_x) / size_x;
+        mean_y = static_cast<Float64>(sum_y) / size_y;
+        square_sum_x += other.square_sum_x;
+        square_sum_y += other.square_sum_y;
+    }
+
+    void serialize(WriteBuffer &buf) const
+    {
+        writeBinary(mean_x, buf);
+        writeBinary(mean_y, buf);
+        writeBinary(sum_x, buf);
+        writeBinary(sum_y, buf);
+        writeBinary(square_sum_x, buf);
+        writeBinary(square_sum_y, buf);
+        writeBinary(size_x, buf);
+        writeBinary(size_y, buf);
+    }
+
+    void deserialize(ReadBuffer &buf)
+    {
+        readBinary(mean_x, buf);
+        readBinary(mean_y, buf);
+        readBinary(sum_x, buf);
+        readBinary(sum_y, buf);
+        readBinary(square_sum_x, buf);
+        readBinary(square_sum_y, buf);
+        readBinary(size_x, buf);
+        readBinary(size_y, buf);
+    }
+
+    size_t getSizeY() const
+    {
+        return size_y;
+    }
+
+    size_t getSizeX() const
+    {
+        return size_x;
+    }
+
+    Float64 getSSquared() const
+    {
+        /// The original formulae looks like
+        /// \frac{\sum_{i = 1}^{n_x}{(x_i - \bar{x}) ^ 2} + \sum_{i = 1}^{n_y}{(y_i - \bar{y}) ^ 2}}{n_x + n_y - 2}
+        /// But we made some mathematical transformations not to store original sequences.
+        /// Also we dropped sqrt, because later it will be squared later.
+        const Float64 all_x = square_sum_x + size_x * std::pow(mean_x, 2) - 2 * mean_x * sum_x;
+        const Float64 all_y = square_sum_y + size_y * std::pow(mean_y, 2) - 2 * mean_y * sum_y;
+        return static_cast<Float64>(all_x + all_y) / (size_x + size_y - 2);
+    }
+
+
+    Float64 getTStatisticSquared() const
+    {
+        return std::pow(mean_x - mean_y, 2) / getStandartErrorSquared();
+    }
+
+    Float64 getTStatistic() const
+    {
+        return (mean_x - mean_y) / std::sqrt(getStandartErrorSquared());
+    }
+
+    Float64 getStandartErrorSquared() const
+    {
+        if (size_x == 0 || size_y == 0)
+            throw Exception("Division by zero encountered in Aggregate function StudentTTest", ErrorCodes::BAD_ARGUMENTS);
+
+        return getSSquared() * (1.0 / static_cast<Float64>(size_x) + 1.0 / static_cast<Float64>(size_y));
+    }
+
+    Float64 getDegreesOfFreedom() const
+    {
+        return static_cast<Float64>(size_x + size_y - 2);
+    }
+
+    static Float64 integrateSimpson(Float64 a, Float64 b, std::function<Float64(Float64)> func)
+    {
+        const size_t iterations = std::max(1e6, 1e4 * std::abs(std::round(b)));
+        const long double h = (b - a) / iterations;
+        Float64 sum_odds = 0.0;
+        for (size_t i = 1; i < iterations; i += 2)
+            sum_odds += func(a + i * h);
+        Float64 sum_evens = 0.0;
+        for (size_t i = 2; i < iterations; i += 2)
+            sum_evens += func(a + i * h);
+        return (func(a) + func(b) + 2 * sum_evens + 4 * sum_odds) * h / 3;
+    }
+
+    Float64 getPValue() const
+    {
+        const Float64 v = getDegreesOfFreedom();
+        const Float64 t = getTStatisticSquared();
+        auto f = [&v] (double x) { return std::pow(x, v/2 - 1) / std::sqrt(1 - x); };
+        Float64 numenator = integrateSimpson(0, v / (t + v), f);
+        int unused;
+        Float64 denominator = std::exp(lgammal_r(v / 2, &unused) + lgammal_r(0.5, &unused) - lgammal_r(v / 2 + 0.5, &unused));
+        return numenator / denominator;
+    }
+
+    std::pair<Float64, Float64> getResult() const
+    {
+        return std::make_pair(getTStatistic(), getPValue());
+    }
+};
+
+/// Returns tuple of (t-statistic, p-value)
+/// https://cpb-us-w2.wpmucdn.com/voices.uchicago.edu/dist/9/1193/files/2016/01/05b-TandP.pdf
+template <typename X = Float64, typename Y = Float64>
+class AggregateFunctionStudentTTest :
+    public IAggregateFunctionDataHelper<AggregateFunctionStudentTTestData<X, Y>,AggregateFunctionStudentTTest<X, Y>>
+{
+
+public:
+    AggregateFunctionStudentTTest(const DataTypes & arguments)
+        : IAggregateFunctionDataHelper<AggregateFunctionStudentTTestData<X, Y>, AggregateFunctionStudentTTest<X, Y>> ({arguments}, {})
+    {}
+
+    String getName() const override
+    {
+        return "studentTTest";
+    }
+
+    DataTypePtr getReturnType() const override
+    {
+        DataTypes types
+        {
+            std::make_shared<DataTypeNumber<Float64>>(),
+            std::make_shared<DataTypeNumber<Float64>>(),
+        };
+
+        Strings names
+        {
+            "t-statistic",
+            "p-value"
+        };
+
+        return std::make_shared<DataTypeTuple>(
+            std::move(types),
+            std::move(names)
+        );
+    }
+
+    void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena *) const override
+    {
+        auto col_x = assert_cast<const ColumnVector<X> *>(columns[0]);
+        auto col_y = assert_cast<const ColumnVector<Y> *>(columns[1]);
+
+        X x = col_x->getData()[row_num];
+        Y y = col_y->getData()[row_num];
+
+        this->data(place).add(x, y);
+    }
+
+    void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena *) const override
+    {
+        this->data(place).merge(this->data(rhs));
+    }
+
+    void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override
+    {
+        this->data(place).serialize(buf);
+    }
+
+    void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena *) const override
+    {
+        this->data(place).deserialize(buf);
+    }
+
+    void insertResultInto(AggregateDataPtr place, IColumn & to, Arena * /*arena*/) const override
+    {
+        size_t size_x = this->data(place).getSizeX();
+        size_t size_y = this->data(place).getSizeY();
+
+        if (size_x < 2 || size_y < 2)
+        {
+            throw Exception("Aggregate function " + getName() + " requires samples to be of size > 1", ErrorCodes::BAD_ARGUMENTS);
+        }
+
+        Float64 t_statistic = 0.0;
+        Float64 p_value = 0.0;
+        std::tie(t_statistic, p_value) = this->data(place).getResult();
+
+        /// Because p-value is a probability.
+        p_value = std::min(1.0, std::max(0.0, p_value));
+
+        auto & column_tuple = assert_cast<ColumnTuple &>(to);
+        auto & column_stat = assert_cast<ColumnVector<Float64> &>(column_tuple.getColumn(0));
+        auto & column_value = assert_cast<ColumnVector<Float64> &>(column_tuple.getColumn(1));
+
+        column_stat.getData().push_back(t_statistic);
+        column_value.getData().push_back(p_value);
+    }
+
+};
+
+};
diff --git a/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.cpp b/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.cpp
index cd0599729b9..c8711c257f8 100644
--- a/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.cpp
+++ b/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.cpp
@@ -28,8 +28,8 @@ namespace
 
 void registerAggregateFunctionTimeSeriesGroupSum(AggregateFunctionFactory & factory)
 {
-    factory.registerFunction("timeSeriesGroupSum", createAggregateFunctionTimeSeriesGroupSum<false>, AggregateFunctionFactory::CaseInsensitive);
-    factory.registerFunction("timeSeriesGroupRateSum", createAggregateFunctionTimeSeriesGroupSum<true>, AggregateFunctionFactory::CaseInsensitive);
+    factory.registerFunction("timeSeriesGroupSum", createAggregateFunctionTimeSeriesGroupSum<false>);
+    factory.registerFunction("timeSeriesGroupRateSum", createAggregateFunctionTimeSeriesGroupSum<true>);
 }
 
 }
diff --git a/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.h b/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.h
index be0a3eb4af5..b755fbf081b 100644
--- a/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.h
+++ b/src/AggregateFunctions/AggregateFunctionTimeSeriesGroupSum.h
@@ -92,7 +92,7 @@ struct AggregateFunctionTimeSeriesGroupSumData
             it_ss->second.add(t, v);
         }
         if (result.size() > 0 && t < result.back().first)
-            throw Exception{"timeSeriesGroupSum or timeSeriesGroupRateSum must order by timestamp asc!!!", ErrorCodes::LOGICAL_ERROR};
+            throw Exception{"timeSeriesGroupSum or timeSeriesGroupRateSum must order by timestamp asc.", ErrorCodes::LOGICAL_ERROR};
         if (result.size() > 0 && t == result.back().first)
         {
             //do not add new point
diff --git a/src/AggregateFunctions/AggregateFunctionWelchTTest.cpp b/src/AggregateFunctions/AggregateFunctionWelchTTest.cpp
new file mode 100644
index 00000000000..0dcb125305d
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionWelchTTest.cpp
@@ -0,0 +1,49 @@
+#include <AggregateFunctions/AggregateFunctionFactory.h>
+#include <AggregateFunctions/AggregateFunctionWelchTTest.h>
+#include <AggregateFunctions/FactoryHelpers.h>
+#include "registerAggregateFunctions.h"
+
+#include <AggregateFunctions/Helpers.h>
+#include <DataTypes/DataTypeAggregateFunction.h>
+
+namespace ErrorCodes
+{
+extern const int NOT_IMPLEMENTED;
+}
+
+namespace DB
+{
+
+namespace
+{
+
+AggregateFunctionPtr createAggregateFunctionWelchTTest(const std::string & name, const DataTypes & argument_types, const Array & parameters)
+{
+    assertBinary(name, argument_types);
+    assertNoParameters(name, parameters);
+
+    AggregateFunctionPtr res;
+
+    if (isDecimal(argument_types[0]) || isDecimal(argument_types[1]))
+    {
+        throw Exception("Aggregate function " + name + " only supports numerical types", ErrorCodes::NOT_IMPLEMENTED);
+    }
+    else
+    {
+        res.reset(createWithTwoNumericTypes<AggregateFunctionWelchTTest>(*argument_types[0], *argument_types[1], argument_types));
+    }
+
+    if (!res)
+    {
+        throw Exception("Aggregate function " + name + " only supports numerical types", ErrorCodes::NOT_IMPLEMENTED);
+    }
+
+    return res;
+}
+}
+
+void registerAggregateFunctionWelchTTest(AggregateFunctionFactory & factory)
+{
+    factory.registerFunction("welchTTest", createAggregateFunctionWelchTTest);
+}
+}
diff --git a/src/AggregateFunctions/AggregateFunctionWelchTTest.h b/src/AggregateFunctions/AggregateFunctionWelchTTest.h
new file mode 100644
index 00000000000..b598f25162e
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionWelchTTest.h
@@ -0,0 +1,274 @@
+#pragma once
+
+#include <AggregateFunctions/IAggregateFunction.h>
+#include <Columns/ColumnVector.h>
+#include <Columns/ColumnTuple.h>
+#include <Common/assert_cast.h>
+#include <Common/FieldVisitors.h>
+#include <Core/Types.h>
+#include <DataTypes/DataTypesDecimal.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <limits>
+#include <cmath>
+#include <functional>
+
+#include <type_traits>
+
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+#if defined(OS_DARWIN)
+extern "C"
+{
+    double lgammal_r(double x, int * signgamp);
+}
+#endif
+
+
+namespace DB
+{
+
+template <typename X = Float64, typename Y = Float64>
+struct AggregateFunctionWelchTTestData final
+{
+    size_t size_x = 0;
+    size_t size_y = 0;
+    X sum_x = static_cast<X>(0);
+    Y sum_y = static_cast<Y>(0);
+    X square_sum_x = static_cast<X>(0);
+    Y square_sum_y = static_cast<Y>(0);
+    Float64 mean_x = static_cast<Float64>(0);
+    Float64 mean_y = static_cast<Float64>(0);
+
+    void add(X x, Y y)
+    {
+        sum_x += x;
+        sum_y += y;
+        size_x++;
+        size_y++;
+        mean_x = static_cast<Float64>(sum_x) / size_x;
+        mean_y = static_cast<Float64>(sum_y) / size_y;
+        square_sum_x += x * x;
+        square_sum_y += y * y;
+    }
+
+    void merge(const AggregateFunctionWelchTTestData &other)
+    {
+        sum_x += other.sum_x;
+        sum_y += other.sum_y;
+        size_x += other.size_x;
+        size_y += other.size_y;
+        mean_x = static_cast<Float64>(sum_x) / size_x;
+        mean_y = static_cast<Float64>(sum_y) / size_y;
+        square_sum_x += other.square_sum_x;
+        square_sum_y += other.square_sum_y;
+    }
+
+    void serialize(WriteBuffer &buf) const
+    {
+        writeBinary(mean_x, buf);
+        writeBinary(mean_y, buf);
+        writeBinary(sum_x, buf);
+        writeBinary(sum_y, buf);
+        writeBinary(square_sum_x, buf);
+        writeBinary(square_sum_y, buf);
+        writeBinary(size_x, buf);
+        writeBinary(size_y, buf);
+    }
+
+    void deserialize(ReadBuffer &buf)
+    {
+        readBinary(mean_x, buf);
+        readBinary(mean_y, buf);
+        readBinary(sum_x, buf);
+        readBinary(sum_y, buf);
+        readBinary(square_sum_x, buf);
+        readBinary(square_sum_y, buf);
+        readBinary(size_x, buf);
+        readBinary(size_y, buf);
+    }
+
+    size_t getSizeY() const
+    {
+        return size_y;
+    }
+
+    size_t getSizeX() const
+    {
+        return size_x;
+    }
+
+    Float64 getSxSquared() const
+    {
+        /// The original formulae looks like  \frac{1}{size_x - 1} \sum_{i = 1}^{size_x}{(x_i - \bar{x}) ^ 2}
+        /// But we made some mathematical transformations not to store original sequences.
+        /// Also we dropped sqrt, because later it will be squared later.
+        return static_cast<Float64>(square_sum_x + size_x * std::pow(mean_x, 2) - 2 * mean_x * sum_x) / (size_x - 1);
+    }
+
+    Float64 getSySquared() const
+    {
+        /// The original formulae looks like  \frac{1}{size_y - 1} \sum_{i = 1}^{size_y}{(y_i - \bar{y}) ^ 2}
+        /// But we made some mathematical transformations not to store original sequences.
+        /// Also we dropped sqrt, because later it will be squared later.
+        return static_cast<Float64>(square_sum_y + size_y * std::pow(mean_y, 2) - 2 * mean_y * sum_y) / (size_y - 1);
+    }
+
+    Float64 getTStatisticSquared() const
+    {
+        if (size_x == 0 || size_y == 0)
+        {
+            throw Exception("Division by zero encountered in Aggregate function WelchTTest", ErrorCodes::BAD_ARGUMENTS);
+        }
+
+        return std::pow(mean_x - mean_y, 2) / (getSxSquared() / size_x + getSySquared() / size_y);
+    }
+
+    Float64 getTStatistic() const
+    {
+        if (size_x == 0 || size_y == 0)
+        {
+            throw Exception("Division by zero encountered in Aggregate function WelchTTest", ErrorCodes::BAD_ARGUMENTS);
+        }
+
+        return (mean_x - mean_y) / std::sqrt(getSxSquared() / size_x + getSySquared() / size_y);
+    }
+
+    Float64 getDegreesOfFreedom() const
+    {
+        auto sx = getSxSquared();
+        auto sy = getSySquared();
+        Float64 numerator = std::pow(sx / size_x + sy / size_y, 2);
+        Float64 denominator_first = std::pow(sx, 2) / (std::pow(size_x, 2) * (size_x - 1));
+        Float64 denominator_second = std::pow(sy, 2) / (std::pow(size_y, 2) * (size_y - 1));
+        return numerator / (denominator_first + denominator_second);
+    }
+
+    static Float64 integrateSimpson(Float64 a, Float64 b, std::function<Float64(Float64)> func)
+    {
+        size_t iterations = std::max(1e6, 1e4 * std::abs(std::round(b)));
+        double h = (b - a) / iterations;
+        Float64 sum_odds = 0.0;
+        for (size_t i = 1; i < iterations; i += 2)
+            sum_odds += func(a + i * h);
+        Float64 sum_evens = 0.0;
+        for (size_t i = 2; i < iterations; i += 2)
+            sum_evens += func(a + i * h);
+        return (func(a) + func(b) + 2 * sum_evens + 4 * sum_odds) * h / 3;
+    }
+
+    Float64 getPValue() const
+    {
+        const Float64 v = getDegreesOfFreedom();
+        const Float64 t = getTStatisticSquared();
+        auto f = [&v] (double x) { return std::pow(x, v / 2 - 1) / std::sqrt(1 - x); };
+        Float64 numenator = integrateSimpson(0, v / (t + v), f);
+        int unused;
+        Float64 denominator = std::exp(lgammal_r(v / 2, &unused) + lgammal_r(0.5, &unused) - lgammal_r(v / 2 + 0.5, &unused));
+        return numenator / denominator;
+    }
+
+    std::pair<Float64, Float64> getResult() const
+    {
+        return std::make_pair(getTStatistic(), getPValue());
+    }
+};
+
+/// Returns tuple of (t-statistic, p-value)
+/// https://cpb-us-w2.wpmucdn.com/voices.uchicago.edu/dist/9/1193/files/2016/01/05b-TandP.pdf
+template <typename X = Float64, typename Y = Float64>
+class AggregateFunctionWelchTTest :
+    public IAggregateFunctionDataHelper<AggregateFunctionWelchTTestData<X, Y>,AggregateFunctionWelchTTest<X, Y>>
+{
+
+public:
+    AggregateFunctionWelchTTest(const DataTypes & arguments)
+        : IAggregateFunctionDataHelper<AggregateFunctionWelchTTestData<X, Y>, AggregateFunctionWelchTTest<X, Y>> ({arguments}, {})
+    {}
+
+    String getName() const override
+    {
+        return "welchTTest";
+    }
+
+    DataTypePtr getReturnType() const override
+    {
+        DataTypes types
+        {
+            std::make_shared<DataTypeNumber<Float64>>(),
+            std::make_shared<DataTypeNumber<Float64>>(),
+        };
+
+        Strings names
+        {
+            "t-statistic",
+            "p-value"
+        };
+
+        return std::make_shared<DataTypeTuple>(
+            std::move(types),
+            std::move(names)
+        );
+    }
+
+    void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena *) const override
+    {
+        auto col_x = assert_cast<const ColumnVector<X> *>(columns[0]);
+        auto col_y = assert_cast<const ColumnVector<Y> *>(columns[1]);
+
+        X x = col_x->getData()[row_num];
+        Y y = col_y->getData()[row_num];
+
+        this->data(place).add(x, y);
+    }
+
+    void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena *) const override
+    {
+        this->data(place).merge(this->data(rhs));
+    }
+
+    void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override
+    {
+        this->data(place).serialize(buf);
+    }
+
+    void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena *) const override
+    {
+        this->data(place).deserialize(buf);
+    }
+
+    void insertResultInto(AggregateDataPtr place, IColumn & to, Arena * /*arena*/) const override
+    {
+        size_t size_x = this->data(place).getSizeX();
+        size_t size_y = this->data(place).getSizeY();
+
+        if (size_x < 2 || size_y < 2)
+        {
+            throw Exception("Aggregate function " + getName() + " requires samples to be of size > 1", ErrorCodes::BAD_ARGUMENTS);
+        }
+
+        Float64 t_statistic = 0.0;
+        Float64 p_value = 0.0;
+        std::tie(t_statistic, p_value) = this->data(place).getResult();
+
+        /// Because p-value is a probability.
+        p_value = std::min(1.0, std::max(0.0, p_value));
+
+        auto & column_tuple = assert_cast<ColumnTuple &>(to);
+        auto & column_stat = assert_cast<ColumnVector<Float64> &>(column_tuple.getColumn(0));
+        auto & column_value = assert_cast<ColumnVector<Float64> &>(column_tuple.getColumn(1));
+
+        column_stat.getData().push_back(t_statistic);
+        column_value.getData().push_back(p_value);
+    }
+
+};
+
+};
diff --git a/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp b/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp
index 872c70c2b98..1e9f2782d95 100644
--- a/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp
+++ b/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp
@@ -58,7 +58,7 @@ AggregateFunctionPtr createAggregateFunctionWindowFunnel(const std::string & nam
 
 void registerAggregateFunctionWindowFunnel(AggregateFunctionFactory & factory)
 {
-    factory.registerFunction("windowFunnel", createAggregateFunctionWindowFunnel<AggregateFunctionWindowFunnelData>, AggregateFunctionFactory::CaseInsensitive);
+    factory.registerFunction("windowFunnel", createAggregateFunctionWindowFunnel<AggregateFunctionWindowFunnelData>);
 }
 
 }
diff --git a/src/AggregateFunctions/AggregateFunctionWindowFunnel.h b/src/AggregateFunctions/AggregateFunctionWindowFunnel.h
index fe45fec4b76..3297819a9ff 100644
--- a/src/AggregateFunctions/AggregateFunctionWindowFunnel.h
+++ b/src/AggregateFunctions/AggregateFunctionWindowFunnel.h
@@ -241,8 +241,7 @@ public:
     }
 
     AggregateFunctionPtr getOwnNullAdapter(
-        const AggregateFunctionPtr & nested_function, const DataTypes & arguments, const Array & params,
-        const AggregateFunctionProperties & /*properties*/) const override
+        const AggregateFunctionPtr & nested_function, const DataTypes & arguments, const Array & params) const override
     {
         return std::make_shared<AggregateFunctionNullVariadic<false, false, false>>(nested_function, arguments, params);
     }
diff --git a/src/AggregateFunctions/IAggregateFunction.h b/src/AggregateFunctions/IAggregateFunction.h
index 498a5303ac4..4f9552d2345 100644
--- a/src/AggregateFunctions/IAggregateFunction.h
+++ b/src/AggregateFunctions/IAggregateFunction.h
@@ -33,7 +33,6 @@ using ConstAggregateDataPtr = const char *;
 
 class IAggregateFunction;
 using AggregateFunctionPtr = std::shared_ptr<IAggregateFunction>;
-struct AggregateFunctionProperties;
 
 /** Aggregate functions interface.
   * Instances of classes with this interface do not contain the data itself for aggregation,
@@ -114,10 +113,9 @@ public:
     virtual void predictValues(
         ConstAggregateDataPtr /* place */,
         IColumn & /*to*/,
-        ColumnsWithTypeAndName & /*block*/,
+        ColumnsWithTypeAndName & /*arguments*/,
         size_t /*offset*/,
         size_t /*limit*/,
-        const ColumnNumbers & /*arguments*/,
         const Context & /*context*/) const
     {
         throw Exception("Method predictValues is not supported for " + getName(), ErrorCodes::NOT_IMPLEMENTED);
@@ -187,8 +185,7 @@ public:
      *  arguments and params are for nested_function.
      */
     virtual AggregateFunctionPtr getOwnNullAdapter(
-        const AggregateFunctionPtr & /*nested_function*/, const DataTypes & /*arguments*/,
-        const Array & /*params*/, const AggregateFunctionProperties & /*properties*/) const
+        const AggregateFunctionPtr & /*nested_function*/, const DataTypes & /*arguments*/, const Array & /*params*/) const
     {
         return nullptr;
     }
diff --git a/src/AggregateFunctions/ReservoirSampler.h b/src/AggregateFunctions/ReservoirSampler.h
index 2ff5ab863af..bbb8172b209 100644
--- a/src/AggregateFunctions/ReservoirSampler.h
+++ b/src/AggregateFunctions/ReservoirSampler.h
@@ -158,12 +158,25 @@ public:
         }
         else
         {
-            randomShuffle(samples);
+            /// Replace every element in our reservoir to the b's reservoir
+            /// with the probability of b.total_values / (a.total_values + b.total_values)
+            /// Do it more roughly than true random sampling to save performance.
+
             total_values += b.total_values;
-            for (size_t i = 0; i < sample_count; ++i)
+
+            /// Will replace every frequency'th element in a to element from b.
+            double frequency = static_cast<double>(total_values) / b.total_values;
+
+            /// When frequency is too low, replace just one random element with the corresponding probability.
+            if (frequency * 2 >= sample_count)
             {
-                UInt64 rnd = genRandom(total_values);
-                if (rnd < b.total_values)
+                UInt64 rnd = genRandom(frequency);
+                if (rnd < sample_count)
+                    samples[rnd] = b.samples[rnd];
+            }
+            else
+            {
+                for (double i = 0; i < sample_count; i += frequency)
                     samples[i] = b.samples[i];
             }
         }
@@ -200,9 +213,6 @@ public:
     }
 
 private:
-    friend void qdigest_test(int normal_size, UInt64 value_limit, const std::vector<UInt64> & values, int queries_count, bool verbose);
-    friend void rs_perf_test();
-
     /// We allocate a little memory on the stack - to avoid allocations when there are many objects with a small number of elements.
     using Array = DB::PODArrayWithStackMemory<T, 64>;
 
@@ -222,15 +232,6 @@ private:
             return (static_cast<UInt64>(rng()) * (static_cast<UInt64>(rng.max()) + 1ULL) + static_cast<UInt64>(rng())) % lim;
     }
 
-    void randomShuffle(Array & v)
-    {
-        for (size_t i = 1; i < v.size(); ++i)
-        {
-            size_t j = genRandom(i + 1);
-            std::swap(v[i], v[j]);
-        }
-    }
-
     void sortIfNeeded()
     {
         if (sorted)
diff --git a/src/AggregateFunctions/ReservoirSamplerDeterministic.h b/src/AggregateFunctions/ReservoirSamplerDeterministic.h
index 3097070c651..eae24c1f3e9 100644
--- a/src/AggregateFunctions/ReservoirSamplerDeterministic.h
+++ b/src/AggregateFunctions/ReservoirSamplerDeterministic.h
@@ -39,8 +39,8 @@ namespace ErrorCodes
 
 namespace detail
 {
-const size_t DEFAULT_SAMPLE_COUNT = 8192;
-const auto MAX_SKIP_DEGREE = sizeof(UInt32) * 8;
+    const size_t DEFAULT_MAX_SAMPLE_SIZE = 8192;
+    const auto MAX_SKIP_DEGREE = sizeof(UInt32) * 8;
 }
 
 /// What if there is not a single value - throw an exception, or return 0 or NaN in the case of double?
@@ -50,6 +50,7 @@ enum class ReservoirSamplerDeterministicOnEmpty
     RETURN_NAN_OR_ZERO,
 };
 
+
 template <typename T,
     ReservoirSamplerDeterministicOnEmpty OnEmpty = ReservoirSamplerDeterministicOnEmpty::THROW>
 class ReservoirSamplerDeterministic
@@ -60,8 +61,8 @@ class ReservoirSamplerDeterministic
     }
 
 public:
-    ReservoirSamplerDeterministic(const size_t sample_count_ = DEFAULT_SAMPLE_COUNT)
-        : sample_count{sample_count_}
+    ReservoirSamplerDeterministic(const size_t max_sample_size_ = detail::DEFAULT_MAX_SAMPLE_SIZE)
+        : max_sample_size{max_sample_size_}
     {
     }
 
@@ -131,8 +132,8 @@ public:
 
     void merge(const ReservoirSamplerDeterministic & b)
     {
-        if (sample_count != b.sample_count)
-            throw Poco::Exception("Cannot merge ReservoirSamplerDeterministic's with different sample_count");
+        if (max_sample_size != b.max_sample_size)
+            throw Poco::Exception("Cannot merge ReservoirSamplerDeterministic's with different max sample size");
         sorted = false;
 
         if (b.skip_degree > skip_degree)
@@ -150,11 +151,16 @@ public:
 
     void read(DB::ReadBuffer & buf)
     {
-        DB::readIntBinary<size_t>(sample_count, buf);
+        size_t size = 0;
+        DB::readIntBinary<size_t>(size, buf);
         DB::readIntBinary<size_t>(total_values, buf);
-        samples.resize(std::min(total_values, sample_count));
 
-        for (size_t i = 0; i < samples.size(); ++i)
+        /// Compatibility with old versions.
+        if (size > total_values)
+            size = total_values;
+
+        samples.resize(size);
+        for (size_t i = 0; i < size; ++i)
             DB::readPODBinary(samples[i], buf);
 
         sorted = false;
@@ -162,10 +168,11 @@ public:
 
     void write(DB::WriteBuffer & buf) const
     {
-        DB::writeIntBinary<size_t>(sample_count, buf);
+        size_t size = samples.size();
+        DB::writeIntBinary<size_t>(size, buf);
         DB::writeIntBinary<size_t>(total_values, buf);
 
-        for (size_t i = 0; i < std::min(sample_count, total_values); ++i)
+        for (size_t i = 0; i < size; ++i)
             DB::writePODBinary(samples[i], buf);
     }
 
@@ -174,18 +181,19 @@ private:
     using Element = std::pair<T, UInt32>;
     using Array = DB::PODArray<Element, 64>;
 
-    size_t sample_count;
-    size_t total_values{};
-    bool sorted{};
+    const size_t max_sample_size; /// Maximum amount of stored values.
+    size_t total_values = 0;   /// How many values were inserted (regardless if they remain in sample or not).
+    bool sorted = false;
     Array samples;
-    UInt8 skip_degree{};
+    UInt8 skip_degree = 0;     /// The number N determining that we save only one per 2^N elements in average.
 
     void insertImpl(const T & v, const UInt32 hash)
     {
-        /// @todo why + 1? I don't quite recall
-        while (samples.size() + 1 >= sample_count)
+        /// Make a room for plus one element.
+        while (samples.size() >= max_sample_size)
         {
-            if (++skip_degree > detail::MAX_SKIP_DEGREE)
+            ++skip_degree;
+            if (skip_degree > detail::MAX_SKIP_DEGREE)
                 throw DB::Exception{"skip_degree exceeds maximum value", DB::ErrorCodes::MEMORY_LIMIT_EXCEEDED};
             thinOut();
         }
@@ -195,35 +203,17 @@ private:
 
     void thinOut()
     {
-        auto size = samples.size();
-        for (size_t i = 0; i < size;)
-        {
-            if (!good(samples[i].second))
-            {
-                /// swap current element with the last one
-                std::swap(samples[size - 1], samples[i]);
-                --size;
-            }
-            else
-                ++i;
-        }
-
-        if (size != samples.size())
-        {
-            samples.resize(size);
-            sorted = false;
-        }
+        samples.resize(std::distance(samples.begin(),
+            std::remove_if(samples.begin(), samples.end(), [this](const auto & elem){ return !good(elem.second); })));
+        sorted = false;
     }
 
     void sortIfNeeded()
     {
         if (sorted)
             return;
+        std::sort(samples.begin(), samples.end(), [](const auto & lhs, const auto & rhs) { return lhs.first < rhs.first; });
         sorted = true;
-        std::sort(samples.begin(), samples.end(), [] (const std::pair<T, UInt32> & lhs, const std::pair<T, UInt32> & rhs)
-        {
-            return lhs.first < rhs.first;
-        });
     }
 
     template <typename ResultType>
diff --git a/src/AggregateFunctions/registerAggregateFunctions.cpp b/src/AggregateFunctions/registerAggregateFunctions.cpp
index b8af252eefa..9fd02ba9d6c 100644
--- a/src/AggregateFunctions/registerAggregateFunctions.cpp
+++ b/src/AggregateFunctions/registerAggregateFunctions.cpp
@@ -45,6 +45,8 @@ void registerAggregateFunctions()
         registerAggregateFunctionMoving(factory);
         registerAggregateFunctionCategoricalIV(factory);
         registerAggregateFunctionAggThrow(factory);
+        registerAggregateFunctionWelchTTest(factory);
+        registerAggregateFunctionStudentTTest(factory);
         registerAggregateFunctionRankCorrelation(factory);
     }
 
diff --git a/src/AggregateFunctions/registerAggregateFunctions.h b/src/AggregateFunctions/registerAggregateFunctions.h
index 90054788613..abbba56ed32 100644
--- a/src/AggregateFunctions/registerAggregateFunctions.h
+++ b/src/AggregateFunctions/registerAggregateFunctions.h
@@ -35,6 +35,8 @@ void registerAggregateFunctionSimpleLinearRegression(AggregateFunctionFactory &)
 void registerAggregateFunctionMoving(AggregateFunctionFactory &);
 void registerAggregateFunctionCategoricalIV(AggregateFunctionFactory &);
 void registerAggregateFunctionAggThrow(AggregateFunctionFactory &);
+void registerAggregateFunctionWelchTTest(AggregateFunctionFactory &);
+void registerAggregateFunctionStudentTTest(AggregateFunctionFactory &);
 void registerAggregateFunctionRankCorrelation(AggregateFunctionFactory &);
 
 class AggregateFunctionCombinatorFactory;
diff --git a/src/AggregateFunctions/ya.make b/src/AggregateFunctions/ya.make
index fe0574ce80b..8d27cf986d0 100644
--- a/src/AggregateFunctions/ya.make
+++ b/src/AggregateFunctions/ya.make
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     AggregateFunctionAggThrow.cpp
@@ -42,6 +41,7 @@ SRCS(
     AggregateFunctionState.cpp
     AggregateFunctionStatistics.cpp
     AggregateFunctionStatisticsSimple.cpp
+    AggregateFunctionStudentTTest.cpp
     AggregateFunctionSum.cpp
     AggregateFunctionSumMap.cpp
     AggregateFunctionTimeSeriesGroupSum.cpp
@@ -49,6 +49,7 @@ SRCS(
     AggregateFunctionUniqCombined.cpp
     AggregateFunctionUniq.cpp
     AggregateFunctionUniqUpTo.cpp
+    AggregateFunctionWelchTTest.cpp
     AggregateFunctionWindowFunnel.cpp
     parseAggregateFunctionParameters.cpp
     registerAggregateFunctions.cpp
diff --git a/src/AggregateFunctions/ya.make.in b/src/AggregateFunctions/ya.make.in
index 4c2943b0539..dd49b679d28 100644
--- a/src/AggregateFunctions/ya.make.in
+++ b/src/AggregateFunctions/ya.make.in
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -F GroupBitmap | sed 's/^\.\//    /' | sort ?>
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 0016c51b7f8..085269847e4 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -173,14 +173,20 @@ add_object_library(clickhouse_processors_merges Processors/Merges)
 add_object_library(clickhouse_processors_merges_algorithms Processors/Merges/Algorithms)
 add_object_library(clickhouse_processors_queryplan Processors/QueryPlan)
 
+set (DBMS_COMMON_LIBRARIES)
+# libgcc_s does not provide an implementation of an atomics library. Instead,
+# GCC’s libatomic library can be used to supply these when using libgcc_s.
+if ((NOT USE_LIBCXX) AND COMPILER_CLANG AND OS_LINUX)
+    list (APPEND DBMS_COMMON_LIBRARIES atomic)
+endif()
 
 if (MAKE_STATIC_LIBRARIES OR NOT SPLIT_SHARED_LIBRARIES)
     add_library (dbms STATIC ${dbms_headers} ${dbms_sources})
-    target_link_libraries (dbms PRIVATE jemalloc libdivide)
+    target_link_libraries (dbms PRIVATE jemalloc libdivide ${DBMS_COMMON_LIBRARIES})
     set (all_modules dbms)
 else()
     add_library (dbms SHARED ${dbms_headers} ${dbms_sources})
-    target_link_libraries (dbms PUBLIC ${all_modules})
+    target_link_libraries (dbms PUBLIC ${all_modules} ${DBMS_COMMON_LIBRARIES})
     target_link_libraries (clickhouse_interpreters PRIVATE jemalloc libdivide)
     list (APPEND all_modules dbms)
     # force all split libs to be linked
diff --git a/src/Client/ya.make b/src/Client/ya.make
index b07e5afc0fb..07cc6725308 100644
--- a/src/Client/ya.make
+++ b/src/Client/ya.make
@@ -6,7 +6,6 @@ PEERDIR(
     contrib/libs/poco/NetSSL_OpenSSL
 )
 
-CFLAGS(-g0)
 
 SRCS(
     Connection.cpp
diff --git a/src/Client/ya.make.in b/src/Client/ya.make.in
index 704a05d8f3b..d8faff9ae1a 100644
--- a/src/Client/ya.make.in
+++ b/src/Client/ya.make.in
@@ -5,7 +5,6 @@ PEERDIR(
     contrib/libs/poco/NetSSL_OpenSSL
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Columns/ColumnAggregateFunction.cpp b/src/Columns/ColumnAggregateFunction.cpp
index 189ca12b5f7..f5b266b6983 100644
--- a/src/Columns/ColumnAggregateFunction.cpp
+++ b/src/Columns/ColumnAggregateFunction.cpp
@@ -161,7 +161,7 @@ MutableColumnPtr ColumnAggregateFunction::convertToValues(MutableColumnPtr colum
     return res;
 }
 
-MutableColumnPtr ColumnAggregateFunction::predictValues(ColumnsWithTypeAndName & block, const ColumnNumbers & arguments, const Context & context) const
+MutableColumnPtr ColumnAggregateFunction::predictValues(ColumnsWithTypeAndName & arguments, const Context & context) const
 {
     MutableColumnPtr res = func->getReturnTypeToPredict()->createColumn();
     res->reserve(data.size());
@@ -172,7 +172,7 @@ MutableColumnPtr ColumnAggregateFunction::predictValues(ColumnsWithTypeAndName &
         if (data.size() == 1)
         {
             /// Case for const column. Predict using single model.
-            machine_learning_function->predictValues(data[0], *res, block, 0, block[arguments.front()].column->size(), arguments, context);
+            machine_learning_function->predictValues(data[0], *res, arguments, 0, arguments.front().column->size(), context);
         }
         else
         {
@@ -180,7 +180,7 @@ MutableColumnPtr ColumnAggregateFunction::predictValues(ColumnsWithTypeAndName &
             size_t row_num = 0;
             for (auto * val : data)
             {
-                machine_learning_function->predictValues(val, *res, block, row_num, 1, arguments, context);
+                machine_learning_function->predictValues(val, *res, arguments, row_num, 1, context);
                 ++row_num;
             }
         }
diff --git a/src/Columns/ColumnAggregateFunction.h b/src/Columns/ColumnAggregateFunction.h
index 19b9bd09a7a..79e52e5769a 100644
--- a/src/Columns/ColumnAggregateFunction.h
+++ b/src/Columns/ColumnAggregateFunction.h
@@ -119,7 +119,7 @@ public:
     const char * getFamilyName() const override { return "AggregateFunction"; }
     TypeIndex getDataType() const override { return TypeIndex::AggregateFunction; }
 
-    MutableColumnPtr predictValues(ColumnsWithTypeAndName & block, const ColumnNumbers & arguments, const Context & context) const;
+    MutableColumnPtr predictValues(ColumnsWithTypeAndName & arguments, const Context & context) const;
 
     size_t size() const override
     {
diff --git a/src/Columns/ColumnConst.cpp b/src/Columns/ColumnConst.cpp
index b7fb22aeb0e..550a44a23a2 100644
--- a/src/Columns/ColumnConst.cpp
+++ b/src/Columns/ColumnConst.cpp
@@ -6,6 +6,8 @@
 #include <Common/WeakHash.h>
 #include <Common/HashTable/Hash.h>
 
+#include <common/defines.h>
+
 #if defined(MEMORY_SANITIZER)
     #include <sanitizer/msan_interface.h>
 #endif
diff --git a/src/Columns/ColumnFunction.cpp b/src/Columns/ColumnFunction.cpp
index 25d1a75b0e2..292e10e8e14 100644
--- a/src/Columns/ColumnFunction.cpp
+++ b/src/Columns/ColumnFunction.cpp
@@ -188,15 +188,10 @@ ColumnWithTypeAndName ColumnFunction::reduce() const
                         "arguments but " + toString(captured) + " columns were captured.", ErrorCodes::LOGICAL_ERROR);
 
     auto columns = captured_columns;
-    columns.emplace_back(ColumnWithTypeAndName {nullptr, function->getReturnType(), ""});
+    ColumnWithTypeAndName res{nullptr, function->getResultType(), ""};
 
-    ColumnNumbers arguments(captured_columns.size());
-    for (size_t i = 0; i < captured_columns.size(); ++i)
-        arguments[i] = i;
-
-    function->execute(columns, arguments, captured_columns.size(), size_);
-
-    return columns[captured_columns.size()];
+    res.column = function->execute(columns, res.type, size_);
+    return res;
 }
 
 }
diff --git a/src/Columns/ColumnNullable.cpp b/src/Columns/ColumnNullable.cpp
index bdbc941c1e7..51248a598af 100644
--- a/src/Columns/ColumnNullable.cpp
+++ b/src/Columns/ColumnNullable.cpp
@@ -344,7 +344,7 @@ void ColumnNullable::updatePermutation(bool reverse, size_t limit, int null_dire
         /// Shift all NULL values to the end.
         for (const auto & [first, last] : equal_ranges)
         {
-            /// Current interval is righter than limit. 
+            /// Current interval is righter than limit.
             if (limit && first > limit)
                 break;
 
diff --git a/src/Columns/ColumnString.cpp b/src/Columns/ColumnString.cpp
index 23414626a59..cd06ea20f83 100644
--- a/src/Columns/ColumnString.cpp
+++ b/src/Columns/ColumnString.cpp
@@ -634,4 +634,10 @@ void ColumnString::protect()
     getOffsets().protect();
 }
 
+void ColumnString::validate() const
+{
+    if (!offsets.empty() && offsets.back() != chars.size())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "ColumnString validation failed: size mismatch (internal logical error) {} != {}", offsets.back(), chars.size());
+}
+
 }
diff --git a/src/Columns/ColumnString.h b/src/Columns/ColumnString.h
index 128e1efe146..19398e07b83 100644
--- a/src/Columns/ColumnString.h
+++ b/src/Columns/ColumnString.h
@@ -267,6 +267,9 @@ public:
 
     Offsets & getOffsets() { return offsets; }
     const Offsets & getOffsets() const { return offsets; }
+
+    // Throws an exception if offsets/chars are messed up
+    void validate() const;
 };
 
 
diff --git a/src/Columns/IColumnUnique.h b/src/Columns/IColumnUnique.h
index 99facea6055..99e134675f6 100644
--- a/src/Columns/IColumnUnique.h
+++ b/src/Columns/IColumnUnique.h
@@ -82,7 +82,7 @@ public:
      * @see DB::ColumnUnique
      *
      * The most common example uses https://clickhouse.tech/docs/en/sql-reference/data-types/lowcardinality/ columns.
-     * Consider data type @e LC(String). The inner type here is @e String which is more or less a contigous memory
+     * Consider data type @e LC(String). The inner type here is @e String which is more or less a contiguous memory
      * region, so it can be easily represented as a @e StringRef. So we pass that ref to this function and get its
      * index in the dictionary, which can be used to operate with the indices column.
      */
diff --git a/src/Columns/ya.make b/src/Columns/ya.make
index 78c0e1b992d..1463bbc69e2 100644
--- a/src/Columns/ya.make
+++ b/src/Columns/ya.make
@@ -13,7 +13,6 @@ PEERDIR(
     contrib/libs/pdqsort
 )
 
-CFLAGS(-g0)
 
 SRCS(
     Collator.cpp
diff --git a/src/Common/CurrentMetrics.cpp b/src/Common/CurrentMetrics.cpp
index ef0b82666dd..3d6a2d6f99c 100644
--- a/src/Common/CurrentMetrics.cpp
+++ b/src/Common/CurrentMetrics.cpp
@@ -54,6 +54,7 @@
     M(LocalThread, "Number of threads in local thread pools. Should be similar to GlobalThreadActive.") \
     M(LocalThreadActive, "Number of threads in local thread pools running a task.") \
     M(DistributedFilesToInsert, "Number of pending files to process for asynchronous insertion into Distributed tables. Number of files for every shard is summed.") \
+    M(TablesToDropQueueSize, "Number of dropped tables, that are waiting for background data removal.") \
 
 namespace CurrentMetrics
 {
diff --git a/src/Common/ErrorCodes.cpp b/src/Common/ErrorCodes.cpp
index b841368f662..f069b27827e 100644
--- a/src/Common/ErrorCodes.cpp
+++ b/src/Common/ErrorCodes.cpp
@@ -1,524 +1,563 @@
+#include <Common/ErrorCodes.h>
+
+/** Previously, these constants were located in one enum.
+  * But in this case there is a problem: when you add a new constant, you need to recompile
+  * all translation units that use at least one constant (almost the whole project).
+  * Therefore it is made so that definitions of constants are located here, in one file,
+  * and their declaration are in different files, at the place of use.
+  *
+  * Later it was converted to the lookup table, to provide:
+  * - errorCodeToName()
+  * - system.errors table
+  */
+
+#define APPLY_FOR_ERROR_CODES(M) \
+    M(0, OK) \
+    M(1, UNSUPPORTED_METHOD) \
+    M(2, UNSUPPORTED_PARAMETER) \
+    M(3, UNEXPECTED_END_OF_FILE) \
+    M(4, EXPECTED_END_OF_FILE) \
+    M(6, CANNOT_PARSE_TEXT) \
+    M(7, INCORRECT_NUMBER_OF_COLUMNS) \
+    M(8, THERE_IS_NO_COLUMN) \
+    M(9, SIZES_OF_COLUMNS_DOESNT_MATCH) \
+    M(10, NOT_FOUND_COLUMN_IN_BLOCK) \
+    M(11, POSITION_OUT_OF_BOUND) \
+    M(12, PARAMETER_OUT_OF_BOUND) \
+    M(13, SIZES_OF_COLUMNS_IN_TUPLE_DOESNT_MATCH) \
+    M(15, DUPLICATE_COLUMN) \
+    M(16, NO_SUCH_COLUMN_IN_TABLE) \
+    M(17, DELIMITER_IN_STRING_LITERAL_DOESNT_MATCH) \
+    M(18, CANNOT_INSERT_ELEMENT_INTO_CONSTANT_COLUMN) \
+    M(19, SIZE_OF_FIXED_STRING_DOESNT_MATCH) \
+    M(20, NUMBER_OF_COLUMNS_DOESNT_MATCH) \
+    M(21, CANNOT_READ_ALL_DATA_FROM_TAB_SEPARATED_INPUT) \
+    M(22, CANNOT_PARSE_ALL_VALUE_FROM_TAB_SEPARATED_INPUT) \
+    M(23, CANNOT_READ_FROM_ISTREAM) \
+    M(24, CANNOT_WRITE_TO_OSTREAM) \
+    M(25, CANNOT_PARSE_ESCAPE_SEQUENCE) \
+    M(26, CANNOT_PARSE_QUOTED_STRING) \
+    M(27, CANNOT_PARSE_INPUT_ASSERTION_FAILED) \
+    M(28, CANNOT_PRINT_FLOAT_OR_DOUBLE_NUMBER) \
+    M(29, CANNOT_PRINT_INTEGER) \
+    M(30, CANNOT_READ_SIZE_OF_COMPRESSED_CHUNK) \
+    M(31, CANNOT_READ_COMPRESSED_CHUNK) \
+    M(32, ATTEMPT_TO_READ_AFTER_EOF) \
+    M(33, CANNOT_READ_ALL_DATA) \
+    M(34, TOO_MANY_ARGUMENTS_FOR_FUNCTION) \
+    M(35, TOO_FEW_ARGUMENTS_FOR_FUNCTION) \
+    M(36, BAD_ARGUMENTS) \
+    M(37, UNKNOWN_ELEMENT_IN_AST) \
+    M(38, CANNOT_PARSE_DATE) \
+    M(39, TOO_LARGE_SIZE_COMPRESSED) \
+    M(40, CHECKSUM_DOESNT_MATCH) \
+    M(41, CANNOT_PARSE_DATETIME) \
+    M(42, NUMBER_OF_ARGUMENTS_DOESNT_MATCH) \
+    M(43, ILLEGAL_TYPE_OF_ARGUMENT) \
+    M(44, ILLEGAL_COLUMN) \
+    M(45, ILLEGAL_NUMBER_OF_RESULT_COLUMNS) \
+    M(46, UNKNOWN_FUNCTION) \
+    M(47, UNKNOWN_IDENTIFIER) \
+    M(48, NOT_IMPLEMENTED) \
+    M(49, LOGICAL_ERROR) \
+    M(50, UNKNOWN_TYPE) \
+    M(51, EMPTY_LIST_OF_COLUMNS_QUERIED) \
+    M(52, COLUMN_QUERIED_MORE_THAN_ONCE) \
+    M(53, TYPE_MISMATCH) \
+    M(54, STORAGE_DOESNT_ALLOW_PARAMETERS) \
+    M(55, STORAGE_REQUIRES_PARAMETER) \
+    M(56, UNKNOWN_STORAGE) \
+    M(57, TABLE_ALREADY_EXISTS) \
+    M(58, TABLE_METADATA_ALREADY_EXISTS) \
+    M(59, ILLEGAL_TYPE_OF_COLUMN_FOR_FILTER) \
+    M(60, UNKNOWN_TABLE) \
+    M(61, ONLY_FILTER_COLUMN_IN_BLOCK) \
+    M(62, SYNTAX_ERROR) \
+    M(63, UNKNOWN_AGGREGATE_FUNCTION) \
+    M(64, CANNOT_READ_AGGREGATE_FUNCTION_FROM_TEXT) \
+    M(65, CANNOT_WRITE_AGGREGATE_FUNCTION_AS_TEXT) \
+    M(66, NOT_A_COLUMN) \
+    M(67, ILLEGAL_KEY_OF_AGGREGATION) \
+    M(68, CANNOT_GET_SIZE_OF_FIELD) \
+    M(69, ARGUMENT_OUT_OF_BOUND) \
+    M(70, CANNOT_CONVERT_TYPE) \
+    M(71, CANNOT_WRITE_AFTER_END_OF_BUFFER) \
+    M(72, CANNOT_PARSE_NUMBER) \
+    M(73, UNKNOWN_FORMAT) \
+    M(74, CANNOT_READ_FROM_FILE_DESCRIPTOR) \
+    M(75, CANNOT_WRITE_TO_FILE_DESCRIPTOR) \
+    M(76, CANNOT_OPEN_FILE) \
+    M(77, CANNOT_CLOSE_FILE) \
+    M(78, UNKNOWN_TYPE_OF_QUERY) \
+    M(79, INCORRECT_FILE_NAME) \
+    M(80, INCORRECT_QUERY) \
+    M(81, UNKNOWN_DATABASE) \
+    M(82, DATABASE_ALREADY_EXISTS) \
+    M(83, DIRECTORY_DOESNT_EXIST) \
+    M(84, DIRECTORY_ALREADY_EXISTS) \
+    M(85, FORMAT_IS_NOT_SUITABLE_FOR_INPUT) \
+    M(86, RECEIVED_ERROR_FROM_REMOTE_IO_SERVER) \
+    M(87, CANNOT_SEEK_THROUGH_FILE) \
+    M(88, CANNOT_TRUNCATE_FILE) \
+    M(89, UNKNOWN_COMPRESSION_METHOD) \
+    M(90, EMPTY_LIST_OF_COLUMNS_PASSED) \
+    M(91, SIZES_OF_MARKS_FILES_ARE_INCONSISTENT) \
+    M(92, EMPTY_DATA_PASSED) \
+    M(93, UNKNOWN_AGGREGATED_DATA_VARIANT) \
+    M(94, CANNOT_MERGE_DIFFERENT_AGGREGATED_DATA_VARIANTS) \
+    M(95, CANNOT_READ_FROM_SOCKET) \
+    M(96, CANNOT_WRITE_TO_SOCKET) \
+    M(97, CANNOT_READ_ALL_DATA_FROM_CHUNKED_INPUT) \
+    M(98, CANNOT_WRITE_TO_EMPTY_BLOCK_OUTPUT_STREAM) \
+    M(99, UNKNOWN_PACKET_FROM_CLIENT) \
+    M(100, UNKNOWN_PACKET_FROM_SERVER) \
+    M(101, UNEXPECTED_PACKET_FROM_CLIENT) \
+    M(102, UNEXPECTED_PACKET_FROM_SERVER) \
+    M(103, RECEIVED_DATA_FOR_WRONG_QUERY_ID) \
+    M(104, TOO_SMALL_BUFFER_SIZE) \
+    M(105, CANNOT_READ_HISTORY) \
+    M(106, CANNOT_APPEND_HISTORY) \
+    M(107, FILE_DOESNT_EXIST) \
+    M(108, NO_DATA_TO_INSERT) \
+    M(109, CANNOT_BLOCK_SIGNAL) \
+    M(110, CANNOT_UNBLOCK_SIGNAL) \
+    M(111, CANNOT_MANIPULATE_SIGSET) \
+    M(112, CANNOT_WAIT_FOR_SIGNAL) \
+    M(113, THERE_IS_NO_SESSION) \
+    M(114, CANNOT_CLOCK_GETTIME) \
+    M(115, UNKNOWN_SETTING) \
+    M(116, THERE_IS_NO_DEFAULT_VALUE) \
+    M(117, INCORRECT_DATA) \
+    M(119, ENGINE_REQUIRED) \
+    M(120, CANNOT_INSERT_VALUE_OF_DIFFERENT_SIZE_INTO_TUPLE) \
+    M(121, UNSUPPORTED_JOIN_KEYS) \
+    M(122, INCOMPATIBLE_COLUMNS) \
+    M(123, UNKNOWN_TYPE_OF_AST_NODE) \
+    M(124, INCORRECT_ELEMENT_OF_SET) \
+    M(125, INCORRECT_RESULT_OF_SCALAR_SUBQUERY) \
+    M(126, CANNOT_GET_RETURN_TYPE) \
+    M(127, ILLEGAL_INDEX) \
+    M(128, TOO_LARGE_ARRAY_SIZE) \
+    M(129, FUNCTION_IS_SPECIAL) \
+    M(130, CANNOT_READ_ARRAY_FROM_TEXT) \
+    M(131, TOO_LARGE_STRING_SIZE) \
+    M(133, AGGREGATE_FUNCTION_DOESNT_ALLOW_PARAMETERS) \
+    M(134, PARAMETERS_TO_AGGREGATE_FUNCTIONS_MUST_BE_LITERALS) \
+    M(135, ZERO_ARRAY_OR_TUPLE_INDEX) \
+    M(137, UNKNOWN_ELEMENT_IN_CONFIG) \
+    M(138, EXCESSIVE_ELEMENT_IN_CONFIG) \
+    M(139, NO_ELEMENTS_IN_CONFIG) \
+    M(140, ALL_REQUESTED_COLUMNS_ARE_MISSING) \
+    M(141, SAMPLING_NOT_SUPPORTED) \
+    M(142, NOT_FOUND_NODE) \
+    M(143, FOUND_MORE_THAN_ONE_NODE) \
+    M(144, FIRST_DATE_IS_BIGGER_THAN_LAST_DATE) \
+    M(145, UNKNOWN_OVERFLOW_MODE) \
+    M(146, QUERY_SECTION_DOESNT_MAKE_SENSE) \
+    M(147, NOT_FOUND_FUNCTION_ELEMENT_FOR_AGGREGATE) \
+    M(148, NOT_FOUND_RELATION_ELEMENT_FOR_CONDITION) \
+    M(149, NOT_FOUND_RHS_ELEMENT_FOR_CONDITION) \
+    M(150, EMPTY_LIST_OF_ATTRIBUTES_PASSED) \
+    M(151, INDEX_OF_COLUMN_IN_SORT_CLAUSE_IS_OUT_OF_RANGE) \
+    M(152, UNKNOWN_DIRECTION_OF_SORTING) \
+    M(153, ILLEGAL_DIVISION) \
+    M(154, AGGREGATE_FUNCTION_NOT_APPLICABLE) \
+    M(155, UNKNOWN_RELATION) \
+    M(156, DICTIONARIES_WAS_NOT_LOADED) \
+    M(157, ILLEGAL_OVERFLOW_MODE) \
+    M(158, TOO_MANY_ROWS) \
+    M(159, TIMEOUT_EXCEEDED) \
+    M(160, TOO_SLOW) \
+    M(161, TOO_MANY_COLUMNS) \
+    M(162, TOO_DEEP_SUBQUERIES) \
+    M(163, TOO_DEEP_PIPELINE) \
+    M(164, READONLY) \
+    M(165, TOO_MANY_TEMPORARY_COLUMNS) \
+    M(166, TOO_MANY_TEMPORARY_NON_CONST_COLUMNS) \
+    M(167, TOO_DEEP_AST) \
+    M(168, TOO_BIG_AST) \
+    M(169, BAD_TYPE_OF_FIELD) \
+    M(170, BAD_GET) \
+    M(172, CANNOT_CREATE_DIRECTORY) \
+    M(173, CANNOT_ALLOCATE_MEMORY) \
+    M(174, CYCLIC_ALIASES) \
+    M(176, CHUNK_NOT_FOUND) \
+    M(177, DUPLICATE_CHUNK_NAME) \
+    M(178, MULTIPLE_ALIASES_FOR_EXPRESSION) \
+    M(179, MULTIPLE_EXPRESSIONS_FOR_ALIAS) \
+    M(180, THERE_IS_NO_PROFILE) \
+    M(181, ILLEGAL_FINAL) \
+    M(182, ILLEGAL_PREWHERE) \
+    M(183, UNEXPECTED_EXPRESSION) \
+    M(184, ILLEGAL_AGGREGATION) \
+    M(185, UNSUPPORTED_MYISAM_BLOCK_TYPE) \
+    M(186, UNSUPPORTED_COLLATION_LOCALE) \
+    M(187, COLLATION_COMPARISON_FAILED) \
+    M(188, UNKNOWN_ACTION) \
+    M(189, TABLE_MUST_NOT_BE_CREATED_MANUALLY) \
+    M(190, SIZES_OF_ARRAYS_DOESNT_MATCH) \
+    M(191, SET_SIZE_LIMIT_EXCEEDED) \
+    M(192, UNKNOWN_USER) \
+    M(193, WRONG_PASSWORD) \
+    M(194, REQUIRED_PASSWORD) \
+    M(195, IP_ADDRESS_NOT_ALLOWED) \
+    M(196, UNKNOWN_ADDRESS_PATTERN_TYPE) \
+    M(197, SERVER_REVISION_IS_TOO_OLD) \
+    M(198, DNS_ERROR) \
+    M(199, UNKNOWN_QUOTA) \
+    M(200, QUOTA_DOESNT_ALLOW_KEYS) \
+    M(201, QUOTA_EXPIRED) \
+    M(202, TOO_MANY_SIMULTANEOUS_QUERIES) \
+    M(203, NO_FREE_CONNECTION) \
+    M(204, CANNOT_FSYNC) \
+    M(205, NESTED_TYPE_TOO_DEEP) \
+    M(206, ALIAS_REQUIRED) \
+    M(207, AMBIGUOUS_IDENTIFIER) \
+    M(208, EMPTY_NESTED_TABLE) \
+    M(209, SOCKET_TIMEOUT) \
+    M(210, NETWORK_ERROR) \
+    M(211, EMPTY_QUERY) \
+    M(212, UNKNOWN_LOAD_BALANCING) \
+    M(213, UNKNOWN_TOTALS_MODE) \
+    M(214, CANNOT_STATVFS) \
+    M(215, NOT_AN_AGGREGATE) \
+    M(216, QUERY_WITH_SAME_ID_IS_ALREADY_RUNNING) \
+    M(217, CLIENT_HAS_CONNECTED_TO_WRONG_PORT) \
+    M(218, TABLE_IS_DROPPED) \
+    M(219, DATABASE_NOT_EMPTY) \
+    M(220, DUPLICATE_INTERSERVER_IO_ENDPOINT) \
+    M(221, NO_SUCH_INTERSERVER_IO_ENDPOINT) \
+    M(222, ADDING_REPLICA_TO_NON_EMPTY_TABLE) \
+    M(223, UNEXPECTED_AST_STRUCTURE) \
+    M(224, REPLICA_IS_ALREADY_ACTIVE) \
+    M(225, NO_ZOOKEEPER) \
+    M(226, NO_FILE_IN_DATA_PART) \
+    M(227, UNEXPECTED_FILE_IN_DATA_PART) \
+    M(228, BAD_SIZE_OF_FILE_IN_DATA_PART) \
+    M(229, QUERY_IS_TOO_LARGE) \
+    M(230, NOT_FOUND_EXPECTED_DATA_PART) \
+    M(231, TOO_MANY_UNEXPECTED_DATA_PARTS) \
+    M(232, NO_SUCH_DATA_PART) \
+    M(233, BAD_DATA_PART_NAME) \
+    M(234, NO_REPLICA_HAS_PART) \
+    M(235, DUPLICATE_DATA_PART) \
+    M(236, ABORTED) \
+    M(237, NO_REPLICA_NAME_GIVEN) \
+    M(238, FORMAT_VERSION_TOO_OLD) \
+    M(239, CANNOT_MUNMAP) \
+    M(240, CANNOT_MREMAP) \
+    M(241, MEMORY_LIMIT_EXCEEDED) \
+    M(242, TABLE_IS_READ_ONLY) \
+    M(243, NOT_ENOUGH_SPACE) \
+    M(244, UNEXPECTED_ZOOKEEPER_ERROR) \
+    M(246, CORRUPTED_DATA) \
+    M(247, INCORRECT_MARK) \
+    M(248, INVALID_PARTITION_VALUE) \
+    M(250, NOT_ENOUGH_BLOCK_NUMBERS) \
+    M(251, NO_SUCH_REPLICA) \
+    M(252, TOO_MANY_PARTS) \
+    M(253, REPLICA_IS_ALREADY_EXIST) \
+    M(254, NO_ACTIVE_REPLICAS) \
+    M(255, TOO_MANY_RETRIES_TO_FETCH_PARTS) \
+    M(256, PARTITION_ALREADY_EXISTS) \
+    M(257, PARTITION_DOESNT_EXIST) \
+    M(258, UNION_ALL_RESULT_STRUCTURES_MISMATCH) \
+    M(260, CLIENT_OUTPUT_FORMAT_SPECIFIED) \
+    M(261, UNKNOWN_BLOCK_INFO_FIELD) \
+    M(262, BAD_COLLATION) \
+    M(263, CANNOT_COMPILE_CODE) \
+    M(264, INCOMPATIBLE_TYPE_OF_JOIN) \
+    M(265, NO_AVAILABLE_REPLICA) \
+    M(266, MISMATCH_REPLICAS_DATA_SOURCES) \
+    M(267, STORAGE_DOESNT_SUPPORT_PARALLEL_REPLICAS) \
+    M(268, CPUID_ERROR) \
+    M(269, INFINITE_LOOP) \
+    M(270, CANNOT_COMPRESS) \
+    M(271, CANNOT_DECOMPRESS) \
+    M(272, CANNOT_IO_SUBMIT) \
+    M(273, CANNOT_IO_GETEVENTS) \
+    M(274, AIO_READ_ERROR) \
+    M(275, AIO_WRITE_ERROR) \
+    M(277, INDEX_NOT_USED) \
+    M(279, ALL_CONNECTION_TRIES_FAILED) \
+    M(280, NO_AVAILABLE_DATA) \
+    M(281, DICTIONARY_IS_EMPTY) \
+    M(282, INCORRECT_INDEX) \
+    M(283, UNKNOWN_DISTRIBUTED_PRODUCT_MODE) \
+    M(284, WRONG_GLOBAL_SUBQUERY) \
+    M(285, TOO_FEW_LIVE_REPLICAS) \
+    M(286, UNSATISFIED_QUORUM_FOR_PREVIOUS_WRITE) \
+    M(287, UNKNOWN_FORMAT_VERSION) \
+    M(288, DISTRIBUTED_IN_JOIN_SUBQUERY_DENIED) \
+    M(289, REPLICA_IS_NOT_IN_QUORUM) \
+    M(290, LIMIT_EXCEEDED) \
+    M(291, DATABASE_ACCESS_DENIED) \
+    M(293, MONGODB_CANNOT_AUTHENTICATE) \
+    M(294, INVALID_BLOCK_EXTRA_INFO) \
+    M(295, RECEIVED_EMPTY_DATA) \
+    M(296, NO_REMOTE_SHARD_FOUND) \
+    M(297, SHARD_HAS_NO_CONNECTIONS) \
+    M(298, CANNOT_PIPE) \
+    M(299, CANNOT_FORK) \
+    M(300, CANNOT_DLSYM) \
+    M(301, CANNOT_CREATE_CHILD_PROCESS) \
+    M(302, CHILD_WAS_NOT_EXITED_NORMALLY) \
+    M(303, CANNOT_SELECT) \
+    M(304, CANNOT_WAITPID) \
+    M(305, TABLE_WAS_NOT_DROPPED) \
+    M(306, TOO_DEEP_RECURSION) \
+    M(307, TOO_MANY_BYTES) \
+    M(308, UNEXPECTED_NODE_IN_ZOOKEEPER) \
+    M(309, FUNCTION_CANNOT_HAVE_PARAMETERS) \
+    M(317, INVALID_SHARD_WEIGHT) \
+    M(318, INVALID_CONFIG_PARAMETER) \
+    M(319, UNKNOWN_STATUS_OF_INSERT) \
+    M(321, VALUE_IS_OUT_OF_RANGE_OF_DATA_TYPE) \
+    M(335, BARRIER_TIMEOUT) \
+    M(336, UNKNOWN_DATABASE_ENGINE) \
+    M(337, DDL_GUARD_IS_ACTIVE) \
+    M(341, UNFINISHED) \
+    M(342, METADATA_MISMATCH) \
+    M(344, SUPPORT_IS_DISABLED) \
+    M(345, TABLE_DIFFERS_TOO_MUCH) \
+    M(346, CANNOT_CONVERT_CHARSET) \
+    M(347, CANNOT_LOAD_CONFIG) \
+    M(349, CANNOT_INSERT_NULL_IN_ORDINARY_COLUMN) \
+    M(350, INCOMPATIBLE_SOURCE_TABLES) \
+    M(351, AMBIGUOUS_TABLE_NAME) \
+    M(352, AMBIGUOUS_COLUMN_NAME) \
+    M(353, INDEX_OF_POSITIONAL_ARGUMENT_IS_OUT_OF_RANGE) \
+    M(354, ZLIB_INFLATE_FAILED) \
+    M(355, ZLIB_DEFLATE_FAILED) \
+    M(356, BAD_LAMBDA) \
+    M(357, RESERVED_IDENTIFIER_NAME) \
+    M(358, INTO_OUTFILE_NOT_ALLOWED) \
+    M(359, TABLE_SIZE_EXCEEDS_MAX_DROP_SIZE_LIMIT) \
+    M(360, CANNOT_CREATE_CHARSET_CONVERTER) \
+    M(361, SEEK_POSITION_OUT_OF_BOUND) \
+    M(362, CURRENT_WRITE_BUFFER_IS_EXHAUSTED) \
+    M(363, CANNOT_CREATE_IO_BUFFER) \
+    M(364, RECEIVED_ERROR_TOO_MANY_REQUESTS) \
+    M(366, SIZES_OF_NESTED_COLUMNS_ARE_INCONSISTENT) \
+    M(367, TOO_MANY_FETCHES) \
+    M(369, ALL_REPLICAS_ARE_STALE) \
+    M(370, DATA_TYPE_CANNOT_BE_USED_IN_TABLES) \
+    M(371, INCONSISTENT_CLUSTER_DEFINITION) \
+    M(372, SESSION_NOT_FOUND) \
+    M(373, SESSION_IS_LOCKED) \
+    M(374, INVALID_SESSION_TIMEOUT) \
+    M(375, CANNOT_DLOPEN) \
+    M(376, CANNOT_PARSE_UUID) \
+    M(377, ILLEGAL_SYNTAX_FOR_DATA_TYPE) \
+    M(378, DATA_TYPE_CANNOT_HAVE_ARGUMENTS) \
+    M(379, UNKNOWN_STATUS_OF_DISTRIBUTED_DDL_TASK) \
+    M(380, CANNOT_KILL) \
+    M(381, HTTP_LENGTH_REQUIRED) \
+    M(382, CANNOT_LOAD_CATBOOST_MODEL) \
+    M(383, CANNOT_APPLY_CATBOOST_MODEL) \
+    M(384, PART_IS_TEMPORARILY_LOCKED) \
+    M(385, MULTIPLE_STREAMS_REQUIRED) \
+    M(386, NO_COMMON_TYPE) \
+    M(387, DICTIONARY_ALREADY_EXISTS) \
+    M(388, CANNOT_ASSIGN_OPTIMIZE) \
+    M(389, INSERT_WAS_DEDUPLICATED) \
+    M(390, CANNOT_GET_CREATE_TABLE_QUERY) \
+    M(391, EXTERNAL_LIBRARY_ERROR) \
+    M(392, QUERY_IS_PROHIBITED) \
+    M(393, THERE_IS_NO_QUERY) \
+    M(394, QUERY_WAS_CANCELLED) \
+    M(395, FUNCTION_THROW_IF_VALUE_IS_NON_ZERO) \
+    M(396, TOO_MANY_ROWS_OR_BYTES) \
+    M(397, QUERY_IS_NOT_SUPPORTED_IN_MATERIALIZED_VIEW) \
+    M(398, UNKNOWN_MUTATION_COMMAND) \
+    M(399, FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT) \
+    M(400, CANNOT_STAT) \
+    M(401, FEATURE_IS_NOT_ENABLED_AT_BUILD_TIME) \
+    M(402, CANNOT_IOSETUP) \
+    M(403, INVALID_JOIN_ON_EXPRESSION) \
+    M(404, BAD_ODBC_CONNECTION_STRING) \
+    M(405, PARTITION_SIZE_EXCEEDS_MAX_DROP_SIZE_LIMIT) \
+    M(406, TOP_AND_LIMIT_TOGETHER) \
+    M(407, DECIMAL_OVERFLOW) \
+    M(408, BAD_REQUEST_PARAMETER) \
+    M(409, EXTERNAL_EXECUTABLE_NOT_FOUND) \
+    M(410, EXTERNAL_SERVER_IS_NOT_RESPONDING) \
+    M(411, PTHREAD_ERROR) \
+    M(412, NETLINK_ERROR) \
+    M(413, CANNOT_SET_SIGNAL_HANDLER) \
+    M(415, ALL_REPLICAS_LOST) \
+    M(416, REPLICA_STATUS_CHANGED) \
+    M(417, EXPECTED_ALL_OR_ANY) \
+    M(418, UNKNOWN_JOIN) \
+    M(419, MULTIPLE_ASSIGNMENTS_TO_COLUMN) \
+    M(420, CANNOT_UPDATE_COLUMN) \
+    M(421, CANNOT_ADD_DIFFERENT_AGGREGATE_STATES) \
+    M(422, UNSUPPORTED_URI_SCHEME) \
+    M(423, CANNOT_GETTIMEOFDAY) \
+    M(424, CANNOT_LINK) \
+    M(425, SYSTEM_ERROR) \
+    M(427, CANNOT_COMPILE_REGEXP) \
+    M(428, UNKNOWN_LOG_LEVEL) \
+    M(429, FAILED_TO_GETPWUID) \
+    M(430, MISMATCHING_USERS_FOR_PROCESS_AND_DATA) \
+    M(431, ILLEGAL_SYNTAX_FOR_CODEC_TYPE) \
+    M(432, UNKNOWN_CODEC) \
+    M(433, ILLEGAL_CODEC_PARAMETER) \
+    M(434, CANNOT_PARSE_PROTOBUF_SCHEMA) \
+    M(435, NO_DATA_FOR_REQUIRED_PROTOBUF_FIELD) \
+    M(436, PROTOBUF_BAD_CAST) \
+    M(437, PROTOBUF_FIELD_NOT_REPEATED) \
+    M(438, DATA_TYPE_CANNOT_BE_PROMOTED) \
+    M(439, CANNOT_SCHEDULE_TASK) \
+    M(440, INVALID_LIMIT_EXPRESSION) \
+    M(441, CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING) \
+    M(442, BAD_DATABASE_FOR_TEMPORARY_TABLE) \
+    M(443, NO_COMMON_COLUMNS_WITH_PROTOBUF_SCHEMA) \
+    M(444, UNKNOWN_PROTOBUF_FORMAT) \
+    M(445, CANNOT_MPROTECT) \
+    M(446, FUNCTION_NOT_ALLOWED) \
+    M(447, HYPERSCAN_CANNOT_SCAN_TEXT) \
+    M(448, BROTLI_READ_FAILED) \
+    M(449, BROTLI_WRITE_FAILED) \
+    M(450, BAD_TTL_EXPRESSION) \
+    M(451, BAD_TTL_FILE) \
+    M(452, SETTING_CONSTRAINT_VIOLATION) \
+    M(453, MYSQL_CLIENT_INSUFFICIENT_CAPABILITIES) \
+    M(454, OPENSSL_ERROR) \
+    M(455, SUSPICIOUS_TYPE_FOR_LOW_CARDINALITY) \
+    M(456, UNKNOWN_QUERY_PARAMETER) \
+    M(457, BAD_QUERY_PARAMETER) \
+    M(458, CANNOT_UNLINK) \
+    M(459, CANNOT_SET_THREAD_PRIORITY) \
+    M(460, CANNOT_CREATE_TIMER) \
+    M(461, CANNOT_SET_TIMER_PERIOD) \
+    M(462, CANNOT_DELETE_TIMER) \
+    M(463, CANNOT_FCNTL) \
+    M(464, CANNOT_PARSE_ELF) \
+    M(465, CANNOT_PARSE_DWARF) \
+    M(466, INSECURE_PATH) \
+    M(467, CANNOT_PARSE_BOOL) \
+    M(468, CANNOT_PTHREAD_ATTR) \
+    M(469, VIOLATED_CONSTRAINT) \
+    M(470, QUERY_IS_NOT_SUPPORTED_IN_LIVE_VIEW) \
+    M(471, INVALID_SETTING_VALUE) \
+    M(472, READONLY_SETTING) \
+    M(473, DEADLOCK_AVOIDED) \
+    M(474, INVALID_TEMPLATE_FORMAT) \
+    M(475, INVALID_WITH_FILL_EXPRESSION) \
+    M(476, WITH_TIES_WITHOUT_ORDER_BY) \
+    M(477, INVALID_USAGE_OF_INPUT) \
+    M(478, UNKNOWN_POLICY) \
+    M(479, UNKNOWN_DISK) \
+    M(480, UNKNOWN_PROTOCOL) \
+    M(481, PATH_ACCESS_DENIED) \
+    M(482, DICTIONARY_ACCESS_DENIED) \
+    M(483, TOO_MANY_REDIRECTS) \
+    M(484, INTERNAL_REDIS_ERROR) \
+    M(485, SCALAR_ALREADY_EXISTS) \
+    M(487, CANNOT_GET_CREATE_DICTIONARY_QUERY) \
+    M(488, UNKNOWN_DICTIONARY) \
+    M(489, INCORRECT_DICTIONARY_DEFINITION) \
+    M(490, CANNOT_FORMAT_DATETIME) \
+    M(491, UNACCEPTABLE_URL) \
+    M(492, ACCESS_ENTITY_NOT_FOUND) \
+    M(493, ACCESS_ENTITY_ALREADY_EXISTS) \
+    M(494, ACCESS_ENTITY_FOUND_DUPLICATES) \
+    M(495, ACCESS_STORAGE_READONLY) \
+    M(496, QUOTA_REQUIRES_CLIENT_KEY) \
+    M(497, ACCESS_DENIED) \
+    M(498, LIMIT_BY_WITH_TIES_IS_NOT_SUPPORTED) \
+    M(499, S3_ERROR) \
+    M(501, CANNOT_CREATE_DATABASE) \
+    M(502, CANNOT_SIGQUEUE) \
+    M(503, AGGREGATE_FUNCTION_THROW) \
+    M(504, FILE_ALREADY_EXISTS) \
+    M(505, CANNOT_DELETE_DIRECTORY) \
+    M(506, UNEXPECTED_ERROR_CODE) \
+    M(507, UNABLE_TO_SKIP_UNUSED_SHARDS) \
+    M(508, UNKNOWN_ACCESS_TYPE) \
+    M(509, INVALID_GRANT) \
+    M(510, CACHE_DICTIONARY_UPDATE_FAIL) \
+    M(511, UNKNOWN_ROLE) \
+    M(512, SET_NON_GRANTED_ROLE) \
+    M(513, UNKNOWN_PART_TYPE) \
+    M(514, ACCESS_STORAGE_FOR_INSERTION_NOT_FOUND) \
+    M(515, INCORRECT_ACCESS_ENTITY_DEFINITION) \
+    M(516, AUTHENTICATION_FAILED) \
+    M(517, CANNOT_ASSIGN_ALTER) \
+    M(518, CANNOT_COMMIT_OFFSET) \
+    M(519, NO_REMOTE_SHARD_AVAILABLE) \
+    M(520, CANNOT_DETACH_DICTIONARY_AS_TABLE) \
+    M(521, ATOMIC_RENAME_FAIL) \
+    M(523, UNKNOWN_ROW_POLICY) \
+    M(524, ALTER_OF_COLUMN_IS_FORBIDDEN) \
+    M(525, INCORRECT_DISK_INDEX) \
+    M(526, UNKNOWN_VOLUME_TYPE) \
+    M(527, NO_SUITABLE_FUNCTION_IMPLEMENTATION) \
+    M(528, CASSANDRA_INTERNAL_ERROR) \
+    M(529, NOT_A_LEADER) \
+    M(530, CANNOT_CONNECT_RABBITMQ) \
+    M(531, CANNOT_FSTAT) \
+    M(532, LDAP_ERROR) \
+    M(533, INCONSISTENT_RESERVATIONS) \
+    M(534, NO_RESERVATIONS_PROVIDED) \
+    M(535, UNKNOWN_RAID_TYPE) \
+    M(536, CANNOT_RESTORE_FROM_FIELD_DUMP) \
+    M(537, ILLEGAL_MYSQL_VARIABLE) \
+    M(538, MYSQL_SYNTAX_ERROR) \
+    M(539, CANNOT_BIND_RABBITMQ_EXCHANGE) \
+    M(540, CANNOT_DECLARE_RABBITMQ_EXCHANGE) \
+    M(541, CANNOT_CREATE_RABBITMQ_QUEUE_BINDING) \
+    M(542, CANNOT_REMOVE_RABBITMQ_EXCHANGE) \
+    M(543, UNKNOWN_MYSQL_DATATYPES_SUPPORT_LEVEL) \
+    M(544, ROW_AND_ROWS_TOGETHER) \
+    M(545, FIRST_AND_NEXT_TOGETHER) \
+    M(546, NO_ROW_DELIMITER) \
+    M(547, INVALID_RAID_TYPE) \
+    M(548, UNKNOWN_VOLUME) \
+    M(549, DATA_TYPE_CANNOT_BE_USED_IN_KEY) \
+    M(550, CONDITIONAL_TREE_PARENT_NOT_FOUND) \
+    M(551, ILLEGAL_PROJECTION_MANIPULATOR) \
+    M(552, UNRECOGNIZED_ARGUMENTS) \
+    \
+    M(999, KEEPER_EXCEPTION) \
+    M(1000, POCO_EXCEPTION) \
+    M(1001, STD_EXCEPTION) \
+    M(1002, UNKNOWN_EXCEPTION) \
+
+/* See END */
+
 namespace DB
 {
 
 namespace ErrorCodes
 {
-    /** Previously, these constants were located in one enum.
-      * But in this case there is a problem: when you add a new constant, you need to recompile
-      *  all translation units that use at least one constant (almost the whole project).
-      * Therefore it is made so that definitions of constants are located here, in one file,
-      *  and their declaration are in different files, at the place of use.
-      */
+    #define M(VALUE, NAME) extern const Value NAME = VALUE;
+        APPLY_FOR_ERROR_CODES(M)
+    #undef M
 
-    extern const int UNSUPPORTED_METHOD = 1;
-    extern const int UNSUPPORTED_PARAMETER = 2;
-    extern const int UNEXPECTED_END_OF_FILE = 3;
-    extern const int EXPECTED_END_OF_FILE = 4;
-    extern const int CANNOT_PARSE_TEXT = 6;
-    extern const int INCORRECT_NUMBER_OF_COLUMNS = 7;
-    extern const int THERE_IS_NO_COLUMN = 8;
-    extern const int SIZES_OF_COLUMNS_DOESNT_MATCH = 9;
-    extern const int NOT_FOUND_COLUMN_IN_BLOCK = 10;
-    extern const int POSITION_OUT_OF_BOUND = 11;
-    extern const int PARAMETER_OUT_OF_BOUND = 12;
-    extern const int SIZES_OF_COLUMNS_IN_TUPLE_DOESNT_MATCH = 13;
-    extern const int DUPLICATE_COLUMN = 15;
-    extern const int NO_SUCH_COLUMN_IN_TABLE = 16;
-    extern const int DELIMITER_IN_STRING_LITERAL_DOESNT_MATCH = 17;
-    extern const int CANNOT_INSERT_ELEMENT_INTO_CONSTANT_COLUMN = 18;
-    extern const int SIZE_OF_FIXED_STRING_DOESNT_MATCH = 19;
-    extern const int NUMBER_OF_COLUMNS_DOESNT_MATCH = 20;
-    extern const int CANNOT_READ_ALL_DATA_FROM_TAB_SEPARATED_INPUT = 21;
-    extern const int CANNOT_PARSE_ALL_VALUE_FROM_TAB_SEPARATED_INPUT = 22;
-    extern const int CANNOT_READ_FROM_ISTREAM = 23;
-    extern const int CANNOT_WRITE_TO_OSTREAM = 24;
-    extern const int CANNOT_PARSE_ESCAPE_SEQUENCE = 25;
-    extern const int CANNOT_PARSE_QUOTED_STRING = 26;
-    extern const int CANNOT_PARSE_INPUT_ASSERTION_FAILED = 27;
-    extern const int CANNOT_PRINT_FLOAT_OR_DOUBLE_NUMBER = 28;
-    extern const int CANNOT_PRINT_INTEGER = 29;
-    extern const int CANNOT_READ_SIZE_OF_COMPRESSED_CHUNK = 30;
-    extern const int CANNOT_READ_COMPRESSED_CHUNK = 31;
-    extern const int ATTEMPT_TO_READ_AFTER_EOF = 32;
-    extern const int CANNOT_READ_ALL_DATA = 33;
-    extern const int TOO_MANY_ARGUMENTS_FOR_FUNCTION = 34;
-    extern const int TOO_FEW_ARGUMENTS_FOR_FUNCTION = 35;
-    extern const int BAD_ARGUMENTS = 36;
-    extern const int UNKNOWN_ELEMENT_IN_AST = 37;
-    extern const int CANNOT_PARSE_DATE = 38;
-    extern const int TOO_LARGE_SIZE_COMPRESSED = 39;
-    extern const int CHECKSUM_DOESNT_MATCH = 40;
-    extern const int CANNOT_PARSE_DATETIME = 41;
-    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH = 42;
-    extern const int ILLEGAL_TYPE_OF_ARGUMENT = 43;
-    extern const int ILLEGAL_COLUMN = 44;
-    extern const int ILLEGAL_NUMBER_OF_RESULT_COLUMNS = 45;
-    extern const int UNKNOWN_FUNCTION = 46;
-    extern const int UNKNOWN_IDENTIFIER = 47;
-    extern const int NOT_IMPLEMENTED = 48;
-    extern const int LOGICAL_ERROR = 49;
-    extern const int UNKNOWN_TYPE = 50;
-    extern const int EMPTY_LIST_OF_COLUMNS_QUERIED = 51;
-    extern const int COLUMN_QUERIED_MORE_THAN_ONCE = 52;
-    extern const int TYPE_MISMATCH = 53;
-    extern const int STORAGE_DOESNT_ALLOW_PARAMETERS = 54;
-    extern const int STORAGE_REQUIRES_PARAMETER = 55;
-    extern const int UNKNOWN_STORAGE = 56;
-    extern const int TABLE_ALREADY_EXISTS = 57;
-    extern const int TABLE_METADATA_ALREADY_EXISTS = 58;
-    extern const int ILLEGAL_TYPE_OF_COLUMN_FOR_FILTER = 59;
-    extern const int UNKNOWN_TABLE = 60;
-    extern const int ONLY_FILTER_COLUMN_IN_BLOCK = 61;
-    extern const int SYNTAX_ERROR = 62;
-    extern const int UNKNOWN_AGGREGATE_FUNCTION = 63;
-    extern const int CANNOT_READ_AGGREGATE_FUNCTION_FROM_TEXT = 64;
-    extern const int CANNOT_WRITE_AGGREGATE_FUNCTION_AS_TEXT = 65;
-    extern const int NOT_A_COLUMN = 66;
-    extern const int ILLEGAL_KEY_OF_AGGREGATION = 67;
-    extern const int CANNOT_GET_SIZE_OF_FIELD = 68;
-    extern const int ARGUMENT_OUT_OF_BOUND = 69;
-    extern const int CANNOT_CONVERT_TYPE = 70;
-    extern const int CANNOT_WRITE_AFTER_END_OF_BUFFER = 71;
-    extern const int CANNOT_PARSE_NUMBER = 72;
-    extern const int UNKNOWN_FORMAT = 73;
-    extern const int CANNOT_READ_FROM_FILE_DESCRIPTOR = 74;
-    extern const int CANNOT_WRITE_TO_FILE_DESCRIPTOR = 75;
-    extern const int CANNOT_OPEN_FILE = 76;
-    extern const int CANNOT_CLOSE_FILE = 77;
-    extern const int UNKNOWN_TYPE_OF_QUERY = 78;
-    extern const int INCORRECT_FILE_NAME = 79;
-    extern const int INCORRECT_QUERY = 80;
-    extern const int UNKNOWN_DATABASE = 81;
-    extern const int DATABASE_ALREADY_EXISTS = 82;
-    extern const int DIRECTORY_DOESNT_EXIST = 83;
-    extern const int DIRECTORY_ALREADY_EXISTS = 84;
-    extern const int FORMAT_IS_NOT_SUITABLE_FOR_INPUT = 85;
-    extern const int RECEIVED_ERROR_FROM_REMOTE_IO_SERVER = 86;
-    extern const int CANNOT_SEEK_THROUGH_FILE = 87;
-    extern const int CANNOT_TRUNCATE_FILE = 88;
-    extern const int UNKNOWN_COMPRESSION_METHOD = 89;
-    extern const int EMPTY_LIST_OF_COLUMNS_PASSED = 90;
-    extern const int SIZES_OF_MARKS_FILES_ARE_INCONSISTENT = 91;
-    extern const int EMPTY_DATA_PASSED = 92;
-    extern const int UNKNOWN_AGGREGATED_DATA_VARIANT = 93;
-    extern const int CANNOT_MERGE_DIFFERENT_AGGREGATED_DATA_VARIANTS = 94;
-    extern const int CANNOT_READ_FROM_SOCKET = 95;
-    extern const int CANNOT_WRITE_TO_SOCKET = 96;
-    extern const int CANNOT_READ_ALL_DATA_FROM_CHUNKED_INPUT = 97;
-    extern const int CANNOT_WRITE_TO_EMPTY_BLOCK_OUTPUT_STREAM = 98;
-    extern const int UNKNOWN_PACKET_FROM_CLIENT = 99;
-    extern const int UNKNOWN_PACKET_FROM_SERVER = 100;
-    extern const int UNEXPECTED_PACKET_FROM_CLIENT = 101;
-    extern const int UNEXPECTED_PACKET_FROM_SERVER = 102;
-    extern const int RECEIVED_DATA_FOR_WRONG_QUERY_ID = 103;
-    extern const int TOO_SMALL_BUFFER_SIZE = 104;
-    extern const int CANNOT_READ_HISTORY = 105;
-    extern const int CANNOT_APPEND_HISTORY = 106;
-    extern const int FILE_DOESNT_EXIST = 107;
-    extern const int NO_DATA_TO_INSERT = 108;
-    extern const int CANNOT_BLOCK_SIGNAL = 109;
-    extern const int CANNOT_UNBLOCK_SIGNAL = 110;
-    extern const int CANNOT_MANIPULATE_SIGSET = 111;
-    extern const int CANNOT_WAIT_FOR_SIGNAL = 112;
-    extern const int THERE_IS_NO_SESSION = 113;
-    extern const int CANNOT_CLOCK_GETTIME = 114;
-    extern const int UNKNOWN_SETTING = 115;
-    extern const int THERE_IS_NO_DEFAULT_VALUE = 116;
-    extern const int INCORRECT_DATA = 117;
-    extern const int ENGINE_REQUIRED = 119;
-    extern const int CANNOT_INSERT_VALUE_OF_DIFFERENT_SIZE_INTO_TUPLE = 120;
-    extern const int UNSUPPORTED_JOIN_KEYS = 121;
-    extern const int INCOMPATIBLE_COLUMNS = 122;
-    extern const int UNKNOWN_TYPE_OF_AST_NODE = 123;
-    extern const int INCORRECT_ELEMENT_OF_SET = 124;
-    extern const int INCORRECT_RESULT_OF_SCALAR_SUBQUERY = 125;
-    extern const int CANNOT_GET_RETURN_TYPE = 126;
-    extern const int ILLEGAL_INDEX = 127;
-    extern const int TOO_LARGE_ARRAY_SIZE = 128;
-    extern const int FUNCTION_IS_SPECIAL = 129;
-    extern const int CANNOT_READ_ARRAY_FROM_TEXT = 130;
-    extern const int TOO_LARGE_STRING_SIZE = 131;
-    extern const int AGGREGATE_FUNCTION_DOESNT_ALLOW_PARAMETERS = 133;
-    extern const int PARAMETERS_TO_AGGREGATE_FUNCTIONS_MUST_BE_LITERALS = 134;
-    extern const int ZERO_ARRAY_OR_TUPLE_INDEX = 135;
-    extern const int UNKNOWN_ELEMENT_IN_CONFIG = 137;
-    extern const int EXCESSIVE_ELEMENT_IN_CONFIG = 138;
-    extern const int NO_ELEMENTS_IN_CONFIG = 139;
-    extern const int ALL_REQUESTED_COLUMNS_ARE_MISSING = 140;
-    extern const int SAMPLING_NOT_SUPPORTED = 141;
-    extern const int NOT_FOUND_NODE = 142;
-    extern const int FOUND_MORE_THAN_ONE_NODE = 143;
-    extern const int FIRST_DATE_IS_BIGGER_THAN_LAST_DATE = 144;
-    extern const int UNKNOWN_OVERFLOW_MODE = 145;
-    extern const int QUERY_SECTION_DOESNT_MAKE_SENSE = 146;
-    extern const int NOT_FOUND_FUNCTION_ELEMENT_FOR_AGGREGATE = 147;
-    extern const int NOT_FOUND_RELATION_ELEMENT_FOR_CONDITION = 148;
-    extern const int NOT_FOUND_RHS_ELEMENT_FOR_CONDITION = 149;
-    extern const int EMPTY_LIST_OF_ATTRIBUTES_PASSED = 150;
-    extern const int INDEX_OF_COLUMN_IN_SORT_CLAUSE_IS_OUT_OF_RANGE = 151;
-    extern const int UNKNOWN_DIRECTION_OF_SORTING = 152;
-    extern const int ILLEGAL_DIVISION = 153;
-    extern const int AGGREGATE_FUNCTION_NOT_APPLICABLE = 154;
-    extern const int UNKNOWN_RELATION = 155;
-    extern const int DICTIONARIES_WAS_NOT_LOADED = 156;
-    extern const int ILLEGAL_OVERFLOW_MODE = 157;
-    extern const int TOO_MANY_ROWS = 158;
-    extern const int TIMEOUT_EXCEEDED = 159;
-    extern const int TOO_SLOW = 160;
-    extern const int TOO_MANY_COLUMNS = 161;
-    extern const int TOO_DEEP_SUBQUERIES = 162;
-    extern const int TOO_DEEP_PIPELINE = 163;
-    extern const int READONLY = 164;
-    extern const int TOO_MANY_TEMPORARY_COLUMNS = 165;
-    extern const int TOO_MANY_TEMPORARY_NON_CONST_COLUMNS = 166;
-    extern const int TOO_DEEP_AST = 167;
-    extern const int TOO_BIG_AST = 168;
-    extern const int BAD_TYPE_OF_FIELD = 169;
-    extern const int BAD_GET = 170;
-    extern const int CANNOT_CREATE_DIRECTORY = 172;
-    extern const int CANNOT_ALLOCATE_MEMORY = 173;
-    extern const int CYCLIC_ALIASES = 174;
-    extern const int CHUNK_NOT_FOUND = 176;
-    extern const int DUPLICATE_CHUNK_NAME = 177;
-    extern const int MULTIPLE_ALIASES_FOR_EXPRESSION = 178;
-    extern const int MULTIPLE_EXPRESSIONS_FOR_ALIAS = 179;
-    extern const int THERE_IS_NO_PROFILE = 180;
-    extern const int ILLEGAL_FINAL = 181;
-    extern const int ILLEGAL_PREWHERE = 182;
-    extern const int UNEXPECTED_EXPRESSION = 183;
-    extern const int ILLEGAL_AGGREGATION = 184;
-    extern const int UNSUPPORTED_MYISAM_BLOCK_TYPE = 185;
-    extern const int UNSUPPORTED_COLLATION_LOCALE = 186;
-    extern const int COLLATION_COMPARISON_FAILED = 187;
-    extern const int UNKNOWN_ACTION = 188;
-    extern const int TABLE_MUST_NOT_BE_CREATED_MANUALLY = 189;
-    extern const int SIZES_OF_ARRAYS_DOESNT_MATCH = 190;
-    extern const int SET_SIZE_LIMIT_EXCEEDED = 191;
-    extern const int UNKNOWN_USER = 192;
-    extern const int WRONG_PASSWORD = 193;
-    extern const int REQUIRED_PASSWORD = 194;
-    extern const int IP_ADDRESS_NOT_ALLOWED = 195;
-    extern const int UNKNOWN_ADDRESS_PATTERN_TYPE = 196;
-    extern const int SERVER_REVISION_IS_TOO_OLD = 197;
-    extern const int DNS_ERROR = 198;
-    extern const int UNKNOWN_QUOTA = 199;
-    extern const int QUOTA_DOESNT_ALLOW_KEYS = 200;
-    extern const int QUOTA_EXPIRED = 201;
-    extern const int TOO_MANY_SIMULTANEOUS_QUERIES = 202;
-    extern const int NO_FREE_CONNECTION = 203;
-    extern const int CANNOT_FSYNC = 204;
-    extern const int NESTED_TYPE_TOO_DEEP = 205;
-    extern const int ALIAS_REQUIRED = 206;
-    extern const int AMBIGUOUS_IDENTIFIER = 207;
-    extern const int EMPTY_NESTED_TABLE = 208;
-    extern const int SOCKET_TIMEOUT = 209;
-    extern const int NETWORK_ERROR = 210;
-    extern const int EMPTY_QUERY = 211;
-    extern const int UNKNOWN_LOAD_BALANCING = 212;
-    extern const int UNKNOWN_TOTALS_MODE = 213;
-    extern const int CANNOT_STATVFS = 214;
-    extern const int NOT_AN_AGGREGATE = 215;
-    extern const int QUERY_WITH_SAME_ID_IS_ALREADY_RUNNING = 216;
-    extern const int CLIENT_HAS_CONNECTED_TO_WRONG_PORT = 217;
-    extern const int TABLE_IS_DROPPED = 218;
-    extern const int DATABASE_NOT_EMPTY = 219;
-    extern const int DUPLICATE_INTERSERVER_IO_ENDPOINT = 220;
-    extern const int NO_SUCH_INTERSERVER_IO_ENDPOINT = 221;
-    extern const int ADDING_REPLICA_TO_NON_EMPTY_TABLE = 222;
-    extern const int UNEXPECTED_AST_STRUCTURE = 223;
-    extern const int REPLICA_IS_ALREADY_ACTIVE = 224;
-    extern const int NO_ZOOKEEPER = 225;
-    extern const int NO_FILE_IN_DATA_PART = 226;
-    extern const int UNEXPECTED_FILE_IN_DATA_PART = 227;
-    extern const int BAD_SIZE_OF_FILE_IN_DATA_PART = 228;
-    extern const int QUERY_IS_TOO_LARGE = 229;
-    extern const int NOT_FOUND_EXPECTED_DATA_PART = 230;
-    extern const int TOO_MANY_UNEXPECTED_DATA_PARTS = 231;
-    extern const int NO_SUCH_DATA_PART = 232;
-    extern const int BAD_DATA_PART_NAME = 233;
-    extern const int NO_REPLICA_HAS_PART = 234;
-    extern const int DUPLICATE_DATA_PART = 235;
-    extern const int ABORTED = 236;
-    extern const int NO_REPLICA_NAME_GIVEN = 237;
-    extern const int FORMAT_VERSION_TOO_OLD = 238;
-    extern const int CANNOT_MUNMAP = 239;
-    extern const int CANNOT_MREMAP = 240;
-    extern const int MEMORY_LIMIT_EXCEEDED = 241;
-    extern const int TABLE_IS_READ_ONLY = 242;
-    extern const int NOT_ENOUGH_SPACE = 243;
-    extern const int UNEXPECTED_ZOOKEEPER_ERROR = 244;
-    extern const int CORRUPTED_DATA = 246;
-    extern const int INCORRECT_MARK = 247;
-    extern const int INVALID_PARTITION_VALUE = 248;
-    extern const int NOT_ENOUGH_BLOCK_NUMBERS = 250;
-    extern const int NO_SUCH_REPLICA = 251;
-    extern const int TOO_MANY_PARTS = 252;
-    extern const int REPLICA_IS_ALREADY_EXIST = 253;
-    extern const int NO_ACTIVE_REPLICAS = 254;
-    extern const int TOO_MANY_RETRIES_TO_FETCH_PARTS = 255;
-    extern const int PARTITION_ALREADY_EXISTS = 256;
-    extern const int PARTITION_DOESNT_EXIST = 257;
-    extern const int UNION_ALL_RESULT_STRUCTURES_MISMATCH = 258;
-    extern const int CLIENT_OUTPUT_FORMAT_SPECIFIED = 260;
-    extern const int UNKNOWN_BLOCK_INFO_FIELD = 261;
-    extern const int BAD_COLLATION = 262;
-    extern const int CANNOT_COMPILE_CODE = 263;
-    extern const int INCOMPATIBLE_TYPE_OF_JOIN = 264;
-    extern const int NO_AVAILABLE_REPLICA = 265;
-    extern const int MISMATCH_REPLICAS_DATA_SOURCES = 266;
-    extern const int STORAGE_DOESNT_SUPPORT_PARALLEL_REPLICAS = 267;
-    extern const int CPUID_ERROR = 268;
-    extern const int INFINITE_LOOP = 269;
-    extern const int CANNOT_COMPRESS = 270;
-    extern const int CANNOT_DECOMPRESS = 271;
-    extern const int CANNOT_IO_SUBMIT = 272;
-    extern const int CANNOT_IO_GETEVENTS = 273;
-    extern const int AIO_READ_ERROR = 274;
-    extern const int AIO_WRITE_ERROR = 275;
-    extern const int INDEX_NOT_USED = 277;
-    extern const int ALL_CONNECTION_TRIES_FAILED = 279;
-    extern const int NO_AVAILABLE_DATA = 280;
-    extern const int DICTIONARY_IS_EMPTY = 281;
-    extern const int INCORRECT_INDEX = 282;
-    extern const int UNKNOWN_DISTRIBUTED_PRODUCT_MODE = 283;
-    extern const int WRONG_GLOBAL_SUBQUERY = 284;
-    extern const int TOO_FEW_LIVE_REPLICAS = 285;
-    extern const int UNSATISFIED_QUORUM_FOR_PREVIOUS_WRITE = 286;
-    extern const int UNKNOWN_FORMAT_VERSION = 287;
-    extern const int DISTRIBUTED_IN_JOIN_SUBQUERY_DENIED = 288;
-    extern const int REPLICA_IS_NOT_IN_QUORUM = 289;
-    extern const int LIMIT_EXCEEDED = 290;
-    extern const int DATABASE_ACCESS_DENIED = 291;
-    extern const int MONGODB_CANNOT_AUTHENTICATE = 293;
-    extern const int INVALID_BLOCK_EXTRA_INFO = 294;
-    extern const int RECEIVED_EMPTY_DATA = 295;
-    extern const int NO_REMOTE_SHARD_FOUND = 296;
-    extern const int SHARD_HAS_NO_CONNECTIONS = 297;
-    extern const int CANNOT_PIPE = 298;
-    extern const int CANNOT_FORK = 299;
-    extern const int CANNOT_DLSYM = 300;
-    extern const int CANNOT_CREATE_CHILD_PROCESS = 301;
-    extern const int CHILD_WAS_NOT_EXITED_NORMALLY = 302;
-    extern const int CANNOT_SELECT = 303;
-    extern const int CANNOT_WAITPID = 304;
-    extern const int TABLE_WAS_NOT_DROPPED = 305;
-    extern const int TOO_DEEP_RECURSION = 306;
-    extern const int TOO_MANY_BYTES = 307;
-    extern const int UNEXPECTED_NODE_IN_ZOOKEEPER = 308;
-    extern const int FUNCTION_CANNOT_HAVE_PARAMETERS = 309;
-    extern const int INVALID_SHARD_WEIGHT = 317;
-    extern const int INVALID_CONFIG_PARAMETER = 318;
-    extern const int UNKNOWN_STATUS_OF_INSERT = 319;
-    extern const int VALUE_IS_OUT_OF_RANGE_OF_DATA_TYPE = 321;
-    extern const int BARRIER_TIMEOUT = 335;
-    extern const int UNKNOWN_DATABASE_ENGINE = 336;
-    extern const int DDL_GUARD_IS_ACTIVE = 337;
-    extern const int UNFINISHED = 341;
-    extern const int METADATA_MISMATCH = 342;
-    extern const int SUPPORT_IS_DISABLED = 344;
-    extern const int TABLE_DIFFERS_TOO_MUCH = 345;
-    extern const int CANNOT_CONVERT_CHARSET = 346;
-    extern const int CANNOT_LOAD_CONFIG = 347;
-    extern const int CANNOT_INSERT_NULL_IN_ORDINARY_COLUMN = 349;
-    extern const int INCOMPATIBLE_SOURCE_TABLES = 350;
-    extern const int AMBIGUOUS_TABLE_NAME = 351;
-    extern const int AMBIGUOUS_COLUMN_NAME = 352;
-    extern const int INDEX_OF_POSITIONAL_ARGUMENT_IS_OUT_OF_RANGE = 353;
-    extern const int ZLIB_INFLATE_FAILED = 354;
-    extern const int ZLIB_DEFLATE_FAILED = 355;
-    extern const int BAD_LAMBDA = 356;
-    extern const int RESERVED_IDENTIFIER_NAME = 357;
-    extern const int INTO_OUTFILE_NOT_ALLOWED = 358;
-    extern const int TABLE_SIZE_EXCEEDS_MAX_DROP_SIZE_LIMIT = 359;
-    extern const int CANNOT_CREATE_CHARSET_CONVERTER = 360;
-    extern const int SEEK_POSITION_OUT_OF_BOUND = 361;
-    extern const int CURRENT_WRITE_BUFFER_IS_EXHAUSTED = 362;
-    extern const int CANNOT_CREATE_IO_BUFFER = 363;
-    extern const int RECEIVED_ERROR_TOO_MANY_REQUESTS = 364;
-    extern const int SIZES_OF_NESTED_COLUMNS_ARE_INCONSISTENT = 366;
-    extern const int TOO_MANY_FETCHES = 367;
-    extern const int ALL_REPLICAS_ARE_STALE = 369;
-    extern const int DATA_TYPE_CANNOT_BE_USED_IN_TABLES = 370;
-    extern const int INCONSISTENT_CLUSTER_DEFINITION = 371;
-    extern const int SESSION_NOT_FOUND = 372;
-    extern const int SESSION_IS_LOCKED = 373;
-    extern const int INVALID_SESSION_TIMEOUT = 374;
-    extern const int CANNOT_DLOPEN = 375;
-    extern const int CANNOT_PARSE_UUID = 376;
-    extern const int ILLEGAL_SYNTAX_FOR_DATA_TYPE = 377;
-    extern const int DATA_TYPE_CANNOT_HAVE_ARGUMENTS = 378;
-    extern const int UNKNOWN_STATUS_OF_DISTRIBUTED_DDL_TASK = 379;
-    extern const int CANNOT_KILL = 380;
-    extern const int HTTP_LENGTH_REQUIRED = 381;
-    extern const int CANNOT_LOAD_CATBOOST_MODEL = 382;
-    extern const int CANNOT_APPLY_CATBOOST_MODEL = 383;
-    extern const int PART_IS_TEMPORARILY_LOCKED = 384;
-    extern const int MULTIPLE_STREAMS_REQUIRED = 385;
-    extern const int NO_COMMON_TYPE = 386;
-    extern const int DICTIONARY_ALREADY_EXISTS = 387;
-    extern const int CANNOT_ASSIGN_OPTIMIZE = 388;
-    extern const int INSERT_WAS_DEDUPLICATED = 389;
-    extern const int CANNOT_GET_CREATE_TABLE_QUERY = 390;
-    extern const int EXTERNAL_LIBRARY_ERROR = 391;
-    extern const int QUERY_IS_PROHIBITED = 392;
-    extern const int THERE_IS_NO_QUERY = 393;
-    extern const int QUERY_WAS_CANCELLED = 394;
-    extern const int FUNCTION_THROW_IF_VALUE_IS_NON_ZERO = 395;
-    extern const int TOO_MANY_ROWS_OR_BYTES = 396;
-    extern const int QUERY_IS_NOT_SUPPORTED_IN_MATERIALIZED_VIEW = 397;
-    extern const int UNKNOWN_MUTATION_COMMAND = 398;
-    extern const int FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT = 399;
-    extern const int CANNOT_STAT = 400;
-    extern const int FEATURE_IS_NOT_ENABLED_AT_BUILD_TIME = 401;
-    extern const int CANNOT_IOSETUP = 402;
-    extern const int INVALID_JOIN_ON_EXPRESSION = 403;
-    extern const int BAD_ODBC_CONNECTION_STRING = 404;
-    extern const int PARTITION_SIZE_EXCEEDS_MAX_DROP_SIZE_LIMIT = 405;
-    extern const int TOP_AND_LIMIT_TOGETHER = 406;
-    extern const int DECIMAL_OVERFLOW = 407;
-    extern const int BAD_REQUEST_PARAMETER = 408;
-    extern const int EXTERNAL_EXECUTABLE_NOT_FOUND = 409;
-    extern const int EXTERNAL_SERVER_IS_NOT_RESPONDING = 410;
-    extern const int PTHREAD_ERROR = 411;
-    extern const int NETLINK_ERROR = 412;
-    extern const int CANNOT_SET_SIGNAL_HANDLER = 413;
-    extern const int ALL_REPLICAS_LOST = 415;
-    extern const int REPLICA_STATUS_CHANGED = 416;
-    extern const int EXPECTED_ALL_OR_ANY = 417;
-    extern const int UNKNOWN_JOIN = 418;
-    extern const int MULTIPLE_ASSIGNMENTS_TO_COLUMN = 419;
-    extern const int CANNOT_UPDATE_COLUMN = 420;
-    extern const int CANNOT_ADD_DIFFERENT_AGGREGATE_STATES = 421;
-    extern const int UNSUPPORTED_URI_SCHEME = 422;
-    extern const int CANNOT_GETTIMEOFDAY = 423;
-    extern const int CANNOT_LINK = 424;
-    extern const int SYSTEM_ERROR = 425;
-    extern const int CANNOT_COMPILE_REGEXP = 427;
-    extern const int UNKNOWN_LOG_LEVEL = 428;
-    extern const int FAILED_TO_GETPWUID = 429;
-    extern const int MISMATCHING_USERS_FOR_PROCESS_AND_DATA = 430;
-    extern const int ILLEGAL_SYNTAX_FOR_CODEC_TYPE = 431;
-    extern const int UNKNOWN_CODEC = 432;
-    extern const int ILLEGAL_CODEC_PARAMETER = 433;
-    extern const int CANNOT_PARSE_PROTOBUF_SCHEMA = 434;
-    extern const int NO_DATA_FOR_REQUIRED_PROTOBUF_FIELD = 435;
-    extern const int PROTOBUF_BAD_CAST = 436;
-    extern const int PROTOBUF_FIELD_NOT_REPEATED = 437;
-    extern const int DATA_TYPE_CANNOT_BE_PROMOTED = 438;
-    extern const int CANNOT_SCHEDULE_TASK = 439;
-    extern const int INVALID_LIMIT_EXPRESSION = 440;
-    extern const int CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING = 441;
-    extern const int BAD_DATABASE_FOR_TEMPORARY_TABLE = 442;
-    extern const int NO_COMMON_COLUMNS_WITH_PROTOBUF_SCHEMA = 443;
-    extern const int UNKNOWN_PROTOBUF_FORMAT = 444;
-    extern const int CANNOT_MPROTECT = 445;
-    extern const int FUNCTION_NOT_ALLOWED = 446;
-    extern const int HYPERSCAN_CANNOT_SCAN_TEXT = 447;
-    extern const int BROTLI_READ_FAILED = 448;
-    extern const int BROTLI_WRITE_FAILED = 449;
-    extern const int BAD_TTL_EXPRESSION = 450;
-    extern const int BAD_TTL_FILE = 451;
-    extern const int SETTING_CONSTRAINT_VIOLATION = 452;
-    extern const int MYSQL_CLIENT_INSUFFICIENT_CAPABILITIES = 453;
-    extern const int OPENSSL_ERROR = 454;
-    extern const int SUSPICIOUS_TYPE_FOR_LOW_CARDINALITY = 455;
-    extern const int UNKNOWN_QUERY_PARAMETER = 456;
-    extern const int BAD_QUERY_PARAMETER = 457;
-    extern const int CANNOT_UNLINK = 458;
-    extern const int CANNOT_SET_THREAD_PRIORITY = 459;
-    extern const int CANNOT_CREATE_TIMER = 460;
-    extern const int CANNOT_SET_TIMER_PERIOD = 461;
-    extern const int CANNOT_DELETE_TIMER = 462;
-    extern const int CANNOT_FCNTL = 463;
-    extern const int CANNOT_PARSE_ELF = 464;
-    extern const int CANNOT_PARSE_DWARF = 465;
-    extern const int INSECURE_PATH = 466;
-    extern const int CANNOT_PARSE_BOOL = 467;
-    extern const int CANNOT_PTHREAD_ATTR = 468;
-    extern const int VIOLATED_CONSTRAINT = 469;
-    extern const int QUERY_IS_NOT_SUPPORTED_IN_LIVE_VIEW = 470;
-    extern const int INVALID_SETTING_VALUE = 471;
-    extern const int READONLY_SETTING = 472;
-    extern const int DEADLOCK_AVOIDED = 473;
-    extern const int INVALID_TEMPLATE_FORMAT = 474;
-    extern const int INVALID_WITH_FILL_EXPRESSION = 475;
-    extern const int WITH_TIES_WITHOUT_ORDER_BY = 476;
-    extern const int INVALID_USAGE_OF_INPUT = 477;
-    extern const int UNKNOWN_POLICY = 478;
-    extern const int UNKNOWN_DISK = 479;
-    extern const int UNKNOWN_PROTOCOL = 480;
-    extern const int PATH_ACCESS_DENIED = 481;
-    extern const int DICTIONARY_ACCESS_DENIED = 482;
-    extern const int TOO_MANY_REDIRECTS = 483;
-    extern const int INTERNAL_REDIS_ERROR = 484;
-    extern const int SCALAR_ALREADY_EXISTS = 485;
-    extern const int CANNOT_GET_CREATE_DICTIONARY_QUERY = 487;
-    extern const int UNKNOWN_DICTIONARY = 488;
-    extern const int INCORRECT_DICTIONARY_DEFINITION = 489;
-    extern const int CANNOT_FORMAT_DATETIME = 490;
-    extern const int UNACCEPTABLE_URL = 491;
-    extern const int ACCESS_ENTITY_NOT_FOUND = 492;
-    extern const int ACCESS_ENTITY_ALREADY_EXISTS = 493;
-    extern const int ACCESS_ENTITY_FOUND_DUPLICATES = 494;
-    extern const int ACCESS_STORAGE_READONLY = 495;
-    extern const int QUOTA_REQUIRES_CLIENT_KEY = 496;
-    extern const int ACCESS_DENIED = 497;
-    extern const int LIMIT_BY_WITH_TIES_IS_NOT_SUPPORTED = 498;
-    extern const int S3_ERROR = 499;
-    extern const int CANNOT_CREATE_DATABASE = 501;
-    extern const int CANNOT_SIGQUEUE = 502;
-    extern const int AGGREGATE_FUNCTION_THROW = 503;
-    extern const int FILE_ALREADY_EXISTS = 504;
-    extern const int CANNOT_DELETE_DIRECTORY = 505;
-    extern const int UNEXPECTED_ERROR_CODE = 506;
-    extern const int UNABLE_TO_SKIP_UNUSED_SHARDS = 507;
-    extern const int UNKNOWN_ACCESS_TYPE = 508;
-    extern const int INVALID_GRANT = 509;
-    extern const int CACHE_DICTIONARY_UPDATE_FAIL = 510;
-    extern const int UNKNOWN_ROLE = 511;
-    extern const int SET_NON_GRANTED_ROLE = 512;
-    extern const int UNKNOWN_PART_TYPE = 513;
-    extern const int ACCESS_STORAGE_FOR_INSERTION_NOT_FOUND = 514;
-    extern const int INCORRECT_ACCESS_ENTITY_DEFINITION = 515;
-    extern const int AUTHENTICATION_FAILED = 516;
-    extern const int CANNOT_ASSIGN_ALTER = 517;
-    extern const int CANNOT_COMMIT_OFFSET = 518;
-    extern const int NO_REMOTE_SHARD_AVAILABLE = 519;
-    extern const int CANNOT_DETACH_DICTIONARY_AS_TABLE = 520;
-    extern const int ATOMIC_RENAME_FAIL = 521;
-    extern const int UNKNOWN_ROW_POLICY = 523;
-    extern const int ALTER_OF_COLUMN_IS_FORBIDDEN = 524;
-    extern const int INCORRECT_DISK_INDEX = 525;
-    extern const int UNKNOWN_VOLUME_TYPE = 526;
-    extern const int NO_SUITABLE_FUNCTION_IMPLEMENTATION = 527;
-    extern const int CASSANDRA_INTERNAL_ERROR = 528;
-    extern const int NOT_A_LEADER = 529;
-    extern const int CANNOT_CONNECT_RABBITMQ = 530;
-    extern const int CANNOT_FSTAT = 531;
-    extern const int LDAP_ERROR = 532;
-    extern const int INCONSISTENT_RESERVATIONS = 533;
-    extern const int NO_RESERVATIONS_PROVIDED = 534;
-    extern const int UNKNOWN_RAID_TYPE = 535;
-    extern const int CANNOT_RESTORE_FROM_FIELD_DUMP = 536;
-    extern const int ILLEGAL_MYSQL_VARIABLE = 537;
-    extern const int MYSQL_SYNTAX_ERROR = 538;
-    extern const int CANNOT_BIND_RABBITMQ_EXCHANGE = 539;
-    extern const int CANNOT_DECLARE_RABBITMQ_EXCHANGE = 540;
-    extern const int CANNOT_CREATE_RABBITMQ_QUEUE_BINDING = 541;
-    extern const int CANNOT_REMOVE_RABBITMQ_EXCHANGE = 542;
-    extern const int UNKNOWN_MYSQL_DATATYPES_SUPPORT_LEVEL = 543;
-    extern const int ROW_AND_ROWS_TOGETHER = 544;
-    extern const int FIRST_AND_NEXT_TOGETHER = 545;
-    extern const int NO_ROW_DELIMITER = 546;
+    constexpr Value END = 3000;
+    std::atomic<Value> values[END + 1] {};
 
-    extern const int KEEPER_EXCEPTION = 999;
-    extern const int POCO_EXCEPTION = 1000;
-    extern const int STD_EXCEPTION = 1001;
-    extern const int UNKNOWN_EXCEPTION = 1002;
+    struct ErrorCodesNames
+    {
+        std::string_view names[END + 1];
+        ErrorCodesNames()
+        {
+            #define M(VALUE, NAME) names[VALUE] = std::string_view(#NAME);
+                APPLY_FOR_ERROR_CODES(M)
+            #undef M
+        }
+    } error_codes_names;
 
-    extern const int CONDITIONAL_TREE_PARENT_NOT_FOUND = 2001;
-    extern const int ILLEGAL_PROJECTION_MANIPULATOR = 2002;
-    extern const int UNRECOGNIZED_ARGUMENTS = 2003;
+    std::string_view getName(ErrorCode error_code)
+    {
+        if (error_code >= END)
+            return std::string_view();
+        return error_codes_names.names[error_code];
+    }
+
+    ErrorCode end() { return END+1; }
 }
 
 }
diff --git a/src/Common/ErrorCodes.h b/src/Common/ErrorCodes.h
new file mode 100644
index 00000000000..cc610c5d927
--- /dev/null
+++ b/src/Common/ErrorCodes.h
@@ -0,0 +1,46 @@
+#pragma once
+
+#include <stddef.h>
+#include <cstdint>
+#include <utility>
+#include <atomic>
+#include <common/types.h>
+#include <string_view>
+
+/** Allows to count number of simultaneously happening error codes.
+  * See also Exception.cpp for incrementing part.
+  */
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    /// ErrorCode identifier (index in array).
+    using ErrorCode = size_t;
+    using Value = int;
+
+    /// Get name of error_code by identifier.
+    /// Returns statically allocated string.
+    std::string_view getName(ErrorCode error_code);
+
+    /// ErrorCode identifier -> current value of error_code.
+    extern std::atomic<Value> values[];
+
+    /// Get index just after last error_code identifier.
+    ErrorCode end();
+
+    /// Add value for specified error_code.
+    inline void increment(ErrorCode error_code)
+    {
+        if (error_code >= end())
+        {
+            /// For everything outside the range, use END.
+            /// (end() is the pointer pass the end, while END is the last value that has an element in values array).
+            error_code = end() - 1;
+        }
+        values[error_code].fetch_add(1, std::memory_order_relaxed);
+    }
+}
+
+}
diff --git a/src/Common/Exception.cpp b/src/Common/Exception.cpp
index 4dbd685d562..0214fa7b065 100644
--- a/src/Common/Exception.cpp
+++ b/src/Common/Exception.cpp
@@ -2,6 +2,7 @@
 
 #include <string.h>
 #include <cxxabi.h>
+#include <cstdlib>
 #include <Poco/String.h>
 #include <common/logger_useful.h>
 #include <IO/WriteHelpers.h>
@@ -13,6 +14,7 @@
 #include <common/errnoToString.h>
 #include <Common/formatReadable.h>
 #include <Common/filesystemHelpers.h>
+#include <Common/ErrorCodes.h>
 #include <filesystem>
 
 #if !defined(ARCADIA_BUILD)
@@ -36,15 +38,16 @@ namespace ErrorCodes
 Exception::Exception(const std::string & msg, int code)
     : Poco::Exception(msg, code)
 {
-    // In debug builds, treat LOGICAL_ERROR as an assertion failure.
+    // In debug builds and builds with sanitizers, treat LOGICAL_ERROR as an assertion failure.
     // Log the message before we fail.
-#ifndef NDEBUG
+#ifdef ABORT_ON_LOGICAL_ERROR
     if (code == ErrorCodes::LOGICAL_ERROR)
     {
-        LOG_ERROR(&Poco::Logger::root(), "Logical error: '{}'.", msg);
-        assert(false);
+        LOG_FATAL(&Poco::Logger::root(), "Logical error: '{}'.", msg);
+        abort();
     }
 #endif
+    ErrorCodes::increment(code);
 }
 
 Exception::Exception(CreateFromPocoTag, const Poco::Exception & exc)
diff --git a/src/Common/Exception.h b/src/Common/Exception.h
index 314c59cbf51..0096c87d6e5 100644
--- a/src/Common/Exception.h
+++ b/src/Common/Exception.h
@@ -10,6 +10,10 @@
 
 #include <fmt/format.h>
 
+#if !defined(NDEBUG) || defined(ADDRESS_SANITIZER) || defined(THREAD_SANITIZER) || defined(MEMORY_SANITIZER) || defined(UNDEFINED_BEHAVIOR_SANITIZER)
+#define ABORT_ON_LOGICAL_ERROR
+#endif
+
 namespace Poco { class Logger; }
 
 
diff --git a/src/Common/FileSyncGuard.h b/src/Common/FileSyncGuard.h
index 6451f6ebf36..486b02d0f24 100644
--- a/src/Common/FileSyncGuard.h
+++ b/src/Common/FileSyncGuard.h
@@ -5,15 +5,15 @@
 namespace DB
 {
 
-/// Helper class, that recieves file descriptor and does fsync for it in destructor.
+/// Helper class, that receives file descriptor and does fsync for it in destructor.
 /// It's used to keep descriptor open, while doing some operations with it, and do fsync at the end.
 /// Guaranties of sequence 'close-reopen-fsync' may depend on kernel version.
 /// Source: linux-fsdevel mailing-list https://marc.info/?l=linux-fsdevel&m=152535409207496
 class FileSyncGuard
 {
 public:
-    /// NOTE: If you have already opened descriptor, it's preffered to use
-    /// this constructor instead of construnctor with path.
+    /// NOTE: If you have already opened descriptor, it's preferred to use
+    /// this constructor instead of constructor with path.
     FileSyncGuard(const DiskPtr & disk_, int fd_) : disk(disk_), fd(fd_) {}
 
     FileSyncGuard(const DiskPtr & disk_, const String & path)
diff --git a/src/Common/HashTable/HashTable.h b/src/Common/HashTable/HashTable.h
index 897c84fe951..a569b1c15db 100644
--- a/src/Common/HashTable/HashTable.h
+++ b/src/Common/HashTable/HashTable.h
@@ -4,6 +4,7 @@
 
 #include <math.h>
 
+#include <new>
 #include <utility>
 
 #include <boost/noncopyable.hpp>
@@ -314,8 +315,8 @@ public:
         zeroValue()->~Cell();
     }
 
-    Cell * zeroValue()             { return reinterpret_cast<Cell*>(&zero_value_storage); }
-    const Cell * zeroValue() const { return reinterpret_cast<const Cell*>(&zero_value_storage); }
+    Cell * zeroValue()             { return std::launder(reinterpret_cast<Cell*>(&zero_value_storage)); }
+    const Cell * zeroValue() const { return std::launder(reinterpret_cast<const Cell*>(&zero_value_storage)); }
 };
 
 template <typename Cell>
diff --git a/src/Common/HashTable/StringHashTable.h b/src/Common/HashTable/StringHashTable.h
index e316f9b6520..06389825e60 100644
--- a/src/Common/HashTable/StringHashTable.h
+++ b/src/Common/HashTable/StringHashTable.h
@@ -3,8 +3,10 @@
 #include <Common/HashTable/HashMap.h>
 #include <Common/HashTable/HashTable.h>
 
+#include <new>
 #include <variant>
 
+
 using StringKey8 = UInt64;
 using StringKey16 = DB::UInt128;
 struct StringKey24
@@ -106,8 +108,8 @@ public:
             zeroValue()->~Cell();
     }
 
-    Cell * zeroValue() { return reinterpret_cast<Cell *>(&zero_value_storage); }
-    const Cell * zeroValue() const { return reinterpret_cast<const Cell *>(&zero_value_storage); }
+    Cell * zeroValue() { return std::launder(reinterpret_cast<Cell *>(&zero_value_storage)); }
+    const Cell * zeroValue() const { return std::launder(reinterpret_cast<const Cell *>(&zero_value_storage)); }
 
     using LookupResult = Cell *;
     using ConstLookupResult = const Cell *;
diff --git a/src/Common/HashTable/TwoLevelStringHashMap.h b/src/Common/HashTable/TwoLevelStringHashMap.h
index 55d54e51b6a..6bd8f74dbd6 100644
--- a/src/Common/HashTable/TwoLevelStringHashMap.h
+++ b/src/Common/HashTable/TwoLevelStringHashMap.h
@@ -18,7 +18,7 @@ public:
     void ALWAYS_INLINE forEachMapped(Func && func)
     {
         for (auto i = 0u; i < this->NUM_BUCKETS; ++i)
-            return this->impls[i].forEachMapped(func);
+            this->impls[i].forEachMapped(func);
     }
 
     TMapped & ALWAYS_INLINE operator[](const Key & x)
diff --git a/src/Common/MemoryTracker.cpp b/src/Common/MemoryTracker.cpp
index 5d51fc9f301..380fcb1b2b6 100644
--- a/src/Common/MemoryTracker.cpp
+++ b/src/Common/MemoryTracker.cpp
@@ -13,6 +13,24 @@
 #include <random>
 #include <cstdlib>
 
+namespace
+{
+
+MemoryTracker * getMemoryTracker()
+{
+    if (auto * thread_memory_tracker = DB::CurrentThread::getMemoryTracker())
+        return thread_memory_tracker;
+
+    /// Once the main thread is initialized,
+    /// total_memory_tracker is initialized too.
+    /// And can be used, since MainThreadStatus is required for profiling.
+    if (DB::MainThreadStatus::get())
+        return &total_memory_tracker;
+
+    return nullptr;
+}
+
+}
 
 namespace DB
 {
@@ -30,6 +48,8 @@ namespace ProfileEvents
 
 static constexpr size_t log_peak_memory_usage_every = 1ULL << 30;
 
+thread_local bool MemoryTracker::BlockerInThread::is_blocked = false;
+
 MemoryTracker total_memory_tracker(nullptr, VariableContext::Global);
 
 
@@ -56,13 +76,15 @@ MemoryTracker::~MemoryTracker()
 void MemoryTracker::logPeakMemoryUsage() const
 {
     const auto * description = description_ptr.load(std::memory_order_relaxed);
-    LOG_DEBUG(&Poco::Logger::get("MemoryTracker"), "Peak memory usage{}: {}.", (description ? " " + std::string(description) : ""), ReadableSize(peak));
+    LOG_DEBUG(&Poco::Logger::get("MemoryTracker"),
+        "Peak memory usage{}: {}.", (description ? " " + std::string(description) : ""), ReadableSize(peak));
 }
 
 void MemoryTracker::logMemoryUsage(Int64 current) const
 {
     const auto * description = description_ptr.load(std::memory_order_relaxed);
-    LOG_DEBUG(&Poco::Logger::get("MemoryTracker"), "Current memory usage{}: {}.", (description ? " " + std::string(description) : ""), ReadableSize(current));
+    LOG_DEBUG(&Poco::Logger::get("MemoryTracker"),
+        "Current memory usage{}: {}.", (description ? " " + std::string(description) : ""), ReadableSize(current));
 }
 
 
@@ -71,7 +93,7 @@ void MemoryTracker::alloc(Int64 size)
     if (size < 0)
         throw DB::Exception(DB::ErrorCodes::LOGICAL_ERROR, "Negative size ({}) is passed to MemoryTracker. It is a bug.", size);
 
-    if (blocker.isCancelled())
+    if (BlockerInThread::isBlocked())
         return;
 
     /** Using memory_order_relaxed means that if allocations are done simultaneously,
@@ -86,12 +108,15 @@ void MemoryTracker::alloc(Int64 size)
     Int64 current_hard_limit = hard_limit.load(std::memory_order_relaxed);
     Int64 current_profiler_limit = profiler_limit.load(std::memory_order_relaxed);
 
-    /// Cap the limit to the total_memory_tracker, since it may include some drift.
+    /// Cap the limit to the total_memory_tracker, since it may include some drift
+    /// for user-level memory tracker.
     ///
     /// And since total_memory_tracker is reset to the process resident
     /// memory peridically (in AsynchronousMetrics::update()), any limit can be
     /// capped to it, to avoid possible drift.
-    if (unlikely(current_hard_limit && will_be > current_hard_limit))
+    if (unlikely(current_hard_limit
+        && will_be > current_hard_limit
+        && level == VariableContext::User))
     {
         Int64 total_amount = total_memory_tracker.get();
         if (amount > total_amount)
@@ -104,10 +129,8 @@ void MemoryTracker::alloc(Int64 size)
     std::bernoulli_distribution fault(fault_probability);
     if (unlikely(fault_probability && fault(thread_local_rng)))
     {
-        free(size);
-
         /// Prevent recursion. Exception::ctor -> std::string -> new[] -> MemoryTracker::alloc
-        auto untrack_lock = blocker.cancel(); // NOLINT
+        BlockerInThread untrack_lock;
 
         ProfileEvents::increment(ProfileEvents::QueryMemoryLimitExceeded);
         std::stringstream message;
@@ -118,12 +141,13 @@ void MemoryTracker::alloc(Int64 size)
             << " (attempt to allocate chunk of " << size << " bytes)"
             << ", maximum: " << formatReadableSizeWithBinarySuffix(current_hard_limit);
 
+        amount.fetch_sub(size, std::memory_order_relaxed);
         throw DB::Exception(message.str(), DB::ErrorCodes::MEMORY_LIMIT_EXCEEDED);
     }
 
     if (unlikely(current_profiler_limit && will_be > current_profiler_limit))
     {
-        auto no_track = blocker.cancel();
+        BlockerInThread untrack_lock;
         DB::TraceCollector::collect(DB::TraceType::Memory, StackTrace(), size);
         setOrRaiseProfilerLimit((will_be + profiler_step - 1) / profiler_step * profiler_step);
     }
@@ -131,16 +155,14 @@ void MemoryTracker::alloc(Int64 size)
     std::bernoulli_distribution sample(sample_probability);
     if (unlikely(sample_probability && sample(thread_local_rng)))
     {
-        auto no_track = blocker.cancel();
+        BlockerInThread untrack_lock;
         DB::TraceCollector::collect(DB::TraceType::MemorySample, StackTrace(), size);
     }
 
     if (unlikely(current_hard_limit && will_be > current_hard_limit))
     {
-        free(size);
-
         /// Prevent recursion. Exception::ctor -> std::string -> new[] -> MemoryTracker::alloc
-        auto no_track = blocker.cancel(); // NOLINT
+        BlockerInThread untrack_lock;
 
         ProfileEvents::increment(ProfileEvents::QueryMemoryLimitExceeded);
         std::stringstream message;
@@ -151,6 +173,7 @@ void MemoryTracker::alloc(Int64 size)
             << " (attempt to allocate chunk of " << size << " bytes)"
             << ", maximum: " << formatReadableSizeWithBinarySuffix(current_hard_limit);
 
+        amount.fetch_sub(size, std::memory_order_relaxed);
         throw DB::Exception(message.str(), DB::ErrorCodes::MEMORY_LIMIT_EXCEEDED);
     }
 
@@ -177,24 +200,25 @@ void MemoryTracker::updatePeak(Int64 will_be)
 
 void MemoryTracker::free(Int64 size)
 {
-    if (blocker.isCancelled())
+    if (BlockerInThread::isBlocked())
         return;
 
     std::bernoulli_distribution sample(sample_probability);
     if (unlikely(sample_probability && sample(thread_local_rng)))
     {
-        auto no_track = blocker.cancel();
+        BlockerInThread untrack_lock;
         DB::TraceCollector::collect(DB::TraceType::MemorySample, StackTrace(), -size);
     }
 
+    Int64 accounted_size = size;
     if (level == VariableContext::Thread)
     {
         /// Could become negative if memory allocated in this thread is freed in another one
-        amount.fetch_sub(size, std::memory_order_relaxed);
+        amount.fetch_sub(accounted_size, std::memory_order_relaxed);
     }
     else
     {
-        Int64 new_amount = amount.fetch_sub(size, std::memory_order_relaxed) - size;
+        Int64 new_amount = amount.fetch_sub(accounted_size, std::memory_order_relaxed) - accounted_size;
 
         /** Sometimes, query could free some data, that was allocated outside of query context.
           * Example: cache eviction.
@@ -205,7 +229,7 @@ void MemoryTracker::free(Int64 size)
         if (unlikely(new_amount < 0))
         {
             amount.fetch_sub(new_amount);
-            size += new_amount;
+            accounted_size += new_amount;
         }
     }
 
@@ -213,7 +237,7 @@ void MemoryTracker::free(Int64 size)
         loaded_next->free(size);
 
     if (metric != CurrentMetrics::end())
-        CurrentMetrics::sub(metric, size);
+        CurrentMetrics::sub(metric, accounted_size);
 }
 
 
@@ -265,16 +289,24 @@ namespace CurrentMemoryTracker
 
     void alloc(Int64 size)
     {
-        if (auto * memory_tracker = DB::CurrentThread::getMemoryTracker())
+        if (auto * memory_tracker = getMemoryTracker())
         {
-            current_thread->untracked_memory += size;
-            if (current_thread->untracked_memory > current_thread->untracked_memory_limit)
+            if (current_thread)
             {
-                /// Zero untracked before track. If tracker throws out-of-limit we would be able to alloc up to untracked_memory_limit bytes
-                /// more. It could be useful to enlarge Exception message in rethrow logic.
-                Int64 tmp = current_thread->untracked_memory;
-                current_thread->untracked_memory = 0;
-                memory_tracker->alloc(tmp);
+                current_thread->untracked_memory += size;
+                if (current_thread->untracked_memory > current_thread->untracked_memory_limit)
+                {
+                    /// Zero untracked before track. If tracker throws out-of-limit we would be able to alloc up to untracked_memory_limit bytes
+                    /// more. It could be useful to enlarge Exception message in rethrow logic.
+                    Int64 tmp = current_thread->untracked_memory;
+                    current_thread->untracked_memory = 0;
+                    memory_tracker->alloc(tmp);
+                }
+            }
+            /// total_memory_tracker only, ignore untracked_memory
+            else
+            {
+                memory_tracker->alloc(size);
             }
         }
     }
@@ -287,22 +319,22 @@ namespace CurrentMemoryTracker
 
     void free(Int64 size)
     {
-        if (auto * memory_tracker = DB::CurrentThread::getMemoryTracker())
+        if (auto * memory_tracker = getMemoryTracker())
         {
-            current_thread->untracked_memory -= size;
-            if (current_thread->untracked_memory < -current_thread->untracked_memory_limit)
+            if (current_thread)
             {
-                memory_tracker->free(-current_thread->untracked_memory);
-                current_thread->untracked_memory = 0;
+                current_thread->untracked_memory -= size;
+                if (current_thread->untracked_memory < -current_thread->untracked_memory_limit)
+                {
+                    memory_tracker->free(-current_thread->untracked_memory);
+                    current_thread->untracked_memory = 0;
+                }
+            }
+            /// total_memory_tracker only, ignore untracked_memory
+            else
+            {
+                memory_tracker->free(size);
             }
         }
     }
 }
-
-DB::SimpleActionLock getCurrentMemoryTrackerActionLock()
-{
-    auto * memory_tracker = DB::CurrentThread::getMemoryTracker();
-    if (!memory_tracker)
-        return {};
-    return memory_tracker->blocker.cancel();
-}
diff --git a/src/Common/MemoryTracker.h b/src/Common/MemoryTracker.h
index 8af683ae790..9f4f4357024 100644
--- a/src/Common/MemoryTracker.h
+++ b/src/Common/MemoryTracker.h
@@ -3,7 +3,6 @@
 #include <atomic>
 #include <common/types.h>
 #include <Common/CurrentMetrics.h>
-#include <Common/SimpleActionBlocker.h>
 #include <Common/VariableContext.h>
 
 
@@ -131,8 +130,18 @@ public:
     /// Prints info about peak memory consumption into log.
     void logPeakMemoryUsage() const;
 
-    /// To be able to temporarily stop memory tracker
-    DB::SimpleActionBlocker blocker;
+    /// To be able to temporarily stop memory tracking from current thread.
+    struct BlockerInThread
+    {
+    private:
+        BlockerInThread(const BlockerInThread &) = delete;
+        BlockerInThread & operator=(const BlockerInThread &) = delete;
+        static thread_local bool is_blocked;
+    public:
+        BlockerInThread() { is_blocked = true; }
+        ~BlockerInThread() { is_blocked = false; }
+        static bool isBlocked() { return is_blocked; }
+    };
 };
 
 extern MemoryTracker total_memory_tracker;
@@ -145,7 +154,3 @@ namespace CurrentMemoryTracker
     void realloc(Int64 old_size, Int64 new_size);
     void free(Int64 size);
 }
-
-
-/// Holding this object will temporarily disable memory tracking.
-DB::SimpleActionLock getCurrentMemoryTrackerActionLock();
diff --git a/src/Common/ThreadPool.cpp b/src/Common/ThreadPool.cpp
index 21116e9d432..e527e97d608 100644
--- a/src/Common/ThreadPool.cpp
+++ b/src/Common/ThreadPool.cpp
@@ -234,13 +234,13 @@ void ThreadPoolImpl<Thread>::worker(typename std::list<Thread>::iterator thread_
                     std::is_same_v<Thread, std::thread> ? CurrentMetrics::GlobalThreadActive : CurrentMetrics::LocalThreadActive);
 
                 job();
-                /// job should be reseted before decrementing scheduled_jobs to
+                /// job should be reset before decrementing scheduled_jobs to
                 /// ensure that the Job destroyed before wait() returns.
                 job = {};
             }
             catch (...)
             {
-                /// job should be reseted before decrementing scheduled_jobs to
+                /// job should be reset before decrementing scheduled_jobs to
                 /// ensure that the Job destroyed before wait() returns.
                 job = {};
 
diff --git a/src/Common/ThreadProfileEvents.h b/src/Common/ThreadProfileEvents.h
index 9ebb5fbc2c6..d96339add26 100644
--- a/src/Common/ThreadProfileEvents.h
+++ b/src/Common/ThreadProfileEvents.h
@@ -75,13 +75,6 @@ inline TUInt safeDiff(TUInt prev, TUInt curr)
 }
 
 
-inline UInt64 getCurrentTimeNanoseconds(clockid_t clock_type = CLOCK_MONOTONIC)
-{
-    struct timespec ts;
-    clock_gettime(clock_type, &ts);
-    return ts.tv_sec * 1000000000ULL + ts.tv_nsec;
-}
-
 struct RUsageCounters
 {
     /// In nanoseconds
@@ -108,13 +101,13 @@ struct RUsageCounters
         hard_page_faults = static_cast<UInt64>(rusage.ru_majflt);
     }
 
-    static RUsageCounters current(UInt64 real_time_ = getCurrentTimeNanoseconds())
+    static RUsageCounters current()
     {
         ::rusage rusage {};
 #if !defined(__APPLE__)
         ::getrusage(RUSAGE_THREAD, &rusage);
 #endif
-        return RUsageCounters(rusage, real_time_);
+        return RUsageCounters(rusage, getClockMonotonic());
     }
 
     static void incrementProfileEvents(const RUsageCounters & prev, const RUsageCounters & curr, ProfileEvents::Counters & profile_events)
@@ -133,6 +126,14 @@ struct RUsageCounters
         incrementProfileEvents(last_counters, current_counters, profile_events);
         last_counters = current_counters;
     }
+
+private:
+    static inline UInt64 getClockMonotonic()
+    {
+        struct timespec ts;
+        clock_gettime(CLOCK_MONOTONIC, &ts);
+        return ts.tv_sec * 1000000000ULL + ts.tv_nsec;
+    }
 };
 
 // thread_local is disabled in Arcadia, so we have to use a dummy implementation
diff --git a/src/Common/ThreadStatus.cpp b/src/Common/ThreadStatus.cpp
index ea9e507850c..bac0559fc6b 100644
--- a/src/Common/ThreadStatus.cpp
+++ b/src/Common/ThreadStatus.cpp
@@ -20,6 +20,7 @@ namespace ErrorCodes
 
 
 thread_local ThreadStatus * current_thread = nullptr;
+thread_local ThreadStatus * main_thread = nullptr;
 
 
 ThreadStatus::ThreadStatus()
@@ -115,4 +116,20 @@ void ThreadStatus::onFatalError()
         fatal_error_callback();
 }
 
+ThreadStatus * MainThreadStatus::main_thread = nullptr;
+MainThreadStatus & MainThreadStatus::getInstance()
+{
+    static MainThreadStatus thread_status;
+    return thread_status;
+}
+MainThreadStatus::MainThreadStatus()
+    : ThreadStatus()
+{
+    main_thread = current_thread;
+}
+MainThreadStatus::~MainThreadStatus()
+{
+    main_thread = nullptr;
+}
+
 }
diff --git a/src/Common/ThreadStatus.h b/src/Common/ThreadStatus.h
index fc3951c8ca4..1b4d20e9721 100644
--- a/src/Common/ThreadStatus.h
+++ b/src/Common/ThreadStatus.h
@@ -164,13 +164,15 @@ public:
     void detachQuery(bool exit_if_already_detached = false, bool thread_exits = false);
 
 protected:
+    void applyQuerySettings();
+
     void initPerformanceCounters();
 
     void initQueryProfiler();
 
     void finalizeQueryProfiler();
 
-    void logToQueryThreadLog(QueryThreadLog & thread_log);
+    void logToQueryThreadLog(QueryThreadLog & thread_log, const String & current_database, std::chrono::time_point<std::chrono::system_clock> now);
 
     void assertState(const std::initializer_list<int> & permitted_states, const char * description = nullptr) const;
 
@@ -213,4 +215,22 @@ private:
     void setupState(const ThreadGroupStatusPtr & thread_group_);
 };
 
+/**
+ * Creates ThreadStatus for the main thread.
+ */
+class MainThreadStatus : public ThreadStatus
+{
+public:
+    static MainThreadStatus & getInstance();
+    static ThreadStatus * get() { return main_thread; }
+    static bool isMainThread() { return main_thread == current_thread; }
+
+    ~MainThreadStatus();
+
+private:
+    MainThreadStatus();
+
+    static ThreadStatus * main_thread;
+};
+
 }
diff --git a/src/Common/TraceCollector.cpp b/src/Common/TraceCollector.cpp
index 104b747d431..d10d5981d57 100644
--- a/src/Common/TraceCollector.cpp
+++ b/src/Common/TraceCollector.cpp
@@ -66,10 +66,20 @@ void TraceCollector::collect(TraceType trace_type, const StackTrace & stack_trac
     char buffer[buf_size];
     WriteBufferFromFileDescriptorDiscardOnFailure out(pipe.fds_rw[1], buf_size, buffer);
 
-    StringRef query_id = CurrentThread::getQueryId();
-    query_id.size = std::min(query_id.size, QUERY_ID_MAX_LEN);
+    StringRef query_id;
+    UInt64 thread_id;
 
-    auto thread_id = CurrentThread::get().thread_id;
+    if (CurrentThread::isInitialized())
+    {
+        query_id = CurrentThread::getQueryId();
+        query_id.size = std::min(query_id.size, QUERY_ID_MAX_LEN);
+
+        thread_id = CurrentThread::get().thread_id;
+    }
+    else
+    {
+        thread_id = MainThreadStatus::get()->thread_id;
+    }
 
     writeChar(false, out);  /// true if requested to stop the collecting thread.
     writeStringBinary(query_id, out);
@@ -142,7 +152,7 @@ void TraceCollector::run()
         if (trace_log)
         {
             // time and time_in_microseconds are both being constructed from the same timespec so that the
-            // times will be equal upto the precision of a second.
+            // times will be equal up to the precision of a second.
             struct timespec ts;
             clock_gettime(CLOCK_REALTIME, &ts);
 
diff --git a/src/Common/ZooKeeper/ZooKeeperImpl.cpp b/src/Common/ZooKeeper/ZooKeeperImpl.cpp
index abb8158781b..f5c57781eef 100644
--- a/src/Common/ZooKeeper/ZooKeeperImpl.cpp
+++ b/src/Common/ZooKeeper/ZooKeeperImpl.cpp
@@ -1288,13 +1288,13 @@ void ZooKeeper::receiveEvent()
             response->removeRootPath(root_path);
         }
 
-        /// Instead of setting the watch in sendEvent, set it in receiveEvent becuase need to check the response.
+        /// Instead of setting the watch in sendEvent, set it in receiveEvent because need to check the response.
         /// The watch shouldn't be set if the node does not exist and it will never exist like sequential ephemeral nodes.
         /// By using getData() instead of exists(), a watch won't be set if the node doesn't exist.
         if (request_info.watch)
         {
             bool add_watch = false;
-            /// 3 indicates the ZooKeeperExistsRequest. 
+            /// 3 indicates the ZooKeeperExistsRequest.
             // For exists, we set the watch on both node exist and nonexist case.
             // For other case like getData, we only set the watch when node exists.
             if (request_info.request->getOpNum() == 3)
diff --git a/src/Common/tests/average.cpp b/src/Common/tests/average.cpp
index 5f3b13af8e8..efe78212f06 100644
--- a/src/Common/tests/average.cpp
+++ b/src/Common/tests/average.cpp
@@ -502,8 +502,8 @@ Float NO_INLINE really_unrolled(const PODArray<UInt8> & keys, const PODArray<Flo
 
 struct State4
 {
-    Float sum[4] = {0, 0, 0, 0};
-    size_t count[4] = {0, 0, 0, 0};
+    Float sum[4]{};
+    size_t count[4]{};
 
     template <UInt32 idx>
     void add(Float value)
@@ -522,13 +522,13 @@ Float NO_INLINE another_unrolled_x4(const PODArray<UInt8> & keys, const PODArray
 {
     State4 map[256]{};
 
-    size_t size = keys.size() & ~size_t(3);
-    for (size_t i = 0; i < size; i+=4)
+    size_t size = keys.size() / 4 * 4;
+    for (size_t i = 0; i < size; i += 4)
     {
         map[keys[i]].add<0>(values[i]);
-        map[keys[i+1]].add<1>(values[i]);
-        map[keys[i+2]].add<2>(values[i]);
-        map[keys[i+3]].add<3>(values[i]);
+        map[keys[i + 1]].add<1>(values[i]);
+        map[keys[i + 2]].add<2>(values[i]);
+        map[keys[i + 3]].add<3>(values[i]);
     }
 
     /// tail
diff --git a/src/Common/tests/gtest_rw_lock.cpp b/src/Common/tests/gtest_rw_lock.cpp
index 5f40a6b57d3..c77e405e18b 100644
--- a/src/Common/tests/gtest_rw_lock.cpp
+++ b/src/Common/tests/gtest_rw_lock.cpp
@@ -131,7 +131,10 @@ TEST(Common, RWLockRecursive)
 
             auto lock2 = fifo_lock->getLock(RWLockImpl::Read, "q2");
 
+#ifndef ABORT_ON_LOGICAL_ERROR
+            /// It throws LOGICAL_ERROR
             EXPECT_ANY_THROW({fifo_lock->getLock(RWLockImpl::Write, "q2");});
+#endif
         }
 
         fifo_lock->getLock(RWLockImpl::Write, "q2");
diff --git a/src/Common/ya.make b/src/Common/ya.make
index fb04ecaa141..b19a5183201 100644
--- a/src/Common/ya.make
+++ b/src/Common/ya.make
@@ -21,7 +21,6 @@ PEERDIR(
 
 INCLUDE(${ARCADIA_ROOT}/clickhouse/cmake/yandex/ya.make.versions.inc)
 
-CFLAGS(-g0)
 
 SRCS(
     ActionLock.cpp
diff --git a/src/Common/ya.make.in b/src/Common/ya.make.in
index f8b7601e215..49c8baa5eec 100644
--- a/src/Common/ya.make.in
+++ b/src/Common/ya.make.in
@@ -20,7 +20,6 @@ PEERDIR(
 
 INCLUDE(${ARCADIA_ROOT}/clickhouse/cmake/yandex/ya.make.versions.inc)
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Compression/CompressedReadBufferBase.cpp b/src/Compression/CompressedReadBufferBase.cpp
index be2f697e1b3..7a6b605d015 100644
--- a/src/Compression/CompressedReadBufferBase.cpp
+++ b/src/Compression/CompressedReadBufferBase.cpp
@@ -185,9 +185,9 @@ void CompressedReadBufferBase::decompress(char * to, size_t size_decompressed, s
         }
         else
         {
-            throw Exception("Data compressed with different methods, given method byte "
+            throw Exception("Data compressed with different methods, given method byte 0x"
                             + getHexUIntLowercase(method)
-                            + ", previous method byte "
+                            + ", previous method byte 0x"
                             + getHexUIntLowercase(codec->getMethodByte()),
                             ErrorCodes::CANNOT_DECOMPRESS);
         }
diff --git a/src/Compression/CompressionFactory.cpp b/src/Compression/CompressionFactory.cpp
index 91b4aa4b8de..46d7d7dfcc4 100644
--- a/src/Compression/CompressionFactory.cpp
+++ b/src/Compression/CompressionFactory.cpp
@@ -76,7 +76,7 @@ ASTPtr CompressionCodecFactory::validateCodecAndGetPreprocessedAST(const ASTPtr
             ASTPtr codec_arguments;
             if (const auto * family_name = inner_codec_ast->as<ASTIdentifier>())
             {
-                codec_family_name = family_name->name;
+                codec_family_name = family_name->name();
                 codec_arguments = {};
             }
             else if (const auto * ast_func = inner_codec_ast->as<ASTFunction>())
@@ -87,7 +87,7 @@ ASTPtr CompressionCodecFactory::validateCodecAndGetPreprocessedAST(const ASTPtr
             else
                 throw Exception("Unexpected AST element for compression codec", ErrorCodes::UNEXPECTED_AST_STRUCTURE);
 
-            /// Default codec replaced with current default codec which may dependend on different
+            /// Default codec replaced with current default codec which may depend on different
             /// settings (and properties of data) in runtime.
             CompressionCodecPtr result_codec;
             if (codec_family_name == DEFAULT_CODEC_NAME)
@@ -207,7 +207,7 @@ CompressionCodecPtr CompressionCodecFactory::get(const ASTPtr & ast, const IData
             ASTPtr codec_arguments;
             if (const auto * family_name = inner_codec_ast->as<ASTIdentifier>())
             {
-                codec_family_name = family_name->name;
+                codec_family_name = family_name->name();
                 codec_arguments = {};
             }
             else if (const auto * ast_func = inner_codec_ast->as<ASTFunction>())
diff --git a/src/Compression/ICompressionCodec.cpp b/src/Compression/ICompressionCodec.cpp
index baf6e9b2b86..3746753df8b 100644
--- a/src/Compression/ICompressionCodec.cpp
+++ b/src/Compression/ICompressionCodec.cpp
@@ -26,7 +26,7 @@ void ICompressionCodec::setCodecDescription(const String & codec_name, const AST
     std::shared_ptr<ASTFunction> result = std::make_shared<ASTFunction>();
     result->name = "CODEC";
 
-    /// Special case for codec Multiple, which doens't have name. It's just list
+    /// Special case for codec Multiple, which doesn't have name. It's just list
     /// of other codecs.
     if (codec_name.empty())
     {
diff --git a/src/Compression/ya.make b/src/Compression/ya.make
index a17e2029b8f..8ffcb6be547 100644
--- a/src/Compression/ya.make
+++ b/src/Compression/ya.make
@@ -12,7 +12,6 @@ PEERDIR(
     contrib/libs/zstd
 )
 
-CFLAGS(-g0)
 
 SRCS(
     CachedCompressedReadBuffer.cpp
diff --git a/src/Compression/ya.make.in b/src/Compression/ya.make.in
index 780ea72b3ec..3c46b036aa0 100644
--- a/src/Compression/ya.make.in
+++ b/src/Compression/ya.make.in
@@ -11,7 +11,6 @@ PEERDIR(
     contrib/libs/zstd
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Core/DecimalComparison.h b/src/Core/DecimalComparison.h
index 8c88afb5be9..674ed31683b 100644
--- a/src/Core/DecimalComparison.h
+++ b/src/Core/DecimalComparison.h
@@ -60,27 +60,17 @@ public:
     using ArrayA = typename ColVecA::Container;
     using ArrayB = typename ColVecB::Container;
 
-    DecimalComparison(ColumnsWithTypeAndName & data, size_t result, const ColumnWithTypeAndName & col_left, const ColumnWithTypeAndName & col_right)
-    {
-        if (!apply(data, result, col_left, col_right))
-            throw Exception("Wrong decimal comparison with " + col_left.type->getName() + " and " + col_right.type->getName(),
-                            ErrorCodes::LOGICAL_ERROR);
-    }
-
-    static bool apply(ColumnsWithTypeAndName & data, size_t result [[maybe_unused]],
-                      const ColumnWithTypeAndName & col_left, const ColumnWithTypeAndName & col_right)
+    static ColumnPtr apply(const ColumnWithTypeAndName & col_left, const ColumnWithTypeAndName & col_right)
     {
         if constexpr (_actual)
         {
             ColumnPtr c_res;
             Shift shift = getScales<A, B>(col_left.type, col_right.type);
 
-            c_res = applyWithScale(col_left.column, col_right.column, shift);
-            if (c_res)
-                data[result].column = std::move(c_res);
-            return true;
+            return applyWithScale(col_left.column, col_right.column, shift);
         }
-        return false;
+        else
+            return nullptr;
     }
 
     static bool compare(A a, B b, UInt32 scale_a, UInt32 scale_b)
diff --git a/src/Core/Defines.h b/src/Core/Defines.h
index ba3d37242fa..4d7d8e08ac3 100644
--- a/src/Core/Defines.h
+++ b/src/Core/Defines.h
@@ -67,11 +67,14 @@
 /// Minimum revision supporting SettingsBinaryFormat::STRINGS.
 #define DBMS_MIN_REVISION_WITH_SETTINGS_SERIALIZED_AS_STRINGS 54429
 
+/// Minimum revision supporting OpenTelemetry
+#define DBMS_MIN_REVISION_WITH_OPENTELEMETRY 54442
+
 /// Mininum revision supporting interserver secret.
 #define DBMS_MIN_REVISION_WITH_INTERSERVER_SECRET 54441
 
 /// Version of ClickHouse TCP protocol. Increment it manually when you change the protocol.
-#define DBMS_TCP_PROTOCOL_VERSION 54441
+#define DBMS_TCP_PROTOCOL_VERSION 54442
 
 /// The boundary on which the blocks for asynchronous file operations should be aligned.
 #define DEFAULT_AIO_FILE_BLOCK_SIZE 4096
diff --git a/src/Core/Field.h b/src/Core/Field.h
index 8973d106c0b..66e4f0ac8db 100644
--- a/src/Core/Field.h
+++ b/src/Core/Field.h
@@ -767,9 +767,9 @@ T & Field::get()
 #ifndef NDEBUG
     // Disregard signedness when converting between int64 types.
     constexpr Field::Types::Which target = TypeToEnum<NearestFieldType<ValueType>>::value;
-    assert(target == which
-           || (isInt64FieldType(target) && isInt64FieldType(which))
-           || target == Field::Types::Decimal64 /* DateTime64 fields */);
+    if (target != which
+           && (!isInt64FieldType(target) || !isInt64FieldType(which)))
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Invalid Field get from type {} to type {}", Types::toString(which), Types::toString(target));
 #endif
 
     ValueType * MAY_ALIAS ptr = reinterpret_cast<ValueType *>(&storage);
diff --git a/src/Core/MySQL/MySQLGtid.cpp b/src/Core/MySQL/MySQLGtid.cpp
index df26eb7aa08..aac3e01369a 100644
--- a/src/Core/MySQL/MySQLGtid.cpp
+++ b/src/Core/MySQL/MySQLGtid.cpp
@@ -85,6 +85,9 @@ void GTIDSets::update(const GTID & other)
                         ErrorCodes::LOGICAL_ERROR);
                 }
 
+                /// Try to shirnk Sequence interval.
+                GTIDSet::tryShirnk(set, i, current);
+
                 /// Sequence, extend the interval.
                 if (other.seq_no == current.end)
                 {
@@ -116,6 +119,16 @@ void GTIDSets::update(const GTID & other)
     sets.emplace_back(set);
 }
 
+void GTIDSet::tryShirnk(GTIDSet & set, unsigned int i, GTIDSet::Interval & current)
+{
+    if (i != set.intervals.size() -1)
+    {
+        auto & next = set.intervals[i+1];
+        if (current.end == next.start)
+            set.tryMerge(i);
+    }
+}
+
 String GTIDSets::toString() const
 {
     WriteBufferFromOwnString buffer;
diff --git a/src/Core/MySQL/MySQLGtid.h b/src/Core/MySQL/MySQLGtid.h
index d228e269872..27aabdafc11 100644
--- a/src/Core/MySQL/MySQLGtid.h
+++ b/src/Core/MySQL/MySQLGtid.h
@@ -26,6 +26,8 @@ public:
     std::vector<Interval> intervals;
 
     void tryMerge(size_t i);
+
+    static void tryShirnk(GTIDSet & set, unsigned int i, Interval & current);
 };
 
 class GTIDSets
diff --git a/src/Core/MySQL/MySQLReplication.cpp b/src/Core/MySQL/MySQLReplication.cpp
index 1179c0eb46b..c09c4b3b034 100644
--- a/src/Core/MySQL/MySQLReplication.cpp
+++ b/src/Core/MySQL/MySQLReplication.cpp
@@ -705,7 +705,7 @@ namespace MySQLReplication
                 break;
             }
             default:
-                throw ReplicationError("Position update with unsupport event", ErrorCodes::LOGICAL_ERROR);
+                throw ReplicationError("Position update with unsupported event", ErrorCodes::LOGICAL_ERROR);
         }
     }
 
diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index ac743768ff8..4406053d889 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -111,6 +111,7 @@ class IColumn;
     M(UInt64, distributed_group_by_no_merge, 0, "If 1, Do not merge aggregation states from different servers for distributed query processing - in case it is for certain that there are different keys on different shards. If 2 - same as 1 but also apply ORDER BY and LIMIT stages", 0) \
     M(Bool, optimize_distributed_group_by_sharding_key, false, "Optimize GROUP BY sharding_key queries (by avodiing costly aggregation on the initiator server).", 0) \
     M(Bool, optimize_skip_unused_shards, false, "Assumes that data is distributed by sharding_key. Optimization to skip unused shards if SELECT query filters by sharding_key.", 0) \
+    M(Bool, allow_nondeterministic_optimize_skip_unused_shards, false, "Allow non-deterministic functions (includes dictGet) in sharding_key for optimize_skip_unused_shards", 0) \
     M(UInt64, force_optimize_skip_unused_shards, 0, "Throw an exception if unused shards cannot be skipped (1 - throw only if the table has the sharding key, 2 - always throw.", 0) \
     M(UInt64, optimize_skip_unused_shards_nesting, 0, "Same as optimize_skip_unused_shards, but accept nesting level until which it will work.", 0) \
     M(UInt64, force_optimize_skip_unused_shards_nesting, 0, "Same as force_optimize_skip_unused_shards, but accept nesting level until which it will work.", 0) \
@@ -125,6 +126,7 @@ class IColumn;
     M(UInt64, merge_tree_coarse_index_granularity, 8, "If the index segment can contain the required keys, divide it into as many parts and recursively check them.", 0) \
     M(UInt64, merge_tree_max_rows_to_use_cache, (128 * 8192), "The maximum number of rows per request, to use the cache of uncompressed data. If the request is large, the cache is not used. (For large queries not to flush out the cache.)", 0) \
     M(UInt64, merge_tree_max_bytes_to_use_cache, (192 * 10 * 1024 * 1024), "The maximum number of bytes per request, to use the cache of uncompressed data. If the request is large, the cache is not used. (For large queries not to flush out the cache.)", 0) \
+    M(Bool, do_not_merge_across_partitions_select_final, false, "Merge parts only in one partition in select final", 0) \
     \
     M(UInt64, mysql_max_rows_to_insert, 65536, "The maximum number of rows in MySQL batch insertion of the MySQL storage engine", 0) \
     \
@@ -149,10 +151,12 @@ class IColumn;
     \
     M(Bool, log_queries, 1, "Log requests and write the log to the system table.", 0) \
     M(LogQueriesType, log_queries_min_type, QueryLogElementType::QUERY_START, "Minimal type in query_log to log, possible values (from low to high): QUERY_START, QUERY_FINISH, EXCEPTION_BEFORE_START, EXCEPTION_WHILE_PROCESSING.", 0) \
+    M(Milliseconds, log_queries_min_query_duration_ms, 0, "Minimal time for the query to run, to get to the query_log/query_thread_log.", 0) \
     M(UInt64, log_queries_cut_to_length, 100000, "If query length is greater than specified threshold (in bytes), then cut query when writing to query log. Also limit length of printed query in ordinary text log.", 0) \
     \
     M(DistributedProductMode, distributed_product_mode, DistributedProductMode::DENY, "How are distributed subqueries performed inside IN or JOIN sections?", IMPORTANT) \
     \
+    M(UInt64, max_concurrent_queries_for_all_users, 0, "The maximum number of concurrent requests for all users.", 0) \
     M(UInt64, max_concurrent_queries_for_user, 0, "The maximum number of concurrent requests per user.", 0) \
     \
     M(Bool, insert_deduplicate, true, "For INSERT queries in the replicated table, specifies that deduplication of insertings blocks should be performed", 0) \
@@ -167,6 +171,8 @@ class IColumn;
     M(Milliseconds, read_backoff_min_interval_between_events_ms, 1000, "Settings to reduce the number of threads in case of slow reads. Do not pay attention to the event, if the previous one has passed less than a certain amount of time.", 0) \
     M(UInt64, read_backoff_min_events, 2, "Settings to reduce the number of threads in case of slow reads. The number of events after which the number of threads will be reduced.", 0) \
     \
+    M(UInt64, read_backoff_min_concurrency, 1, "Settings to try keeping the minimal number of threads in case of slow reads.", 0) \
+    \
     M(Float, memory_tracker_fault_probability, 0., "For testing of `exception safety` - throw an exception every time you allocate memory with the specified probability.", 0) \
     \
     M(Bool, enable_http_compression, 0, "Compress the result if the client over HTTP said that it understands data compressed by gzip or deflate.", 0) \
@@ -220,6 +226,7 @@ class IColumn;
     M(UInt64, query_profiler_cpu_time_period_ns, 1000000000, "Period for CPU clock timer of query profiler (in nanoseconds). Set 0 value to turn off the CPU clock query profiler. Recommended value is at least 10000000 (100 times a second) for single queries or 1000000000 (once a second) for cluster-wide profiling.", 0) \
     M(Bool, metrics_perf_events_enabled, false, "If enabled, some of the perf events will be measured throughout queries' execution.", 0) \
     M(String, metrics_perf_events_list, "", "Comma separated list of perf metrics that will be measured throughout queries' execution. Empty means all events. See PerfEventInfo in sources for the available events.", 0) \
+    M(Float, opentelemetry_start_trace_probability, 0., "Probability to start an OpenTelemetry trace for an incoming query.", 0) \
     \
     \
     /** Limits during query execution are part of the settings. \
@@ -326,7 +333,6 @@ class IColumn;
     M(Bool, calculate_text_stack_trace, 1, "Calculate text stack trace in case of exceptions during query execution. This is the default. It requires symbol lookups that may slow down fuzzing tests when huge amount of wrong queries are executed. In normal cases you should not disable this option.", 0) \
     M(Bool, allow_ddl, true, "If it is set to true, then a user is allowed to executed DDL queries.", 0) \
     M(Bool, parallel_view_processing, false, "Enables pushing to attached views concurrently instead of sequentially.", 0) \
-    M(Bool, enable_debug_queries, false, "Enables debug queries such as AST.", 0) \
     M(Bool, enable_unaligned_array_join, false, "Allow ARRAY JOIN with multiple arrays that have different sizes. When this settings is enabled, arrays will be resized to the longest one.", 0) \
     M(Bool, optimize_read_in_order, true, "Enable ORDER BY optimization for reading data in corresponding order in MergeTree tables.", 0) \
     M(Bool, optimize_aggregation_in_order, false, "Enable GROUP BY optimization for aggregating data in corresponding order in MergeTree tables.", 0) \
@@ -368,7 +374,6 @@ class IColumn;
     M(Bool, optimize_monotonous_functions_in_order_by, true, "Replace monotonous function with its argument in ORDER BY", 0) \
     M(Bool, allow_experimental_alter_materialized_view_structure, false, "Allow atomic alter on Materialized views. Work in progress.", 0) \
     M(Bool, enable_early_constant_folding, true, "Enable query optimization where we analyze function and subqueries results and rewrite query if there're constants there", 0) \
-    \
     M(Bool, deduplicate_blocks_in_dependent_materialized_views, false, "Should deduplicate blocks for materialized views if the block is not a duplicate for the table. Use true to always deduplicate in dependent tables.", 0) \
     M(Bool, use_compact_format_in_distributed_parts_names, false, "Changes format of directories names for distributed table insert parts.", 0) \
     M(Bool, validate_polygons, true, "Throw exception if polygon is invalid in function pointInPolygon (e.g. self-tangent, self-intersecting). If the setting is false, the function will accept invalid polygons but may silently return wrong result.", 0) \
@@ -379,7 +384,6 @@ class IColumn;
     M(Seconds, lock_acquire_timeout, DBMS_DEFAULT_LOCK_ACQUIRE_TIMEOUT_SEC, "How long locking request should wait before failing", 0) \
     M(Bool, materialize_ttl_after_modify, true, "Apply TTL for old data, after ALTER MODIFY TTL query", 0) \
     M(String, function_implementation, "", "Choose function implementation for specific target or variant (experimental). If empty enable all of them.", 0) \
-    \
     M(Bool, allow_experimental_geo_types, false, "Allow geo data types such as Point, Ring, Polygon, MultiPolygon", 0) \
     M(Bool, allow_experimental_bigint_types, false, "Allow Int128, Int256, UInt256 and Decimal256 types", 0) \
     M(Bool, data_type_default_nullable, false, "Data types without NULL or NOT NULL will make Nullable", 0) \
@@ -387,21 +391,19 @@ class IColumn;
     M(Bool, alter_partition_verbose_result, false, "Output information about affected parts. Currently works only for FREEZE and ATTACH commands.", 0) \
     M(Bool, allow_experimental_database_materialize_mysql, false, "Allow to create database with Engine=MaterializeMySQL(...).", 0) \
     M(Bool, system_events_show_zero_values, false, "Include all metrics, even with zero values", 0) \
-    M(MySQLDataTypesSupport, mysql_datatypes_support_level, 0, "Which MySQL types should be converted to corresponding ClickHouse types (rather than being represented as String). Can be empty or any combination of 'decimal' or 'datetime64'. When empty MySQL's DECIMAL and DATETIME/TIMESTAMP with non-zero precison are seen as String on ClickHouse's side.", 0) \
+    M(MySQLDataTypesSupport, mysql_datatypes_support_level, 0, "Which MySQL types should be converted to corresponding ClickHouse types (rather than being represented as String). Can be empty or any combination of 'decimal' or 'datetime64'. When empty MySQL's DECIMAL and DATETIME/TIMESTAMP with non-zero precision are seen as String on ClickHouse's side.", 0) \
+    M(Bool, optimize_trivial_insert_select, true, "Optimize trivial 'INSERT INTO table SELECT ... FROM TABLES' query", 0) \
+    M(Bool, allow_non_metadata_alters, true, "Allow to execute alters which affects not only tables metadata, but also data on disk", 0) \
+    M(Bool, enable_global_with_statement, false, "Propagate WITH statements to UNION queries and all subqueries", 0) \
+    M(Bool, aggregate_functions_null_for_empty, false, "Rewrite all aggregate functions in a query, adding -OrNull suffix to them", 0) \
     \
     /** Obsolete settings that do nothing but left for compatibility reasons. Remove each one after half a year of obsolescence. */ \
     \
-    M(Bool, partial_merge_join, false, "Obsolete. Use join_algorithm='prefer_partial_merge' instead.", 0) \
-    M(UInt64, max_memory_usage_for_all_queries, 0, "Obsolete. Will be removed after 2020-10-20", 0) \
     M(UInt64, multiple_joins_rewriter_version, 0, "Obsolete setting, does nothing. Will be removed after 2021-03-31", 0) \
-    \
-    M(Bool, force_optimize_skip_unused_shards_no_nested, false, "Obsolete setting, does nothing. Will be removed after 2020-12-01. Use force_optimize_skip_unused_shards_nesting instead.", 0) \
     M(Bool, experimental_use_processors, true, "Obsolete setting, does nothing. Will be removed after 2020-11-29.", 0) \
-    M(Bool, optimize_trivial_insert_select, true, "Optimize trivial 'INSERT INTO table SELECT ... FROM TABLES' query", 0) \
+    M(Bool, force_optimize_skip_unused_shards_no_nested, false, "Obsolete setting, does nothing. Will be removed after 2020-12-01. Use force_optimize_skip_unused_shards_nesting instead.", 0) \
+    M(Bool, enable_debug_queries, false, "Enabled debug queries, but now is obsolete", 0) \
     M(Bool, allow_experimental_database_atomic, true, "Obsolete setting, does nothing. Will be removed after 2021-02-12", 0) \
-    M(Bool, allow_non_metadata_alters, true, "Allow to execute alters which affects not only tables metadata, but also data on disk", 0) \
-    M(Bool, enable_global_with_statement, false, "Propagate WITH statements to UNION queries and all subqueries", 0) \
-    M(Bool, aggregate_functions_null_for_empty, false, "Rewrite all aggregate functions in a query, adding -OrNull suffix to them", 0)
 
 // End of COMMON_SETTINGS
 // Please add settings related to formats into the FORMAT_FACTORY_SETTINGS below.
@@ -412,12 +414,14 @@ class IColumn;
     M(Bool, format_csv_allow_double_quotes, 1, "If it is set to true, allow strings in double quotes.", 0) \
     M(Bool, output_format_csv_crlf_end_of_line, false, "If it is set true, end of line in CSV format will be \\r\\n instead of \\n.", 0) \
     M(Bool, input_format_csv_unquoted_null_literal_as_null, false, "Consider unquoted NULL literal as \\N", 0) \
+    M(Bool, input_format_csv_enum_as_number, false, "Treat inserted enum values in CSV formats as enum indices \\N", 0) \
     M(Bool, input_format_skip_unknown_fields, false, "Skip columns with unknown names from input data (it works for JSONEachRow, CSVWithNames, TSVWithNames and TSKV formats).", 0) \
     M(Bool, input_format_with_names_use_header, true, "For TSVWithNames and CSVWithNames input formats this controls whether format parser is to assume that column data appear in the input exactly as they are specified in the header.", 0) \
     M(Bool, input_format_import_nested_json, false, "Map nested JSON data to nested tables (it works for JSONEachRow format).", 0) \
     M(Bool, optimize_aggregators_of_group_by_keys, true, "Eliminates min/max/any/anyLast aggregators of GROUP BY keys in SELECT section", 0) \
     M(Bool, input_format_defaults_for_omitted_fields, true, "For input data calculate default expressions for omitted fields (it works for JSONEachRow, CSV and TSV formats).", IMPORTANT) \
     M(Bool, input_format_tsv_empty_as_default, false, "Treat empty fields in TSV input as default values.", 0) \
+    M(Bool, input_format_tsv_enum_as_number, false, "Treat inserted enum values in TSV formats as enum indices \\N", 0) \
     M(Bool, input_format_null_as_default, false, "For text input formats initialize null fields with default values if data type of this field is not nullable", 0) \
     \
     M(DateTimeInputFormat, date_time_input_format, FormatSettings::DateTimeInputFormat::Basic, "Method to read DateTime from text input formats. Possible values: 'basic' and 'best_effort'.", 0) \
diff --git a/src/Core/tests/CMakeLists.txt b/src/Core/tests/CMakeLists.txt
index d609e49f247..cd6450633ff 100644
--- a/src/Core/tests/CMakeLists.txt
+++ b/src/Core/tests/CMakeLists.txt
@@ -5,9 +5,6 @@ target_include_directories (string_pool SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLU
 add_executable (field field.cpp)
 target_link_libraries (field PRIVATE dbms)
 
-add_executable (move_field move_field.cpp)
-target_link_libraries (move_field PRIVATE clickhouse_common_io)
-
 add_executable (string_ref_hash string_ref_hash.cpp)
 target_link_libraries (string_ref_hash PRIVATE clickhouse_common_io)
 
diff --git a/src/Core/tests/gtest_move_field.cpp b/src/Core/tests/gtest_move_field.cpp
new file mode 100644
index 00000000000..9c807039c6a
--- /dev/null
+++ b/src/Core/tests/gtest_move_field.cpp
@@ -0,0 +1,22 @@
+#include <gtest/gtest.h>
+#include <Core/Field.h>
+
+using namespace DB;
+
+GTEST_TEST(Field, Move)
+{
+    Field f;
+
+    f = Field{String{"Hello, world (1)"}};
+    ASSERT_EQ(f.get<String>(), "Hello, world (1)");
+    f = Field{String{"Hello, world (2)"}};
+    ASSERT_EQ(f.get<String>(), "Hello, world (2)");
+    f = Field{Array{Field{String{"Hello, world (3)"}}}};
+    ASSERT_EQ(f.get<Array>()[0].get<String>(), "Hello, world (3)");
+    f = String{"Hello, world (4)"};
+    ASSERT_EQ(f.get<String>(), "Hello, world (4)");
+    f = Array{Field{String{"Hello, world (5)"}}};
+    ASSERT_EQ(f.get<Array>()[0].get<String>(), "Hello, world (5)");
+    f = Array{String{"Hello, world (6)"}};
+    ASSERT_EQ(f.get<Array>()[0].get<String>(), "Hello, world (6)");
+}
diff --git a/src/Core/tests/move_field.cpp b/src/Core/tests/move_field.cpp
deleted file mode 100644
index 2780abffc40..00000000000
--- a/src/Core/tests/move_field.cpp
+++ /dev/null
@@ -1,25 +0,0 @@
-#include <iostream>
-#include <Core/Field.h>
-
-
-int main(int, char **)
-{
-    using namespace DB;
-
-    Field f;
-
-    f = Field{String{"Hello, world"}};
-    std::cerr << f.get<String>() << "\n";
-    f = Field{String{"Hello, world!"}};
-    std::cerr << f.get<String>() << "\n";
-    f = Field{Array{Field{String{"Hello, world!!"}}}};
-    std::cerr << f.get<Array>()[0].get<String>() << "\n";
-    f = String{"Hello, world!!!"};
-    std::cerr << f.get<String>() << "\n";
-    f = Array{Field{String{"Hello, world!!!!"}}};
-    std::cerr << f.get<Array>()[0].get<String>() << "\n";
-    f = Array{String{"Hello, world!!!!!"}};
-    std::cerr << f.get<Array>()[0].get<String>() << "\n";
-
-    return 0;
-}
diff --git a/src/Core/tests/mysql_protocol.cpp b/src/Core/tests/mysql_protocol.cpp
index 6cad095fc85..7e6aae5da23 100644
--- a/src/Core/tests/mysql_protocol.cpp
+++ b/src/Core/tests/mysql_protocol.cpp
@@ -260,6 +260,17 @@ int main(int argc, char ** argv)
              "10662d71-9d91-11ea-bbc2-0242ac110003:6-7",
              "20662d71-9d91-11ea-bbc2-0242ac110003:9",
              "10662d71-9d91-11ea-bbc2-0242ac110003:6-7,20662d71-9d91-11ea-bbc2-0242ac110003:9"},
+
+            {"shirnk-sequence",
+              "10662d71-9d91-11ea-bbc2-0242ac110003:1-3:4-5:7",
+             "10662d71-9d91-11ea-bbc2-0242ac110003:6",
+             "10662d71-9d91-11ea-bbc2-0242ac110003:1-7"},
+
+            {"shirnk-sequence",
+             "10662d71-9d91-11ea-bbc2-0242ac110003:1-3:4-5:10",
+             "10662d71-9d91-11ea-bbc2-0242ac110003:8",
+             "10662d71-9d91-11ea-bbc2-0242ac110003:1-5:8:10"
+            }
         };
 
         for (auto & tc : cases)
diff --git a/src/Core/ya.make b/src/Core/ya.make
index 424566d212a..626662e992c 100644
--- a/src/Core/ya.make
+++ b/src/Core/ya.make
@@ -7,7 +7,6 @@ PEERDIR(
     contrib/restricted/boost/libs
 )
 
-CFLAGS(-g0)
 
 SRCS(
     BackgroundSchedulePool.cpp
diff --git a/src/Core/ya.make.in b/src/Core/ya.make.in
index 95c4e32995d..b2e82663c1e 100644
--- a/src/Core/ya.make.in
+++ b/src/Core/ya.make.in
@@ -6,7 +6,6 @@ PEERDIR(
     contrib/restricted/boost/libs
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/DataStreams/SquashingTransform.cpp b/src/DataStreams/SquashingTransform.cpp
index c57e2351230..1f6ca8a7306 100644
--- a/src/DataStreams/SquashingTransform.cpp
+++ b/src/DataStreams/SquashingTransform.cpp
@@ -27,7 +27,7 @@ Block SquashingTransform::add(const Block & input_block)
 
 /*
  * To minimize copying, accept two types of argument: const reference for output
- * stream, and rvalue reference for input stream, and decide whether to copy 
+ * stream, and rvalue reference for input stream, and decide whether to copy
  * inside this function. This allows us not to copy Block unless we absolutely
  * have to.
  */
diff --git a/src/DataStreams/ya.make b/src/DataStreams/ya.make
index 0c46e42d456..adef8246f33 100644
--- a/src/DataStreams/ya.make
+++ b/src/DataStreams/ya.make
@@ -8,7 +8,6 @@ PEERDIR(
 
 NO_COMPILER_WARNINGS()
 
-CFLAGS(-g0)
 
 SRCS(
     AddingDefaultBlockOutputStream.cpp
diff --git a/src/DataStreams/ya.make.in b/src/DataStreams/ya.make.in
index 268719112ac..7aa2fe4874e 100644
--- a/src/DataStreams/ya.make.in
+++ b/src/DataStreams/ya.make.in
@@ -7,7 +7,6 @@ PEERDIR(
 
 NO_COMPILER_WARNINGS()
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/DataTypes/DataTypeEnum.cpp b/src/DataTypes/DataTypeEnum.cpp
index 9ad6a9cb690..ce61794facd 100644
--- a/src/DataTypes/DataTypeEnum.cpp
+++ b/src/DataTypes/DataTypeEnum.cpp
@@ -146,12 +146,17 @@ void DataTypeEnum<Type>::serializeTextEscaped(const IColumn & column, size_t row
 }
 
 template <typename Type>
-void DataTypeEnum<Type>::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+void DataTypeEnum<Type>::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
 {
-    /// NOTE It would be nice to do without creating a temporary object - at least extract std::string out.
-    std::string field_name;
-    readEscapedString(field_name, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    if (settings.tsv.input_format_enum_as_number)
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        /// NOTE It would be nice to do without creating a temporary object - at least extract std::string out.
+        std::string field_name;
+        readEscapedString(field_name, istr);
+        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    }
 }
 
 template <typename Type>
@@ -169,11 +174,16 @@ void DataTypeEnum<Type>::deserializeTextQuoted(IColumn & column, ReadBuffer & is
 }
 
 template <typename Type>
-void DataTypeEnum<Type>::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+void DataTypeEnum<Type>::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
 {
-    std::string field_name;
-    readString(field_name, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    if (settings.tsv.input_format_enum_as_number)
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        std::string field_name;
+        readString(field_name, istr);
+        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    }
 }
 
 template <typename Type>
@@ -191,9 +201,14 @@ void DataTypeEnum<Type>::serializeTextXML(const IColumn & column, size_t row_num
 template <typename Type>
 void DataTypeEnum<Type>::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
 {
-    std::string field_name;
-    readJSONString(field_name, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    if (!istr.eof() && *istr.position() != '"')
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        std::string field_name;
+        readJSONString(field_name, istr);
+        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    }
 }
 
 template <typename Type>
@@ -205,9 +220,14 @@ void DataTypeEnum<Type>::serializeTextCSV(const IColumn & column, size_t row_num
 template <typename Type>
 void DataTypeEnum<Type>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
 {
-    std::string field_name;
-    readCSVString(field_name, istr, settings.csv);
-    assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    if (settings.csv.input_format_enum_as_number)
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        std::string field_name;
+        readCSVString(field_name, istr, settings.csv);
+        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
+    }
 }
 
 template <typename Type>
diff --git a/src/DataTypes/DataTypeEnum.h b/src/DataTypes/DataTypeEnum.h
index 80b41692cdd..a66b36c6a8d 100644
--- a/src/DataTypes/DataTypeEnum.h
+++ b/src/DataTypes/DataTypeEnum.h
@@ -66,13 +66,18 @@ public:
 
     TypeIndex getTypeId() const override { return sizeof(FieldType) == 1 ? TypeIndex::Enum8 : TypeIndex::Enum16; }
 
-    const StringRef & getNameForValue(const FieldType & value) const
+    auto findByValue(const FieldType & value) const
     {
         const auto it = value_to_name_map.find(value);
         if (it == std::end(value_to_name_map))
             throw Exception{"Unexpected value " + toString(value) + " for type " + getName(), ErrorCodes::BAD_ARGUMENTS};
 
-        return it->second;
+        return it;
+    }
+
+    const StringRef & getNameForValue(const FieldType & value) const
+    {
+        return findByValue(value)->second;
     }
 
     FieldType getValue(StringRef field_name) const
@@ -84,6 +89,13 @@ public:
         return it->getMapped();
     }
 
+    FieldType readValue(ReadBuffer & istr) const
+    {
+        FieldType x;
+        readText(x, istr);
+        return findByValue(x)->first;
+    }
+
     Field castToName(const Field & value_or_name) const override;
     Field castToValue(const Field & value_or_name) const override;
 
diff --git a/src/DataTypes/DataTypeFactory.cpp b/src/DataTypes/DataTypeFactory.cpp
index 9386f4b39f1..5052a065163 100644
--- a/src/DataTypes/DataTypeFactory.cpp
+++ b/src/DataTypes/DataTypeFactory.cpp
@@ -43,7 +43,7 @@ DataTypePtr DataTypeFactory::get(const ASTPtr & ast) const
 
     if (const auto * ident = ast->as<ASTIdentifier>())
     {
-        return get(ident->name, {});
+        return get(ident->name(), {});
     }
 
     if (const auto * lit = ast->as<ASTLiteral>())
diff --git a/src/DataTypes/DataTypeLowCardinalityHelpers.cpp b/src/DataTypes/DataTypeLowCardinalityHelpers.cpp
index 673253500c4..a68dc30d5c2 100644
--- a/src/DataTypes/DataTypeLowCardinalityHelpers.cpp
+++ b/src/DataTypes/DataTypeLowCardinalityHelpers.cpp
@@ -34,7 +34,7 @@ DataTypePtr recursiveRemoveLowCardinality(const DataTypePtr & type)
             element = recursiveRemoveLowCardinality(element);
 
         if (tuple_type->haveExplicitNames())
-            return std::make_shared<DataTypeTuple>(elements, tuple_type->getElementNames());
+            return std::make_shared<DataTypeTuple>(elements, tuple_type->getElementNames(), tuple_type->serializeNames());
         else
             return std::make_shared<DataTypeTuple>(elements);
     }
diff --git a/src/DataTypes/DataTypeString.cpp b/src/DataTypes/DataTypeString.cpp
index 9d563ee836c..141f896cfc2 100644
--- a/src/DataTypes/DataTypeString.cpp
+++ b/src/DataTypes/DataTypeString.cpp
@@ -384,7 +384,7 @@ static DataTypePtr create(const ASTPtr & arguments)
             throw Exception("String data type family mustn't have more than one argument - size in characters", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         const auto * argument = arguments->children[0]->as<ASTLiteral>();
-        if (!argument || argument->value.getType() != Field::Types::UInt64 || argument->value.get<UInt64>() == 0)
+        if (!argument || argument->value.getType() != Field::Types::UInt64)
             throw Exception("String data type family may have only a number (positive integer) as its argument", ErrorCodes::UNEXPECTED_AST_STRUCTURE);
     }
 
diff --git a/src/DataTypes/DataTypeTuple.cpp b/src/DataTypes/DataTypeTuple.cpp
index b69c4c31ca4..453cb7f37a3 100644
--- a/src/DataTypes/DataTypeTuple.cpp
+++ b/src/DataTypes/DataTypeTuple.cpp
@@ -44,28 +44,39 @@ DataTypeTuple::DataTypeTuple(const DataTypes & elems_)
         names[i] = toString(i + 1);
 }
 
+static std::optional<Exception> checkTupleNames(const Strings & names)
+{
+    std::unordered_set<String> names_set;
+    for (const auto & name : names)
+    {
+        if (name.empty())
+            return Exception("Names of tuple elements cannot be empty", ErrorCodes::BAD_ARGUMENTS);
 
-DataTypeTuple::DataTypeTuple(const DataTypes & elems_, const Strings & names_)
-    : elems(elems_), names(names_), have_explicit_names(true)
+        if (isNumericASCII(name[0]))
+            return Exception("Explicitly specified names of tuple elements cannot start with digit", ErrorCodes::BAD_ARGUMENTS);
+
+        if (!names_set.insert(name).second)
+            return Exception("Names of tuple elements must be unique", ErrorCodes::DUPLICATE_COLUMN);
+    }
+
+    return {};
+}
+
+DataTypeTuple::DataTypeTuple(const DataTypes & elems_, const Strings & names_, bool serialize_names_)
+    : elems(elems_), names(names_), have_explicit_names(true), serialize_names(serialize_names_)
 {
     size_t size = elems.size();
     if (names.size() != size)
         throw Exception("Wrong number of names passed to constructor of DataTypeTuple", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-    std::unordered_set<String> names_set;
-    for (size_t i = 0; i < size; ++i)
-    {
-        if (names[i].empty())
-            throw Exception("Names of tuple elements cannot be empty", ErrorCodes::BAD_ARGUMENTS);
-
-        if (isNumericASCII(names[i][0]))
-            throw Exception("Explicitly specified names of tuple elements cannot start with digit", ErrorCodes::BAD_ARGUMENTS);
-
-        if (!names_set.insert(names[i]).second)
-            throw Exception("Names of tuple elements must be unique", ErrorCodes::DUPLICATE_COLUMN);
-    }
+    if (auto exception = checkTupleNames(names))
+        throw std::move(*exception);
 }
 
+bool DataTypeTuple::canBeCreatedWithNames(const Strings & names)
+{
+    return checkTupleNames(names) == std::nullopt;
+}
 
 std::string DataTypeTuple::doGetName() const
 {
@@ -78,7 +89,7 @@ std::string DataTypeTuple::doGetName() const
         if (i != 0)
             s << ", ";
 
-        if (have_explicit_names)
+        if (have_explicit_names && serialize_names)
             s << backQuoteIfNeed(names[i]) << ' ';
 
         s << elems[i]->getName();
diff --git a/src/DataTypes/DataTypeTuple.h b/src/DataTypes/DataTypeTuple.h
index a8d16c28fa5..7e4e68651f1 100644
--- a/src/DataTypes/DataTypeTuple.h
+++ b/src/DataTypes/DataTypeTuple.h
@@ -22,11 +22,14 @@ private:
     DataTypes elems;
     Strings names;
     bool have_explicit_names;
+    bool serialize_names = true;
 public:
     static constexpr bool is_parametric = true;
 
     DataTypeTuple(const DataTypes & elems);
-    DataTypeTuple(const DataTypes & elems, const Strings & names);
+    DataTypeTuple(const DataTypes & elems, const Strings & names, bool serialize_names_ = true);
+
+    static bool canBeCreatedWithNames(const Strings & names);
 
     TypeIndex getTypeId() const override { return TypeIndex::Tuple; }
     std::string doGetName() const override;
@@ -101,6 +104,7 @@ public:
     size_t getPositionByName(const String & name) const;
 
     bool haveExplicitNames() const { return have_explicit_names; }
+    bool serializeNames() const { return serialize_names; }
 };
 
 }
diff --git a/src/DataTypes/NumberTraits.h b/src/DataTypes/NumberTraits.h
index 603449150db..77bd2101f05 100644
--- a/src/DataTypes/NumberTraits.h
+++ b/src/DataTypes/NumberTraits.h
@@ -29,7 +29,7 @@ constexpr size_t min(size_t x, size_t y)
 }
 
 /// @note There's no auto scale to larger big integer, only for integral ones.
-/// It's cause of (U)Int64 backward compatibilty and very big performance penalties.
+/// It's cause of (U)Int64 backward compatibility and very big performance penalties.
 constexpr size_t nextSize(size_t size)
 {
     if (size < 8)
diff --git a/src/DataTypes/ya.make b/src/DataTypes/ya.make
index 20a63bb7727..97b600f70ba 100644
--- a/src/DataTypes/ya.make
+++ b/src/DataTypes/ya.make
@@ -6,7 +6,6 @@ PEERDIR(
     clickhouse/src/Formats
 )
 
-CFLAGS(-g0)
 
 SRCS(
     convertMySQLDataType.cpp
diff --git a/src/DataTypes/ya.make.in b/src/DataTypes/ya.make.in
index f1983be1032..05170178925 100644
--- a/src/DataTypes/ya.make.in
+++ b/src/DataTypes/ya.make.in
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Formats
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Databases/DatabaseAtomic.cpp b/src/Databases/DatabaseAtomic.cpp
index a9dbae8ec92..af8b751e787 100644
--- a/src/Databases/DatabaseAtomic.cpp
+++ b/src/Databases/DatabaseAtomic.cpp
@@ -114,9 +114,10 @@ void DatabaseAtomic::dropTable(const Context &, const String & table_name, bool
         DatabaseWithDictionaries::detachTableUnlocked(table_name, lock);       /// Should never throw
         table_name_to_path.erase(table_name);
     }
-    tryRemoveSymlink(table_name);
+    if (table->storesDataOnDisk())
+        tryRemoveSymlink(table_name);
     /// Remove the inner table (if any) to avoid deadlock
-    /// (due to attemp to execute DROP from the worker thread)
+    /// (due to attempt to execute DROP from the worker thread)
     if (auto * mv = dynamic_cast<StorageMaterializedView *>(table.get()))
         mv->dropInnerTable(no_delay);
     /// Notify DatabaseCatalog that table was dropped. It will remove table data in background.
@@ -145,7 +146,7 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
     String old_metadata_path = getObjectMetadataPath(table_name);
     String new_metadata_path = to_database.getObjectMetadataPath(to_table_name);
 
-    auto detach = [](DatabaseAtomic & db, const String & table_name_)
+    auto detach = [](DatabaseAtomic & db, const String & table_name_, bool has_symlink)
     {
         auto it = db.table_name_to_path.find(table_name_);
         String table_data_path_saved;
@@ -155,7 +156,7 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
         assert(!table_data_path_saved.empty() || db.dictionaries.find(table_name_) != db.dictionaries.end());
         db.tables.erase(table_name_);
         db.table_name_to_path.erase(table_name_);
-        if (!table_data_path_saved.empty())
+        if (has_symlink)
             db.tryRemoveSymlink(table_name_);
         return table_data_path_saved;
     };
@@ -166,7 +167,8 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
         if (table_data_path_.empty())
             return;
         db.table_name_to_path.emplace(table_name_, table_data_path_);
-        db.tryCreateSymlink(table_name_, table_data_path_);
+        if (table_->storesDataOnDisk())
+            db.tryCreateSymlink(table_name_, table_data_path_);
     };
 
     auto assert_can_move_mat_view = [inside_database](const StoragePtr & table_)
@@ -228,9 +230,9 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
         renameNoReplace(old_metadata_path, new_metadata_path);
 
     /// After metadata was successfully moved, the following methods should not throw (if them do, it's a logical error)
-    table_data_path = detach(*this, table_name);
+    table_data_path = detach(*this, table_name, table->storesDataOnDisk());
     if (exchange)
-        other_table_data_path = detach(other_db, to_table_name);
+        other_table_data_path = detach(other_db, to_table_name, other_table->storesDataOnDisk());
 
     auto old_table_id = table->getStorageID();
 
@@ -261,24 +263,33 @@ void DatabaseAtomic::commitCreateTable(const ASTCreateQuery & query, const Stora
 {
     DetachedTables not_in_use;
     auto table_data_path = getTableDataPath(query);
+    bool locked_uuid = false;
     try
     {
         std::unique_lock lock{mutex};
         if (query.database != database_name)
             throw Exception(ErrorCodes::UNKNOWN_DATABASE, "Database was renamed to `{}`, cannot create table in `{}`",
                             database_name, query.database);
+        /// Do some checks before renaming file from .tmp to .sql
         not_in_use = cleanupDetachedTables();
         assertDetachedTableNotInUse(query.uuid);
-        renameNoReplace(table_metadata_tmp_path, table_metadata_path);
+        /// We will get en exception if some table with the same UUID exists (even if it's detached table or table from another database)
+        DatabaseCatalog::instance().addUUIDMapping(query.uuid);
+        locked_uuid = true;
+        /// It throws if `table_metadata_path` already exists (it's possible if table was detached)
+        renameNoReplace(table_metadata_tmp_path, table_metadata_path);  /// Commit point (a sort of)
         attachTableUnlocked(query.table, table, lock);   /// Should never throw
         table_name_to_path.emplace(query.table, table_data_path);
     }
     catch (...)
     {
         Poco::File(table_metadata_tmp_path).remove();
+        if (locked_uuid)
+            DatabaseCatalog::instance().removeUUIDMappingFinally(query.uuid);
         throw;
     }
-    tryCreateSymlink(query.table, table_data_path);
+    if (table->storesDataOnDisk())
+        tryCreateSymlink(query.table, table_data_path);
 }
 
 void DatabaseAtomic::commitAlterTable(const StorageID & table_id, const String & table_metadata_tmp_path, const String & table_metadata_path)
@@ -375,17 +386,18 @@ void DatabaseAtomic::loadStoredObjects(Context & context, bool has_force_restore
 
         Poco::File(path_to_table_symlinks).createDirectories();
         for (const auto & table : table_names)
-            tryCreateSymlink(table.first, table.second);
+            tryCreateSymlink(table.first, table.second, true);
     }
 }
 
-void DatabaseAtomic::tryCreateSymlink(const String & table_name, const String & actual_data_path)
+void DatabaseAtomic::tryCreateSymlink(const String & table_name, const String & actual_data_path, bool if_data_path_exist)
 {
     try
     {
         String link = path_to_table_symlinks + escapeForFileName(table_name);
-        String data = Poco::Path(global_context.getPath()).makeAbsolute().toString() + actual_data_path;
-        Poco::File{data}.linkTo(link, Poco::File::LINK_SYMBOLIC);
+        Poco::File data = Poco::Path(global_context.getPath()).makeAbsolute().toString() + actual_data_path;
+        if (!if_data_path_exist || data.exists())
+            data.linkTo(link, Poco::File::LINK_SYMBOLIC);
     }
     catch (...)
     {
diff --git a/src/Databases/DatabaseAtomic.h b/src/Databases/DatabaseAtomic.h
index 2d90ed96f1d..82408ff3ab3 100644
--- a/src/Databases/DatabaseAtomic.h
+++ b/src/Databases/DatabaseAtomic.h
@@ -55,7 +55,7 @@ public:
 
     UUID tryGetTableUUID(const String & table_name) const override;
 
-    void tryCreateSymlink(const String & table_name, const String & actual_data_path);
+    void tryCreateSymlink(const String & table_name, const String & actual_data_path, bool if_data_path_exist = false);
     void tryRemoveSymlink(const String & table_name);
 
     void waitDetachedTableNotInUse(const UUID & uuid);
diff --git a/src/Databases/DatabaseLazy.h b/src/Databases/DatabaseLazy.h
index 13c14863efb..2d091297c91 100644
--- a/src/Databases/DatabaseLazy.h
+++ b/src/Databases/DatabaseLazy.h
@@ -22,6 +22,10 @@ public:
 
     String getEngineName() const override { return "Lazy"; }
 
+    bool canContainMergeTreeTables() const override { return false; }
+
+    bool canContainDistributedTables() const override { return false; }
+
     void loadStoredObjects(
         Context & context,
         bool has_force_restore_data_flag, bool force_attach) override;
diff --git a/src/Databases/DatabaseMemory.cpp b/src/Databases/DatabaseMemory.cpp
index 5eacb846d52..357acb32371 100644
--- a/src/Databases/DatabaseMemory.cpp
+++ b/src/Databases/DatabaseMemory.cpp
@@ -53,6 +53,9 @@ void DatabaseMemory::dropTable(
     }
     table->is_dropped = true;
     create_queries.erase(table_name);
+    UUID table_uuid = table->getStorageID().uuid;
+    if (table_uuid != UUIDHelpers::Nil)
+        DatabaseCatalog::instance().removeUUIDMappingFinally(table_uuid);
 }
 
 ASTPtr DatabaseMemory::getCreateDatabaseQuery() const
diff --git a/src/Databases/DatabaseOnDisk.cpp b/src/Databases/DatabaseOnDisk.cpp
index 8d9f222bf69..4d7fcd4e248 100644
--- a/src/Databases/DatabaseOnDisk.cpp
+++ b/src/Databases/DatabaseOnDisk.cpp
@@ -321,7 +321,7 @@ void DatabaseOnDisk::renameTable(
 
     /// Special case: usually no actions with symlinks are required when detaching/attaching table,
     /// but not when moving from Atomic database to Ordinary
-    if (from_atomic_to_ordinary)
+    if (from_atomic_to_ordinary && table->storesDataOnDisk())
     {
         auto & atomic_db = assert_cast<DatabaseAtomic &>(*this);
         atomic_db.tryRemoveSymlink(table_name);
diff --git a/src/Databases/DatabaseWithDictionaries.cpp b/src/Databases/DatabaseWithDictionaries.cpp
index ed85028d04d..6c5173c986f 100644
--- a/src/Databases/DatabaseWithDictionaries.cpp
+++ b/src/Databases/DatabaseWithDictionaries.cpp
@@ -223,6 +223,10 @@ void DatabaseWithDictionaries::removeDictionary(const Context &, const String &
         attachDictionary(dictionary_name, attach_info);
         throw;
     }
+
+    UUID dict_uuid = attach_info.create_query->as<ASTCreateQuery>()->uuid;
+    if (dict_uuid != UUIDHelpers::Nil)
+        DatabaseCatalog::instance().removeUUIDMappingFinally(dict_uuid);
 }
 
 DatabaseDictionariesIteratorPtr DatabaseWithDictionaries::getDictionariesIterator(const FilterByNameFunction & filter_by_dictionary_name)
diff --git a/src/Databases/IDatabase.h b/src/Databases/IDatabase.h
index b28bd5fd599..fadec5fe7a9 100644
--- a/src/Databases/IDatabase.h
+++ b/src/Databases/IDatabase.h
@@ -147,6 +147,10 @@ public:
     /// Get name of database engine.
     virtual String getEngineName() const = 0;
 
+    virtual bool canContainMergeTreeTables() const { return true; }
+
+    virtual bool canContainDistributedTables() const { return true; }
+
     /// Load a set of existing tables.
     /// You can call only once, right after the object is created.
     virtual void loadStoredObjects(Context & /*context*/, bool /*has_force_restore_data_flag*/, bool /*force_attach*/ = false) {}
diff --git a/src/Databases/MySQL/ConnectionMySQLSettings.h b/src/Databases/MySQL/ConnectionMySQLSettings.h
index 90279f846a4..ce2773307c5 100644
--- a/src/Databases/MySQL/ConnectionMySQLSettings.h
+++ b/src/Databases/MySQL/ConnectionMySQLSettings.h
@@ -11,7 +11,7 @@ class Context;
 class ASTStorage;
 
 #define LIST_OF_CONNECTION_MYSQL_SETTINGS(M) \
-    M(MySQLDataTypesSupport, mysql_datatypes_support_level, 0, "Which MySQL types should be converted to corresponding ClickHouse types (rather than being represented as String). Can be empty or any combination of 'decimal' or 'datetime64'. When empty MySQL's DECIMAL and DATETIME/TIMESTAMP with non-zero precison are seen as String on ClickHouse's side.", 0) \
+    M(MySQLDataTypesSupport, mysql_datatypes_support_level, 0, "Which MySQL types should be converted to corresponding ClickHouse types (rather than being represented as String). Can be empty or any combination of 'decimal' or 'datetime64'. When empty MySQL's DECIMAL and DATETIME/TIMESTAMP with non-zero precision are seen as String on ClickHouse's side.", 0) \
 
 /// Settings that should not change after the creation of a database.
 #define APPLY_FOR_IMMUTABLE_CONNECTION_MYSQL_SETTINGS(M) \
diff --git a/src/Databases/MySQL/DatabaseConnectionMySQL.h b/src/Databases/MySQL/DatabaseConnectionMySQL.h
index 7bf5e8c1d88..d8694e71db2 100644
--- a/src/Databases/MySQL/DatabaseConnectionMySQL.h
+++ b/src/Databases/MySQL/DatabaseConnectionMySQL.h
@@ -42,6 +42,12 @@ public:
 
     String getEngineName() const override { return "MySQL"; }
 
+    bool canContainMergeTreeTables() const override { return false; }
+
+    bool canContainDistributedTables() const override { return false; }
+
+    bool shouldBeEmptyOnDetach() const override { return false; }
+
     bool empty() const override;
 
     DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
diff --git a/src/Databases/MySQL/MaterializeMySQLSettings.cpp b/src/Databases/MySQL/MaterializeMySQLSettings.cpp
index 609ce011f91..a8672bf488e 100644
--- a/src/Databases/MySQL/MaterializeMySQLSettings.cpp
+++ b/src/Databases/MySQL/MaterializeMySQLSettings.cpp
@@ -8,7 +8,6 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int BAD_ARGUMENTS;
     extern const int UNKNOWN_SETTING;
 }
 
@@ -25,9 +24,8 @@ void MaterializeMySQLSettings::loadFromQuery(ASTStorage & storage_def)
         catch (Exception & e)
         {
             if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-                throw Exception(e.message() + " for database " + storage_def.engine->name, ErrorCodes::BAD_ARGUMENTS);
-            else
-                e.rethrow();
+                e.addMessage("for database " + storage_def.engine->name);
+            throw;
         }
     }
     else
diff --git a/src/Databases/ya.make b/src/Databases/ya.make
index b4173057e03..e3c5daeb6bc 100644
--- a/src/Databases/ya.make
+++ b/src/Databases/ya.make
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     DatabaseAtomic.cpp
diff --git a/src/Databases/ya.make.in b/src/Databases/ya.make.in
index e48d0d1bda7..ce7cd88b272 100644
--- a/src/Databases/ya.make.in
+++ b/src/Databases/ya.make.in
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Dictionaries/FileDictionarySource.cpp b/src/Dictionaries/FileDictionarySource.cpp
index 18893a99f4e..82aea4cbb98 100644
--- a/src/Dictionaries/FileDictionarySource.cpp
+++ b/src/Dictionaries/FileDictionarySource.cpp
@@ -32,7 +32,7 @@ FileDictionarySource::FileDictionarySource(
     {
         const String user_files_path = context.getUserFilesPath();
         if (!startsWith(filepath, user_files_path))
-            throw Exception("File path " + filepath + " is not inside " + user_files_path, ErrorCodes::PATH_ACCESS_DENIED);
+            throw Exception(ErrorCodes::PATH_ACCESS_DENIED, "File path {} is not inside {}", filepath, user_files_path);
     }
 }
 
@@ -60,7 +60,7 @@ BlockInputStreamPtr FileDictionarySource::loadAll()
 
 std::string FileDictionarySource::toString() const
 {
-    return "File: " + filepath + ' ' + format;
+    return fmt::format("File: {}, {}", filepath, format);
 }
 
 
diff --git a/src/Dictionaries/SSDComplexKeyCacheDictionary.cpp b/src/Dictionaries/SSDComplexKeyCacheDictionary.cpp
index 44847df48ff..5ac821e5eda 100644
--- a/src/Dictionaries/SSDComplexKeyCacheDictionary.cpp
+++ b/src/Dictionaries/SSDComplexKeyCacheDictionary.cpp
@@ -1467,7 +1467,6 @@ void SSDComplexKeyCacheDictionary::getItemsNumberImpl(
 {
     assert(dict_struct.key);
     assert(key_columns.size() == key_types.size());
-    assert(key_columns.size() == dict_struct.key->size());
 
     dict_struct.validateKeyTypes(key_types);
 
diff --git a/src/Dictionaries/getDictionaryConfigurationFromAST.cpp b/src/Dictionaries/getDictionaryConfigurationFromAST.cpp
index b1962e48eea..430c1d591dd 100644
--- a/src/Dictionaries/getDictionaryConfigurationFromAST.cpp
+++ b/src/Dictionaries/getDictionaryConfigurationFromAST.cpp
@@ -172,7 +172,7 @@ Names getPrimaryKeyColumns(const ASTExpressionList * primary_key)
     for (size_t index = 0; index != children.size(); ++index)
     {
         const ASTIdentifier * key_part = children[index]->as<const ASTIdentifier>();
-        result.push_back(key_part->name);
+        result.push_back(key_part->name());
     }
     return result;
 }
@@ -367,7 +367,7 @@ void buildConfigurationFromFunctionWithKeyValueArguments(
 
         if (const auto * identifier = pair->second->as<const ASTIdentifier>(); identifier)
         {
-            AutoPtr<Text> value(doc->createTextNode(identifier->name));
+            AutoPtr<Text> value(doc->createTextNode(identifier->name()));
             current_xml_element->appendChild(value);
         }
         else if (const auto * literal = pair->second->as<const ASTLiteral>(); literal)
diff --git a/src/Dictionaries/ya.make b/src/Dictionaries/ya.make
index 485d8b0a16d..9edf156c015 100644
--- a/src/Dictionaries/ya.make
+++ b/src/Dictionaries/ya.make
@@ -12,7 +12,6 @@ PEERDIR(
 
 NO_COMPILER_WARNINGS()
 
-CFLAGS(-g0)
 
 SRCS(
     CacheDictionary.cpp
diff --git a/src/Dictionaries/ya.make.in b/src/Dictionaries/ya.make.in
index 3eb8e728643..2c0735d38a4 100644
--- a/src/Dictionaries/ya.make.in
+++ b/src/Dictionaries/ya.make.in
@@ -11,7 +11,6 @@ PEERDIR(
 
 NO_COMPILER_WARNINGS()
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -F Trie | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Disks/DiskDecorator.cpp b/src/Disks/DiskDecorator.cpp
index 7f2ea58d7cf..aaa54005f6f 100644
--- a/src/Disks/DiskDecorator.cpp
+++ b/src/Disks/DiskDecorator.cpp
@@ -180,4 +180,9 @@ void DiskDecorator::sync(int fd) const
     delegate->sync(fd);
 }
 
+Executor & DiskDecorator::getExecutor()
+{
+    return delegate->getExecutor();
+}
+
 }
diff --git a/src/Disks/DiskDecorator.h b/src/Disks/DiskDecorator.h
index f1ddfff4952..1ce3c3ea773 100644
--- a/src/Disks/DiskDecorator.h
+++ b/src/Disks/DiskDecorator.h
@@ -4,6 +4,10 @@
 
 namespace DB
 {
+
+/** Forwards all methods to another disk.
+  * Methods can be overridden by descendants.
+  */
 class DiskDecorator : public IDisk
 {
 public:
@@ -46,6 +50,7 @@ public:
     void close(int fd) const override;
     void sync(int fd) const override;
     const String getType() const override { return delegate->getType(); }
+    Executor & getExecutor() override;
 
 protected:
     DiskPtr delegate;
diff --git a/src/Disks/DiskSelector.h b/src/Disks/DiskSelector.h
index 3f19dfba381..5d023fe1fbc 100644
--- a/src/Disks/DiskSelector.h
+++ b/src/Disks/DiskSelector.h
@@ -23,8 +23,11 @@ public:
     DiskSelector(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, const Context & context);
     DiskSelector(const DiskSelector & from) : disks(from.disks) { }
 
-    DiskSelectorPtr
-    updateFromConfig(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, const Context & context) const;
+    DiskSelectorPtr updateFromConfig(
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        const Context & context
+    ) const;
 
     /// Get disk by name
     DiskPtr get(const String & name) const;
diff --git a/src/Disks/IDisk.h b/src/Disks/IDisk.h
index 688c1dfad42..ac0f5a2ae8f 100644
--- a/src/Disks/IDisk.h
+++ b/src/Disks/IDisk.h
@@ -195,10 +195,10 @@ public:
     /// Invoked when Global Context is shutdown.
     virtual void shutdown() { }
 
-private:
     /// Returns executor to perform asynchronous operations.
-    Executor & getExecutor() { return *executor; }
+    virtual Executor & getExecutor() { return *executor; }
 
+private:
     std::unique_ptr<Executor> executor;
 };
 
diff --git a/src/Disks/IVolume.cpp b/src/Disks/IVolume.cpp
index 95f03826591..ac277d962ed 100644
--- a/src/Disks/IVolume.cpp
+++ b/src/Disks/IVolume.cpp
@@ -9,7 +9,7 @@ namespace DB
 {
 namespace ErrorCodes
 {
-    extern const int EXCESSIVE_ELEMENT_IN_CONFIG;
+    extern const int NO_ELEMENTS_IN_CONFIG;
     extern const int INCONSISTENT_RESERVATIONS;
     extern const int NO_RESERVATIONS_PROVIDED;
     extern const int UNKNOWN_VOLUME_TYPE;
@@ -51,7 +51,7 @@ IVolume::IVolume(
     }
 
     if (disks.empty())
-        throw Exception("Volume must contain at least one disk.", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
+        throw Exception("Volume must contain at least one disk", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
 }
 
 UInt64 IVolume::getMaxUnreservedFreeSpace() const
diff --git a/src/Disks/IVolume.h b/src/Disks/IVolume.h
index eaf3bf1dbd4..c040d9d58e1 100644
--- a/src/Disks/IVolume.h
+++ b/src/Disks/IVolume.h
@@ -64,6 +64,12 @@ public:
     virtual DiskPtr getDisk(size_t i) const { return disks[i]; }
     const Disks & getDisks() const { return disks; }
 
+    /// Returns effective value of whether merges are allowed on this volume (true) or not (false).
+    virtual bool areMergesAvoided() const { return false; }
+
+    /// User setting for enabling and disabling merges on volume.
+    virtual void setAvoidMergesUserOverride(bool /*avoid*/) {}
+
 protected:
     Disks disks;
     const String name;
diff --git a/src/Disks/S3/ya.make b/src/Disks/S3/ya.make
index b32adee0d26..17425f6e69a 100644
--- a/src/Disks/S3/ya.make
+++ b/src/Disks/S3/ya.make
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     DiskS3.cpp
diff --git a/src/Disks/SingleDiskVolume.h b/src/Disks/SingleDiskVolume.h
index c441d4c2dd2..bade6041ea0 100644
--- a/src/Disks/SingleDiskVolume.h
+++ b/src/Disks/SingleDiskVolume.h
@@ -8,7 +8,7 @@ namespace DB
 class SingleDiskVolume : public IVolume
 {
 public:
-    SingleDiskVolume(const String & name_, DiskPtr disk): IVolume(name_, {disk})
+    SingleDiskVolume(const String & name_, DiskPtr disk, size_t max_data_part_size_ = 0): IVolume(name_, {disk}, max_data_part_size_)
     {
     }
 
diff --git a/src/Disks/StoragePolicy.cpp b/src/Disks/StoragePolicy.cpp
index 1aa20301bc0..2215615feda 100644
--- a/src/Disks/StoragePolicy.cpp
+++ b/src/Disks/StoragePolicy.cpp
@@ -11,6 +11,13 @@
 #include <Poco/File.h>
 
 
+namespace
+{
+    const auto DEFAULT_STORAGE_POLICY_NAME = "default";
+    const auto DEFAULT_VOLUME_NAME = "default";
+    const auto DEFAULT_DISK_NAME = "default";
+}
+
 namespace DB
 {
 
@@ -18,11 +25,14 @@ namespace ErrorCodes
 {
     extern const int BAD_ARGUMENTS;
     extern const int EXCESSIVE_ELEMENT_IN_CONFIG;
+    extern const int NO_ELEMENTS_IN_CONFIG;
     extern const int UNKNOWN_DISK;
     extern const int UNKNOWN_POLICY;
+    extern const int UNKNOWN_VOLUME;
     extern const int LOGICAL_ERROR;
 }
 
+
 StoragePolicy::StoragePolicy(
     String name_,
     const Poco::Util::AbstractConfiguration & config,
@@ -30,44 +40,42 @@ StoragePolicy::StoragePolicy(
     DiskSelectorPtr disks)
     : name(std::move(name_))
 {
-    String volumes_prefix = config_prefix + ".volumes";
-    if (!config.has(volumes_prefix))
-        throw Exception("StoragePolicy must contain at least one volume (.volumes)", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
-
     Poco::Util::AbstractConfiguration::Keys keys;
-    config.keys(volumes_prefix, keys);
+    String volumes_prefix = config_prefix + ".volumes";
+
+    if (!config.has(volumes_prefix))
+    {
+        if (name != DEFAULT_STORAGE_POLICY_NAME)
+            throw Exception("Storage policy " + backQuote(name) + " must contain at least one volume (.volumes)", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
+    }
+    else
+    {
+        config.keys(volumes_prefix, keys);
+    }
 
     for (const auto & attr_name : keys)
     {
         if (!std::all_of(attr_name.begin(), attr_name.end(), isWordCharASCII))
             throw Exception(
-                "Volume name can contain only alphanumeric and '_' (" + attr_name + ")", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
-        volumes.push_back(std::make_shared<VolumeJBOD>(attr_name, config, volumes_prefix + "." + attr_name, disks));
-        if (volumes_names.find(attr_name) != volumes_names.end())
-            throw Exception("Volumes names must be unique (" + attr_name + " duplicated)", ErrorCodes::UNKNOWN_POLICY);
-        volumes_names[attr_name] = volumes.size() - 1;
+                "Volume name can contain only alphanumeric and '_' in storage policy " + backQuote(name) + " (" + attr_name + ")", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
+        volumes.emplace_back(createVolumeFromConfig(attr_name, config, volumes_prefix + "." + attr_name, disks));
+    }
+
+    if (volumes.empty() && name == DEFAULT_STORAGE_POLICY_NAME)
+    {
+        auto default_volume = std::make_shared<VolumeJBOD>(DEFAULT_VOLUME_NAME, std::vector<DiskPtr>{disks->get(DEFAULT_DISK_NAME)}, 0, false);
+        volumes.emplace_back(std::move(default_volume));
     }
 
     if (volumes.empty())
-        throw Exception("StoragePolicy must contain at least one volume.", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
+        throw Exception("Storage policy " + backQuote(name) + " must contain at least one volume.", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
 
-    /// Check that disks are unique in Policy
-    std::set<String> disk_names;
-    for (const auto & volume : volumes)
-    {
-        for (const auto & disk : volume->getDisks())
-        {
-            if (disk_names.find(disk->getName()) != disk_names.end())
-                throw Exception(
-                    "Duplicate disk '" + disk->getName() + "' in storage policy '" + name + "'", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
-
-            disk_names.insert(disk->getName());
-        }
-    }
-
-    move_factor = config.getDouble(config_prefix + ".move_factor", 0.1);
+    const double default_move_factor = volumes.size() > 1 ? 0.1 : 0.0;
+    move_factor = config.getDouble(config_prefix + ".move_factor", default_move_factor);
     if (move_factor > 1)
-        throw Exception("Disk move factor have to be in [0., 1.] interval, but set to " + toString(move_factor), ErrorCodes::LOGICAL_ERROR);
+        throw Exception("Disk move factor have to be in [0., 1.] interval, but set to " + toString(move_factor) + " in storage policy " + backQuote(name), ErrorCodes::LOGICAL_ERROR);
+
+    buildVolumeIndices();
 }
 
 
@@ -75,16 +83,43 @@ StoragePolicy::StoragePolicy(String name_, Volumes volumes_, double move_factor_
     : volumes(std::move(volumes_)), name(std::move(name_)), move_factor(move_factor_)
 {
     if (volumes.empty())
-        throw Exception("StoragePolicy must contain at least one Volume.", ErrorCodes::UNKNOWN_POLICY);
+        throw Exception("Storage policy " + backQuote(name) + " must contain at least one Volume.", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
 
     if (move_factor > 1)
-        throw Exception("Disk move factor have to be in [0., 1.] interval, but set to " + toString(move_factor), ErrorCodes::LOGICAL_ERROR);
+        throw Exception("Disk move factor have to be in [0., 1.] interval, but set to " + toString(move_factor) + " in storage policy " + backQuote(name), ErrorCodes::LOGICAL_ERROR);
 
-    for (size_t i = 0; i < volumes.size(); ++i)
+    buildVolumeIndices();
+}
+
+
+StoragePolicy::StoragePolicy(const StoragePolicy & storage_policy,
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        DiskSelectorPtr disks)
+    : StoragePolicy(storage_policy.getName(), config, config_prefix, disks)
+{
+    for (auto & volume : volumes)
     {
-        if (volumes_names.find(volumes[i]->getName()) != volumes_names.end())
-            throw Exception("Volumes names must be unique (" + volumes[i]->getName() + " duplicated).", ErrorCodes::UNKNOWN_POLICY);
-        volumes_names[volumes[i]->getName()] = i;
+        if (storage_policy.volume_index_by_volume_name.count(volume->getName()) > 0)
+        {
+            auto old_volume = storage_policy.getVolumeByName(volume->getName());
+            try
+            {
+                auto new_volume = updateVolumeFromConfig(old_volume, config, config_prefix + ".volumes." + volume->getName(), disks);
+                volume = std::move(new_volume);
+            }
+            catch (Exception & e)
+            {
+                /// Default policies are allowed to be missed in configuration.
+                if (e.code() != ErrorCodes::NO_ELEMENTS_IN_CONFIG || storage_policy.getName() != DEFAULT_STORAGE_POLICY_NAME)
+                    throw;
+
+                Poco::Util::AbstractConfiguration::Keys keys;
+                config.keys(config_prefix, keys);
+                if (!keys.empty())
+                    throw;
+            }
+        }
     }
 }
 
@@ -93,20 +128,20 @@ bool StoragePolicy::isDefaultPolicy() const
 {
     /// Guessing if this policy is default, not 100% correct though.
 
-    if (getName() != "default")
+    if (getName() != DEFAULT_STORAGE_POLICY_NAME)
         return false;
 
     if (volumes.size() != 1)
         return false;
 
-    if (volumes[0]->getName() != "default")
+    if (volumes[0]->getName() != DEFAULT_VOLUME_NAME)
         return false;
 
     const auto & disks = volumes[0]->getDisks();
     if (disks.size() != 1)
         return false;
 
-    if (disks[0]->getName() != "default")
+    if (disks[0]->getName() != DEFAULT_DISK_NAME)
         return false;
 
     return true;
@@ -128,10 +163,10 @@ DiskPtr StoragePolicy::getAnyDisk() const
     /// StoragePolicy must contain at least one Volume
     /// Volume must contain at least one Disk
     if (volumes.empty())
-        throw Exception("StoragePolicy has no volumes. It's a bug.", ErrorCodes::LOGICAL_ERROR);
+        throw Exception("Storage policy " + backQuote(name) + " has no volumes. It's a bug.", ErrorCodes::LOGICAL_ERROR);
 
     if (volumes[0]->getDisks().empty())
-        throw Exception("Volume '" + volumes[0]->getName() + "' has no disks. It's a bug.", ErrorCodes::LOGICAL_ERROR);
+        throw Exception("Volume " + backQuote(name) + "." + backQuote(volumes[0]->getName()) + " has no disks. It's a bug.", ErrorCodes::LOGICAL_ERROR);
 
     return volumes[0]->getDisks()[0];
 }
@@ -195,6 +230,24 @@ ReservationPtr StoragePolicy::makeEmptyReservationOnLargestDisk() const
 }
 
 
+VolumePtr StoragePolicy::getVolume(size_t index) const
+{
+    if (index < volume_index_by_volume_name.size())
+        return volumes[index];
+    else
+        throw Exception("No volume with index " + std::to_string(index) + " in storage policy " + backQuote(name), ErrorCodes::UNKNOWN_VOLUME);
+}
+
+
+VolumePtr StoragePolicy::getVolumeByName(const String & volume_name) const
+{
+    auto it = volume_index_by_volume_name.find(volume_name);
+    if (it == volume_index_by_volume_name.end())
+        throw Exception("No such volume " + backQuote(volume_name) + " in storage policy " + backQuote(name), ErrorCodes::UNKNOWN_VOLUME);
+    return getVolume(it->second);
+}
+
+
 void StoragePolicy::checkCompatibleWith(const StoragePolicyPtr & new_storage_policy) const
 {
     std::unordered_set<String> new_volume_names;
@@ -204,7 +257,7 @@ void StoragePolicy::checkCompatibleWith(const StoragePolicyPtr & new_storage_pol
     for (const auto & volume : getVolumes())
     {
         if (new_volume_names.count(volume->getName()) == 0)
-            throw Exception("New storage policy shall contain volumes of old one", ErrorCodes::BAD_ARGUMENTS);
+            throw Exception("New storage policy " + backQuote(name) + " shall contain volumes of old one", ErrorCodes::BAD_ARGUMENTS);
 
         std::unordered_set<String> new_disk_names;
         for (const auto & disk : new_storage_policy->getVolumeByName(volume->getName())->getDisks())
@@ -212,24 +265,56 @@ void StoragePolicy::checkCompatibleWith(const StoragePolicyPtr & new_storage_pol
 
         for (const auto & disk : volume->getDisks())
             if (new_disk_names.count(disk->getName()) == 0)
-                throw Exception("New storage policy shall contain disks of old one", ErrorCodes::BAD_ARGUMENTS);
+                throw Exception("New storage policy " + backQuote(name) + " shall contain disks of old one", ErrorCodes::BAD_ARGUMENTS);
     }
 }
 
 
 size_t StoragePolicy::getVolumeIndexByDisk(const DiskPtr & disk_ptr) const
 {
-    for (size_t i = 0; i < volumes.size(); ++i)
-    {
-        const auto & volume = volumes[i];
-        for (const auto & disk : volume->getDisks())
-            if (disk->getName() == disk_ptr->getName())
-                return i;
-    }
-    throw Exception("No disk " + disk_ptr->getName() + " in policy " + name, ErrorCodes::UNKNOWN_DISK);
+    auto it = volume_index_by_disk_name.find(disk_ptr->getName());
+    if (it != volume_index_by_disk_name.end())
+        return it->second;
+    else
+        throw Exception("No disk " + backQuote(disk_ptr->getName()) + " in policy " + backQuote(name), ErrorCodes::UNKNOWN_DISK);
 }
 
 
+void StoragePolicy::buildVolumeIndices()
+{
+    for (size_t index = 0; index < volumes.size(); ++index)
+    {
+        const VolumePtr & volume = volumes[index];
+
+        if (volume_index_by_volume_name.find(volume->getName()) != volume_index_by_volume_name.end())
+            throw Exception("Volume names must be unique in storage policy "
+                    + backQuote(name) + " (" + backQuote(volume->getName()) + " is duplicated)"
+                , ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
+
+        volume_index_by_volume_name[volume->getName()] = index;
+
+        for (const auto & disk : volume->getDisks())
+        {
+            const String & disk_name = disk->getName();
+
+            if (volume_index_by_disk_name.find(disk_name) != volume_index_by_disk_name.end())
+                throw Exception("Disk names must be unique in storage policy "
+                        + backQuote(name) + " (" + backQuote(disk_name) + " is duplicated)"
+                    , ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
+
+            volume_index_by_disk_name[disk_name] = index;
+        }
+    }
+}
+
+bool StoragePolicy::hasAnyVolumeWithDisabledMerges() const
+{
+    for (const auto & volume : volumes)
+        if (volume->areMergesAvoided())
+            return true;
+    return false;
+}
+
 StoragePolicySelector::StoragePolicySelector(
     const Poco::Util::AbstractConfiguration & config,
     const String & config_prefix,
@@ -242,44 +327,40 @@ StoragePolicySelector::StoragePolicySelector(
     {
         if (!std::all_of(name.begin(), name.end(), isWordCharASCII))
             throw Exception(
-                "StoragePolicy name can contain only alphanumeric and '_' (" + name + ")", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
+                "Storage policy name can contain only alphanumeric and '_' (" + backQuote(name) + ")", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
 
         policies.emplace(name, std::make_shared<StoragePolicy>(name, config, config_prefix + "." + name, disks));
         LOG_INFO(&Poco::Logger::get("StoragePolicySelector"), "Storage policy {} loaded", backQuote(name));
     }
 
-    constexpr auto default_storage_policy_name = "default";
-    constexpr auto default_volume_name = "default";
-    constexpr auto default_disk_name = "default";
-
-    /// Add default policy if it's not specified explicetly
-    if (policies.find(default_storage_policy_name) == policies.end())
+    /// Add default policy if it isn't explicitly specified.
+    if (policies.find(DEFAULT_STORAGE_POLICY_NAME) == policies.end())
     {
-        auto default_volume = std::make_shared<VolumeJBOD>(default_volume_name, std::vector<DiskPtr>{disks->get(default_disk_name)}, 0);
-
-        auto default_policy = std::make_shared<StoragePolicy>(default_storage_policy_name, Volumes{default_volume}, 0.0);
-        policies.emplace(default_storage_policy_name, default_policy);
+        auto default_policy = std::make_shared<StoragePolicy>(DEFAULT_STORAGE_POLICY_NAME, config, config_prefix + "." + DEFAULT_STORAGE_POLICY_NAME, disks);
+        policies.emplace(DEFAULT_STORAGE_POLICY_NAME, std::move(default_policy));
     }
 }
 
 
 StoragePolicySelectorPtr StoragePolicySelector::updateFromConfig(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, DiskSelectorPtr disks) const
 {
-    Poco::Util::AbstractConfiguration::Keys keys;
-    config.keys(config_prefix, keys);
-
     std::shared_ptr<StoragePolicySelector> result = std::make_shared<StoragePolicySelector>(config, config_prefix, disks);
 
-    constexpr auto default_storage_policy_name = "default";
-
+    /// First pass, check.
     for (const auto & [name, policy] : policies)
     {
-        if (name != default_storage_policy_name && result->policies.count(name) == 0)
+        if (result->policies.count(name) == 0)
             throw Exception("Storage policy " + backQuote(name) + " is missing in new configuration", ErrorCodes::BAD_ARGUMENTS);
 
         policy->checkCompatibleWith(result->policies[name]);
     }
 
+    /// Second pass, load.
+    for (const auto & [name, policy] : policies)
+    {
+        result->policies[name] = std::make_shared<StoragePolicy>(*policy, config, config_prefix + "." + name, disks);
+    }
+
     return result;
 }
 
@@ -288,7 +369,7 @@ StoragePolicyPtr StoragePolicySelector::get(const String & name) const
 {
     auto it = policies.find(name);
     if (it == policies.end())
-        throw Exception("Unknown StoragePolicy " + name, ErrorCodes::UNKNOWN_POLICY);
+        throw Exception("Unknown storage policy " + backQuote(name), ErrorCodes::UNKNOWN_POLICY);
 
     return it->second;
 }
diff --git a/src/Disks/StoragePolicy.h b/src/Disks/StoragePolicy.h
index 0e0795d8bf1..fc45ed3ed06 100644
--- a/src/Disks/StoragePolicy.h
+++ b/src/Disks/StoragePolicy.h
@@ -14,6 +14,7 @@
 
 #include <memory>
 #include <mutex>
+#include <unordered_map>
 #include <unistd.h>
 #include <boost/noncopyable.hpp>
 #include <Poco/Util/AbstractConfiguration.h>
@@ -36,6 +37,13 @@ public:
 
     StoragePolicy(String name_, Volumes volumes_, double move_factor_);
 
+    StoragePolicy(
+        const StoragePolicy & storage_policy,
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        DiskSelectorPtr disks
+    );
+
     bool isDefaultPolicy() const;
 
     /// Returns disks ordered by volumes priority
@@ -72,29 +80,29 @@ public:
     /// which should be kept with help of background moves
     double getMoveFactor() const { return move_factor; }
 
-    /// Get volume by index from storage_policy
-    VolumePtr getVolume(size_t i) const { return (i < volumes_names.size() ? volumes[i] : VolumePtr()); }
+    /// Get volume by index.
+    VolumePtr getVolume(size_t index) const;
 
-    VolumePtr getVolumeByName(const String & volume_name) const
-    {
-        auto it = volumes_names.find(volume_name);
-        if (it == volumes_names.end())
-            return {};
-        return getVolume(it->second);
-    }
+    VolumePtr getVolumeByName(const String & volume_name) const;
 
     /// Checks if storage policy can be replaced by another one.
     void checkCompatibleWith(const StoragePolicyPtr & new_storage_policy) const;
 
+    /// Check if we have any volume with stopped merges
+    bool hasAnyVolumeWithDisabledMerges() const;
+
 private:
     Volumes volumes;
     const String name;
-    std::map<String, size_t> volumes_names;
+    std::unordered_map<String, size_t> volume_index_by_volume_name;
+    std::unordered_map<String, size_t> volume_index_by_disk_name;
 
     /// move_factor from interval [0., 1.]
     /// We move something if disk from this policy
     /// filled more than total_size * move_factor
     double move_factor = 0.1; /// by default move factor is 10%
+
+    void buildVolumeIndices();
 };
 
 
diff --git a/src/Disks/VolumeJBOD.cpp b/src/Disks/VolumeJBOD.cpp
index 3ac8a50acfb..e5905f77db3 100644
--- a/src/Disks/VolumeJBOD.cpp
+++ b/src/Disks/VolumeJBOD.cpp
@@ -56,11 +56,23 @@ VolumeJBOD::VolumeJBOD(
 
     /// Default value is 'true' due to backward compatibility.
     perform_ttl_move_on_insert = config.getBool(config_prefix + ".perform_ttl_move_on_insert", true);
+
+    are_merges_avoided = config.getBool(config_prefix + ".prefer_not_to_merge", false);
+}
+
+VolumeJBOD::VolumeJBOD(const VolumeJBOD & volume_jbod,
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        DiskSelectorPtr disk_selector)
+    : VolumeJBOD(volume_jbod.name, config, config_prefix, disk_selector)
+{
+    are_merges_avoided_user_override = volume_jbod.are_merges_avoided_user_override.load(std::memory_order_relaxed);
+    last_used = volume_jbod.last_used.load(std::memory_order_relaxed);
 }
 
 DiskPtr VolumeJBOD::getDisk(size_t /* index */) const
 {
-    size_t start_from = last_used.fetch_add(1u, std::memory_order_relaxed);
+    size_t start_from = last_used.fetch_add(1u, std::memory_order_acq_rel);
     size_t index = start_from % disks.size();
     return disks[index];
 }
@@ -73,7 +85,7 @@ ReservationPtr VolumeJBOD::reserve(UInt64 bytes)
     if (max_data_part_size != 0 && bytes > max_data_part_size)
         return {};
 
-    size_t start_from = last_used.fetch_add(1u, std::memory_order_relaxed);
+    size_t start_from = last_used.fetch_add(1u, std::memory_order_acq_rel);
     size_t disks_num = disks.size();
     for (size_t i = 0; i < disks_num; ++i)
     {
@@ -87,4 +99,19 @@ ReservationPtr VolumeJBOD::reserve(UInt64 bytes)
     return {};
 }
 
+bool VolumeJBOD::areMergesAvoided() const
+{
+    auto are_merges_avoided_user_override_value = are_merges_avoided_user_override.load(std::memory_order_acquire);
+    if (are_merges_avoided_user_override_value)
+        return *are_merges_avoided_user_override_value;
+    else
+        return are_merges_avoided;
+}
+
+void VolumeJBOD::setAvoidMergesUserOverride(bool avoid)
+{
+    are_merges_avoided_user_override.store(avoid, std::memory_order_release);
+}
+
+
 }
diff --git a/src/Disks/VolumeJBOD.h b/src/Disks/VolumeJBOD.h
index 52eb2f00721..621125f1109 100644
--- a/src/Disks/VolumeJBOD.h
+++ b/src/Disks/VolumeJBOD.h
@@ -1,10 +1,19 @@
 #pragma once
 
+#include <memory>
+#include <optional>
+
 #include <Disks/IVolume.h>
 
+
 namespace DB
 {
 
+class VolumeJBOD;
+
+using VolumeJBODPtr = std::shared_ptr<VolumeJBOD>;
+using VolumesJBOD = std::vector<VolumeJBODPtr>;
+
 /**
  * Implements something similar to JBOD (https://en.wikipedia.org/wiki/Non-RAID_drive_architectures#JBOD).
  * When MergeTree engine wants to write part — it requests VolumeJBOD to reserve space on the next available
@@ -13,8 +22,9 @@ namespace DB
 class VolumeJBOD : public IVolume
 {
 public:
-    VolumeJBOD(String name_, Disks disks_, UInt64 max_data_part_size_)
+    VolumeJBOD(String name_, Disks disks_, UInt64 max_data_part_size_, bool are_merges_avoided_)
         : IVolume(name_, disks_, max_data_part_size_)
+        , are_merges_avoided(are_merges_avoided_)
     {
     }
 
@@ -25,6 +35,13 @@ public:
         DiskSelectorPtr disk_selector
     );
 
+    VolumeJBOD(
+        const VolumeJBOD & volume_jbod,
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        DiskSelectorPtr disk_selector
+    );
+
     VolumeType getType() const override { return VolumeType::JBOD; }
 
     /// Always returns next disk (round-robin), ignores argument.
@@ -38,11 +55,19 @@ public:
     /// Returns valid reservation or nullptr if there is no space left on any disk.
     ReservationPtr reserve(UInt64 bytes) override;
 
+    bool areMergesAvoided() const override;
+
+    void setAvoidMergesUserOverride(bool avoid) override;
+
+    /// True if parts on this volume participate in merges according to configuration.
+    bool are_merges_avoided = true;
+
 private:
+    /// Index of last used disk.
     mutable std::atomic<size_t> last_used = 0;
+
+    /// True if parts on this volume participate in merges according to START/STOP MERGES ON VOLUME.
+    std::atomic<std::optional<bool>> are_merges_avoided_user_override{std::nullopt};
 };
 
-using VolumeJBODPtr = std::shared_ptr<VolumeJBOD>;
-using VolumesJBOD = std::vector<VolumeJBODPtr>;
-
 }
diff --git a/src/Disks/VolumeRAID1.h b/src/Disks/VolumeRAID1.h
index 58cb5bd2623..f6f2d245a49 100644
--- a/src/Disks/VolumeRAID1.h
+++ b/src/Disks/VolumeRAID1.h
@@ -3,18 +3,23 @@
 #include <Disks/createVolume.h>
 #include <Disks/VolumeJBOD.h>
 
+
 namespace DB
 {
 
-/// Volume which reserserves space on each underlying disk.
+class VolumeRAID1;
+
+using VolumeRAID1Ptr = std::shared_ptr<VolumeRAID1>;
+
+/// Volume which reserves space on each underlying disk.
 ///
 /// NOTE: Just interface implementation, doesn't used in codebase,
 /// also not available for user.
 class VolumeRAID1 : public VolumeJBOD
 {
 public:
-    VolumeRAID1(String name_, Disks disks_, UInt64 max_data_part_size_)
-        : VolumeJBOD(name_, disks_, max_data_part_size_)
+    VolumeRAID1(String name_, Disks disks_, UInt64 max_data_part_size_, bool are_merges_avoided_in_config_)
+        : VolumeJBOD(name_, disks_, max_data_part_size_, are_merges_avoided_in_config_)
     {
     }
 
@@ -27,11 +32,18 @@ public:
     {
     }
 
+    VolumeRAID1(
+        VolumeRAID1 & volume_raid1,
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        DiskSelectorPtr disk_selector)
+        : VolumeJBOD(volume_raid1, config, config_prefix, disk_selector)
+    {
+    }
+
     VolumeType getType() const override { return VolumeType::RAID1; }
 
     ReservationPtr reserve(UInt64 bytes) override;
 };
 
-using VolumeRAID1Ptr = std::shared_ptr<VolumeRAID1>;
-
 }
diff --git a/src/Disks/createVolume.cpp b/src/Disks/createVolume.cpp
index 90ed333406e..a290a1d3db3 100644
--- a/src/Disks/createVolume.cpp
+++ b/src/Disks/createVolume.cpp
@@ -12,6 +12,7 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int UNKNOWN_RAID_TYPE;
+    extern const int INVALID_RAID_TYPE;
 }
 
 VolumePtr createVolumeFromReservation(const ReservationPtr & reservation, VolumePtr other_volume)
@@ -20,12 +21,12 @@ VolumePtr createVolumeFromReservation(const ReservationPtr & reservation, Volume
     {
         /// Since reservation on JBOD chooses one of disks and makes reservation there, volume
         /// for such type of reservation will be with one disk.
-        return std::make_shared<SingleDiskVolume>(other_volume->getName(), reservation->getDisk());
+        return std::make_shared<SingleDiskVolume>(other_volume->getName(), reservation->getDisk(), other_volume->max_data_part_size);
     }
     if (other_volume->getType() == VolumeType::RAID1)
     {
         auto volume = std::dynamic_pointer_cast<VolumeRAID1>(other_volume);
-        return std::make_shared<VolumeRAID1>(volume->getName(), reservation->getDisks(), volume->max_data_part_size);
+        return std::make_shared<VolumeRAID1>(volume->getName(), reservation->getDisks(), volume->max_data_part_size, volume->are_merges_avoided);
     }
     return nullptr;
 }
@@ -37,17 +38,31 @@ VolumePtr createVolumeFromConfig(
     DiskSelectorPtr disk_selector
 )
 {
-    auto has_raid_type = config.has(config_prefix + ".raid_type");
-    if (!has_raid_type)
-    {
-        return std::make_shared<VolumeJBOD>(name, config, config_prefix, disk_selector);
-    }
-    String raid_type = config.getString(config_prefix + ".raid_type");
+    String raid_type = config.getString(config_prefix + ".raid_type", "JBOD");
     if (raid_type == "JBOD")
     {
         return std::make_shared<VolumeJBOD>(name, config, config_prefix, disk_selector);
     }
-    throw Exception("Unknown raid type '" + raid_type + "'", ErrorCodes::UNKNOWN_RAID_TYPE);
+    throw Exception("Unknown RAID type '" + raid_type + "'", ErrorCodes::UNKNOWN_RAID_TYPE);
+}
+
+VolumePtr updateVolumeFromConfig(
+    VolumePtr volume,
+    const Poco::Util::AbstractConfiguration & config,
+    const String & config_prefix,
+    DiskSelectorPtr & disk_selector
+)
+{
+    String raid_type = config.getString(config_prefix + ".raid_type", "JBOD");
+    if (raid_type == "JBOD")
+    {
+        VolumeJBODPtr volume_jbod = std::dynamic_pointer_cast<VolumeJBOD>(volume);
+        if (!volume_jbod)
+            throw Exception("Invalid RAID type '" + raid_type + "', shall be JBOD", ErrorCodes::INVALID_RAID_TYPE);
+
+        return std::make_shared<VolumeJBOD>(*volume_jbod, config, config_prefix, disk_selector);
+    }
+    throw Exception("Unknown RAID type '" + raid_type + "'", ErrorCodes::UNKNOWN_RAID_TYPE);
 }
 
 }
diff --git a/src/Disks/createVolume.h b/src/Disks/createVolume.h
index 64f5e73181b..479501759d1 100644
--- a/src/Disks/createVolume.h
+++ b/src/Disks/createVolume.h
@@ -6,6 +6,7 @@ namespace DB
 {
 
 VolumePtr createVolumeFromReservation(const ReservationPtr & reservation, VolumePtr other_volume);
+
 VolumePtr createVolumeFromConfig(
     String name_,
     const Poco::Util::AbstractConfiguration & config,
@@ -13,4 +14,11 @@ VolumePtr createVolumeFromConfig(
     DiskSelectorPtr disk_selector
 );
 
+VolumePtr updateVolumeFromConfig(
+    VolumePtr volume,
+    const Poco::Util::AbstractConfiguration & config,
+    const String & config_prefix,
+    DiskSelectorPtr & disk_selector
+);
+
 }
diff --git a/src/Disks/ya.make b/src/Disks/ya.make
index f01348ff945..d14bc0d05c8 100644
--- a/src/Disks/ya.make
+++ b/src/Disks/ya.make
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     createVolume.cpp
diff --git a/src/Disks/ya.make.in b/src/Disks/ya.make.in
index 9ed04e23f83..ee13bb272cd 100644
--- a/src/Disks/ya.make.in
+++ b/src/Disks/ya.make.in
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -F S3 | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Formats/FormatFactory.cpp b/src/Formats/FormatFactory.cpp
index 6707653a84a..4dc5b816420 100644
--- a/src/Formats/FormatFactory.cpp
+++ b/src/Formats/FormatFactory.cpp
@@ -49,6 +49,7 @@ static FormatSettings getInputFormatSetting(const Settings & settings, const Con
     format_settings.csv.allow_double_quotes = settings.format_csv_allow_double_quotes;
     format_settings.csv.unquoted_null_literal_as_null = settings.input_format_csv_unquoted_null_literal_as_null;
     format_settings.csv.empty_as_default = settings.input_format_defaults_for_omitted_fields;
+    format_settings.csv.input_format_enum_as_number = settings.input_format_csv_enum_as_number;
     format_settings.null_as_default = settings.input_format_null_as_default;
     format_settings.values.interpret_expressions = settings.input_format_values_interpret_expressions;
     format_settings.values.deduce_templates_of_expressions = settings.input_format_values_deduce_templates_of_expressions;
@@ -63,6 +64,7 @@ static FormatSettings getInputFormatSetting(const Settings & settings, const Con
     format_settings.template_settings.row_format = settings.format_template_row;
     format_settings.template_settings.row_between_delimiter = settings.format_template_rows_between_delimiter;
     format_settings.tsv.empty_as_default = settings.input_format_tsv_empty_as_default;
+    format_settings.tsv.input_format_enum_as_number = settings.input_format_tsv_enum_as_number;
     format_settings.schema.format_schema = settings.format_schema;
     format_settings.schema.format_schema_path = context.getFormatSchemaPath();
     format_settings.schema.is_server = context.hasGlobalContext() && (context.getGlobalContext().getApplicationType() == Context::ApplicationType::SERVER);
diff --git a/src/Formats/FormatSettings.h b/src/Formats/FormatSettings.h
index 20c8a032231..8d7c3cdb49f 100644
--- a/src/Formats/FormatSettings.h
+++ b/src/Formats/FormatSettings.h
@@ -34,6 +34,7 @@ struct FormatSettings
         bool unquoted_null_literal_as_null = false;
         bool empty_as_default = false;
         bool crlf_end_of_line = false;
+        bool input_format_enum_as_number = false;
     };
 
     CSV csv;
@@ -81,6 +82,7 @@ struct FormatSettings
         bool empty_as_default = false;
         bool crlf_end_of_line = false;
         String null_representation = "\\N";
+        bool input_format_enum_as_number = false;
     };
 
     TSV tsv;
diff --git a/src/Formats/ya.make b/src/Formats/ya.make
index b4f7b073e21..8e797de39f8 100644
--- a/src/Formats/ya.make
+++ b/src/Formats/ya.make
@@ -7,7 +7,6 @@ PEERDIR(
     contrib/libs/protoc
 )
 
-CFLAGS(-g0)
 
 SRCS(
     FormatFactory.cpp
diff --git a/src/Formats/ya.make.in b/src/Formats/ya.make.in
index 51c8bfde2f8..f7d03e7b00f 100644
--- a/src/Formats/ya.make.in
+++ b/src/Formats/ya.make.in
@@ -6,7 +6,6 @@ PEERDIR(
     contrib/libs/protoc
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Functions/CustomWeekTransforms.h b/src/Functions/CustomWeekTransforms.h
index 18bd8154a0d..53baaff8db9 100644
--- a/src/Functions/CustomWeekTransforms.h
+++ b/src/Functions/CustomWeekTransforms.h
@@ -92,7 +92,7 @@ struct ToStartOfWeekImpl
 template <typename FromType, typename ToType, typename Transform>
 struct Transformer
 {
-    Transformer(Transform transform_)
+    explicit Transformer(Transform transform_)
         : transform(std::move(transform_))
     {}
 
@@ -116,29 +116,29 @@ template <typename FromDataType, typename ToDataType>
 struct CustomWeekTransformImpl
 {
     template <typename Transform>
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/, Transform transform = {})
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/, Transform transform = {})
     {
         const auto op = Transformer<typename FromDataType::FieldType, typename ToDataType::FieldType, Transform>{std::move(transform)};
 
         UInt8 week_mode = DEFAULT_WEEK_MODE;
         if (arguments.size() > 1)
         {
-            if (const auto week_mode_column = checkAndGetColumnConst<ColumnUInt8>(columns[arguments[1]].column.get()))
+            if (const auto * week_mode_column = checkAndGetColumnConst<ColumnUInt8>(arguments[1].column.get()))
                 week_mode = week_mode_column->getValue<UInt8>();
         }
 
-        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(columns, arguments, 2, 0);
-        const ColumnPtr source_col = columns[arguments[0]].column;
+        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(arguments, 2, 0);
+        const ColumnPtr source_col = arguments[0].column;
         if (const auto * sources = checkAndGetColumn<typename FromDataType::ColumnType>(source_col.get()))
         {
             auto col_to = ToDataType::ColumnType::create();
             op.vector(sources->getData(), col_to->getData(), week_mode, time_zone);
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
         {
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function "
+                "Illegal column " + arguments[0].column->getName() + " of first argument of function "
                     + Transform::name,
                 ErrorCodes::ILLEGAL_COLUMN);
         }
diff --git a/src/Functions/DateTimeTransforms.h b/src/Functions/DateTimeTransforms.h
index bfbb39ef8e7..52cc43c3847 100644
--- a/src/Functions/DateTimeTransforms.h
+++ b/src/Functions/DateTimeTransforms.h
@@ -683,25 +683,25 @@ struct Transformer
 template <typename FromDataType, typename ToDataType, typename Transform>
 struct DateTimeTransformImpl
 {
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/, const Transform & transform = {})
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/, const Transform & transform = {})
     {
         using Op = Transformer<typename FromDataType::FieldType, typename ToDataType::FieldType, Transform>;
 
-        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(columns, arguments, 1, 0);
+        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(arguments, 1, 0);
 
-        const ColumnPtr source_col = columns[arguments[0]].column;
+        const ColumnPtr source_col = arguments[0].column;
         if (const auto * sources = checkAndGetColumn<typename FromDataType::ColumnType>(source_col.get()))
         {
-            auto mutable_result_col = columns[result].type->createColumn();
+            auto mutable_result_col = result_type->createColumn();
             auto * col_to = assert_cast<typename ToDataType::ColumnType *>(mutable_result_col.get());
 
             Op::vector(sources->getData(), col_to->getData(), time_zone, transform);
 
-            columns[result].column = std::move(mutable_result_col);
+            return mutable_result_col;
         }
         else
         {
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of first argument of function " + Transform::name,
                 ErrorCodes::ILLEGAL_COLUMN);
         }
diff --git a/src/Functions/FunctionBase64Conversion.h b/src/Functions/FunctionBase64Conversion.h
index aa336fc5a3a..adc131053e2 100644
--- a/src/Functions/FunctionBase64Conversion.h
+++ b/src/Functions/FunctionBase64Conversion.h
@@ -91,14 +91,14 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr column_string = columns[arguments[0]].column;
+        const ColumnPtr column_string = arguments[0].column;
         const ColumnString * input = checkAndGetColumn<ColumnString>(column_string.get());
 
         if (!input)
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
         auto dst_column = ColumnString::create();
@@ -111,9 +111,9 @@ public:
 
         const ColumnString::Offsets & src_offsets = input->getOffsets();
 
-        auto source = input->getChars().data();
-        auto dst = dst_data.data();
-        auto dst_pos = dst;
+        const auto * source = input->getChars().data();
+        auto * dst = dst_data.data();
+        auto * dst_pos = dst;
 
         size_t src_offset_prev = 0;
 
@@ -141,7 +141,7 @@ public:
                 {
                     // during decoding character array can be partially polluted
                     // if fail, revert back and clean
-                    auto savepoint = dst_pos;
+                    auto * savepoint = dst_pos;
                     outlen = _tb64d(reinterpret_cast<const uint8_t *>(source), srclen, reinterpret_cast<uint8_t *>(dst_pos));
                     if (!outlen)
                     {
@@ -166,7 +166,7 @@ public:
 
         dst_data.resize(dst_pos - dst);
 
-        columns[result].column = std::move(dst_column);
+        return dst_column;
     }
 };
 }
diff --git a/src/Functions/FunctionBinaryArithmetic.h b/src/Functions/FunctionBinaryArithmetic.h
index 750fdd0d507..43ff42956cd 100644
--- a/src/Functions/FunctionBinaryArithmetic.h
+++ b/src/Functions/FunctionBinaryArithmetic.h
@@ -326,7 +326,7 @@ struct DecimalBinaryOperation
     }
 
 private:
-    /// there's implicit type convertion here
+    /// there's implicit type conversion here
     static NativeResultType apply(NativeResultType a, NativeResultType b)
     {
         if constexpr (can_overflow && check_overflow)
@@ -613,17 +613,17 @@ class FunctionBinaryArithmetic : public IFunction
     }
 
     /// Multiply aggregation state by integer constant: by merging it with itself specified number of times.
-    void executeAggregateMultiply(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeAggregateMultiply(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const
     {
-        ColumnNumbers new_arguments = arguments;
-        if (WhichDataType(columns[new_arguments[1]].type).isAggregateFunction())
+        ColumnsWithTypeAndName new_arguments = arguments;
+        if (WhichDataType(new_arguments[1].type).isAggregateFunction())
             std::swap(new_arguments[0], new_arguments[1]);
 
-        if (!isColumnConst(*columns[new_arguments[1]].column))
-            throw Exception{"Illegal column " + columns[new_arguments[1]].column->getName()
+        if (!isColumnConst(*new_arguments[1].column))
+            throw Exception{"Illegal column " + new_arguments[1].column->getName()
                 + " of argument of aggregation state multiply. Should be integer constant", ErrorCodes::ILLEGAL_COLUMN};
 
-        const IColumn & agg_state_column = *columns[new_arguments[0]].column;
+        const IColumn & agg_state_column = *new_arguments[0].column;
         bool agg_state_is_const = isColumnConst(agg_state_column);
         const ColumnAggregateFunction & column = typeid_cast<const ColumnAggregateFunction &>(
             agg_state_is_const ? assert_cast<const ColumnConst &>(agg_state_column).getDataColumn() : agg_state_column);
@@ -647,7 +647,7 @@ class FunctionBinaryArithmetic : public IFunction
         auto & vec_to = column_to->getData();
         auto & vec_from = column_from->getData();
 
-        UInt64 m = typeid_cast<const ColumnConst *>(columns[new_arguments[1]].column.get())->getValue<UInt64>();
+        UInt64 m = typeid_cast<const ColumnConst *>(new_arguments[1].column.get())->getValue<UInt64>();
 
         // Since we merge the function states by ourselves, we have to have an
         // Arena for this. Pass it to the resulting column so that the arena
@@ -674,16 +674,16 @@ class FunctionBinaryArithmetic : public IFunction
         }
 
         if (agg_state_is_const)
-            columns[result].column = ColumnConst::create(std::move(column_to), input_rows_count);
+            return ColumnConst::create(std::move(column_to), input_rows_count);
         else
-            columns[result].column = std::move(column_to);
+            return column_to;
     }
 
     /// Merge two aggregation states together.
-    void executeAggregateAddition(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeAggregateAddition(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const
     {
-        const IColumn & lhs_column = *columns[arguments[0]].column;
-        const IColumn & rhs_column = *columns[arguments[1]].column;
+        const IColumn & lhs_column = *arguments[0].column;
+        const IColumn & rhs_column = *arguments[1].column;
 
         bool lhs_is_const = isColumnConst(lhs_column);
         bool rhs_is_const = isColumnConst(rhs_column);
@@ -707,37 +707,33 @@ class FunctionBinaryArithmetic : public IFunction
         }
 
         if (lhs_is_const && rhs_is_const)
-            columns[result].column = ColumnConst::create(std::move(column_to), input_rows_count);
+            return ColumnConst::create(std::move(column_to), input_rows_count);
         else
-            columns[result].column = std::move(column_to);
+            return column_to;
     }
 
-    void executeDateTimeIntervalPlusMinus(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments,
-                                          size_t result, size_t input_rows_count, const FunctionOverloadResolverPtr & function_builder) const
+    ColumnPtr executeDateTimeIntervalPlusMinus(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
+                                               size_t input_rows_count, const FunctionOverloadResolverPtr & function_builder) const
     {
-        ColumnNumbers new_arguments = arguments;
+        ColumnsWithTypeAndName new_arguments = arguments;
 
         /// Interval argument must be second.
-        if (WhichDataType(columns[arguments[1]].type).isDateOrDateTime())
+        if (WhichDataType(arguments[1].type).isDateOrDateTime())
             std::swap(new_arguments[0], new_arguments[1]);
 
         /// Change interval argument type to its representation
-        ColumnsWithTypeAndName new_columns = columns;
-        new_columns[new_arguments[1]].type = std::make_shared<DataTypeNumber<DataTypeInterval::FieldType>>();
+        new_arguments[1].type = std::make_shared<DataTypeNumber<DataTypeInterval::FieldType>>();
 
-        ColumnsWithTypeAndName new_arguments_with_type_and_name =
-                {new_columns[new_arguments[0]], new_columns[new_arguments[1]]};
-        auto function = function_builder->build(new_arguments_with_type_and_name);
+        auto function = function_builder->build(new_arguments);
 
-        function->execute(new_columns, new_arguments, result, input_rows_count);
-        columns[result].column = new_columns[result].column;
+        return function->execute(new_arguments, result_type, input_rows_count);
     }
 
 public:
     static constexpr auto name = Name::name;
     static FunctionPtr create(const Context & context) { return std::make_shared<FunctionBinaryArithmetic>(context); }
 
-    FunctionBinaryArithmetic(const Context & context_)
+    explicit FunctionBinaryArithmetic(const Context & context_)
     :   context(context_),
         check_decimal_overflow(decimalCheckArithmeticOverflow(context))
     {}
@@ -790,7 +786,7 @@ public:
             new_arguments[1].type = std::make_shared<DataTypeNumber<DataTypeInterval::FieldType>>();
 
             auto function = function_builder->build(new_arguments);
-            return function->getReturnType();
+            return function->getResultType();
         }
 
         DataTypePtr type_res;
@@ -851,20 +847,20 @@ public:
         return type_res;
     }
 
-    bool executeFixedString(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeFixedString(ColumnsWithTypeAndName & arguments) const
     {
         using OpImpl = FixedStringOperationImpl<Op<UInt8, UInt8>>;
 
-        auto col_left_raw = columns[arguments[0]].column.get();
-        auto col_right_raw = columns[arguments[1]].column.get();
-        if (auto col_left_const = checkAndGetColumnConst<ColumnFixedString>(col_left_raw))
+        const auto * col_left_raw = arguments[0].column.get();
+        const auto * col_right_raw = arguments[1].column.get();
+        if (const auto * col_left_const = checkAndGetColumnConst<ColumnFixedString>(col_left_raw))
         {
-            if (auto col_right_const = checkAndGetColumnConst<ColumnFixedString>(col_right_raw))
+            if (const auto * col_right_const = checkAndGetColumnConst<ColumnFixedString>(col_right_raw))
             {
-                auto col_left = checkAndGetColumn<ColumnFixedString>(col_left_const->getDataColumn());
-                auto col_right = checkAndGetColumn<ColumnFixedString>(col_right_const->getDataColumn());
+                const auto * col_left = checkAndGetColumn<ColumnFixedString>(col_left_const->getDataColumn());
+                const auto * col_right = checkAndGetColumn<ColumnFixedString>(col_right_const->getDataColumn());
                 if (col_left->getN() != col_right->getN())
-                    return false;
+                    return nullptr;
                 auto col_res = ColumnFixedString::create(col_left->getN());
                 auto & out_chars = col_res->getChars();
                 out_chars.resize(col_left->getN());
@@ -872,25 +868,24 @@ public:
                                       col_right->getChars().data(),
                                       out_chars.data(),
                                       out_chars.size());
-                columns[result].column = ColumnConst::create(std::move(col_res), col_left_raw->size());
-                return true;
+                return ColumnConst::create(std::move(col_res), col_left_raw->size());
             }
         }
 
         bool is_left_column_const = checkAndGetColumnConst<ColumnFixedString>(col_left_raw) != nullptr;
         bool is_right_column_const = checkAndGetColumnConst<ColumnFixedString>(col_right_raw) != nullptr;
 
-        auto col_left = is_left_column_const
+        const auto * col_left = is_left_column_const
                         ? checkAndGetColumn<ColumnFixedString>(checkAndGetColumnConst<ColumnFixedString>(col_left_raw)->getDataColumn())
                         : checkAndGetColumn<ColumnFixedString>(col_left_raw);
-        auto col_right = is_right_column_const
+        const auto * col_right = is_right_column_const
                         ? checkAndGetColumn<ColumnFixedString>(checkAndGetColumnConst<ColumnFixedString>(col_right_raw)->getDataColumn())
                         : checkAndGetColumn<ColumnFixedString>(col_right_raw);
 
         if (col_left && col_right)
         {
             if (col_left->getN() != col_right->getN())
-                return false;
+                return nullptr;
 
             auto col_res = ColumnFixedString::create(col_left->getN());
             auto & out_chars = col_res->getChars();
@@ -922,14 +917,13 @@ public:
                     out_chars.size(),
                     col_left->getN());
             }
-            columns[result].column = std::move(col_res);
-            return true;
+            return col_res;
         }
-        return false;
+        return nullptr;
     }
 
     template <typename A, typename B>
-    bool executeNumeric(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result [[maybe_unused]], const A & left, const B & right) const
+    ColumnPtr executeNumeric(ColumnsWithTypeAndName & arguments, const A & left, const B & right) const
     {
         using LeftDataType = std::decay_t<decltype(left)>;
         using RightDataType = std::decay_t<decltype(right)>;
@@ -944,8 +938,8 @@ public:
             using ColVecT1 = std::conditional_t<IsDecimalNumber<T1>, ColumnDecimal<T1>, ColumnVector<T1>>;
             using ColVecResult = std::conditional_t<IsDecimalNumber<ResultType>, ColumnDecimal<ResultType>, ColumnVector<ResultType>>;
 
-            auto col_left_raw = columns[arguments[0]].column.get();
-            auto col_right_raw = columns[arguments[1]].column.get();
+            const auto * col_left_raw = arguments[0].column.get();
+            const auto * col_right_raw = arguments[1].column.get();
 
             auto col_left_const = checkAndGetColumnConst<ColVecT0>(col_left_raw);
             auto col_right_const = checkAndGetColumnConst<ColVecT1>(col_right_raw);
@@ -981,9 +975,8 @@ public:
                         OpImplCheck::template constantConstant<dec_a, dec_b>(const_a, const_b, scale_a, scale_b) :
                         OpImpl::template constantConstant<dec_a, dec_b>(const_a, const_b, scale_a, scale_b);
 
-                    columns[result].column = ResultDataType(type.getPrecision(), type.getScale()).createColumnConst(
+                    return ResultDataType(type.getPrecision(), type.getScale()).createColumnConst(
                             col_left_const->size(), toField(res, type.getScale()));
-                    return true;
                 }
 
                 col_res = ColVecResult::create(0, type.getScale());
@@ -1016,7 +1009,7 @@ public:
                         OpImpl::template vectorConstant<dec_a, dec_b>(col_left->getData(), const_b, vec_res, scale_a, scale_b);
                 }
                 else
-                    return false;
+                    return nullptr;
             }
             else
             {
@@ -1026,8 +1019,7 @@ public:
                 if (col_left_const && col_right_const)
                 {
                     auto res = OpImpl::constantConstant(col_left_const->template getValue<T0>(), col_right_const->template getValue<T1>());
-                    columns[result].column = ResultDataType().createColumnConst(col_left_const->size(), toField(res));
-                    return true;
+                    return ResultDataType().createColumnConst(col_left_const->size(), toField(res));
                 }
 
                 col_res = ColVecResult::create();
@@ -1047,43 +1039,40 @@ public:
                     OpImpl::vectorConstant(col_left->getData().data(), col_right_const->template getValue<T1>(), vec_res.data(), vec_res.size());
                 }
                 else
-                    return false;
+                    return nullptr;
             }
 
-            columns[result].column = std::move(col_res);
-            return true;
+            return col_res;
         }
-        return false;
+        return nullptr;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /// Special case when multiply aggregate function state
-        if (isAggregateMultiply(columns[arguments[0]].type, columns[arguments[1]].type))
+        if (isAggregateMultiply(arguments[0].type, arguments[1].type))
         {
-            executeAggregateMultiply(columns, arguments, result, input_rows_count);
-            return;
+            return executeAggregateMultiply(arguments, result_type, input_rows_count);
         }
 
         /// Special case - addition of two aggregate functions states
-        if (isAggregateAddition(columns[arguments[0]].type, columns[arguments[1]].type))
+        if (isAggregateAddition(arguments[0].type, arguments[1].type))
         {
-            executeAggregateAddition(columns, arguments, result, input_rows_count);
-            return;
+            return executeAggregateAddition(arguments, result_type, input_rows_count);
         }
 
         /// Special case when the function is plus or minus, one of arguments is Date/DateTime and another is Interval.
         if (auto function_builder
-            = getFunctionForIntervalArithmetic(columns[arguments[0]].type, columns[arguments[1]].type, context))
+            = getFunctionForIntervalArithmetic(arguments[0].type, arguments[1].type, context))
         {
-            executeDateTimeIntervalPlusMinus(columns, arguments, result, input_rows_count, function_builder);
-            return;
+            return executeDateTimeIntervalPlusMinus(arguments, result_type, input_rows_count, function_builder);
         }
 
-        const auto & left_argument = columns[arguments[0]];
-        const auto & right_argument = columns[arguments[1]];
-        auto * left_generic = left_argument.type.get();
-        auto * right_generic = right_argument.type.get();
+        const auto & left_argument = arguments[0];
+        const auto & right_argument = arguments[1];
+        const auto * left_generic = left_argument.type.get();
+        const auto * right_generic = right_argument.type.get();
+        ColumnPtr res;
         bool valid = castBothTypes(left_generic, right_generic, [&](const auto & left, const auto & right)
         {
             using LeftDataType = std::decay_t<decltype(left)>;
@@ -1093,10 +1082,10 @@ public:
                 if constexpr (!Op<DataTypeFixedString, DataTypeFixedString>::allow_fixed_string)
                     return false;
                 else
-                    return executeFixedString(columns, arguments, result);
+                    return (res = executeFixedString(arguments)) != nullptr;
             }
             else
-                return executeNumeric(columns, arguments, result, left, right);
+                return (res = executeNumeric(arguments, left, right)) != nullptr;
         });
 
         if (!valid)
@@ -1109,6 +1098,8 @@ public:
                 left_argument.name, left_argument.type->getName(),
                 right_argument.name, right_argument.type->getName());
         }
+
+        return res;
     }
 
 #if USE_EMBEDDED_COMPILER
@@ -1190,30 +1181,26 @@ public:
     {
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (left.column && isColumnConst(*left.column) && arguments.size() == 1)
         {
             ColumnsWithTypeAndName columns_with_constant
                 = {{left.column->cloneResized(input_rows_count), left.type, left.name},
-                   columns[arguments[0]],
-                   columns[result]};
+                   arguments[0]};
 
-            Base::executeImpl(columns_with_constant, {0, 1}, 2, input_rows_count);
-            columns[result] = columns_with_constant[2];
+            return Base::executeImpl(columns_with_constant, result_type, input_rows_count);
         }
         else if (right.column && isColumnConst(*right.column) && arguments.size() == 1)
         {
             ColumnsWithTypeAndName columns_with_constant
-                = {columns[arguments[0]],
-                   {right.column->cloneResized(input_rows_count), right.type, right.name},
-                   columns[result]};
+                = {arguments[0],
+                   {right.column->cloneResized(input_rows_count), right.type, right.name}};
 
-            Base::executeImpl(columns_with_constant, {0, 1}, 2, input_rows_count);
-            columns[result] = columns_with_constant[2];
+            return Base::executeImpl(columns_with_constant, result_type, input_rows_count);
         }
         else
-            Base::executeImpl(columns, arguments, result, input_rows_count);
+            return Base::executeImpl(arguments, result_type, input_rows_count);
     }
 
     bool hasInformationAboutMonotonicity() const override
@@ -1246,12 +1233,11 @@ public:
                 {
                     ColumnsWithTypeAndName columns_with_constant
                         = {{left.column->cloneResized(1), left.type, left.name},
-                           {right.type->createColumnConst(1, point), right.type, right.name},
-                           {nullptr, return_type, ""}};
+                           {right.type->createColumnConst(1, point), right.type, right.name}};
 
-                    Base::executeImpl(columns_with_constant, {0, 1}, 2, 1);
+                    auto col = Base::executeImpl(columns_with_constant, return_type, 1);
                     Field point_transformed;
-                    columns_with_constant[2].column->get(0, point_transformed);
+                    col->get(0, point_transformed);
                     return point_transformed;
                 };
                 transform(left_point);
@@ -1282,12 +1268,11 @@ public:
                 {
                     ColumnsWithTypeAndName columns_with_constant
                         = {{left.type->createColumnConst(1, point), left.type, left.name},
-                           {right.column->cloneResized(1), right.type, right.name},
-                           {nullptr, return_type, ""}};
+                           {right.column->cloneResized(1), right.type, right.name}};
 
-                    Base::executeImpl(columns_with_constant, {0, 1}, 2, 1);
+                    auto col = Base::executeImpl(columns_with_constant, return_type, 1);
                     Field point_transformed;
-                    columns_with_constant[2].column->get(0, point_transformed);
+                    col->get(0, point_transformed);
                     return point_transformed;
                 };
 
diff --git a/src/Functions/FunctionBitTestMany.h b/src/Functions/FunctionBitTestMany.h
index a3c42582ef1..0c8b803bd22 100644
--- a/src/Functions/FunctionBitTestMany.h
+++ b/src/Functions/FunctionBitTestMany.h
@@ -54,32 +54,35 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns , const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        const auto value_col = columns[arguments.front()].column.get();
+        const auto * value_col = arguments.front().column.get();
 
-        if (!execute<UInt8>(columns, arguments, result, value_col)
-            && !execute<UInt16>(columns, arguments, result, value_col)
-            && !execute<UInt32>(columns, arguments, result, value_col)
-            && !execute<UInt64>(columns, arguments, result, value_col)
-            && !execute<Int8>(columns, arguments, result, value_col)
-            && !execute<Int16>(columns, arguments, result, value_col)
-            && !execute<Int32>(columns, arguments, result, value_col)
-            && !execute<Int64>(columns, arguments, result, value_col))
+        ColumnPtr res;
+        if (!((res = execute<UInt8>(arguments, result_type, value_col))
+            || (res = execute<UInt16>(arguments, result_type, value_col))
+            || (res = execute<UInt32>(arguments, result_type, value_col))
+            || (res = execute<UInt64>(arguments, result_type, value_col))
+            || (res = execute<Int8>(arguments, result_type, value_col))
+            || (res = execute<Int16>(arguments, result_type, value_col))
+            || (res = execute<Int32>(arguments, result_type, value_col))
+            || (res = execute<Int64>(arguments, result_type, value_col))))
             throw Exception{"Illegal column " + value_col->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
+
+        return res;
     }
 
 private:
     template <typename T>
-    bool execute(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result,
+    ColumnPtr execute(
+            ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
             const IColumn * const value_col_untyped) const
     {
         if (const auto value_col = checkAndGetColumn<ColumnVector<T>>(value_col_untyped))
         {
             const auto size = value_col->size();
             bool is_const;
-            const auto const_mask = createConstMaskIfConst<T>(columns, arguments, is_const);
+            const auto const_mask = createConstMaskIfConst<T>(arguments, is_const);
             const auto & val = value_col->getData();
 
             auto out_col = ColumnVector<UInt8>::create(size);
@@ -92,29 +95,28 @@ private:
             }
             else
             {
-                const auto mask = createMask<T>(size, columns, arguments);
+                const auto mask = createMask<T>(size, arguments);
 
                 for (const auto i : ext::range(0, size))
                     out[i] = Impl::apply(val[i], mask[i]);
             }
 
-            columns[result].column = std::move(out_col);
-            return true;
+            return out_col;
         }
         else if (const auto value_col_const = checkAndGetColumnConst<ColumnVector<T>>(value_col_untyped))
         {
             const auto size = value_col_const->size();
             bool is_const;
-            const auto const_mask = createConstMaskIfConst<T>(columns, arguments, is_const);
+            const auto const_mask = createConstMaskIfConst<T>(arguments, is_const);
             const auto val = value_col_const->template getValue<T>();
 
             if (is_const)
             {
-                columns[result].column = columns[result].type->createColumnConst(size, toField(Impl::apply(val, const_mask)));
+                return result_type->createColumnConst(size, toField(Impl::apply(val, const_mask)));
             }
             else
             {
-                const auto mask = createMask<T>(size, columns, arguments);
+                const auto mask = createMask<T>(size, arguments);
                 auto out_col = ColumnVector<UInt8>::create(size);
 
                 auto & out = out_col->getData();
@@ -122,24 +124,22 @@ private:
                 for (const auto i : ext::range(0, size))
                     out[i] = Impl::apply(val, mask[i]);
 
-                columns[result].column = std::move(out_col);
+                return out_col;
             }
-
-            return true;
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename ValueType>
-    ValueType createConstMaskIfConst(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, bool & out_is_const) const
+    ValueType createConstMaskIfConst(const ColumnsWithTypeAndName & arguments, bool & out_is_const) const
     {
         out_is_const = true;
         ValueType mask = 0;
 
         for (const auto i : ext::range(1, arguments.size()))
         {
-            if (auto pos_col_const = checkAndGetColumnConst<ColumnVector<ValueType>>(columns[arguments[i]].column.get()))
+            if (auto pos_col_const = checkAndGetColumnConst<ColumnVector<ValueType>>(arguments[i].column.get()))
             {
                 const auto pos = pos_col_const->getUInt(0);
                 if (pos < 8 * sizeof(ValueType))
@@ -156,13 +156,13 @@ private:
     }
 
     template <typename ValueType>
-    PaddedPODArray<ValueType> createMask(const size_t size, const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) const
+    PaddedPODArray<ValueType> createMask(const size_t size, const ColumnsWithTypeAndName & arguments) const
     {
         PaddedPODArray<ValueType> mask(size, ValueType{});
 
         for (const auto i : ext::range(1, arguments.size()))
         {
-            const auto pos_col = columns[arguments[i]].column.get();
+            const auto * pos_col = arguments[i].column.get();
 
             if (!addToMaskImpl<UInt8>(mask, pos_col)
                 && !addToMaskImpl<UInt16>(mask, pos_col)
diff --git a/src/Functions/FunctionCustomWeekToSomething.h b/src/Functions/FunctionCustomWeekToSomething.h
index ce8a0bf53d6..74d6a2b5182 100644
--- a/src/Functions/FunctionCustomWeekToSomething.h
+++ b/src/Functions/FunctionCustomWeekToSomething.h
@@ -96,26 +96,26 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1, 2}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         WhichDataType which(from_type);
 
         if (which.isDate())
-            CustomWeekTransformImpl<DataTypeDate, ToDataType>::execute(
-                columns, arguments, result, input_rows_count, Transform{});
+            return CustomWeekTransformImpl<DataTypeDate, ToDataType>::execute(
+                arguments, result_type, input_rows_count, Transform{});
         else if (which.isDateTime())
-            CustomWeekTransformImpl<DataTypeDateTime, ToDataType>::execute(
-                columns, arguments, result, input_rows_count, Transform{});
+            return CustomWeekTransformImpl<DataTypeDateTime, ToDataType>::execute(
+                arguments, result_type, input_rows_count, Transform{});
         else if (which.isDateTime64())
         {
-            CustomWeekTransformImpl<DataTypeDateTime64, ToDataType>::execute(
-                columns, arguments, result, input_rows_count,
+            return CustomWeekTransformImpl<DataTypeDateTime64, ToDataType>::execute(
+                arguments, result_type, input_rows_count,
                 TransformDateTime64<Transform>{assert_cast<const DataTypeDateTime64 *>(from_type)->getScale()});
         }
         else
             throw Exception(
-                "Illegal type " + columns[arguments[0]].type->getName() + " of argument of function " + getName(),
+                "Illegal type " + arguments[0].type->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
diff --git a/src/Functions/FunctionDateOrDateTimeAddInterval.h b/src/Functions/FunctionDateOrDateTimeAddInterval.h
index 6f7cec3eaca..bf2d20ceba7 100644
--- a/src/Functions/FunctionDateOrDateTimeAddInterval.h
+++ b/src/Functions/FunctionDateOrDateTimeAddInterval.h
@@ -305,7 +305,7 @@ private:
 template <typename FromDataType, typename ToDataType, typename Transform>
 struct DateTimeAddIntervalImpl
 {
-    static void execute(Transform transform, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr execute(Transform transform, ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type)
     {
         using FromValueType = typename FromDataType::FieldType;
         using FromColumnType = typename FromDataType::ColumnType;
@@ -313,16 +313,16 @@ struct DateTimeAddIntervalImpl
 
         auto op = Adder<Transform>{std::move(transform)};
 
-        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(columns, arguments, 2, 0);
+        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(arguments, 2, 0);
 
-        const ColumnPtr source_col = columns[arguments[0]].column;
+        const ColumnPtr source_col = arguments[0].column;
 
-        auto result_col = columns[result].type->createColumn();
+        auto result_col = result_type->createColumn();
         auto col_to = assert_cast<ToColumnType *>(result_col.get());
 
         if (const auto * sources = checkAndGetColumn<FromColumnType>(source_col.get()))
         {
-            const IColumn & delta_column = *columns[arguments[1]].column;
+            const IColumn & delta_column = *arguments[1].column;
 
             if (const auto * delta_const_column = typeid_cast<const ColumnConst *>(&delta_column))
                 op.vectorConstant(sources->getData(), col_to->getData(), delta_const_column->getInt(0), time_zone);
@@ -334,16 +334,16 @@ struct DateTimeAddIntervalImpl
             op.constantVector(
                 sources_const->template getValue<FromValueType>(),
                 col_to->getData(),
-                *columns[arguments[1]].column, time_zone);
+                *arguments[1].column, time_zone);
         }
         else
         {
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of first argument of function " + Transform::name,
                 ErrorCodes::ILLEGAL_COLUMN);
         }
 
-        columns[result].column = std::move(result_col);
+        return result_col;
     }
 };
 
@@ -463,28 +463,28 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {2}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         WhichDataType which(from_type);
 
         if (which.isDate())
         {
-            DateTimeAddIntervalImpl<DataTypeDate, TransformResultDataType<DataTypeDate>, Transform>::execute(
-                Transform{}, columns, arguments, result);
+            return DateTimeAddIntervalImpl<DataTypeDate, TransformResultDataType<DataTypeDate>, Transform>::execute(
+                Transform{}, arguments, result_type);
         }
         else if (which.isDateTime())
         {
-            DateTimeAddIntervalImpl<DataTypeDateTime, TransformResultDataType<DataTypeDateTime>, Transform>::execute(
-                Transform{}, columns, arguments, result);
+            return DateTimeAddIntervalImpl<DataTypeDateTime, TransformResultDataType<DataTypeDateTime>, Transform>::execute(
+                Transform{}, arguments, result_type);
         }
         else if (const auto * datetime64_type = assert_cast<const DataTypeDateTime64 *>(from_type))
         {
-            DateTimeAddIntervalImpl<DataTypeDateTime64, TransformResultDataType<DataTypeDateTime64>, Transform>::execute(
-                Transform{datetime64_type->getScale()}, columns, arguments, result);
+            return DateTimeAddIntervalImpl<DataTypeDateTime64, TransformResultDataType<DataTypeDateTime64>, Transform>::execute(
+                Transform{datetime64_type->getScale()}, arguments, result_type);
         }
         else
-            throw Exception("Illegal type " + columns[arguments[0]].type->getName() + " of first argument of function " + getName(),
+            throw Exception("Illegal type " + arguments[0].type->getName() + " of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 };
diff --git a/src/Functions/FunctionDateOrDateTimeToSomething.h b/src/Functions/FunctionDateOrDateTimeToSomething.h
index 248007c66de..2d2e4a7ad6f 100644
--- a/src/Functions/FunctionDateOrDateTimeToSomething.h
+++ b/src/Functions/FunctionDateOrDateTimeToSomething.h
@@ -95,23 +95,23 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         WhichDataType which(from_type);
 
         if (which.isDate())
-            DateTimeTransformImpl<DataTypeDate, ToDataType, Transform>::execute(columns, arguments, result, input_rows_count);
+            return DateTimeTransformImpl<DataTypeDate, ToDataType, Transform>::execute(arguments, result_type, input_rows_count);
         else if (which.isDateTime())
-            DateTimeTransformImpl<DataTypeDateTime, ToDataType, Transform>::execute(columns, arguments, result, input_rows_count);
+            return DateTimeTransformImpl<DataTypeDateTime, ToDataType, Transform>::execute(arguments, result_type, input_rows_count);
         else if (which.isDateTime64())
         {
             const auto scale = static_cast<const DataTypeDateTime64 *>(from_type)->getScale();
             const TransformDateTime64<Transform> transformer(scale);
-            DateTimeTransformImpl<DataTypeDateTime64, ToDataType, decltype(transformer)>::execute(columns, arguments, result, input_rows_count, transformer);
+            return DateTimeTransformImpl<DataTypeDateTime64, ToDataType, decltype(transformer)>::execute(arguments, result_type, input_rows_count, transformer);
         }
         else
-            throw Exception("Illegal type " + columns[arguments[0]].type->getName() + " of argument of function " + getName(),
+            throw Exception("Illegal type " + arguments[0].type->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
diff --git a/src/Functions/FunctionFQDN.cpp b/src/Functions/FunctionFQDN.cpp
index 06048c61ca8..b47675d63b4 100644
--- a/src/Functions/FunctionFQDN.cpp
+++ b/src/Functions/FunctionFQDN.cpp
@@ -34,9 +34,9 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        columns[result].column = columns[result].type->createColumnConst(
+        return result_type->createColumnConst(
             input_rows_count, getFQDNOrHostName())->convertToFullColumnIfConst();
     }
 };
diff --git a/src/Functions/FunctionHelpers.cpp b/src/Functions/FunctionHelpers.cpp
index 473feeaca60..f5ace858665 100644
--- a/src/Functions/FunctionHelpers.cpp
+++ b/src/Functions/FunctionHelpers.cpp
@@ -7,7 +7,6 @@
 #include <Columns/ColumnLowCardinality.h>
 #include <Common/assert_cast.h>
 #include <DataTypes/DataTypeNullable.h>
-#include <DataTypes/DataTypeLowCardinality.h>
 
 
 namespace DB
@@ -51,16 +50,12 @@ Columns convertConstTupleToConstantElements(const ColumnConst & column)
 }
 
 
-static ColumnsWithTypeAndName createBlockWithNestedColumnsImpl(const ColumnsWithTypeAndName & columns, const std::unordered_set<size_t> & args)
+ColumnsWithTypeAndName createBlockWithNestedColumns(const ColumnsWithTypeAndName & columns)
 {
     ColumnsWithTypeAndName res;
-    size_t num_columns = columns.size();
-
-    for (size_t i = 0; i < num_columns; ++i)
+    for (const auto & col : columns)
     {
-        const auto & col = columns[i];
-
-        if (args.count(i) && col.type->isNullable())
+        if (col.type->isNullable())
         {
             const DataTypePtr & nested_type = static_cast<const DataTypeNullable &>(*col.type).getNestedType();
 
@@ -88,20 +83,6 @@ static ColumnsWithTypeAndName createBlockWithNestedColumnsImpl(const ColumnsWith
     return res;
 }
 
-
-ColumnsWithTypeAndName createBlockWithNestedColumns(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args)
-{
-    std::unordered_set<size_t> args_set(args.begin(), args.end());
-    return createBlockWithNestedColumnsImpl(columns, args_set);
-}
-
-ColumnsWithTypeAndName createBlockWithNestedColumns(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result)
-{
-    std::unordered_set<size_t> args_set(args.begin(), args.end());
-    args_set.insert(result);
-    return createBlockWithNestedColumnsImpl(columns, args_set);
-}
-
 void validateArgumentType(const IFunction & func, const DataTypes & arguments,
                           size_t argument_index, bool (* validator_func)(const IDataType &),
                           const char * expected_type_description)
@@ -137,7 +118,7 @@ void validateArgumentsImpl(const IFunction & func,
         const auto & arg = arguments[i + argument_offset];
         const auto descriptor = descriptors[i];
         if (int error_code = descriptor.isValid(arg.type, arg.column); error_code != 0)
-            throw Exception("Illegal type of argument #" + std::to_string(i)
+            throw Exception("Illegal type of argument #" + std::to_string(argument_offset + i + 1) // +1 is for human-friendly 1-based indexing
                             + (descriptor.argument_name ? " '" + std::string(descriptor.argument_name) + "'" : String{})
                             + " of function " + func.getName()
                             + (descriptor.expected_type_description ? String(", expected ") + descriptor.expected_type_description : String{})
diff --git a/src/Functions/FunctionHelpers.h b/src/Functions/FunctionHelpers.h
index 64b7817d6e9..ac10fc14d39 100644
--- a/src/Functions/FunctionHelpers.h
+++ b/src/Functions/FunctionHelpers.h
@@ -82,13 +82,9 @@ inline std::enable_if_t<IsDecimalNumber<T>, Field> toField(const T & x, UInt32 s
 Columns convertConstTupleToConstantElements(const ColumnConst & column);
 
 
-/// Returns the copy of a given columns in which each column specified in
-/// the "arguments" parameter is replaced with its respective nested
+/// Returns the copy of a given columns in which each column is replaced with its respective nested
 /// column if it is nullable.
-ColumnsWithTypeAndName createBlockWithNestedColumns(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args);
-
-/// Similar function as above. Additionally transform the result type if needed.
-ColumnsWithTypeAndName createBlockWithNestedColumns(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result);
+ColumnsWithTypeAndName createBlockWithNestedColumns(const ColumnsWithTypeAndName & columns);
 
 /// Checks argument type at specified index with predicate.
 /// throws if there is no argument at specified index or if predicate returns false.
diff --git a/src/Functions/FunctionJoinGet.cpp b/src/Functions/FunctionJoinGet.cpp
index 81df6ca7912..4e97951fbc0 100644
--- a/src/Functions/FunctionJoinGet.cpp
+++ b/src/Functions/FunctionJoinGet.cpp
@@ -17,19 +17,19 @@ namespace ErrorCodes
 }
 
 template <bool or_null>
-void ExecutableFunctionJoinGet<or_null>::execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t)
+ColumnPtr ExecutableFunctionJoinGet<or_null>::execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t)
 {
     ColumnsWithTypeAndName keys;
     for (size_t i = 2; i < arguments.size(); ++i)
     {
-        auto key = columns[arguments[i]];
+        auto key = arguments[i];
         keys.emplace_back(std::move(key));
     }
-    columns[result] = join->joinGet(keys, result_columns);
+    return join->joinGet(keys, result_columns).column;
 }
 
 template <bool or_null>
-ExecutableFunctionImplPtr FunctionJoinGet<or_null>::prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const
+ExecutableFunctionImplPtr FunctionJoinGet<or_null>::prepare(const ColumnsWithTypeAndName &) const
 {
     return std::make_unique<ExecutableFunctionJoinGet<or_null>>(join, DB::Block{{return_type->createColumn(), return_type, attr_name}});
 }
diff --git a/src/Functions/FunctionJoinGet.h b/src/Functions/FunctionJoinGet.h
index 88366aeb0fd..780b59e20f4 100644
--- a/src/Functions/FunctionJoinGet.h
+++ b/src/Functions/FunctionJoinGet.h
@@ -24,7 +24,7 @@ public:
     bool useDefaultImplementationForLowCardinalityColumns() const override { return true; }
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) override;
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) override;
 
     String getName() const override { return name; }
 
@@ -54,9 +54,9 @@ public:
     String getName() const override { return name; }
 
     const DataTypes & getArgumentTypes() const override { return argument_types; }
-    const DataTypePtr & getReturnType() const override { return return_type; }
+    const DataTypePtr & getResultType() const override { return return_type; }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & sample_columns, const ColumnNumbers & arguments, size_t result) const override;
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override;
 
 private:
     TableLockHolder table_lock;
diff --git a/src/Functions/FunctionMathBinaryFloat64.h b/src/Functions/FunctionMathBinaryFloat64.h
index 7ddb4bfcaf2..ea222379e1c 100644
--- a/src/Functions/FunctionMathBinaryFloat64.h
+++ b/src/Functions/FunctionMathBinaryFloat64.h
@@ -54,7 +54,7 @@ private:
     }
 
     template <typename LeftType, typename RightType>
-    bool executeTyped(ColumnsWithTypeAndName & columns, const size_t result, const ColumnConst * left_arg, const IColumn * right_arg) const
+    ColumnPtr executeTyped(const ColumnConst * left_arg, const IColumn * right_arg) const
     {
         if (const auto right_arg_typed = checkAndGetColumn<ColumnVector<RightType>>(right_arg))
         {
@@ -95,15 +95,14 @@ private:
                 memcpy(&dst_data[rows_size], dst_remaining, rows_remaining * sizeof(Float64));
             }
 
-            columns[result].column = std::move(dst);
-            return true;
+            return dst;
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename LeftType, typename RightType>
-    bool executeTyped(ColumnsWithTypeAndName & columns, const size_t result, const ColumnVector<LeftType> * left_arg, const IColumn * right_arg) const
+    ColumnPtr executeTyped(const ColumnVector<LeftType> * left_arg, const IColumn * right_arg) const
     {
         if (const auto right_arg_typed = checkAndGetColumn<ColumnVector<RightType>>(right_arg))
         {
@@ -157,8 +156,7 @@ private:
                 memcpy(&dst_data[rows_size], dst_remaining, rows_remaining * sizeof(Float64));
             }
 
-            columns[result].column = std::move(dst);
-            return true;
+            return dst;
         }
         if (const auto right_arg_typed = checkAndGetColumnConst<ColumnVector<RightType>>(right_arg))
         {
@@ -200,17 +198,17 @@ private:
                 memcpy(&dst_data[rows_size], dst_remaining, rows_remaining * sizeof(Float64));
             }
 
-            columns[result].column = std::move(dst);
-            return true;
+            return dst;
         }
 
-        return false;
+        return nullptr;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnWithTypeAndName & col_left = columns[arguments[0]];
-        const ColumnWithTypeAndName & col_right = columns[arguments[1]];
+        const ColumnWithTypeAndName & col_left = arguments[0];
+        const ColumnWithTypeAndName & col_right = arguments[1];
+        ColumnPtr res;
 
         auto call = [&](const auto & types) -> bool
         {
@@ -224,7 +222,7 @@ private:
 
             if (const auto left_arg_typed = checkAndGetColumn<ColVecLeft>(left_arg))
             {
-                if (executeTyped<LeftType, RightType>(columns, result, left_arg_typed, right_arg))
+                if ((res = executeTyped<LeftType, RightType>(left_arg_typed, right_arg)))
                     return true;
 
                 throw Exception{"Illegal column " + right_arg->getName() + " of second argument of function " + getName(),
@@ -232,7 +230,7 @@ private:
             }
             if (const auto left_arg_typed = checkAndGetColumnConst<ColVecLeft>(left_arg))
             {
-                if (executeTyped<LeftType, RightType>(columns, result, left_arg_typed, right_arg))
+                if ((res = executeTyped<LeftType, RightType>(left_arg_typed, right_arg)))
                     return true;
 
                 throw Exception{"Illegal column " + right_arg->getName() + " of second argument of function " + getName(),
@@ -248,6 +246,8 @@ private:
         if (!callOnBasicTypes<true, true, false, false>(left_index, right_index, call))
             throw Exception{"Illegal column " + col_left.column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN};
+
+        return res;
     }
 };
 
diff --git a/src/Functions/FunctionMathConstFloat64.h b/src/Functions/FunctionMathConstFloat64.h
index 56ad4571f38..42729d5e9f6 100644
--- a/src/Functions/FunctionMathConstFloat64.h
+++ b/src/Functions/FunctionMathConstFloat64.h
@@ -25,9 +25,9 @@ private:
         return std::make_shared<DataTypeFloat64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        columns[result].column = columns[result].type->createColumnConst(input_rows_count, Impl::value);
+        return result_type->createColumnConst(input_rows_count, Impl::value);
     }
 };
 
diff --git a/src/Functions/FunctionMathUnary.h b/src/Functions/FunctionMathUnary.h
index bb26efb0555..abf38d277f3 100644
--- a/src/Functions/FunctionMathUnary.h
+++ b/src/Functions/FunctionMathUnary.h
@@ -113,7 +113,7 @@ private:
     }
 
     template <typename T, typename ReturnType>
-    static bool execute(ColumnsWithTypeAndName & columns, const ColumnVector<T> * col, const size_t result)
+    static ColumnPtr execute(const ColumnVector<T> * col)
     {
         const auto & src_data = col->getData();
         const size_t size = src_data.size();
@@ -124,12 +124,11 @@ private:
 
         executeInIterations(src_data.data(), dst_data.data(), size);
 
-        columns[result].column = std::move(dst);
-        return true;
+        return dst;
     }
 
     template <typename T, typename ReturnType>
-    static bool execute(ColumnsWithTypeAndName & columns, const ColumnDecimal<T> * col, const size_t result)
+    static ColumnPtr execute(const ColumnDecimal<T> * col)
     {
         const auto & src_data = col->getData();
         const size_t size = src_data.size();
@@ -144,15 +143,15 @@ private:
 
         executeInIterations(dst_data.data(), dst_data.data(), size);
 
-        columns[result].column = std::move(dst);
-        return true;
+        return dst;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnWithTypeAndName & col = columns[arguments[0]];
+        const ColumnWithTypeAndName & col = arguments[0];
+        ColumnPtr res;
 
         auto call = [&](const auto & types) -> bool
         {
@@ -162,12 +161,14 @@ private:
             using ColVecType = std::conditional_t<IsDecimalNumber<Type>, ColumnDecimal<Type>, ColumnVector<Type>>;
 
             const auto col_vec = checkAndGetColumn<ColVecType>(col.column.get());
-            return execute<Type, ReturnType>(columns, col_vec, result);
+            return (res = execute<Type, ReturnType>(col_vec)) != nullptr;
         };
 
         if (!callOnBasicType<void, true, true, true, false>(col.type->getTypeId(), call))
             throw Exception{"Illegal column " + col.column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN};
+
+        return res;
     }
 };
 
diff --git a/src/Functions/FunctionNumericPredicate.h b/src/Functions/FunctionNumericPredicate.h
index 96867c774df..825a8b0de15 100644
--- a/src/Functions/FunctionNumericPredicate.h
+++ b/src/Functions/FunctionNumericPredicate.h
@@ -46,25 +46,28 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const auto in = columns[arguments.front()].column.get();
+        const auto * in = arguments.front().column.get();
 
-        if (   !execute<UInt8>(columns, in, result)
-            && !execute<UInt16>(columns, in, result)
-            && !execute<UInt32>(columns, in, result)
-            && !execute<UInt64>(columns, in, result)
-            && !execute<Int8>(columns, in, result)
-            && !execute<Int16>(columns, in, result)
-            && !execute<Int32>(columns, in, result)
-            && !execute<Int64>(columns, in, result)
-            && !execute<Float32>(columns, in, result)
-            && !execute<Float64>(columns, in, result))
+        ColumnPtr res;
+        if (!((res = execute<UInt8>(in))
+            || (res = execute<UInt16>(in))
+            || (res = execute<UInt32>(in))
+            || (res = execute<UInt64>(in))
+            || (res = execute<Int8>(in))
+            || (res = execute<Int16>(in))
+            || (res = execute<Int32>(in))
+            || (res = execute<Int64>(in))
+            || (res = execute<Float32>(in))
+            || (res = execute<Float64>(in))))
             throw Exception{"Illegal column " + in->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
+
+        return res;
     }
 
     template <typename T>
-    bool execute(ColumnsWithTypeAndName & columns, const IColumn * in_untyped, const size_t result) const
+    ColumnPtr execute(const IColumn * in_untyped) const
     {
         if (const auto in = checkAndGetColumn<ColumnVector<T>>(in_untyped))
         {
@@ -78,11 +81,10 @@ public:
             for (const auto i : ext::range(0, size))
                 out_data[i] = Impl::execute(in_data[i]);
 
-            columns[result].column = std::move(out);
-            return true;
+            return out;
         }
 
-        return false;
+        return nullptr;
     }
 };
 
diff --git a/src/Functions/FunctionStartsEndsWith.h b/src/Functions/FunctionStartsEndsWith.h
index 6833f4554d2..612e0b3b046 100644
--- a/src/Functions/FunctionStartsEndsWith.h
+++ b/src/Functions/FunctionStartsEndsWith.h
@@ -63,10 +63,10 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const IColumn * haystack_column = columns[arguments[0]].column.get();
-        const IColumn * needle_column = columns[arguments[1]].column.get();
+        const IColumn * haystack_column = arguments[0].column.get();
+        const IColumn * needle_column = arguments[1].column.get();
 
         auto col_res = ColumnVector<UInt8>::create();
         typename ColumnVector<UInt8>::Container & vec_res = col_res->getData();
@@ -84,7 +84,7 @@ public:
         else
             throw Exception("Illegal combination of columns as arguments of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
 private:
@@ -159,9 +159,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
diff --git a/src/Functions/FunctionStringOrArrayToT.h b/src/Functions/FunctionStringOrArrayToT.h
index 83a860f7175..f806106560c 100644
--- a/src/Functions/FunctionStringOrArrayToT.h
+++ b/src/Functions/FunctionStringOrArrayToT.h
@@ -50,9 +50,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr column = columns[arguments[0]].column;
+        const ColumnPtr column = arguments[0].column;
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
             auto col_res = ColumnVector<ResultType>::create();
@@ -61,7 +61,7 @@ public:
             vec_res.resize(col->size());
             Impl::vector(col->getChars(), col->getOffsets(), vec_res);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else if (const ColumnFixedString * col_fixed = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
@@ -70,7 +70,7 @@ public:
                 ResultType res = 0;
                 Impl::vectorFixedToConstant(col_fixed->getChars(), col_fixed->getN(), res);
 
-                columns[result].column = columns[result].type->createColumnConst(col_fixed->size(), toField(res));
+                return result_type->createColumnConst(col_fixed->size(), toField(res));
             }
             else
             {
@@ -80,7 +80,7 @@ public:
                 vec_res.resize(col_fixed->size());
                 Impl::vectorFixedToVector(col_fixed->getChars(), col_fixed->getN(), vec_res);
 
-                columns[result].column = std::move(col_res);
+                return col_res;
             }
         }
         else if (const ColumnArray * col_arr = checkAndGetColumn<ColumnArray>(column.get()))
@@ -91,10 +91,10 @@ public:
             vec_res.resize(col_arr->size());
             Impl::array(col_arr->getOffsets(), vec_res);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+            throw Exception("Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/FunctionStringReplace.h b/src/Functions/FunctionStringReplace.h
index 137c2241b7f..4ec85591726 100644
--- a/src/Functions/FunctionStringReplace.h
+++ b/src/Functions/FunctionStringReplace.h
@@ -52,17 +52,17 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr column_src = columns[arguments[0]].column;
-        const ColumnPtr column_needle = columns[arguments[1]].column;
-        const ColumnPtr column_replacement = columns[arguments[2]].column;
+        const ColumnPtr column_src = arguments[0].column;
+        const ColumnPtr column_needle = arguments[1].column;
+        const ColumnPtr column_replacement = arguments[2].column;
 
         if (!isColumnConst(*column_needle) || !isColumnConst(*column_replacement))
             throw Exception("2nd and 3rd arguments of function " + getName() + " must be constants.", ErrorCodes::ILLEGAL_COLUMN);
 
-        const IColumn * c1 = columns[arguments[1]].column.get();
-        const IColumn * c2 = columns[arguments[2]].column.get();
+        const IColumn * c1 = arguments[1].column.get();
+        const IColumn * c2 = arguments[2].column.get();
         const ColumnConst * c1_const = typeid_cast<const ColumnConst *>(c1);
         const ColumnConst * c2_const = typeid_cast<const ColumnConst *>(c2);
         String needle = c1_const->getValue<String>();
@@ -75,17 +75,17 @@ public:
         {
             auto col_res = ColumnString::create();
             Impl::vector(col->getChars(), col->getOffsets(), needle, replacement, col_res->getChars(), col_res->getOffsets());
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else if (const ColumnFixedString * col_fixed = checkAndGetColumn<ColumnFixedString>(column_src.get()))
         {
             auto col_res = ColumnString::create();
             Impl::vectorFixed(col_fixed->getChars(), col_fixed->getN(), needle, replacement, col_res->getChars(), col_res->getOffsets());
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/FunctionStringToString.h b/src/Functions/FunctionStringToString.h
index 56f434a2ffa..db85e85a053 100644
--- a/src/Functions/FunctionStringToString.h
+++ b/src/Functions/FunctionStringToString.h
@@ -52,24 +52,24 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr column = columns[arguments[0]].column;
+        const ColumnPtr column = arguments[0].column;
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
             auto col_res = ColumnString::create();
             Impl::vector(col->getChars(), col->getOffsets(), col_res->getChars(), col_res->getOffsets());
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else if (const ColumnFixedString * col_fixed = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             auto col_res = ColumnFixedString::create(col_fixed->getN());
             Impl::vectorFixed(col_fixed->getChars(), col_fixed->getN(), col_res->getChars());
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/FunctionUnaryArithmetic.h b/src/Functions/FunctionUnaryArithmetic.h
index 7d83f18793d..e62781cc3a1 100644
--- a/src/Functions/FunctionUnaryArithmetic.h
+++ b/src/Functions/FunctionUnaryArithmetic.h
@@ -154,9 +154,10 @@ public:
         return result;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        bool valid = castType(columns[arguments[0]].type.get(), [&](const auto & type)
+        ColumnPtr result_column;
+        bool valid = castType(arguments[0].type.get(), [&](const auto & type)
         {
             using DataType = std::decay_t<decltype(type)>;
 
@@ -164,13 +165,13 @@ public:
             {
                 if constexpr (allow_fixed_string)
                 {
-                    if (auto col = checkAndGetColumn<ColumnFixedString>(columns[arguments[0]].column.get()))
+                    if (const auto * col = checkAndGetColumn<ColumnFixedString>(arguments[0].column.get()))
                     {
                         auto col_res = ColumnFixedString::create(col->getN());
                         auto & vec_res = col_res->getChars();
                         vec_res.resize(col->size() * col->getN());
                         FixedStringUnaryOperationImpl<Op<UInt8>>::vector(col->getChars(), vec_res);
-                        columns[result].column = std::move(col_res);
+                        result_column = std::move(col_res);
                         return true;
                     }
                 }
@@ -180,13 +181,13 @@ public:
                 using T0 = typename DataType::FieldType;
                 if constexpr (allow_decimal)
                 {
-                    if (auto col = checkAndGetColumn<ColumnDecimal<T0>>(columns[arguments[0]].column.get()))
+                    if (auto col = checkAndGetColumn<ColumnDecimal<T0>>(arguments[0].column.get()))
                     {
                         auto col_res = ColumnDecimal<typename Op<T0>::ResultType>::create(0, type.getScale());
                         auto & vec_res = col_res->getData();
                         vec_res.resize(col->getData().size());
                         UnaryOperationImpl<T0, Op<T0>>::vector(col->getData(), vec_res);
-                        columns[result].column = std::move(col_res);
+                        result_column = std::move(col_res);
                         return true;
                     }
                 }
@@ -194,13 +195,13 @@ public:
             else
             {
                 using T0 = typename DataType::FieldType;
-                if (auto col = checkAndGetColumn<ColumnVector<T0>>(columns[arguments[0]].column.get()))
+                if (auto col = checkAndGetColumn<ColumnVector<T0>>(arguments[0].column.get()))
                 {
                     auto col_res = ColumnVector<typename Op<T0>::ResultType>::create();
                     auto & vec_res = col_res->getData();
                     vec_res.resize(col->getData().size());
                     UnaryOperationImpl<T0, Op<T0>>::vector(col->getData(), vec_res);
-                    columns[result].column = std::move(col_res);
+                    result_column = std::move(col_res);
                     return true;
                 }
             }
@@ -209,6 +210,8 @@ public:
         });
         if (!valid)
             throw Exception(getName() + "'s argument does not match the expected data type", ErrorCodes::LOGICAL_ERROR);
+
+        return result_column;
     }
 
 #if USE_EMBEDDED_COMPILER
diff --git a/src/Functions/FunctionUnixTimestamp64.h b/src/Functions/FunctionUnixTimestamp64.h
index 86161e46c3d..2a5dee7734a 100644
--- a/src/Functions/FunctionUnixTimestamp64.h
+++ b/src/Functions/FunctionUnixTimestamp64.h
@@ -65,13 +65,12 @@ public:
         }
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         using SourceColumnType = typename SourceDataType::ColumnType;
         using ResultColumnType = typename ResultDataType::ColumnType;
 
-        const auto & src = columns[arguments[0]];
-        auto & res = columns[result];
+        const auto & src = arguments[0];
         const auto & col = *src.column;
 
         const SourceColumnType * source_col_typed = checkAndGetColumn<SourceColumnType>(col);
@@ -80,16 +79,16 @@ public:
                     + std::string(SourceDataType::family_name),
                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        res.column = res.type->createColumn();
+        auto res_column = result_type->createColumn();
 
         if (input_rows_count == 0)
-            return;
+            return res_column;
 
-        auto & result_data = assert_cast<ResultColumnType &>(res.column->assumeMutableRef()).getData();
+        auto & result_data = assert_cast<ResultColumnType &>(res_column->assumeMutableRef()).getData();
         result_data.reserve(source_col_typed->size());
         const auto & source_data = source_col_typed->getData();
 
-        const auto scale_diff = getScaleDiff(*checkAndGetDataType<SourceDataType>(src.type.get()), *checkAndGetDataType<ResultDataType>(res.type.get()));
+        const auto scale_diff = getScaleDiff(*checkAndGetDataType<SourceDataType>(src.type.get()), *checkAndGetDataType<ResultDataType>(result_type.get()));
         if (scale_diff == 0)
         {
             static_assert(sizeof(typename SourceColumnType::Container::value_type) == sizeof(typename ResultColumnType::Container::value_type));
@@ -114,6 +113,8 @@ public:
             for (const auto & v : source_data)
                 result_data.push_back(static_cast<Int64>(toDestValue(v) / scale_multiplier));
         }
+
+        return res_column;
     }
 
 private:
diff --git a/src/Functions/FunctionsAES.cpp b/src/Functions/FunctionsAES.cpp
new file mode 100644
index 00000000000..1588006eed8
--- /dev/null
+++ b/src/Functions/FunctionsAES.cpp
@@ -0,0 +1,63 @@
+#include <Functions/FunctionsAES.h>
+
+#if USE_SSL
+
+#include <openssl/evp.h>
+#include <openssl/err.h>
+
+#include <string>
+#include <cassert>
+
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int OPENSSL_ERROR;
+}
+}
+
+namespace OpenSSLDetails
+{
+void onError(std::string error_message)
+{
+    error_message += ". OpenSSL error code: " + std::to_string(ERR_get_error());
+    throw DB::Exception(error_message, DB::ErrorCodes::OPENSSL_ERROR);
+}
+
+StringRef foldEncryptionKeyInMySQLCompatitableMode(size_t cipher_key_size, const StringRef & key, std::array<char, EVP_MAX_KEY_LENGTH> & folded_key)
+{
+    assert(cipher_key_size <= EVP_MAX_KEY_LENGTH);
+    memcpy(folded_key.data(), key.data, cipher_key_size);
+
+    for (size_t i = cipher_key_size; i < key.size; ++i)
+    {
+        folded_key[i % cipher_key_size] ^= key.data[i];
+    }
+
+    return StringRef(folded_key.data(), cipher_key_size);
+}
+
+const EVP_CIPHER * getCipherByName(const StringRef & cipher_name)
+{
+    const auto * evp_cipher = EVP_get_cipherbyname(cipher_name.data);
+    if (evp_cipher == nullptr)
+    {
+        // For some reasons following ciphers can't be found by name.
+        if (cipher_name == "aes-128-cfb128")
+            evp_cipher = EVP_aes_128_cfb128();
+        else if (cipher_name == "aes-192-cfb128")
+            evp_cipher = EVP_aes_192_cfb128();
+        else if (cipher_name == "aes-256-cfb128")
+            evp_cipher = EVP_aes_256_cfb128();
+    }
+
+    // NOTE: cipher obtained not via EVP_CIPHER_fetch() would cause extra work on each context reset
+    // with EVP_CIPHER_CTX_reset() or EVP_EncryptInit_ex(), but using EVP_CIPHER_fetch()
+    // causes data race, so we stick to the slower but safer alternative here.
+    return evp_cipher;
+}
+
+}
+
+#endif
diff --git a/src/Functions/FunctionsAES.h b/src/Functions/FunctionsAES.h
new file mode 100644
index 00000000000..68d8b41407d
--- /dev/null
+++ b/src/Functions/FunctionsAES.h
@@ -0,0 +1,688 @@
+#pragma once
+
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
+#if USE_SSL
+#include <DataTypes/DataTypeString.h>
+#include <Columns/ColumnString.h>
+#include <Functions/IFunction.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionHelpers.h>
+
+#include <fmt/format.h>
+
+#include <openssl/evp.h>
+#include <openssl/engine.h>
+
+#include <string_view>
+#include <functional>
+#include <initializer_list>
+
+#include <string.h>
+
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+}
+
+namespace OpenSSLDetails
+{
+[[noreturn]] void onError(std::string error_message);
+StringRef foldEncryptionKeyInMySQLCompatitableMode(size_t cipher_key_size, const StringRef & key, std::array<char, EVP_MAX_KEY_LENGTH> & folded_key);
+
+const EVP_CIPHER * getCipherByName(const StringRef & name);
+
+enum class CompatibilityMode
+{
+    MySQL,
+    OpenSSL
+};
+
+enum class CipherMode
+{
+    MySQLCompatibility,   // with key folding
+    OpenSSLCompatibility, // just as regular openssl's enc application does (AEAD modes, like GCM and CCM are not supported)
+    RFC5116_AEAD_AES_GCM  // AEAD GCM with custom IV length and tag (HMAC) appended to the ciphertext, see https://tools.ietf.org/html/rfc5116#section-5.1
+};
+
+
+template <CipherMode mode>
+struct KeyHolder
+{
+    inline StringRef setKey(size_t cipher_key_size, const StringRef & key) const
+    {
+        if (key.size != cipher_key_size)
+            throw DB::Exception(fmt::format("Invalid key size: {} expected {}", key.size, cipher_key_size),
+                    DB::ErrorCodes::BAD_ARGUMENTS);
+
+        return key;
+    }
+};
+
+template <>
+struct KeyHolder<CipherMode::MySQLCompatibility>
+{
+    inline StringRef setKey(size_t cipher_key_size, const StringRef & key)
+    {
+        if (key.size < cipher_key_size)
+            throw DB::Exception(fmt::format("Invalid key size: {} expected {}", key.size, cipher_key_size),
+                    DB::ErrorCodes::BAD_ARGUMENTS);
+
+        // MySQL does something fancy with the keys that are too long,
+        // ruining compatibility with OpenSSL and not improving security.
+        // But we have to do the same to be compatitable with MySQL.
+        // see https://github.com/mysql/mysql-server/blob/8.0/router/src/harness/src/my_aes_openssl.cc#L71
+        // (my_aes_create_key function)
+        return foldEncryptionKeyInMySQLCompatitableMode(cipher_key_size, key, folded_key);
+    }
+
+    ~KeyHolder()
+    {
+        OPENSSL_cleanse(folded_key.data(), folded_key.size());
+    }
+
+private:
+    std::array<char, EVP_MAX_KEY_LENGTH> folded_key;
+};
+
+template <CompatibilityMode compatibility_mode>
+inline void validateCipherMode(const EVP_CIPHER * evp_cipher)
+{
+    if constexpr (compatibility_mode == CompatibilityMode::MySQL)
+    {
+        switch (EVP_CIPHER_mode(evp_cipher))
+        {
+            case EVP_CIPH_ECB_MODE: [[fallthrough]];
+            case EVP_CIPH_CBC_MODE: [[fallthrough]];
+            case EVP_CIPH_CFB_MODE: [[fallthrough]];
+            case EVP_CIPH_OFB_MODE:
+                return;
+        }
+    }
+    else if constexpr (compatibility_mode == CompatibilityMode::OpenSSL)
+    {
+        switch (EVP_CIPHER_mode(evp_cipher))
+        {
+            case EVP_CIPH_ECB_MODE: [[fallthrough]];
+            case EVP_CIPH_CBC_MODE: [[fallthrough]];
+            case EVP_CIPH_CFB_MODE: [[fallthrough]];
+            case EVP_CIPH_OFB_MODE: [[fallthrough]];
+            case EVP_CIPH_CTR_MODE: [[fallthrough]];
+            case EVP_CIPH_GCM_MODE:
+                return;
+        }
+    }
+
+    throw DB::Exception("Unsupported cipher mode " + std::string(EVP_CIPHER_name(evp_cipher)), DB::ErrorCodes::BAD_ARGUMENTS);
+}
+
+template <CipherMode mode>
+inline void validateIV(const StringRef & iv_value, const size_t cipher_iv_size)
+{
+    // In MySQL mode we don't care if IV is longer than expected, only if shorter.
+    if ((mode == CipherMode::MySQLCompatibility && iv_value.size != 0 && iv_value.size < cipher_iv_size)
+            || (mode == CipherMode::OpenSSLCompatibility && iv_value.size != 0 && iv_value.size != cipher_iv_size))
+        throw DB::Exception(fmt::format("Invalid IV size: {} expected {}", iv_value.size, cipher_iv_size),
+                DB::ErrorCodes::BAD_ARGUMENTS);
+}
+
+}
+
+namespace DB
+{
+template <typename Impl>
+class FunctionEncrypt : public IFunction
+{
+public:
+    static constexpr OpenSSLDetails::CompatibilityMode compatibility_mode = Impl::compatibility_mode;
+    static constexpr auto name = Impl::name;
+    static FunctionPtr create(const Context &) { return std::make_shared<FunctionEncrypt>(); }
+
+private:
+    using CipherMode = OpenSSLDetails::CipherMode;
+
+    String getName() const override { return name; }
+    bool isVariadic() const override { return true; }
+    size_t getNumberOfArguments() const override { return 0; }
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0}; }
+    bool useDefaultImplementationForConstants() const override { return true; }
+
+    DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
+    {
+        auto optional_args = FunctionArgumentDescriptors{
+            {"IV", isStringOrFixedString, nullptr, "Initialization vector binary string"},
+        };
+
+        if constexpr (compatibility_mode == OpenSSLDetails::CompatibilityMode::OpenSSL)
+        {
+            optional_args.emplace_back(FunctionArgumentDescriptor{
+                "AAD", isStringOrFixedString, nullptr, "Additional authenticated data binary string for GCM mode"
+            });
+        }
+
+        validateFunctionArgumentTypes(*this, arguments,
+            FunctionArgumentDescriptors{
+                {"mode", isStringOrFixedString, isColumnConst, "encryption mode string"},
+                {"input", nullptr, nullptr, "plaintext"},
+                {"key", isStringOrFixedString, nullptr, "encryption key binary string"},
+            },
+            optional_args
+        );
+
+        return std::make_shared<DataTypeString>();
+    }
+
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        using namespace OpenSSLDetails;
+
+        const auto mode = arguments[0].column->getDataAt(0);
+
+        if (mode.size == 0 || !std::string_view(mode).starts_with("aes-"))
+            throw Exception("Invalid mode: " + mode.toString(), ErrorCodes::BAD_ARGUMENTS);
+
+        const auto * evp_cipher = getCipherByName(mode);
+        if (evp_cipher == nullptr)
+            throw Exception("Invalid mode: " + mode.toString(), ErrorCodes::BAD_ARGUMENTS);
+
+        const auto cipher_mode = EVP_CIPHER_mode(evp_cipher);
+
+        const auto input_column = arguments[1].column;
+        const auto key_column = arguments[2].column;
+
+        OpenSSLDetails::validateCipherMode<compatibility_mode>(evp_cipher);
+
+        ColumnPtr result_column;
+        if (arguments.size() <= 3)
+            result_column = doEncrypt(evp_cipher, input_rows_count, input_column, key_column, nullptr, nullptr);
+        else
+        {
+            const auto iv_column = arguments[3].column;
+            if (compatibility_mode != OpenSSLDetails::CompatibilityMode::MySQL && EVP_CIPHER_iv_length(evp_cipher) == 0)
+                throw Exception(mode.toString() + " does not support IV", ErrorCodes::BAD_ARGUMENTS);
+
+            if (arguments.size() <= 4)
+            {
+                result_column = doEncrypt(evp_cipher, input_rows_count, input_column, key_column, iv_column, nullptr);
+            }
+            else
+            {
+                if (cipher_mode != EVP_CIPH_GCM_MODE)
+                    throw Exception("AAD can be only set for GCM-mode", ErrorCodes::BAD_ARGUMENTS);
+
+                const auto aad_column = arguments[4].column;
+                result_column = doEncrypt(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+            }
+        }
+
+        return result_column;
+    }
+
+    template <typename InputColumnType, typename KeyColumnType, typename IvColumnType, typename AadColumnType>
+    static ColumnPtr doEncrypt(const EVP_CIPHER * evp_cipher,
+                    size_t input_rows_count,
+                    const InputColumnType & input_column,
+                    const KeyColumnType & key_column,
+                    const IvColumnType & iv_column,
+                    const AadColumnType & aad_column)
+    {
+        if constexpr (compatibility_mode == OpenSSLDetails::CompatibilityMode::MySQL)
+        {
+            return doEncryptImpl<CipherMode::MySQLCompatibility>(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+        }
+        else
+        {
+            if (EVP_CIPHER_mode(evp_cipher) == EVP_CIPH_GCM_MODE)
+            {
+                return doEncryptImpl<CipherMode::RFC5116_AEAD_AES_GCM>(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+            }
+            else
+            {
+                return doEncryptImpl<CipherMode::OpenSSLCompatibility>(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+            }
+        }
+
+        return nullptr;
+    }
+
+    template <CipherMode mode, typename InputColumnType, typename KeyColumnType, typename IvColumnType, typename AadColumnType>
+    static ColumnPtr doEncryptImpl(const EVP_CIPHER * evp_cipher,
+                    size_t input_rows_count,
+                    const InputColumnType & input_column,
+                    const KeyColumnType & key_column,
+                    [[maybe_unused]] const IvColumnType & iv_column,
+                    [[maybe_unused]] const AadColumnType & aad_column)
+    {
+        using namespace OpenSSLDetails;
+
+        auto evp_ctx_ptr = std::unique_ptr<EVP_CIPHER_CTX, decltype(&::EVP_CIPHER_CTX_free)>(EVP_CIPHER_CTX_new(), &EVP_CIPHER_CTX_free);
+        auto * evp_ctx = evp_ctx_ptr.get();
+
+        const auto block_size = static_cast<size_t>(EVP_CIPHER_block_size(evp_cipher));
+        const auto key_size = static_cast<size_t>(EVP_CIPHER_key_length(evp_cipher));
+        [[maybe_unused]] const auto iv_size = static_cast<size_t>(EVP_CIPHER_iv_length(evp_cipher));
+        const auto tag_size = 16; // https://tools.ietf.org/html/rfc5116#section-5.1
+
+        auto encrypted_result_column = ColumnString::create();
+        auto & encrypted_result_column_data = encrypted_result_column->getChars();
+        auto & encrypted_result_column_offsets = encrypted_result_column->getOffsets();
+
+        {
+            size_t resulting_size = 0;
+            // for modes with block_size > 1, plaintext is padded up to a block_size,
+            // which may result in allocating to much for block_size = 1.
+            // That may lead later to reading unallocated data from underlying PaddedPODArray
+            // due to assumption that it is safe to read up to 15 bytes past end.
+            const auto pad_to_next_block = block_size == 1 ? 0 : 1;
+            for (size_t r = 0; r < input_rows_count; ++r)
+            {
+                resulting_size += (input_column->getDataAt(r).size / block_size + pad_to_next_block) * block_size + 1;
+                if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                    resulting_size += tag_size;
+            }
+#if defined(MEMORY_SANITIZER)
+            encrypted_result_column_data.resize_fill(resulting_size, 0xFF);
+#else
+            encrypted_result_column_data.resize(resulting_size);
+#endif
+        }
+
+        auto * encrypted = encrypted_result_column_data.data();
+
+        KeyHolder<mode> key_holder;
+
+        for (size_t r = 0; r < input_rows_count; ++r)
+        {
+            const auto key_value = key_holder.setKey(key_size, key_column->getDataAt(r));
+            auto iv_value = StringRef{};
+            if constexpr (!std::is_same_v<std::nullptr_t, std::decay_t<IvColumnType>>)
+            {
+                iv_value = iv_column->getDataAt(r);
+            }
+
+            const auto input_value = input_column->getDataAt(r);
+
+            if constexpr (mode != CipherMode::MySQLCompatibility)
+            {
+                // in GCM mode IV can be of arbitrary size (>0), IV is optional for other modes.
+                if (mode == CipherMode::RFC5116_AEAD_AES_GCM && iv_value.size == 0)
+                {
+                    throw Exception("Invalid IV size " + std::to_string(iv_value.size) + " != expected size " + std::to_string(iv_size),
+                            DB::ErrorCodes::BAD_ARGUMENTS);
+                }
+
+                if (mode != CipherMode::RFC5116_AEAD_AES_GCM && key_value.size != key_size)
+                {
+                    throw Exception("Invalid key size " + std::to_string(key_value.size) + " != expected size " + std::to_string(key_size),
+                            DB::ErrorCodes::BAD_ARGUMENTS);
+                }
+            }
+
+            // Avoid extra work on empty ciphertext/plaintext for some ciphers
+            if (!(input_value.size == 0 && block_size == 1 && mode != CipherMode::RFC5116_AEAD_AES_GCM))
+            {
+                // 1: Init CTX
+                if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                {
+                    // 1.a.1: Init CTX with custom IV length and optionally with AAD
+                    if (EVP_EncryptInit_ex(evp_ctx, evp_cipher, nullptr, nullptr, nullptr) != 1)
+                        onError("Failed to initialize encryption context with cipher");
+
+                    if (EVP_CIPHER_CTX_ctrl(evp_ctx, EVP_CTRL_AEAD_SET_IVLEN, iv_value.size, nullptr) != 1)
+                        onError("Failed to set custom IV length to " + std::to_string(iv_value.size));
+
+                    if (EVP_EncryptInit_ex(evp_ctx, nullptr, nullptr,
+                            reinterpret_cast<const unsigned char*>(key_value.data),
+                            reinterpret_cast<const unsigned char*>(iv_value.data)) != 1)
+                        onError("Failed to set key and IV");
+
+                    // 1.a.2 Set AAD
+                    if constexpr (!std::is_same_v<std::nullptr_t, std::decay_t<AadColumnType>>)
+                    {
+                        const auto aad_data = aad_column->getDataAt(r);
+                        int tmp_len = 0;
+                        if (aad_data.size != 0 && EVP_EncryptUpdate(evp_ctx, nullptr, &tmp_len,
+                                reinterpret_cast<const unsigned char *>(aad_data.data), aad_data.size) != 1)
+                            onError("Failed to set AAD data");
+                    }
+                }
+                else
+                {
+                    // 1.b: Init CTX
+                    validateIV<mode>(iv_value, iv_size);
+
+                    if (EVP_EncryptInit_ex(evp_ctx, evp_cipher, nullptr,
+                            reinterpret_cast<const unsigned char*>(key_value.data),
+                            reinterpret_cast<const unsigned char*>(iv_value.data)) != 1)
+                        onError("Failed to initialize cipher context");
+                }
+
+                int output_len = 0;
+                // 2: Feed the data to the cipher
+                if (EVP_EncryptUpdate(evp_ctx,
+                        reinterpret_cast<unsigned char*>(encrypted), &output_len,
+                        reinterpret_cast<const unsigned char*>(input_value.data), static_cast<int>(input_value.size)) != 1)
+                    onError("Failed to encrypt");
+                encrypted += output_len;
+
+                // 3: retrieve encrypted data (ciphertext)
+                if (EVP_EncryptFinal_ex(evp_ctx,
+                        reinterpret_cast<unsigned char*>(encrypted), &output_len) != 1)
+                    onError("Failed to fetch ciphertext");
+                encrypted += output_len;
+
+                // 4: optionally retrieve a tag and append it to the ciphertext (RFC5116):
+                // https://tools.ietf.org/html/rfc5116#section-5.1
+                if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                {
+                    if (EVP_CIPHER_CTX_ctrl(evp_ctx, EVP_CTRL_AEAD_GET_TAG, tag_size, encrypted) != 1)
+                        onError("Failed to retrieve GCM tag");
+                    encrypted += tag_size;
+                }
+            }
+
+            *encrypted = '\0';
+            ++encrypted;
+
+            encrypted_result_column_offsets.push_back(encrypted - encrypted_result_column_data.data());
+        }
+
+        // in case of block size of 1, we overestimate buffer required for encrypted data, fix it up.
+        if (!encrypted_result_column_offsets.empty() && encrypted_result_column_data.size() > encrypted_result_column_offsets.back())
+        {
+            encrypted_result_column_data.resize(encrypted_result_column_offsets.back());
+        }
+
+        encrypted_result_column->validate();
+        return encrypted_result_column;
+    }
+};
+
+
+/// AES_decrypt(string, key, block_mode[, init_vector])
+template <typename Impl>
+class FunctionDecrypt : public IFunction
+{
+public:
+    static constexpr OpenSSLDetails::CompatibilityMode compatibility_mode = Impl::compatibility_mode;
+    static constexpr auto name = Impl::name;
+    static FunctionPtr create(const Context &) { return std::make_shared<FunctionDecrypt>(); }
+
+private:
+    using CipherMode = OpenSSLDetails::CipherMode;
+
+    String getName() const override { return name; }
+    bool isVariadic() const override { return true; }
+    size_t getNumberOfArguments() const override { return 0; }
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0}; }
+    bool useDefaultImplementationForConstants() const override { return true; }
+
+    DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
+    {
+        auto optional_args = FunctionArgumentDescriptors{
+            {"IV", isStringOrFixedString, nullptr, "Initialization vector binary string"},
+        };
+
+        if constexpr (compatibility_mode == OpenSSLDetails::CompatibilityMode::OpenSSL)
+        {
+            optional_args.emplace_back(FunctionArgumentDescriptor{
+                "AAD", isStringOrFixedString, nullptr, "Additional authenticated data binary string for GCM mode"
+            });
+        }
+
+        validateFunctionArgumentTypes(*this, arguments,
+            FunctionArgumentDescriptors{
+                {"mode", isStringOrFixedString, isColumnConst, "decryption mode string"},
+                {"input", nullptr, nullptr, "ciphertext"},
+                {"key", isStringOrFixedString, nullptr, "decryption key binary string"},
+            },
+            optional_args
+        );
+
+        return std::make_shared<DataTypeString>();
+    }
+
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        using namespace OpenSSLDetails;
+
+        const auto mode = arguments[0].column->getDataAt(0);
+        if (mode.size == 0 || !std::string_view(mode).starts_with("aes-"))
+            throw Exception("Invalid mode: " + mode.toString(), ErrorCodes::BAD_ARGUMENTS);
+
+        const auto * evp_cipher = getCipherByName(mode);
+        if (evp_cipher == nullptr)
+            throw Exception("Invalid mode: " + mode.toString(), ErrorCodes::BAD_ARGUMENTS);
+
+        OpenSSLDetails::validateCipherMode<compatibility_mode>(evp_cipher);
+
+        const auto input_column = arguments[1].column;
+        const auto key_column = arguments[2].column;
+
+        ColumnPtr result_column;
+        if (arguments.size() <= 3)
+            result_column = doDecrypt(evp_cipher, input_rows_count, input_column, key_column, nullptr, nullptr);
+        else
+        {
+            const auto iv_column = arguments[3].column;
+            if (compatibility_mode != OpenSSLDetails::CompatibilityMode::MySQL && EVP_CIPHER_iv_length(evp_cipher) == 0)
+                throw Exception(mode.toString() + " does not support IV", ErrorCodes::BAD_ARGUMENTS);
+
+            if (arguments.size() <= 4)
+            {
+                result_column = doDecrypt(evp_cipher, input_rows_count, input_column, key_column, iv_column, nullptr);
+            }
+            else
+            {
+                if (EVP_CIPHER_mode(evp_cipher) != EVP_CIPH_GCM_MODE)
+                    throw Exception("AAD can be only set for GCM-mode", ErrorCodes::BAD_ARGUMENTS);
+
+                const auto aad_column = arguments[4].column;
+                result_column = doDecrypt(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+            }
+        }
+
+        return result_column;
+    }
+
+    template <typename InputColumnType, typename KeyColumnType, typename IvColumnType, typename AadColumnType>
+    static ColumnPtr doDecrypt(const EVP_CIPHER * evp_cipher,
+                    size_t input_rows_count,
+                    const InputColumnType & input_column,
+                    const KeyColumnType & key_column,
+                    const IvColumnType & iv_column,
+                    const AadColumnType & aad_column)
+    {
+        if constexpr (compatibility_mode == OpenSSLDetails::CompatibilityMode::MySQL)
+        {
+            return doDecryptImpl<CipherMode::MySQLCompatibility>(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+        }
+        else
+        {
+            const auto cipher_mode = EVP_CIPHER_mode(evp_cipher);
+            if (cipher_mode == EVP_CIPH_GCM_MODE)
+            {
+                return doDecryptImpl<CipherMode::RFC5116_AEAD_AES_GCM>(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+            }
+            else
+            {
+                return doDecryptImpl<CipherMode::OpenSSLCompatibility>(evp_cipher, input_rows_count, input_column, key_column, iv_column, aad_column);
+            }
+        }
+
+        return nullptr;
+    }
+
+    template <CipherMode mode, typename InputColumnType, typename KeyColumnType, typename IvColumnType, typename AadColumnType>
+    static ColumnPtr doDecryptImpl(const EVP_CIPHER * evp_cipher,
+                    size_t input_rows_count,
+                    const InputColumnType & input_column,
+                    const KeyColumnType & key_column,
+                    [[maybe_unused]] const IvColumnType & iv_column,
+                    [[maybe_unused]] const AadColumnType & aad_column)
+    {
+        using namespace OpenSSLDetails;
+
+        auto evp_ctx_ptr = std::unique_ptr<EVP_CIPHER_CTX, decltype(&::EVP_CIPHER_CTX_free)>(EVP_CIPHER_CTX_new(), &EVP_CIPHER_CTX_free);
+        auto * evp_ctx = evp_ctx_ptr.get();
+
+        [[maybe_unused]] const auto block_size = static_cast<size_t>(EVP_CIPHER_block_size(evp_cipher));
+        [[maybe_unused]] const auto iv_size = static_cast<size_t>(EVP_CIPHER_iv_length(evp_cipher));
+        const auto key_size = static_cast<size_t>(EVP_CIPHER_key_length(evp_cipher));
+        const auto tag_size = 16; // https://tools.ietf.org/html/rfc5116#section-5.1
+
+        auto decrypted_result_column = ColumnString::create();
+        auto & decrypted_result_column_data = decrypted_result_column->getChars();
+        auto & decrypted_result_column_offsets = decrypted_result_column->getOffsets();
+
+        {
+            size_t resulting_size = 0;
+            for (size_t r = 0; r < input_rows_count; ++r)
+            {
+                resulting_size += input_column->getDataAt(r).size + 1;
+                if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                    resulting_size -= tag_size;
+            }
+
+#if defined(MEMORY_SANITIZER)
+            // Pre-fill result column with values to prevent MSAN from dropping dead on
+            // aes-X-ecb mode with "WARNING: MemorySanitizer: use-of-uninitialized-value".
+            // This is most likely to be caused by the underlying assembler implementation:
+            // see crypto/aes/aesni-x86_64.s, function aesni_ecb_encrypt
+            // which msan seems to fail instrument correctly.
+            decrypted_result_column_data.resize_fill(resulting_size, 0xFF);
+#else
+            decrypted_result_column_data.resize(resulting_size);
+#endif
+        }
+        auto * decrypted = decrypted_result_column_data.data();
+
+        KeyHolder<mode> key_holder;
+        for (size_t r = 0; r < input_rows_count; ++r)
+        {
+            // 0: prepare key if required
+            auto key_value = key_holder.setKey(key_size, key_column->getDataAt(r));
+            auto iv_value = StringRef{};
+            if constexpr (!std::is_same_v<std::nullptr_t, std::decay_t<IvColumnType>>)
+            {
+                iv_value = iv_column->getDataAt(r);
+            }
+
+            auto input_value = input_column->getDataAt(r);
+            if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+            {
+                // empty plaintext results in empty ciphertext + tag, means there should be at least tag_size bytes.
+                if (input_value.size < tag_size)
+                    throw Exception(fmt::format("Encrypted data is too short: only {} bytes, "
+                            "should contain at least {} bytes of a tag.",
+                            input_value.size, block_size, tag_size), ErrorCodes::BAD_ARGUMENTS);
+                input_value.size -= tag_size;
+            }
+
+            if constexpr (mode != CipherMode::MySQLCompatibility)
+            {
+                // in GCM mode IV can be of arbitrary size (>0), for other modes IV is optional.
+                if (mode == CipherMode::RFC5116_AEAD_AES_GCM && iv_value.size == 0)
+                {
+                    throw Exception("Invalid IV size " + std::to_string(iv_value.size) + " != expected size " + std::to_string(iv_size),
+                            DB::ErrorCodes::BAD_ARGUMENTS);
+                }
+
+                if (key_value.size != key_size)
+                {
+                    throw Exception("Invalid key size " + std::to_string(key_value.size) + " != expected size " + std::to_string(key_size),
+                            DB::ErrorCodes::BAD_ARGUMENTS);
+                }
+            }
+
+            // Avoid extra work on empty ciphertext/plaintext for some ciphers
+            if (!(input_value.size == 0 && block_size == 1 && mode != CipherMode::RFC5116_AEAD_AES_GCM))
+            {
+                // 1: Init CTX
+                if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                {
+                    if (EVP_DecryptInit_ex(evp_ctx, evp_cipher, nullptr, nullptr, nullptr) != 1)
+                        onError("Failed to initialize cipher context 1");
+
+                    // 1.a.1 : Set custom IV length
+                    if (EVP_CIPHER_CTX_ctrl(evp_ctx, EVP_CTRL_AEAD_SET_IVLEN, iv_value.size, nullptr) != 1)
+                        onError("Failed to set custom IV length to " + std::to_string(iv_value.size));
+
+                    // 1.a.1 : Init CTX with key and IV
+                    if (EVP_DecryptInit_ex(evp_ctx, nullptr, nullptr,
+                            reinterpret_cast<const unsigned char*>(key_value.data),
+                            reinterpret_cast<const unsigned char*>(iv_value.data)) != 1)
+                        onError("Failed to set key and IV");
+
+                    // 1.a.2: Set AAD if present
+                    if constexpr (!std::is_same_v<std::nullptr_t, std::decay_t<AadColumnType>>)
+                    {
+                        const auto aad_data = aad_column->getDataAt(r);
+                        int tmp_len = 0;
+                        if (aad_data.size != 0 && EVP_DecryptUpdate(evp_ctx, nullptr, &tmp_len,
+                                reinterpret_cast<const unsigned char *>(aad_data.data), aad_data.size) != 1)
+                            onError("Failed to sed AAD data");
+                    }
+                }
+                else
+                {
+                    // 1.b: Init CTX
+                    validateIV<mode>(iv_value, iv_size);
+
+                    if (EVP_DecryptInit_ex(evp_ctx, evp_cipher, nullptr,
+                            reinterpret_cast<const unsigned char*>(key_value.data),
+                            reinterpret_cast<const unsigned char*>(iv_value.data)) != 1)
+                        onError("Failed to initialize cipher context");
+                }
+
+                // 2: Feed the data to the cipher
+                int output_len = 0;
+                if (EVP_DecryptUpdate(evp_ctx,
+                        reinterpret_cast<unsigned char*>(decrypted), &output_len,
+                        reinterpret_cast<const unsigned char*>(input_value.data), static_cast<int>(input_value.size)) != 1)
+                    onError("Failed to decrypt");
+                decrypted += output_len;
+
+                // 3: optionally get tag from the ciphertext (RFC5116) and feed it to the context
+                if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                {
+                    void * tag = const_cast<void *>(reinterpret_cast<const void *>(input_value.data + input_value.size));
+                    if (EVP_CIPHER_CTX_ctrl(evp_ctx, EVP_CTRL_AEAD_SET_TAG, tag_size, tag) != 1)
+                        onError("Failed to set tag");
+                }
+
+                // 4: retrieve encrypted data (ciphertext)
+                if (EVP_DecryptFinal_ex(evp_ctx,
+                        reinterpret_cast<unsigned char*>(decrypted), &output_len) != 1)
+                    onError("Failed to decrypt");
+                decrypted += output_len;
+            }
+
+            *decrypted = '\0';
+            ++decrypted;
+
+            decrypted_result_column_offsets.push_back(decrypted - decrypted_result_column_data.data());
+
+        }
+
+        // in case we overestimate buffer required for decrypted data, fix it up.
+        if (!decrypted_result_column_offsets.empty() && decrypted_result_column_data.size() > decrypted_result_column_offsets.back())
+        {
+            decrypted_result_column_data.resize(decrypted_result_column_offsets.back());
+        }
+
+        decrypted_result_column->validate();
+        return decrypted_result_column;
+    }
+};
+
+}
+
+
+#endif
diff --git a/src/Functions/FunctionsBitmap.h b/src/Functions/FunctionsBitmap.h
index 9d15bf2ba28..ec43ae6351f 100644
--- a/src/Functions/FunctionsBitmap.h
+++ b/src/Functions/FunctionsBitmap.h
@@ -104,7 +104,7 @@ public:
         if (arguments[0]->onlyNull())
             return arguments[0];
 
-        auto array_type = typeid_cast<const DataTypeArray *>(arguments[0].get());
+        const auto * array_type = typeid_cast<const DataTypeArray *>(arguments[0].get());
         if (!array_type)
             throw Exception(
                 "First argument for function " + getName() + " must be an array but it has type " + arguments[0]->getName() + ".",
@@ -122,23 +122,23 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /* input_rows_count */) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /* input_rows_count */) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
-        auto array_type = typeid_cast<const DataTypeArray *>(from_type);
-        auto nested_type = array_type->getNestedType();
+        const IDataType * from_type = arguments[0].type.get();
+        const auto * array_type = typeid_cast<const DataTypeArray *>(from_type);
+        const auto & nested_type = array_type->getNestedType();
 
         DataTypes argument_types = {nested_type};
 
         WhichDataType which(nested_type);
         if (which.isUInt8())
-            executeBitmapData<UInt8>(columns, argument_types, arguments, result);
+            return executeBitmapData<UInt8>(argument_types, arguments);
         else if (which.isUInt16())
-            executeBitmapData<UInt16>(columns, argument_types, arguments, result);
+            return executeBitmapData<UInt16>(argument_types, arguments);
         else if (which.isUInt32())
-            executeBitmapData<UInt32>(columns, argument_types, arguments, result);
+            return executeBitmapData<UInt32>(argument_types, arguments);
         else if (which.isUInt64())
-            executeBitmapData<UInt64>(columns, argument_types, arguments, result);
+            return executeBitmapData<UInt64>(argument_types, arguments);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -146,11 +146,11 @@ public:
 
 private:
     template <typename T>
-    void executeBitmapData(ColumnsWithTypeAndName & columns, DataTypes & argument_types, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeBitmapData(DataTypes & argument_types, ColumnsWithTypeAndName & arguments) const
     {
         // input data
-        const ColumnArray * array = typeid_cast<const ColumnArray *>(columns[arguments[0]].column.get());
-        ColumnPtr mapped = array->getDataPtr();
+        const ColumnArray * array = typeid_cast<const ColumnArray *>(arguments[0].column.get());
+        const ColumnPtr & mapped = array->getDataPtr();
         const ColumnArray::Offsets & offsets = array->getOffsets();
         const ColumnVector<T> * column = checkAndGetColumn<ColumnVector<T>>(&*mapped);
         const typename ColumnVector<T>::Container & input_data = column->getData();
@@ -174,7 +174,7 @@ private:
                 bitmap_data.rbs.add(input_data[pos]);
             }
         }
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -207,32 +207,32 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         // input data
-        const auto & return_type = columns[result].type;
+        const auto & return_type = result_type;
         auto res_ptr = return_type->createColumn();
         ColumnArray & res = assert_cast<ColumnArray &>(*res_ptr);
 
         IColumn & res_data = res.getData();
         ColumnArray::Offsets & res_offsets = res.getOffsets();
 
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeIntType<UInt8>(columns, arguments, input_rows_count, res_data, res_offsets);
+            executeIntType<UInt8>(arguments, input_rows_count, res_data, res_offsets);
         else if (which.isUInt16())
-            executeIntType<UInt16>(columns, arguments, input_rows_count, res_data, res_offsets);
+            executeIntType<UInt16>(arguments, input_rows_count, res_data, res_offsets);
         else if (which.isUInt32())
-            executeIntType<UInt32>(columns, arguments, input_rows_count, res_data, res_offsets);
+            executeIntType<UInt32>(arguments, input_rows_count, res_data, res_offsets);
         else if (which.isUInt64())
-            executeIntType<UInt64>(columns, arguments, input_rows_count, res_data, res_offsets);
+            executeIntType<UInt64>(arguments, input_rows_count, res_data, res_offsets);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        columns[result].column = std::move(res_ptr);
+        return res_ptr;
     }
 
 private:
@@ -240,11 +240,11 @@ private:
 
     template <typename T>
     void executeIntType(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t input_rows_count, IColumn & res_data_col, ColumnArray::Offsets & res_offsets)
+            ColumnsWithTypeAndName & arguments, size_t input_rows_count, IColumn & res_data_col, ColumnArray::Offsets & res_offsets)
         const
     {
         const ColumnAggregateFunction * column
-            = typeid_cast<const ColumnAggregateFunction *>(columns[arguments[0]].column.get());
+            = typeid_cast<const ColumnAggregateFunction *>(arguments[0].column.get());
 
         PaddedPODArray<T> & res_data = typeid_cast<ColumnVector<T> &>(res_data_col).getData();
         ColumnArray::Offset res_offset = 0;
@@ -282,13 +282,13 @@ public:
                 "First argument for function " + getName() + " must be a bitmap but it has type " + arguments[0]->getName() + ".",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        auto arg_type1 = typeid_cast<const DataTypeNumber<UInt32> *>(arguments[1].get());
+        const auto * arg_type1 = typeid_cast<const DataTypeNumber<UInt32> *>(arguments[1].get());
         if (!(arg_type1))
             throw Exception(
                 "Second argument for function " + getName() + " must be UInt32 but it has type " + arguments[1]->getName() + ".",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        auto arg_type2 = typeid_cast<const DataTypeNumber<UInt32> *>(arguments[1].get());
+        const auto * arg_type2 = typeid_cast<const DataTypeNumber<UInt32> *>(arguments[1].get());
         if (!(arg_type2))
             throw Exception(
                 "Third argument for function " + getName() + " must be UInt32 but it has type " + arguments[2]->getName() + ".",
@@ -299,19 +299,19 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeIntType<UInt8>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt8>(arguments, input_rows_count);
         else if (which.isUInt16())
-            executeIntType<UInt16>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt16>(arguments, input_rows_count);
         else if (which.isUInt32())
-            executeIntType<UInt32>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt32>(arguments, input_rows_count);
         else if (which.isUInt64())
-            executeIntType<UInt64>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt64>(arguments, input_rows_count);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -321,9 +321,7 @@ private:
     using ToType = UInt64;
 
     template <typename T>
-    void executeIntType(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count)
-        const
+    ColumnPtr executeIntType(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
         const IColumn * column_ptrs[3];
         bool is_column_const[3];
@@ -333,7 +331,7 @@ private:
 
         for (size_t i = 0; i < 3; ++i)
         {
-            column_ptrs[i] = columns[arguments[i]].column.get();
+            column_ptrs[i] = arguments[i].column.get();
             is_column_const[i] = isColumnConst(*column_ptrs[i]);
         }
         if (is_column_const[0])
@@ -367,7 +365,7 @@ private:
                 = *reinterpret_cast<AggregateFunctionGroupBitmapData<T> *>(col_to->getData()[i]);
             Impl::apply(bitmap_data_0, range_start, range_end, bitmap_data_2);
         }
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -435,19 +433,19 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeIntType<UInt8>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt8>(arguments, input_rows_count);
         else if (which.isUInt16())
-            executeIntType<UInt16>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt16>(arguments, input_rows_count);
         else if (which.isUInt32())
-            executeIntType<UInt32>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt32>(arguments, input_rows_count);
         else if (which.isUInt64())
-            executeIntType<UInt64>(columns, arguments, result, input_rows_count);
+            return executeIntType<UInt64>(arguments, input_rows_count);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -457,8 +455,7 @@ private:
     using ToType = UInt64;
 
     template <typename T>
-    void executeIntType(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeIntType(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
         const IColumn * column_ptrs[3];
         bool is_column_const[3];
@@ -468,7 +465,7 @@ private:
 
         for (size_t i = 0; i < 3; ++i)
         {
-            column_ptrs[i] = columns[arguments[i]].column.get();
+            column_ptrs[i] = arguments[i].column.get();
             is_column_const[i] = isColumnConst(*column_ptrs[i]);
         }
         if (is_column_const[0])
@@ -485,7 +482,7 @@ private:
             array = typeid_cast<const ColumnArray*>(typeid_cast<const ColumnConst*>(column_ptrs[1])->getDataColumnPtr().get());
         else
         {
-            array = typeid_cast<const ColumnArray *>(columns[arguments[1]].column.get());
+            array = typeid_cast<const ColumnArray *>(arguments[1].column.get());
         }
         const ColumnArray::Offsets & from_offsets = array->getOffsets();
         const ColumnVector<UInt32>::Container & from_container = typeid_cast<const ColumnVector<UInt32> *>(&array->getData())->getData();
@@ -493,7 +490,7 @@ private:
         if (is_column_const[2])
             array = typeid_cast<const ColumnArray*>(typeid_cast<const ColumnConst*>(column_ptrs[2])->getDataColumnPtr().get());
         else
-            array = typeid_cast<const ColumnArray *>(columns[arguments[2]].column.get());
+            array = typeid_cast<const ColumnArray *>(arguments[2].column.get());
 
         const ColumnArray::Offsets & to_offsets = array->getOffsets();
         const ColumnVector<UInt32>::Container & to_container = typeid_cast<const ColumnVector<UInt32> *>(&array->getData())->getData();
@@ -538,7 +535,7 @@ private:
             bitmap_data_2.rbs.merge(bitmap_data_0.rbs);
             bitmap_data_2.rbs.rb_replace(&from_container[from_start], &to_container[to_start], from_end - from_start);
         }
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -558,7 +555,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        auto bitmap_type = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
+        const auto * bitmap_type = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
         if (!(bitmap_type && bitmap_type->getFunctionName() == AggregateFunctionGroupBitmapData<UInt32>::name()))
             throw Exception(
                 "First argument for function " + getName() + " must be a bitmap but it has type " + arguments[0]->getName() + ".",
@@ -568,27 +565,27 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnVector<ToType>::create(input_rows_count);
         typename ColumnVector<ToType>::Container & vec_to = col_to->getData();
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
 
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeIntType<UInt8>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt8>(arguments, input_rows_count, vec_to);
         else if (which.isUInt16())
-            executeIntType<UInt16>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt16>(arguments, input_rows_count, vec_to);
         else if (which.isUInt32())
-            executeIntType<UInt32>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt32>(arguments, input_rows_count, vec_to);
         else if (which.isUInt64())
-            executeIntType<UInt64>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt64>(arguments, input_rows_count, vec_to);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 
 private:
@@ -596,10 +593,10 @@ private:
 
     template <typename T>
     void executeIntType(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t input_rows_count, typename ColumnVector<ToType>::Container & vec_to) const
+            ColumnsWithTypeAndName & arguments, size_t input_rows_count, typename ColumnVector<ToType>::Container & vec_to) const
     {
         const ColumnAggregateFunction * column
-            = typeid_cast<const ColumnAggregateFunction *>(columns[arguments[0]].column.get());
+            = typeid_cast<const ColumnAggregateFunction *>(arguments[0].column.get());
         for (size_t i = 0; i < input_rows_count; ++i)
         {
             const AggregateFunctionGroupBitmapData<T> & bitmap_data
@@ -722,12 +719,12 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        auto bitmap_type0 = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
+        const auto * bitmap_type0 = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
         if (!(bitmap_type0 && bitmap_type0->getFunctionName() == AggregateFunctionGroupBitmapData<UInt32>::name()))
             throw Exception(
                 "First argument for function " + getName() + " must be a bitmap but it has type " + arguments[0]->getName() + ".",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-        auto arg_type1 = typeid_cast<const DataTypeNumber<UInt32> *>(arguments[1].get());
+        const auto * arg_type1 = typeid_cast<const DataTypeNumber<UInt32> *>(arguments[1].get());
         if (!(arg_type1))
             throw Exception(
                 "Second argument for function " + getName() + " must be UInt32 but it has type " + arguments[1]->getName() + ".",
@@ -738,33 +735,33 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnVector<UInt8>::create(input_rows_count);
         typename ColumnVector<UInt8>::Container & vec_to = col_to->getData();
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
 
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeIntType<UInt8>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt8>(arguments, input_rows_count, vec_to);
         else if (which.isUInt16())
-            executeIntType<UInt16>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt16>(arguments, input_rows_count, vec_to);
         else if (which.isUInt32())
-            executeIntType<UInt32>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt32>(arguments, input_rows_count, vec_to);
         else if (which.isUInt64())
-            executeIntType<UInt64>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt64>(arguments, input_rows_count, vec_to);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 
 private:
     template <typename T>
     void executeIntType(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t input_rows_count, typename ColumnVector<UInt8>::Container & vec_to) const
+            ColumnsWithTypeAndName & arguments, size_t input_rows_count, typename ColumnVector<UInt8>::Container & vec_to) const
     {
         const IColumn * column_ptrs[2];
         bool is_column_const[2];
@@ -773,7 +770,7 @@ private:
 
         for (size_t i = 0; i < 2; ++i)
         {
-            column_ptrs[i] = columns[arguments[i]].column.get();
+            column_ptrs[i] = arguments[i].column.get();
             is_column_const[i] = isColumnConst(*column_ptrs[i]);
         }
         if (is_column_const[0])
@@ -812,13 +809,13 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        auto bitmap_type0 = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
+        const auto * bitmap_type0 = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
         if (!(bitmap_type0 && bitmap_type0->getFunctionName() == AggregateFunctionGroupBitmapData<UInt32>::name()))
             throw Exception(
                 "First argument for function " + getName() + " must be a bitmap but it has type " + arguments[0]->getName() + ".",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        auto bitmap_type1 = typeid_cast<const DataTypeAggregateFunction *>(arguments[1].get());
+        const auto * bitmap_type1 = typeid_cast<const DataTypeAggregateFunction *>(arguments[1].get());
         if (!(bitmap_type1 && bitmap_type1->getFunctionName() == AggregateFunctionGroupBitmapData<UInt32>::name()))
             throw Exception(
                 "Second argument for function " + getName() + " must be a bitmap but it has type " + arguments[1]->getName() + ".",
@@ -835,46 +832,46 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnVector<ToType>::create(input_rows_count);
         typename ColumnVector<ToType>::Container & vec_to = col_to->getData();
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
 
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeIntType<UInt8>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt8>(arguments, input_rows_count, vec_to);
         else if (which.isUInt16())
-            executeIntType<UInt16>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt16>(arguments, input_rows_count, vec_to);
         else if (which.isUInt32())
-            executeIntType<UInt32>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt32>(arguments, input_rows_count, vec_to);
         else if (which.isUInt64())
-            executeIntType<UInt64>(columns, arguments, input_rows_count, vec_to);
+            executeIntType<UInt64>(arguments, input_rows_count, vec_to);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 
 private:
     template <typename T>
     void executeIntType(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t input_rows_count, typename ColumnVector<ToType>::Container & vec_to) const
+            ColumnsWithTypeAndName & arguments, size_t input_rows_count, typename ColumnVector<ToType>::Container & vec_to) const
     {
         const ColumnAggregateFunction * column_ptrs[2];
         bool is_column_const[2];
         for (size_t i = 0; i < 2; ++i)
         {
-            if (auto argument_column_const = checkAndGetColumn<ColumnConst>(columns[arguments[i]].column.get()))
+            if (const auto * argument_column_const = checkAndGetColumn<ColumnConst>(arguments[i].column.get()))
             {
                 column_ptrs[i] = typeid_cast<const ColumnAggregateFunction*>(argument_column_const->getDataColumnPtr().get());
                 is_column_const[i] = true;
             }
             else
             {
-                column_ptrs[i] = typeid_cast<const ColumnAggregateFunction*>(columns[arguments[i]].column.get());
+                column_ptrs[i] = typeid_cast<const ColumnAggregateFunction*>(arguments[i].column.get());
                 is_column_const[i] = false;
             }
         }
@@ -947,13 +944,13 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        auto bitmap_type0 = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
+        const auto * bitmap_type0 = typeid_cast<const DataTypeAggregateFunction *>(arguments[0].get());
         if (!(bitmap_type0 && bitmap_type0->getFunctionName() == AggregateFunctionGroupBitmapData<UInt32>::name()))
             throw Exception(
                 "First argument for function " + getName() + " must be a bitmap but it has type " + arguments[0]->getName() + ".",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        auto bitmap_type1 = typeid_cast<const DataTypeAggregateFunction *>(arguments[1].get());
+        const auto * bitmap_type1 = typeid_cast<const DataTypeAggregateFunction *>(arguments[1].get());
         if (!(bitmap_type1 && bitmap_type1->getFunctionName() == AggregateFunctionGroupBitmapData<UInt32>::name()))
             throw Exception(
                 "Second argument for function " + getName() + " must be a bitmap but it has type " + arguments[1]->getName() + ".",
@@ -970,19 +967,19 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         const DataTypeAggregateFunction * aggr_type = typeid_cast<const DataTypeAggregateFunction *>(from_type);
         WhichDataType which(aggr_type->getArgumentsDataTypes()[0]);
         if (which.isUInt8())
-            executeBitmapData<UInt8>(columns, arguments, result, input_rows_count);
+            return executeBitmapData<UInt8>(arguments, input_rows_count);
         else if (which.isUInt16())
-            executeBitmapData<UInt16>(columns, arguments, result, input_rows_count);
+            return executeBitmapData<UInt16>(arguments, input_rows_count);
         else if (which.isUInt32())
-            executeBitmapData<UInt32>(columns, arguments, result, input_rows_count);
+            return executeBitmapData<UInt32>(arguments, input_rows_count);
         else if (which.isUInt64())
-            executeBitmapData<UInt64>(columns, arguments, result, input_rows_count);
+            return executeBitmapData<UInt64>(arguments, input_rows_count);
         else
             throw Exception(
                 "Unexpected type " + from_type->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -990,20 +987,20 @@ public:
 
 private:
     template <typename T>
-    void executeBitmapData(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeBitmapData(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
         const ColumnAggregateFunction * column_ptrs[2];
         bool is_column_const[2];
         for (size_t i = 0; i < 2; ++i)
         {
-            if (auto argument_column_const = typeid_cast<const ColumnConst *>(columns[arguments[i]].column.get()))
+            if (const auto * argument_column_const = typeid_cast<const ColumnConst *>(arguments[i].column.get()))
             {
                 column_ptrs[i] = typeid_cast<const ColumnAggregateFunction *>(argument_column_const->getDataColumnPtr().get());
                 is_column_const[i] = true;
             }
             else
             {
-                column_ptrs[i] = typeid_cast<const ColumnAggregateFunction *>(columns[arguments[i]].column.get());
+                column_ptrs[i] = typeid_cast<const ColumnAggregateFunction *>(arguments[i].column.get());
                 is_column_const[i] = false;
             }
         }
@@ -1026,7 +1023,7 @@ private:
                 = *reinterpret_cast<const AggregateFunctionGroupBitmapData<T> *>(data_ptr_1);
             Impl<T>::apply(bitmap_data_1, bitmap_data_2);
         }
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
diff --git a/src/Functions/FunctionsCoding.h b/src/Functions/FunctionsCoding.h
index 08ea1c8418a..6ae75318f72 100644
--- a/src/Functions/FunctionsCoding.h
+++ b/src/Functions/FunctionsCoding.h
@@ -76,7 +76,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        const auto ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
+        const auto * ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
         if (!ptr || ptr->getN() != IPV6_BINARY_LENGTH)
             throw Exception("Illegal type " + arguments[0]->getName() +
                             " of argument of function " + getName() +
@@ -88,12 +88,12 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const auto & col_type_name = columns[arguments[0]];
+        const auto & col_type_name = arguments[0];
         const ColumnPtr & column = col_type_name.column;
 
-        if (const auto col_in = checkAndGetColumn<ColumnFixedString>(column.get()))
+        if (const auto * col_in = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             if (col_in->getN() != IPV6_BINARY_LENGTH)
                 throw Exception("Illegal type " + col_type_name.type->getName() +
@@ -112,8 +112,8 @@ public:
             vec_res.resize(size * (IPV6_MAX_TEXT_LENGTH + 1));
             offsets_res.resize(size);
 
-            auto begin = reinterpret_cast<char *>(vec_res.data());
-            auto pos = begin;
+            auto * begin = reinterpret_cast<char *>(vec_res.data());
+            auto * pos = begin;
 
             for (size_t offset = 0, i = 0; offset < vec_in.size(); offset += IPV6_BINARY_LENGTH, ++i)
             {
@@ -123,10 +123,10 @@ public:
 
             vec_res.resize(pos - begin);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -145,7 +145,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        const auto ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
+        const auto * ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
         if (!ptr || ptr->getN() != IPV6_BINARY_LENGTH)
             throw Exception("Illegal type " + arguments[0]->getName() +
                             " of argument 1 of function " + getName() +
@@ -168,17 +168,17 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1, 2}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const auto & col_type_name = columns[arguments[0]];
+        const auto & col_type_name = arguments[0];
         const ColumnPtr & column = col_type_name.column;
 
-        const auto & col_ipv6_zeroed_tail_bytes_type = columns[arguments[1]];
+        const auto & col_ipv6_zeroed_tail_bytes_type = arguments[1];
         const auto & col_ipv6_zeroed_tail_bytes = col_ipv6_zeroed_tail_bytes_type.column;
-        const auto & col_ipv4_zeroed_tail_bytes_type = columns[arguments[2]];
+        const auto & col_ipv4_zeroed_tail_bytes_type = arguments[2];
         const auto & col_ipv4_zeroed_tail_bytes = col_ipv4_zeroed_tail_bytes_type.column;
 
-        if (const auto col_in = checkAndGetColumn<ColumnFixedString>(column.get()))
+        if (const auto * col_in = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             if (col_in->getN() != IPV6_BINARY_LENGTH)
                 throw Exception("Illegal type " + col_type_name.type->getName() +
@@ -187,7 +187,7 @@ public:
                                 ", expected FixedString(" + toString(IPV6_BINARY_LENGTH) + ")",
                                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-            const auto ipv6_zeroed_tail_bytes = checkAndGetColumnConst<ColumnVector<UInt8>>(col_ipv6_zeroed_tail_bytes.get());
+            const auto * ipv6_zeroed_tail_bytes = checkAndGetColumnConst<ColumnVector<UInt8>>(col_ipv6_zeroed_tail_bytes.get());
             if (!ipv6_zeroed_tail_bytes)
                 throw Exception("Illegal type " + col_ipv6_zeroed_tail_bytes_type.type->getName() +
                                 " of argument 2 of function " + getName(),
@@ -199,7 +199,7 @@ public:
                                 " of function " + getName(),
                                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-            const auto ipv4_zeroed_tail_bytes = checkAndGetColumnConst<ColumnVector<UInt8>>(col_ipv4_zeroed_tail_bytes.get());
+            const auto * ipv4_zeroed_tail_bytes = checkAndGetColumnConst<ColumnVector<UInt8>>(col_ipv4_zeroed_tail_bytes.get());
             if (!ipv4_zeroed_tail_bytes)
                 throw Exception("Illegal type " + col_ipv4_zeroed_tail_bytes_type.type->getName() +
                                 " of argument 3 of function " + getName(),
@@ -221,12 +221,12 @@ public:
             vec_res.resize(size * (IPV6_MAX_TEXT_LENGTH + 1));
             offsets_res.resize(size);
 
-            auto begin = reinterpret_cast<char *>(vec_res.data());
-            auto pos = begin;
+            auto * begin = reinterpret_cast<char *>(vec_res.data());
+            auto * pos = begin;
 
             for (size_t offset = 0, i = 0; offset < vec_in.size(); offset += IPV6_BINARY_LENGTH, ++i)
             {
-                const auto address = &vec_in[offset];
+                const auto * address = &vec_in[offset];
                 UInt8 zeroed_tail_bytes_count = isIPv4Mapped(address) ? ipv4_zeroed_tail_bytes_count : ipv6_zeroed_tail_bytes_count;
                 cutAddress(reinterpret_cast<const unsigned char *>(address), pos, zeroed_tail_bytes_count);
                 offsets_res[i] = pos - begin;
@@ -234,22 +234,22 @@ public:
 
             vec_res.resize(pos - begin);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
             + " of argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
     }
 
 private:
-    bool isIPv4Mapped(const UInt8 * address) const
+    static bool isIPv4Mapped(const UInt8 * address)
     {
         return (unalignedLoad<UInt64>(address) == 0) &&
             ((unalignedLoad<UInt64>(address + 8) & 0x00000000FFFFFFFFull) == 0x00000000FFFF0000ull);
     }
 
-    void cutAddress(const unsigned char * address, char *& dst, UInt8 zeroed_tail_bytes_count) const
+    static void cutAddress(const unsigned char * address, char *& dst, UInt8 zeroed_tail_bytes_count)
     {
         formatIPv6(address, dst, zeroed_tail_bytes_count);
     }
@@ -277,11 +277,11 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
 
-        if (const auto col_in = checkAndGetColumn<ColumnString>(column.get()))
+        if (const auto * col_in = checkAndGetColumn<ColumnString>(column.get()))
         {
             auto col_res = ColumnFixedString::create(IPV6_BINARY_LENGTH);
 
@@ -301,10 +301,10 @@ public:
                 src_offset = offsets_src[i];
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -339,9 +339,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
 
         if (const ColumnUInt32 * col = typeid_cast<const ColumnUInt32 *>(column.get()))
         {
@@ -365,10 +365,10 @@ public:
 
             vec_res.resize(pos - begin);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
             + " of argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -407,9 +407,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
 
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
@@ -428,10 +428,10 @@ public:
                 prev_offset = offsets_src[i];
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -460,12 +460,12 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const auto & col_type_name = columns[arguments[0]];
+        const auto & col_type_name = arguments[0];
         const ColumnPtr & column = col_type_name.column;
 
-        if (const auto col_in = typeid_cast<const ColumnUInt32 *>(column.get()))
+        if (const auto * col_in = typeid_cast<const ColumnUInt32 *>(column.get()))
         {
             auto col_res = ColumnFixedString::create(IPV6_BINARY_LENGTH);
 
@@ -477,16 +477,16 @@ public:
             for (size_t out_offset = 0, i = 0; out_offset < vec_res.size(); out_offset += IPV6_BINARY_LENGTH, ++i)
                 mapIPv4ToIPv6(vec_in[i], &vec_res[out_offset]);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 
 private:
-    void mapIPv4ToIPv6(UInt32 in, UInt8 * buf) const
+    static void mapIPv4ToIPv6(UInt32 in, UInt8 * buf)
     {
         unalignedStore<UInt64>(buf, 0);
         unalignedStore<UInt64>(buf + 8, 0x00000000FFFF0000ull | (static_cast<UInt64>(ntohl(in)) << 32));
@@ -578,9 +578,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
 
         if (const ColumnUInt64 * col = typeid_cast<const ColumnUInt64 *>(column.get()))
         {
@@ -602,10 +602,10 @@ public:
                 offsets_res[i] = current_offset;
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
             + " of argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -688,9 +688,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
 
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
@@ -716,10 +716,10 @@ public:
                 prev_offset = current_offset;
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -743,7 +743,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        const auto ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
+        const auto * ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
         if (!ptr || ptr->getN() != uuid_bytes_length)
             throw Exception("Illegal type " + arguments[0]->getName() +
                             " of argument of function " + getName() +
@@ -755,12 +755,12 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnWithTypeAndName & col_type_name = columns[arguments[0]];
+        const ColumnWithTypeAndName & col_type_name = arguments[0];
         const ColumnPtr & column = col_type_name.column;
 
-        if (const auto col_in = checkAndGetColumn<ColumnFixedString>(column.get()))
+        if (const auto * col_in = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             if (col_in->getN() != uuid_bytes_length)
                 throw Exception("Illegal type " + col_type_name.type->getName() +
@@ -792,10 +792,10 @@ public:
                 offsets_res[i] = dst_offset;
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -844,7 +844,7 @@ public:
         /// String or FixedString(36)
         if (!isString(arguments[0]))
         {
-            const auto ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
+            const auto * ptr = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
             if (!ptr || ptr->getN() != uuid_text_length)
                 throw Exception("Illegal type " + arguments[0]->getName() +
                                 " of argument of function " + getName() +
@@ -857,12 +857,12 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnWithTypeAndName & col_type_name = columns[arguments[0]];
+        const ColumnWithTypeAndName & col_type_name = arguments[0];
         const ColumnPtr & column = col_type_name.column;
 
-        if (const auto col_in = checkAndGetColumn<ColumnString>(column.get()))
+        if (const auto * col_in = checkAndGetColumn<ColumnString>(column.get()))
         {
             const auto & vec_in = col_in->getChars();
             const auto & offsets_in = col_in->getOffsets();
@@ -891,9 +891,9 @@ public:
                 src_offset += string_size;
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
-        else if (const auto col_in_fixed = checkAndGetColumn<ColumnFixedString>(column.get()))
+        else if (const auto * col_in_fixed = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             if (col_in_fixed->getN() != uuid_text_length)
                 throw Exception("Illegal type " + col_type_name.type->getName() +
@@ -920,10 +920,10 @@ public:
                 dst_offset += uuid_bytes_length;
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
     }
 };
@@ -1083,7 +1083,7 @@ public:
     }
 
 
-    void executeOneString(const UInt8 * pos, const UInt8 * end, char *& out) const
+    static void executeOneString(const UInt8 * pos, const UInt8 * end, char *& out)
     {
         while (pos < end)
         {
@@ -1095,7 +1095,7 @@ public:
         ++out;
     }
 
-    bool tryExecuteString(const IColumn * col, ColumnPtr & col_res) const
+    static bool tryExecuteString(const IColumn * col, ColumnPtr & col_res)
     {
         const ColumnString * col_str_in = checkAndGetColumn<ColumnString>(col);
 
@@ -1139,7 +1139,7 @@ public:
         }
     }
 
-    bool tryExecuteFixedString(const IColumn * col, ColumnPtr & col_res) const
+    static bool tryExecuteFixedString(const IColumn * col, ColumnPtr & col_res)
     {
         const ColumnFixedString * col_fstr_in = checkAndGetColumn<ColumnFixedString>(col);
 
@@ -1187,10 +1187,10 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const IColumn * column = columns[arguments[0]].column.get();
-        ColumnPtr & res_column = columns[result].column;
+        const IColumn * column = arguments[0].column.get();
+        ColumnPtr res_column;
 
         if (tryExecuteUInt<UInt8>(column, res_column) ||
             tryExecuteUInt<UInt16>(column, res_column) ||
@@ -1203,9 +1203,9 @@ public:
             tryExecuteDecimal<Decimal32>(column, res_column) ||
             tryExecuteDecimal<Decimal64>(column, res_column) ||
             tryExecuteDecimal<Decimal128>(column, res_column))
-            return;
+            return res_column;
 
-        throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        throw Exception("Illegal column " + arguments[0].column->getName()
                         + " of argument of function " + getName(),
                         ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -1235,7 +1235,7 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void unhexOne(const char * pos, const char * end, char *& out) const
+    static void unhexOne(const char * pos, const char * end, char *& out)
     {
         if ((end - pos) & 1)
         {
@@ -1255,9 +1255,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
 
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
@@ -1290,11 +1290,11 @@ public:
 
             out_vec.resize(pos - begin);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
         {
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                             + " of argument of function " + getName(),
                             ErrorCodes::ILLEGAL_COLUMN);
         }
@@ -1335,7 +1335,7 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_str = ColumnString::create();
         ColumnString::Chars & out_vec = col_str->getChars();
@@ -1355,7 +1355,7 @@ public:
         for (size_t idx = 0; idx < arguments.size(); ++idx)
         {
             //partial const column
-            columns_holder[idx] = columns[arguments[idx]].column->convertToFullColumnIfConst();
+            columns_holder[idx] = arguments[idx].column->convertToFullColumnIfConst();
             const IColumn * column = columns_holder[idx].get();
 
             if (!(executeNumber<UInt8>(*column, out_vec, idx, input_rows_count, size_per_row)
@@ -1369,12 +1369,12 @@ public:
                 || executeNumber<Float32>(*column, out_vec, idx, input_rows_count, size_per_row)
                 || executeNumber<Float64>(*column, out_vec, idx, input_rows_count, size_per_row)))
             {
-                throw Exception{"Illegal column " + columns[arguments[idx]].column->getName()
+                throw Exception{"Illegal column " + arguments[idx].column->getName()
                                 + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
             }
         }
 
-        columns[result].column = std::move(col_str);
+        return col_str;
     }
 
 private:
@@ -1461,10 +1461,10 @@ public:
         }
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const IColumn * in_column = columns[arguments[0]].column.get();
-        ColumnPtr & out_column = columns[result].column;
+        const IColumn * in_column = arguments[0].column.get();
+        ColumnPtr out_column;
 
         if (tryExecute<UInt8>(in_column, out_column) ||
             tryExecute<UInt16>(in_column, out_column) ||
@@ -1474,9 +1474,9 @@ public:
             tryExecute<Int16>(in_column, out_column) ||
             tryExecute<Int32>(in_column, out_column) ||
             tryExecute<Int64>(in_column, out_column))
-            return;
+            return out_column;
 
-        throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        throw Exception("Illegal column " + arguments[0].column->getName()
                         + " of first argument of function " + getName(),
                         ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -1506,7 +1506,7 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    bool tryExecuteString(const IColumn * col, ColumnPtr & col_res) const
+    static bool tryExecuteString(const IColumn * col, ColumnPtr & col_res)
     {
         const ColumnString * col_str_in = checkAndGetColumn<ColumnString>(col);
 
@@ -1553,7 +1553,7 @@ public:
         }
     }
 
-    bool tryExecuteFixedString(const IColumn * col, ColumnPtr & col_res) const
+    static bool tryExecuteFixedString(const IColumn * col, ColumnPtr & col_res)
     {
         const ColumnFixedString * col_fstr_in = checkAndGetColumn<ColumnFixedString>(col);
 
@@ -1599,15 +1599,15 @@ public:
         }
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const IColumn * column = columns[arguments[0]].column.get();
-        ColumnPtr & res_column = columns[result].column;
+        const IColumn * column = arguments[0].column.get();
+        ColumnPtr res_column;
 
         if (tryExecuteFixedString(column, res_column) || tryExecuteString(column, res_column))
-            return;
+            return res_column;
 
-        throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        throw Exception("Illegal column " + arguments[0].column->getName()
                         + " of argument of function " + getName(),
                         ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -1648,7 +1648,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        const auto first_argument = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
+        const auto * first_argument = checkAndGetDataType<DataTypeFixedString>(arguments[0].get());
         if (!first_argument || first_argument->getN() != IPV6_BINARY_LENGTH)
             throw Exception("Illegal type " + arguments[0]->getName() +
                             " of first argument of function " + getName() +
@@ -1659,7 +1659,7 @@ public:
         if (!isUInt8(second_argument))
             throw Exception{"Illegal type " + second_argument->getName()
                             + " of second argument of function " + getName()
-                            + ", expected numeric type.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+                            + ", expected UInt8", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
 
         DataTypePtr element = DataTypeFactory::instance().get("IPv6");
         return std::make_shared<DataTypeTuple>(DataTypes{element, element});
@@ -1668,38 +1668,38 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
 
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto & col_type_name_ip = columns[arguments[0]];
+        const auto & col_type_name_ip = arguments[0];
         const ColumnPtr & column_ip = col_type_name_ip.column;
 
-        const auto col_ip_in = checkAndGetColumn<ColumnFixedString>(column_ip.get());
+        const auto * col_const_ip_in = checkAndGetColumnConst<ColumnFixedString>(column_ip.get());
+        const auto * col_ip_in = checkAndGetColumn<ColumnFixedString>(column_ip.get());
 
-        if (!col_ip_in)
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        if (!col_ip_in && !col_const_ip_in)
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-        if (col_ip_in->getN() != IPV6_BINARY_LENGTH)
-                throw Exception("Illegal type " + col_type_name_ip.type->getName() +
-                                " of column " + col_ip_in->getName() +
-                                " argument of function " + getName() +
-                                ", expected FixedString(" + toString(IPV6_BINARY_LENGTH) + ")",
-                                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        if ((col_const_ip_in && col_const_ip_in->getValue<String>().size() != IPV6_BINARY_LENGTH) ||
+            (col_ip_in && col_ip_in->getN() != IPV6_BINARY_LENGTH))
+            throw Exception("Illegal type " + col_type_name_ip.type->getName() +
+                            " of column " + column_ip->getName() +
+                            " argument of function " + getName() +
+                            ", expected FixedString(" + toString(IPV6_BINARY_LENGTH) + ")",
+                            ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        const auto & col_type_name_cidr = columns[arguments[1]];
+        const auto & col_type_name_cidr = arguments[1];
         const ColumnPtr & column_cidr = col_type_name_cidr.column;
 
-        const auto col_const_cidr_in = checkAndGetColumnConst<ColumnUInt8>(column_cidr.get());
-        const auto col_cidr_in = checkAndGetColumn<ColumnUInt8>(column_cidr.get());
+        const auto * col_const_cidr_in = checkAndGetColumnConst<ColumnUInt8>(column_cidr.get());
+        const auto * col_cidr_in = checkAndGetColumn<ColumnUInt8>(column_cidr.get());
 
         if (!col_const_cidr_in && !col_cidr_in)
-            throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+            throw Exception("Illegal column " + arguments[1].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-        const auto & vec_in = col_ip_in->getChars();
-
         auto col_res_lower_range = ColumnFixedString::create(IPV6_BINARY_LENGTH);
         auto col_res_upper_range = ColumnFixedString::create(IPV6_BINARY_LENGTH);
 
@@ -1711,17 +1711,27 @@ public:
 
         static constexpr UInt8 max_cidr_mask = IPV6_BINARY_LENGTH * 8;
 
+        const String col_const_ip_str = col_const_ip_in ? col_const_ip_in->getValue<String>() : "";
+        const UInt8 * col_const_ip_value = col_const_ip_in ? reinterpret_cast<const UInt8 *>(col_const_ip_str.c_str()) : nullptr;
+
         for (size_t offset = 0; offset < input_rows_count; ++offset)
         {
             const size_t offset_ipv6 = offset * IPV6_BINARY_LENGTH;
+
+            const UInt8 * ip = col_const_ip_in
+                ? col_const_ip_value
+                : &col_ip_in->getChars()[offset_ipv6];
+
             UInt8 cidr = col_const_cidr_in
                 ? col_const_cidr_in->getValue<UInt8>()
                 : col_cidr_in->getData()[offset];
+
             cidr = std::min(cidr, max_cidr_mask);
-            applyCIDRMask(&vec_in[offset_ipv6], &vec_res_lower_range[offset_ipv6], &vec_res_upper_range[offset_ipv6], cidr);
+
+            applyCIDRMask(ip, &vec_res_lower_range[offset_ipv6], &vec_res_upper_range[offset_ipv6], cidr);
         }
 
-        columns[result].column = ColumnTuple::create(Columns{std::move(col_res_lower_range), std::move(col_res_upper_range)});
+        return ColumnTuple::create(Columns{std::move(col_res_lower_range), std::move(col_res_upper_range)});
     }
 };
 
@@ -1763,7 +1773,7 @@ public:
         if (!isUInt8(second_argument))
             throw Exception{"Illegal type " + second_argument->getName()
                             + " of second argument of function " + getName()
-                            + ", expected numeric type.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+                            + ", expected UInt8", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
 
         DataTypePtr element = DataTypeFactory::instance().get("IPv4");
         return std::make_shared<DataTypeTuple>(DataTypes{element, element});
@@ -1772,30 +1782,29 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
 
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto & col_type_name_ip = columns[arguments[0]];
+        const auto & col_type_name_ip = arguments[0];
         const ColumnPtr & column_ip = col_type_name_ip.column;
 
-        const auto col_ip_in = checkAndGetColumn<ColumnUInt32>(column_ip.get());
-        if (!col_ip_in)
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        const auto * col_const_ip_in = checkAndGetColumnConst<ColumnUInt32>(column_ip.get());
+        const auto * col_ip_in = checkAndGetColumn<ColumnUInt32>(column_ip.get());
+        if (!col_const_ip_in && !col_ip_in)
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-        const auto & col_type_name_cidr = columns[arguments[1]];
+        const auto & col_type_name_cidr = arguments[1];
         const ColumnPtr & column_cidr = col_type_name_cidr.column;
 
-        const auto col_const_cidr_in = checkAndGetColumnConst<ColumnUInt8>(column_cidr.get());
-        const auto col_cidr_in = checkAndGetColumn<ColumnUInt8>(column_cidr.get());
+        const auto * col_const_cidr_in = checkAndGetColumnConst<ColumnUInt8>(column_cidr.get());
+        const auto * col_cidr_in = checkAndGetColumn<ColumnUInt8>(column_cidr.get());
 
         if (!col_const_cidr_in && !col_cidr_in)
-            throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+            throw Exception("Illegal column " + arguments[1].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-        const auto & vec_in = col_ip_in->getData();
-
         auto col_res_lower_range = ColumnUInt32::create();
         auto col_res_upper_range = ColumnUInt32::create();
 
@@ -1807,14 +1816,18 @@ public:
 
         for (size_t i = 0; i < input_rows_count; ++i)
         {
+            UInt32 ip = col_const_ip_in
+                ? col_const_ip_in->getValue<UInt32>()
+                : col_ip_in->getData()[i];
+
             UInt8 cidr = col_const_cidr_in
                 ? col_const_cidr_in->getValue<UInt8>()
                 : col_cidr_in->getData()[i];
 
-            std::tie(vec_res_lower_range[i], vec_res_upper_range[i]) = applyCIDRMask(vec_in[i], cidr);
+            std::tie(vec_res_lower_range[i], vec_res_upper_range[i]) = applyCIDRMask(ip, cidr);
         }
 
-        columns[result].column = ColumnTuple::create(Columns{std::move(col_res_lower_range), std::move(col_res_upper_range)});
+        return ColumnTuple::create(Columns{std::move(col_res_lower_range), std::move(col_res_upper_range)});
     }
 };
 
diff --git a/src/Functions/FunctionsComparison.h b/src/Functions/FunctionsComparison.h
index 39593b4a638..057f52501e5 100644
--- a/src/Functions/FunctionsComparison.h
+++ b/src/Functions/FunctionsComparison.h
@@ -561,7 +561,7 @@ public:
     static constexpr auto name = Name::name;
     static FunctionPtr create(const Context & context) { return std::make_shared<FunctionComparison>(context); }
 
-    FunctionComparison(const Context & context_)
+    explicit FunctionComparison(const Context & context_)
     :   context(context_),
         check_decimal_overflow(decimalCheckComparisonOverflow(context))
     {}
@@ -571,7 +571,7 @@ private:
     bool check_decimal_overflow = true;
 
     template <typename T0, typename T1>
-    bool executeNumRightType(ColumnsWithTypeAndName & columns, size_t result, const ColumnVector<T0> * col_left, const IColumn * col_right_untyped) const
+    ColumnPtr executeNumRightType(const ColumnVector<T0> * col_left, const IColumn * col_right_untyped) const
     {
         if (const ColumnVector<T1> * col_right = checkAndGetColumn<ColumnVector<T1>>(col_right_untyped))
         {
@@ -581,8 +581,7 @@ private:
             vec_res.resize(col_left->getData().size());
             NumComparisonImpl<T0, T1, Op<T0, T1>>::vectorVector(col_left->getData(), col_right->getData(), vec_res);
 
-            columns[result].column = std::move(col_res);
-            return true;
+            return col_res;
         }
         else if (auto col_right_const = checkAndGetColumnConst<ColumnVector<T1>>(col_right_untyped))
         {
@@ -592,15 +591,14 @@ private:
             vec_res.resize(col_left->size());
             NumComparisonImpl<T0, T1, Op<T0, T1>>::vectorConstant(col_left->getData(), col_right_const->template getValue<T1>(), vec_res);
 
-            columns[result].column = std::move(col_res);
-            return true;
+            return col_res;
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename T0, typename T1>
-    bool executeNumConstRightType(ColumnsWithTypeAndName & columns, size_t result, const ColumnConst * col_left, const IColumn * col_right_untyped) const
+    ColumnPtr executeNumConstRightType(const ColumnConst * col_left, const IColumn * col_right_untyped) const
     {
         if (const ColumnVector<T1> * col_right = checkAndGetColumn<ColumnVector<T1>>(col_right_untyped))
         {
@@ -610,41 +608,40 @@ private:
             vec_res.resize(col_left->size());
             NumComparisonImpl<T0, T1, Op<T0, T1>>::constantVector(col_left->template getValue<T0>(), col_right->getData(), vec_res);
 
-            columns[result].column = std::move(col_res);
-            return true;
+            return col_res;
         }
         else if (auto col_right_const = checkAndGetColumnConst<ColumnVector<T1>>(col_right_untyped))
         {
             UInt8 res = 0;
             NumComparisonImpl<T0, T1, Op<T0, T1>>::constantConstant(col_left->template getValue<T0>(), col_right_const->template getValue<T1>(), res);
 
-            columns[result].column = DataTypeUInt8().createColumnConst(col_left->size(), toField(res));
-            return true;
+            return DataTypeUInt8().createColumnConst(col_left->size(), toField(res));
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename T0>
-    bool executeNumLeftType(ColumnsWithTypeAndName & columns, size_t result, const IColumn * col_left_untyped, const IColumn * col_right_untyped) const
+    ColumnPtr executeNumLeftType(const IColumn * col_left_untyped, const IColumn * col_right_untyped) const
     {
+        ColumnPtr res = nullptr;
         if (const ColumnVector<T0> * col_left = checkAndGetColumn<ColumnVector<T0>>(col_left_untyped))
         {
-            if (   executeNumRightType<T0, UInt8>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, UInt16>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, UInt32>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, UInt64>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, UInt128>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, UInt256>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Int8>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Int16>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Int32>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Int64>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Int128>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Int256>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Float32>(columns, result, col_left, col_right_untyped)
-                || executeNumRightType<T0, Float64>(columns, result, col_left, col_right_untyped))
-                return true;
+            if (   (res = executeNumRightType<T0, UInt8>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, UInt16>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, UInt32>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, UInt64>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, UInt128>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, UInt256>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Int8>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Int16>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Int32>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Int64>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Int128>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Int256>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Float32>(col_left, col_right_untyped))
+                || (res = executeNumRightType<T0, Float64>(col_left, col_right_untyped)))
+                return res;
             else
                 throw Exception("Illegal column " + col_right_untyped->getName()
                     + " of second argument of function " + getName(),
@@ -652,34 +649,35 @@ private:
         }
         else if (auto col_left_const = checkAndGetColumnConst<ColumnVector<T0>>(col_left_untyped))
         {
-            if (   executeNumConstRightType<T0, UInt8>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, UInt16>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, UInt32>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, UInt64>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, UInt128>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, UInt256>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Int8>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Int16>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Int32>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Int64>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Int128>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Int256>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Float32>(columns, result, col_left_const, col_right_untyped)
-                || executeNumConstRightType<T0, Float64>(columns, result, col_left_const, col_right_untyped))
-                return true;
+            if (   (res = executeNumConstRightType<T0, UInt8>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, UInt16>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, UInt32>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, UInt64>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, UInt128>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, UInt256>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Int8>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Int16>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Int32>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Int64>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Int128>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Int256>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Float32>(col_left_const, col_right_untyped))
+                || (res = executeNumConstRightType<T0, Float64>(col_left_const, col_right_untyped)))
+                return res;
             else
                 throw Exception("Illegal column " + col_right_untyped->getName()
                     + " of second argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
         }
 
-        return false;
+        return nullptr;
     }
 
-    void executeDecimal(ColumnsWithTypeAndName & columns, size_t result, const ColumnWithTypeAndName & col_left, const ColumnWithTypeAndName & col_right) const
+    ColumnPtr executeDecimal(const ColumnWithTypeAndName & col_left, const ColumnWithTypeAndName & col_right) const
     {
         TypeIndex left_number = col_left.type->getTypeId();
         TypeIndex right_number = col_right.type->getTypeId();
+        ColumnPtr res;
 
         auto call = [&](const auto & types) -> bool
         {
@@ -688,18 +686,19 @@ private:
             using RightDataType = typename Types::RightType;
 
             if (check_decimal_overflow)
-                DecimalComparison<LeftDataType, RightDataType, Op, true>(columns, result, col_left, col_right);
+                return (res = DecimalComparison<LeftDataType, RightDataType, Op, true>::apply(col_left, col_right)) != nullptr;
             else
-                DecimalComparison<LeftDataType, RightDataType, Op, false>(columns, result, col_left, col_right);
-            return true;
+                return (res = DecimalComparison<LeftDataType, RightDataType, Op, false>::apply(col_left, col_right)) != nullptr;
         };
 
         if (!callOnBasicTypes<true, false, true, true>(left_number, right_number, call))
             throw Exception("Wrong call for " + getName() + " with " + col_left.type->getName() + " and " + col_right.type->getName(),
                             ErrorCodes::LOGICAL_ERROR);
+
+        return res;
     }
 
-    bool executeString(ColumnsWithTypeAndName & columns, size_t result, const IColumn * c0, const IColumn * c1) const
+    ColumnPtr executeString(const IColumn * c0, const IColumn * c1) const
     {
         const ColumnString * c0_string = checkAndGetColumn<ColumnString>(c0);
         const ColumnString * c1_string = checkAndGetColumn<ColumnString>(c1);
@@ -710,7 +709,7 @@ private:
         const ColumnConst * c1_const = checkAndGetColumnConstStringOrFixedString(c1);
 
         if (!((c0_string || c0_fixed_string || c0_const) && (c1_string || c1_fixed_string || c1_const)))
-            return false;
+            return nullptr;
 
         const ColumnString::Chars * c0_const_chars = nullptr;
         const ColumnString::Chars * c1_const_chars = nullptr;
@@ -759,12 +758,11 @@ private:
 
         if (c0_const && c1_const)
         {
-            auto res = executeString(columns, result, &c0_const->getDataColumn(), &c1_const->getDataColumn());
+            auto res = executeString(&c0_const->getDataColumn(), &c1_const->getDataColumn());
             if (!res)
-                return false;
+                return nullptr;
 
-            columns[result].column = ColumnConst::create(columns[result].column, c0_const->size());
-            return true;
+            return ColumnConst::create(res, c0_const->size());
         }
         else
         {
@@ -818,13 +816,12 @@ private:
                     + " of arguments of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
 
-            columns[result].column = std::move(c_res);
-            return true;
+            return c_res;
         }
     }
 
-    bool executeWithConstString(
-            ColumnsWithTypeAndName & columns, size_t result, const IColumn * col_left_untyped, const IColumn * col_right_untyped,
+    ColumnPtr executeWithConstString(
+            const DataTypePtr & result_type, const IColumn * col_left_untyped, const IColumn * col_right_untyped,
             const DataTypePtr & left_type, const DataTypePtr & right_type, size_t input_rows_count) const
     {
         /// To compare something with const string, we cast constant to appropriate type and compare as usual.
@@ -835,7 +832,7 @@ private:
         const ColumnConst * right_const = checkAndGetColumnConstStringOrFixedString(col_right_untyped);
 
         if (!left_const && !right_const)
-            return false;
+            return nullptr;
 
         const IDataType * type_string = left_const ? left_type.get() : right_type.get();
         const DataTypePtr & type_to_compare = !left_const ? left_type : right_type;
@@ -846,29 +843,25 @@ private:
         /// If not possible to convert, comparison with =, <, >, <=, >= yields to false and comparison with != yields to true.
         if (converted.isNull())
         {
-            columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, IsOperation<Op>::not_equals);
+            return DataTypeUInt8().createColumnConst(input_rows_count, IsOperation<Op>::not_equals);
         }
         else
         {
             auto column_converted = type_to_compare->createColumnConst(input_rows_count, converted);
 
-            ColumnsWithTypeAndName tmp_columns_columns
+            ColumnsWithTypeAndName tmp_columns
             {
                 { left_const ? column_converted : col_left_untyped->getPtr(), type_to_compare, "" },
                 { !left_const ? column_converted : col_right_untyped->getPtr(), type_to_compare, "" },
-                columns[result]
             };
 
-            executeImpl(tmp_columns_columns, {0, 1}, 2, input_rows_count);
-
-            columns[result].column = std::move(tmp_columns_columns[2].column);
+            return executeImpl(tmp_columns, result_type, input_rows_count);
         }
-
-        return true;
     }
 
-    void executeTuple(ColumnsWithTypeAndName & columns, size_t result, const ColumnWithTypeAndName & c0, const ColumnWithTypeAndName & c1,
-                      size_t input_rows_count) const
+    ColumnPtr executeTuple(
+        const DataTypePtr & result_type, const ColumnWithTypeAndName & c0, const ColumnWithTypeAndName & c1,
+        size_t input_rows_count) const
     {
         /** We will lexicographically compare the tuples. This is done as follows:
           * x == y : x1 == y1 && x2 == y2 ...
@@ -892,12 +885,8 @@ private:
         if (tuple_size != typeid_cast<const DataTypeTuple &>(*c1.type).getElements().size())
             throw Exception("Cannot compare tuples of different sizes.", ErrorCodes::BAD_ARGUMENTS);
 
-        auto & res = columns[result];
-        if (res.type->onlyNull())
-        {
-            res.column = res.type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+        if (result_type->onlyNull())
+            return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
         ColumnsWithTypeAndName x(tuple_size);
         ColumnsWithTypeAndName y(tuple_size);
@@ -927,18 +916,16 @@ private:
             y[i].column = y_columns[i];
         }
 
-        executeTupleImpl(columns, result, x, y, tuple_size, input_rows_count);
+        return executeTupleImpl(x, y, tuple_size, input_rows_count);
     }
 
-    void executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
+    ColumnPtr executeTupleImpl(const ColumnsWithTypeAndName & x,
                           const ColumnsWithTypeAndName & y, size_t tuple_size,
                           size_t input_rows_count) const;
 
-    void executeTupleEqualityImpl(
+    ColumnPtr executeTupleEqualityImpl(
             std::shared_ptr<IFunctionOverloadResolver> func_compare,
             std::shared_ptr<IFunctionOverloadResolver> func_convolution,
-            ColumnsWithTypeAndName & columns,
-            size_t result,
             const ColumnsWithTypeAndName & x,
             const ColumnsWithTypeAndName & y,
             size_t tuple_size,
@@ -947,84 +934,70 @@ private:
         if (0 == tuple_size)
             throw Exception("Comparison of zero-sized tuples is not implemented.", ErrorCodes::NOT_IMPLEMENTED);
 
-        ColumnsWithTypeAndName convolution_types(tuple_size);
+        ColumnsWithTypeAndName convolution_columns(tuple_size);
+        ColumnsWithTypeAndName tmp_columns(2);
 
-        ColumnsWithTypeAndName tmp_columns;
         for (size_t i = 0; i < tuple_size; ++i)
         {
-            tmp_columns.emplace_back(x[i]);
-            tmp_columns.emplace_back(y[i]);
+            tmp_columns[0] = x[i];
+            tmp_columns[1] = y[i];
 
-            auto impl = func_compare->build({x[i], y[i]});
-            convolution_types[i].type = impl->getReturnType();
+            auto impl = func_compare->build(tmp_columns);
+            convolution_columns[i].type = impl->getResultType();
 
             /// Comparison of the elements.
-            tmp_columns.emplace_back(ColumnWithTypeAndName{ nullptr, impl->getReturnType(), "" });
-            impl->execute(tmp_columns, {i * 3, i * 3 + 1}, i * 3 + 2, input_rows_count);
+            convolution_columns[i].column = impl->execute(tmp_columns, impl->getResultType(), input_rows_count);
         }
 
         if (tuple_size == 1)
         {
             /// Do not call AND for single-element tuple.
-            columns[result].column = tmp_columns[2].column;
-            return;
+            return convolution_columns[0].column;
         }
 
         /// Logical convolution.
-
-        ColumnNumbers convolution_args(tuple_size);
-        for (size_t i = 0; i < tuple_size; ++i)
-            convolution_args[i] = i * 3 + 2;
-
-        auto impl = func_convolution->build(convolution_types);
-        tmp_columns.emplace_back(ColumnWithTypeAndName{ nullptr, impl->getReturnType(), "" });
-
-        impl->execute(tmp_columns, convolution_args, tuple_size * 3, input_rows_count);
-        columns[result].column = tmp_columns[tuple_size * 3].column;
+        auto impl = func_convolution->build(convolution_columns);
+        return impl->execute(convolution_columns, impl->getResultType(), input_rows_count);
     }
 
-    void executeTupleLessGreaterImpl(
+    ColumnPtr executeTupleLessGreaterImpl(
             std::shared_ptr<IFunctionOverloadResolver> func_compare_head,
             std::shared_ptr<IFunctionOverloadResolver> func_compare_tail,
             std::shared_ptr<IFunctionOverloadResolver> func_and,
             std::shared_ptr<IFunctionOverloadResolver> func_or,
             std::shared_ptr<IFunctionOverloadResolver> func_equals,
-            ColumnsWithTypeAndName & columns,
-            size_t result,
             const ColumnsWithTypeAndName & x,
             const ColumnsWithTypeAndName & y,
             size_t tuple_size,
             size_t input_rows_count) const
     {
-        ColumnsWithTypeAndName tmp_columns;
+        ColumnsWithTypeAndName less_columns(tuple_size);
+        ColumnsWithTypeAndName equal_columns(tuple_size - 1);
+        ColumnsWithTypeAndName tmp_columns(2);
 
         /// Pairwise comparison of the inequality of all elements; on the equality of all elements except the last.
         /// (x[i], y[i], x[i] < y[i], x[i] == y[i])
         for (size_t i = 0; i < tuple_size; ++i)
         {
-            tmp_columns.emplace_back(x[i]);
-            tmp_columns.emplace_back(y[i]);
-
-            tmp_columns.emplace_back(ColumnWithTypeAndName()); // pos == i * 4 + 2
+            tmp_columns[0] = x[i];
+            tmp_columns[1] = y[i];
 
             if (i + 1 != tuple_size)
             {
-                auto impl_head = func_compare_head->build({x[i], y[i]});
-                tmp_columns[i * 4 + 2].type = impl_head->getReturnType();
-                impl_head->execute(tmp_columns, {i * 4, i * 4 + 1}, i * 4 + 2, input_rows_count);
+                auto impl_head = func_compare_head->build(tmp_columns);
+                less_columns[i].type = impl_head->getResultType();
+                less_columns[i].column = impl_head->execute(tmp_columns, less_columns[i].type, input_rows_count);
 
-                tmp_columns.emplace_back(ColumnWithTypeAndName()); // i * 4 + 3
-
-                auto impl_equals = func_equals->build({x[i], y[i]});
-                tmp_columns[i * 4 + 3].type = impl_equals->getReturnType();
-                impl_equals->execute(tmp_columns, {i * 4, i * 4 + 1}, i * 4 + 3, input_rows_count);
+                auto impl_equals = func_equals->build(tmp_columns);
+                equal_columns[i].type = impl_equals->getResultType();
+                equal_columns[i].column = impl_equals->execute(tmp_columns, equal_columns[i].type, input_rows_count);
 
             }
             else
             {
-                auto impl_tail = func_compare_tail->build({x[i], y[i]});
-                tmp_columns[i * 4 + 2].type = impl_tail->getReturnType();
-                impl_tail->execute(tmp_columns, {i * 4, i * 4 + 1}, i * 4 + 2, input_rows_count);
+                auto impl_tail = func_compare_tail->build(tmp_columns);
+                less_columns[i].type = impl_tail->getResultType();
+                less_columns[i].column = impl_tail->execute(tmp_columns, less_columns[i].type, input_rows_count);
             }
         }
 
@@ -1035,38 +1008,28 @@ private:
         ///   for (int i = tuple_size - 2; i >= 0; --i)
         ///       res = (res && `x == y`[i]) || `x < y`[i];
         size_t i = tuple_size - 1;
+        tmp_columns[0] = less_columns[i];
         while (i > 0)
         {
             --i;
 
-            size_t and_lhs_pos = tmp_columns.size() - 1; // res
-            size_t and_rhs_pos = i * 4 + 3; // `x == y`[i]
-            tmp_columns.emplace_back(ColumnWithTypeAndName());
+            tmp_columns[1] = equal_columns[i];
+            auto func_and_adaptor = func_and->build(tmp_columns);
 
-            ColumnsWithTypeAndName and_args = {{ nullptr, tmp_columns[and_lhs_pos].type, "" },
-                                               { nullptr, tmp_columns[and_rhs_pos].type, "" }};
+            tmp_columns[0].column = func_and_adaptor->execute(tmp_columns, func_and_adaptor->getResultType(), input_rows_count);
+            tmp_columns[0].type = func_and_adaptor->getResultType();
 
-            auto func_and_adaptor = func_and->build(and_args);
-            tmp_columns[tmp_columns.size() - 1].type = func_and_adaptor->getReturnType();
-            func_and_adaptor->execute(tmp_columns, {and_lhs_pos, and_rhs_pos}, tmp_columns.size() - 1, input_rows_count);
-
-            size_t or_lhs_pos = tmp_columns.size() - 1; // (res && `x == y`[i])
-            size_t or_rhs_pos = i * 4 + 2; // `x < y`[i]
-            tmp_columns.emplace_back(ColumnWithTypeAndName());
-
-            ColumnsWithTypeAndName or_args = {{ nullptr, tmp_columns[or_lhs_pos].type, "" },
-                                              { nullptr, tmp_columns[or_rhs_pos].type, "" }};
-
-            auto func_or_adaptor = func_or->build(or_args);
-            tmp_columns[tmp_columns.size() - 1].type = func_or_adaptor->getReturnType();
-            func_or_adaptor->execute(tmp_columns, {or_lhs_pos, or_rhs_pos}, tmp_columns.size() - 1, input_rows_count);
+            tmp_columns[1] = less_columns[i];
+            auto func_or_adaptor = func_or->build(tmp_columns);
 
+            tmp_columns[0].column = func_or_adaptor->execute(tmp_columns, func_or_adaptor->getResultType(), input_rows_count);
+            tmp_columns[tmp_columns.size() - 1].type = func_or_adaptor->getResultType();
         }
 
-        columns[result].column = tmp_columns[tmp_columns.size() - 1].column;
+        return tmp_columns[0].column;
     }
 
-    void executeGenericIdenticalTypes(ColumnsWithTypeAndName & columns, size_t result, const IColumn * c0, const IColumn * c1) const
+    ColumnPtr executeGenericIdenticalTypes(const IColumn * c0, const IColumn * c1) const
     {
         bool c0_const = isColumnConst(*c0);
         bool c1_const = isColumnConst(*c1);
@@ -1075,7 +1038,7 @@ private:
         {
             UInt8 res = 0;
             GenericComparisonImpl<Op<int, int>>::constantConstant(*c0, *c1, res);
-            columns[result].column = DataTypeUInt8().createColumnConst(c0->size(), toField(res));
+            return DataTypeUInt8().createColumnConst(c0->size(), toField(res));
         }
         else
         {
@@ -1090,18 +1053,18 @@ private:
             else
                 GenericComparisonImpl<Op<int, int>>::vectorVector(*c0, *c1, vec_res);
 
-            columns[result].column = std::move(c_res);
+            return c_res;
         }
     }
 
-    void executeGeneric(ColumnsWithTypeAndName & columns, size_t result, const ColumnWithTypeAndName & c0, const ColumnWithTypeAndName & c1) const
+    ColumnPtr executeGeneric(const ColumnWithTypeAndName & c0, const ColumnWithTypeAndName & c1) const
     {
         DataTypePtr common_type = getLeastSupertype({c0.type, c1.type});
 
         ColumnPtr c0_converted = castColumn(c0, common_type);
         ColumnPtr c1_converted = castColumn(c1, common_type);
 
-        executeGenericIdenticalTypes(columns, result, c0_converted.get(), c1_converted.get());
+        return executeGenericIdenticalTypes(c0_converted.get(), c1_converted.get());
     }
 
 public:
@@ -1157,7 +1120,7 @@ public:
             {
                 ColumnsWithTypeAndName args = {{nullptr, left_tuple->getElements()[i], ""},
                                                {nullptr, right_tuple->getElements()[i], ""}};
-                auto element_type = adaptor.build(args)->getReturnType();
+                auto element_type = adaptor.build(args)->getResultType();
                 has_nullable = has_nullable || element_type->isNullable();
                 has_null = has_null || element_type->onlyNull();
             }
@@ -1173,10 +1136,10 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const auto & col_with_type_and_name_left = columns[arguments[0]];
-        const auto & col_with_type_and_name_right = columns[arguments[1]];
+        const auto & col_with_type_and_name_left = arguments[0];
+        const auto & col_with_type_and_name_right = arguments[1];
         const IColumn * col_left_untyped = col_with_type_and_name_left.column.get();
         const IColumn * col_right_untyped = col_with_type_and_name_right.column.get();
 
@@ -1194,13 +1157,11 @@ public:
                 || IsOperation<Op>::less_or_equals
                 || IsOperation<Op>::greater_or_equals)
             {
-                columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, 1u);
-                return;
+                return DataTypeUInt8().createColumnConst(input_rows_count, 1u);
             }
             else
             {
-                columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, 0u);
-                return;
+                return DataTypeUInt8().createColumnConst(input_rows_count, 0u);
             }
         }
 
@@ -1216,39 +1177,44 @@ public:
         bool date_and_datetime = (which_left.idx != which_right.idx) &&
             which_left.isDateOrDateTime() && which_right.isDateOrDateTime();
 
+        ColumnPtr res;
         if (left_is_num && right_is_num && !date_and_datetime)
         {
-            if (!(executeNumLeftType<UInt8>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<UInt16>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<UInt32>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<UInt64>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<UInt128>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<UInt256>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Int8>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Int16>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Int32>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Int64>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Int128>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Int256>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Float32>(columns, result, col_left_untyped, col_right_untyped)
-                || executeNumLeftType<Float64>(columns, result, col_left_untyped, col_right_untyped)))
+            if (!((res = executeNumLeftType<UInt8>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<UInt16>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<UInt32>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<UInt64>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<UInt128>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<UInt256>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Int8>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Int16>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Int32>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Int64>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Int128>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Int256>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Float32>(col_left_untyped, col_right_untyped))
+                || (res = executeNumLeftType<Float64>(col_left_untyped, col_right_untyped))))
                 throw Exception("Illegal column " + col_left_untyped->getName()
                     + " of first argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
+
+            return res;
         }
         else if (checkAndGetDataType<DataTypeTuple>(left_type.get())
             && checkAndGetDataType<DataTypeTuple>(right_type.get()))
         {
-            executeTuple(columns, result, col_with_type_and_name_left, col_with_type_and_name_right, input_rows_count);
+            return executeTuple(result_type, col_with_type_and_name_left, col_with_type_and_name_right, input_rows_count);
         }
-        else if (left_is_string && right_is_string && executeString(columns, result, col_left_untyped, col_right_untyped))
+        else if (left_is_string && right_is_string && (res = executeString(col_left_untyped, col_right_untyped)))
         {
+            return res;
         }
-        else if (executeWithConstString(
-                columns, result, col_left_untyped, col_right_untyped,
+        else if ((res = executeWithConstString(
+                result_type, col_left_untyped, col_right_untyped,
                 left_type, right_type,
-                input_rows_count))
+                input_rows_count)))
         {
+            return res;
         }
         else if (isColumnedAsDecimal(left_type) || isColumnedAsDecimal(right_type))
         {
@@ -1257,15 +1223,15 @@ public:
                 throw Exception("No operation " + getName() + " between " + left_type->getName() + " and " + right_type->getName(),
                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-            executeDecimal(columns, result, col_with_type_and_name_left, col_with_type_and_name_right);
+            return executeDecimal(col_with_type_and_name_left, col_with_type_and_name_right);
         }
         else if (left_type->equals(*right_type))
         {
-            executeGenericIdenticalTypes(columns, result, col_left_untyped, col_right_untyped);
+            return executeGenericIdenticalTypes(col_left_untyped, col_right_untyped);
         }
         else
         {
-            executeGeneric(columns, result, col_with_type_and_name_left, col_with_type_and_name_right);
+            return executeGeneric(col_with_type_and_name_left, col_with_type_and_name_right);
         }
     }
 
diff --git a/src/Functions/FunctionsConsistentHashing.h b/src/Functions/FunctionsConsistentHashing.h
index f5a2d3aac4d..edadfd659e2 100644
--- a/src/Functions/FunctionsConsistentHashing.h
+++ b/src/Functions/FunctionsConsistentHashing.h
@@ -65,10 +65,10 @@ public:
         return {1};
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        if (isColumnConst(*columns[arguments[1]].column))
-            executeConstBuckets(columns, arguments, result);
+        if (isColumnConst(*arguments[1].column))
+            return executeConstBuckets(arguments);
         else
             throw Exception(
                 "The second argument of function " + getName() + " (number of buckets) must be constant", ErrorCodes::BAD_ARGUMENTS);
@@ -93,9 +93,9 @@ private:
         return static_cast<BucketsType>(buckets);
     }
 
-    void executeConstBuckets(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeConstBuckets(ColumnsWithTypeAndName & arguments) const
     {
-        Field buckets_field = (*columns[arguments[1]].column)[0];
+        Field buckets_field = (*arguments[1].column)[0];
         BucketsType num_buckets;
 
         if (buckets_field.getType() == Field::Types::Int64)
@@ -106,8 +106,8 @@ private:
             throw Exception("Illegal type " + String(buckets_field.getTypeName()) + " of the second argument of function " + getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        const auto & hash_col = columns[arguments[0]].column;
-        const IDataType * hash_type = columns[arguments[0]].type.get();
+        const auto & hash_col = arguments[0].column;
+        const IDataType * hash_type = arguments[0].type.get();
         auto res_col = ColumnVector<ResultType>::create();
 
         WhichDataType which(hash_type);
@@ -132,7 +132,7 @@ private:
             throw Exception("Illegal type " + hash_type->getName() + " of the first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        columns[result].column = std::move(res_col);
+        return res_col;
     }
 
     template <typename CurrentHashType>
diff --git a/src/Functions/FunctionsConversion.cpp b/src/Functions/FunctionsConversion.cpp
index 3f38614f584..df962800385 100644
--- a/src/Functions/FunctionsConversion.cpp
+++ b/src/Functions/FunctionsConversion.cpp
@@ -68,6 +68,8 @@ void registerFunctionsConversion(FunctionFactory & factory)
     factory.registerFunction<FunctionToDecimal128OrZero>();
     factory.registerFunction<FunctionToDecimal256OrZero>();
 
+    factory.registerFunction<FunctionToUUIDOrZero>();
+
     factory.registerFunction<FunctionToUInt8OrNull>();
     factory.registerFunction<FunctionToUInt16OrNull>();
     factory.registerFunction<FunctionToUInt32OrNull>();
@@ -90,6 +92,8 @@ void registerFunctionsConversion(FunctionFactory & factory)
     factory.registerFunction<FunctionToDecimal128OrNull>();
     factory.registerFunction<FunctionToDecimal256OrNull>();
 
+    factory.registerFunction<FunctionToUUIDOrNull>();
+
     factory.registerFunction<FunctionParseDateTimeBestEffort>();
     factory.registerFunction<FunctionParseDateTimeBestEffortUS>();
     factory.registerFunction<FunctionParseDateTimeBestEffortOrZero>();
diff --git a/src/Functions/FunctionsConversion.h b/src/Functions/FunctionsConversion.h
index 1cbf8cc3925..70e8904cfc1 100644
--- a/src/Functions/FunctionsConversion.h
+++ b/src/Functions/FunctionsConversion.h
@@ -101,10 +101,11 @@ struct ConvertImpl
     using ToFieldType = typename ToDataType::FieldType;
 
     template <typename Additions = void *>
-    static void NO_SANITIZE_UNDEFINED execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/,
-                        Additions additions [[maybe_unused]] = Additions())
+    static ColumnPtr NO_SANITIZE_UNDEFINED execute(
+        ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t /*input_rows_count*/,
+        Additions additions [[maybe_unused]] = Additions())
     {
-        const ColumnWithTypeAndName & named_from = columns[arguments[0]];
+        const ColumnWithTypeAndName & named_from = arguments[0];
 
         using ColVecFrom = typename FromDataType::ColumnType;
         using ColVecTo = typename ToDataType::ColumnType;
@@ -161,7 +162,7 @@ struct ConvertImpl
                     vec_to[i] = static_cast<ToFieldType>(vec_from[i]);
             }
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
             throw Exception("Illegal column " + named_from.column->getName() + " of first argument of function " + Name::name,
@@ -441,9 +442,9 @@ struct FormatImpl<DataTypeDecimal<FieldType>>
 template <typename FieldType, typename Name>
 struct ConvertImpl<DataTypeEnum<FieldType>, DataTypeNumber<FieldType>, Name>
 {
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/)
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/)
     {
-        columns[result].column = columns[arguments[0]].column;
+        return arguments[0].column;
     }
 };
 
@@ -454,16 +455,16 @@ struct ConvertImpl<FromDataType, std::enable_if_t<!std::is_same_v<FromDataType,
     using FromFieldType = typename FromDataType::FieldType;
     using ColVecType = std::conditional_t<IsDecimalNumber<FromFieldType>, ColumnDecimal<FromFieldType>, ColumnVector<FromFieldType>>;
 
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/)
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/)
     {
-        const auto & col_with_type_and_name = columns[arguments[0]];
+        const auto & col_with_type_and_name = arguments[0];
         const auto & type = static_cast<const FromDataType &>(*col_with_type_and_name.type);
 
         const DateLUTImpl * time_zone = nullptr;
 
         /// For argument of DateTime type, second argument with time zone could be specified.
         if constexpr (std::is_same_v<FromDataType, DataTypeDateTime> || std::is_same_v<FromDataType, DataTypeDateTime64>)
-            time_zone = &extractTimeZoneFromFunctionArguments(columns, arguments, 1, 0);
+            time_zone = &extractTimeZoneFromFunctionArguments(arguments, 1, 0);
 
         if (const auto col_from = checkAndGetColumn<ColVecType>(col_with_type_and_name.column.get()))
         {
@@ -495,10 +496,10 @@ struct ConvertImpl<FromDataType, std::enable_if_t<!std::is_same_v<FromDataType,
             }
 
             write_buffer.finalize();
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of function " + Name::name,
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -508,9 +509,9 @@ struct ConvertImpl<FromDataType, std::enable_if_t<!std::is_same_v<FromDataType,
 /// Generic conversion of any type to String.
 struct ConvertImplGenericToString
 {
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments)
     {
-        const auto & col_with_type_and_name = columns[arguments[0]];
+        const auto & col_with_type_and_name = arguments[0];
         const IDataType & type = *col_with_type_and_name.type;
         const IColumn & col_from = *col_with_type_and_name.column;
 
@@ -535,7 +536,7 @@ struct ConvertImplGenericToString
         }
 
         write_buffer.finalize();
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -568,7 +569,7 @@ template <>
 inline void parseImpl<DataTypeUUID>(DataTypeUUID::FieldType & x, ReadBuffer & rb, const DateLUTImpl *)
 {
     UUID tmp;
-    readText(tmp, rb);
+    readUUIDText(tmp, rb);
     x = tmp;
 }
 
@@ -602,12 +603,23 @@ inline bool tryParseImpl<DataTypeDateTime>(DataTypeDateTime::FieldType & x, Read
     return true;
 }
 
+template <>
+inline bool tryParseImpl<DataTypeUUID>(DataTypeUUID::FieldType & x, ReadBuffer & rb, const DateLUTImpl *)
+{
+    UUID tmp;
+    if (!tryReadUUIDText(tmp, rb))
+        return false;
+
+    x = tmp;
+    return true;
+}
+
 
 /** Throw exception with verbose message when string value is not parsed completely.
   */
-[[noreturn]] inline void throwExceptionForIncompletelyParsedValue(ReadBuffer & read_buffer, ColumnsWithTypeAndName & columns, size_t result)
+[[noreturn]] inline void throwExceptionForIncompletelyParsedValue(ReadBuffer & read_buffer, const DataTypePtr result_type)
 {
-    const IDataType & to_type = *columns[result].type;
+    const IDataType & to_type = *result_type;
 
     WriteBufferFromOwnString message_buf;
     message_buf << "Cannot parse string " << quote << String(read_buffer.buffer().begin(), read_buffer.buffer().size())
@@ -650,7 +662,7 @@ struct ConvertThroughParsing
 
     static constexpr bool to_datetime64 = std::is_same_v<ToDataType, DataTypeDateTime64>;
 
-    using ToFieldType = typename ToDataType::FieldType;
+    // using ToFieldType = typename ToDataType::FieldType;
 
     static bool isAllRead(ReadBuffer & in)
     {
@@ -670,7 +682,7 @@ struct ConvertThroughParsing
     }
 
     template <typename Additions = void *>
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count,
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & res_type, size_t input_rows_count,
                         Additions additions [[maybe_unused]] = Additions())
     {
         using ColVecTo = typename ToDataType::ColumnType;
@@ -681,20 +693,20 @@ struct ConvertThroughParsing
         /// For conversion to DateTime type, second argument with time zone could be specified.
         if constexpr (std::is_same_v<ToDataType, DataTypeDateTime> || to_datetime64)
         {
-            const auto result_type = removeNullable(columns[result].type);
+            const auto result_type = removeNullable(res_type);
             // Time zone is already figured out during result type resolution, no need to do it here.
             if (const auto dt_col = checkAndGetDataType<ToDataType>(result_type.get()))
                 local_time_zone = &dt_col->getTimeZone();
             else
             {
-                local_time_zone = &extractTimeZoneFromFunctionArguments(columns, arguments, 1, 0);
+                local_time_zone = &extractTimeZoneFromFunctionArguments(arguments, 1, 0);
             }
 
             if constexpr (parsing_mode == ConvertFromStringParsingMode::BestEffort || parsing_mode == ConvertFromStringParsingMode::BestEffortUS)
                 utc_time_zone = &DateLUT::instance("UTC");
         }
 
-        const IColumn * col_from = columns[arguments[0]].column.get();
+        const IColumn * col_from = arguments[0].column.get();
         const ColumnString * col_from_string = checkAndGetColumn<ColumnString>(col_from);
         const ColumnFixedString * col_from_fixed_string = checkAndGetColumn<ColumnFixedString>(col_from);
 
@@ -799,7 +811,7 @@ struct ConvertThroughParsing
                 }
 
                 if (!isAllRead(read_buffer))
-                    throwExceptionForIncompletelyParsedValue(read_buffer, columns, result);
+                    throwExceptionForIncompletelyParsedValue(read_buffer, res_type);
             }
             else
             {
@@ -847,9 +859,9 @@ struct ConvertThroughParsing
         }
 
         if constexpr (exception_mode == ConvertFromStringExceptionMode::Null)
-            columns[result].column = ColumnNullable::create(std::move(col_to), std::move(col_null_map_to));
+            return ColumnNullable::create(std::move(col_to), std::move(col_null_map_to));
         else
-            columns[result].column = std::move(col_to);
+            return col_to;
     }
 };
 
@@ -865,12 +877,12 @@ struct ConvertImpl<std::enable_if_t<!std::is_same_v<ToDataType, DataTypeFixedStr
 /// Generic conversion of any type from String. Used for complex types: Array and Tuple.
 struct ConvertImplGenericFromString
 {
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type)
     {
-        const IColumn & col_from = *columns[arguments[0]].column;
+        const IColumn & col_from = *arguments[0].column;
         size_t size = col_from.size();
 
-        const IDataType & data_type_to = *columns[result].type;
+        const IDataType & data_type_to = *result_type;
 
         if (const ColumnString * col_from_string = checkAndGetColumn<ColumnString>(&col_from))
         {
@@ -892,15 +904,15 @@ struct ConvertImplGenericFromString
                 data_type_to.deserializeAsWholeText(column_to, read_buffer, format_settings);
 
                 if (!read_buffer.eof())
-                    throwExceptionForIncompletelyParsedValue(read_buffer, columns, result);
+                    throwExceptionForIncompletelyParsedValue(read_buffer, result_type);
 
                 current_offset = offsets[i];
             }
 
-            columns[result].column = std::move(res);
+            return res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of conversion function from string",
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -920,9 +932,9 @@ struct ConvertImpl<DataTypeString, DataTypeUInt32, NameToUnixTimestamp>
 template <typename T, typename Name>
 struct ConvertImpl<std::enable_if_t<!T::is_parametric, T>, T, Name>
 {
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/)
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/)
     {
-        columns[result].column = columns[arguments[0]].column;
+        return arguments[0].column;
     }
 };
 
@@ -933,9 +945,9 @@ struct ConvertImpl<std::enable_if_t<!T::is_parametric, T>, T, Name>
 template <typename Name>
 struct ConvertImpl<DataTypeFixedString, DataTypeString, Name>
 {
-    static void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/)
+    static ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/)
     {
-        if (const ColumnFixedString * col_from = checkAndGetColumn<ColumnFixedString>(columns[arguments[0]].column.get()))
+        if (const ColumnFixedString * col_from = checkAndGetColumn<ColumnFixedString>(arguments[0].column.get()))
         {
             auto col_to = ColumnString::create();
 
@@ -964,10 +976,10 @@ struct ConvertImpl<DataTypeFixedString, DataTypeString, Name>
             }
 
             data_to.resize(offset_to);
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of function " + Name::name,
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -1009,17 +1021,14 @@ struct NameParseDateTimeBestEffortOrZero;
 struct NameParseDateTimeBestEffortOrNull;
 
 template<typename Name, typename ToDataType>
-static inline bool isDateTime64(const ColumnsWithTypeAndName & arguments, const ColumnNumbers & arguments_index = {})
+static inline bool isDateTime64(const ColumnsWithTypeAndName & arguments)
 {
     if constexpr (std::is_same_v<ToDataType, DataTypeDateTime64>)
         return true;
     else if constexpr (std::is_same_v<Name, NameToDateTime> || std::is_same_v<Name, NameParseDateTimeBestEffort>
         || std::is_same_v<Name, NameParseDateTimeBestEffortOrZero> || std::is_same_v<Name, NameParseDateTimeBestEffortOrNull>)
     {
-        if (arguments_index.empty())
-            return (arguments.size() == 2 && isUnsignedInteger(arguments[1].type)) || arguments.size() == 3;
-        else
-            return (arguments_index.size() == 2 && isUnsignedInteger(arguments[arguments_index[1]].type)) || arguments_index.size() == 3;
+        return (arguments.size() == 2 && isUnsignedInteger(arguments[1].type)) || arguments.size() == 3;
     }
 
     return false;
@@ -1066,7 +1075,7 @@ public:
         }
 
         // toString(DateTime or DateTime64, [timezone: String])
-        if ((std::is_same_v<Name, NameToString> && arguments.size() > 0 && (isDateTime64(arguments[0].type) || isDateTime(arguments[0].type)))
+        if ((std::is_same_v<Name, NameToString> && !arguments.empty() && (isDateTime64(arguments[0].type) || isDateTime(arguments[0].type)))
             // toUnixTimestamp(value[, timezone : String])
             || std::is_same_v<Name, NameToUnixTimestamp>
             // toDate(value[, timezone : String])
@@ -1132,11 +1141,11 @@ public:
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
     bool canBeExecutedOnDefaultArguments() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         try
         {
-            executeInternal(columns, arguments, result, input_rows_count);
+            return executeInternal(arguments, result_type, input_rows_count);
         }
         catch (Exception & e)
         {
@@ -1144,8 +1153,8 @@ public:
             if (e.code() == ErrorCodes::ATTEMPT_TO_READ_AFTER_EOF)
             {
                 e.addMessage("Cannot parse "
-                    + columns[result].type->getName() + " from "
-                    + columns[arguments[0]].type->getName()
+                    + result_type->getName() + " from "
+                    + arguments[0].type->getName()
                     + ", because value is too short");
             }
             else if (e.code() == ErrorCodes::CANNOT_PARSE_NUMBER
@@ -1158,8 +1167,8 @@ public:
                 || e.code() == ErrorCodes::CANNOT_PARSE_UUID)
             {
                 e.addMessage("Cannot parse "
-                    + columns[result].type->getName() + " from "
-                    + columns[arguments[0]].type->getName());
+                    + result_type->getName() + " from "
+                    + arguments[0].type->getName());
             }
 
             throw;
@@ -1177,13 +1186,14 @@ public:
     }
 
 private:
-    void executeInternal(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeInternal(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
     {
-        if (!arguments.size())
+        if (arguments.empty())
             throw Exception{"Function " + getName() + " expects at least 1 arguments",
                ErrorCodes::TOO_FEW_ARGUMENTS_FOR_FUNCTION};
 
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
+        ColumnPtr result_column;
 
         auto call = [&](const auto & types) -> bool
         {
@@ -1206,15 +1216,15 @@ private:
                         ErrorCodes::TOO_FEW_ARGUMENTS_FOR_FUNCTION};
                 }
 
-                const ColumnWithTypeAndName & scale_column = columns[arguments[1]];
+                const ColumnWithTypeAndName & scale_column = arguments[1];
                 UInt32 scale = extractToDecimalScale(scale_column);
 
-                ConvertImpl<LeftDataType, RightDataType, Name>::execute(columns, arguments, result, input_rows_count, scale);
+                result_column = ConvertImpl<LeftDataType, RightDataType, Name>::execute(arguments, result_type, input_rows_count, scale);
             }
             else if constexpr (IsDataTypeDateOrDateTime<RightDataType> && std::is_same_v<LeftDataType, DataTypeDateTime64>)
             {
-                const auto * dt64 = assert_cast<const DataTypeDateTime64 *>(columns[arguments[0]].type.get());
-                ConvertImpl<LeftDataType, RightDataType, Name>::execute(columns, arguments, result, input_rows_count, dt64->getScale());
+                const auto * dt64 = assert_cast<const DataTypeDateTime64 *>(arguments[0].type.get());
+                result_column = ConvertImpl<LeftDataType, RightDataType, Name>::execute(arguments, result_type, input_rows_count, dt64->getScale());
             }
             else if constexpr (IsDataTypeDecimalOrNumber<LeftDataType> && IsDataTypeDecimalOrNumber<RightDataType>)
             {
@@ -1233,27 +1243,27 @@ private:
                     throw Exception("Wrong UUID conversion", ErrorCodes::CANNOT_CONVERT_TYPE);
                 }
                 else
-                    ConvertImpl<LeftDataType, RightDataType, Name>::execute(columns, arguments, result, input_rows_count);
+                    result_column = ConvertImpl<LeftDataType, RightDataType, Name>::execute(arguments, result_type, input_rows_count);
             }
             else
-                ConvertImpl<LeftDataType, RightDataType, Name>::execute(columns, arguments, result, input_rows_count);
+                result_column = ConvertImpl<LeftDataType, RightDataType, Name>::execute(arguments, result_type, input_rows_count);
 
             return true;
         };
 
-        if (isDateTime64<Name, ToDataType>(columns, arguments))
+        if (isDateTime64<Name, ToDataType>(arguments))
         {
             /// For toDateTime('xxxx-xx-xx xx:xx:xx.00', 2[, 'timezone']) we need to it convert to DateTime64
-            const ColumnWithTypeAndName & scale_column = columns[arguments[1]];
+            const ColumnWithTypeAndName & scale_column = arguments[1];
             UInt32 scale = extractToDecimalScale(scale_column);
 
             if (to_datetime64 || scale != 0) /// When scale = 0, the data type is DateTime otherwise the data type is DateTime64
             {
                 if (!callOnIndexAndDataType<DataTypeDateTime64>(from_type->getTypeId(), call))
-                    throw Exception("Illegal type " + columns[arguments[0]].type->getName() + " of argument of function " + getName(),
+                    throw Exception("Illegal type " + arguments[0].type->getName() + " of argument of function " + getName(),
                                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-                return;
+                return result_column;
             }
         }
 
@@ -1263,12 +1273,14 @@ private:
             /// Generic conversion of any type to String.
             if (std::is_same_v<ToDataType, DataTypeString>)
             {
-                ConvertImplGenericToString::execute(columns, arguments, result);
+                return ConvertImplGenericToString::execute(arguments);
             }
             else
-                throw Exception("Illegal type " + columns[arguments[0]].type->getName() + " of argument of function " + getName(),
+                throw Exception("Illegal type " + arguments[0].type->getName() + " of argument of function " + getName(),
                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
         }
+
+        return result_column;
     }
 };
 
@@ -1394,59 +1406,59 @@ public:
     }
 
     template <typename ConvertToDataType>
-    bool executeInternal(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count, UInt32 scale = 0) const
+    ColumnPtr executeInternal(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count, UInt32 scale = 0) const
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
 
         if (checkAndGetDataType<DataTypeString>(from_type))
         {
-            ConvertThroughParsing<DataTypeString, ConvertToDataType, Name, exception_mode, parsing_mode>::execute(
-                columns, arguments, result, input_rows_count, scale);
-            return true;
+            return ConvertThroughParsing<DataTypeString, ConvertToDataType, Name, exception_mode, parsing_mode>::execute(
+                arguments, result_type, input_rows_count, scale);
         }
         else if (checkAndGetDataType<DataTypeFixedString>(from_type))
         {
-            ConvertThroughParsing<DataTypeFixedString, ConvertToDataType, Name, exception_mode, parsing_mode>::execute(
-                columns, arguments, result, input_rows_count, scale);
-            return true;
+            return ConvertThroughParsing<DataTypeFixedString, ConvertToDataType, Name, exception_mode, parsing_mode>::execute(
+                arguments, result_type, input_rows_count, scale);
         }
 
-        return false;
+        return nullptr;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        bool ok = true;
+        ColumnPtr result_column;
 
         if constexpr (to_decimal)
-            ok = executeInternal<ToDataType>(columns, arguments, result, input_rows_count,
-                assert_cast<const ToDataType &>(*removeNullable(columns[result].type)).getScale());
+            result_column = executeInternal<ToDataType>(arguments, result_type, input_rows_count,
+                assert_cast<const ToDataType &>(*removeNullable(result_type)).getScale());
         else
         {
-            if (isDateTime64<Name, ToDataType>(columns, arguments))
+            if (isDateTime64<Name, ToDataType>(arguments))
             {
                 UInt64 scale = to_datetime64 ? DataTypeDateTime64::default_scale : 0;
                 if (arguments.size() > 1)
-                    scale = extractToDecimalScale(columns[arguments[1]]);
+                    scale = extractToDecimalScale(arguments[1]);
 
                 if (scale == 0)
-                    ok = executeInternal<DataTypeDateTime>(columns, arguments, result, input_rows_count);
+                    result_column = executeInternal<DataTypeDateTime>(arguments, result_type, input_rows_count);
                 else
                 {
-                    ok = executeInternal<DataTypeDateTime64>(columns, arguments, result, input_rows_count, static_cast<UInt32>(scale));
+                    result_column = executeInternal<DataTypeDateTime64>(arguments, result_type, input_rows_count, static_cast<UInt32>(scale));
                 }
             }
             else
             {
-                ok = executeInternal<ToDataType>(columns, arguments, result, input_rows_count);
+                result_column = executeInternal<ToDataType>(arguments, result_type, input_rows_count);
             }
         }
 
-        if (!ok)
-            throw Exception("Illegal type " + columns[arguments[0]].type->getName() + " of argument of function " + getName()
+        if (!result_column)
+            throw Exception("Illegal type " + arguments[0].type->getName() + " of argument of function " + getName()
                 + ". Only String or FixedString argument is accepted for try-conversion function."
                 + " For other arguments, use function without 'orZero' or 'orNull'.",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+        return result_column;
     }
 };
 
@@ -1630,8 +1642,8 @@ struct ToStringMonotonicity
         IFunction::Monotonicity positive(true, true);
         IFunction::Monotonicity not_monotonic;
 
-        auto type_ptr = &type;
-        if (auto * low_cardinality_type = checkAndGetDataType<DataTypeLowCardinality>(type_ptr))
+        const auto * type_ptr = &type;
+        if (const auto * low_cardinality_type = checkAndGetDataType<DataTypeLowCardinality>(type_ptr))
             type_ptr = low_cardinality_type->getDictionaryType().get();
 
         /// `toString` function is monotonous if the argument is Date or DateTime or String, or non-negative numbers with the same number of symbols.
@@ -1754,6 +1766,7 @@ struct NameToDecimal32OrZero { static constexpr auto name = "toDecimal32OrZero";
 struct NameToDecimal64OrZero { static constexpr auto name = "toDecimal64OrZero"; };
 struct NameToDecimal128OrZero { static constexpr auto name = "toDecimal128OrZero"; };
 struct NameToDecimal256OrZero { static constexpr auto name = "toDecimal256OrZero"; };
+struct NameToUUIDOrZero { static constexpr auto name = "toUUIDOrZero"; };
 
 using FunctionToUInt8OrZero = FunctionConvertFromString<DataTypeUInt8, NameToUInt8OrZero, ConvertFromStringExceptionMode::Zero>;
 using FunctionToUInt16OrZero = FunctionConvertFromString<DataTypeUInt16, NameToUInt16OrZero, ConvertFromStringExceptionMode::Zero>;
@@ -1775,6 +1788,7 @@ using FunctionToDecimal32OrZero = FunctionConvertFromString<DataTypeDecimal<Deci
 using FunctionToDecimal64OrZero = FunctionConvertFromString<DataTypeDecimal<Decimal64>, NameToDecimal64OrZero, ConvertFromStringExceptionMode::Zero>;
 using FunctionToDecimal128OrZero = FunctionConvertFromString<DataTypeDecimal<Decimal128>, NameToDecimal128OrZero, ConvertFromStringExceptionMode::Zero>;
 using FunctionToDecimal256OrZero = FunctionConvertFromString<DataTypeDecimal<Decimal256>, NameToDecimal256OrZero, ConvertFromStringExceptionMode::Zero>;
+using FunctionToUUIDOrZero = FunctionConvertFromString<DataTypeUUID, NameToUUIDOrZero, ConvertFromStringExceptionMode::Zero>;
 
 struct NameToUInt8OrNull { static constexpr auto name = "toUInt8OrNull"; };
 struct NameToUInt16OrNull { static constexpr auto name = "toUInt16OrNull"; };
@@ -1796,6 +1810,7 @@ struct NameToDecimal32OrNull { static constexpr auto name = "toDecimal32OrNull";
 struct NameToDecimal64OrNull { static constexpr auto name = "toDecimal64OrNull"; };
 struct NameToDecimal128OrNull { static constexpr auto name = "toDecimal128OrNull"; };
 struct NameToDecimal256OrNull { static constexpr auto name = "toDecimal256OrNull"; };
+struct NameToUUIDOrNull { static constexpr auto name = "toUUIDOrNull"; };
 
 using FunctionToUInt8OrNull = FunctionConvertFromString<DataTypeUInt8, NameToUInt8OrNull, ConvertFromStringExceptionMode::Null>;
 using FunctionToUInt16OrNull = FunctionConvertFromString<DataTypeUInt16, NameToUInt16OrNull, ConvertFromStringExceptionMode::Null>;
@@ -1817,6 +1832,7 @@ using FunctionToDecimal32OrNull = FunctionConvertFromString<DataTypeDecimal<Deci
 using FunctionToDecimal64OrNull = FunctionConvertFromString<DataTypeDecimal<Decimal64>, NameToDecimal64OrNull, ConvertFromStringExceptionMode::Null>;
 using FunctionToDecimal128OrNull = FunctionConvertFromString<DataTypeDecimal<Decimal128>, NameToDecimal128OrNull, ConvertFromStringExceptionMode::Null>;
 using FunctionToDecimal256OrNull = FunctionConvertFromString<DataTypeDecimal<Decimal256>, NameToDecimal256OrNull, ConvertFromStringExceptionMode::Null>;
+using FunctionToUUIDOrNull = FunctionConvertFromString<DataTypeUUID, NameToUUIDOrNull, ConvertFromStringExceptionMode::Null>;
 
 struct NameParseDateTimeBestEffort { static constexpr auto name = "parseDateTimeBestEffort"; };
 struct NameParseDateTimeBestEffortUS { static constexpr auto name = "parseDateTimeBestEffortUS"; };
@@ -1856,7 +1872,7 @@ using FunctionParseDateTime64BestEffortOrNull = FunctionConvertFromString<
 class ExecutableFunctionCast : public IExecutableFunctionImpl
 {
 public:
-    using WrapperType = std::function<void(ColumnsWithTypeAndName &, const ColumnNumbers &, size_t, size_t)>;
+    using WrapperType = std::function<ColumnPtr(ColumnsWithTypeAndName &, const DataTypePtr &, const ColumnNullable *, size_t)>;
 
     explicit ExecutableFunctionCast(WrapperType && wrapper_function_, const char * name_)
             : wrapper_function(std::move(wrapper_function_)), name(name_) {}
@@ -1864,14 +1880,14 @@ public:
     String getName() const override { return name; }
 
 protected:
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) override
     {
         /// drop second argument, pass others
-        ColumnNumbers new_arguments{arguments.front()};
+        ColumnsWithTypeAndName new_arguments{arguments.front()};
         if (arguments.size() > 2)
             new_arguments.insert(std::end(new_arguments), std::next(std::begin(arguments), 2), std::end(arguments));
 
-        wrapper_function(columns, new_arguments, result, input_rows_count);
+        return wrapper_function(new_arguments, result_type, nullptr, input_rows_count);
     }
 
     bool useDefaultImplementationForNulls() const override { return false; }
@@ -1890,7 +1906,7 @@ struct NameCast { static constexpr auto name = "CAST"; };
 class FunctionCast final : public IFunctionBaseImpl
 {
 public:
-    using WrapperType = std::function<void(ColumnsWithTypeAndName &, const ColumnNumbers &, size_t, size_t)>;
+    using WrapperType = std::function<ColumnPtr(ColumnsWithTypeAndName &, const DataTypePtr &, const ColumnNullable *, size_t)>;
     using MonotonicityForRange = std::function<Monotonicity(const IDataType &, const Field &, const Field &)>;
 
     FunctionCast(const char * name_, MonotonicityForRange && monotonicity_for_range_
@@ -1901,12 +1917,12 @@ public:
     }
 
     const DataTypes & getArgumentTypes() const override { return argument_types; }
-    const DataTypePtr & getReturnType() const override { return return_type; }
+    const DataTypePtr & getResultType() const override { return return_type; }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & /*sample_columns*/, const ColumnNumbers & /*arguments*/, size_t /*result*/) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & /*sample_columns*/) const override
     {
         return std::make_unique<ExecutableFunctionCast>(
-                prepareUnpackDictionaries(getArgumentTypes()[0], getReturnType()), name);
+                prepareUnpackDictionaries(getArgumentTypes()[0], getResultType()), name);
     }
 
     String getName() const override { return name; }
@@ -1950,13 +1966,13 @@ private:
                 FunctionOverloadResolverAdaptor(std::make_unique<DefaultOverloadResolver>(function))
                 .build({ColumnWithTypeAndName{nullptr, from_type, ""}});
 
-        return [function_adaptor] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+        return [function_adaptor] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count)
         {
-            function_adaptor->execute(columns, arguments, result, input_rows_count);
+            return function_adaptor->execute(arguments, result_type, input_rows_count);
         };
     }
 
-    WrapperType createStringWrapper(const DataTypePtr & from_type) const
+    static WrapperType createStringWrapper(const DataTypePtr & from_type)
     {
         FunctionPtr function = FunctionToString::create();
 
@@ -1964,9 +1980,9 @@ private:
                 FunctionOverloadResolverAdaptor(std::make_unique<DefaultOverloadResolver>(function))
                 .build({ColumnWithTypeAndName{nullptr, from_type, ""}});
 
-        return [function_adaptor] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+        return [function_adaptor] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count)
         {
-            function_adaptor->execute(columns, arguments, result, input_rows_count);
+            return function_adaptor->execute(arguments, result_type, input_rows_count);
         };
     }
 
@@ -1975,13 +1991,13 @@ private:
         if (!isStringOrFixedString(from_type))
             throw Exception{"CAST AS FixedString is only implemented for types String and FixedString", ErrorCodes::NOT_IMPLEMENTED};
 
-        return [N] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+        return [N] (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable *, size_t /*input_rows_count*/)
         {
-            FunctionToFixedString::executeForN(columns, arguments, result, N);
+            return FunctionToFixedString::executeForN(arguments, N);
         };
     }
 
-    WrapperType createUUIDWrapper(const DataTypePtr & from_type, const DataTypeUUID * const, bool requested_result_is_nullable) const
+    static WrapperType createUUIDWrapper(const DataTypePtr & from_type, const DataTypeUUID * const, bool requested_result_is_nullable)
     {
         if (requested_result_is_nullable)
             throw Exception{"CAST AS Nullable(UUID) is not implemented", ErrorCodes::NOT_IMPLEMENTED};
@@ -1992,9 +2008,9 @@ private:
                 FunctionOverloadResolverAdaptor(std::make_unique<DefaultOverloadResolver>(function))
                 .build({ColumnWithTypeAndName{nullptr, from_type, ""}});
 
-        return [function_adaptor] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+        return [function_adaptor] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count)
         {
-            function_adaptor->execute(columns, arguments, result, input_rows_count);
+            return function_adaptor->execute(arguments, result_type, input_rows_count);
         };
     }
 
@@ -2016,15 +2032,16 @@ private:
             throw Exception{"Conversion from " + from_type->getName() + " to " + to_type->getName() + " is not supported",
                 ErrorCodes::CANNOT_CONVERT_TYPE};
 
-        return [type_index, scale, to_type] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+        return [type_index, scale, to_type] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count)
         {
+            ColumnPtr result_column;
             auto res = callOnIndexAndDataType<ToDataType>(type_index, [&](const auto & types) -> bool
             {
                 using Types = std::decay_t<decltype(types)>;
                 using LeftDataType = typename Types::LeftType;
                 using RightDataType = typename Types::RightType;
 
-                ConvertImpl<LeftDataType, RightDataType, NameCast>::execute(columns, arguments, result, input_rows_count, scale);
+                result_column = ConvertImpl<LeftDataType, RightDataType, NameCast>::execute(arguments, result_type, input_rows_count, scale);
                 return true;
             });
 
@@ -2034,17 +2051,19 @@ private:
                 throw Exception{"Conversion from " + std::string(getTypeName(type_index)) + " to " + to_type->getName() +
                                 " is not supported", ErrorCodes::CANNOT_CONVERT_TYPE};
             }
+
+            return result_column;
         };
     }
 
-    WrapperType createAggregateFunctionWrapper(const DataTypePtr & from_type_untyped, const DataTypeAggregateFunction * to_type) const
+    static WrapperType createAggregateFunctionWrapper(const DataTypePtr & from_type_untyped, const DataTypeAggregateFunction * to_type)
     {
         /// Conversion from String through parsing.
         if (checkAndGetDataType<DataTypeString>(from_type_untyped.get()))
         {
-            return [] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+            return [] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t /*input_rows_count*/)
             {
-                ConvertImplGenericFromString::execute(columns, arguments, result);
+                return ConvertImplGenericFromString::execute(arguments, result_type);
             };
         }
         else
@@ -2057,15 +2076,15 @@ private:
         /// Conversion from String through parsing.
         if (checkAndGetDataType<DataTypeString>(from_type_untyped.get()))
         {
-            return [] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+            return [] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t /*input_rows_count*/)
             {
-                ConvertImplGenericFromString::execute(columns, arguments, result);
+                return ConvertImplGenericFromString::execute(arguments, result_type);
             };
         }
 
         DataTypePtr from_nested_type;
         DataTypePtr to_nested_type;
-        auto from_type = checkAndGetDataType<DataTypeArray>(from_type_untyped.get());
+        const auto * from_type = checkAndGetDataType<DataTypeArray>(from_type_untyped.get());
 
         /// get the most nested type
         if (from_type && to_type)
@@ -2086,25 +2105,20 @@ private:
         const auto nested_function = prepareUnpackDictionaries(from_nested_type, to_nested_type);
 
         return [nested_function, from_nested_type, to_nested_type](
-                ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+                ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable * nullable_source, size_t /*input_rows_count*/) -> ColumnPtr
         {
-            const auto & array_arg = columns[arguments.front()];
+            const auto & array_arg = arguments.front();
 
             if (const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(array_arg.column.get()))
             {
                 /// create columns for converting nested column containing original and result columns
-                ColumnsWithTypeAndName nested_columns_columns
-                {
-                    { col_array->getDataPtr(), from_nested_type, "" },
-                    { nullptr, to_nested_type, "" }
-                };
-                ColumnsWithTypeAndName nested_columns(nested_columns_columns);
+                ColumnsWithTypeAndName nested_columns{{ col_array->getDataPtr(), from_nested_type, "" }};
 
                 /// convert nested column
-                nested_function(nested_columns, {0}, 1, nested_columns_columns.front().column->size());
+                auto result_column = nested_function(nested_columns, to_nested_type, nullable_source, nested_columns.front().column->size());
 
                 /// set converted nested column to result
-                columns[result].column = ColumnArray::create(nested_columns[1].column, col_array->getOffsetsPtr());
+                return ColumnArray::create(result_column, col_array->getOffsetsPtr());
             }
             else
                 throw Exception{"Illegal column " + array_arg.column->getName() + " for function CAST AS Array", ErrorCodes::LOGICAL_ERROR};
@@ -2116,13 +2130,13 @@ private:
         /// Conversion from String through parsing.
         if (checkAndGetDataType<DataTypeString>(from_type_untyped.get()))
         {
-            return [] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+            return [] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t /*input_rows_count*/)
             {
-                ConvertImplGenericFromString::execute(columns, arguments, result);
+                return ConvertImplGenericFromString::execute(arguments, result_type);
             };
         }
 
-        const auto from_type = checkAndGetDataType<DataTypeTuple>(from_type_untyped.get());
+        const auto * from_type = checkAndGetDataType<DataTypeTuple>(from_type_untyped.get());
         if (!from_type)
             throw Exception{"CAST AS Tuple can only be performed between tuple types or from String.\nLeft type: "
                 + from_type_untyped->getName() + ", right type: " + to_type->getName(), ErrorCodes::TYPE_MISMATCH};
@@ -2141,64 +2155,50 @@ private:
             element_wrappers.push_back(prepareUnpackDictionaries(idx_type.second, to_element_types[idx_type.first]));
 
         return [element_wrappers, from_element_types, to_element_types]
-            (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+            (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable * nullable_source, size_t input_rows_count) -> ColumnPtr
         {
-            const auto col = columns[arguments.front()].column.get();
-
-            /// copy tuple elements to a separate columns
-            ColumnsWithTypeAndName element_columns_columns;
+            const auto * col = arguments.front().column.get();
 
             size_t tuple_size = from_element_types.size();
             const ColumnTuple & column_tuple = typeid_cast<const ColumnTuple &>(*col);
 
-            /// create columns for source elements
-            for (size_t i = 0; i < tuple_size; ++i)
-                element_columns_columns.emplace_back(ColumnWithTypeAndName{ column_tuple.getColumns()[i], from_element_types[i], "" });
-
-            /// create columns for converted elements
-            for (const auto & to_element_type : to_element_types)
-                element_columns_columns.emplace_back(ColumnWithTypeAndName{ nullptr, to_element_type, "" });
-
-            /// insert column for converted tuple
-            element_columns_columns.emplace_back(ColumnWithTypeAndName{ nullptr, std::make_shared<DataTypeTuple>(to_element_types), "" });
+            Columns converted_columns(tuple_size);
 
             /// invoke conversion for each element
-            for (const auto idx_element_wrapper : ext::enumerate(element_wrappers))
-                idx_element_wrapper.second(element_columns_columns, { idx_element_wrapper.first },
-                    tuple_size + idx_element_wrapper.first, input_rows_count);
-
-            Columns converted_columns(tuple_size);
             for (size_t i = 0; i < tuple_size; ++i)
-                converted_columns[i] = element_columns_columns[tuple_size + i].column;
+            {
+                ColumnsWithTypeAndName element = {{column_tuple.getColumns()[i], from_element_types[i], "" }};
+                converted_columns[i] = element_wrappers[i](element, to_element_types[i], nullable_source, input_rows_count);
+            }
 
-            columns[result].column = ColumnTuple::create(converted_columns);
+            return ColumnTuple::create(converted_columns);
         };
     }
 
     template <typename FieldType>
-    WrapperType createEnumWrapper(const DataTypePtr & from_type, const DataTypeEnum<FieldType> * to_type, bool source_is_nullable) const
+    WrapperType createEnumWrapper(const DataTypePtr & from_type, const DataTypeEnum<FieldType> * to_type) const
     {
         using EnumType = DataTypeEnum<FieldType>;
         using Function = typename FunctionTo<EnumType>::Type;
 
-        if (const auto from_enum8 = checkAndGetDataType<DataTypeEnum8>(from_type.get()))
+        if (const auto * from_enum8 = checkAndGetDataType<DataTypeEnum8>(from_type.get()))
             checkEnumToEnumConversion(from_enum8, to_type);
-        else if (const auto from_enum16 = checkAndGetDataType<DataTypeEnum16>(from_type.get()))
+        else if (const auto * from_enum16 = checkAndGetDataType<DataTypeEnum16>(from_type.get()))
             checkEnumToEnumConversion(from_enum16, to_type);
 
         if (checkAndGetDataType<DataTypeString>(from_type.get()))
-            return createStringToEnumWrapper<ColumnString, EnumType>(source_is_nullable);
+            return createStringToEnumWrapper<ColumnString, EnumType>();
         else if (checkAndGetDataType<DataTypeFixedString>(from_type.get()))
-            return createStringToEnumWrapper<ColumnFixedString, EnumType>(source_is_nullable);
+            return createStringToEnumWrapper<ColumnFixedString, EnumType>();
         else if (isNativeNumber(from_type) || isEnum(from_type))
         {
             auto function = Function::create();
             auto func_or_adaptor = FunctionOverloadResolverAdaptor(std::make_unique<DefaultOverloadResolver>(function))
                     .build(ColumnsWithTypeAndName{{nullptr, from_type, "" }});
 
-            return [func_or_adaptor] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+            return [func_or_adaptor] (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count)
             {
-                func_or_adaptor->execute(columns, arguments, result, input_rows_count);
+                return func_or_adaptor->execute(arguments, result_type, input_rows_count);
             };
         }
         else
@@ -2232,28 +2232,19 @@ private:
     }
 
     template <typename ColumnStringType, typename EnumType>
-    WrapperType createStringToEnumWrapper(ssize_t source_is_nullable) const
+    WrapperType createStringToEnumWrapper() const
     {
         const char * function_name = name;
-        return [function_name, source_is_nullable] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+        return [function_name] (
+            ColumnsWithTypeAndName & arguments, const DataTypePtr & res_type, const ColumnNullable * nullable_col, size_t /*input_rows_count*/)
         {
-            const auto first_col = columns[arguments.front()].column.get();
-
-            auto & col_with_type_and_name = columns[result];
-            const auto & result_type = typeid_cast<const EnumType &>(*col_with_type_and_name.type);
+            const auto & first_col = arguments.front().column.get();
+            const auto & result_type = typeid_cast<const EnumType &>(*res_type);
 
             const ColumnStringType * col = typeid_cast<const ColumnStringType *>(first_col);
-            const ColumnNullable * nullable_col = nullptr;
-            if (source_is_nullable)
-            {
-                if (columns.size() <= arguments.front() + 1)
-                    throw Exception("Not enough columns", ErrorCodes::LOGICAL_ERROR);
 
-                size_t nullable_pos = columns.size() - 1;
-                nullable_col = typeid_cast<const ColumnNullable *>(columns[nullable_pos].column.get());
-                if (col && nullable_col && nullable_col->size() != col->size())
-                    throw Exception("ColumnNullable is not compatible with original", ErrorCodes::LOGICAL_ERROR);
-            }
+            if (col && nullable_col && nullable_col->size() != col->size())
+                throw Exception("ColumnNullable is not compatible with original", ErrorCodes::LOGICAL_ERROR);
 
             if (col)
             {
@@ -2277,7 +2268,7 @@ private:
                         out_data[i] = result_type.getValue(col->getDataAt(i));
                 }
 
-                col_with_type_and_name.column = std::move(res);
+                return res;
             }
             else
                 throw Exception{"Unexpected column " + first_col->getName() + " as first argument of function " + function_name,
@@ -2285,21 +2276,21 @@ private:
         };
     }
 
-    WrapperType createIdentityWrapper(const DataTypePtr &) const
+    static WrapperType createIdentityWrapper(const DataTypePtr &)
     {
-        return [] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t /*input_rows_count*/)
+        return [] (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable *, size_t /*input_rows_count*/)
         {
-            columns[result].column = columns[arguments.front()].column;
+            return arguments.front().column;
         };
     }
 
-    WrapperType createNothingWrapper(const IDataType * to_type) const
+    static WrapperType createNothingWrapper(const IDataType * to_type)
     {
         ColumnPtr res = to_type->createColumnConstWithDefaultValue(1);
-        return [res] (ColumnsWithTypeAndName & columns, const ColumnNumbers &, const size_t result, size_t input_rows_count)
+        return [res] (ColumnsWithTypeAndName &, const DataTypePtr &, const ColumnNullable *, size_t input_rows_count)
         {
             /// Column of Nothing type is trivially convertible to any other column
-            columns[result].column = res->cloneResized(input_rows_count)->convertToFullColumnIfConst();
+            return res->cloneResized(input_rows_count)->convertToFullColumnIfConst();
         };
     }
 
@@ -2315,10 +2306,9 @@ private:
             if (!to_nested->isNullable())
                 throw Exception{"Cannot convert NULL to a non-nullable type", ErrorCodes::CANNOT_CONVERT_TYPE};
 
-            return [](ColumnsWithTypeAndName & columns, const ColumnNumbers &, const size_t result, size_t input_rows_count)
+            return [](ColumnsWithTypeAndName &, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count)
             {
-                auto & res = columns[result];
-                res.column = res.type->createColumnConstWithDefaultValue(input_rows_count)->convertToFullColumnIfConst();
+                return result_type->createColumnConstWithDefaultValue(input_rows_count)->convertToFullColumnIfConst();
             };
         }
 
@@ -2333,30 +2323,27 @@ private:
             return wrapper;
 
         return [wrapper, from_low_cardinality, to_low_cardinality, skip_not_null_check]
-                (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+                (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable * nullable_source, size_t input_rows_count) -> ColumnPtr
         {
-            auto & arg = columns[arguments[0]];
-            auto & res = columns[result];
+            ColumnsWithTypeAndName args = {arguments[0]};
+            auto & arg = args.front();
+            auto res_type = result_type;
+
+            ColumnPtr converted_column;
 
             ColumnPtr res_indexes;
             /// For some types default can't be casted (for example, String to Int). In that case convert column to full.
             bool src_converted_to_full_column = false;
 
             {
-                /// Replace argument and result columns (and types) to dictionary key columns (and types).
-                /// Call nested wrapper in order to cast dictionary keys. Then restore columns.
-                auto prev_arg_col = arg.column;
-                auto prev_arg_type = arg.type;
-                auto prev_res_type = res.type;
-
                 auto tmp_rows_count = input_rows_count;
 
                 if (to_low_cardinality)
-                    res.type = to_low_cardinality->getDictionaryType();
+                    res_type = to_low_cardinality->getDictionaryType();
 
                 if (from_low_cardinality)
                 {
-                    auto * col_low_cardinality = typeid_cast<const ColumnLowCardinality *>(prev_arg_col.get());
+                    const auto * col_low_cardinality = typeid_cast<const ColumnLowCardinality *>(arguments[0].column.get());
 
                     if (skip_not_null_check && col_low_cardinality->containsNull())
                         throw Exception{"Cannot convert NULL value to non-Nullable type",
@@ -2366,7 +2353,7 @@ private:
                     arg.type = from_low_cardinality->getDictionaryType();
 
                     /// TODO: Make map with defaults conversion.
-                    src_converted_to_full_column = !removeNullable(arg.type)->equals(*removeNullable(res.type));
+                    src_converted_to_full_column = !removeNullable(arg.type)->equals(*removeNullable(res_type));
                     if (src_converted_to_full_column)
                         arg.column = arg.column->index(col_low_cardinality->getIndexes(), 0);
                     else
@@ -2376,11 +2363,7 @@ private:
                 }
 
                 /// Perform the requested conversion.
-                wrapper(columns, arguments, result, tmp_rows_count);
-
-                arg.column = prev_arg_col;
-                arg.type = prev_arg_type;
-                res.type = prev_res_type;
+                converted_column = wrapper(args, res_type, nullable_source, tmp_rows_count);
             }
 
             if (to_low_cardinality)
@@ -2390,16 +2373,17 @@ private:
 
                 if (from_low_cardinality && !src_converted_to_full_column)
                 {
-                    auto res_keys = std::move(res.column);
-                    col_low_cardinality->insertRangeFromDictionaryEncodedColumn(*res_keys, *res_indexes);
+                    col_low_cardinality->insertRangeFromDictionaryEncodedColumn(*converted_column, *res_indexes);
                 }
                 else
-                    col_low_cardinality->insertRangeFromFullColumn(*res.column, 0, res.column->size());
+                    col_low_cardinality->insertRangeFromFullColumn(*converted_column, 0, converted_column->size());
 
-                res.column = std::move(res_column);
+                return res_column;
             }
             else if (!src_converted_to_full_column)
-                res.column = res.column->index(*res_indexes, 0);
+                return converted_column->index(*res_indexes, 0);
+            else
+                return converted_column;
         };
     }
 
@@ -2410,62 +2394,60 @@ private:
         bool source_is_nullable = from_type->isNullable();
         bool result_is_nullable = to_type->isNullable();
 
-        auto wrapper = prepareImpl(removeNullable(from_type), removeNullable(to_type), result_is_nullable, source_is_nullable);
+        auto wrapper = prepareImpl(removeNullable(from_type), removeNullable(to_type), result_is_nullable);
 
         if (result_is_nullable)
         {
             return [wrapper, source_is_nullable]
-                (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+                (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count) -> ColumnPtr
             {
                 /// Create a temporary columns on which to perform the operation.
-                auto & res = columns[result];
-                const auto & ret_type = res.type;
-                const auto & nullable_type = static_cast<const DataTypeNullable &>(*ret_type);
+                const auto & nullable_type = static_cast<const DataTypeNullable &>(*result_type);
                 const auto & nested_type = nullable_type.getNestedType();
 
-                ColumnsWithTypeAndName tmp_columns_columns;
+                ColumnsWithTypeAndName tmp_args;
                 if (source_is_nullable)
-                    tmp_columns_columns = createBlockWithNestedColumns(columns, arguments);
+                    tmp_args = createBlockWithNestedColumns(arguments);
                 else
-                    tmp_columns_columns = columns;
+                    tmp_args = arguments;
+
+                const ColumnNullable * nullable_source = nullptr;
 
-                size_t tmp_res_index = columns.size();
-                tmp_columns_columns.emplace_back(ColumnWithTypeAndName {nullptr, nested_type, ""});
                 /// Add original ColumnNullable for createStringToEnumWrapper()
                 if (source_is_nullable)
                 {
                     if (arguments.size() != 1)
                         throw Exception("Invalid number of arguments", ErrorCodes::LOGICAL_ERROR);
-                    tmp_columns_columns.emplace_back(columns[arguments.front()]);
+                    nullable_source = typeid_cast<const ColumnNullable *>(arguments.front().column.get());
                 }
 
                 /// Perform the requested conversion.
-                wrapper(tmp_columns_columns, arguments, tmp_res_index, input_rows_count);
-
-                const auto & tmp_res = tmp_columns_columns[tmp_res_index];
+                auto tmp_res = wrapper(tmp_args, nested_type, nullable_source, input_rows_count);
 
                 /// May happen in fuzzy tests. For debug purpose.
-                if (!tmp_res.column)
-                    throw Exception("Couldn't convert " + columns[arguments[0]].type->getName() + " to "
+                if (!tmp_res)
+                    throw Exception("Couldn't convert " + arguments[0].type->getName() + " to "
                                     + nested_type->getName() + " in " + " prepareRemoveNullable wrapper.", ErrorCodes::LOGICAL_ERROR);
 
-                res.column = wrapInNullable(tmp_res.column, {columns[arguments[0]], tmp_res}, {0}, 1, input_rows_count);
+                return wrapInNullable(tmp_res, arguments, nested_type, input_rows_count);
             };
         }
         else if (source_is_nullable)
         {
             /// Conversion from Nullable to non-Nullable.
 
-            return [wrapper, skip_not_null_check] (ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+            return [wrapper, skip_not_null_check]
+                (ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const ColumnNullable *, size_t input_rows_count) -> ColumnPtr
             {
-                auto tmp_columns_columns = createBlockWithNestedColumns(columns, arguments, result);
+                auto tmp_args = createBlockWithNestedColumns(arguments);
+                auto nested_type = removeNullable(result_type);
 
                 /// Check that all values are not-NULL.
                 /// Check can be skipped in case if LowCardinality dictionary is transformed.
                 /// In that case, correctness will be checked beforehand.
                 if (!skip_not_null_check)
                 {
-                    const auto & col = columns[arguments[0]].column;
+                    const auto & col = arguments[0].column;
                     const auto & nullable_col = assert_cast<const ColumnNullable &>(*col);
                     const auto & null_map = nullable_col.getNullMapData();
 
@@ -2473,9 +2455,8 @@ private:
                         throw Exception{"Cannot convert NULL value to non-Nullable type",
                                         ErrorCodes::CANNOT_INSERT_NULL_IN_ORDINARY_COLUMN};
                 }
-
-                wrapper(tmp_columns_columns, arguments, result, input_rows_count);
-                columns[result].column = tmp_columns_columns[result].column;
+                const ColumnNullable * nullable_source = typeid_cast<const ColumnNullable *>(arguments.front().column.get());
+                return wrapper(tmp_args, nested_type, nullable_source, input_rows_count);
             };
         }
         else
@@ -2484,7 +2465,7 @@ private:
 
     /// 'from_type' and 'to_type' are nested types in case of Nullable.
     /// 'requested_result_is_nullable' is true if CAST to Nullable type is requested.
-    WrapperType prepareImpl(const DataTypePtr & from_type, const DataTypePtr & to_type, bool requested_result_is_nullable, bool source_is_nullable) const
+    WrapperType prepareImpl(const DataTypePtr & from_type, const DataTypePtr & to_type, bool requested_result_is_nullable) const
     {
         if (from_type->equals(*to_type))
             return createIdentityWrapper(from_type);
@@ -2522,7 +2503,7 @@ private:
                 std::is_same_v<ToDataType, DataTypeEnum8> ||
                 std::is_same_v<ToDataType, DataTypeEnum16>)
             {
-                ret = createEnumWrapper(from_type, checkAndGetDataType<ToDataType>(to_type.get()), source_is_nullable);
+                ret = createEnumWrapper(from_type, checkAndGetDataType<ToDataType>(to_type.get()));
                 return true;
             }
             if constexpr (
@@ -2583,7 +2564,7 @@ public:
     static FunctionOverloadResolverImplPtr create(const Context & context);
     static FunctionOverloadResolverImplPtr createImpl(bool keep_nullable) { return std::make_unique<CastOverloadResolver>(keep_nullable); }
 
-    CastOverloadResolver(bool keep_nullable_)
+    explicit CastOverloadResolver(bool keep_nullable_)
         : keep_nullable(keep_nullable_)
     {}
 
@@ -2614,7 +2595,7 @@ protected:
                 " Instead there is non-constant column of type " + arguments.back().type->getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        const auto type_col = checkAndGetColumnConst<ColumnString>(column.get());
+        const auto * type_col = checkAndGetColumnConst<ColumnString>(column.get());
         if (!type_col)
             throw Exception("Second argument to " + getName() + " must be a constant string describing type."
                 " Instead there is a column with the following structure: " + column->dumpStructure(),
@@ -2638,45 +2619,45 @@ private:
         return FunctionTo<DataType>::Type::Monotonic::get;
     }
 
-    MonotonicityForRange getMonotonicityInformation(const DataTypePtr & from_type, const IDataType * to_type) const
+    static MonotonicityForRange getMonotonicityInformation(const DataTypePtr & from_type, const IDataType * to_type)
     {
-        if (const auto type = checkAndGetDataType<DataTypeUInt8>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeUInt8>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt16>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeUInt16>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt32>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeUInt32>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt64>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeUInt64>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt256>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeUInt256>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt8>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeInt8>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt16>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeInt16>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt32>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeInt32>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt64>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeInt64>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt128>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeInt128>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt256>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeInt256>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeFloat32>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeFloat32>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeFloat64>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeFloat64>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeDate>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeDate>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeDateTime>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeDateTime>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeString>(to_type))
+        if (const auto * type = checkAndGetDataType<DataTypeString>(to_type))
             return monotonicityForType(type);
         if (isEnum(from_type))
         {
-            if (const auto type = checkAndGetDataType<DataTypeEnum8>(to_type))
+            if (const auto * type = checkAndGetDataType<DataTypeEnum8>(to_type))
                 return monotonicityForType(type);
-            if (const auto type = checkAndGetDataType<DataTypeEnum16>(to_type))
+            if (const auto * type = checkAndGetDataType<DataTypeEnum16>(to_type))
                 return monotonicityForType(type);
         }
         /// other types like Null, FixedString, Array and Tuple have no monotonicity defined
diff --git a/src/Functions/FunctionsEmbeddedDictionaries.h b/src/Functions/FunctionsEmbeddedDictionaries.h
index e74b9c9f5f0..7c1221601f6 100644
--- a/src/Functions/FunctionsEmbeddedDictionaries.h
+++ b/src/Functions/FunctionsEmbeddedDictionaries.h
@@ -183,17 +183,17 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         /// The dictionary key that defines the "point of view".
         std::string dict_key;
 
         if (arguments.size() == 2)
         {
-            const ColumnConst * key_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+            const ColumnConst * key_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
 
             if (!key_col)
-                throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+                throw Exception("Illegal column " + arguments[1].column->getName()
                     + " of second ('point of view') argument of function " + name
                     + ". Must be constant string.",
                     ErrorCodes::ILLEGAL_COLUMN);
@@ -203,7 +203,7 @@ public:
 
         const typename DictGetter::Dst & dict = DictGetter::get(*owned_dict, dict_key);
 
-        if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(columns[arguments[0]].column.get()))
+        if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(arguments[0].column.get()))
         {
             auto col_to = ColumnVector<T>::create();
 
@@ -215,10 +215,10 @@ public:
             for (size_t i = 0; i < size; ++i)
                 vec_to[i] = Transform::apply(vec_from[i], dict);
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of function " + name,
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -279,17 +279,17 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         /// The dictionary key that defines the "point of view".
         std::string dict_key;
 
         if (arguments.size() == 3)
         {
-            const ColumnConst * key_col = checkAndGetColumnConst<ColumnString>(columns[arguments[2]].column.get());
+            const ColumnConst * key_col = checkAndGetColumnConst<ColumnString>(arguments[2].column.get());
 
             if (!key_col)
-                throw Exception("Illegal column " + columns[arguments[2]].column->getName()
+                throw Exception("Illegal column " + arguments[2].column->getName()
                 + " of third ('point of view') argument of function " + name
                 + ". Must be constant string.",
                 ErrorCodes::ILLEGAL_COLUMN);
@@ -299,10 +299,10 @@ public:
 
         const typename DictGetter::Dst & dict = DictGetter::get(*owned_dict, dict_key);
 
-        const ColumnVector<T> * col_vec1 = checkAndGetColumn<ColumnVector<T>>(columns[arguments[0]].column.get());
-        const ColumnVector<T> * col_vec2 = checkAndGetColumn<ColumnVector<T>>(columns[arguments[1]].column.get());
-        const ColumnConst * col_const1 = checkAndGetColumnConst<ColumnVector<T>>(columns[arguments[0]].column.get());
-        const ColumnConst * col_const2 = checkAndGetColumnConst<ColumnVector<T>>(columns[arguments[1]].column.get());
+        const ColumnVector<T> * col_vec1 = checkAndGetColumn<ColumnVector<T>>(arguments[0].column.get());
+        const ColumnVector<T> * col_vec2 = checkAndGetColumn<ColumnVector<T>>(arguments[1].column.get());
+        const ColumnConst * col_const1 = checkAndGetColumnConst<ColumnVector<T>>(arguments[0].column.get());
+        const ColumnConst * col_const2 = checkAndGetColumnConst<ColumnVector<T>>(arguments[1].column.get());
 
         if (col_vec1 && col_vec2)
         {
@@ -317,7 +317,7 @@ public:
             for (size_t i = 0; i < size; ++i)
                 vec_to[i] = Transform::apply(vec_from1[i], vec_from2[i], dict);
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else if (col_vec1 && col_const2)
         {
@@ -332,7 +332,7 @@ public:
             for (size_t i = 0; i < size; ++i)
                 vec_to[i] = Transform::apply(vec_from1[i], const_from2, dict);
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else if (col_const1 && col_vec2)
         {
@@ -347,16 +347,16 @@ public:
             for (size_t i = 0; i < size; ++i)
                 vec_to[i] = Transform::apply(const_from1, vec_from2[i], dict);
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else if (col_const1 && col_const2)
         {
-            columns[result].column = DataTypeUInt8().createColumnConst(col_const1->size(),
+            return DataTypeUInt8().createColumnConst(col_const1->size(),
                 toField(Transform::apply(col_const1->template getValue<T>(), col_const2->template getValue<T>(), dict)));
         }
         else
-            throw Exception("Illegal columns " + columns[arguments[0]].column->getName()
-                    + " and " + columns[arguments[1]].column->getName()
+            throw Exception("Illegal columns " + arguments[0].column->getName()
+                    + " and " + arguments[1].column->getName()
                     + " of arguments of function " + name,
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -415,17 +415,17 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         /// The dictionary key that defines the "point of view".
         std::string dict_key;
 
         if (arguments.size() == 2)
         {
-            const ColumnConst * key_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+            const ColumnConst * key_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
 
             if (!key_col)
-                throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+                throw Exception("Illegal column " + arguments[1].column->getName()
                 + " of second ('point of view') argument of function " + name
                 + ". Must be constant string.",
                 ErrorCodes::ILLEGAL_COLUMN);
@@ -435,7 +435,7 @@ public:
 
         const typename DictGetter::Dst & dict = DictGetter::get(*owned_dict, dict_key);
 
-        if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(columns[arguments[0]].column.get()))
+        if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(arguments[0].column.get()))
         {
             auto col_values = ColumnVector<T>::create();
             auto col_offsets = ColumnArray::ColumnOffsets::create();
@@ -459,10 +459,10 @@ public:
                 res_offsets[i] = res_values.size();
             }
 
-            columns[result].column = ColumnArray::create(std::move(col_values), std::move(col_offsets));
+            return ColumnArray::create(std::move(col_values), std::move(col_offsets));
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of first argument of function " + name,
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -620,24 +620,24 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         RegionsNames::Language language = RegionsNames::Language::ru;
 
         /// If the result language is specified
         if (arguments.size() == 2)
         {
-            if (const ColumnConst * col_language = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get()))
+            if (const ColumnConst * col_language = checkAndGetColumnConst<ColumnString>(arguments[1].column.get()))
                 language = RegionsNames::getLanguageEnum(col_language->getValue<String>());
             else
-                throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+                throw Exception("Illegal column " + arguments[1].column->getName()
                         + " of the second argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
         }
 
         const RegionsNames & dict = *owned_dict;
 
-        if (const ColumnUInt32 * col_from = typeid_cast<const ColumnUInt32 *>(columns[arguments[0]].column.get()))
+        if (const ColumnUInt32 * col_from = typeid_cast<const ColumnUInt32 *>(arguments[0].column.get()))
         {
             auto col_to = ColumnString::create();
 
@@ -649,10 +649,10 @@ public:
                 col_to->insertDataWithTerminatingZero(name_ref.data, name_ref.size + 1);
             }
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of the first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
diff --git a/src/Functions/FunctionsExternalDictionaries.h b/src/Functions/FunctionsExternalDictionaries.h
index 4affcdfa7e0..0fae3de1fb2 100644
--- a/src/Functions/FunctionsExternalDictionaries.h
+++ b/src/Functions/FunctionsExternalDictionaries.h
@@ -78,23 +78,23 @@ namespace ErrorCodes
 class FunctionDictHelper
 {
 public:
-    FunctionDictHelper(const Context & context_) : context(context_), external_loader(context.getExternalDictionariesLoader()) {}
+    explicit FunctionDictHelper(const Context & context_) : context(context_), external_loader(context.getExternalDictionariesLoader()) {}
 
     std::shared_ptr<const IDictionaryBase> getDictionary(const String & dictionary_name)
     {
-        auto dict = std::atomic_load(&dictionary);
-        if (dict)
-            return dict;
         String resolved_name = DatabaseCatalog::instance().resolveDictionaryName(dictionary_name);
-        dict = external_loader.getDictionary(resolved_name);
-        context.checkAccess(AccessType::dictGet, dict->getDatabaseOrNoDatabaseTag(), dict->getDictionaryID().getTableName());
-        std::atomic_store(&dictionary, dict);
+        auto dict = external_loader.getDictionary(resolved_name);
+        if (!access_checked)
+        {
+            context.checkAccess(AccessType::dictGet, dict->getDatabaseOrNoDatabaseTag(), dict->getDictionaryID().getTableName());
+            access_checked = true;
+        }
         return dict;
     }
 
     std::shared_ptr<const IDictionaryBase> getDictionary(const ColumnWithTypeAndName & column)
     {
-        const auto dict_name_col = checkAndGetColumnConst<ColumnString>(column.column.get());
+        const auto * dict_name_col = checkAndGetColumnConst<ColumnString>(column.column.get());
         return getDictionary(dict_name_col->getValue<String>());
     }
 
@@ -107,11 +107,11 @@ public:
         if (sample_columns.columns() != 3 && sample_columns.columns() != 4)
             throw Exception{"Function dictGet... takes 3 or 4 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto dict_name_col = checkAndGetColumnConst<ColumnString>(sample_columns.getByPosition(0).column.get());
+        const auto * dict_name_col = checkAndGetColumnConst<ColumnString>(sample_columns.getByPosition(0).column.get());
         if (!dict_name_col)
             throw Exception{"First argument of function dictGet... must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(sample_columns.getByPosition(1).column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(sample_columns.getByPosition(1).column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function dictGet... must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
@@ -122,6 +122,8 @@ private:
     const Context & context;
     const ExternalDictionariesLoader & external_loader;
     mutable std::shared_ptr<const IDictionaryBase> dictionary;
+    /// Access cannot be not granted, since in this case checkAccess() will throw and access_checked will not be updated.
+    std::atomic<bool> access_checked = false;
 };
 
 
@@ -135,7 +137,7 @@ public:
         return std::make_shared<FunctionDictHas>(context);
     }
 
-    FunctionDictHas(const Context & context_) : helper(context_) {}
+    explicit FunctionDictHas(const Context & context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -161,7 +163,7 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /** Do not require existence of the dictionary if the function is called for empty columns.
           * This is needed to allow successful query analysis on a server,
@@ -171,68 +173,67 @@ private:
           *  for backward compatibility with the case in Yandex Banner System.
           */
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
+        ColumnPtr res;
 
-        if (!executeDispatchSimple<FlatDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchSimple<DirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchSimple<HashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchSimple<CacheDictionary>(columns, arguments, result, dict) &&
+        if (!((res = executeDispatchSimple<FlatDictionary>(arguments, dict))
+            || (res = executeDispatchSimple<DirectDictionary>(arguments, dict))
+            || (res = executeDispatchSimple<HashedDictionary>(arguments, dict))
+            || (res = executeDispatchSimple<CacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatchSimple<SSDCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchSimple<SSDCacheDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<ComplexKeyHashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyDirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<ComplexKeyHashedDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyDirectDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyCacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatchComplex<SSDComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<SSDComplexKeyCacheDictionary>(arguments, dict))
 #endif
 #if !defined(ARCADIA_BUILD)
-            !executeDispatchComplex<TrieDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<TrieDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<PolygonDictionarySimple>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexEach>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexCell>(columns, arguments, result, dict))
+            || (res = executeDispatchComplex<PolygonDictionarySimple>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexEach>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexCell>(arguments, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatchSimple(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchSimple(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
-        const auto id_col_untyped = columns[arguments[1]].column.get();
-        if (const auto id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
+        const auto * id_col_untyped = arguments[1].column.get();
+        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
         {
             const auto & ids = id_col->getData();
 
             auto out = ColumnUInt8::create(ext::size(ids));
             dict->has(ids, out->getData());
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Second argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
 
-        return true;
+        return nullptr;
     }
 
     template <typename DictionaryType>
-    bool executeDispatchComplex(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchComplex(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
-        const ColumnWithTypeAndName & key_col_with_type = columns[arguments[1]];
+        const ColumnWithTypeAndName & key_col_with_type = arguments[1];
         const ColumnPtr & key_col = key_col_with_type.column;
 
         if (checkColumn<ColumnTuple>(key_col.get()))
@@ -242,15 +243,12 @@ private:
 
             auto out = ColumnUInt8::create(key_col_with_type.column->size());
             dict->has(key_columns, key_types, out->getData());
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Second argument of function " + getName() + " must be " + dict->getKeyDescription(), ErrorCodes::TYPE_MISMATCH};
-
-        return true;
     }
 
-private:
     mutable FunctionDictHelper helper;
 };
 
@@ -272,7 +270,7 @@ public:
         return std::make_shared<FunctionDictGetString>(context);
     }
 
-    FunctionDictGetString(const Context & context_) : helper(context_) {}
+    explicit FunctionDictGetString(const Context & context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -326,90 +324,87 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
+        ColumnPtr res;
 
-        if (!executeDispatch<FlatDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<HashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<DirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<CacheDictionary>(columns, arguments, result, dict) &&
+        if (!((res = executeDispatch<FlatDictionary>(arguments, dict))
+            || (res = executeDispatch<HashedDictionary>(arguments, dict))
+            || (res = executeDispatch<DirectDictionary>(arguments, dict))
+            || (res = executeDispatch<CacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatch<SSDCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatch<SSDCacheDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<ComplexKeyHashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyDirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<ComplexKeyHashedDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyDirectDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyCacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatchComplex<SSDComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<SSDComplexKeyCacheDictionary>(arguments, dict))
 #endif
 #if !defined(ARCADIA_BUILD)
-            !executeDispatchComplex<TrieDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<TrieDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<PolygonDictionarySimple>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexEach>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexCell>(columns, arguments, result, dict) &&
-            !executeDispatchRange<RangeHashedDictionary>(columns, arguments, result, dict))
+            || (res = executeDispatchComplex<PolygonDictionarySimple>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexEach>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexCell>(arguments, dict))
+            || (res = executeDispatchRange<RangeHashedDictionary>(arguments, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatch(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatch(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (arguments.size() != 3)
             throw Exception{"Function " + getName() + " for dictionary of type " + dict->getTypeName() +
                 " requires exactly 3 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const auto id_col_untyped = columns[arguments[2]].column.get();
-        if (const auto id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
+        const auto * id_col_untyped = arguments[2].column.get();
+        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
         {
             auto out = ColumnString::create();
             dict->getString(attr_name, id_col->getData(), out.get());
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Third argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    bool executeDispatchComplex(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchComplex(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (arguments.size() != 3)
             throw Exception{"Function " + getName() + " for dictionary of type " + dict->getTypeName() +
                 " requires exactly 3 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const ColumnWithTypeAndName & key_col_with_type = columns[arguments[2]];
+        const ColumnWithTypeAndName & key_col_with_type = arguments[2];
         /// Functions in external dictionaries_loader only support full-value (not constant) columns with keys.
         ColumnPtr key_col = key_col_with_type.column->convertToFullColumnIfConst();
 
@@ -420,34 +415,32 @@ private:
 
             auto out = ColumnString::create();
             dict->getString(attr_name, key_columns, key_types, out.get());
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Third argument of function " + getName() + " must be " + dict->getKeyDescription(), ErrorCodes::TYPE_MISMATCH};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    bool executeDispatchRange(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchRange(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (arguments.size() != 4)
             throw Exception{"Function " + getName() + " for dictionary of type " + dict->getTypeName() +
                 " requires exactly 4 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const auto & id_col_untyped = columns[arguments[2]].column;
-        const auto & range_col_untyped = columns[arguments[3]].column;
+        const auto & id_col_untyped = arguments[2].column;
+        const auto & range_col_untyped = arguments[3].column;
 
         PaddedPODArray<UInt64> id_col_values_storage;
         PaddedPODArray<Int64> range_col_values_storage;
@@ -456,12 +449,9 @@ private:
 
         auto out = ColumnString::create();
         dict->getString(attr_name, id_col_values, range_col_values, out.get());
-        columns[result].column = std::move(out);
-
-        return true;
+        return out;
     }
 
-private:
     mutable FunctionDictHelper helper;
 };
 
@@ -476,7 +466,7 @@ public:
         return std::make_shared<FunctionDictGetStringOrDefault>(context);
     }
 
-    FunctionDictGetStringOrDefault(const Context & context_) : helper(context_) {}
+    explicit FunctionDictGetStringOrDefault(const Context & context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -512,100 +502,96 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
 
-        if (!executeDispatch<FlatDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<HashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<DirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<CacheDictionary>(columns, arguments, result, dict) &&
+        ColumnPtr res;
+        if (!((res = executeDispatch<FlatDictionary>(arguments, dict))
+            || (res = executeDispatch<HashedDictionary>(arguments, dict))
+            || (res = executeDispatch<DirectDictionary>(arguments, dict))
+            || (res = executeDispatch<CacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatch<SSDCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatch<SSDCacheDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<ComplexKeyHashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyDirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<ComplexKeyHashedDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyDirectDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyCacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatchComplex<SSDComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<SSDComplexKeyCacheDictionary>(arguments, dict))
 #endif
 #if !defined(ARCADIA_BUILD)
-            !executeDispatchComplex<TrieDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<TrieDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<PolygonDictionarySimple>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexEach>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexCell>(columns, arguments, result, dict))
+            || (res = executeDispatchComplex<PolygonDictionarySimple>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexEach>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexCell>(arguments, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatch(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatch(const ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const auto id_col_untyped = columns[arguments[2]].column.get();
-        if (const auto id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
-            executeDispatch(columns, arguments, result, dict, attr_name, id_col);
-        else if (const auto id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
-            executeDispatch(columns, arguments, result, dict, attr_name, id_col_const);
+        const auto * id_col_untyped = arguments[2].column.get();
+        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
+            return executeDispatch(arguments, dict, attr_name, id_col);
+        else if (const auto * id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
+            return executeDispatch(arguments, dict, attr_name, id_col_const);
         else
             throw Exception{"Third argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    void executeDispatch(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const DictionaryType * dict,
+    ColumnPtr executeDispatch(
+            const ColumnsWithTypeAndName & arguments, const DictionaryType * dict,
             const std::string & attr_name, const ColumnUInt64 * id_col) const
     {
-        const auto default_col_untyped = columns[arguments[3]].column.get();
+        const auto * default_col_untyped = arguments[3].column.get();
 
-        if (const auto default_col = checkAndGetColumn<ColumnString>(default_col_untyped))
+        if (const auto * default_col = checkAndGetColumn<ColumnString>(default_col_untyped))
         {
             /// vector ids, vector defaults
             auto out = ColumnString::create();
             const auto & ids = id_col->getData();
             dict->getString(attr_name, ids, default_col, out.get());
-            columns[result].column = std::move(out);
+            return out;
         }
-        else if (const auto default_col_const = checkAndGetColumnConstStringOrFixedString(default_col_untyped))
+        else if (const auto * default_col_const = checkAndGetColumnConstStringOrFixedString(default_col_untyped))
         {
             /// vector ids, const defaults
             auto out = ColumnString::create();
             const auto & ids = id_col->getData();
             String def = default_col_const->getValue<String>();
             dict->getString(attr_name, ids, def, out.get());
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Fourth argument of function " + getName() + " must be String", ErrorCodes::ILLEGAL_COLUMN};
     }
 
     template <typename DictionaryType>
-    void executeDispatch(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const DictionaryType * dict,
+    ColumnPtr executeDispatch(
+            const ColumnsWithTypeAndName & arguments, const DictionaryType * dict,
             const std::string & attr_name, const ColumnConst * id_col) const
     {
-        const auto default_col_untyped = columns[arguments[3]].column.get();
+        const auto * default_col_untyped = arguments[3].column.get();
 
-        if (const auto default_col = checkAndGetColumn<ColumnString>(default_col_untyped))
+        if (const auto * default_col = checkAndGetColumn<ColumnString>(default_col_untyped))
         {
             /// const ids, vector defaults
             const PaddedPODArray<UInt64> ids(1, id_col->getValue<UInt64>());
@@ -615,39 +601,39 @@ private:
             {
                 auto out = ColumnString::create();
                 dict->getString(attr_name, ids, String(), out.get());
-                columns[result].column = DataTypeString().createColumnConst(id_col->size(), out->getDataAt(0).toString());
+                return DataTypeString().createColumnConst(id_col->size(), out->getDataAt(0).toString());
             }
             else
-                columns[result].column = columns[arguments[3]].column; // reuse the default column
+                return arguments[3].column; // reuse the default column
         }
-        else if (const auto default_col_const = checkAndGetColumnConstStringOrFixedString(default_col_untyped))
+        else if (const auto * default_col_const = checkAndGetColumnConstStringOrFixedString(default_col_untyped))
         {
             /// const ids, const defaults
             const PaddedPODArray<UInt64> ids(1, id_col->getValue<UInt64>());
             auto out = ColumnString::create();
             String def = default_col_const->getValue<String>();
             dict->getString(attr_name, ids, def, out.get());
-            columns[result].column = DataTypeString().createColumnConst(id_col->size(), out->getDataAt(0).toString());
+            return DataTypeString().createColumnConst(id_col->size(), out->getDataAt(0).toString());
         }
         else
             throw Exception{"Fourth argument of function " + getName() + " must be String", ErrorCodes::ILLEGAL_COLUMN};
     }
 
     template <typename DictionaryType>
-    bool executeDispatchComplex(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchComplex(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const ColumnWithTypeAndName & key_col_with_type = columns[arguments[2]];
+        const ColumnWithTypeAndName & key_col_with_type = arguments[2];
         /// Functions in external dictionaries_loader only support full-value (not constant) columns with keys.
         ColumnPtr key_col = key_col_with_type.column->convertToFullColumnIfConst();
 
@@ -656,12 +642,12 @@ private:
 
         auto out = ColumnString::create();
 
-        const auto default_col_untyped = columns[arguments[3]].column.get();
-        if (const auto default_col = checkAndGetColumn<ColumnString>(default_col_untyped))
+        const auto * default_col_untyped = arguments[3].column.get();
+        if (const auto * default_col = checkAndGetColumn<ColumnString>(default_col_untyped))
         {
             dict->getString(attr_name, key_columns, key_types, default_col, out.get());
         }
-        else if (const auto default_col_const = checkAndGetColumnConstStringOrFixedString(default_col_untyped))
+        else if (const auto * default_col_const = checkAndGetColumnConstStringOrFixedString(default_col_untyped))
         {
             String def = default_col_const->getValue<String>();
             dict->getString(attr_name, key_columns, key_types, def, out.get());
@@ -669,8 +655,7 @@ private:
         else
             throw Exception{"Fourth argument of function " + getName() + " must be String", ErrorCodes::ILLEGAL_COLUMN};
 
-        columns[result].column = std::move(out);
-        return true;
+        return out;
     }
 
     mutable FunctionDictHelper helper;
@@ -799,7 +784,7 @@ public:
         return std::make_shared<FunctionDictGet>(context, dec_scale);
     }
 
-    FunctionDictGet(const Context & context_, UInt32 dec_scale = 0)
+    explicit FunctionDictGet(const Context & context_, UInt32 dec_scale = 0)
         : helper(context_)
         , decimal_scale(dec_scale)
     {}
@@ -838,7 +823,7 @@ private:
 
         if (arguments.size() == 4)
         {
-            const auto range_argument = arguments[3].get();
+            const auto * range_argument = arguments[3].get();
             if (!(range_argument->isValueRepresentedByInteger() &&
                    range_argument->getSizeOfValueInMemory() <= sizeof(Int64)))
                 throw Exception{"Illegal type " + range_argument->getName() + " of fourth argument of function " + getName()
@@ -854,59 +839,58 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
 
-        if (!executeDispatch<FlatDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<HashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<DirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<CacheDictionary>(columns, arguments, result, dict) &&
+        ColumnPtr res;
+        if (!((res = executeDispatch<FlatDictionary>(arguments, dict))
+            || (res = executeDispatch<HashedDictionary>(arguments, dict))
+            || (res = executeDispatch<DirectDictionary>(arguments, dict))
+            || (res = executeDispatch<CacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatch<SSDCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatch<SSDCacheDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<ComplexKeyHashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyDirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<ComplexKeyHashedDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyDirectDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyCacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatchComplex<SSDComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<SSDComplexKeyCacheDictionary>(arguments, dict))
 #endif
 #if !defined(ARCADIA_BUILD)
-            !executeDispatchComplex<TrieDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<TrieDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<PolygonDictionarySimple>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexEach>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexCell>(columns, arguments, result, dict) &&
-            !executeDispatchRange<RangeHashedDictionary>(columns, arguments, result, dict))
+            || (res = executeDispatchComplex<PolygonDictionarySimple>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexEach>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexCell>(arguments, dict))
+            || (res = executeDispatchRange<RangeHashedDictionary>(arguments, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatch(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatch(ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (arguments.size() != 3)
             throw Exception{"Function " + getName() + " for dictionary of type " + dict->getTypeName() +
                 " requires exactly 3 arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const auto id_col_untyped = columns[arguments[2]].column.get();
-        if (const auto id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
+        const auto * id_col_untyped = arguments[2].column.get();
+        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
         {
             typename ColVec::MutablePtr out;
             if constexpr (IsDataTypeDecimal<DataType>)
@@ -916,9 +900,9 @@ private:
             const auto & ids = id_col->getData();
             auto & data = out->getData();
             DictGetTraits<DataType>::get(dict, attr_name, ids, data);
-            columns[result].column = std::move(out);
+            return out;
         }
-        else if (const auto id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
+        else if (const auto * id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
         {
             const PaddedPODArray<UInt64> ids(1, id_col_const->getValue<UInt64>());
 
@@ -926,42 +910,39 @@ private:
             {
                 DecimalPaddedPODArray<Type> data(1, decimal_scale);
                 DictGetTraits<DataType>::get(dict, attr_name, ids, data);
-                columns[result].column =
-                    DataType(DataType::maxPrecision(), decimal_scale).createColumnConst(
+                return DataType(DataType::maxPrecision(), decimal_scale).createColumnConst(
                         id_col_const->size(), toField(data.front(), decimal_scale));
             }
             else
             {
                 PaddedPODArray<Type> data(1);
                 DictGetTraits<DataType>::get(dict, attr_name, ids, data);
-                columns[result].column = DataTypeNumber<Type>().createColumnConst(id_col_const->size(), toField(data.front()));
+                return DataTypeNumber<Type>().createColumnConst(id_col_const->size(), toField(data.front()));
             }
         }
         else
             throw Exception{"Third argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    bool executeDispatchComplex(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchComplex(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (arguments.size() != 3)
             throw Exception{"Function " + getName() + " for dictionary of type " + dict->getTypeName() +
                 " requires exactly 3 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const ColumnWithTypeAndName & key_col_with_type = columns[arguments[2]];
+        const ColumnWithTypeAndName & key_col_with_type = arguments[2];
 
         /// Functions in external dictionaries_loader only support full-value (not constant) columns with keys.
         ColumnPtr key_col = key_col_with_type.column->convertToFullColumnIfConst();
@@ -978,34 +959,32 @@ private:
                 out = ColVec::create(key_columns.front()->size());
             auto & data = out->getData();
             DictGetTraits<DataType>::get(dict, attr_name, key_columns, key_types, data);
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Third argument of function " + getName() + " must be " + dict->getKeyDescription(), ErrorCodes::TYPE_MISMATCH};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    bool executeDispatchRange(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchRange(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (arguments.size() != 4)
             throw Exception{"Function " + getName() + " for dictionary of type " + dict->getTypeName() +
                 " requires exactly 4 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const auto & id_col_untyped = columns[arguments[2]].column;
-        const auto & range_col_untyped = columns[arguments[3]].column;
+        const auto & id_col_untyped = arguments[2].column;
+        const auto & range_col_untyped = arguments[3].column;
 
         PaddedPODArray<UInt64> id_col_values_storage;
         PaddedPODArray<Int64> range_col_values_storage;
@@ -1019,9 +998,7 @@ private:
             out = ColVec::create(id_col_untyped->size());
         auto & data = out->getData();
         DictGetTraits<DataType>::get(dict, attr_name, id_col_values, range_col_values, data);
-        columns[result].column = std::move(out);
-
-        return true;
+        return out;
     }
 
     mutable FunctionDictHelper helper;
@@ -1077,7 +1054,7 @@ public:
         return std::make_shared<FunctionDictGetOrDefault>(context, dec_scale);
     }
 
-    FunctionDictGetOrDefault(const Context & context_, UInt32 dec_scale = 0)
+    explicit FunctionDictGetOrDefault(const Context & context_, UInt32 dec_scale = 0)
         : helper(context_)
         , decimal_scale(dec_scale)
     {}
@@ -1117,69 +1094,66 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
+        ColumnPtr res;
 
-        if (!executeDispatch<FlatDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<HashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<DirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<CacheDictionary>(columns, arguments, result, dict) &&
+        if (!((res = executeDispatch<FlatDictionary>(arguments, dict))
+            || (res = executeDispatch<HashedDictionary>(arguments, dict))
+            || (res = executeDispatch<DirectDictionary>(arguments, dict))
+            || (res = executeDispatch<CacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatch<SSDCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatch<SSDCacheDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<ComplexKeyHashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyDirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<ComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<ComplexKeyHashedDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyDirectDictionary>(arguments, dict))
+            || (res = executeDispatchComplex<ComplexKeyCacheDictionary>(arguments, dict))
 #if defined(OS_LINUX) || defined(__FreeBSD__)
-            !executeDispatchComplex<SSDComplexKeyCacheDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<SSDComplexKeyCacheDictionary>(arguments, dict))
 #endif
 #if !defined(ARCADIA_BUILD)
-            !executeDispatchComplex<TrieDictionary>(columns, arguments, result, dict) &&
+            || (res = executeDispatchComplex<TrieDictionary>(arguments, dict))
 #endif
-            !executeDispatchComplex<PolygonDictionarySimple>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexEach>(columns, arguments, result, dict) &&
-            !executeDispatchComplex<PolygonDictionaryIndexCell>(columns, arguments, result, dict))
+            || (res = executeDispatchComplex<PolygonDictionarySimple>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexEach>(arguments, dict))
+            || (res = executeDispatchComplex<PolygonDictionaryIndexCell>(arguments, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatch(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatch(ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const auto id_col_untyped = columns[arguments[2]].column.get();
-        if (const auto id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
-            executeDispatch(columns, arguments, result, dict, attr_name, id_col);
-        else if (const auto id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
-            executeDispatch(columns, arguments, result, dict, attr_name, id_col_const);
+        const auto * id_col_untyped = arguments[2].column.get();
+        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
+            return executeDispatch(arguments, dict, attr_name, id_col);
+        else if (const auto * id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
+            return executeDispatch(arguments, dict, attr_name, id_col_const);
         else
             throw Exception{"Third argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    void executeDispatch(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const DictionaryType * dict,
+    ColumnPtr executeDispatch(
+            ColumnsWithTypeAndName & arguments, const DictionaryType * dict,
             const std::string & attr_name, const ColumnUInt64 * id_col) const
     {
-        const auto default_col_untyped = columns[arguments[3]].column.get();
+        const auto * default_col_untyped = arguments[3].column.get();
 
         if (const auto default_col = checkAndGetColumn<ColVec>(default_col_untyped))
         {
@@ -1193,7 +1167,7 @@ private:
             auto & data = out->getData();
             const auto & defs = default_col->getData();
             DictGetTraits<DataType>::getOrDefault(dict, attr_name, ids, defs, data);
-            columns[result].column = std::move(out);
+            return out;
         }
         else if (const auto default_col_const = checkAndGetColumnConst<ColVec>(default_col_untyped))
         {
@@ -1207,18 +1181,18 @@ private:
             auto & data = out->getData();
             const auto def = default_col_const->template getValue<Type>();
             DictGetTraits<DataType>::getOrDefault(dict, attr_name, ids, def, data);
-            columns[result].column = std::move(out);
+            return out;
         }
         else
             throw Exception{"Fourth argument of function " + getName() + " must be " + TypeName<Type>::get(), ErrorCodes::ILLEGAL_COLUMN};
     }
 
     template <typename DictionaryType>
-    void executeDispatch(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const DictionaryType * dict,
+    ColumnPtr executeDispatch(
+            ColumnsWithTypeAndName & arguments, const DictionaryType * dict,
             const std::string & attr_name, const ColumnConst * id_col) const
     {
-        const auto default_col_untyped = columns[arguments[3]].column.get();
+        const auto * default_col_untyped = arguments[3].column.get();
 
         if (const auto default_col = checkAndGetColumn<ColVec>(default_col_untyped))
         {
@@ -1232,19 +1206,18 @@ private:
                 {
                     DecimalPaddedPODArray<Type> data(1, decimal_scale);
                     DictGetTraits<DataType>::getOrDefault(dict, attr_name, ids, Type(), data);
-                    columns[result].column =
-                        DataType(DataType::maxPrecision(), decimal_scale).createColumnConst(
+                    return DataType(DataType::maxPrecision(), decimal_scale).createColumnConst(
                             id_col->size(), toField(data.front(), decimal_scale));
                 }
                 else
                 {
                     PaddedPODArray<Type> data(1);
                     DictGetTraits<DataType>::getOrDefault(dict, attr_name, ids, Type(), data);
-                    columns[result].column = DataType().createColumnConst(id_col->size(), toField(data.front()));
+                    return DataType().createColumnConst(id_col->size(), toField(data.front()));
                 }
             }
             else
-                columns[result].column = columns[arguments[3]].column; // reuse the default column
+                return arguments[3].column; // reuse the default column
         }
         else if (const auto default_col_const = checkAndGetColumnConst<ColVec>(default_col_untyped))
         {
@@ -1256,8 +1229,7 @@ private:
                 DecimalPaddedPODArray<Type> data(1, decimal_scale);
                 const auto & def = default_col_const->template getValue<Type>();
                 DictGetTraits<DataType>::getOrDefault(dict, attr_name, ids, def, data);
-                columns[result].column =
-                    DataType(DataType::maxPrecision(), decimal_scale).createColumnConst(
+                return DataType(DataType::maxPrecision(), decimal_scale).createColumnConst(
                         id_col->size(), toField(data.front(), decimal_scale));
             }
             else
@@ -1265,7 +1237,7 @@ private:
                 PaddedPODArray<Type> data(1);
                 const auto & def = default_col_const->template getValue<Type>();
                 DictGetTraits<DataType>::getOrDefault(dict, attr_name, ids, def, data);
-                columns[result].column = DataType().createColumnConst(id_col->size(), toField(data.front()));
+                return DataType().createColumnConst(id_col->size(), toField(data.front()));
             }
         }
         else
@@ -1273,20 +1245,20 @@ private:
     }
 
     template <typename DictionaryType>
-    bool executeDispatchComplex(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatchComplex(
+            ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
-        const auto attr_name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!attr_name_col)
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
 
         String attr_name = attr_name_col->getValue<String>();
 
-        const ColumnWithTypeAndName & key_col_with_type = columns[arguments[2]];
+        const ColumnWithTypeAndName & key_col_with_type = arguments[2];
 
         /// Functions in external dictionaries_loader only support full-value (not constant) columns with keys.
         ColumnPtr key_col = key_col_with_type.column->convertToFullColumnIfConst();
@@ -1303,7 +1275,7 @@ private:
             out = ColVec::create(rows);
         auto & data = out->getData();
 
-        const auto default_col_untyped = columns[arguments[3]].column.get();
+        const auto * default_col_untyped = arguments[3].column.get();
         if (const auto default_col = checkAndGetColumn<ColVec>(default_col_untyped))
         {
             /// const defaults
@@ -1320,8 +1292,7 @@ private:
         else
             throw Exception{"Fourth argument of function " + getName() + " must be " + TypeName<Type>::get(), ErrorCodes::ILLEGAL_COLUMN};
 
-        columns[result].column = std::move(out);
-        return true;
+        return out;
     }
 
     mutable FunctionDictHelper helper;
@@ -1374,7 +1345,7 @@ public:
         return std::make_shared<FunctionDictGetNoType>(context);
     }
 
-    FunctionDictGetNoType(const Context & context_) : context(context_), helper(context_) {}
+    explicit FunctionDictGetNoType(const Context & context_) : context(context_), helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -1396,7 +1367,7 @@ private:
             throw Exception{"Function " + getName() + " takes 3 or 4 arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
         String dict_name;
-        if (auto name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
+        if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
         {
             dict_name = name_col->getValue<String>();
         }
@@ -1405,7 +1376,7 @@ private:
                 + ", expected a const string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
 
         String attr_name;
-        if (auto name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get()))
+        if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get()))
         {
             attr_name = name_col->getValue<String>();
         }
@@ -1420,7 +1391,7 @@ private:
 
         if (arguments.size() == 4)
         {
-            const auto range_argument = arguments[3].type.get();
+            const auto * range_argument = arguments[3].type.get();
             if (!(range_argument->isValueRepresentedByInteger() &&
                    range_argument->getSizeOfValueInMemory() <= sizeof(Int64)))
                 throw Exception{"Illegal type " + range_argument->getName() + " of fourth argument of function " + getName()
@@ -1501,12 +1472,11 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        impl->executeImpl(columns, arguments, result, input_rows_count);
+        return impl->executeImpl(arguments, result_type, input_rows_count);
     }
 
-private:
     const Context & context;
     mutable FunctionDictHelper helper;
     mutable FunctionPtr impl; // underlying function used by dictGet function without explicit type info
@@ -1523,7 +1493,7 @@ public:
         return std::make_shared<FunctionDictGetNoTypeOrDefault>(context);
     }
 
-    FunctionDictGetNoTypeOrDefault(const Context & context_) : context(context_), helper(context_) {}
+    explicit FunctionDictGetNoTypeOrDefault(const Context & context_) : context(context_), helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -1541,7 +1511,7 @@ private:
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
     {
         String dict_name;
-        if (auto name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
+        if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
         {
             dict_name = name_col->getValue<String>();
         }
@@ -1550,7 +1520,7 @@ private:
                 + ", expected a const string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
 
         String attr_name;
-        if (auto name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get()))
+        if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[1].column.get()))
         {
             attr_name = name_col->getValue<String>();
         }
@@ -1643,12 +1613,11 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        impl->executeImpl(columns, arguments, result, input_rows_count);
+        return impl->executeImpl(arguments, result_type, input_rows_count);
     }
 
-private:
     const Context & context;
     mutable FunctionDictHelper helper;
     mutable FunctionPtr impl; // underlying function used by dictGet function without explicit type info
@@ -1666,7 +1635,7 @@ public:
         return std::make_shared<FunctionDictGetHierarchy>(context);
     }
 
-    FunctionDictGetHierarchy(const Context & context_) : helper(context_) {}
+    explicit FunctionDictGetHierarchy(const Context & context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -1692,31 +1661,29 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
+        ColumnPtr res;
 
-        if (!executeDispatch<FlatDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<DirectDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<HashedDictionary>(columns, arguments, result, dict) &&
-            !executeDispatch<CacheDictionary>(columns, arguments, result, dict))
+        if (!((res = executeDispatch<FlatDictionary>(arguments, result_type, dict))
+            || (res = executeDispatch<DirectDictionary>(arguments, result_type, dict))
+            || (res = executeDispatch<HashedDictionary>(arguments, result_type, dict))
+            || (res = executeDispatch<CacheDictionary>(arguments, result_type, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatch(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result,
-                         const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatch(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (!dict->hasHierarchy())
             throw Exception{"Dictionary does not have a hierarchy", ErrorCodes::UNSUPPORTED_METHOD};
@@ -1781,28 +1748,26 @@ private:
             }
         };
 
-        const auto id_col_untyped = columns[arguments[1]].column.get();
-        if (const auto id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
+        const auto * id_col_untyped = arguments[1].column.get();
+        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
         {
             const auto & in = id_col->getData();
             auto backend = ColumnUInt64::create();
             auto offsets = ColumnArray::ColumnOffsets::create();
             get_hierarchies(in, backend->getData(), offsets->getData());
-            columns[result].column = ColumnArray::create(std::move(backend), std::move(offsets));
+            return ColumnArray::create(std::move(backend), std::move(offsets));
         }
-        else if (const auto id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
+        else if (const auto * id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
         {
             const PaddedPODArray<UInt64> in(1, id_col_const->getValue<UInt64>());
             auto backend = ColumnUInt64::create();
             auto offsets = ColumnArray::ColumnOffsets::create();
             get_hierarchies(in, backend->getData(), offsets->getData());
             auto array = ColumnArray::create(std::move(backend), std::move(offsets));
-            columns[result].column = columns[result].type->createColumnConst(id_col_const->size(), (*array)[0].get<Array>());
+            return result_type->createColumnConst(id_col_const->size(), (*array)[0].get<Array>());
         }
         else
             throw Exception{"Second argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     mutable FunctionDictHelper helper;
@@ -1819,7 +1784,7 @@ public:
         return std::make_shared<FunctionDictIsIn>(context);
     }
 
-    FunctionDictIsIn(const Context & context_)
+    explicit FunctionDictIsIn(const Context & context_)
         : helper(context_) {}
 
     String getName() const override { return name; }
@@ -1849,54 +1814,50 @@ private:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            auto & elem = columns[result];
-            elem.column = elem.type->createColumn();
-            return;
-        }
+            return result_type->createColumn();
 
-        auto dict = helper.getDictionary(columns[arguments[0]]);
+        auto dict = helper.getDictionary(arguments[0]);
 
-        if (!executeDispatch<FlatDictionary>(columns, arguments, result, dict)
-            && !executeDispatch<DirectDictionary>(columns, arguments, result, dict)
-            && !executeDispatch<HashedDictionary>(columns, arguments, result, dict)
-            && !executeDispatch<CacheDictionary>(columns, arguments, result, dict))
+        ColumnPtr res;
+        if (!((res = executeDispatch<FlatDictionary>(arguments, dict))
+            || (res = executeDispatch<DirectDictionary>(arguments, dict))
+            || (res = executeDispatch<HashedDictionary>(arguments, dict))
+            || (res = executeDispatch<CacheDictionary>(arguments, dict))))
             throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+
+        return res;
     }
 
     template <typename DictionaryType>
-    bool executeDispatch(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result,
-                         const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    ColumnPtr executeDispatch(ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
     {
-        const auto dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
+        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
         if (!dict)
-            return false;
+            return nullptr;
 
         if (!dict->hasHierarchy())
             throw Exception{"Dictionary does not have a hierarchy", ErrorCodes::UNSUPPORTED_METHOD};
 
-        const auto child_id_col_untyped = columns[arguments[1]].column.get();
-        const auto ancestor_id_col_untyped = columns[arguments[2]].column.get();
+        const auto * child_id_col_untyped = arguments[1].column.get();
+        const auto * ancestor_id_col_untyped = arguments[2].column.get();
 
-        if (const auto child_id_col = checkAndGetColumn<ColumnUInt64>(child_id_col_untyped))
-            execute(columns, result, dict, child_id_col, ancestor_id_col_untyped);
-        else if (const auto child_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(child_id_col_untyped))
-            execute(columns, result, dict, child_id_col_const, ancestor_id_col_untyped);
+        if (const auto * child_id_col = checkAndGetColumn<ColumnUInt64>(child_id_col_untyped))
+            return execute(dict, child_id_col, ancestor_id_col_untyped);
+        else if (const auto * child_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(child_id_col_untyped))
+            return execute(dict, child_id_col_const, ancestor_id_col_untyped);
         else
             throw Exception{"Illegal column " + child_id_col_untyped->getName()
                 + " of second argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     template <typename DictionaryType>
-    bool execute(ColumnsWithTypeAndName & columns, const size_t result, const DictionaryType * dict,
+    ColumnPtr execute(const DictionaryType * dict,
                  const ColumnUInt64 * child_id_col, const IColumn * ancestor_id_col_untyped) const
     {
-        if (const auto ancestor_id_col = checkAndGetColumn<ColumnUInt64>(ancestor_id_col_untyped))
+        if (const auto * ancestor_id_col = checkAndGetColumn<ColumnUInt64>(ancestor_id_col_untyped))
         {
             auto out = ColumnUInt8::create();
 
@@ -1907,9 +1868,9 @@ private:
             data.resize(size);
 
             dict->isInVectorVector(child_ids, ancestor_ids, data);
-            columns[result].column = std::move(out);
+            return out;
         }
-        else if (const auto ancestor_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(ancestor_id_col_untyped))
+        else if (const auto * ancestor_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(ancestor_id_col_untyped))
         {
             auto out = ColumnUInt8::create();
 
@@ -1920,22 +1881,19 @@ private:
             data.resize(size);
 
             dict->isInVectorConstant(child_ids, ancestor_id, data);
-            columns[result].column = std::move(out);
+            return out;
         }
         else
         {
             throw Exception{"Illegal column " + ancestor_id_col_untyped->getName()
                 + " of third argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
-
-        return true;
     }
 
     template <typename DictionaryType>
-    bool execute(ColumnsWithTypeAndName & columns, const size_t result, const DictionaryType * dict,
-                 const ColumnConst * child_id_col, const IColumn * ancestor_id_col_untyped) const
+    ColumnPtr execute(const DictionaryType * dict, const ColumnConst * child_id_col, const IColumn * ancestor_id_col_untyped) const
     {
-        if (const auto ancestor_id_col = checkAndGetColumn<ColumnUInt64>(ancestor_id_col_untyped))
+        if (const auto * ancestor_id_col = checkAndGetColumn<ColumnUInt64>(ancestor_id_col_untyped))
         {
             auto out = ColumnUInt8::create();
 
@@ -1946,22 +1904,20 @@ private:
             data.resize(size);
 
             dict->isInConstantVector(child_id, ancestor_ids, data);
-            columns[result].column = std::move(out);
+            return out;
         }
-        else if (const auto ancestor_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(ancestor_id_col_untyped))
+        else if (const auto * ancestor_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(ancestor_id_col_untyped))
         {
             const auto child_id = child_id_col->getValue<UInt64>();
             const auto ancestor_id = ancestor_id_col_const->getValue<UInt64>();
             UInt8 res = 0;
 
             dict->isInConstantConstant(child_id, ancestor_id, res);
-            columns[result].column = DataTypeUInt8().createColumnConst(child_id_col->size(), res);
+            return DataTypeUInt8().createColumnConst(child_id_col->size(), res);
         }
         else
             throw Exception{"Illegal column " + ancestor_id_col_untyped->getName()
                 + " of third argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
-
-        return true;
     }
 
     mutable FunctionDictHelper helper;
diff --git a/src/Functions/FunctionsExternalModels.cpp b/src/Functions/FunctionsExternalModels.cpp
index 14ced517e6a..9c1892012e1 100644
--- a/src/Functions/FunctionsExternalModels.cpp
+++ b/src/Functions/FunctionsExternalModels.cpp
@@ -69,9 +69,9 @@ DataTypePtr FunctionModelEvaluate::getReturnTypeImpl(const ColumnsWithTypeAndNam
     return type;
 }
 
-void FunctionModelEvaluate::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+ColumnPtr FunctionModelEvaluate::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const
 {
-    const auto * name_col = checkAndGetColumnConst<ColumnString>(columns[arguments[0]].column.get());
+    const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get());
     if (!name_col)
         throw Exception("First argument of function " + getName() + " must be a constant string",
                         ErrorCodes::ILLEGAL_COLUMN);
@@ -85,7 +85,7 @@ void FunctionModelEvaluate::executeImpl(ColumnsWithTypeAndName & columns, const
     column_ptrs.reserve(arguments.size());
     for (auto arg : ext::range(1, arguments.size()))
     {
-        auto & column = columns[arguments[arg]].column;
+        auto & column = arguments[arg].column;
         column_ptrs.push_back(column.get());
         if (auto full_column = column->convertToFullColumnIfConst())
         {
@@ -130,7 +130,7 @@ void FunctionModelEvaluate::executeImpl(ColumnsWithTypeAndName & columns, const
             res = ColumnNullable::create(res, null_map);
     }
 
-    columns[result].column = res;
+    return res;
 }
 
 void registerFunctionsExternalModels(FunctionFactory & factory)
diff --git a/src/Functions/FunctionsExternalModels.h b/src/Functions/FunctionsExternalModels.h
index 40dad72bfc4..336dc164248 100644
--- a/src/Functions/FunctionsExternalModels.h
+++ b/src/Functions/FunctionsExternalModels.h
@@ -32,7 +32,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
     const ExternalModelsLoader & models_loader;
diff --git a/src/Functions/FunctionsHashing.h b/src/Functions/FunctionsHashing.h
index 3bed85e30bc..678214cdbad 100644
--- a/src/Functions/FunctionsHashing.h
+++ b/src/Functions/FunctionsHashing.h
@@ -543,9 +543,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        if (const ColumnString * col_from = checkAndGetColumn<ColumnString>(columns[arguments[0]].column.get()))
+        if (const ColumnString * col_from = checkAndGetColumn<ColumnString>(arguments[0].column.get()))
         {
             auto col_to = ColumnFixedString::create(Impl::length);
 
@@ -566,10 +566,10 @@ public:
                 current_offset = offsets[i];
             }
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else if (
-            const ColumnFixedString * col_from_fix = checkAndGetColumn<ColumnFixedString>(columns[arguments[0]].column.get()))
+            const ColumnFixedString * col_from_fix = checkAndGetColumn<ColumnFixedString>(arguments[0].column.get()))
         {
             auto col_to = ColumnFixedString::create(Impl::length);
             const typename ColumnFixedString::Chars & data = col_from_fix->getChars();
@@ -582,10 +582,10 @@ public:
                 Impl::apply(
                     reinterpret_cast<const char *>(&data[i * length]), length, reinterpret_cast<uint8_t *>(&chars_to[i * Impl::length]));
             }
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -604,11 +604,11 @@ private:
     using ToType = typename Impl::ReturnType;
 
     template <typename FromType>
-    void executeType(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeType(ColumnsWithTypeAndName & arguments) const
     {
         using ColVecType = std::conditional_t<IsDecimalNumber<FromType>, ColumnDecimal<FromType>, ColumnVector<FromType>>;
 
-        if (const ColVecType * col_from = checkAndGetColumn<ColVecType>(columns[arguments[0]].column.get()))
+        if (const ColVecType * col_from = checkAndGetColumn<ColVecType>(arguments[0].column.get()))
         {
             auto col_to = ColumnVector<ToType>::create();
 
@@ -620,10 +620,10 @@ private:
             for (size_t i = 0; i < size; ++i)
                 vec_to[i] = Impl::apply(vec_from[i]);
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of function " + Name::name,
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -647,25 +647,37 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const IDataType * from_type = columns[arguments[0]].type.get();
+        const IDataType * from_type = arguments[0].type.get();
         WhichDataType which(from_type);
 
-        if      (which.isUInt8()) executeType<UInt8>(columns, arguments, result);
-        else if (which.isUInt16()) executeType<UInt16>(columns, arguments, result);
-        else if (which.isUInt32()) executeType<UInt32>(columns, arguments, result);
-        else if (which.isUInt64()) executeType<UInt64>(columns, arguments, result);
-        else if (which.isInt8()) executeType<Int8>(columns, arguments, result);
-        else if (which.isInt16()) executeType<Int16>(columns, arguments, result);
-        else if (which.isInt32()) executeType<Int32>(columns, arguments, result);
-        else if (which.isInt64()) executeType<Int64>(columns, arguments, result);
-        else if (which.isDate()) executeType<UInt16>(columns, arguments, result);
-        else if (which.isDateTime()) executeType<UInt32>(columns, arguments, result);
-        else if (which.isDecimal32()) executeType<Decimal32>(columns, arguments, result);
-        else if (which.isDecimal64()) executeType<Decimal64>(columns, arguments, result);
+        if (which.isUInt8())
+            return executeType<UInt8>(arguments);
+        else if (which.isUInt16())
+            return executeType<UInt16>(arguments);
+        else if (which.isUInt32())
+            return executeType<UInt32>(arguments);
+        else if (which.isUInt64())
+            return executeType<UInt64>(arguments);
+        else if (which.isInt8())
+            return executeType<Int8>(arguments);
+        else if (which.isInt16())
+            return executeType<Int16>(arguments);
+        else if (which.isInt32())
+            return executeType<Int32>(arguments);
+        else if (which.isInt64())
+            return executeType<Int64>(arguments);
+        else if (which.isDate())
+            return executeType<UInt16>(arguments);
+        else if (which.isDateTime())
+            return executeType<UInt32>(arguments);
+        else if (which.isDecimal32())
+            return executeType<Decimal32>(arguments);
+        else if (which.isDecimal64())
+            return executeType<Decimal64>(arguments);
         else
-            throw Exception("Illegal type " + columns[arguments[0]].type->getName() + " of argument of function " + getName(),
+            throw Exception("Illegal type " + arguments[0].type->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 };
@@ -689,9 +701,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
@@ -886,7 +898,7 @@ private:
         }
         else if (const ColumnConst * col_from_const = checkAndGetColumnConstStringOrFixedString(column))
         {
-            String value = col_from_const->getValue<String>().data();
+            String value = col_from_const->getValue<String>();
             const ToType hash = Impl::apply(value.data(), value.size());
             const size_t size = vec_to.size();
 
@@ -1041,7 +1053,7 @@ public:
         return std::make_shared<DataTypeNumber<ToType>>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         size_t rows = input_rows_count;
         auto col_to = ColumnVector<ToType>::create(rows);
@@ -1057,13 +1069,10 @@ public:
         /// The function supports arbitrary number of arguments of arbitrary types.
 
         bool is_first_argument = true;
-        for (size_t i = 0; i < arguments.size(); ++i)
-        {
-            const ColumnWithTypeAndName & col = columns[arguments[i]];
+        for (const auto & col : arguments)
             executeForArgument(col.type.get(), col.column.get(), vec_to, is_first_argument);
-        }
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -1086,9 +1095,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
@@ -1118,7 +1127,7 @@ struct URLHierarchyHashImpl
 {
     static size_t findLevelLength(const UInt64 level, const char * begin, const char * end)
     {
-        auto pos = begin;
+        const auto * pos = begin;
 
         /// Let's parse everything that goes before the path
 
@@ -1192,7 +1201,7 @@ public:
             throw Exception{"Number of arguments for function " + getName() + " doesn't match: passed " +
                 toString(arg_count) + ", should be 1 or 2.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-        const auto first_arg = arguments.front().get();
+        const auto * first_arg = arguments.front().get();
         if (!WhichDataType(first_arg).isString())
             throw Exception{"Illegal type " + first_arg->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
 
@@ -1209,24 +1218,24 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         const auto arg_count = arguments.size();
 
         if (arg_count == 1)
-            executeSingleArg(columns, arguments, result);
+            return executeSingleArg(arguments);
         else if (arg_count == 2)
-            executeTwoArgs(columns, arguments, result);
+            return executeTwoArgs(arguments);
         else
             throw Exception{"got into IFunction::execute with unexpected number of arguments", ErrorCodes::LOGICAL_ERROR};
     }
 
 private:
-    void executeSingleArg(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result) const
+    ColumnPtr executeSingleArg(ColumnsWithTypeAndName & arguments) const
     {
-        const auto col_untyped = columns[arguments.front()].column.get();
+        const auto * col_untyped = arguments.front().column.get();
 
-        if (const auto col_from = checkAndGetColumn<ColumnString>(col_untyped))
+        if (const auto * col_from = checkAndGetColumn<ColumnString>(col_untyped))
         {
             const auto size = col_from->size();
             auto col_to = ColumnUInt64::create(size);
@@ -1245,23 +1254,23 @@ private:
                 current_offset = offsets[i];
             }
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception{"Illegal column " + columns[arguments[0]].column->getName() +
+            throw Exception{"Illegal column " + arguments[0].column->getName() +
                 " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
     }
 
-    void executeTwoArgs(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result) const
+    ColumnPtr executeTwoArgs(ColumnsWithTypeAndName & arguments) const
     {
-        const auto level_col = columns[arguments.back()].column.get();
+        const auto * level_col = arguments.back().column.get();
         if (!isColumnConst(*level_col))
             throw Exception{"Second argument of function " + getName() + " must be an integral constant", ErrorCodes::ILLEGAL_COLUMN};
 
         const auto level = level_col->get64(0);
 
-        const auto col_untyped = columns[arguments.front()].column.get();
-        if (const auto col_from = checkAndGetColumn<ColumnString>(col_untyped))
+        const auto * col_untyped = arguments.front().column.get();
+        if (const auto * col_from = checkAndGetColumn<ColumnString>(col_untyped))
         {
             const auto size = col_from->size();
             auto col_to = ColumnUInt64::create(size);
@@ -1281,10 +1290,10 @@ private:
                 current_offset = offsets[i];
             }
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
-            throw Exception{"Illegal column " + columns[arguments[0]].column->getName() +
+            throw Exception{"Illegal column " + arguments[0].column->getName() +
                 " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
     }
 };
diff --git a/src/Functions/FunctionsJSON.cpp b/src/Functions/FunctionsJSON.cpp
index 6f83bc401de..7478c1627af 100644
--- a/src/Functions/FunctionsJSON.cpp
+++ b/src/Functions/FunctionsJSON.cpp
@@ -10,13 +10,13 @@ namespace ErrorCodes
 }
 
 
-std::vector<FunctionJSONHelpers::Move> FunctionJSONHelpers::prepareMoves(const char * function_name, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t first_index_argument, size_t num_index_arguments)
+std::vector<FunctionJSONHelpers::Move> FunctionJSONHelpers::prepareMoves(const char * function_name, ColumnsWithTypeAndName & columns, size_t first_index_argument, size_t num_index_arguments)
 {
     std::vector<Move> moves;
     moves.reserve(num_index_arguments);
     for (const auto i : ext::range(first_index_argument, first_index_argument + num_index_arguments))
     {
-        const auto & column = columns[arguments[i]];
+        const auto & column = columns[i];
         if (!isString(column.type) && !isInteger(column.type))
             throw Exception{"The argument " + std::to_string(i + 1) + " of function " + String(function_name)
                                 + " should be a string specifying key or an integer specifying index, illegal type: " + column.type->getName(),
diff --git a/src/Functions/FunctionsJSON.h b/src/Functions/FunctionsJSON.h
index e55288a2367..0fcf1f57f82 100644
--- a/src/Functions/FunctionsJSON.h
+++ b/src/Functions/FunctionsJSON.h
@@ -55,22 +55,22 @@ public:
     class Executor
     {
     public:
-        static void run(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_pos, size_t input_rows_count)
+        static ColumnPtr run(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count)
         {
-            MutableColumnPtr to{columns[result_pos].type->createColumn()};
+            MutableColumnPtr to{result_type->createColumn()};
             to->reserve(input_rows_count);
 
-            if (arguments.size() < 1)
+            if (arguments.empty())
                 throw Exception{"Function " + String(Name::name) + " requires at least one argument", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
 
-            const auto & first_column = columns[arguments[0]];
+            const auto & first_column = arguments[0];
             if (!isString(first_column.type))
                 throw Exception{"The first argument of function " + String(Name::name) + " should be a string containing JSON, illegal type: " + first_column.type->getName(),
                                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
 
             const ColumnPtr & arg_json = first_column.column;
-            auto col_json_const = typeid_cast<const ColumnConst *>(arg_json.get());
-            auto col_json_string
+            const auto * col_json_const = typeid_cast<const ColumnConst *>(arg_json.get());
+            const auto * col_json_string
                 = typeid_cast<const ColumnString *>(col_json_const ? col_json_const->getDataColumnPtr().get() : arg_json.get());
 
             if (!col_json_string)
@@ -79,8 +79,8 @@ public:
             const ColumnString::Chars & chars = col_json_string->getChars();
             const ColumnString::Offsets & offsets = col_json_string->getOffsets();
 
-            size_t num_index_arguments = Impl<JSONParser>::getNumberOfIndexArguments(columns, arguments);
-            std::vector<Move> moves = prepareMoves(Name::name, columns, arguments, 1, num_index_arguments);
+            size_t num_index_arguments = Impl<JSONParser>::getNumberOfIndexArguments(arguments);
+            std::vector<Move> moves = prepareMoves(Name::name, arguments, 1, num_index_arguments);
 
             /// Preallocate memory in parser if necessary.
             JSONParser parser;
@@ -94,8 +94,8 @@ public:
             Impl<JSONParser> impl;
 
             /// prepare() does Impl-specific preparation before handling each row.
-            if constexpr (has_member_function_prepare<void (Impl<JSONParser>::*)(const char *, const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t)>::value)
-                impl.prepare(Name::name, columns, arguments, result_pos);
+            if constexpr (has_member_function_prepare<void (Impl<JSONParser>::*)(const char *, const ColumnsWithTypeAndName &, const DataTypePtr &)>::value)
+                impl.prepare(Name::name, arguments, result_type);
 
             using Element = typename JSONParser::Element;
 
@@ -121,7 +121,7 @@ public:
                     /// Perform moves.
                     Element element;
                     std::string_view last_key;
-                    bool moves_ok = performMoves<JSONParser>(columns, arguments, i, document, moves, element, last_key);
+                    bool moves_ok = performMoves<JSONParser>(arguments, i, document, moves, element, last_key);
 
                     if (moves_ok)
                         added_to_column = impl.insertResultToColumn(*to, element, last_key);
@@ -131,7 +131,7 @@ public:
                 if (!added_to_column)
                     to->insertDefault();
             }
-            columns[result_pos].column = std::move(to);
+            return to;
         }
     };
 
@@ -166,11 +166,11 @@ private:
         String key;
     };
 
-    static std::vector<Move> prepareMoves(const char * function_name, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t first_index_argument, size_t num_index_arguments);
+    static std::vector<Move> prepareMoves(const char * function_name, ColumnsWithTypeAndName & columns, size_t first_index_argument, size_t num_index_arguments);
 
     /// Performs moves of types MoveType::Index and MoveType::ConstIndex.
     template <typename JSONParser>
-    static bool performMoves(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t row,
+    static bool performMoves(const ColumnsWithTypeAndName & arguments, size_t row,
                              const typename JSONParser::Element & document, const std::vector<Move> & moves,
                              typename JSONParser::Element & element, std::string_view & last_key)
     {
@@ -196,14 +196,14 @@ private:
                 }
                 case MoveType::Index:
                 {
-                    Int64 index = (*columns[arguments[j + 1]].column)[row].get<Int64>();
+                    Int64 index = (*arguments[j + 1].column)[row].get<Int64>();
                     if (!moveToElementByIndex<JSONParser>(res_element, index, key))
                         return false;
                     break;
                 }
                 case MoveType::Key:
                 {
-                    key = std::string_view{(*columns[arguments[j + 1]].column).getDataAt(row)};
+                    key = std::string_view{(*arguments[j + 1].column).getDataAt(row)};
                     if (!moveToElementByKey<JSONParser>(res_element, key))
                         return false;
                     break;
@@ -286,21 +286,18 @@ public:
         return Impl<DummyJSONParser>::getReturnType(Name::name, arguments);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_pos, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /// Choose JSONParser.
 #if USE_SIMDJSON
         if (context.getSettingsRef().allow_simdjson)
-        {
-            FunctionJSONHelpers::Executor<Name, Impl, SimdJSONParser>::run(columns, arguments, result_pos, input_rows_count);
-            return;
-        }
+            return FunctionJSONHelpers::Executor<Name, Impl, SimdJSONParser>::run(arguments, result_type, input_rows_count);
 #endif
 
 #if USE_RAPIDJSON
-        FunctionJSONHelpers::Executor<Name, Impl, RapidJSONParser>::run(columns, arguments, result_pos, input_rows_count);
+        return FunctionJSONHelpers::Executor<Name, Impl, RapidJSONParser>::run(arguments, result_type, input_rows_count);
 #else
-        FunctionJSONHelpers::Executor<Name, Impl, DummyJSONParser>::run(columns, arguments, result_pos, input_rows_count);
+        return FunctionJSONHelpers::Executor<Name, Impl, DummyJSONParser>::run(arguments, result_type, input_rows_count);
 #endif
     }
 
@@ -334,7 +331,7 @@ public:
 
     static DataTypePtr getReturnType(const char *, const ColumnsWithTypeAndName &) { return std::make_shared<DataTypeUInt8>(); }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element &, const std::string_view &)
     {
@@ -362,7 +359,7 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers &) { return 0; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &) { return 0; }
 
     static bool insertResultToColumn(IColumn & dest, const Element &, const std::string_view &)
     {
@@ -386,7 +383,7 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -416,7 +413,7 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element &, const std::string_view & last_key)
     {
@@ -450,7 +447,7 @@ public:
         return std::make_shared<DataTypeEnum<Int8>>(values);
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -492,7 +489,7 @@ public:
         return std::make_shared<DataTypeNumber<NumberType>>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -557,7 +554,7 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -582,7 +579,7 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -909,11 +906,11 @@ public:
         return DataTypeFactory::instance().get(col_type_const->getValue<String>());
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 2; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 2; }
 
-    void prepare(const char * function_name, const ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result_pos)
+    void prepare(const char * function_name, const ColumnsWithTypeAndName &, const DataTypePtr & result_type)
     {
-        extract_tree = JSONExtractTree<JSONParser>::build(function_name, columns[result_pos].type);
+        extract_tree = JSONExtractTree<JSONParser>::build(function_name, result_type);
     }
 
     bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
@@ -950,11 +947,10 @@ public:
         return std::make_unique<DataTypeArray>(tuple_type);
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 2; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 2; }
 
-    void prepare(const char * function_name, const ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result_pos)
+    void prepare(const char * function_name, const ColumnsWithTypeAndName &, const DataTypePtr & result_type)
     {
-        const auto & result_type = columns[result_pos].type;
         const auto tuple_type = typeid_cast<const DataTypeArray *>(result_type.get())->getNestedType();
         const auto value_type = typeid_cast<const DataTypeTuple *>(tuple_type.get())->getElements()[1];
         extract_tree = JSONExtractTree<JSONParser>::build(function_name, value_type);
@@ -1002,7 +998,7 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -1106,7 +1102,7 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>());
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     static bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
@@ -1138,7 +1134,7 @@ public:
         return std::make_unique<DataTypeArray>(tuple_type);
     }
 
-    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName &, const ColumnNumbers & arguments) { return arguments.size() - 1; }
+    static size_t getNumberOfIndexArguments(const ColumnsWithTypeAndName & arguments) { return arguments.size() - 1; }
 
     bool insertResultToColumn(IColumn & dest, const Element & element, const std::string_view &)
     {
diff --git a/src/Functions/FunctionsLogical.cpp b/src/Functions/FunctionsLogical.cpp
index e921471497d..3e19516daaa 100644
--- a/src/Functions/FunctionsLogical.cpp
+++ b/src/Functions/FunctionsLogical.cpp
@@ -290,38 +290,38 @@ private:
 
 
 /// Apply target function by feeding it "batches" of N columns
-/// Combining 10 columns per pass is the fastest for large columns sizes.
-/// For small columns sizes - more columns is faster.
+/// Combining 8 columns per pass is the fastest method, because it's the maximum when clang vectorizes a loop.
 template <
-    typename Op, template <typename, size_t> typename OperationApplierImpl, size_t N = 10>
+    typename Op, template <typename, size_t> typename OperationApplierImpl, size_t N = 8>
 struct OperationApplier
 {
     template <typename Columns, typename ResultData>
     static void apply(Columns & in, ResultData & result_data, bool use_result_data_as_input = false)
     {
         if (!use_result_data_as_input)
-            doBatchedApply<false>(in, result_data);
+            doBatchedApply<false>(in, result_data.data(), result_data.size());
         while (!in.empty())
-            doBatchedApply<true>(in, result_data);
+            doBatchedApply<true>(in, result_data.data(), result_data.size());
     }
 
-    template <bool CarryResult, typename Columns, typename ResultData>
-    static void NO_INLINE doBatchedApply(Columns & in, ResultData & result_data)
+    template <bool CarryResult, typename Columns, typename Result>
+    static void NO_INLINE doBatchedApply(Columns & in, Result * __restrict result_data, size_t size)
     {
         if (N > in.size())
         {
             OperationApplier<Op, OperationApplierImpl, N - 1>
-                ::template doBatchedApply<CarryResult>(in, result_data);
+                ::template doBatchedApply<CarryResult>(in, result_data, size);
             return;
         }
 
         const OperationApplierImpl<Op, N> operation_applier_impl(in);
-        size_t i = 0;
-        for (auto & res : result_data)
+        for (size_t i = 0; i < size; ++i)
+        {
             if constexpr (CarryResult)
-                res = Op::apply(res, operation_applier_impl.apply(i++));
+                result_data[i] = Op::apply(result_data[i], operation_applier_impl.apply(i));
             else
-                res = operation_applier_impl.apply(i++);
+                result_data[i] = operation_applier_impl.apply(i);
+        }
 
         in.erase(in.end() - N, in.end());
     }
@@ -332,7 +332,7 @@ template <
 struct OperationApplier<Op, OperationApplierImpl, 0>
 {
     template <bool, typename Columns, typename Result>
-    static void NO_INLINE doBatchedApply(Columns &, Result &)
+    static void NO_INLINE doBatchedApply(Columns &, Result &, size_t)
     {
         throw Exception(
                 "OperationApplier<...>::apply(...): not enough arguments to run this method",
@@ -342,7 +342,7 @@ struct OperationApplier<Op, OperationApplierImpl, 0>
 
 
 template <class Op>
-static void executeForTernaryLogicImpl(ColumnRawPtrs arguments, ColumnWithTypeAndName & result_info, size_t input_rows_count)
+static ColumnPtr executeForTernaryLogicImpl(ColumnRawPtrs arguments, const DataTypePtr & result_type, size_t input_rows_count)
 {
     /// Combine all constant columns into a single constant value.
     UInt8 const_3v_value = 0;
@@ -351,11 +351,10 @@ static void executeForTernaryLogicImpl(ColumnRawPtrs arguments, ColumnWithTypeAn
     /// If the constant value uniquely determines the result, return it.
     if (has_consts && (arguments.empty() || Op::isSaturatedValueTernary(const_3v_value)))
     {
-        result_info.column = ColumnConst::create(
-            buildColumnFromTernaryData(UInt8Container({const_3v_value}), result_info.type->isNullable()),
+        return ColumnConst::create(
+            buildColumnFromTernaryData(UInt8Container({const_3v_value}), result_type->isNullable()),
             input_rows_count
         );
-        return;
     }
 
     const auto result_column = has_consts ?
@@ -363,7 +362,7 @@ static void executeForTernaryLogicImpl(ColumnRawPtrs arguments, ColumnWithTypeAn
 
     OperationApplier<Op, AssociativeGenericApplierImpl>::apply(arguments, result_column->getData(), has_consts);
 
-    result_info.column = buildColumnFromTernaryData(result_column->getData(), result_info.type->isNullable());
+    return buildColumnFromTernaryData(result_column->getData(), result_type->isNullable());
 }
 
 
@@ -418,7 +417,7 @@ struct TypedExecutorInvoker<Op>
 
 /// Types of all of the arguments are guaranteed to be non-nullable here
 template <class Op>
-static void basicExecuteImpl(ColumnRawPtrs arguments, ColumnWithTypeAndName & result_info, size_t input_rows_count)
+static ColumnPtr basicExecuteImpl(ColumnRawPtrs arguments, size_t input_rows_count)
 {
     /// Combine all constant columns into a single constant value.
     UInt8 const_val = 0;
@@ -429,8 +428,7 @@ static void basicExecuteImpl(ColumnRawPtrs arguments, ColumnWithTypeAndName & re
     {
         if (!arguments.empty())
             const_val = Op::apply(const_val, 0);
-        result_info.column = DataTypeUInt8().createColumnConst(input_rows_count, toField(const_val));
-        return;
+        return DataTypeUInt8().createColumnConst(input_rows_count, toField(const_val));
     }
 
     /// If the constant value is a neutral element, let's forget about it.
@@ -448,8 +446,7 @@ static void basicExecuteImpl(ColumnRawPtrs arguments, ColumnWithTypeAndName & re
         else
             FastApplierImpl<Op>::apply(*arguments[0], *arguments[1], col_res->getData());
 
-        result_info.column = std::move(col_res);
-        return;
+        return col_res;
     }
 
     /// Convert all columns to UInt8
@@ -470,7 +467,7 @@ static void basicExecuteImpl(ColumnRawPtrs arguments, ColumnWithTypeAndName & re
 
     OperationApplier<Op, AssociativeApplierImpl>::apply(uint8_args, col_res->getData(), has_consts);
 
-    result_info.column = std::move(col_res);
+    return col_res;
 }
 
 }
@@ -511,18 +508,17 @@ DataTypePtr FunctionAnyArityLogical<Impl, Name>::getReturnTypeImpl(const DataTyp
 }
 
 template <typename Impl, typename Name>
-void FunctionAnyArityLogical<Impl, Name>::executeImpl(
-        ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_index, size_t input_rows_count) const
+ColumnPtr FunctionAnyArityLogical<Impl, Name>::executeImpl(
+    ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
     ColumnRawPtrs args_in;
-    for (const auto arg_index : arguments)
-        args_in.push_back(columns[arg_index].column.get());
+    for (const auto & arg_index : arguments)
+        args_in.push_back(arg_index.column.get());
 
-    auto & result_info = columns[result_index];
-    if (result_info.type->isNullable())
-        executeForTernaryLogicImpl<Impl>(std::move(args_in), result_info, input_rows_count);
+    if (result_type->isNullable())
+        return executeForTernaryLogicImpl<Impl>(std::move(args_in), result_type, input_rows_count);
     else
-        basicExecuteImpl<Impl>(std::move(args_in), result_info, input_rows_count);
+        return basicExecuteImpl<Impl>(std::move(args_in), input_rows_count);
 }
 
 
@@ -554,9 +550,9 @@ DataTypePtr FunctionUnaryLogical<Impl, Name>::getReturnTypeImpl(const DataTypes
 }
 
 template <template <typename> class Impl, typename T>
-bool functionUnaryExecuteType(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+ColumnPtr functionUnaryExecuteType(ColumnsWithTypeAndName & arguments)
 {
-    if (auto col = checkAndGetColumn<ColumnVector<T>>(columns[arguments[0]].column.get()))
+    if (auto col = checkAndGetColumn<ColumnVector<T>>(arguments[0].column.get()))
     {
         auto col_res = ColumnUInt8::create();
 
@@ -564,29 +560,31 @@ bool functionUnaryExecuteType(ColumnsWithTypeAndName & columns, const ColumnNumb
         vec_res.resize(col->getData().size());
         UnaryOperationImpl<T, Impl<T>>::vector(col->getData(), vec_res);
 
-        columns[result].column = std::move(col_res);
-        return true;
+        return col_res;
     }
 
-    return false;
+    return nullptr;
 }
 
 template <template <typename> class Impl, typename Name>
-void FunctionUnaryLogical<Impl, Name>::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+ColumnPtr FunctionUnaryLogical<Impl, Name>::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const
 {
-    if (!(functionUnaryExecuteType<Impl, UInt8>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, UInt16>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, UInt32>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, UInt64>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, Int8>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, Int16>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, Int32>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, Int64>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, Float32>(columns, arguments, result)
-        || functionUnaryExecuteType<Impl, Float64>(columns, arguments, result)))
-       throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+    ColumnPtr res;
+    if (!((res = functionUnaryExecuteType<Impl, UInt8>(arguments))
+        || (res = functionUnaryExecuteType<Impl, UInt16>(arguments))
+        || (res = functionUnaryExecuteType<Impl, UInt32>(arguments))
+        || (res = functionUnaryExecuteType<Impl, UInt64>(arguments))
+        || (res = functionUnaryExecuteType<Impl, Int8>(arguments))
+        || (res = functionUnaryExecuteType<Impl, Int16>(arguments))
+        || (res = functionUnaryExecuteType<Impl, Int32>(arguments))
+        || (res = functionUnaryExecuteType<Impl, Int64>(arguments))
+        || (res = functionUnaryExecuteType<Impl, Float32>(arguments))
+        || (res = functionUnaryExecuteType<Impl, Float64>(arguments))))
+       throw Exception("Illegal column " + arguments[0].column->getName()
             + " of argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
+
+    return res;
 }
 
 }
diff --git a/src/Functions/FunctionsLogical.h b/src/Functions/FunctionsLogical.h
index 5dc948d2b46..48ed0337ca9 100644
--- a/src/Functions/FunctionsLogical.h
+++ b/src/Functions/FunctionsLogical.h
@@ -154,7 +154,7 @@ public:
     /// Get result types by argument types. If the function does not apply to these arguments, throw an exception.
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_index, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override;
 
 #if USE_EMBEDDED_COMPILER
     bool isCompilableImpl(const DataTypes &) const override { return useDefaultImplementationForNulls(); }
@@ -217,7 +217,7 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override;
 
 #if USE_EMBEDDED_COMPILER
     bool isCompilableImpl(const DataTypes &) const override { return true; }
diff --git a/src/Functions/FunctionsMiscellaneous.h b/src/Functions/FunctionsMiscellaneous.h
index 6ceeb56518a..ce8a827b4cd 100644
--- a/src/Functions/FunctionsMiscellaneous.h
+++ b/src/Functions/FunctionsMiscellaneous.h
@@ -35,19 +35,19 @@ public:
 
     String getName() const override { return "FunctionExpression"; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) override
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) override
     {
         DB::Block expr_columns;
         for (size_t i = 0; i < arguments.size(); ++i)
         {
-            const auto & argument = columns[arguments[i]];
+            const auto & argument = arguments[i];
             /// Replace column name with value from argument_names.
             expr_columns.insert({argument.column, argument.type, signature->argument_names[i]});
         }
 
         expression_actions->execute(expr_columns);
 
-        columns[result].column = expr_columns.getByName(signature->return_name).column;
+         return expr_columns.getByName(signature->return_name).column;
     }
 
 bool useDefaultImplementationForNulls() const override { return false; }
@@ -79,9 +79,9 @@ public:
     bool isDeterministicInScopeOfQuery() const override { return true; }
 
     const DataTypes & getArgumentTypes() const override { return argument_types; }
-    const DataTypePtr & getReturnType() const override { return return_type; }
+    const DataTypePtr & getResultType() const override { return return_type; }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionExpression>(expression_actions, signature);
     }
@@ -119,11 +119,8 @@ public:
     bool useDefaultImplementationForNulls() const override { return false; }
     bool useDefaultImplementationForLowCardinalityColumns() const override { return false; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) override
     {
-        ColumnsWithTypeAndName columns_to_catpure;
-        columns_to_catpure.reserve(arguments.size());
-
         Names names;
         DataTypes types;
 
@@ -139,13 +136,10 @@ public:
             types.push_back(lambda_argument.type);
         }
 
-        for (const auto & argument : arguments)
-            columns_to_catpure.push_back(columns[argument]);
-
         auto function = std::make_unique<FunctionExpression>(expression_actions, types, names,
                                                              capture->return_type, capture->return_name);
         auto function_adaptor = std::make_shared<FunctionBaseAdaptor>(std::move(function));
-        columns[result].column = ColumnFunction::create(input_rows_count, std::move(function_adaptor), columns_to_catpure);
+        return ColumnFunction::create(input_rows_count, std::move(function_adaptor), arguments);
     }
 
 private:
@@ -177,9 +171,9 @@ public:
     bool isDeterministicInScopeOfQuery() const override { return true; }
 
     const DataTypes & getArgumentTypes() const override { return capture->captured_types; }
-    const DataTypePtr & getReturnType() const override { return return_type; }
+    const DataTypePtr & getResultType() const override { return return_type; }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionCapture>(expression_actions, capture);
     }
diff --git a/src/Functions/FunctionsMultiStringFuzzySearch.h b/src/Functions/FunctionsMultiStringFuzzySearch.h
index edb9680a56b..5b4c3edf3cc 100644
--- a/src/Functions/FunctionsMultiStringFuzzySearch.h
+++ b/src/Functions/FunctionsMultiStringFuzzySearch.h
@@ -66,15 +66,15 @@ public:
         return Impl::getReturnType();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         using ResultType = typename Impl::ResultType;
 
-        const ColumnPtr & column_haystack = columns[arguments[0]].column;
+        const ColumnPtr & column_haystack = arguments[0].column;
 
         const ColumnString * col_haystack_vector = checkAndGetColumn<ColumnString>(&*column_haystack);
 
-        const ColumnPtr & num_ptr = columns[arguments[1]].column;
+        const ColumnPtr & num_ptr = arguments[1].column;
         const ColumnConst * col_const_num = nullptr;
         UInt32 edit_distance = 0;
 
@@ -86,17 +86,17 @@ public:
             edit_distance = col_const_num->getValue<UInt32>();
         else
             throw Exception(
-                "Illegal column " + columns[arguments[1]].column->getName()
+                "Illegal column " + arguments[1].column->getName()
                     + ". The number is not const or does not fit in UInt32",
                 ErrorCodes::ILLEGAL_COLUMN);
 
 
-        const ColumnPtr & arr_ptr = columns[arguments[2]].column;
+        const ColumnPtr & arr_ptr = arguments[2].column;
         const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arr_ptr.get());
 
         if (!col_const_arr)
             throw Exception(
-                "Illegal column " + columns[arguments[2]].column->getName() + ". The array is not const",
+                "Illegal column " + arguments[2].column->getName() + ". The array is not const",
                 ErrorCodes::ILLEGAL_COLUMN);
 
         Array src_arr = col_const_arr->getValue<Array>();
@@ -124,12 +124,12 @@ public:
             Impl::vectorConstant(
                 col_haystack_vector->getChars(), col_haystack_vector->getOffsets(), refs, vec_res, offsets_res, edit_distance);
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName(), ErrorCodes::ILLEGAL_COLUMN);
+            throw Exception("Illegal column " + arguments[0].column->getName(), ErrorCodes::ILLEGAL_COLUMN);
 
         if constexpr (Impl::is_column_array)
-            columns[result].column = ColumnArray::create(std::move(col_res), std::move(col_offsets));
+            return ColumnArray::create(std::move(col_res), std::move(col_offsets));
         else
-            columns[result].column = std::move(col_res);
+            return col_res;
     }
 };
 
diff --git a/src/Functions/FunctionsMultiStringPosition.h b/src/Functions/FunctionsMultiStringPosition.h
index ab03f9324d0..51369717d9e 100644
--- a/src/Functions/FunctionsMultiStringPosition.h
+++ b/src/Functions/FunctionsMultiStringPosition.h
@@ -73,20 +73,20 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         using ResultType = typename Impl::ResultType;
 
-        const ColumnPtr & column_haystack = columns[arguments[0]].column;
+        const ColumnPtr & column_haystack = arguments[0].column;
 
         const ColumnString * col_haystack_vector = checkAndGetColumn<ColumnString>(&*column_haystack);
 
-        const ColumnPtr & arr_ptr = columns[arguments[1]].column;
+        const ColumnPtr & arr_ptr = arguments[1].column;
         const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arr_ptr.get());
 
         if (!col_const_arr)
             throw Exception(
-                "Illegal column " + columns[arguments[1]].column->getName() + ". The array is not const",
+                "Illegal column " + arguments[1].column->getName() + ". The array is not const",
                 ErrorCodes::ILLEGAL_COLUMN);
 
         Array src_arr = col_const_arr->getValue<Array>();
@@ -114,7 +114,7 @@ public:
         if (col_haystack_vector)
             Impl::vectorConstant(col_haystack_vector->getChars(), col_haystack_vector->getOffsets(), refs, vec_res);
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName(), ErrorCodes::ILLEGAL_COLUMN);
+            throw Exception("Illegal column " + arguments[0].column->getName(), ErrorCodes::ILLEGAL_COLUMN);
 
         size_t refs_size = refs.size();
         size_t accum = refs_size;
@@ -122,7 +122,7 @@ public:
         for (size_t i = 0; i < column_haystack_size; ++i, accum += refs_size)
             offsets_res[i] = accum;
 
-        columns[result].column = ColumnArray::create(std::move(col_res), std::move(col_offsets));
+        return ColumnArray::create(std::move(col_res), std::move(col_offsets));
     }
 };
 
diff --git a/src/Functions/FunctionsMultiStringSearch.h b/src/Functions/FunctionsMultiStringSearch.h
index 46616a29ae9..09491193f89 100644
--- a/src/Functions/FunctionsMultiStringSearch.h
+++ b/src/Functions/FunctionsMultiStringSearch.h
@@ -75,20 +75,20 @@ public:
         return Impl::getReturnType();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         using ResultType = typename Impl::ResultType;
 
-        const ColumnPtr & column_haystack = columns[arguments[0]].column;
+        const ColumnPtr & column_haystack = arguments[0].column;
 
         const ColumnString * col_haystack_vector = checkAndGetColumn<ColumnString>(&*column_haystack);
 
-        const ColumnPtr & arr_ptr = columns[arguments[1]].column;
+        const ColumnPtr & arr_ptr = arguments[1].column;
         const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arr_ptr.get());
 
         if (!col_const_arr)
             throw Exception(
-                "Illegal column " + columns[arguments[1]].column->getName() + ". The array is not const",
+                "Illegal column " + arguments[1].column->getName() + ". The array is not const",
                 ErrorCodes::ILLEGAL_COLUMN);
 
         Array src_arr = col_const_arr->getValue<Array>();
@@ -115,12 +115,12 @@ public:
         if (col_haystack_vector)
             Impl::vectorConstant(col_haystack_vector->getChars(), col_haystack_vector->getOffsets(), refs, vec_res, offsets_res);
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName(), ErrorCodes::ILLEGAL_COLUMN);
+            throw Exception("Illegal column " + arguments[0].column->getName(), ErrorCodes::ILLEGAL_COLUMN);
 
         if constexpr (Impl::is_column_array)
-            columns[result].column = ColumnArray::create(std::move(col_res), std::move(col_offsets));
+            return ColumnArray::create(std::move(col_res), std::move(col_offsets));
         else
-            columns[result].column = std::move(col_res);
+            return col_res;
     }
 };
 
diff --git a/src/Functions/FunctionsRandom.h b/src/Functions/FunctionsRandom.h
index c81a9cd0f9b..dbe3ecd8027 100644
--- a/src/Functions/FunctionsRandom.h
+++ b/src/Functions/FunctionsRandom.h
@@ -74,7 +74,7 @@ public:
         return std::make_shared<DataTypeNumber<ToType>>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnVector<ToType>::create();
         typename ColumnVector<ToType>::Container & vec_to = col_to->getData();
@@ -83,7 +83,7 @@ public:
         vec_to.resize(size);
         RandImpl::execute(reinterpret_cast<char *>(vec_to.data()), vec_to.size() * sizeof(ToType));
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -102,9 +102,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
diff --git a/src/Functions/FunctionsRound.h b/src/Functions/FunctionsRound.h
index 7c3202224d4..542463255d3 100644
--- a/src/Functions/FunctionsRound.h
+++ b/src/Functions/FunctionsRound.h
@@ -31,6 +31,7 @@ namespace ErrorCodes
 {
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int ARGUMENT_OUT_OF_BOUND;
     extern const int ILLEGAL_COLUMN;
     extern const int BAD_ARGUMENTS;
 }
@@ -84,6 +85,9 @@ enum class TieBreakingMode
     Bankers, // use banker's rounding
 };
 
+/// For N, no more than the number of digits in the largest type.
+using Scale = Int16;
+
 
 /** Rounding functions for integer values.
   */
@@ -416,7 +420,7 @@ private:
     using Container = typename ColumnDecimal<T>::Container;
 
 public:
-    static NO_INLINE void apply(const Container & in, Container & out, Int64 scale_arg)
+    static NO_INLINE void apply(const Container & in, Container & out, Scale scale_arg)
     {
         scale_arg = in.getScale() - scale_arg;
         if (scale_arg > 0)
@@ -458,7 +462,7 @@ class Dispatcher
         FloatRoundingImpl<T, rounding_mode, scale_mode>,
         IntegerRoundingImpl<T, rounding_mode, scale_mode, tie_breaking_mode>>;
 
-    static void apply(ColumnsWithTypeAndName & columns, const ColumnVector<T> * col, Int64 scale_arg, size_t result)
+    static ColumnPtr apply(const ColumnVector<T> * col, Scale scale_arg)
     {
         auto col_res = ColumnVector<T>::create();
 
@@ -484,10 +488,10 @@ class Dispatcher
             }
         }
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void apply(ColumnsWithTypeAndName & columns, const ColumnDecimal<T> * col, Int64 scale_arg, size_t result)
+    static ColumnPtr apply(const ColumnDecimal<T> * col, Scale scale_arg)
     {
         const typename ColumnDecimal<T>::Container & vec_src = col->getData();
 
@@ -497,16 +501,16 @@ class Dispatcher
         if (!vec_res.empty())
             DecimalRoundingImpl<T, rounding_mode, tie_breaking_mode>::apply(col->getData(), vec_res, scale_arg);
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
 public:
-    static void apply(ColumnsWithTypeAndName & columns, const IColumn * column, Int64 scale_arg, size_t result)
+    static ColumnPtr apply(const IColumn * column, Scale scale_arg)
     {
         if constexpr (IsNumber<T>)
-            apply(columns, checkAndGetColumn<ColumnVector<T>>(column), scale_arg, result);
+            return apply(checkAndGetColumn<ColumnVector<T>>(column), scale_arg);
         else if constexpr (IsDecimalNumber<T>)
-            apply(columns, checkAndGetColumn<ColumnDecimal<T>>(column), scale_arg, result);
+            return apply(checkAndGetColumn<ColumnDecimal<T>>(column), scale_arg);
     }
 };
 
@@ -520,7 +524,6 @@ public:
     static constexpr auto name = Name::name;
     static FunctionPtr create(const Context &) { return std::make_shared<FunctionRounding>(); }
 
-public:
     String getName() const override
     {
         return name;
@@ -532,7 +535,7 @@ public:
     /// Get result types by argument types. If the function does not apply to these arguments, throw an exception.
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        if ((arguments.size() < 1) || (arguments.size() > 2))
+        if ((arguments.empty()) || (arguments.size() > 2))
             throw Exception("Number of arguments for function " + getName() + " doesn't match: passed "
                 + toString(arguments.size()) + ", should be 1 or 2.",
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
@@ -545,20 +548,25 @@ public:
         return arguments[0];
     }
 
-    static Int64 getScaleArg(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments)
+    static Scale getScaleArg(ColumnsWithTypeAndName & arguments)
     {
         if (arguments.size() == 2)
         {
-            const IColumn & scale_column = *columns[arguments[1]].column;
+            const IColumn & scale_column = *arguments[1].column;
             if (!isColumnConst(scale_column))
-                throw Exception("Scale argument for rounding functions must be constant.", ErrorCodes::ILLEGAL_COLUMN);
+                throw Exception("Scale argument for rounding functions must be constant", ErrorCodes::ILLEGAL_COLUMN);
 
             Field scale_field = assert_cast<const ColumnConst &>(scale_column).getField();
             if (scale_field.getType() != Field::Types::UInt64
                 && scale_field.getType() != Field::Types::Int64)
-                throw Exception("Scale argument for rounding functions must have integer type.", ErrorCodes::ILLEGAL_COLUMN);
+                throw Exception("Scale argument for rounding functions must have integer type", ErrorCodes::ILLEGAL_COLUMN);
 
-            return scale_field.get<Int64>();
+            Int64 scale64 = scale_field.get<Int64>();
+            if (scale64 > std::numeric_limits<Scale>::max()
+                || scale64 < std::numeric_limits<Scale>::min())
+                throw Exception("Scale argument for rounding function is too large", ErrorCodes::ARGUMENT_OUT_OF_BOUND);
+
+            return scale64;
         }
         return 0;
     }
@@ -566,11 +574,12 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnWithTypeAndName & column = columns[arguments[0]];
-        Int64 scale_arg = getScaleArg(columns, arguments);
+        const ColumnWithTypeAndName & column = arguments[0];
+        Scale scale_arg = getScaleArg(arguments);
 
+        ColumnPtr res;
         auto call = [&](const auto & types) -> bool
         {
             using Types = std::decay_t<decltype(types)>;
@@ -579,7 +588,7 @@ public:
             if constexpr (IsDataTypeNumber<DataType> || IsDataTypeDecimal<DataType>)
             {
                 using FieldType = typename DataType::FieldType;
-                Dispatcher<FieldType, rounding_mode, tie_breaking_mode>::apply(columns, column.column.get(), scale_arg, result);
+                res = Dispatcher<FieldType, rounding_mode, tie_breaking_mode>::apply(column.column.get(), scale_arg);
                 return true;
             }
             return false;
@@ -590,6 +599,8 @@ public:
             throw Exception("Illegal column " + column.name + " of argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
         }
+
+        return res;
     }
 
     bool hasInformationAboutMonotonicity() const override
@@ -613,7 +624,6 @@ public:
     static constexpr auto name = "roundDown";
     static FunctionPtr create(const Context &) { return std::make_shared<FunctionRoundDown>(); }
 
-public:
     String getName() const override { return name; }
 
     bool isVariadic() const override { return false; }
@@ -646,25 +656,25 @@ public:
         return getLeastSupertype({type_x, type_arr_nested});
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t) const override
     {
-        auto in_column = columns[arguments[0]].column;
-        const auto & in_type = columns[arguments[0]].type;
+        auto in_column = arguments[0].column;
+        const auto & in_type = arguments[0].type;
 
-        auto array_column = columns[arguments[1]].column;
-        const auto & array_type = columns[arguments[1]].type;
+        auto array_column = arguments[1].column;
+        const auto & array_type = arguments[1].type;
 
-        const auto & return_type = columns[result].type;
+        const auto & return_type = result_type;
         auto column_result = return_type->createColumn();
-        auto out = column_result.get();
+        auto * out = column_result.get();
 
         if (!in_type->equals(*return_type))
-            in_column = castColumn(columns[arguments[0]], return_type);
+            in_column = castColumn(arguments[0], return_type);
 
         if (!array_type->equals(*return_type))
-            array_column = castColumn(columns[arguments[1]], std::make_shared<DataTypeArray>(return_type));
+            array_column = castColumn(arguments[1], std::make_shared<DataTypeArray>(return_type));
 
-        const auto in = in_column.get();
+        const auto * in = in_column.get();
         auto boundaries = typeid_cast<const ColumnConst &>(*array_column).getValue<Array>();
         size_t num_boundaries = boundaries.size();
         if (!num_boundaries)
@@ -687,7 +697,7 @@ public:
             throw Exception{"Illegal column " + in->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
 
-        columns[result].column = std::move(column_result);
+        return column_result;
     }
 
 private:
diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index 8c9aa43ff64..8e668381da1 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -75,7 +75,7 @@ public:
     }
 
     /// Initialize by the function arguments.
-    void init(ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) {}
+    void init(ColumnsWithTypeAndName & /*arguments*/) {}
 
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
@@ -136,12 +136,12 @@ public:
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
-    void init(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments)
+    void init(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnConst * col = checkAndGetColumnConstStringOrFixedString(columns[arguments[0]].column.get());
+        const ColumnConst * col = checkAndGetColumnConstStringOrFixedString(arguments[0].column.get());
 
         if (!col)
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of first argument of function " + getName() + ". Must be constant string.",
                 ErrorCodes::ILLEGAL_COLUMN);
 
@@ -204,12 +204,12 @@ public:
         SplitByCharImpl::checkArguments(arguments);
     }
 
-    void init(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments)
+    void init(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnConst * col = checkAndGetColumnConstStringOrFixedString(columns[arguments[0]].column.get());
+        const ColumnConst * col = checkAndGetColumnConstStringOrFixedString(arguments[0].column.get());
 
         if (!col)
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of first argument of function " + getName() + ". Must be constant string.",
                 ErrorCodes::ILLEGAL_COLUMN);
 
@@ -284,12 +284,12 @@ public:
     }
 
     /// Initialize by the function arguments.
-    void init(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments)
+    void init(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnConst * col = checkAndGetColumnConstStringOrFixedString(columns[arguments[1]].column.get());
+        const ColumnConst * col = checkAndGetColumnConstStringOrFixedString(arguments[1].column.get());
 
         if (!col)
-            throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+            throw Exception("Illegal column " + arguments[1].column->getName()
                 + " of first argument of function " + getName() + ". Must be constant string.",
                 ErrorCodes::ILLEGAL_COLUMN);
 
@@ -361,15 +361,15 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
         Generator generator;
-        generator.init(columns, arguments);
-        size_t array_argument_position = arguments[generator.getStringsArgumentPosition()];
+        generator.init(arguments);
+        const auto & array_argument = arguments[generator.getStringsArgumentPosition()];
 
-        const ColumnString * col_str = checkAndGetColumn<ColumnString>(columns[array_argument_position].column.get());
+        const ColumnString * col_str = checkAndGetColumn<ColumnString>(array_argument.column.get());
         const ColumnConst * col_const_str =
-                checkAndGetColumnConstStringOrFixedString(columns[array_argument_position].column.get());
+                checkAndGetColumnConstStringOrFixedString(array_argument.column.get());
 
         auto col_res = ColumnArray::create(ColumnString::create());
         ColumnString & res_strings = typeid_cast<ColumnString &>(col_res->getData());
@@ -419,7 +419,7 @@ public:
                 res_offsets.push_back(current_dst_offset);
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else if (col_const_str)
         {
@@ -433,11 +433,11 @@ public:
             while (generator.get(token_begin, token_end))
                 dst.push_back(String(token_begin, token_end - token_begin));
 
-            columns[result].column = columns[result].type->createColumnConst(col_const_str->size(), dst);
+            return result_type->createColumnConst(col_const_str->size(), dst);
         }
         else
-            throw Exception("Illegal columns " + columns[array_argument_position].column->getName()
-                    + ", " + columns[array_argument_position].column->getName()
+            throw Exception("Illegal columns " + array_argument.column->getName()
+                    + ", " + array_argument.column->getName()
                     + " of arguments of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -536,19 +536,19 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
         String delimiter;
         if (arguments.size() == 2)
         {
-            const ColumnConst * col_delim = checkAndGetColumnConstStringOrFixedString(columns[arguments[1]].column.get());
+            const ColumnConst * col_delim = checkAndGetColumnConstStringOrFixedString(arguments[1].column.get());
             if (!col_delim)
                 throw Exception("Second argument for function " + getName() + " must be constant string.", ErrorCodes::ILLEGAL_COLUMN);
 
             delimiter = col_delim->getValue<String>();
         }
 
-        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(columns[arguments[0]].column.get()))
+        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arguments[0].column.get()))
         {
             Array src_arr = col_const_arr->getValue<Array>();
             String dst_str;
@@ -559,11 +559,11 @@ public:
                 dst_str += src_arr[i].get<const String &>();
             }
 
-            columns[result].column = columns[result].type->createColumnConst(col_const_arr->size(), dst_str);
+            return result_type->createColumnConst(col_const_arr->size(), dst_str);
         }
         else
         {
-            const ColumnArray & col_arr = assert_cast<const ColumnArray &>(*columns[arguments[0]].column);
+            const ColumnArray & col_arr = assert_cast<const ColumnArray &>(*arguments[0].column);
             const ColumnString & col_string = assert_cast<const ColumnString &>(col_arr.getData());
 
             auto col_res = ColumnString::create();
@@ -573,7 +573,7 @@ public:
                 delimiter.data(), delimiter.size(),
                 col_res->getChars(), col_res->getOffsets());
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
     }
 };
diff --git a/src/Functions/FunctionsStringSearch.h b/src/Functions/FunctionsStringSearch.h
index 7be40ce3bdb..3dec1e94bfb 100644
--- a/src/Functions/FunctionsStringSearch.h
+++ b/src/Functions/FunctionsStringSearch.h
@@ -97,16 +97,16 @@ public:
         return std::make_shared<DataTypeNumber<typename Impl::ResultType>>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
         using ResultType = typename Impl::ResultType;
 
-        const ColumnPtr & column_haystack = columns[arguments[0]].column;
-        const ColumnPtr & column_needle = columns[arguments[1]].column;
+        const ColumnPtr & column_haystack = arguments[0].column;
+        const ColumnPtr & column_needle = arguments[1].column;
 
         ColumnPtr column_start_pos = nullptr;
         if (arguments.size() >= 3)
-            column_start_pos = columns[arguments[2]].column;
+            column_start_pos = arguments[2].column;
 
         const ColumnConst * col_haystack_const = typeid_cast<const ColumnConst *>(&*column_haystack);
         const ColumnConst * col_needle_const = typeid_cast<const ColumnConst *>(&*column_needle);
@@ -127,12 +127,9 @@ public:
                     vec_res);
 
                 if (is_col_start_pos_const)
-                    columns[result].column
-                        = columns[result].type->createColumnConst(col_haystack_const->size(), toField(vec_res[0]));
+                    return result_type->createColumnConst(col_haystack_const->size(), toField(vec_res[0]));
                 else
-                    columns[result].column = std::move(col_res);
-
-                return;
+                    return col_res;
             }
         }
 
@@ -175,11 +172,11 @@ public:
                 vec_res);
         else
             throw Exception(
-                "Illegal columns " + columns[arguments[0]].column->getName() + " and "
-                    + columns[arguments[1]].column->getName() + " of arguments of function " + getName(),
+                "Illegal columns " + arguments[0].column->getName() + " and "
+                    + arguments[1].column->getName() + " of arguments of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
diff --git a/src/Functions/FunctionsStringSearchToString.h b/src/Functions/FunctionsStringSearchToString.h
index 2dd41c04c77..a8f9bda88ae 100644
--- a/src/Functions/FunctionsStringSearchToString.h
+++ b/src/Functions/FunctionsStringSearchToString.h
@@ -58,10 +58,10 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr column = columns[arguments[0]].column;
-        const ColumnPtr column_needle = columns[arguments[1]].column;
+        const ColumnPtr column = arguments[0].column;
+        const ColumnPtr column_needle = arguments[1].column;
 
         const ColumnConst * col_needle = typeid_cast<const ColumnConst *>(&*column_needle);
         if (!col_needle)
@@ -75,11 +75,11 @@ public:
             ColumnString::Offsets & offsets_res = col_res->getOffsets();
             Impl::vector(col->getChars(), col->getOffsets(), col_needle->getValue<String>(), vec_res, offsets_res);
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/FunctionsStringSimilarity.h b/src/Functions/FunctionsStringSimilarity.h
index 3ef2895174f..54749f46c92 100644
--- a/src/Functions/FunctionsStringSimilarity.h
+++ b/src/Functions/FunctionsStringSimilarity.h
@@ -51,12 +51,12 @@ public:
         return std::make_shared<DataTypeNumber<typename Impl::ResultType>>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
         using ResultType = typename Impl::ResultType;
 
-        const ColumnPtr & column_haystack = columns[arguments[0]].column;
-        const ColumnPtr & column_needle = columns[arguments[1]].column;
+        const ColumnPtr & column_haystack = arguments[0].column;
+        const ColumnPtr & column_needle = arguments[1].column;
 
         const ColumnConst * col_haystack_const = typeid_cast<const ColumnConst *>(&*column_haystack);
         const ColumnConst * col_needle_const = typeid_cast<const ColumnConst *>(&*column_needle);
@@ -73,9 +73,7 @@ public:
                     ErrorCodes::TOO_LARGE_STRING_SIZE);
             }
             Impl::constantConstant(col_haystack_const->getValue<String>(), needle, res);
-            columns[result].column
-                = columns[result].type->createColumnConst(col_haystack_const->size(), toField(res));
-            return;
+            return result_type->createColumnConst(col_haystack_const->size(), toField(res));
         }
 
         auto col_res = ColumnVector<ResultType>::create();
@@ -122,12 +120,12 @@ public:
         else
         {
             throw Exception(
-                "Illegal columns " + columns[arguments[0]].column->getName() + " and "
-                    + columns[arguments[1]].column->getName() + " of arguments of function " + getName(),
+                "Illegal columns " + arguments[0].column->getName() + " and "
+                    + arguments[1].column->getName() + " of arguments of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
         }
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
diff --git a/src/Functions/IFunction.cpp b/src/Functions/IFunction.cpp
index 6727eadba6c..00e7b8a7c03 100644
--- a/src/Functions/IFunction.cpp
+++ b/src/Functions/IFunction.cpp
@@ -14,7 +14,6 @@
 #include <Functions/FunctionHelpers.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/WriteHelpers.h>
-#include <ext/range.h>
 #include <ext/collection_cast.h>
 #include <cstdlib>
 #include <memory>
@@ -104,7 +103,7 @@ void ExecutableFunctionAdaptor::createLowCardinalityResultCache(size_t cache_siz
 }
 
 
-ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count)
+ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count)
 {
     ColumnPtr result_null_map_column;
 
@@ -119,16 +118,14 @@ ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & c
         result_null_map_column = nullable->getNullMapColumnPtr();
     }
 
-    for (const auto & arg : args)
+    for (const auto & elem : args)
     {
-        const ColumnWithTypeAndName & elem = columns[arg];
         if (!elem.type->isNullable())
             continue;
 
         /// Const Nullable that are NULL.
         if (elem.column->onlyNull())
         {
-            auto result_type = columns[result].type;
             assert(result_type->isNullable());
             return result_type->createColumnConstWithDefaultValue(input_rows_count);
         }
@@ -175,23 +172,6 @@ struct NullPresence
     bool has_null_constant = false;
 };
 
-NullPresence getNullPresense(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args)
-{
-    NullPresence res;
-
-    for (const auto & arg : args)
-    {
-        const auto & elem = columns[arg];
-
-        if (!res.has_nullable)
-            res.has_nullable = elem.type->isNullable();
-        if (!res.has_null_constant)
-            res.has_null_constant = elem.type->onlyNull();
-    }
-
-    return res;
-}
-
 NullPresence getNullPresense(const ColumnsWithTypeAndName & args)
 {
     NullPresence res;
@@ -207,35 +187,36 @@ NullPresence getNullPresense(const ColumnsWithTypeAndName & args)
     return res;
 }
 
-bool allArgumentsAreConstants(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args)
+bool allArgumentsAreConstants(const ColumnsWithTypeAndName & args)
 {
-    for (auto arg : args)
-        if (!isColumnConst(*columns[arg].column))
+    for (const auto & arg : args)
+        if (!isColumnConst(*arg.column))
             return false;
     return true;
 }
 }
 
-bool ExecutableFunctionAdaptor::defaultImplementationForConstantArguments(
-    ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count, bool dry_run)
+ColumnPtr ExecutableFunctionAdaptor::defaultImplementationForConstantArguments(
+    ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run)
 {
     ColumnNumbers arguments_to_remain_constants = impl->getArgumentsThatAreAlwaysConstant();
 
     /// Check that these arguments are really constant.
     for (auto arg_num : arguments_to_remain_constants)
-        if (arg_num < args.size() && !isColumnConst(*columns[args[arg_num]].column))
+        if (arg_num < args.size() && !isColumnConst(*args[arg_num].column))
             throw Exception("Argument at index " + toString(arg_num) + " for function " + getName() + " must be constant", ErrorCodes::ILLEGAL_COLUMN);
 
-    if (args.empty() || !impl->useDefaultImplementationForConstants() || !allArgumentsAreConstants(columns, args))
-        return false;
+    if (args.empty() || !impl->useDefaultImplementationForConstants() || !allArgumentsAreConstants(args))
+        return nullptr;
 
     ColumnsWithTypeAndName temporary_columns;
     bool have_converted_columns = false;
 
     size_t arguments_size = args.size();
+    temporary_columns.reserve(arguments_size);
     for (size_t arg_num = 0; arg_num < arguments_size; ++arg_num)
     {
-        const ColumnWithTypeAndName & column = columns[args[arg_num]];
+        const ColumnWithTypeAndName & column = args[arg_num];
 
         if (arguments_to_remain_constants.end() != std::find(arguments_to_remain_constants.begin(), arguments_to_remain_constants.end(), arg_num))
         {
@@ -255,80 +236,72 @@ bool ExecutableFunctionAdaptor::defaultImplementationForConstantArguments(
         throw Exception("Number of arguments for function " + getName() + " doesn't match: the function requires more arguments",
             ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-    temporary_columns.emplace_back(columns[result]);
+    ColumnPtr result_column = executeWithoutLowCardinalityColumns(temporary_columns, result_type, 1, dry_run);
 
-    ColumnNumbers temporary_argument_numbers(arguments_size);
-    for (size_t i = 0; i < arguments_size; ++i)
-        temporary_argument_numbers[i] = i;
-
-    executeWithoutLowCardinalityColumns(temporary_columns, temporary_argument_numbers, arguments_size, 1, dry_run);
-
-    ColumnPtr result_column;
     /// extremely rare case, when we have function with completely const arguments
     /// but some of them produced by non isDeterministic function
-    if (temporary_columns[arguments_size].column->size() > 1)
-        result_column = temporary_columns[arguments_size].column->cloneResized(1);
-    else
-        result_column = temporary_columns[arguments_size].column;
+    if (result_column->size() > 1)
+        result_column = result_column->cloneResized(1);
 
-    columns[result].column = ColumnConst::create(result_column, input_rows_count);
-    return true;
+    return ColumnConst::create(result_column, input_rows_count);
 }
 
 
-bool ExecutableFunctionAdaptor::defaultImplementationForNulls(
-    ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count, bool dry_run)
+ColumnPtr ExecutableFunctionAdaptor::defaultImplementationForNulls(ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run)
 {
     if (args.empty() || !impl->useDefaultImplementationForNulls())
-        return false;
+        return nullptr;
 
-    NullPresence null_presence = getNullPresense(columns, args);
+    NullPresence null_presence = getNullPresense(args);
 
     if (null_presence.has_null_constant)
     {
-        auto & result_column = columns[result].column;
-        auto result_type = columns[result].type;
         // Default implementation for nulls returns null result for null arguments,
         // so the result type must be nullable.
         assert(result_type->isNullable());
 
-        result_column = result_type->createColumnConstWithDefaultValue(input_rows_count);
-        return true;
+        return result_type->createColumnConstWithDefaultValue(input_rows_count);
     }
 
     if (null_presence.has_nullable)
     {
-        ColumnsWithTypeAndName temporary_columns = createBlockWithNestedColumns(columns, args, result);
-        executeWithoutLowCardinalityColumns(temporary_columns, args, result, input_rows_count, dry_run);
-        columns[result].column = wrapInNullable(temporary_columns[result].column, columns, args, result, input_rows_count);
-        return true;
+        ColumnsWithTypeAndName temporary_columns = createBlockWithNestedColumns(args);
+        auto temporary_result_type = removeNullable(result_type);
+
+        auto res = executeWithoutLowCardinalityColumns(temporary_columns, temporary_result_type, input_rows_count, dry_run);
+        return wrapInNullable(res, args, result_type, input_rows_count);
     }
 
-    return false;
+    return nullptr;
 }
 
-void ExecutableFunctionAdaptor::executeWithoutLowCardinalityColumns(
-    ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count, bool dry_run)
+ColumnPtr ExecutableFunctionAdaptor::executeWithoutLowCardinalityColumns(
+    ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run)
 {
-    if (defaultImplementationForConstantArguments(columns, args, result, input_rows_count, dry_run))
-        return;
+    if (auto res = defaultImplementationForConstantArguments(args, result_type, input_rows_count, dry_run))
+        return res;
 
-    if (defaultImplementationForNulls(columns, args, result, input_rows_count, dry_run))
-        return;
+    if (auto res = defaultImplementationForNulls(args, result_type, input_rows_count, dry_run))
+        return res;
 
+    ColumnPtr res;
     if (dry_run)
-        impl->executeDryRun(columns, args, result, input_rows_count);
+        res = impl->executeDryRun(args, result_type, input_rows_count);
     else
-        impl->execute(columns, args, result, input_rows_count);
+        res = impl->execute(args, result_type, input_rows_count);
+
+    if (!res)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Empty column was returned by function {}", getName());
+
+    return res;
 }
 
-static const ColumnLowCardinality * findLowCardinalityArgument(const ColumnsWithTypeAndName & columns, const ColumnNumbers & args)
+static const ColumnLowCardinality * findLowCardinalityArgument(const ColumnsWithTypeAndName & arguments)
 {
     const ColumnLowCardinality * result_column = nullptr;
 
-    for (auto arg : args)
+    for (const auto & column : arguments)
     {
-        const ColumnWithTypeAndName & column = columns[arg];
         if (const auto * low_cardinality_column = checkAndGetColumn<ColumnLowCardinality>(column.column.get()))
         {
             if (result_column)
@@ -342,15 +315,14 @@ static const ColumnLowCardinality * findLowCardinalityArgument(const ColumnsWith
 }
 
 static ColumnPtr replaceLowCardinalityColumnsByNestedAndGetDictionaryIndexes(
-    ColumnsWithTypeAndName & columns, const ColumnNumbers & args, bool can_be_executed_on_default_arguments, size_t input_rows_count)
+    ColumnsWithTypeAndName & args, bool can_be_executed_on_default_arguments, size_t input_rows_count)
 {
     size_t num_rows = input_rows_count;
     ColumnPtr indexes;
 
     /// Find first LowCardinality column and replace it to nested dictionary.
-    for (auto arg : args)
+    for (auto & column : args)
     {
-        ColumnWithTypeAndName & column = columns[arg];
         if (const auto * low_cardinality_column = checkAndGetColumn<ColumnLowCardinality>(column.column.get()))
         {
             /// Single LowCardinality column is supported now.
@@ -384,9 +356,8 @@ static ColumnPtr replaceLowCardinalityColumnsByNestedAndGetDictionaryIndexes(
     }
 
     /// Change size of constants.
-    for (auto arg : args)
+    for (auto & column : args)
     {
-        ColumnWithTypeAndName & column = columns[arg];
         if (const auto * column_const = checkAndGetColumn<ColumnConst>(column.column.get()))
         {
             column.column = column_const->removeLowCardinality()->cloneResized(num_rows);
@@ -397,41 +368,24 @@ static ColumnPtr replaceLowCardinalityColumnsByNestedAndGetDictionaryIndexes(
     return indexes;
 }
 
-static void convertLowCardinalityColumnsToFull(ColumnsWithTypeAndName & columns, const ColumnNumbers & args)
+static void convertLowCardinalityColumnsToFull(ColumnsWithTypeAndName & args)
 {
-    for (auto arg : args)
+    for (auto & column : args)
     {
-        ColumnWithTypeAndName & column = columns[arg];
-
         column.column = recursiveRemoveLowCardinality(column.column);
         column.type = recursiveRemoveLowCardinality(column.type);
     }
 }
 
-static ColumnsWithTypeAndName cloneWithEmptyColumns(const ColumnsWithTypeAndName & columns)
-{
-    ColumnsWithTypeAndName res;
-
-    size_t num_columns = columns.size();
-    for (size_t i = 0; i < num_columns; ++i)
-        res.emplace_back(ColumnWithTypeAndName{ nullptr, columns[i].type, columns[i].name });
-
-    return res;
-}
-
-void ExecutableFunctionAdaptor::execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count, bool dry_run)
+ColumnPtr ExecutableFunctionAdaptor::execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run)
 {
     if (impl->useDefaultImplementationForLowCardinalityColumns())
     {
-        auto & res = columns[result];
-        ColumnsWithTypeAndName columns_without_low_cardinality = cloneWithEmptyColumns(columns);
+        ColumnsWithTypeAndName columns_without_low_cardinality = arguments;
 
-        for (auto arg : arguments)
-            columns_without_low_cardinality[arg].column = columns[arg].column;
-
-        if (const auto * res_low_cardinality_type = typeid_cast<const DataTypeLowCardinality *>(res.type.get()))
+        if (const auto * res_low_cardinality_type = typeid_cast<const DataTypeLowCardinality *>(result_type.get()))
         {
-            const auto * low_cardinality_column = findLowCardinalityArgument(columns, arguments);
+            const auto * low_cardinality_column = findLowCardinalityArgument(arguments);
             bool can_be_executed_on_default_arguments = impl->canBeExecutedOnDefaultArguments();
             bool use_cache = low_cardinality_result_cache && can_be_executed_on_default_arguments
                              && low_cardinality_column && low_cardinality_column->isSharedDictionary();
@@ -446,22 +400,20 @@ void ExecutableFunctionAdaptor::execute(ColumnsWithTypeAndName & columns, const
                 if (cached_values)
                 {
                     auto indexes = cached_values->index_mapping->index(low_cardinality_column->getIndexes(), 0);
-                    res.column = ColumnLowCardinality::create(cached_values->function_result, indexes, true);
-                    return;
+                    return ColumnLowCardinality::create(cached_values->function_result, indexes, true);
                 }
             }
 
-            columns_without_low_cardinality[result].type = res_low_cardinality_type->getDictionaryType();
+            const auto & dictionary_type = res_low_cardinality_type->getDictionaryType();
             ColumnPtr indexes = replaceLowCardinalityColumnsByNestedAndGetDictionaryIndexes(
-                    columns_without_low_cardinality, arguments, can_be_executed_on_default_arguments, input_rows_count);
+                    columns_without_low_cardinality, can_be_executed_on_default_arguments, input_rows_count);
 
-            size_t new_input_rows_count = arguments.empty()
+            size_t new_input_rows_count = columns_without_low_cardinality.empty()
                                         ? input_rows_count
-                                        : columns_without_low_cardinality[arguments.front()].column->size();
+                                        : columns_without_low_cardinality.front().column->size();
 
-            executeWithoutLowCardinalityColumns(columns_without_low_cardinality, arguments, result, new_input_rows_count, dry_run);
-
-            auto keys = columns_without_low_cardinality[result].column->convertToFullColumnIfConst();
+            auto res = executeWithoutLowCardinalityColumns(columns_without_low_cardinality, dictionary_type, new_input_rows_count, dry_run);
+            auto keys = res->convertToFullColumnIfConst();
 
             auto res_mut_dictionary = DataTypeLowCardinality::createColumnUnique(*res_low_cardinality_type->getDictionaryType());
             ColumnPtr res_indexes = res_mut_dictionary->uniqueInsertRangeFrom(*keys, 0, keys->size());
@@ -481,22 +433,21 @@ void ExecutableFunctionAdaptor::execute(ColumnsWithTypeAndName & columns, const
                     res_indexes = cache_values->index_mapping;
                 }
 
-                res.column = ColumnLowCardinality::create(res_dictionary, res_indexes->index(*indexes, 0), use_cache);
+                return ColumnLowCardinality::create(res_dictionary, res_indexes->index(*indexes, 0), use_cache);
             }
             else
             {
-                res.column = ColumnLowCardinality::create(res_dictionary, res_indexes);
+                return ColumnLowCardinality::create(res_dictionary, res_indexes);
             }
         }
         else
         {
-            convertLowCardinalityColumnsToFull(columns_without_low_cardinality, arguments);
-            executeWithoutLowCardinalityColumns(columns_without_low_cardinality, arguments, result, input_rows_count, dry_run);
-            res.column = columns_without_low_cardinality[result].column;
+            convertLowCardinalityColumnsToFull(columns_without_low_cardinality);
+            return executeWithoutLowCardinalityColumns(columns_without_low_cardinality, result_type, input_rows_count, dry_run);
         }
     }
     else
-        executeWithoutLowCardinalityColumns(columns, arguments, result, input_rows_count, dry_run);
+        return executeWithoutLowCardinalityColumns(arguments, result_type, input_rows_count, dry_run);
 }
 
 void FunctionOverloadResolverAdaptor::checkNumberOfArguments(size_t number_of_arguments) const
@@ -526,9 +477,7 @@ DataTypePtr FunctionOverloadResolverAdaptor::getReturnTypeWithoutLowCardinality(
         }
         if (null_presence.has_nullable)
         {
-            Block nested_columns = createBlockWithNestedColumns(
-                arguments,
-                ext::collection_cast<ColumnNumbers>(ext::range(0, arguments.size())));
+            Block nested_columns = createBlockWithNestedColumns(arguments);
             auto return_type = impl->getReturnType(ColumnsWithTypeAndName(nested_columns.begin(), nested_columns.end()));
             return makeNullable(return_type);
         }
diff --git a/src/Functions/IFunction.h b/src/Functions/IFunction.h
index f3d7a9469d8..f86e4f746d1 100644
--- a/src/Functions/IFunction.h
+++ b/src/Functions/IFunction.h
@@ -46,7 +46,7 @@ public:
     /// Get the main function name.
     virtual String getName() const = 0;
 
-    virtual void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count, bool dry_run) = 0;
+    virtual ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run) = 0;
 
     virtual void createLowCardinalityResultCache(size_t cache_size) = 0;
 };
@@ -67,16 +67,16 @@ public:
     virtual String getName() const = 0;
 
     virtual const DataTypes & getArgumentTypes() const = 0;
-    virtual const DataTypePtr & getReturnType() const = 0;
+    virtual const DataTypePtr & getResultType() const = 0;
 
     /// Do preparations and return executable.
     /// sample_columns should contain data types of arguments and values of constants, if relevant.
-    virtual ExecutableFunctionPtr prepare(const ColumnsWithTypeAndName & sample_columns, const ColumnNumbers & arguments, size_t result) const = 0;
+    virtual ExecutableFunctionPtr prepare(const ColumnsWithTypeAndName & arguments) const = 0;
 
     /// TODO: make const
-    virtual void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count, bool dry_run = false)
+    virtual ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run = false)
     {
-        return prepare(columns, arguments, result)->execute(columns, arguments, result, input_rows_count, dry_run);
+        return prepare(arguments)->execute(arguments, result_type, input_rows_count, dry_run);
     }
 
 #if USE_EMBEDDED_COMPILER
@@ -111,7 +111,7 @@ public:
       * There is no need to implement function if it has zero arguments.
       * Must return ColumnConst with single row or nullptr.
       */
-    virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) const { return nullptr; }
+    virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & /*columns*/) const { return nullptr; }
 
     /** Function is called "injective" if it returns different result for different values of arguments.
       * Example: hex, negate, tuple...
@@ -226,9 +226,9 @@ public:
 using FunctionOverloadResolverPtr = std::shared_ptr<IFunctionOverloadResolver>;
 
 
-/** Return ColumnNullable of src, with null map as OR-ed null maps of args columns in columnss.
+/** Return ColumnNullable of src, with null map as OR-ed null maps of args columns.
   * Or ColumnConst(ColumnNullable) if the result is always NULL or if the result is constant and always not NULL.
   */
-ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count);
+ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count);
 
 }
diff --git a/src/Functions/IFunctionAdaptors.h b/src/Functions/IFunctionAdaptors.h
index 66522077b76..521b7c6ef84 100644
--- a/src/Functions/IFunctionAdaptors.h
+++ b/src/Functions/IFunctionAdaptors.h
@@ -14,7 +14,7 @@ public:
 
     String getName() const final { return impl->getName(); }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count, bool dry_run) final;
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run) final;
 
     void createLowCardinalityResultCache(size_t cache_size) override;
 
@@ -24,14 +24,14 @@ private:
     /// Cache is created by function createLowCardinalityResultCache()
     ExecutableFunctionLowCardinalityResultCachePtr low_cardinality_result_cache;
 
-    bool defaultImplementationForConstantArguments(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count, bool dry_run);
+    ColumnPtr defaultImplementationForConstantArguments(
+            ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run);
 
-    bool defaultImplementationForNulls(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count, bool dry_run);
+    ColumnPtr defaultImplementationForNulls(
+            ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run);
 
-    void executeWithoutLowCardinalityColumns(
-            ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count, bool dry_run);
+    ColumnPtr executeWithoutLowCardinalityColumns(
+            ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count, bool dry_run);
 };
 
 class FunctionBaseAdaptor final : public IFunctionBase
@@ -42,12 +42,11 @@ public:
     String getName() const final { return impl->getName(); }
 
     const DataTypes & getArgumentTypes() const final { return impl->getArgumentTypes(); }
-    const DataTypePtr & getReturnType() const final { return impl->getReturnType(); }
+    const DataTypePtr & getResultType() const final { return impl->getResultType(); }
 
-    ExecutableFunctionPtr prepare(const ColumnsWithTypeAndName & sample_columns, const ColumnNumbers & arguments, size_t result) const final
+    ExecutableFunctionPtr prepare(const ColumnsWithTypeAndName & arguments) const final
     {
-        ColumnsWithTypeAndName columns(const_cast<ColumnsWithTypeAndName &>(sample_columns));
-        return std::make_shared<ExecutableFunctionAdaptor>(impl->prepare(columns, arguments, result));
+        return std::make_shared<ExecutableFunctionAdaptor>(impl->prepare(arguments));
     }
 
 #if USE_EMBEDDED_COMPILER
@@ -64,9 +63,9 @@ public:
     bool isStateful() const final { return impl->isStateful(); }
     bool isSuitableForConstantFolding() const final { return impl->isSuitableForConstantFolding(); }
 
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) const final
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & arguments) const final
     {
-        return impl->getResultIfAlwaysReturnsConstantAndHasArguments(columns, arguments);
+        return impl->getResultIfAlwaysReturnsConstantAndHasArguments(arguments);
     }
 
     bool isInjective(const ColumnsWithTypeAndName & sample_columns) const final { return impl->isInjective(sample_columns); }
@@ -148,13 +147,13 @@ public:
     String getName() const override { return function->getName(); }
 
 protected:
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) final
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) final
     {
-        return function->executeImpl(columns, arguments, result, input_rows_count);
+        return function->executeImpl(arguments, result_type, input_rows_count);
     }
-    void executeDryRun(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) final
+    ColumnPtr executeDryRun(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) final
     {
-        return function->executeImplDryRun(columns, arguments, result, input_rows_count);
+        return function->executeImplDryRun(arguments, result_type, input_rows_count);
     }
     bool useDefaultImplementationForNulls() const final { return function->useDefaultImplementationForNulls(); }
     bool useDefaultImplementationForConstants() const final { return function->useDefaultImplementationForConstants(); }
@@ -169,31 +168,31 @@ private:
 class DefaultFunction final : public IFunctionBaseImpl
 {
 public:
-    DefaultFunction(std::shared_ptr<IFunction> function_, DataTypes arguments_, DataTypePtr return_type_)
-            : function(std::move(function_)), arguments(std::move(arguments_)), return_type(std::move(return_type_)) {}
+    DefaultFunction(std::shared_ptr<IFunction> function_, DataTypes arguments_, DataTypePtr result_type_)
+            : function(std::move(function_)), arguments(std::move(arguments_)), result_type(std::move(result_type_)) {}
 
     String getName() const override { return function->getName(); }
 
     const DataTypes & getArgumentTypes() const override { return arguments; }
-    const DataTypePtr & getReturnType() const override { return return_type; }
+    const DataTypePtr & getResultType() const override { return result_type; }
 
 #if USE_EMBEDDED_COMPILER
 
-    bool isCompilable() const override { return function->isCompilable(arguments); }
+    bool isCompilable() const override { return function->isCompilable(getArgumentTypes()); }
 
-    llvm::Value * compile(llvm::IRBuilderBase & builder, ValuePlaceholders values) const override { return function->compile(builder, arguments, std::move(values)); }
+    llvm::Value * compile(llvm::IRBuilderBase & builder, ValuePlaceholders values) const override { return function->compile(builder, getArgumentTypes(), std::move(values)); }
 
 #endif
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & /*sample_columns*/, const ColumnNumbers & /*arguments*/, size_t /*result*/) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & /*arguments*/) const override
     {
         return std::make_unique<DefaultExecutable>(function);
     }
 
     bool isSuitableForConstantFolding() const override { return function->isSuitableForConstantFolding(); }
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments_) const override
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & arguments_) const override
     {
-        return function->getResultIfAlwaysReturnsConstantAndHasArguments(columns, arguments_);
+        return function->getResultIfAlwaysReturnsConstantAndHasArguments(arguments_);
     }
 
     bool isStateful() const override { return function->isStateful(); }
@@ -214,7 +213,7 @@ public:
 private:
     std::shared_ptr<IFunction> function;
     DataTypes arguments;
-    DataTypePtr return_type;
+    DataTypePtr result_type;
 };
 
 class DefaultOverloadResolver : public IFunctionOverloadResolverImpl
@@ -244,12 +243,12 @@ public:
     bool useDefaultImplementationForLowCardinalityColumns() const override { return function->useDefaultImplementationForLowCardinalityColumns(); }
     bool canBeExecutedOnLowCardinalityDictionary() const override { return function->canBeExecutedOnLowCardinalityDictionary(); }
 
-    FunctionBaseImplPtr build(const ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type) const override
+    FunctionBaseImplPtr build(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type) const override
     {
         DataTypes data_types(arguments.size());
         for (size_t i = 0; i < arguments.size(); ++i)
             data_types[i] = arguments[i].type;
-        return std::make_unique<DefaultFunction>(function, data_types, return_type);
+        return std::make_unique<DefaultFunction>(function, data_types, result_type);
     }
 
     void getLambdaArgumentTypes(DataTypes & arguments) const override { function->getLambdaArgumentTypes(arguments); }
diff --git a/src/Functions/IFunctionImpl.h b/src/Functions/IFunctionImpl.h
index 17498a83105..0c4684143ae 100644
--- a/src/Functions/IFunctionImpl.h
+++ b/src/Functions/IFunctionImpl.h
@@ -35,10 +35,10 @@ public:
 
     virtual String getName() const = 0;
 
-    virtual void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) = 0;
-    virtual void executeDryRun(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count)
+    virtual ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) = 0;
+    virtual ColumnPtr executeDryRun(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count)
     {
-        execute(columns, arguments, result, input_rows_count);
+        return execute(arguments, result_type, input_rows_count);
     }
 
     /** Default implementation in presence of Nullable arguments or NULL constants as arguments is the following:
@@ -87,9 +87,9 @@ public:
     virtual String getName() const = 0;
 
     virtual const DataTypes & getArgumentTypes() const = 0;
-    virtual const DataTypePtr & getReturnType() const = 0;
+    virtual const DataTypePtr & getResultType() const = 0;
 
-    virtual ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & sample_columns, const ColumnNumbers & arguments, size_t result) const = 0;
+    virtual ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName & arguments) const = 0;
 
 #if USE_EMBEDDED_COMPILER
 
@@ -105,7 +105,7 @@ public:
     virtual bool isStateful() const { return false; }
 
     virtual bool isSuitableForConstantFolding() const { return true; }
-    virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) const { return nullptr; }
+    virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & /*arguments*/) const { return nullptr; }
 
     virtual bool isInjective(const ColumnsWithTypeAndName & /*sample_columns*/) const { return false; }
     virtual bool isDeterministic() const { return true; }
@@ -130,7 +130,7 @@ public:
 
     virtual String getName() const = 0;
 
-    virtual FunctionBaseImplPtr build(const ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type) const = 0;
+    virtual FunctionBaseImplPtr build(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type) const = 0;
 
     virtual DataTypePtr getReturnType(const DataTypes & /*arguments*/) const
     {
@@ -197,10 +197,10 @@ public:
 
     virtual String getName() const = 0;
 
-    virtual void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const = 0;
-    virtual void executeImplDryRun(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    virtual ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const = 0;
+    virtual ColumnPtr executeImplDryRun(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
     {
-        executeImpl(columns, arguments, result, input_rows_count);
+        return executeImpl(arguments, result_type, input_rows_count);
     }
 
     /** Default implementation in presence of Nullable arguments or NULL constants as arguments is the following:
@@ -252,7 +252,7 @@ public:
 
     /// Properties from IFunctionBase (see IFunction.h)
     virtual bool isSuitableForConstantFolding() const { return true; }
-    virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) const { return nullptr; }
+    virtual ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & /*arguments*/) const { return nullptr; }
     virtual bool isInjective(const ColumnsWithTypeAndName & /*sample_columns*/) const { return false; }
     virtual bool isDeterministic() const { return true; }
     virtual bool isDeterministicInScopeOfQuery() const { return true; }
diff --git a/src/Functions/LeastGreatestGeneric.h b/src/Functions/LeastGreatestGeneric.h
index c05ccd5afe9..077a22db061 100644
--- a/src/Functions/LeastGreatestGeneric.h
+++ b/src/Functions/LeastGreatestGeneric.h
@@ -46,20 +46,15 @@ private:
         return getLeastSupertype(types);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         size_t num_arguments = arguments.size();
         if (1 == num_arguments)
-        {
-            columns[result].column = columns[arguments[0]].column;
-            return;
-        }
-
-        auto result_type = columns[result].type;
+            return arguments[0].column;
 
         Columns converted_columns(num_arguments);
         for (size_t arg = 0; arg < num_arguments; ++arg)
-            converted_columns[arg] = castColumn(columns[arguments[arg]], result_type)->convertToFullColumnIfConst();
+            converted_columns[arg] = castColumn(arguments[arg], result_type)->convertToFullColumnIfConst();
 
         auto result_column = result_type->createColumn();
         result_column->reserve(input_rows_count);
@@ -86,7 +81,7 @@ private:
             result_column->insertFrom(*converted_columns[best_arg], row_num);
         }
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 };
 
diff --git a/src/Functions/PerformanceAdaptors.h b/src/Functions/PerformanceAdaptors.h
index 98c233629df..e75c35a236f 100644
--- a/src/Functions/PerformanceAdaptors.h
+++ b/src/Functions/PerformanceAdaptors.h
@@ -204,7 +204,7 @@ public:
      * If FunctionInterface is IFunction, then "executeImpl" method of the implementation will be called
      * and "execute" otherwise.
      */
-    void selectAndExecute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr selectAndExecute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
     {
         if (implementations.empty())
             throw Exception("There are no available implementations for function " "TODO(dakovalkov): add name",
@@ -212,14 +212,15 @@ public:
 
         /// Statistics shouldn't rely on small columnss.
         bool considerable = (input_rows_count > 1000);
+        ColumnPtr res;
 
         size_t id = statistics.select(considerable);
         Stopwatch watch;
 
         if constexpr (std::is_same_v<FunctionInterface, IFunction>)
-            implementations[id]->executeImpl(columns, arguments, result, input_rows_count);
+            res = implementations[id]->executeImpl(arguments, result_type, input_rows_count);
         else
-            implementations[id]->execute(columns, arguments, result, input_rows_count);
+            res = implementations[id]->execute(arguments, result_type, input_rows_count);
 
         watch.stop();
 
@@ -228,6 +229,8 @@ public:
             // TODO(dakovalkov): Calculate something more informative than rows count.
             statistics.complete(id, watch.elapsedSeconds(), input_rows_count);
         }
+
+        return res;
     }
 
     /* Register new implementation for function.
diff --git a/src/Functions/URL/URLHierarchy.cpp b/src/Functions/URL/URLHierarchy.cpp
index d0840ca8ae1..df7a9a0ae53 100644
--- a/src/Functions/URL/URLHierarchy.cpp
+++ b/src/Functions/URL/URLHierarchy.cpp
@@ -29,7 +29,7 @@ public:
             ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
-    void init(ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) {}
+    void init(ColumnsWithTypeAndName & /*arguments*/) {}
 
     /// Returns the position of the argument that is the column of rows
     static size_t getStringsArgumentPosition()
diff --git a/src/Functions/URL/URLPathHierarchy.cpp b/src/Functions/URL/URLPathHierarchy.cpp
index 88056b64015..2b75ebdf3df 100644
--- a/src/Functions/URL/URLPathHierarchy.cpp
+++ b/src/Functions/URL/URLPathHierarchy.cpp
@@ -28,7 +28,7 @@ public:
             ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
-    void init(ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) {}
+    void init(ColumnsWithTypeAndName & /*arguments*/) {}
 
     /// Returns the position of the argument that is the column of rows
     static size_t getStringsArgumentPosition()
diff --git a/src/Functions/URL/extractURLParameterNames.cpp b/src/Functions/URL/extractURLParameterNames.cpp
index cdfb9eb9b5e..5136e32fa42 100644
--- a/src/Functions/URL/extractURLParameterNames.cpp
+++ b/src/Functions/URL/extractURLParameterNames.cpp
@@ -34,7 +34,7 @@ public:
         return 0;
     }
 
-    void init(ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) {}
+    void init(ColumnsWithTypeAndName & /*arguments*/) {}
 
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
diff --git a/src/Functions/URL/extractURLParameters.cpp b/src/Functions/URL/extractURLParameters.cpp
index a6eee87929b..63cfa48f564 100644
--- a/src/Functions/URL/extractURLParameters.cpp
+++ b/src/Functions/URL/extractURLParameters.cpp
@@ -28,7 +28,7 @@ public:
             ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
-    void init(ColumnsWithTypeAndName & /*columns*/, const ColumnNumbers & /*arguments*/) {}
+    void init(ColumnsWithTypeAndName & /*arguments*/) {}
 
     /// Returns the position of the argument that is the column of rows
     static size_t getStringsArgumentPosition()
diff --git a/src/Functions/URL/port.cpp b/src/Functions/URL/port.cpp
index fb38b74be16..b54420d6861 100644
--- a/src/Functions/URL/port.cpp
+++ b/src/Functions/URL/port.cpp
@@ -48,18 +48,18 @@ struct FunctionPort : public IFunction
     }
 
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
         UInt16 default_port = 0;
         if (arguments.size() == 2)
         {
-            const auto * port_column = checkAndGetColumn<ColumnConst>(columns[arguments[1]].column.get());
+            const auto * port_column = checkAndGetColumn<ColumnConst>(arguments[1].column.get());
             if (!port_column)
                 throw Exception("Second argument for function " + getName() + " must be constant UInt16", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
             default_port = port_column->getValue<UInt16>();
         }
 
-        const ColumnPtr url_column = columns[arguments[0]].column;
+        const ColumnPtr url_column = arguments[0].column;
         if (const ColumnString * url_strs = checkAndGetColumn<ColumnString>(url_column.get()))
         {
             auto col_res = ColumnVector<UInt16>::create();
@@ -67,11 +67,11 @@ struct FunctionPort : public IFunction
             vec_res.resize(url_column->size());
 
             vector(default_port, url_strs->getChars(), url_strs->getOffsets(), vec_res);
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 }
 
diff --git a/src/Functions/abtesting.cpp b/src/Functions/abtesting.cpp
index 28bc5e4a92e..c57119d1c34 100644
--- a/src/Functions/abtesting.cpp
+++ b/src/Functions/abtesting.cpp
@@ -216,20 +216,17 @@ public:
         return true;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         if (input_rows_count == 0)
-        {
-            columns[result].column = ColumnString::create();
-            return;
-        }
+            return ColumnString::create();
 
         PODArray<Float64> xs, ys;
         PODArray<String> variant_names;
         String dist;
         bool higher_is_better;
 
-        if (const ColumnConst * col_dist = checkAndGetColumnConst<ColumnString>(columns[arguments[0]].column.get()))
+        if (const ColumnConst * col_dist = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
         {
             dist = col_dist->getDataAt(0).data;
             dist = Poco::toLower(dist);
@@ -239,16 +236,13 @@ public:
         else
             throw Exception("First argument for function " + getName() + " must be Constant string", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        if (const ColumnConst * col_higher_is_better = checkAndGetColumnConst<ColumnUInt8>(columns[arguments[1]].column.get()))
+        if (const ColumnConst * col_higher_is_better = checkAndGetColumnConst<ColumnUInt8>(arguments[1].column.get()))
             higher_is_better = col_higher_is_better->getBool(0);
         else
             throw Exception("Second argument for function " + getName() + " must be Constatnt boolean", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(columns[arguments[2]].column.get()))
+        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arguments[2].column.get()))
         {
-            if (!col_const_arr)
-                throw Exception("Third argument for function " + getName() + " must be Array of constant strings", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-
             Array src_arr = col_const_arr->getValue<Array>();
 
             for (size_t i = 0; i < src_arr.size(); ++i)
@@ -258,22 +252,24 @@ public:
                 variant_names.push_back(src_arr[i].get<const String &>());
             }
         }
+        else
+            throw Exception("Third argument for function " + getName() + " must be Array of constant strings", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(columns[arguments[3]].column.get()))
+        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arguments[3].column.get()))
         {
-            if (!col_const_arr)
-                throw Exception("Forth argument for function " + getName() + " must be Array of constant numbers", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
             if (!toFloat64(col_const_arr, xs))
                 throw Exception("Forth and fifth Argument for function " + getName() + " must be Array of constant Numbers", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
         }
+        else
+            throw Exception("Forth argument for function " + getName() + " must be Array of constant numbers", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(columns[arguments[4]].column.get()))
+        if (const ColumnConst * col_const_arr = checkAndGetColumnConst<ColumnArray>(arguments[4].column.get()))
         {
-            if (!col_const_arr)
-                throw Exception("Fifth argument for function " + getName() + " must be Array of constant numbers", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
             if (!toFloat64(col_const_arr, ys))
                 throw Exception("Fifth Argument for function " + getName() + " must be Array of constant Numbers", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
         }
+        else
+            throw Exception("Fifth argument for function " + getName() + " must be Array of constant numbers", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
         if (variant_names.size() != xs.size() || xs.size() != ys.size())
             throw Exception(ErrorCodes::BAD_ARGUMENTS, "Sizes of arguments doesn't match: variant_names: {}, xs: {}, ys: {}", variant_names.size(), xs.size(), ys.size());
@@ -294,7 +290,7 @@ public:
         auto dst = ColumnString::create();
         std::string result_str = convertToJson(variant_names, variants);
         dst->insertData(result_str.c_str(), result_str.length());
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/addressToLine.cpp b/src/Functions/addressToLine.cpp
index ac6a47988f3..4cf5884b094 100644
--- a/src/Functions/addressToLine.cpp
+++ b/src/Functions/addressToLine.cpp
@@ -72,9 +72,9 @@ public:
         return true;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
         const ColumnUInt64 * column_concrete = checkAndGetColumn<ColumnUInt64>(column.get());
 
         if (!column_concrete)
@@ -89,7 +89,7 @@ public:
             result_column->insertData(res_str.data, res_str.size);
         }
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 
 private:
diff --git a/src/Functions/addressToSymbol.cpp b/src/Functions/addressToSymbol.cpp
index 9f22b04fde1..a9ffb7263b7 100644
--- a/src/Functions/addressToSymbol.cpp
+++ b/src/Functions/addressToSymbol.cpp
@@ -64,11 +64,11 @@ public:
         return true;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         const SymbolIndex & symbol_index = SymbolIndex::instance();
 
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
         const ColumnUInt64 * column_concrete = checkAndGetColumn<ColumnUInt64>(column.get());
 
         if (!column_concrete)
@@ -85,7 +85,7 @@ public:
                 result_column->insertDefault();
         }
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 };
 
diff --git a/src/Functions/aes_decrypt_mysql.cpp b/src/Functions/aes_decrypt_mysql.cpp
new file mode 100644
index 00000000000..d5d7a6660e4
--- /dev/null
+++ b/src/Functions/aes_decrypt_mysql.cpp
@@ -0,0 +1,31 @@
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
+#if USE_SSL
+
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionsAES.h>
+
+namespace
+{
+
+struct DecryptMySQLModeImpl
+{
+    static constexpr auto name = "aes_decrypt_mysql";
+    static constexpr auto compatibility_mode = OpenSSLDetails::CompatibilityMode::MySQL;
+};
+
+}
+
+namespace DB
+{
+
+void registerFunctionAESDecryptMysql(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionDecrypt<DecryptMySQLModeImpl>>();
+}
+
+}
+
+#endif
diff --git a/src/Functions/aes_encrypt_mysql.cpp b/src/Functions/aes_encrypt_mysql.cpp
new file mode 100644
index 00000000000..bdf7d8d2cce
--- /dev/null
+++ b/src/Functions/aes_encrypt_mysql.cpp
@@ -0,0 +1,31 @@
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
+#if USE_SSL
+
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionsAES.h>
+
+namespace
+{
+
+struct EncryptMySQLModeImpl
+{
+    static constexpr auto name = "aes_encrypt_mysql";
+    static constexpr auto compatibility_mode = OpenSSLDetails::CompatibilityMode::MySQL;
+};
+
+}
+
+namespace DB
+{
+
+void registerFunctionAESEncryptMysql(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionEncrypt<EncryptMySQLModeImpl>>();
+}
+
+}
+
+#endif
diff --git a/src/Functions/appendTrailingCharIfAbsent.cpp b/src/Functions/appendTrailingCharIfAbsent.cpp
index 6d9c99d7969..13502a4ed30 100644
--- a/src/Functions/appendTrailingCharIfAbsent.cpp
+++ b/src/Functions/appendTrailingCharIfAbsent.cpp
@@ -55,10 +55,10 @@ private:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const auto & column = columns[arguments[0]].column;
-        const auto & column_char = columns[arguments[1]].column;
+        const auto & column = arguments[0].column;
+        const auto & column_char = arguments[1].column;
 
         if (!checkColumnConst<ColumnString>(column_char.get()))
             throw Exception{"Second argument of function " + getName() + " must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
@@ -103,10 +103,10 @@ private:
             }
 
             dst_data.resize_assume_reserved(dst_offset);
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception{"Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+            throw Exception{"Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN};
     }
 };
diff --git a/src/Functions/array/FunctionArrayMapped.h b/src/Functions/array/FunctionArrayMapped.h
index 2c4913c7399..d2d7d9e8159 100644
--- a/src/Functions/array/FunctionArrayMapped.h
+++ b/src/Functions/array/FunctionArrayMapped.h
@@ -57,7 +57,7 @@ public:
     /// For argument-lambda expressions, it defines the types of arguments of these expressions.
     void getLambdaArgumentTypes(DataTypes & arguments) const override
     {
-        if (arguments.size() < 1)
+        if (arguments.empty())
             throw Exception("Function " + getName() + " needs at least one argument; passed "
                             + toString(arguments.size()) + ".",
                             ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
@@ -96,7 +96,7 @@ public:
 
         if (arguments.size() == 1)
         {
-            const auto array_type = checkAndGetDataType<DataTypeArray>(arguments[0].type.get());
+            const auto * array_type = checkAndGetDataType<DataTypeArray>(arguments[0].type.get());
 
             if (!array_type)
                 throw Exception("The only argument for function " + getName() + " must be array. Found "
@@ -116,7 +116,7 @@ public:
                 throw Exception("Function " + getName() + " needs one array argument.",
                     ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-            const auto data_type_function = checkAndGetDataType<DataTypeFunction>(arguments[0].type.get());
+            const auto * data_type_function = checkAndGetDataType<DataTypeFunction>(arguments[0].type.get());
 
             if (!data_type_function)
                 throw Exception("First argument for function " + getName() + " must be a function.",
@@ -129,17 +129,17 @@ public:
                 throw Exception("Expression for function " + getName() + " must return UInt8, found "
                                 + return_type->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-            const auto first_array_type = checkAndGetDataType<DataTypeArray>(arguments[1].type.get());
+            const auto * first_array_type = checkAndGetDataType<DataTypeArray>(arguments[1].type.get());
 
             return Impl::getReturnType(return_type, first_array_type->getNestedType());
         }
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         if (arguments.size() == 1)
         {
-            ColumnPtr column_array_ptr = columns[arguments[0]].column;
+            ColumnPtr column_array_ptr = arguments[0].column;
             const auto * column_array = checkAndGetColumn<ColumnArray>(column_array_ptr.get());
 
             if (!column_array)
@@ -151,11 +151,11 @@ public:
                 column_array = assert_cast<const ColumnArray *>(column_array_ptr.get());
             }
 
-            columns[result].column = Impl::execute(*column_array, column_array->getDataPtr());
+            return Impl::execute(*column_array, column_array->getDataPtr());
         }
         else
         {
-            const auto & column_with_type_and_name = columns[arguments[0]];
+            const auto & column_with_type_and_name = arguments[0];
 
             if (!column_with_type_and_name.column)
                 throw Exception("First argument for function " + getName() + " must be a function.",
@@ -177,7 +177,7 @@ public:
 
             for (size_t i = 1; i < arguments.size(); ++i)
             {
-                const auto & array_with_type_and_name = columns[arguments[i]];
+                const auto & array_with_type_and_name = arguments[i];
 
                 ColumnPtr column_array_ptr = array_with_type_and_name.column;
                 const auto * column_array = checkAndGetColumn<ColumnArray>(column_array_ptr.get());
@@ -229,7 +229,7 @@ public:
             if (lambda_result->lowCardinality())
                 lambda_result = lambda_result->convertToFullColumnIfLowCardinality();
 
-            columns[result].column = Impl::execute(*column_first_array, lambda_result);
+            return Impl::execute(*column_first_array, lambda_result);
         }
     }
 };
diff --git a/src/Functions/array/array.cpp b/src/Functions/array/array.cpp
index 9f7d00fabc1..f4c728299d0 100644
--- a/src/Functions/array/array.cpp
+++ b/src/Functions/array/array.cpp
@@ -30,19 +30,15 @@ public:
         return std::make_shared<DataTypeArray>(getLeastSupertype(arguments));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         size_t num_elements = arguments.size();
 
         if (num_elements == 0)
-        {
             /// We should return constant empty array.
-            columns[result].column = columns[result].type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
-        const DataTypePtr & return_type = columns[result].type;
-        const DataTypePtr & elem_type = static_cast<const DataTypeArray &>(*return_type).getNestedType();
+        const DataTypePtr & elem_type = static_cast<const DataTypeArray &>(*result_type).getNestedType();
 
         /** If part of columns have not same type as common type of all elements of array,
             *  then convert them to common type.
@@ -55,7 +51,7 @@ public:
 
         for (size_t i = 0; i < num_elements; ++i)
         {
-            const auto & arg = columns[arguments[i]];
+            const auto & arg = arguments[i];
 
             ColumnPtr preprocessed_column = arg.column;
 
@@ -87,7 +83,7 @@ public:
             out_offsets[i] = current_offset;
         }
 
-        columns[result].column = std::move(out);
+        return out;
     }
 
 private:
diff --git a/src/Functions/array/arrayConcat.cpp b/src/Functions/array/arrayConcat.cpp
index 70f588224df..51260e4242f 100644
--- a/src/Functions/array/arrayConcat.cpp
+++ b/src/Functions/array/arrayConcat.cpp
@@ -49,15 +49,10 @@ public:
         return getLeastSupertype(arguments);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const DataTypePtr & return_type = columns[result].type;
-
-        if (return_type->onlyNull())
-        {
-            columns[result].column = return_type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+        if (result_type->onlyNull())
+            return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
         size_t rows = input_rows_count;
         size_t num_args = arguments.size();
@@ -66,11 +61,11 @@ public:
 
         for (size_t i = 0; i < num_args; ++i)
         {
-            const ColumnWithTypeAndName & arg = columns[arguments[i]];
+            const ColumnWithTypeAndName & arg = arguments[i];
             ColumnPtr preprocessed_column = arg.column;
 
-            if (!arg.type->equals(*return_type))
-                preprocessed_column = castColumn(arg, return_type);
+            if (!arg.type->equals(*result_type))
+                preprocessed_column = castColumn(arg, result_type);
 
             preprocessed_columns[i] = std::move(preprocessed_column);
         }
@@ -95,7 +90,7 @@ public:
 
         auto sink = GatherUtils::concat(sources);
 
-        columns[result].column = std::move(sink);
+        return sink;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/arrayDistinct.cpp b/src/Functions/array/arrayDistinct.cpp
index effe2034cb9..174b60647d8 100644
--- a/src/Functions/array/arrayDistinct.cpp
+++ b/src/Functions/array/arrayDistinct.cpp
@@ -55,7 +55,7 @@ public:
         return std::make_shared<DataTypeArray>(nested_type);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
     /// Initially allocate a piece of memory for 512 elements. NOTE: This is just a guess.
@@ -85,12 +85,12 @@ private:
 };
 
 
-void FunctionArrayDistinct::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+ColumnPtr FunctionArrayDistinct::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const
 {
-    ColumnPtr array_ptr = columns[arguments[0]].column;
+    ColumnPtr array_ptr = arguments[0].column;
     const ColumnArray * array = checkAndGetColumn<ColumnArray>(array_ptr.get());
 
-    const auto & return_type = columns[result].type;
+    const auto & return_type = result_type;
 
     auto res_ptr = return_type->createColumn();
     ColumnArray & res = assert_cast<ColumnArray &>(*res_ptr);
@@ -127,7 +127,7 @@ void FunctionArrayDistinct::executeImpl(ColumnsWithTypeAndName & columns, const
         || executeString(*inner_col, offsets, res_data, res_offsets, nullable_col)))
         executeHashed(*inner_col, offsets, res_data, res_offsets, nullable_col);
 
-    columns[result].column = std::move(res_ptr);
+    return res_ptr;
 }
 
 template <typename T>
diff --git a/src/Functions/array/arrayElement.cpp b/src/Functions/array/arrayElement.cpp
index 0881a44b01a..28df945a267 100644
--- a/src/Functions/array/arrayElement.cpp
+++ b/src/Functions/array/arrayElement.cpp
@@ -46,46 +46,40 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
-    void perform(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result,
-                 ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const;
+    ColumnPtr perform(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
+                      ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const;
 
     template <typename DataType>
-    static bool executeNumberConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const Field & index,
-                                   ArrayImpl::NullMapBuilder & builder);
+    static ColumnPtr executeNumberConst(ColumnsWithTypeAndName & arguments, const Field & index, ArrayImpl::NullMapBuilder & builder);
 
     template <typename IndexType, typename DataType>
-    static bool executeNumber(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const PaddedPODArray<IndexType> & indices,
-                              ArrayImpl::NullMapBuilder & builder);
+    static ColumnPtr executeNumber(ColumnsWithTypeAndName & arguments, const PaddedPODArray<IndexType> & indices, ArrayImpl::NullMapBuilder & builder);
 
-    static bool executeStringConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const Field & index,
-                                   ArrayImpl::NullMapBuilder & builder);
+    static ColumnPtr executeStringConst(ColumnsWithTypeAndName & arguments, const Field & index, ArrayImpl::NullMapBuilder & builder);
 
     template <typename IndexType>
-    static bool executeString(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const PaddedPODArray<IndexType> & indices,
-                              ArrayImpl::NullMapBuilder & builder);
+    static ColumnPtr executeString(ColumnsWithTypeAndName & arguments, const PaddedPODArray<IndexType> & indices, ArrayImpl::NullMapBuilder & builder);
 
-    static bool executeGenericConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const Field & index,
-                                    ArrayImpl::NullMapBuilder & builder);
+    static ColumnPtr executeGenericConst(ColumnsWithTypeAndName & arguments, const Field & index, ArrayImpl::NullMapBuilder & builder);
 
     template <typename IndexType>
-    static bool executeGeneric(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const PaddedPODArray<IndexType> & indices,
-                               ArrayImpl::NullMapBuilder & builder);
+    static ColumnPtr executeGeneric(ColumnsWithTypeAndName & arguments, const PaddedPODArray<IndexType> & indices, ArrayImpl::NullMapBuilder & builder);
 
     template <typename IndexType>
-    static bool executeConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result,
-                             const PaddedPODArray <IndexType> & indices, ArrayImpl::NullMapBuilder & builder,
-                             size_t input_rows_count);
+    static ColumnPtr executeConst(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
+                                  const PaddedPODArray <IndexType> & indices, ArrayImpl::NullMapBuilder & builder,
+                                  size_t input_rows_count);
 
     template <typename IndexType>
-    bool executeArgument(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result,
-                         ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const;
+    ColumnPtr executeArgument(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
+                              ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const;
 
     /** For a tuple array, the function is evaluated component-wise for each element of the tuple.
       */
-    bool executeTuple(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const;
+    ColumnPtr executeTuple(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const;
 };
 
 
@@ -426,18 +420,18 @@ FunctionPtr FunctionArrayElement::create(const Context &)
 
 
 template <typename DataType>
-bool FunctionArrayElement::executeNumberConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const Field & index,
-                                              ArrayImpl::NullMapBuilder & builder)
+ColumnPtr FunctionArrayElement::executeNumberConst(
+    ColumnsWithTypeAndName & arguments, const Field & index, ArrayImpl::NullMapBuilder & builder)
 {
-    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const ColumnVector<DataType> * col_nested = checkAndGetColumn<ColumnVector<DataType>>(&col_array->getData());
 
     if (!col_nested)
-        return false;
+        return nullptr;
 
     auto col_res = ColumnVector<DataType>::create();
 
@@ -450,45 +444,42 @@ bool FunctionArrayElement::executeNumberConst(ColumnsWithTypeAndName & columns,
     else
         throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR);
 
-    columns[result].column = std::move(col_res);
-    return true;
+    return col_res;
 }
 
 template <typename IndexType, typename DataType>
-bool FunctionArrayElement::executeNumber(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const PaddedPODArray<IndexType> & indices,
-                                         ArrayImpl::NullMapBuilder & builder)
+ColumnPtr FunctionArrayElement::executeNumber(
+    ColumnsWithTypeAndName & arguments, const PaddedPODArray<IndexType> & indices, ArrayImpl::NullMapBuilder & builder)
 {
-    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const ColumnVector<DataType> * col_nested = checkAndGetColumn<ColumnVector<DataType>>(&col_array->getData());
 
     if (!col_nested)
-        return false;
+        return nullptr;
 
     auto col_res = ColumnVector<DataType>::create();
 
     ArrayElementNumImpl<DataType>::template vector<IndexType>(
         col_nested->getData(), col_array->getOffsets(), indices, col_res->getData(), builder);
 
-    columns[result].column = std::move(col_res);
-    return true;
+    return col_res;
 }
 
-bool FunctionArrayElement::executeStringConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const Field & index,
-                                              ArrayImpl::NullMapBuilder & builder)
+ColumnPtr FunctionArrayElement::executeStringConst(ColumnsWithTypeAndName & arguments, const Field & index, ArrayImpl::NullMapBuilder & builder)
 {
-    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const ColumnString * col_nested = checkAndGetColumn<ColumnString>(&col_array->getData());
 
     if (!col_nested)
-        return false;
+        return nullptr;
 
     auto col_res = ColumnString::create();
 
@@ -513,23 +504,21 @@ bool FunctionArrayElement::executeStringConst(ColumnsWithTypeAndName & columns,
     else
         throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR);
 
-    columns[result].column = std::move(col_res);
-    return true;
+    return col_res;
 }
 
 template <typename IndexType>
-bool FunctionArrayElement::executeString(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const PaddedPODArray<IndexType> & indices,
-                                         ArrayImpl::NullMapBuilder & builder)
+ColumnPtr FunctionArrayElement::executeString(ColumnsWithTypeAndName & arguments, const PaddedPODArray<IndexType> & indices, ArrayImpl::NullMapBuilder & builder)
 {
-    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const ColumnString * col_nested = checkAndGetColumn<ColumnString>(&col_array->getData());
 
     if (!col_nested)
-        return false;
+        return nullptr;
 
     auto col_res = ColumnString::create();
 
@@ -542,17 +531,15 @@ bool FunctionArrayElement::executeString(ColumnsWithTypeAndName & columns, const
         col_res->getOffsets(),
         builder);
 
-    columns[result].column = std::move(col_res);
-    return true;
+    return col_res;
 }
 
-bool FunctionArrayElement::executeGenericConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const Field & index,
-                                               ArrayImpl::NullMapBuilder & builder)
+ColumnPtr FunctionArrayElement::executeGenericConst(ColumnsWithTypeAndName & arguments, const Field & index, ArrayImpl::NullMapBuilder & builder)
 {
-    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const auto & col_nested = col_array->getData();
     auto col_res = col_nested.cloneEmpty();
@@ -566,18 +553,16 @@ bool FunctionArrayElement::executeGenericConst(ColumnsWithTypeAndName & columns,
     else
         throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR);
 
-    columns[result].column = std::move(col_res);
-    return true;
+    return col_res;
 }
 
 template <typename IndexType>
-bool FunctionArrayElement::executeGeneric(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, const PaddedPODArray<IndexType> & indices,
-                                          ArrayImpl::NullMapBuilder & builder)
+ColumnPtr FunctionArrayElement::executeGeneric(ColumnsWithTypeAndName & arguments, const PaddedPODArray<IndexType> & indices, ArrayImpl::NullMapBuilder & builder)
 {
-    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const auto & col_nested = col_array->getData();
     auto col_res = col_nested.cloneEmpty();
@@ -585,21 +570,20 @@ bool FunctionArrayElement::executeGeneric(ColumnsWithTypeAndName & columns, cons
     ArrayElementGenericImpl::vector<IndexType>(
         col_nested, col_array->getOffsets(), indices, *col_res, builder);
 
-    columns[result].column = std::move(col_res);
-    return true;
+    return col_res;
 }
 
 template <typename IndexType>
-bool FunctionArrayElement::executeConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result,
+ColumnPtr FunctionArrayElement::executeConst(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
                                         const PaddedPODArray <IndexType> & indices, ArrayImpl::NullMapBuilder & builder,
                                         size_t input_rows_count)
 {
-    const ColumnArray * col_array = checkAndGetColumnConstData<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = checkAndGetColumnConstData<ColumnArray>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
-    auto res = columns[result].type->createColumn();
+    auto res = result_type->createColumn();
 
     size_t rows = input_rows_count;
     const IColumn & array_elements = col_array->getData();
@@ -630,60 +614,60 @@ bool FunctionArrayElement::executeConst(ColumnsWithTypeAndName & columns, const
         }
     }
 
-    columns[result].column = std::move(res);
-    return true;
+    return res;
 }
 
 template <typename IndexType>
-bool FunctionArrayElement::executeArgument(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result,
-                                           ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const
+ColumnPtr FunctionArrayElement::executeArgument(
+    ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const
 {
-    auto index = checkAndGetColumn<ColumnVector<IndexType>>(columns[arguments[1]].column.get());
+    auto index = checkAndGetColumn<ColumnVector<IndexType>>(arguments[1].column.get());
 
     if (!index)
-        return false;
+        return nullptr;
 
     const auto & index_data = index->getData();
 
     if (builder)
         builder.initSink(index_data.size());
 
-    if (!(executeNumber<IndexType, UInt8>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, UInt16>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, UInt32>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, UInt64>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, Int8>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, Int16>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, Int32>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, Int64>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, Float32>(columns, arguments, result, index_data, builder)
-        || executeNumber<IndexType, Float64>(columns, arguments, result, index_data, builder)
-        || executeConst<IndexType>(columns, arguments, result, index_data, builder, input_rows_count)
-        || executeString<IndexType>(columns, arguments, result, index_data, builder)
-        || executeGeneric<IndexType>(columns, arguments, result, index_data, builder)))
-    throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+    ColumnPtr res;
+    if (!((res = executeNumber<IndexType, UInt8>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, UInt16>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, UInt32>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, UInt64>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, Int8>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, Int16>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, Int32>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, Int64>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, Float32>(arguments, index_data, builder))
+        || (res = executeNumber<IndexType, Float64>(arguments, index_data, builder))
+        || (res = executeConst<IndexType>(arguments, result_type, index_data, builder, input_rows_count))
+        || (res = executeString<IndexType>(arguments, index_data, builder))
+        || (res = executeGeneric<IndexType>(arguments, index_data, builder))))
+    throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
 
-    return true;
+    return res;
 }
 
-bool FunctionArrayElement::executeTuple(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionArrayElement::executeTuple(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
 {
-    const ColumnArray * col_array = typeid_cast<const ColumnArray *>(columns[arguments[0]].column.get());
+    const ColumnArray * col_array = typeid_cast<const ColumnArray *>(arguments[0].column.get());
 
     if (!col_array)
-        return false;
+        return nullptr;
 
     const ColumnTuple * col_nested = typeid_cast<const ColumnTuple *>(&col_array->getData());
 
     if (!col_nested)
-        return false;
+        return nullptr;
 
     const auto & tuple_columns = col_nested->getColumns();
     size_t tuple_size = tuple_columns.size();
 
     const DataTypes & tuple_types = typeid_cast<const DataTypeTuple &>(
-        *typeid_cast<const DataTypeArray &>(*columns[arguments[0]].type).getNestedType()).getElements();
+        *typeid_cast<const DataTypeArray &>(*arguments[0].type).getNestedType()).getElements();
 
     /** We will calculate the function for the tuple of the internals of the array.
       * To do this, create a temporary columns.
@@ -695,32 +679,25 @@ bool FunctionArrayElement::executeTuple(ColumnsWithTypeAndName & columns, const
       * - result of taking elements by index for an array of second elements of tuples;
       * ...
       */
-    ColumnsWithTypeAndName temporary_results;
-    temporary_results.emplace_back(columns[arguments[1]]);
+    ColumnsWithTypeAndName temporary_results(2);
+    temporary_results[1] = arguments[1];
 
     /// results of taking elements by index for arrays from each element of the tuples;
-    Columns result_tuple_columns;
+    Columns result_tuple_columns(tuple_size);
 
     for (size_t i = 0; i < tuple_size; ++i)
     {
         ColumnWithTypeAndName array_of_tuple_section;
         array_of_tuple_section.column = ColumnArray::create(tuple_columns[i], col_array->getOffsetsPtr());
         array_of_tuple_section.type = std::make_shared<DataTypeArray>(tuple_types[i]);
-        temporary_results.emplace_back(array_of_tuple_section);
+        temporary_results[0] = array_of_tuple_section;
 
-        ColumnWithTypeAndName array_elements_of_tuple_section;
-        array_elements_of_tuple_section.type = getReturnTypeImpl(
-            {temporary_results[i * 2 + 1].type, temporary_results[0].type});
-        temporary_results.emplace_back(array_elements_of_tuple_section);
-
-        executeImpl(temporary_results, ColumnNumbers{i * 2 + 1, 0}, i * 2 + 2, input_rows_count);
-
-        result_tuple_columns.emplace_back(std::move(temporary_results[i * 2 + 2].column));
+        auto type = getReturnTypeImpl({temporary_results[0].type, temporary_results[1].type});
+        auto col = executeImpl(temporary_results, type, input_rows_count);
+        result_tuple_columns[i] = std::move(col);
     }
 
-    columns[result].column = ColumnTuple::create(result_tuple_columns);
-
-    return true;
+    return ColumnTuple::create(result_tuple_columns);
 }
 
 String FunctionArrayElement::getName() const
@@ -748,7 +725,7 @@ DataTypePtr FunctionArrayElement::getReturnTypeImpl(const DataTypes & arguments)
     return array_type->getNestedType();
 }
 
-void FunctionArrayElement::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionArrayElement::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
     /// Check nullability.
     bool is_array_of_nullable = false;
@@ -756,23 +733,23 @@ void FunctionArrayElement::executeImpl(ColumnsWithTypeAndName & columns, const C
     const ColumnArray * col_array = nullptr;
     const ColumnArray * col_const_array = nullptr;
 
-    col_array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
     if (col_array)
         is_array_of_nullable = isColumnNullable(col_array->getData());
     else
     {
-        col_const_array = checkAndGetColumnConstData<ColumnArray>(columns[arguments[0]].column.get());
+        col_const_array = checkAndGetColumnConstData<ColumnArray>(arguments[0].column.get());
         if (col_const_array)
             is_array_of_nullable = isColumnNullable(col_const_array->getData());
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
             + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
     }
 
     if (!is_array_of_nullable)
     {
         ArrayImpl::NullMapBuilder builder;
-        perform(columns, arguments, result, builder, input_rows_count);
+        return perform(arguments, result_type, builder, input_rows_count);
     }
     else
     {
@@ -781,9 +758,9 @@ void FunctionArrayElement::executeImpl(ColumnsWithTypeAndName & columns, const C
         ColumnsWithTypeAndName source_columns;
 
         const DataTypePtr & input_type = typeid_cast<const DataTypeNullable &>(
-            *typeid_cast<const DataTypeArray &>(*columns[arguments[0]].type).getNestedType()).getNestedType();
+            *typeid_cast<const DataTypeArray &>(*arguments[0].type).getNestedType()).getNestedType();
 
-        DataTypePtr tmp_ret_type = removeNullable(columns[result].type);
+        DataTypePtr tmp_ret_type = removeNullable(result_type);
 
         if (col_array)
         {
@@ -798,12 +775,7 @@ void FunctionArrayElement::executeImpl(ColumnsWithTypeAndName & columns, const C
                     std::make_shared<DataTypeArray>(input_type),
                     ""
                 },
-                columns[arguments[1]],
-                {
-                    nullptr,
-                    tmp_ret_type,
-                    ""
-                }
+                arguments[1],
             };
 
             builder.initSource(nullable_col.getNullMapData().data());
@@ -821,48 +793,41 @@ void FunctionArrayElement::executeImpl(ColumnsWithTypeAndName & columns, const C
                     std::make_shared<DataTypeArray>(input_type),
                     ""
                 },
-                columns[arguments[1]],
-                {
-                    nullptr,
-                    tmp_ret_type,
-                    ""
-                }
+                arguments[1],
             };
 
             builder.initSource(nullable_col.getNullMapData().data());
         }
 
-        perform(source_columns, {0, 1}, 2, builder, input_rows_count);
+        auto res = perform(source_columns, tmp_ret_type, builder, input_rows_count);
 
         /// Store the result.
-        const ColumnWithTypeAndName & source_col = source_columns[2];
-        ColumnWithTypeAndName & dest_col = columns[result];
-        dest_col.column = ColumnNullable::create(source_col.column, builder ? std::move(builder).getNullMapColumnPtr() : ColumnUInt8::create());
+        return ColumnNullable::create(res, builder ? std::move(builder).getNullMapColumnPtr() : ColumnUInt8::create());
     }
 }
 
-void FunctionArrayElement::perform(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result,
+ColumnPtr FunctionArrayElement::perform(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type,
                                    ArrayImpl::NullMapBuilder & builder, size_t input_rows_count) const
 {
-    if (executeTuple(columns, arguments, result, input_rows_count))
+    ColumnPtr res;
+    if ((res = executeTuple(arguments, input_rows_count)))
+        return res;
+    else if (!isColumnConst(*arguments[1].column))
     {
-    }
-    else if (!isColumnConst(*columns[arguments[1]].column))
-    {
-        if (!(executeArgument<UInt8>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<UInt16>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<UInt32>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<UInt64>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<Int8>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<Int16>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<Int32>(columns, arguments, result, builder, input_rows_count)
-            || executeArgument<Int64>(columns, arguments, result, builder, input_rows_count)))
+        if (!((res = executeArgument<UInt8>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<UInt16>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<UInt32>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<UInt64>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<Int8>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<Int16>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<Int32>(arguments, result_type, builder, input_rows_count))
+            || (res = executeArgument<Int64>(arguments, result_type, builder, input_rows_count))))
         throw Exception("Second argument for function " + getName() + " must must have UInt or Int type.",
                         ErrorCodes::ILLEGAL_COLUMN);
     }
     else
     {
-        Field index = (*columns[arguments[1]].column)[0];
+        Field index = (*arguments[1].column)[0];
 
         if (builder)
             builder.initSink(input_rows_count);
@@ -870,22 +835,24 @@ void FunctionArrayElement::perform(ColumnsWithTypeAndName & columns, const Colum
         if (index == 0u)
             throw Exception("Array indices are 1-based", ErrorCodes::ZERO_ARRAY_OR_TUPLE_INDEX);
 
-        if (!(executeNumberConst<UInt8>(columns, arguments, result, index, builder)
-            || executeNumberConst<UInt16>(columns, arguments, result, index, builder)
-            || executeNumberConst<UInt32>(columns, arguments, result, index, builder)
-            || executeNumberConst<UInt64>(columns, arguments, result, index, builder)
-            || executeNumberConst<Int8>(columns, arguments, result, index, builder)
-            || executeNumberConst<Int16>(columns, arguments, result, index, builder)
-            || executeNumberConst<Int32>(columns, arguments, result, index, builder)
-            || executeNumberConst<Int64>(columns, arguments, result, index, builder)
-            || executeNumberConst<Float32>(columns, arguments, result, index, builder)
-            || executeNumberConst<Float64>(columns, arguments, result, index, builder)
-            || executeStringConst (columns, arguments, result, index, builder)
-            || executeGenericConst (columns, arguments, result, index, builder)))
-        throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        if (!((res = executeNumberConst<UInt8>(arguments, index, builder))
+            || (res = executeNumberConst<UInt16>(arguments, index, builder))
+            || (res = executeNumberConst<UInt32>(arguments, index, builder))
+            || (res = executeNumberConst<UInt64>(arguments, index, builder))
+            || (res = executeNumberConst<Int8>(arguments, index, builder))
+            || (res = executeNumberConst<Int16>(arguments, index, builder))
+            || (res = executeNumberConst<Int32>(arguments, index, builder))
+            || (res = executeNumberConst<Int64>(arguments, index, builder))
+            || (res = executeNumberConst<Float32>(arguments, index, builder))
+            || (res = executeNumberConst<Float64>(arguments, index, builder))
+            || (res = executeStringConst (arguments, index, builder))
+            || (res = executeGenericConst (arguments, index, builder))))
+        throw Exception("Illegal column " + arguments[0].column->getName()
             + " of first argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
     }
+
+    return res;
 }
 
 
diff --git a/src/Functions/array/arrayEnumerate.cpp b/src/Functions/array/arrayEnumerate.cpp
index c88cc91dc8c..7e05158eff5 100644
--- a/src/Functions/array/arrayEnumerate.cpp
+++ b/src/Functions/array/arrayEnumerate.cpp
@@ -45,9 +45,9 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt32>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        if (const ColumnArray * array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get()))
+        if (const ColumnArray * array = checkAndGetColumn<ColumnArray>(arguments[0].column.get()))
         {
             const ColumnArray::Offsets & offsets = array->getOffsets();
 
@@ -63,11 +63,11 @@ public:
                 prev_off = off;
             }
 
-            columns[result].column = ColumnArray::create(std::move(res_nested), array->getOffsetsPtr());
+            return ColumnArray::create(std::move(res_nested), array->getOffsetsPtr());
         }
         else
         {
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                     + " of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
         }
diff --git a/src/Functions/array/arrayEnumerateExtended.h b/src/Functions/array/arrayEnumerateExtended.h
index aca277d2ec8..609b5debbc2 100644
--- a/src/Functions/array/arrayEnumerateExtended.h
+++ b/src/Functions/array/arrayEnumerateExtended.h
@@ -56,7 +56,7 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt32>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override;
 
 private:
     /// Initially allocate a piece of memory for 64 elements. NOTE: This is just a guess.
@@ -121,7 +121,7 @@ private:
 
 
 template <typename Derived>
-void FunctionArrayEnumerateExtended<Derived>::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+ColumnPtr FunctionArrayEnumerateExtended<Derived>::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const
 {
     const ColumnArray::Offsets * offsets = nullptr;
     size_t num_arguments = arguments.size();
@@ -131,14 +131,14 @@ void FunctionArrayEnumerateExtended<Derived>::executeImpl(ColumnsWithTypeAndName
     ColumnPtr offsets_column;
     for (size_t i = 0; i < num_arguments; ++i)
     {
-        const ColumnPtr & array_ptr = columns[arguments[i]].column;
+        const ColumnPtr & array_ptr = arguments[i].column;
         const ColumnArray * array = checkAndGetColumn<ColumnArray>(array_ptr.get());
         if (!array)
         {
             const ColumnConst * const_array = checkAndGetColumnConst<ColumnArray>(
-                columns[arguments[i]].column.get());
+                arguments[i].column.get());
             if (!const_array)
-                throw Exception("Illegal column " + columns[arguments[i]].column->getName()
+                throw Exception("Illegal column " + arguments[i].column->getName()
                     + " of " + toString(i + 1) + "-th argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
             array_holders.emplace_back(const_array->convertToFullColumn());
@@ -155,7 +155,7 @@ void FunctionArrayEnumerateExtended<Derived>::executeImpl(ColumnsWithTypeAndName
             throw Exception("Lengths of all arrays passed to " + getName() + " must be equal.",
                 ErrorCodes::SIZES_OF_ARRAYS_DOESNT_MATCH);
 
-        auto * array_data = &array->getData();
+        const auto * array_data = &array->getData();
         data_columns[i] = array_data;
     }
 
@@ -163,7 +163,7 @@ void FunctionArrayEnumerateExtended<Derived>::executeImpl(ColumnsWithTypeAndName
 
     for (size_t i = 0; i < num_arguments; ++i)
     {
-        if (auto * nullable_col = checkAndGetColumn<ColumnNullable>(*data_columns[i]))
+        if (const auto * nullable_col = checkAndGetColumn<ColumnNullable>(*data_columns[i]))
         {
             if (num_arguments == 1)
                 data_columns[i] = &nullable_col->getNestedColumn();
@@ -201,7 +201,7 @@ void FunctionArrayEnumerateExtended<Derived>::executeImpl(ColumnsWithTypeAndName
             executeHashed(*offsets, data_columns, res_values);
     }
 
-    columns[result].column = ColumnArray::create(std::move(res_nested), offsets_column);
+    return ColumnArray::create(std::move(res_nested), offsets_column);
 }
 
 template <typename Derived>
diff --git a/src/Functions/array/arrayEnumerateRanked.h b/src/Functions/array/arrayEnumerateRanked.h
index 84b6a6bc537..4b7b39cbac5 100644
--- a/src/Functions/array/arrayEnumerateRanked.h
+++ b/src/Functions/array/arrayEnumerateRanked.h
@@ -116,7 +116,7 @@ public:
         return type;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
     /// Initially allocate a piece of memory for 64 elements. NOTE: This is just a guess.
@@ -149,8 +149,8 @@ static inline UInt128 ALWAYS_INLINE hash128depths(const std::vector<size_t> & in
 
 
 template <typename Derived>
-void FunctionArrayEnumerateRankedExtended<Derived>::executeImpl(
-        ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+ColumnPtr FunctionArrayEnumerateRankedExtended<Derived>::executeImpl(
+        ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const
 {
     size_t num_arguments = arguments.size();
     ColumnRawPtrs data_columns;
@@ -158,12 +158,7 @@ void FunctionArrayEnumerateRankedExtended<Derived>::executeImpl(
     Columns array_holders;
     ColumnPtr offsets_column;
 
-    ColumnsWithTypeAndName args;
-
-    for (size_t i = 0; i < arguments.size(); ++i)
-        args.emplace_back(columns[arguments[i]]);
-
-    const ArraysDepths arrays_depths = getArraysDepths(args);
+    const ArraysDepths arrays_depths = getArraysDepths(arguments);
 
     /// If the column is Array - return it. If the const Array - materialize it, keep ownership and return.
     auto get_array_column = [&](const auto & column) -> const DB::ColumnArray *
@@ -186,7 +181,7 @@ void FunctionArrayEnumerateRankedExtended<Derived>::executeImpl(
     size_t array_num = 0;
     for (size_t i = 0; i < num_arguments; ++i)
     {
-        const auto * array = get_array_column(columns[arguments[i]].column.get());
+        const auto * array = get_array_column(arguments[i].column.get());
         if (!array)
             continue;
 
@@ -258,7 +253,7 @@ void FunctionArrayEnumerateRankedExtended<Derived>::executeImpl(
     for (ssize_t depth = arrays_depths.max_array_depth - 1; depth >= 0; --depth)
         result_nested_array = ColumnArray::create(std::move(result_nested_array), offsetsptr_by_depth[depth]);
 
-    columns[result].column = result_nested_array;
+    return result_nested_array;
 }
 
 /*
diff --git a/src/Functions/array/arrayFlatten.cpp b/src/Functions/array/arrayFlatten.cpp
index 464d6203f94..da814e941af 100644
--- a/src/Functions/array/arrayFlatten.cpp
+++ b/src/Functions/array/arrayFlatten.cpp
@@ -39,7 +39,7 @@ public:
         return std::make_shared<DataTypeArray>(nested_type);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         /** We create an array column with array elements as the most deep elements of nested arrays,
           * and construct offsets by selecting elements of most deep offsets by values of ancestor offsets.
@@ -79,10 +79,10 @@ result offsets: 3, 4
 result: Row 1: [1, 2, 3], Row2: [4]
           */
 
-        const ColumnArray * src_col = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+        const ColumnArray * src_col = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
         if (!src_col)
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName() + " in argument of function 'arrayFlatten'",
+            throw Exception("Illegal column " + arguments[0].column->getName() + " in argument of function 'arrayFlatten'",
                 ErrorCodes::ILLEGAL_COLUMN);
 
         const IColumn::Offsets & src_offsets = src_col->getOffsets();
@@ -107,7 +107,7 @@ result: Row 1: [1, 2, 3], Row2: [4]
             prev_data = &next_col->getData();
         }
 
-        columns[result].column = ColumnArray::create(
+        return ColumnArray::create(
             prev_data->getPtr(),
             result_offsets_column ? std::move(result_offsets_column) : src_col->getOffsetsPtr());
     }
diff --git a/src/Functions/array/arrayIndex.h b/src/Functions/array/arrayIndex.h
index 738899b4b8c..db3ef439c35 100644
--- a/src/Functions/array/arrayIndex.h
+++ b/src/Functions/array/arrayIndex.h
@@ -396,9 +396,9 @@ public:
       * (they are vectors of Fields, which may represent the NULL value),
       * they do not require any preprocessing.
       */
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        ColumnPtr& ptr = columns[arguments[0]].column;
+        ColumnPtr& ptr = arguments[0].column;
 
         /**
          * The columns here have two general cases, either being Array(T) or Const(Array(T)).
@@ -411,11 +411,11 @@ public:
         if (col_array)
             nullable = checkAndGetColumn<ColumnNullable>(col_array->getData());
 
-        auto & arg_column = columns[arguments[1]].column;
+        auto & arg_column = arguments[1].column;
         const ColumnNullable * arg_nullable = checkAndGetColumn<ColumnNullable>(*arg_column);
 
         if (!nullable && !arg_nullable)
-            executeOnNonNullable(columns, arguments, result);
+            return executeOnNonNullable(arguments, result_type);
         else
         {
             /**
@@ -424,7 +424,7 @@ public:
              * {0, 1, 2, 3, 4}
              * {data (array) argument, "value" argument, data null map, "value" null map, function result}.
              */
-            ColumnsWithTypeAndName source_columns = { {}, {}, {}, {}, {nullptr, columns[result].type, ""} };
+            ColumnsWithTypeAndName source_columns(4);
 
             if (nullable)
             {
@@ -436,7 +436,7 @@ public:
                 data.type = std::make_shared<DataTypeArray>(
                     static_cast<const DataTypeNullable &>(
                         *static_cast<const DataTypeArray &>(
-                            *columns[arguments[0]].type
+                            *arguments[0].type
                         ).getNestedType()
                     ).getNestedType());
 
@@ -448,7 +448,7 @@ public:
             else
             {
                 auto & data = source_columns[0];
-                data = columns[arguments[0]];
+                data = arguments[0];
             }
 
             if (arg_nullable)
@@ -457,7 +457,7 @@ public:
                 arg.column = arg_nullable->getNestedColumnPtr();
                 arg.type =
                     static_cast<const DataTypeNullable &>(
-                        *columns[arguments[1]].type
+                        *arguments[1].type
                     ).getNestedType();
 
                 auto & null_map = source_columns[3];
@@ -467,16 +467,11 @@ public:
             else
             {
                 auto & arg = source_columns[1];
-                arg = columns[arguments[1]];
+                arg = arguments[1];
             }
 
             /// Now perform the function.
-            executeOnNonNullable(source_columns, {0, 1, 2, 3}, 4);
-
-            /// Move the result to its final position.
-            const ColumnWithTypeAndName & source_col = source_columns[4];
-            ColumnWithTypeAndName & dest_col = columns[result];
-            dest_col.column = std::move(source_col.column);
+            return executeOnNonNullable(source_columns, result_type);
         }
     }
 
@@ -492,12 +487,11 @@ private:
         const IColumn& left;
         const IColumn& right;
         const ColumnArray::Offsets& offsets;
-        ColumnsWithTypeAndName & columns;
-        size_t result_pos;
+        ColumnPtr result_column;
         NullMaps maps;
         ResultColumnPtr result { ResultColumnType::create() };
 
-        inline void moveResult() { columns[result_pos].column = std::move(result); }
+        inline void moveResult() { result_column = std::move(result); }
     };
 
     static inline bool allowNested(const DataTypePtr & left, const DataTypePtr & right)
@@ -584,14 +578,14 @@ private:
 
 #define INTEGRAL_TPL_PACK UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32, Float64
 
-    void executeOnNonNullable(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeOnNonNullable(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type) const
     {
-        if (const auto* const left_arr = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get()))
+        if (const auto* const left_arr = checkAndGetColumn<ColumnArray>(arguments[0].column.get()))
         {
             if (checkAndGetColumn<ColumnLowCardinality>(&left_arr->getData()))
             {
-                if (executeLowCardinality(columns, arguments, result))
-                    return;
+                if (auto res = executeLowCardinality(arguments))
+                    return res;
 
                 throw Exception(
                     "Illegal internal type of first argument of function " + getName(),
@@ -599,13 +593,16 @@ private:
             }
         }
 
-        if (!(executeIntegral<INTEGRAL_TPL_PACK>(columns, arguments, result)
-              || executeConst(columns, arguments, result)
-              || executeString(columns, arguments, result)
-              || executeGeneric(columns, arguments, result)))
+        ColumnPtr res;
+        if (!((res = executeIntegral<INTEGRAL_TPL_PACK>(arguments))
+              || (res = executeConst(arguments, result_type))
+              || (res = executeString(arguments))
+              || (res = executeGeneric(arguments))))
             throw Exception(
                 "Illegal internal type of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
+
+        return res;
     }
 
     /**
@@ -619,7 +616,7 @@ private:
      * @return {nullptr, null_map_item} if there are four arguments but the third is missing.
      * @return {null_map_data, null_map_item} if there are four arguments.
      */
-    static NullMaps getNullMaps(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) noexcept
+    static NullMaps getNullMaps(const ColumnsWithTypeAndName & arguments) noexcept
     {
         if (arguments.size() < 3)
             return {nullptr, nullptr};
@@ -627,10 +624,10 @@ private:
         const NullMap * null_map_data = nullptr;
         const NullMap * null_map_item = nullptr;
 
-        if (const auto & data_map = columns[arguments[2]].column; data_map)
+        if (const auto & data_map = arguments[2].column; data_map)
             null_map_data = &assert_cast<const ColumnUInt8 &>(*data_map).getData();
 
-        if (const auto & item_map = columns[arguments[3]].column; item_map)
+        if (const auto & item_map = arguments[3].column; item_map)
             null_map_item = &assert_cast<const ColumnUInt8 &>(*item_map).getData();
 
         return {null_map_data, null_map_item};
@@ -642,26 +639,28 @@ private:
      * (s1, s1, s2, ...), (s2, s1, s2, ...), (s3, s1, s2, ...)
      */
     template <class ...Integral>
-    static inline bool executeIntegral(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_pos)
+    static inline ColumnPtr executeIntegral(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnArray * const left = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+        const ColumnArray * const left = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
         if (!left)
-            return false;
+            return nullptr;
 
-        const ColumnPtr right_converted_ptr = columns[arguments[1]].column->convertToFullColumnIfLowCardinality();
+        const ColumnPtr right_converted_ptr = arguments[1].column->convertToFullColumnIfLowCardinality();
         const IColumn& right = *right_converted_ptr.get();
 
         ExecutionData data = {
             left->getData(),
             right,
             left->getOffsets(),
-            columns,
-            result_pos,
-            getNullMaps(columns, arguments)
+            nullptr,
+            getNullMaps(arguments)
         };
 
-        return executeIntegral<Integral...>(data);
+        if (executeIntegral<Integral...>(data))
+            return data.result_column;
+
+        return nullptr;
     }
 
     template <class ...Integral>
@@ -733,22 +732,21 @@ private:
      *
      * Tips and tricks tried can be found at https://github.com/ClickHouse/ClickHouse/pull/12550 .
      */
-    static bool executeLowCardinality(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr executeLowCardinality(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnArray * const col_array = checkAndGetColumn<ColumnArray>(
-                columns[arguments[0]].column.get());
+        const ColumnArray * const col_array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
         if (!col_array)
-            return false;
+            return nullptr;
 
         const ColumnLowCardinality * const col_lc = checkAndGetColumn<ColumnLowCardinality>(&col_array->getData());
 
         if (!col_lc)
-            return false;
+            return nullptr;
 
-        const auto [null_map_data, null_map_item] = getNullMaps(columns, arguments);
+        const auto [null_map_data, null_map_item] = getNullMaps(arguments);
 
-        const IColumn& col_arg = *columns[arguments[1]].column.get();
+        const IColumn& col_arg = *arguments[1].column.get();
 
         if (const ColumnConst * const col_arg_const = checkAndGetColumn<ColumnConst>(col_arg))
         {
@@ -764,12 +762,11 @@ private:
                 // inner types do not match (like A and Nullable(B) or A and Const(B));
                 && different_inner_types;
 
-            const DataTypeArray * const array_type = checkAndGetDataType<DataTypeArray>(
-                    columns[arguments[0]].type.get());
+            const DataTypeArray * const array_type = checkAndGetDataType<DataTypeArray>(arguments[0].type.get());
             const DataTypePtr target_type_ptr = recursiveRemoveLowCardinality(array_type->getNestedType());
 
             const ColumnPtr col_arg_cloned = use_cloned_arg
-                ? castColumn(columns[arguments[1]], target_type_ptr)
+                ? castColumn(arguments[1], target_type_ptr)
                 : col_arg_const->getPtr();
 
             const StringRef elem = col_arg_cloned->getDataAt(0);
@@ -788,8 +785,7 @@ private:
 
                     data.resize_fill(offsets_size);
 
-                    columns[result].column = std::move(col_result);
-                    return true;
+                    return col_result;
                 }
             }
 
@@ -801,8 +797,7 @@ private:
                 null_map_data,
                 null_map_item);
 
-            columns[result].column = std::move(col_result);
-            return true;
+            return col_result;
         }
         else if (col_lc->nestedIsNullable()) // LC(Nullable(T)) and U
         {
@@ -827,19 +822,20 @@ private:
             ExecutionData data = {
                 left_ptr, right_ptr,
                 col_array->getOffsets(),
-                columns, result,
+                nullptr,
                 {null_map_left_casted, null_map_right_casted}};
 
-            return dispatchConvertedLCColumns(data);
+            if (dispatchConvertedLCColumns(data))
+                return data.result_column;
         }
         else // LC(T) and U, T not Nullable
         {
             if (col_arg.isNullable())
-                return false;
+                return nullptr;
 
             if (const auto* const arg_lc = checkAndGetColumn<ColumnLowCardinality>(&col_arg);
                 arg_lc && arg_lc->isNullable())
-                return false;
+                return nullptr;
 
             // LC(T) and U (possibly LC(V))
 
@@ -848,11 +844,14 @@ private:
 
             ExecutionData data = {
                 *left_casted.get(), *right_casted.get(), col_array->getOffsets(),
-                columns, result, {null_map_data, null_map_item}
+                nullptr, {null_map_data, null_map_item}
             };
 
-            return dispatchConvertedLCColumns(data);
+            if (dispatchConvertedLCColumns(data))
+                return data.result_column;
         }
+
+        return nullptr;
     }
 
     static bool dispatchConvertedLCColumns(ExecutionData& data)
@@ -875,28 +874,31 @@ private:
 
 #undef INTEGRAL_TPL_PACK
 
-    static bool executeString(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_pos)
+    static ColumnPtr executeString(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnArray * array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+        const ColumnArray * array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
         if (!array)
-            return false;
+            return nullptr;
 
         const ColumnString * left = checkAndGetColumn<ColumnString>(&array->getData());
 
         if (!left)
-            return false;
+            return nullptr;
 
-        const ColumnPtr right_ptr = columns[arguments[1]].column->convertToFullColumnIfLowCardinality();
+        const ColumnPtr right_ptr = arguments[1].column->convertToFullColumnIfLowCardinality();
         const IColumn & right = *right_ptr.get();
 
         ExecutionData data = {
             *left, right, array->getOffsets(),
-            columns, result_pos, getNullMaps(columns, arguments),
+            nullptr, getNullMaps(arguments),
             std::move(ResultColumnType::create())
         };
 
-        return executeStringImpl(data);
+        if (executeStringImpl(data))
+            return data.result_column;
+
+        return nullptr;
     }
 
     static bool executeStringImpl(ExecutionData& data)
@@ -961,17 +963,16 @@ private:
         return true;
     }
 
-    static bool executeConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr executeConst(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type)
     {
-        const ColumnConst * col_array = checkAndGetColumnConst<ColumnArray>(
-                columns[arguments[0]].column.get());
+        const ColumnConst * col_array = checkAndGetColumnConst<ColumnArray>(arguments[0].column.get());
 
         if (!col_array)
-            return false;
+            return nullptr;
 
         Array arr = col_array->getValue<Array>();
 
-        const ColumnPtr right_ptr = columns[arguments[1]].column->convertToFullColumnIfLowCardinality();
+        const ColumnPtr right_ptr = arguments[1].column->convertToFullColumnIfLowCardinality();
         const IColumn * item_arg = right_ptr.get();
 
         if (isColumnConst(*item_arg))
@@ -990,8 +991,7 @@ private:
                     break;
             }
 
-            columns[result].column = columns[result].type->createColumnConst(
-                item_arg->size(), static_cast<ResultType>(current));
+            return result_type->createColumnConst(item_arg->size(), static_cast<ResultType>(current));
         }
         else
         {
@@ -999,7 +999,7 @@ private:
             const NullMap * null_map = nullptr;
 
             if (arguments.size() > 2)
-                if (const auto & col = columns[arguments[3]].column; col)
+                if (const auto & col = arguments[3].column; col)
                     null_map = &assert_cast<const ColumnUInt8 &>(*col).getData();
 
             const size_t size = item_arg->size();
@@ -1033,27 +1033,25 @@ private:
                 }
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
-
-        return true;
     }
 
-    static bool executeGeneric(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr executeGeneric(ColumnsWithTypeAndName & arguments)
     {
-        const ColumnArray * col = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+        const ColumnArray * col = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
 
         if (!col)
-            return false;
+            return nullptr;
 
         const IColumn & col_nested = col->getData();
 
-        const ColumnPtr right_ptr = columns[arguments[1]].column->convertToFullColumnIfLowCardinality();
+        const ColumnPtr right_ptr = arguments[1].column->convertToFullColumnIfLowCardinality();
         const IColumn & item_arg = *right_ptr.get();
 
         auto col_res = ResultColumnType::create();
 
-        auto [null_map_data, null_map_item] = getNullMaps(columns, arguments);
+        auto [null_map_data, null_map_item] = getNullMaps(arguments);
 
         if (item_arg.onlyNull())
             Impl::Null<ConcreteAction>::process(
@@ -1077,8 +1075,7 @@ private:
                 null_map_data,
                 null_map_item);
 
-        columns[result].column = std::move(col_res);
-        return true;
+        return col_res;
     }
 };
 }
diff --git a/src/Functions/array/arrayIntersect.cpp b/src/Functions/array/arrayIntersect.cpp
index b82cf892d03..cce43cd8e62 100644
--- a/src/Functions/array/arrayIntersect.cpp
+++ b/src/Functions/array/arrayIntersect.cpp
@@ -48,7 +48,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
@@ -88,7 +88,7 @@ private:
         ColumnsWithTypeAndName casted;
     };
 
-    static CastArgumentsResult castColumns(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments,
+    static CastArgumentsResult castColumns(ColumnsWithTypeAndName & arguments,
                                            const DataTypePtr & return_type, const DataTypePtr & return_type_with_nulls);
     UnpackedArrays prepareArrays(const ColumnsWithTypeAndName & columns, ColumnsWithTypeAndName & initial_columns) const;
 
@@ -206,8 +206,7 @@ ColumnPtr FunctionArrayIntersect::castRemoveNullable(const ColumnPtr & column, c
 }
 
 FunctionArrayIntersect::CastArgumentsResult FunctionArrayIntersect::castColumns(
-        ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const DataTypePtr & return_type,
-        const DataTypePtr & return_type_with_nulls)
+    ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type, const DataTypePtr & return_type_with_nulls)
 {
     size_t num_args = arguments.size();
     ColumnsWithTypeAndName initial_columns(num_args);
@@ -233,7 +232,7 @@ FunctionArrayIntersect::CastArgumentsResult FunctionArrayIntersect::castColumns(
 
     for (size_t i = 0; i < num_args; ++i)
     {
-        const ColumnWithTypeAndName & arg = columns[arguments[i]];
+        const ColumnWithTypeAndName & arg = arguments[i];
         initial_columns[i] = arg;
         casted_columns[i] = arg;
         auto & column = casted_columns[i];
@@ -284,18 +283,9 @@ FunctionArrayIntersect::CastArgumentsResult FunctionArrayIntersect::castColumns(
 
 static ColumnPtr callFunctionNotEquals(ColumnWithTypeAndName first, ColumnWithTypeAndName second, const Context & context)
 {
-    ColumnsWithTypeAndName args;
-    args.reserve(2);
-    args.emplace_back(std::move(first));
-    args.emplace_back(std::move(second));
-
+    ColumnsWithTypeAndName args{first, second};
     auto eq_func = FunctionFactory::instance().get("notEquals", context)->build(args);
-
-    args.emplace_back(ColumnWithTypeAndName{nullptr, eq_func->getReturnType(), ""});
-
-    eq_func->execute(args, {0, 1}, 2, args.front().column->size());
-
-    return args[2].column;
+    return eq_func->execute(args, eq_func->getResultType(), args.front().column->size());
 }
 
 FunctionArrayIntersect::UnpackedArrays FunctionArrayIntersect::prepareArrays(
@@ -383,10 +373,9 @@ FunctionArrayIntersect::UnpackedArrays FunctionArrayIntersect::prepareArrays(
     return arrays;
 }
 
-void FunctionArrayIntersect::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionArrayIntersect::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
-    const auto & return_type = columns[result].type;
-    const auto * return_type_array = checkAndGetDataType<DataTypeArray>(return_type.get());
+    const auto * return_type_array = checkAndGetDataType<DataTypeArray>(result_type.get());
 
     if (!return_type_array)
         throw Exception{"Return type for function " + getName() + " must be array.", ErrorCodes::LOGICAL_ERROR};
@@ -394,20 +383,17 @@ void FunctionArrayIntersect::executeImpl(ColumnsWithTypeAndName & columns, const
     const auto & nested_return_type = return_type_array->getNestedType();
 
     if (typeid_cast<const DataTypeNothing *>(nested_return_type.get()))
-    {
-        columns[result].column = return_type->createColumnConstWithDefaultValue(input_rows_count);
-        return;
-    }
+        return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
     auto num_args = arguments.size();
     DataTypes data_types;
     data_types.reserve(num_args);
     for (size_t i = 0; i < num_args; ++i)
-        data_types.push_back(columns[arguments[i]].type);
+        data_types.push_back(arguments[i].type);
 
     auto return_type_with_nulls = getMostSubtype(data_types, true, true);
 
-    auto casted_columns = castColumns(columns, arguments, return_type, return_type_with_nulls);
+    auto casted_columns = castColumns(arguments, result_type, return_type_with_nulls);
 
     UnpackedArrays arrays = prepareArrays(casted_columns.casted, casted_columns.initial);
 
@@ -442,11 +428,11 @@ void FunctionArrayIntersect::executeImpl(ColumnsWithTypeAndName & columns, const
         else
         {
             column = assert_cast<const DataTypeArray &>(*return_type_with_nulls).getNestedType()->createColumn();
-            result_column = castRemoveNullable(execute<StringMap, IColumn, false>(arrays, std::move(column)), return_type);
+            result_column = castRemoveNullable(execute<StringMap, IColumn, false>(arrays, std::move(column)), result_type);
         }
     }
 
-    columns[result].column = std::move(result_column);
+    return result_column;
 }
 
 template <typename T, size_t>
diff --git a/src/Functions/array/arrayJoin.cpp b/src/Functions/array/arrayJoin.cpp
index 4e8f84abcfa..0faae52ab8d 100644
--- a/src/Functions/array/arrayJoin.cpp
+++ b/src/Functions/array/arrayJoin.cpp
@@ -54,7 +54,7 @@ public:
         return arr->getNestedType();
     }
 
-    void executeImpl(ColumnsWithTypeAndName &, const ColumnNumbers &, size_t, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         throw Exception("Function " + getName() + " must not be executed directly.", ErrorCodes::FUNCTION_IS_SPECIAL);
     }
diff --git a/src/Functions/array/arrayPop.h b/src/Functions/array/arrayPop.h
index 2dee51e245c..41d2a8d5080 100644
--- a/src/Functions/array/arrayPop.h
+++ b/src/Functions/array/arrayPop.h
@@ -31,7 +31,7 @@ public:
         if (arguments[0]->onlyNull())
             return arguments[0];
 
-        auto array_type = typeid_cast<const DataTypeArray *>(arguments[0].get());
+        const auto * array_type = typeid_cast<const DataTypeArray *>(arguments[0].get());
         if (!array_type)
             throw Exception("First argument for function " + getName() + " must be an array but it has type "
                             + arguments[0]->getName() + ".", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -39,23 +39,20 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const auto & return_type = columns[result].type;
+        const auto & return_type = result_type;
 
         if (return_type->onlyNull())
-        {
-            columns[result].column = return_type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return return_type->createColumnConstWithDefaultValue(input_rows_count);
 
-        const auto & array_column = columns[arguments[0]].column;
+        const auto & array_column = arguments[0].column;
 
         std::unique_ptr<GatherUtils::IArraySource> source;
 
         size_t size = array_column->size();
 
-        if (auto argument_column_array = typeid_cast<const ColumnArray *>(array_column.get()))
+        if (const auto * argument_column_array = typeid_cast<const ColumnArray *>(array_column.get()))
             source = GatherUtils::createArraySource(*argument_column_array, false, size);
         else
             throw Exception{"First arguments for function " + getName() + " must be array.", ErrorCodes::LOGICAL_ERROR};
@@ -67,7 +64,7 @@ public:
         else
             sink = GatherUtils::sliceFromLeftConstantOffsetBounded(*source, 0, -1);
 
-        columns[result].column = std::move(sink);
+        return sink;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/arrayPush.h b/src/Functions/array/arrayPush.h
index 4909aaf013d..183fab34460 100644
--- a/src/Functions/array/arrayPush.h
+++ b/src/Functions/array/arrayPush.h
@@ -35,7 +35,7 @@ public:
         if (arguments[0]->onlyNull())
             return arguments[0];
 
-        auto array_type = typeid_cast<const DataTypeArray *>(arguments[0].get());
+        const auto * array_type = typeid_cast<const DataTypeArray *>(arguments[0].get());
         if (!array_type)
             throw Exception("First argument for function " + getName() + " must be an array but it has type "
                             + arguments[0]->getName() + ".", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -47,27 +47,22 @@ public:
         return std::make_shared<DataTypeArray>(getLeastSupertype(types));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type, size_t input_rows_count) const override
     {
-        const auto & return_type = columns[result].type;
-
         if (return_type->onlyNull())
-        {
-            columns[result].column = return_type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return return_type->createColumnConstWithDefaultValue(input_rows_count);
 
         auto result_column = return_type->createColumn();
 
-        auto array_column = columns[arguments[0]].column;
-        auto appended_column = columns[arguments[1]].column;
+        auto array_column = arguments[0].column;
+        auto appended_column = arguments[1].column;
 
-        if (!columns[arguments[0]].type->equals(*return_type))
-            array_column = castColumn(columns[arguments[0]], return_type);
+        if (!arguments[0].type->equals(*return_type))
+            array_column = castColumn(arguments[0], return_type);
 
         const DataTypePtr & return_nested_type = typeid_cast<const DataTypeArray &>(*return_type).getNestedType();
-        if (!columns[arguments[1]].type->equals(*return_nested_type))
-            appended_column = castColumn(columns[arguments[1]], return_nested_type);
+        if (!arguments[1].type->equals(*return_nested_type))
+            appended_column = castColumn(arguments[1], return_nested_type);
 
         std::unique_ptr<GatherUtils::IArraySource> array_source;
         std::unique_ptr<GatherUtils::IValueSource> value_source;
@@ -75,20 +70,20 @@ public:
         size_t size = array_column->size();
         bool is_const = false;
 
-        if (auto const_array_column = typeid_cast<const ColumnConst *>(array_column.get()))
+        if (const auto * const_array_column = typeid_cast<const ColumnConst *>(array_column.get()))
         {
             is_const = true;
             array_column = const_array_column->getDataColumnPtr();
         }
 
-        if (auto argument_column_array = typeid_cast<const ColumnArray *>(array_column.get()))
+        if (const auto * argument_column_array = typeid_cast<const ColumnArray *>(array_column.get()))
             array_source = GatherUtils::createArraySource(*argument_column_array, is_const, size);
         else
             throw Exception{"First arguments for function " + getName() + " must be array.", ErrorCodes::LOGICAL_ERROR};
 
 
         bool is_appended_const = false;
-        if (auto const_appended_column = typeid_cast<const ColumnConst *>(appended_column.get()))
+        if (const auto * const_appended_column = typeid_cast<const ColumnConst *>(appended_column.get()))
         {
             is_appended_const = true;
             appended_column = const_appended_column->getDataColumnPtr();
@@ -100,7 +95,7 @@ public:
 
         GatherUtils::push(*array_source, *value_source, *sink, push_front);
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/arrayReduce.cpp b/src/Functions/array/arrayReduce.cpp
index fdc7baea720..416c7bb787b 100644
--- a/src/Functions/array/arrayReduce.cpp
+++ b/src/Functions/array/arrayReduce.cpp
@@ -49,7 +49,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
     /// lazy initialization in getReturnTypeImpl
@@ -105,7 +105,7 @@ DataTypePtr FunctionArrayReduce::getReturnTypeImpl(const ColumnsWithTypeAndName
 }
 
 
-void FunctionArrayReduce::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionArrayReduce::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
     IAggregateFunction & agg_func = *aggregate_function;
     std::unique_ptr<Arena> arena = std::make_unique<Arena>();
@@ -120,7 +120,7 @@ void FunctionArrayReduce::executeImpl(ColumnsWithTypeAndName & columns, const Co
 
     for (size_t i = 0; i < num_arguments_columns; ++i)
     {
-        const IColumn * col = columns[arguments[i + 1]].column.get();
+        const IColumn * col = arguments[i + 1].column.get();
 
         const ColumnArray::Offsets * offsets_i = nullptr;
         if (const ColumnArray * arr = checkAndGetColumn<ColumnArray>(col))
@@ -146,7 +146,7 @@ void FunctionArrayReduce::executeImpl(ColumnsWithTypeAndName & columns, const Co
     }
     const IColumn ** aggregate_arguments = aggregate_arguments_vec.data();
 
-    MutableColumnPtr result_holder = columns[result].type->createColumn();
+    MutableColumnPtr result_holder = result_type->createColumn();
     IColumn & res_col = *result_holder;
 
     /// AggregateFunction's states should be inserted into column using specific way
@@ -154,7 +154,7 @@ void FunctionArrayReduce::executeImpl(ColumnsWithTypeAndName & columns, const Co
 
     if (!res_col_aggregate_function && agg_func.isState())
         throw Exception("State function " + agg_func.getName() + " inserts results into non-state column "
-                        + columns[result].type->getName(), ErrorCodes::ILLEGAL_COLUMN);
+                        + result_type->getName(), ErrorCodes::ILLEGAL_COLUMN);
 
     PODArray<AggregateDataPtr> places(input_rows_count);
     for (size_t i = 0; i < input_rows_count; ++i)
@@ -191,7 +191,7 @@ void FunctionArrayReduce::executeImpl(ColumnsWithTypeAndName & columns, const Co
             agg_func.insertResultInto(places[i], res_col, arena.get());
         else
             res_col_aggregate_function->insertFrom(places[i]);
-    columns[result].column = std::move(result_holder);
+    return result_holder;
 }
 
 
diff --git a/src/Functions/array/arrayReduceInRanges.cpp b/src/Functions/array/arrayReduceInRanges.cpp
index 8ba1cb62be9..afcf62a2a42 100644
--- a/src/Functions/array/arrayReduceInRanges.cpp
+++ b/src/Functions/array/arrayReduceInRanges.cpp
@@ -52,7 +52,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
     /// lazy initialization in getReturnTypeImpl
@@ -123,7 +123,7 @@ DataTypePtr FunctionArrayReduceInRanges::getReturnTypeImpl(const ColumnsWithType
 }
 
 
-void FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
     IAggregateFunction & agg_func = *aggregate_function;
     std::unique_ptr<Arena> arena = std::make_unique<Arena>();
@@ -133,7 +133,7 @@ void FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & columns,
 
     /// Handling ranges
 
-    const IColumn * ranges_col_array = columns[arguments[1]].column.get();
+    const IColumn * ranges_col_array = arguments[1].column.get();
     const IColumn * ranges_col_tuple = nullptr;
     const ColumnArray::Offsets * ranges_offsets = nullptr;
     if (const ColumnArray * arr = checkAndGetColumn<ColumnArray>(ranges_col_array))
@@ -164,7 +164,7 @@ void FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & columns,
 
     for (size_t i = 0; i < num_arguments_columns; ++i)
     {
-        const IColumn * col = columns[arguments[i + 2]].column.get();
+        const IColumn * col = arguments[i + 2].column.get();
 
         const ColumnArray::Offsets * offsets_i = nullptr;
         if (const ColumnArray * arr = checkAndGetColumn<ColumnArray>(col))
@@ -192,7 +192,7 @@ void FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & columns,
 
     /// Handling results
 
-    MutableColumnPtr result_holder = columns[result].type->createColumn();
+    MutableColumnPtr result_holder = result_type->createColumn();
     ColumnArray * result_arr = static_cast<ColumnArray *>(result_holder.get());
     IColumn & result_data = result_arr->getData();
 
@@ -203,7 +203,7 @@ void FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & columns,
 
     if (!res_col_aggregate_function && agg_func.isState())
         throw Exception("State function " + agg_func.getName() + " inserts results into non-state column "
-                        + columns[result].type->getName(), ErrorCodes::ILLEGAL_COLUMN);
+                        + result_type->getName(), ErrorCodes::ILLEGAL_COLUMN);
 
     /// Perform the aggregation
 
@@ -383,7 +383,7 @@ void FunctionArrayReduceInRanges::executeImpl(ColumnsWithTypeAndName & columns,
         }
     }
 
-    columns[result].column = std::move(result_holder);
+    return result_holder;
 }
 
 
diff --git a/src/Functions/array/arrayResize.cpp b/src/Functions/array/arrayResize.cpp
index 0b1695d8684..5c48bb84734 100644
--- a/src/Functions/array/arrayResize.cpp
+++ b/src/Functions/array/arrayResize.cpp
@@ -63,23 +63,18 @@ public:
             return std::make_shared<DataTypeArray>(getLeastSupertype({array_type->getNestedType(), arguments[2]}));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type, size_t input_rows_count) const override
     {
-        const auto & return_type = columns[result].type;
-
         if (return_type->onlyNull())
-        {
-            columns[result].column = return_type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return return_type->createColumnConstWithDefaultValue(input_rows_count);
 
         auto result_column = return_type->createColumn();
 
-        auto array_column = columns[arguments[0]].column;
-        auto size_column = columns[arguments[1]].column;
+        auto array_column = arguments[0].column;
+        auto size_column = arguments[1].column;
 
-        if (!columns[arguments[0]].type->equals(*return_type))
-            array_column = castColumn(columns[arguments[0]], return_type);
+        if (!arguments[0].type->equals(*return_type))
+            array_column = castColumn(arguments[0], return_type);
 
         const DataTypePtr & return_nested_type = typeid_cast<const DataTypeArray &>(*return_type).getNestedType();
         size_t size = array_column->size();
@@ -87,9 +82,9 @@ public:
         ColumnPtr appended_column;
         if (arguments.size() == 3)
         {
-            appended_column = columns[arguments[2]].column;
-            if (!columns[arguments[2]].type->equals(*return_nested_type))
-                appended_column = castColumn(columns[arguments[2]], return_nested_type);
+            appended_column = arguments[2].column;
+            if (!arguments[2].type->equals(*return_nested_type))
+                appended_column = castColumn(arguments[2], return_nested_type);
         }
         else
             appended_column = return_nested_type->createColumnConstWithDefaultValue(size);
@@ -127,7 +122,7 @@ public:
         else
             GatherUtils::resizeDynamicSize(*array_source, *value_source, *sink, *size_column);
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/arrayReverse.cpp b/src/Functions/array/arrayReverse.cpp
index de011a700a0..a303f2fecad 100644
--- a/src/Functions/array/arrayReverse.cpp
+++ b/src/Functions/array/arrayReverse.cpp
@@ -41,7 +41,7 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t) const override;
 
 private:
     template <typename T>
@@ -53,11 +53,11 @@ private:
 };
 
 
-void FunctionArrayReverse::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const
+ColumnPtr FunctionArrayReverse::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const
 {
-    const ColumnArray * array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
     if (!array)
-        throw Exception("Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+        throw Exception("Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
 
     auto res_ptr = array->cloneEmpty();
@@ -96,7 +96,7 @@ void FunctionArrayReverse::executeImpl(ColumnsWithTypeAndName & columns, const C
                 + " of null map of the first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-    columns[result].column = std::move(res_ptr);
+    return res_ptr;
 }
 
 
diff --git a/src/Functions/array/arrayScalarProduct.h b/src/Functions/array/arrayScalarProduct.h
index 5842349c90d..22580756b14 100644
--- a/src/Functions/array/arrayScalarProduct.h
+++ b/src/Functions/array/arrayScalarProduct.h
@@ -31,33 +31,37 @@ private:
     using ResultColumnType = ColumnVector<typename Method::ResultType>;
 
     template <typename T>
-    bool executeNumber(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeNumber(ColumnsWithTypeAndName & arguments) const
     {
-        return executeNumberNumber<T, UInt8>(columns, arguments, result)
-            || executeNumberNumber<T, UInt16>(columns, arguments, result)
-            || executeNumberNumber<T, UInt32>(columns, arguments, result)
-            || executeNumberNumber<T, UInt64>(columns, arguments, result)
-            || executeNumberNumber<T, Int8>(columns, arguments, result)
-            || executeNumberNumber<T, Int16>(columns, arguments, result)
-            || executeNumberNumber<T, Int32>(columns, arguments, result)
-            || executeNumberNumber<T, Int64>(columns, arguments, result)
-            || executeNumberNumber<T, Float32>(columns, arguments, result)
-            || executeNumberNumber<T, Float64>(columns, arguments, result);
+        ColumnPtr res;
+        if (   (res = executeNumberNumber<T, UInt8>(arguments))
+            || (res = executeNumberNumber<T, UInt16>(arguments))
+            || (res = executeNumberNumber<T, UInt32>(arguments))
+            || (res = executeNumberNumber<T, UInt64>(arguments))
+            || (res = executeNumberNumber<T, Int8>(arguments))
+            || (res = executeNumberNumber<T, Int16>(arguments))
+            || (res = executeNumberNumber<T, Int32>(arguments))
+            || (res = executeNumberNumber<T, Int64>(arguments))
+            || (res = executeNumberNumber<T, Float32>(arguments))
+            || (res = executeNumberNumber<T, Float64>(arguments)))
+            return res;
+
+       return nullptr;
     }
 
 
     template <typename T, typename U>
-    bool executeNumberNumber(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeNumberNumber(ColumnsWithTypeAndName & arguments) const
     {
-        ColumnPtr col1 = columns[arguments[0]].column->convertToFullColumnIfConst();
-        ColumnPtr col2 = columns[arguments[1]].column->convertToFullColumnIfConst();
+        ColumnPtr col1 = arguments[0].column->convertToFullColumnIfConst();
+        ColumnPtr col2 = arguments[1].column->convertToFullColumnIfConst();
         if (!col1 || !col2)
-            return false;
+            return nullptr;
 
         const ColumnArray * col_array1 = checkAndGetColumn<ColumnArray>(col1.get());
         const ColumnArray * col_array2 = checkAndGetColumn<ColumnArray>(col2.get());
         if (!col_array1 || !col_array2)
-            return false;
+            return nullptr;
 
         if (!col_array1->hasEqualOffsets(*col_array2))
             throw Exception("Array arguments for function " + getName() + " must have equal sizes", ErrorCodes::BAD_ARGUMENTS);
@@ -65,7 +69,7 @@ private:
         const ColumnVector<T> * col_nested1 = checkAndGetColumn<ColumnVector<T>>(col_array1->getData());
         const ColumnVector<U> * col_nested2 = checkAndGetColumn<ColumnVector<U>>(col_array2->getData());
         if (!col_nested1 || !col_nested2)
-            return false;
+            return nullptr;
 
         auto col_res = ResultColumnType::create();
 
@@ -75,8 +79,7 @@ private:
             col_array1->getOffsets(),
             col_res->getData());
 
-        columns[result].column = std::move(col_res);
-        return true;
+        return col_res;
     }
 
     template <typename T, typename U>
@@ -112,7 +115,7 @@ public:
             if (!array_type)
                 throw Exception("All arguments for function " + getName() + " must be an array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-            auto & nested_type = array_type->getNestedType();
+            const auto & nested_type = array_type->getNestedType();
             if (!isNativeNumber(nested_type) && !isEnum(nested_type))
                 throw Exception(
                     getName() + " cannot process values of type " + nested_type->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -123,21 +126,24 @@ public:
         return Method::getReturnType(nested_types[0], nested_types[1]);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /* input_rows_count */) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /* input_rows_count */) const override
     {
-        if (!(executeNumber<UInt8>(columns, arguments, result)
-            || executeNumber<UInt16>(columns, arguments, result)
-              || executeNumber<UInt32>(columns, arguments, result)
-              || executeNumber<UInt64>(columns, arguments, result)
-              || executeNumber<Int8>(columns, arguments, result)
-              || executeNumber<Int16>(columns, arguments, result)
-              || executeNumber<Int32>(columns, arguments, result)
-              || executeNumber<Int64>(columns, arguments, result)
-              || executeNumber<Float32>(columns, arguments, result)
-              || executeNumber<Float64>(columns, arguments, result)))
-            throw Exception{"Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function "
+        ColumnPtr res;
+        if (!((res = executeNumber<UInt8>(arguments))
+            || (res = executeNumber<UInt16>(arguments))
+            || (res = executeNumber<UInt32>(arguments))
+            || (res = executeNumber<UInt64>(arguments))
+            || (res = executeNumber<Int8>(arguments))
+            || (res = executeNumber<Int16>(arguments))
+            || (res = executeNumber<Int32>(arguments))
+            || (res = executeNumber<Int64>(arguments))
+            || (res = executeNumber<Float32>(arguments))
+            || (res = executeNumber<Float64>(arguments))))
+            throw Exception{"Illegal column " + arguments[0].column->getName() + " of first argument of function "
                                 + getName(),
                             ErrorCodes::ILLEGAL_COLUMN};
+
+        return res;
     }
 };
 
diff --git a/src/Functions/array/arraySlice.cpp b/src/Functions/array/arraySlice.cpp
index 8e4f05e7ac2..814385bcbe7 100644
--- a/src/Functions/array/arraySlice.cpp
+++ b/src/Functions/array/arraySlice.cpp
@@ -69,19 +69,14 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type, size_t input_rows_count) const override
     {
-        const auto & return_type = columns[result].type;
-
         if (return_type->onlyNull())
-        {
-            columns[result].column = return_type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return return_type->createColumnConstWithDefaultValue(input_rows_count);
 
-        auto & array_column = columns[arguments[0]].column;
-        const auto & offset_column = columns[arguments[1]].column;
-        const auto & length_column = arguments.size() > 2 ? columns[arguments[2]].column : nullptr;
+        auto & array_column = arguments[0].column;
+        const auto & offset_column = arguments[1].column;
+        const auto & length_column = arguments.size() > 2 ? arguments[2].column : nullptr;
 
         std::unique_ptr<GatherUtils::IArraySource> source;
 
@@ -105,8 +100,7 @@ public:
         {
             if (!length_column || length_column->onlyNull())
             {
-                columns[result].column = array_column;
-                return;
+                return array_column;
             }
             else if (isColumnConst(*length_column))
                 sink = GatherUtils::sliceFromLeftConstantOffsetBounded(*source, 0, length_column->getInt(0));
@@ -146,7 +140,7 @@ public:
                 sink = GatherUtils::sliceDynamicOffsetBounded(*source, *offset_column, *length_column);
         }
 
-        columns[result].column = std::move(sink);
+        return sink;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/arrayUniq.cpp b/src/Functions/array/arrayUniq.cpp
index 59582d23597..39d8efea3b4 100644
--- a/src/Functions/array/arrayUniq.cpp
+++ b/src/Functions/array/arrayUniq.cpp
@@ -57,7 +57,7 @@ public:
         return std::make_shared<DataTypeUInt32>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override;
 
 private:
     /// Initially allocate a piece of memory for 512 elements. NOTE: This is just a guess.
@@ -121,7 +121,7 @@ private:
 };
 
 
-void FunctionArrayUniq::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+ColumnPtr FunctionArrayUniq::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const
 {
     const ColumnArray::Offsets * offsets = nullptr;
     const size_t num_arguments = arguments.size();
@@ -131,14 +131,14 @@ void FunctionArrayUniq::executeImpl(ColumnsWithTypeAndName & columns, const Colu
     Columns array_holders;
     for (size_t i = 0; i < num_arguments; ++i)
     {
-        const ColumnPtr & array_ptr = columns[arguments[i]].column;
+        const ColumnPtr & array_ptr = arguments[i].column;
         const ColumnArray * array = checkAndGetColumn<ColumnArray>(array_ptr.get());
         if (!array)
         {
             const ColumnConst * const_array = checkAndGetColumnConst<ColumnArray>(
-                columns[arguments[i]].column.get());
+                arguments[i].column.get());
             if (!const_array)
-                throw Exception("Illegal column " + columns[arguments[i]].column->getName()
+                throw Exception("Illegal column " + arguments[i].column->getName()
                     + " of " + toString(i + 1) + "-th argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
             array_holders.emplace_back(const_array->convertToFullColumn());
@@ -196,7 +196,7 @@ void FunctionArrayUniq::executeImpl(ColumnsWithTypeAndName & columns, const Colu
             executeHashed(*offsets, data_columns, res_values);
     }
 
-    columns[result].column = std::move(res);
+    return res;
 }
 
 template <typename Method, bool has_null_map>
diff --git a/src/Functions/array/arrayWithConstant.cpp b/src/Functions/array/arrayWithConstant.cpp
index b4439e42da9..03303006842 100644
--- a/src/Functions/array/arrayWithConstant.cpp
+++ b/src/Functions/array/arrayWithConstant.cpp
@@ -47,10 +47,10 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     bool useDefaultImplementationForNulls() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t num_rows) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t num_rows) const override
     {
-        const auto * col_num = columns[arguments[0]].column.get();
-        const auto * col_value = columns[arguments[1]].column.get();
+        const auto * col_num = arguments[0].column.get();
+        const auto * col_value = arguments[1].column.get();
 
         auto offsets_col = ColumnArray::ColumnOffsets::create();
         ColumnArray::Offsets & offsets = offsets_col->getData();
@@ -72,7 +72,7 @@ public:
             offsets.push_back(offset);
         }
 
-        columns[result].column = ColumnArray::create(col_value->replicate(offsets)->convertToFullColumnIfConst(), std::move(offsets_col));
+        return ColumnArray::create(col_value->replicate(offsets)->convertToFullColumnIfConst(), std::move(offsets_col));
     }
 };
 
diff --git a/src/Functions/array/arrayZip.cpp b/src/Functions/array/arrayZip.cpp
index 1ba6142dd89..ab5dd45786c 100644
--- a/src/Functions/array/arrayZip.cpp
+++ b/src/Functions/array/arrayZip.cpp
@@ -55,7 +55,7 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeTuple>(arguments_types));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         size_t num_arguments = arguments.size();
 
@@ -65,7 +65,7 @@ public:
         for (size_t i = 0; i < num_arguments; ++i)
         {
             /// Constant columns cannot be inside tuple. It's only possible to have constant tuple as a whole.
-            ColumnPtr holder = columns[arguments[i]].column->convertToFullColumnIfConst();
+            ColumnPtr holder = arguments[i].column->convertToFullColumnIfConst();
 
             const ColumnArray * column_array = checkAndGetColumn<ColumnArray>(holder.get());
 
@@ -86,7 +86,7 @@ public:
             tuple_columns[i] = column_array->getDataPtr();
         }
 
-        columns[result].column = ColumnArray::create(
+        return ColumnArray::create(
             ColumnTuple::create(tuple_columns), static_cast<const ColumnArray &>(*first_array_column).getOffsetsPtr());
     }
 };
diff --git a/src/Functions/array/emptyArray.cpp b/src/Functions/array/emptyArray.cpp
index 22118314c74..94b28a971ca 100644
--- a/src/Functions/array/emptyArray.cpp
+++ b/src/Functions/array/emptyArray.cpp
@@ -44,11 +44,11 @@ private:
         return std::make_shared<DataTypeArray>(std::make_shared<DataType>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
         using UnderlyingColumnType = typename TypeToColumnType<typename DataType::FieldType>::ColumnType;
 
-        columns[result].column = ColumnArray::create(
+        return ColumnArray::create(
             UnderlyingColumnType::create(),
             ColumnArray::ColumnOffsets::create(input_rows_count, 0));
     }
diff --git a/src/Functions/array/emptyArrayToSingle.cpp b/src/Functions/array/emptyArrayToSingle.cpp
index d32df059a85..7b159b38f7f 100644
--- a/src/Functions/array/emptyArrayToSingle.cpp
+++ b/src/Functions/array/emptyArrayToSingle.cpp
@@ -45,7 +45,7 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 };
 
 
@@ -53,25 +53,23 @@ namespace
 {
     namespace FunctionEmptyArrayToSingleImpl
     {
-        bool executeConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count)
+        ColumnPtr executeConst(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count)
         {
-            if (const ColumnConst * const_array = checkAndGetColumnConst<ColumnArray>(columns[arguments[0]].column.get()))
+            if (const ColumnConst * const_array = checkAndGetColumnConst<ColumnArray>(arguments[0].column.get()))
             {
                 if (const_array->getValue<Array>().empty())
                 {
-                    auto nested_type = typeid_cast<const DataTypeArray &>(*columns[arguments[0]].type).getNestedType();
+                    auto nested_type = typeid_cast<const DataTypeArray &>(*arguments[0].type).getNestedType();
 
-                    columns[result].column = columns[result].type->createColumnConst(
+                    return result_type->createColumnConst(
                         input_rows_count,
                         Array{nested_type->getDefault()});
                 }
                 else
-                    columns[result].column = columns[arguments[0]].column;
-
-                return true;
+                    return arguments[0].column;
             }
             else
-                return false;
+                return nullptr;
         }
 
         template <typename T, bool nullable>
@@ -369,14 +367,14 @@ namespace
 }
 
 
-void FunctionEmptyArrayToSingle::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionEmptyArrayToSingle::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
-    if (FunctionEmptyArrayToSingleImpl::executeConst(columns, arguments, result, input_rows_count))
-        return;
+    if (auto res = FunctionEmptyArrayToSingleImpl::executeConst(arguments, result_type, input_rows_count))
+        return res;
 
-    const ColumnArray * array = checkAndGetColumn<ColumnArray>(columns[arguments[0]].column.get());
+    const ColumnArray * array = checkAndGetColumn<ColumnArray>(arguments[0].column.get());
     if (!array)
-        throw Exception("Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+        throw Exception("Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
 
     MutableColumnPtr res_ptr = array->cloneEmpty();
@@ -414,7 +412,7 @@ void FunctionEmptyArrayToSingle::executeImpl(ColumnsWithTypeAndName & columns, c
     else
         FunctionEmptyArrayToSingleImpl::executeDispatch<false>(*inner_col, src_offsets, *inner_res_col, res_offsets, src_null_map, res_null_map);
 
-    columns[result].column = std::move(res_ptr);
+    return res_ptr;
 }
 
 
diff --git a/src/Functions/array/hasAllAny.h b/src/Functions/array/hasAllAny.h
index b3622c4ad4e..ec3d479c6b3 100644
--- a/src/Functions/array/hasAllAny.h
+++ b/src/Functions/array/hasAllAny.h
@@ -49,20 +49,20 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         size_t rows = input_rows_count;
         size_t num_args = arguments.size();
 
         DataTypePtr common_type = nullptr;
-        auto commonType = [&common_type, &columns, &arguments]()
+        auto commonType = [&common_type, &arguments]()
         {
             if (common_type == nullptr)
             {
                 DataTypes data_types;
                 data_types.reserve(arguments.size());
                 for (const auto & argument : arguments)
-                    data_types.push_back(columns[argument].type);
+                    data_types.push_back(argument.type);
 
                 common_type = getLeastSupertype(data_types);
             }
@@ -74,10 +74,10 @@ public:
 
         for (size_t i = 0; i < num_args; ++i)
         {
-            const auto & argument = columns[arguments[i]];
+            const auto & argument = arguments[i];
             ColumnPtr preprocessed_column = argument.column;
 
-            const auto argument_type = typeid_cast<const DataTypeArray *>(argument.type.get());
+            const auto * argument_type = typeid_cast<const DataTypeArray *>(argument.type.get());
             const auto & nested_type = argument_type->getNestedType();
 
             /// Converts Array(Nothing) or Array(Nullable(Nothing) to common type. Example: hasAll([Null, 1], [Null]) -> 1
@@ -93,23 +93,23 @@ public:
         {
             bool is_const = false;
 
-            if (auto argument_column_const = typeid_cast<const ColumnConst *>(argument_column.get()))
+            if (const auto * argument_column_const = typeid_cast<const ColumnConst *>(argument_column.get()))
             {
                 is_const = true;
                 argument_column = argument_column_const->getDataColumnPtr();
             }
 
-            if (auto argument_column_array = typeid_cast<const ColumnArray *>(argument_column.get()))
+            if (const auto * argument_column_array = typeid_cast<const ColumnArray *>(argument_column.get()))
                 sources.emplace_back(GatherUtils::createArraySource(*argument_column_array, is_const, rows));
             else
                 throw Exception{"Arguments for function " + getName() + " must be arrays.", ErrorCodes::LOGICAL_ERROR};
         }
 
         auto result_column = ColumnUInt8::create(rows);
-        auto result_column_ptr = typeid_cast<ColumnUInt8 *>(result_column.get());
+        auto * result_column_ptr = typeid_cast<ColumnUInt8 *>(result_column.get());
         GatherUtils::sliceHas(*sources[0], *sources[1], search_type, *result_column_ptr);
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/mapOp.cpp b/src/Functions/array/mapOp.cpp
index ebd96daf871..1ffb3ad26f6 100644
--- a/src/Functions/array/mapOp.cpp
+++ b/src/Functions/array/mapOp.cpp
@@ -121,7 +121,7 @@ private:
     }
 
     template <typename KeyType, bool is_str_key, typename ValType>
-    void execute2(ColumnsWithTypeAndName & columns, const size_t result, size_t row_count, TupleMaps & args, const DataTypeTuple & res_type) const
+    ColumnPtr execute2(size_t row_count, TupleMaps & args, const DataTypeTuple & res_type) const
     {
         MutableColumnPtr res_tuple = res_type.createColumn();
 
@@ -199,18 +199,18 @@ private:
         // same offsets as in keys
         to_vals_arr.getOffsets().insert(to_keys_offset.begin(), to_keys_offset.end());
 
-        columns[result].column = std::move(res_tuple);
+        return res_tuple;
     }
 
     template <typename KeyType, bool is_str_key>
-    void execute1(ColumnsWithTypeAndName & columns, const size_t result, size_t row_count, const DataTypeTuple & res_type, TupleMaps & args) const
+    ColumnPtr execute1(size_t row_count, const DataTypeTuple & res_type, TupleMaps & args) const
     {
         const auto & promoted_type = (assert_cast<const DataTypeArray *>(res_type.getElements()[1].get()))->getNestedType();
 #define MATCH_EXECUTE(is_str) \
         switch (promoted_type->getTypeId()) { \
-            case TypeIndex::Int64: execute2<KeyType, is_str, Int64>(columns, result, row_count, args, res_type); break; \
-            case TypeIndex::UInt64: execute2<KeyType, is_str, UInt64>(columns, result, row_count, args, res_type); break; \
-            case TypeIndex::Float64: execute2<KeyType, is_str, Float64>(columns, result, row_count, args, res_type); break; \
+            case TypeIndex::Int64: return execute2<KeyType, is_str, Int64>(row_count, args, res_type); \
+            case TypeIndex::UInt64: return execute2<KeyType, is_str, UInt64>(row_count, args, res_type); \
+            case TypeIndex::Float64: return execute2<KeyType, is_str, Float64>(row_count, args, res_type); \
             default: \
                 throw Exception{"Illegal columns in arguments of function " + getName(), ErrorCodes::ILLEGAL_COLUMN}; \
         }
@@ -226,9 +226,9 @@ private:
 #undef MATCH_EXECUTE
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        const DataTypeTuple * tup_type = checkAndGetDataType<DataTypeTuple>((columns[arguments[0]]).type.get());
+        const DataTypeTuple * tup_type = checkAndGetDataType<DataTypeTuple>((arguments[0]).type.get());
         const DataTypeArray * key_array_type = checkAndGetDataType<DataTypeArray>(tup_type->getElements()[0].get());
         const DataTypeArray * val_array_type = checkAndGetDataType<DataTypeArray>(tup_type->getElements()[1].get());
 
@@ -241,9 +241,8 @@ private:
         args.reserve(arguments.size());
 
         //prepare columns, extract data columns for direct access and put them to the vector
-        for (auto arg : arguments)
+        for (const auto & col : arguments)
         {
-            auto & col = columns[arg];
             const ColumnTuple * tup;
             bool is_const = isColumnConst(*col.column);
             if (is_const)
@@ -274,46 +273,36 @@ private:
             args.push_back({key_column, val_column, key_offsets, val_offsets, is_const});
         }
 
-        size_t row_count = columns[arguments[0]].column->size();
+        size_t row_count = arguments[0].column->size();
         auto key_type_id = key_array_type->getNestedType()->getTypeId();
 
         switch (key_type_id)
         {
             case TypeIndex::Enum8:
             case TypeIndex::Int8:
-                execute1<Int8, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<Int8, false>(row_count, res_type, args);
             case TypeIndex::Enum16:
             case TypeIndex::Int16:
-                execute1<Int16, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<Int16, false>(row_count, res_type, args);
             case TypeIndex::Int32:
-                execute1<Int32, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<Int32, false>(row_count, res_type, args);
             case TypeIndex::Int64:
-                execute1<Int64, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<Int64, false>(row_count, res_type, args);
             case TypeIndex::UInt8:
-                execute1<UInt8, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<UInt8, false>(row_count, res_type, args);
             case TypeIndex::Date:
             case TypeIndex::UInt16:
-                execute1<UInt16, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<UInt16, false>(row_count, res_type, args);
             case TypeIndex::DateTime:
             case TypeIndex::UInt32:
-                execute1<UInt32, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<UInt32, false>(row_count, res_type, args);
             case TypeIndex::UInt64:
-                execute1<UInt64, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<UInt64, false>(row_count, res_type, args);
             case TypeIndex::UUID:
-                execute1<UInt128, false>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<UInt128, false>(row_count, res_type, args);
             case TypeIndex::FixedString:
             case TypeIndex::String:
-                execute1<String, true>(columns, result, row_count, res_type, args);
-                break;
+                return execute1<String, true>(row_count, res_type, args);
             default:
                 throw Exception{"Illegal columns in arguments of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
diff --git a/src/Functions/array/mapPopulateSeries.cpp b/src/Functions/array/mapPopulateSeries.cpp
index 555271a7f46..e740bbbef4a 100644
--- a/src/Functions/array/mapPopulateSeries.cpp
+++ b/src/Functions/array/mapPopulateSeries.cpp
@@ -71,9 +71,7 @@ private:
     }
 
     template <typename KeyType, typename ValType>
-    void execute2(
-            ColumnsWithTypeAndName & columns, size_t result, ColumnPtr key_column, ColumnPtr val_column, ColumnPtr max_key_column, const DataTypeTuple & res_type)
-        const
+    ColumnPtr execute2(ColumnPtr key_column, ColumnPtr val_column, ColumnPtr max_key_column, const DataTypeTuple & res_type) const
     {
         MutableColumnPtr res_tuple = res_type.createColumn();
 
@@ -213,50 +211,40 @@ private:
         }
 
         to_vals_arr.getOffsets().insert(to_keys_offsets.begin(), to_keys_offsets.end());
-        columns[result].column = std::move(res_tuple);
+        return res_tuple;
     }
 
     template <typename KeyType>
-    void execute1(
-            ColumnsWithTypeAndName & columns, size_t result, ColumnPtr key_column, ColumnPtr val_column, ColumnPtr max_key_column, const DataTypeTuple & res_type)
-        const
+    ColumnPtr execute1(ColumnPtr key_column, ColumnPtr val_column, ColumnPtr max_key_column, const DataTypeTuple & res_type) const
     {
         const auto & val_type = (assert_cast<const DataTypeArray *>(res_type.getElements()[1].get()))->getNestedType();
         switch (val_type->getTypeId())
         {
             case TypeIndex::Int8:
-                execute2<KeyType, Int8>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, Int8>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::Int16:
-                execute2<KeyType, Int16>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, Int16>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::Int32:
-                execute2<KeyType, Int32>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, Int32>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::Int64:
-                execute2<KeyType, Int64>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, Int64>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::UInt8:
-                execute2<KeyType, UInt8>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, UInt8>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::UInt16:
-                execute2<KeyType, UInt16>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, UInt16>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::UInt32:
-                execute2<KeyType, UInt32>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, UInt32>(key_column, val_column, max_key_column, res_type);
             case TypeIndex::UInt64:
-                execute2<KeyType, UInt64>(columns, result, key_column, val_column, max_key_column, res_type);
-                break;
+                return execute2<KeyType, UInt64>(key_column, val_column, max_key_column, res_type);
             default:
                 throw Exception{"Illegal columns in arguments of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        auto col1 = columns[arguments[0]];
-        auto col2 = columns[arguments[1]];
+        auto col1 = arguments[0];
+        auto col2 = arguments[1];
 
         const auto * k = assert_cast<const DataTypeArray *>(col1.type.get());
         const auto * v = assert_cast<const DataTypeArray *>(col2.type.get());
@@ -270,35 +258,27 @@ private:
         if (arguments.size() == 3)
         {
             /* max key provided */
-            max_key_column = columns[arguments[2]].column;
+            max_key_column = arguments[2].column;
         }
 
         switch (k->getNestedType()->getTypeId())
         {
             case TypeIndex::Int8:
-                execute1<Int8>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<Int8>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::Int16:
-                execute1<Int16>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<Int16>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::Int32:
-                execute1<Int32>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<Int32>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::Int64:
-                execute1<Int64>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<Int64>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::UInt8:
-                execute1<UInt8>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<UInt8>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::UInt16:
-                execute1<UInt16>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<UInt16>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::UInt32:
-                execute1<UInt32>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<UInt32>(col1.column, col2.column, max_key_column, res_type);
             case TypeIndex::UInt64:
-                execute1<UInt64>(columns, result, col1.column, col2.column, max_key_column, res_type);
-                break;
+                return execute1<UInt64>(col1.column, col2.column, max_key_column, res_type);
             default:
                 throw Exception{"Illegal columns in arguments of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
diff --git a/src/Functions/array/range.cpp b/src/Functions/array/range.cpp
index b4195760322..bcf936a7329 100644
--- a/src/Functions/array/range.cpp
+++ b/src/Functions/array/range.cpp
@@ -57,7 +57,7 @@ private:
     }
 
     template <typename T>
-    bool executeInternal(ColumnsWithTypeAndName & columns, const IColumn * arg, const size_t result) const
+    ColumnPtr executeInternal(const IColumn * arg) const
     {
         if (const auto in = checkAndGetColumn<ColumnVector<T>>(arg))
         {
@@ -94,22 +94,19 @@ private:
                 out_offsets[row_idx] = offset;
             }
 
-            columns[result].column = ColumnArray::create(std::move(data_col), std::move(offsets_col));
-            return true;
+            return ColumnArray::create(std::move(data_col), std::move(offsets_col));
         }
         else
-            return false;
+            return nullptr;
     }
 
     template <typename T>
-    bool executeConstStartStep(
-            ColumnsWithTypeAndName & columns, const IColumn * end_arg, const T start, const T step, const size_t input_rows_count, const size_t result) const
+    ColumnPtr executeConstStartStep(
+            const IColumn * end_arg, const T start, const T step, const size_t input_rows_count) const
     {
         auto end_column = checkAndGetColumn<ColumnVector<T>>(end_arg);
         if (!end_column)
-        {
-            return false;
-        }
+            return nullptr;
 
         const auto & end_data = end_column->getData();
 
@@ -157,20 +154,17 @@ private:
             out_offsets[row_idx] = offset;
         }
 
-        columns[result].column = ColumnArray::create(std::move(data_col), std::move(offsets_col));
-        return true;
+        return ColumnArray::create(std::move(data_col), std::move(offsets_col));
     }
 
     template <typename T>
-    bool executeConstStep(
-            ColumnsWithTypeAndName & columns, const IColumn * start_arg, const IColumn * end_arg, const T step, const size_t input_rows_count, const size_t result) const
+    ColumnPtr executeConstStep(
+        const IColumn * start_arg, const IColumn * end_arg, const T step, const size_t input_rows_count) const
     {
         auto start_column = checkAndGetColumn<ColumnVector<T>>(start_arg);
         auto end_column = checkAndGetColumn<ColumnVector<T>>(end_arg);
         if (!end_column || !start_column)
-        {
-            return false;
-        }
+            return nullptr;
 
         const auto & start_data = start_column->getData();
         const auto & end_data = end_column->getData();
@@ -219,20 +213,17 @@ private:
             out_offsets[row_idx] = offset;
         }
 
-        columns[result].column = ColumnArray::create(std::move(data_col), std::move(offsets_col));
-        return true;
+        return ColumnArray::create(std::move(data_col), std::move(offsets_col));
     }
 
     template <typename T>
-    bool executeConstStart(
-            ColumnsWithTypeAndName & columns, const IColumn * end_arg, const IColumn * step_arg, const T start, const size_t input_rows_count, const size_t result) const
+    ColumnPtr executeConstStart(
+            const IColumn * end_arg, const IColumn * step_arg, const T start, const size_t input_rows_count) const
     {
         auto end_column = checkAndGetColumn<ColumnVector<T>>(end_arg);
         auto step_column = checkAndGetColumn<ColumnVector<T>>(step_arg);
         if (!end_column || !step_column)
-        {
-            return false;
-        }
+            return nullptr;
 
         const auto & end_data = end_column->getData();
         const auto & step_data = step_column->getData();
@@ -281,23 +272,19 @@ private:
             out_offsets[row_idx] = offset;
         }
 
-        columns[result].column = ColumnArray::create(std::move(data_col), std::move(offsets_col));
-        return true;
+        return ColumnArray::create(std::move(data_col), std::move(offsets_col));
     }
 
     template <typename T>
-    bool executeGeneric(
-            ColumnsWithTypeAndName & block, const IColumn * start_col, const IColumn * end_col, const IColumn * step_col,
-            const size_t input_rows_count, const size_t result) const
+    ColumnPtr executeGeneric(
+        const IColumn * start_col, const IColumn * end_col, const IColumn * step_col, const size_t input_rows_count) const
     {
         auto start_column = checkAndGetColumn<ColumnVector<T>>(start_col);
         auto end_column = checkAndGetColumn<ColumnVector<T>>(end_col);
         auto step_column = checkAndGetColumn<ColumnVector<T>>(step_col);
 
         if (!start_column || !end_column || !step_column)
-        {
-            return false;
-        }
+            return nullptr;
 
         const auto & start_data = start_column->getData();
         const auto & end_start = end_column->getData();
@@ -347,36 +334,36 @@ private:
             out_offsets[row_idx] = offset;
         }
 
-        block[result].column = ColumnArray::create(std::move(data_col), std::move(offsets_col));
-        return true;
+        return ColumnArray::create(std::move(data_col), std::move(offsets_col));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
+        ColumnPtr res;
         if (arguments.size() == 1)
         {
-            const auto * col = columns[arguments[0]].column.get();
-            if (!executeInternal<UInt8>(columns, col, result) &&
-                !executeInternal<UInt16>(columns, col, result) &&
-                !executeInternal<UInt32>(columns, col, result) &&
-                !executeInternal<UInt64>(columns, col, result))
+            const auto * col = arguments[0].column.get();
+            if (!((res = executeInternal<UInt8>(col))
+                || (res = executeInternal<UInt16>(col))
+                || (res = executeInternal<UInt32>(col))
+                || (res = executeInternal<UInt64>(col))))
             {
                 throw Exception{"Illegal column " + col->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
             }
-            return;
+            return res;
         }
 
         Columns columns_holder(3);
         ColumnRawPtrs column_ptrs(3);
 
-        const auto return_type = checkAndGetDataType<DataTypeArray>(columns[result].type.get())->getNestedType();
+        const auto return_type = checkAndGetDataType<DataTypeArray>(result_type.get())->getNestedType();
 
         for (size_t i = 0; i < arguments.size(); ++i)
         {
             if (i == 1)
-                columns_holder[i] = castColumn(columns[arguments[i]], return_type)->convertToFullColumnIfConst();
+                columns_holder[i] = castColumn(arguments[i], return_type)->convertToFullColumnIfConst();
             else
-                columns_holder[i] = castColumn(columns[arguments[i]], return_type);
+                columns_holder[i] = castColumn(arguments[i], return_type);
 
             column_ptrs[i] = columns_holder[i].get();
         }
@@ -390,47 +377,48 @@ private:
 
         bool is_start_const = isColumnConst(*column_ptrs[0]);
         bool is_step_const = isColumnConst(*column_ptrs[2]);
-        bool ok;
         if (is_start_const && is_step_const)
         {
             UInt64 start = assert_cast<const ColumnConst &>(*column_ptrs[0]).getUInt(0);
             UInt64 step = assert_cast<const ColumnConst &>(*column_ptrs[2]).getUInt(0);
 
-            ok = executeConstStartStep<UInt8>(columns, column_ptrs[1], start, step, input_rows_count, result) ||
-                 executeConstStartStep<UInt16>(columns, column_ptrs[1], start, step, input_rows_count, result) ||
-                 executeConstStartStep<UInt32>(columns, column_ptrs[1], start, step, input_rows_count, result) ||
-                 executeConstStartStep<UInt64>(columns, column_ptrs[1], start, step, input_rows_count, result);
+            if ((res = executeConstStartStep<UInt8>(column_ptrs[1], start, step, input_rows_count)) ||
+                (res = executeConstStartStep<UInt16>(column_ptrs[1], start, step, input_rows_count)) ||
+                (res = executeConstStartStep<UInt32>(column_ptrs[1], start, step, input_rows_count)) ||
+                (res = executeConstStartStep<UInt64>(column_ptrs[1], start, step, input_rows_count))) {}
         }
         else if (is_start_const && !is_step_const)
         {
             UInt64 start = assert_cast<const ColumnConst &>(*column_ptrs[0]).getUInt(0);
 
-            ok = executeConstStart<UInt8>(columns, column_ptrs[1], column_ptrs[2], start, input_rows_count, result) ||
-                 executeConstStart<UInt16>(columns, column_ptrs[1], column_ptrs[2], start, input_rows_count, result) ||
-                 executeConstStart<UInt32>(columns, column_ptrs[1], column_ptrs[2], start, input_rows_count, result) ||
-                 executeConstStart<UInt64>(columns, column_ptrs[1], column_ptrs[2], start, input_rows_count, result);
+            if ((res = executeConstStart<UInt8>(column_ptrs[1], column_ptrs[2], start, input_rows_count)) ||
+                (res = executeConstStart<UInt16>(column_ptrs[1], column_ptrs[2], start, input_rows_count)) ||
+                (res = executeConstStart<UInt32>(column_ptrs[1], column_ptrs[2], start, input_rows_count)) ||
+                (res = executeConstStart<UInt64>(column_ptrs[1], column_ptrs[2], start, input_rows_count))) {}
         }
         else if (!is_start_const && is_step_const)
         {
             UInt64 step = assert_cast<const ColumnConst &>(*column_ptrs[2]).getUInt(0);
 
-            ok = executeConstStep<UInt8>(columns, column_ptrs[0], column_ptrs[1], step, input_rows_count, result) ||
-                 executeConstStep<UInt16>(columns, column_ptrs[0], column_ptrs[1], step, input_rows_count, result) ||
-                 executeConstStep<UInt32>(columns, column_ptrs[0], column_ptrs[1], step, input_rows_count, result) ||
-                 executeConstStep<UInt64>(columns, column_ptrs[0], column_ptrs[1], step, input_rows_count, result);
+            if ((res = executeConstStep<UInt8>(column_ptrs[0], column_ptrs[1], step, input_rows_count)) ||
+                (res = executeConstStep<UInt16>(column_ptrs[0], column_ptrs[1], step, input_rows_count)) ||
+                (res = executeConstStep<UInt32>(column_ptrs[0], column_ptrs[1], step, input_rows_count)) ||
+                (res = executeConstStep<UInt64>(column_ptrs[0], column_ptrs[1], step, input_rows_count))) {}
         }
         else
         {
-            ok = executeGeneric<UInt8>(columns, column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count, result) ||
-                 executeGeneric<UInt16>(columns, column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count, result) ||
-                 executeGeneric<UInt32>(columns, column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count, result) ||
-                 executeGeneric<UInt64>(columns, column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count, result);
+            if ((res = executeGeneric<UInt8>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)) ||
+                (res = executeGeneric<UInt16>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)) ||
+                (res = executeGeneric<UInt32>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)) ||
+                (res = executeGeneric<UInt64>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count))) {}
         }
 
-        if (!ok)
+        if (!res)
         {
             throw Exception{"Illegal columns " + column_ptrs[0]->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
+
+        return res;
     }
 
 };
diff --git a/src/Functions/assumeNotNull.cpp b/src/Functions/assumeNotNull.cpp
index 2df03171050..2b4c4ae6159 100644
--- a/src/Functions/assumeNotNull.cpp
+++ b/src/Functions/assumeNotNull.cpp
@@ -39,15 +39,14 @@ public:
         return removeNullable(arguments[0]);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        const ColumnPtr & col = columns[arguments[0]].column;
-        ColumnPtr & res_col = columns[result].column;
+        const ColumnPtr & col = arguments[0].column;
 
         if (const auto * nullable_col = checkAndGetColumn<ColumnNullable>(*col))
-            res_col = nullable_col->getNestedColumnPtr();
+            return nullable_col->getNestedColumnPtr();
         else
-            res_col = col;
+            return col;
     }
 };
 
diff --git a/src/Functions/bar.cpp b/src/Functions/bar.cpp
index b7cca77be41..c3c3c8ce8e5 100644
--- a/src/Functions/bar.cpp
+++ b/src/Functions/bar.cpp
@@ -67,13 +67,13 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1, 2, 3}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        Int64 min = extractConstant<Int64>(columns, arguments, 1, "Second"); /// The level at which the line has zero length.
-        Int64 max = extractConstant<Int64>(columns, arguments, 2, "Third"); /// The level at which the line has the maximum length.
+        Int64 min = extractConstant<Int64>(arguments, 1, "Second"); /// The level at which the line has zero length.
+        Int64 max = extractConstant<Int64>(arguments, 2, "Third"); /// The level at which the line has the maximum length.
 
         /// The maximum width of the bar in characters, by default.
-        Float64 max_width = arguments.size() == 4 ? extractConstant<Float64>(columns, arguments, 3, "Fourth") : 80;
+        Float64 max_width = arguments.size() == 4 ? extractConstant<Float64>(arguments, 3, "Fourth") : 80;
 
         if (max_width < 1)
             throw Exception("Max_width argument must be >= 1.", ErrorCodes::ARGUMENT_OUT_OF_BOUND);
@@ -81,7 +81,7 @@ public:
         if (max_width > 1000)
             throw Exception("Too large max_width.", ErrorCodes::ARGUMENT_OUT_OF_BOUND);
 
-        const auto & src = *columns[arguments[0]].column;
+        const auto & src = *arguments[0].column;
 
         auto res_column = ColumnString::create();
 
@@ -96,19 +96,19 @@ public:
             || executeNumber<Float32>(src, *res_column, min, max, max_width)
             || executeNumber<Float64>(src, *res_column, min, max, max_width))
         {
-            columns[result].column = std::move(res_column);
+            return res_column;
         }
         else
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 
 private:
     template <typename T>
-    T extractConstant(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t argument_pos, const char * which_argument) const
+    T extractConstant(ColumnsWithTypeAndName & arguments, size_t argument_pos, const char * which_argument) const
     {
-        const auto & column = *columns[arguments[argument_pos]].column;
+        const auto & column = *arguments[argument_pos].column;
 
         if (!isColumnConst(column))
             throw Exception(
diff --git a/src/Functions/bitmaskToList.cpp b/src/Functions/bitmaskToList.cpp
index bc938b6570c..0eb9b36e7eb 100644
--- a/src/Functions/bitmaskToList.cpp
+++ b/src/Functions/bitmaskToList.cpp
@@ -1,6 +1,5 @@
 #include <Functions/FunctionFactory.h>
 #include <Functions/IFunctionImpl.h>
-#include <Functions/FunctionHelpers.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnVector.h>
 #include <DataTypes/DataTypeString.h>
@@ -53,19 +52,22 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        if (!(executeType<UInt8>(columns, result)
-            || executeType<UInt16>(columns, result)
-            || executeType<UInt32>(columns, result)
-            || executeType<UInt64>(columns, result)
-            || executeType<Int8>(columns, result)
-            || executeType<Int16>(columns, result)
-            || executeType<Int32>(columns, result)
-            || executeType<Int64>(columns, result)))
-            throw Exception("Illegal column " + columns[0].column->getName()
+        ColumnPtr res;
+        if (!((res = executeType<UInt8>(arguments))
+            || (res = executeType<UInt16>(arguments))
+            || (res = executeType<UInt32>(arguments))
+            || (res = executeType<UInt64>(arguments))
+            || (res = executeType<Int8>(arguments))
+            || (res = executeType<Int16>(arguments))
+            || (res = executeType<Int32>(arguments))
+            || (res = executeType<Int64>(arguments))))
+            throw Exception("Illegal column " + arguments[0].column->getName()
                             + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
+
+        return res;
     }
 
 private:
@@ -89,7 +91,7 @@ private:
     }
 
     template <typename T>
-    bool executeType(ColumnsWithTypeAndName & columns, size_t result) const
+    ColumnPtr executeType(ColumnsWithTypeAndName & columns) const
     {
         if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(columns[0].column.get()))
         {
@@ -112,14 +114,10 @@ private:
             }
 
             buf_to.finalize();
-            columns[result].column = std::move(col_to);
-        }
-        else
-        {
-            return false;
+            return col_to;
         }
 
-        return true;
+        return nullptr;
     }
 };
 
diff --git a/src/Functions/blockNumber.cpp b/src/Functions/blockNumber.cpp
index c5b0b57db0b..ef25bb75c73 100644
--- a/src/Functions/blockNumber.cpp
+++ b/src/Functions/blockNumber.cpp
@@ -51,10 +51,10 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
         size_t current_columns_number = columns_number++;
-        columns[result].column = ColumnUInt64::create(input_rows_count, current_columns_number);
+        return ColumnUInt64::create(input_rows_count, current_columns_number);
     }
 };
 
diff --git a/src/Functions/blockSerializedSize.cpp b/src/Functions/blockSerializedSize.cpp
index 8281a6ef854..07ae0d17173 100644
--- a/src/Functions/blockSerializedSize.cpp
+++ b/src/Functions/blockSerializedSize.cpp
@@ -30,15 +30,14 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         UInt64 size = 0;
 
-        for (auto arg_pos : arguments)
-            size += columnsSerializedSizeOne(columns[arg_pos]);
+        for (const auto & arg : arguments)
+            size += columnsSerializedSizeOne(arg);
 
-        columns[result].column = DataTypeUInt64().createColumnConst(
-            input_rows_count, size)->convertToFullColumnIfConst();
+        return DataTypeUInt64().createColumnConst(input_rows_count, size)->convertToFullColumnIfConst();
     }
 
     static UInt64 columnsSerializedSizeOne(const ColumnWithTypeAndName & elem)
diff --git a/src/Functions/blockSize.cpp b/src/Functions/blockSize.cpp
index da11ae83810..a117493e07f 100644
--- a/src/Functions/blockSize.cpp
+++ b/src/Functions/blockSize.cpp
@@ -43,9 +43,9 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = ColumnUInt64::create(input_rows_count, input_rows_count);
+        return ColumnUInt64::create(input_rows_count, input_rows_count);
     }
 };
 
diff --git a/src/Functions/buildId.cpp b/src/Functions/buildId.cpp
index 7c0955e38f0..75fe2cab076 100644
--- a/src/Functions/buildId.cpp
+++ b/src/Functions/buildId.cpp
@@ -38,9 +38,9 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeString().createColumnConst(input_rows_count, SymbolIndex::instance().getBuildIDHex());
+        return DataTypeString().createColumnConst(input_rows_count, SymbolIndex::instance().getBuildIDHex());
     }
 };
 
diff --git a/src/Functions/caseWithExpression.cpp b/src/Functions/caseWithExpression.cpp
index 13e19f1eaef..711cea8f460 100644
--- a/src/Functions/caseWithExpression.cpp
+++ b/src/Functions/caseWithExpression.cpp
@@ -1,7 +1,6 @@
 #include <Functions/FunctionFactory.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/getLeastSupertype.h>
-#include <ext/map.h>
 
 
 namespace DB
@@ -46,7 +45,7 @@ public:
         return getLeastSupertype(dst_array_types);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         if (args.empty())
             throw Exception{"Function " + getName() + " expects at least 1 argument",
@@ -61,11 +60,9 @@ public:
         /// then we perform it.
 
         /// Create the arrays required by the transform function.
-        ColumnNumbers src_array_args;
         ColumnsWithTypeAndName src_array_elems;
         DataTypes src_array_types;
 
-        ColumnNumbers dst_array_args;
         ColumnsWithTypeAndName dst_array_elems;
         DataTypes dst_array_types;
 
@@ -73,42 +70,31 @@ public:
         {
             if (i % 2)
             {
-                src_array_args.push_back(args[i]);
-                src_array_elems.push_back(columns[args[i]]);
-                src_array_types.push_back(columns[args[i]].type);
+                src_array_elems.push_back(args[i]);
+                src_array_types.push_back(args[i].type);
             }
             else
             {
-                dst_array_args.push_back(args[i]);
-                dst_array_elems.push_back(columns[args[i]]);
-                dst_array_types.push_back(columns[args[i]].type);
+                dst_array_elems.push_back(args[i]);
+                dst_array_types.push_back(args[i].type);
             }
         }
 
         DataTypePtr src_array_type = std::make_shared<DataTypeArray>(getLeastSupertype(src_array_types));
         DataTypePtr dst_array_type = std::make_shared<DataTypeArray>(getLeastSupertype(dst_array_types));
 
-        ColumnsWithTypeAndName temp_columns_columns = columns;
-
-        size_t src_array_pos = temp_columns_columns.size();
-        temp_columns_columns.emplace_back(ColumnWithTypeAndName {nullptr, src_array_type, ""});
-
-        size_t dst_array_pos = temp_columns_columns.size();
-        temp_columns_columns.emplace_back(ColumnWithTypeAndName{nullptr, dst_array_type, ""});
+        ColumnWithTypeAndName src_array_col{nullptr, src_array_type, ""};
+        ColumnWithTypeAndName dst_array_col{nullptr, dst_array_type, ""};
 
         auto fun_array = FunctionFactory::instance().get("array", context);
 
-        fun_array->build(src_array_elems)->execute(temp_columns_columns, src_array_args, src_array_pos, input_rows_count);
-        fun_array->build(dst_array_elems)->execute(temp_columns_columns, dst_array_args, dst_array_pos, input_rows_count);
+        src_array_col.column = fun_array->build(src_array_elems)->execute(src_array_elems, src_array_type, input_rows_count);
+        dst_array_col.column = fun_array->build(dst_array_elems)->execute(dst_array_elems, dst_array_type, input_rows_count);
 
         /// Execute transform.
-        ColumnNumbers transform_args{args.front(), src_array_pos, dst_array_pos, args.back()};
-        FunctionFactory::instance().get("transform", context)->build(
-            ext::map<ColumnsWithTypeAndName>(transform_args, [&](auto i){ return temp_columns_columns[i]; }))
-            ->execute(temp_columns_columns, transform_args, result, input_rows_count);
-
-        /// Put the result into the original columns.
-        columns[result].column = std::move(temp_columns_columns[result].column);
+        ColumnsWithTypeAndName transform_args{args.front(), src_array_col, dst_array_col, args.back()};
+        return FunctionFactory::instance().get("transform", context)->build(transform_args)
+            ->execute(transform_args, result_type, input_rows_count);
     }
 
 private:
diff --git a/src/Functions/coalesce.cpp b/src/Functions/coalesce.cpp
index 1f9f4f331a7..f237bccb1d9 100644
--- a/src/Functions/coalesce.cpp
+++ b/src/Functions/coalesce.cpp
@@ -87,17 +87,17 @@ public:
         return res;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /// coalesce(arg0, arg1, ..., argN) is essentially
         /// multiIf(isNotNull(arg0), assumeNotNull(arg0), isNotNull(arg1), assumeNotNull(arg1), ..., argN)
         /// with constant NULL arguments removed.
 
-        ColumnNumbers filtered_args;
+        ColumnsWithTypeAndName filtered_args;
         filtered_args.reserve(arguments.size());
         for (const auto & arg : arguments)
         {
-            const auto & type = columns[arg].type;
+            const auto & type = arg.type;
 
             if (type->onlyNull())
                 continue;
@@ -112,13 +112,11 @@ public:
         auto assume_not_null = FunctionFactory::instance().get("assumeNotNull", context);
         auto multi_if = FunctionFactory::instance().get("multiIf", context);
 
-        ColumnNumbers multi_if_args;
-
-        ColumnsWithTypeAndName temp_columns_columns = columns;
+        ColumnsWithTypeAndName multi_if_args;
+        ColumnsWithTypeAndName tmp_args(1);
 
         for (size_t i = 0; i < filtered_args.size(); ++i)
         {
-            size_t res_pos = temp_columns_columns.size();
             bool is_last = i + 1 == filtered_args.size();
 
             if (is_last)
@@ -127,40 +125,27 @@ public:
             }
             else
             {
-                temp_columns_columns.emplace_back(ColumnWithTypeAndName{nullptr, std::make_shared<DataTypeUInt8>(), ""});
-                is_not_null->build({temp_columns_columns[filtered_args[i]]})->execute(temp_columns_columns, {filtered_args[i]}, res_pos, input_rows_count);
-                temp_columns_columns.emplace_back(ColumnWithTypeAndName{nullptr, removeNullable(columns[filtered_args[i]].type), ""});
-                assume_not_null->build({temp_columns_columns[filtered_args[i]]})->execute(temp_columns_columns, {filtered_args[i]}, res_pos + 1, input_rows_count);
+                tmp_args[0] = filtered_args[i];
+                auto & cond = multi_if_args.emplace_back(ColumnWithTypeAndName{nullptr, std::make_shared<DataTypeUInt8>(), ""});
+                cond.column = is_not_null->build(tmp_args)->execute(tmp_args, cond.type, input_rows_count);
 
-                multi_if_args.push_back(res_pos);
-                multi_if_args.push_back(res_pos + 1);
+                tmp_args[0] = filtered_args[i];
+                auto & val = multi_if_args.emplace_back(ColumnWithTypeAndName{nullptr, removeNullable(filtered_args[i].type), ""});
+                val.column = assume_not_null->build(tmp_args)->execute(tmp_args, val.type, input_rows_count);
             }
         }
 
         /// If all arguments appeared to be NULL.
         if (multi_if_args.empty())
-        {
-            columns[result].column = columns[result].type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
         if (multi_if_args.size() == 1)
-        {
-            columns[result].column = columns[multi_if_args.front()].column;
-            return;
-        }
+            return multi_if_args.front().column;
 
-        ColumnsWithTypeAndName multi_if_args_elems;
-        multi_if_args_elems.reserve(multi_if_args.size());
-        for (auto column_num : multi_if_args)
-            multi_if_args_elems.emplace_back(temp_columns_columns[column_num]);
-
-        multi_if->build(multi_if_args_elems)->execute(temp_columns_columns, multi_if_args, result, input_rows_count);
-
-        ColumnPtr res = std::move(temp_columns_columns[result].column);
+        ColumnPtr res = multi_if->build(multi_if_args)->execute(multi_if_args, result_type, input_rows_count);
 
         /// if last argument is not nullable, result should be also not nullable
-        if (!columns[multi_if_args.back()].column->isNullable() && res->isNullable())
+        if (!multi_if_args.back().column->isNullable() && res->isNullable())
         {
             if (const auto * column_lc = checkAndGetColumn<ColumnLowCardinality>(*res))
                 res = checkAndGetColumn<ColumnNullable>(*column_lc->convertToFullColumn())->getNestedColumnPtr();
@@ -170,7 +155,7 @@ public:
                 res = checkAndGetColumn<ColumnNullable>(*res)->getNestedColumnPtr();
         }
 
-        columns[result].column = std::move(res);
+        return res;
     }
 
 private:
diff --git a/src/Functions/concat.cpp b/src/Functions/concat.cpp
index d53c98a9713..2a18c9f9a60 100644
--- a/src/Functions/concat.cpp
+++ b/src/Functions/concat.cpp
@@ -72,25 +72,25 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         /// Format function is not proven to be faster for two arguments.
         /// Actually there is overhead of 2 to 5 extra instructions for each string for checking empty strings in FormatImpl.
         /// Though, benchmarks are really close, for most examples we saw executeBinary is slightly faster (0-3%).
         /// For 3 and more arguments FormatImpl is much faster (up to 50-60%).
         if (arguments.size() == 2)
-            executeBinary(columns, arguments, result, input_rows_count);
+            return executeBinary(arguments, input_rows_count);
         else
-            executeFormatImpl(columns, arguments, result, input_rows_count);
+            return executeFormatImpl(arguments, input_rows_count);
     }
 
 private:
     const Context & context;
 
-    void executeBinary(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count) const
+    ColumnPtr executeBinary(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
-        const IColumn * c0 = columns[arguments[0]].column.get();
-        const IColumn * c1 = columns[arguments[1]].column.get();
+        const IColumn * c0 = arguments[0].column.get();
+        const IColumn * c1 = arguments[1].column.get();
 
         const ColumnString * c0_string = checkAndGetColumn<ColumnString>(c0);
         const ColumnString * c1_string = checkAndGetColumn<ColumnString>(c1);
@@ -108,14 +108,13 @@ private:
         else
         {
             /// Fallback: use generic implementation for not very important cases.
-            executeFormatImpl(columns, arguments, result, input_rows_count);
-            return;
+            return executeFormatImpl(arguments, input_rows_count);
         }
 
-        columns[result].column = std::move(c_res);
+        return c_res;
     }
 
-    void executeFormatImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count) const
+    ColumnPtr executeFormatImpl(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
         const size_t num_arguments = arguments.size();
         assert(num_arguments >= 2);
@@ -129,7 +128,7 @@ private:
         bool has_column_fixed_string = false;
         for (size_t i = 0; i < num_arguments; ++i)
         {
-            const ColumnPtr & column = columns[arguments[i]].column;
+            const ColumnPtr & column = arguments[i].column;
             if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
             {
                 has_column_string = true;
@@ -169,7 +168,7 @@ private:
             c_res->getOffsets(),
             input_rows_count);
 
-        columns[result].column = std::move(c_res);
+        return c_res;
     }
 };
 
diff --git a/src/Functions/convertCharset.cpp b/src/Functions/convertCharset.cpp
index fc6f405685c..ac5413b262b 100644
--- a/src/Functions/convertCharset.cpp
+++ b/src/Functions/convertCharset.cpp
@@ -184,11 +184,11 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1, 2}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnWithTypeAndName & arg_from = columns[arguments[0]];
-        const ColumnWithTypeAndName & arg_charset_from = columns[arguments[1]];
-        const ColumnWithTypeAndName & arg_charset_to = columns[arguments[2]];
+        const ColumnWithTypeAndName & arg_from = arguments[0];
+        const ColumnWithTypeAndName & arg_charset_from = arguments[1];
+        const ColumnWithTypeAndName & arg_charset_to = arguments[2];
 
         const ColumnConst * col_charset_from = checkAndGetColumnConstStringOrFixedString(arg_charset_from.column.get());
         const ColumnConst * col_charset_to = checkAndGetColumnConstStringOrFixedString(arg_charset_to.column.get());
@@ -204,7 +204,7 @@ public:
         {
             auto col_to = ColumnString::create();
             convert(charset_from, charset_to, col_from->getChars(), col_from->getOffsets(), col_to->getChars(), col_to->getOffsets());
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
             throw Exception("Illegal column passed as first argument of function " + getName() + " (must be ColumnString).",
diff --git a/src/Functions/countDigits.cpp b/src/Functions/countDigits.cpp
index 5faf00158ce..1e5a75e1ea5 100644
--- a/src/Functions/countDigits.cpp
+++ b/src/Functions/countDigits.cpp
@@ -48,9 +48,9 @@ public:
         return std::make_shared<DataTypeUInt8>(); /// Up to 255 decimal digits.
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_pos, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto & src_column = columns[arguments[0]];
+        const auto & src_column = arguments[0];
         if (!src_column.column)
             throw Exception("Illegal column while execute function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
@@ -76,7 +76,7 @@ public:
             throw Exception("Wrong call for " + getName() + " with " + src_column.type->getName(),
                             ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result_pos].column = std::move(result_column);
+        return result_column;
     }
 
 private:
diff --git a/src/Functions/currentDatabase.cpp b/src/Functions/currentDatabase.cpp
index eb084458506..aff224d5240 100644
--- a/src/Functions/currentDatabase.cpp
+++ b/src/Functions/currentDatabase.cpp
@@ -41,9 +41,9 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeString().createColumnConst(input_rows_count, db_name);
+        return DataTypeString().createColumnConst(input_rows_count, db_name);
     }
 };
 
diff --git a/src/Functions/currentUser.cpp b/src/Functions/currentUser.cpp
index 4e3aef8b534..f2ef8affc45 100644
--- a/src/Functions/currentUser.cpp
+++ b/src/Functions/currentUser.cpp
@@ -41,9 +41,9 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeString().createColumnConst(input_rows_count, user_name);
+        return DataTypeString().createColumnConst(input_rows_count, user_name);
     }
 };
 
diff --git a/src/Functions/dateDiff.cpp b/src/Functions/dateDiff.cpp
index 9a524fda6ea..941fbe04d61 100644
--- a/src/Functions/dateDiff.cpp
+++ b/src/Functions/dateDiff.cpp
@@ -83,22 +83,22 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0, 3}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * unit_column = checkAndGetColumnConst<ColumnString>(columns[arguments[0]].column.get());
+        const auto * unit_column = checkAndGetColumnConst<ColumnString>(arguments[0].column.get());
         if (!unit_column)
             throw Exception("First argument for function " + getName() + " must be constant String", ErrorCodes::ILLEGAL_COLUMN);
 
         String unit = Poco::toLower(unit_column->getValue<String>());
 
-        const IColumn & x = *columns[arguments[1]].column;
-        const IColumn & y = *columns[arguments[2]].column;
+        const IColumn & x = *arguments[1].column;
+        const IColumn & y = *arguments[2].column;
 
         size_t rows = input_rows_count;
         auto res = ColumnInt64::create(rows);
 
-        const DateLUTImpl & timezone_x = extractTimeZoneFromFunctionArguments(columns, arguments, 3, 1);
-        const DateLUTImpl & timezone_y = extractTimeZoneFromFunctionArguments(columns, arguments, 3, 2);
+        const DateLUTImpl & timezone_x = extractTimeZoneFromFunctionArguments(arguments, 3, 1);
+        const DateLUTImpl & timezone_y = extractTimeZoneFromFunctionArguments(arguments, 3, 2);
 
         if (unit == "year" || unit == "yy" || unit == "yyyy")
             dispatchForColumns<ToRelativeYearNumImpl>(x, y, timezone_x, timezone_y, res->getData());
@@ -119,7 +119,7 @@ public:
         else
             throw Exception("Function " + getName() + " does not support '" + unit + "' unit", ErrorCodes::BAD_ARGUMENTS);
 
-        columns[result].column = std::move(res);
+        return res;
     }
 
 private:
diff --git a/src/Functions/date_trunc.cpp b/src/Functions/date_trunc.cpp
index 0e83e1cf31d..40356de2bda 100644
--- a/src/Functions/date_trunc.cpp
+++ b/src/Functions/date_trunc.cpp
@@ -117,33 +117,22 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0, 2}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        ColumnsWithTypeAndName temp_columns = columns;
+        ColumnsWithTypeAndName temp_columns(arguments.size());
+        temp_columns[0] = arguments[1];
 
         const UInt16 interval_value = 1;
         const ColumnPtr interval_column = ColumnConst::create(ColumnInt64::create(1, interval_value), input_rows_count);
+        temp_columns[1] = {interval_column, std::make_shared<DataTypeInterval>(datepart_kind), ""};
 
-        const size_t interval_pos = temp_columns.size();
-        temp_columns.emplace_back(ColumnWithTypeAndName{interval_column, std::make_shared<DataTypeInterval>(datepart_kind), ""});
+        auto to_start_of_interval = FunctionFactory::instance().get("toStartOfInterval", context);
 
         if (arguments.size() == 2)
-        {
-            auto to_start_of_interval = FunctionFactory::instance().get("toStartOfInterval", context)->build(
-                {temp_columns[arguments[1]], temp_columns[interval_pos]});
+            return to_start_of_interval->build(temp_columns)->execute(temp_columns, result_type, input_rows_count);
 
-            to_start_of_interval->execute(temp_columns, {arguments[1], interval_pos}, result, input_rows_count);
-        }
-        else
-        {
-            auto to_start_of_interval = FunctionFactory::instance().get("toStartOfInterval", context)->build(
-                {temp_columns[arguments[1]], temp_columns[interval_pos],
-                    temp_columns[arguments[2]]});
-
-            to_start_of_interval->execute(temp_columns, {arguments[1], interval_pos, arguments[2]}, result, input_rows_count);
-        }
-
-        columns[result].column = std::move(temp_columns[result].column);
+        temp_columns[2] = arguments[2];
+        return to_start_of_interval->build(temp_columns)->execute(temp_columns, result_type, input_rows_count);
     }
 
     bool hasInformationAboutMonotonicity() const override
diff --git a/src/Functions/decrypt.cpp b/src/Functions/decrypt.cpp
new file mode 100644
index 00000000000..a9090a31f0e
--- /dev/null
+++ b/src/Functions/decrypt.cpp
@@ -0,0 +1,31 @@
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
+#if USE_SSL
+
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionsAES.h>
+
+namespace
+{
+
+struct DecryptImpl
+{
+    static constexpr auto name = "decrypt";
+    static constexpr auto compatibility_mode = OpenSSLDetails::CompatibilityMode::OpenSSL;
+};
+
+}
+
+namespace DB
+{
+
+void registerFunctionDecrypt(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionDecrypt<DecryptImpl>>();
+}
+
+}
+
+#endif
diff --git a/src/Functions/defaultValueOfArgumentType.cpp b/src/Functions/defaultValueOfArgumentType.cpp
index b6528beb95f..191a1554e23 100644
--- a/src/Functions/defaultValueOfArgumentType.cpp
+++ b/src/Functions/defaultValueOfArgumentType.cpp
@@ -36,15 +36,15 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const IDataType & type = *columns[arguments[0]].type;
-        columns[result].column = type.createColumnConst(input_rows_count, type.getDefault());
+        const IDataType & type = *arguments[0].type;
+        return type.createColumnConst(input_rows_count, type.getDefault());
     }
 
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) const override
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & arguments) const override
     {
-        const IDataType & type = *columns[arguments[0]].type;
+        const IDataType & type = *arguments[0].type;
         return type.createColumnConst(1, type.getDefault());
     }
 };
diff --git a/src/Functions/defaultValueOfTypeName.cpp b/src/Functions/defaultValueOfTypeName.cpp
index d7a56d291f3..c1f45bb45d9 100644
--- a/src/Functions/defaultValueOfTypeName.cpp
+++ b/src/Functions/defaultValueOfTypeName.cpp
@@ -49,10 +49,10 @@ public:
         return DataTypeFactory::instance().get(col_type_const->getValue<String>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const IDataType & type = *columns[result].type;
-        columns[result].column = type.createColumnConst(input_rows_count, type.getDefault());
+        const IDataType & type = *result_type;
+        return type.createColumnConst(input_rows_count, type.getDefault());
     }
 };
 
diff --git a/src/Functions/demange.cpp b/src/Functions/demange.cpp
index fdd34dcc574..080e9042f2e 100644
--- a/src/Functions/demange.cpp
+++ b/src/Functions/demange.cpp
@@ -61,9 +61,9 @@ public:
         return true;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr & column = columns[arguments[0]].column;
+        const ColumnPtr & column = arguments[0].column;
         const ColumnString * column_concrete = checkAndGetColumn<ColumnString>(column.get());
 
         if (!column_concrete)
@@ -85,7 +85,7 @@ public:
             }
         }
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 };
 
diff --git a/src/Functions/dumpColumnStructure.cpp b/src/Functions/dumpColumnStructure.cpp
index 373b879467c..9ba5196e76f 100644
--- a/src/Functions/dumpColumnStructure.cpp
+++ b/src/Functions/dumpColumnStructure.cpp
@@ -36,14 +36,13 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto & elem = columns[arguments[0]];
+        const auto & elem = arguments[0];
 
         /// Note that the result is not a constant, because it contains columns size.
 
-        columns[result].column
-            = DataTypeString().createColumnConst(input_rows_count,
+        return DataTypeString().createColumnConst(input_rows_count,
                 elem.type->getName() + ", " + elem.column->dumpStructure())->convertToFullColumnIfConst();
     }
 };
diff --git a/src/Functions/encrypt.cpp b/src/Functions/encrypt.cpp
new file mode 100644
index 00000000000..ba8ffa1bc59
--- /dev/null
+++ b/src/Functions/encrypt.cpp
@@ -0,0 +1,31 @@
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
+#if USE_SSL
+
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionsAES.h>
+
+namespace
+{
+
+struct EncryptImpl
+{
+    static constexpr auto name = "encrypt";
+    static constexpr auto compatibility_mode = OpenSSLDetails::CompatibilityMode::OpenSSL;
+};
+
+}
+
+namespace DB
+{
+
+void registerFunctionEncrypt(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionEncrypt<EncryptImpl>>();
+}
+
+}
+
+#endif
diff --git a/src/Functions/equals.cpp b/src/Functions/equals.cpp
index 2c2121d5107..868a491050d 100644
--- a/src/Functions/equals.cpp
+++ b/src/Functions/equals.cpp
@@ -13,14 +13,13 @@ void registerFunctionEquals(FunctionFactory & factory)
 }
 
 template <>
-void FunctionComparison<EqualsOp, NameEquals>::executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
-                                                                const ColumnsWithTypeAndName & y, size_t tuple_size,
-                                                                size_t input_rows_count) const
+ColumnPtr FunctionComparison<EqualsOp, NameEquals>::executeTupleImpl(
+    const ColumnsWithTypeAndName & x, const ColumnsWithTypeAndName & y, size_t tuple_size, size_t input_rows_count) const
 {
     return executeTupleEqualityImpl(
         FunctionFactory::instance().get("equals", context),
         FunctionFactory::instance().get("and", context),
-        columns, result, x, y, tuple_size, input_rows_count);
+        x, y, tuple_size, input_rows_count);
 }
 
 }
diff --git a/src/Functions/errorCodeToName.cpp b/src/Functions/errorCodeToName.cpp
new file mode 100644
index 00000000000..01fd5632288
--- /dev/null
+++ b/src/Functions/errorCodeToName.cpp
@@ -0,0 +1,61 @@
+#include <Functions/IFunctionImpl.h>
+#include <Functions/FunctionFactory.h>
+#include <DataTypes/DataTypeLowCardinality.h>
+#include <DataTypes/DataTypeString.h>
+#include <Columns/ColumnString.h>
+#include <Common/ErrorCodes.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+/** errorCodeToName() - returns the variable name for the error code.
+  */
+class FunctionErrorCodeToName : public IFunction
+{
+public:
+    static constexpr auto name = "errorCodeToName";
+    static FunctionPtr create(const Context &)
+    {
+        return std::make_shared<FunctionErrorCodeToName>();
+    }
+
+    String getName() const override { return name; }
+    size_t getNumberOfArguments() const override { return 1; }
+    bool useDefaultImplementationForConstants() const override { return true; }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & types) const override
+    {
+        if (!isNumber(types.at(0)))
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "The argument of function {} must have simple numeric type, possibly Nullable", name);
+
+        return std::make_shared<DataTypeLowCardinality>(std::make_shared<DataTypeString>());
+    }
+
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & res_type, size_t input_rows_count) const override
+    {
+        const auto & input_column = *arguments[0].column;
+        auto col_res = res_type->createColumn();
+
+        for (size_t i = 0; i < input_rows_count; ++i)
+        {
+            const Int64 error_code = input_column.getInt(i);
+            std::string_view error_name = ErrorCodes::getName(error_code);
+            col_res->insertData(error_name.data(), error_name.size());
+        }
+
+        return col_res;
+    }
+};
+
+
+void registerFunctionErrorCodeToName(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionErrorCodeToName>();
+}
+
+}
diff --git a/src/Functions/evalMLMethod.cpp b/src/Functions/evalMLMethod.cpp
index 054cf5dae7a..821fbf3ad20 100644
--- a/src/Functions/evalMLMethod.cpp
+++ b/src/Functions/evalMLMethod.cpp
@@ -62,12 +62,12 @@ public:
         return type->getReturnTypeToPredict();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         if (arguments.empty())
             throw Exception("Function " + getName() + " requires at least one argument", ErrorCodes::BAD_ARGUMENTS);
 
-        const auto * model = columns[arguments[0]].column.get();
+        const auto * model = arguments[0].column.get();
 
         if (const auto * column_with_states = typeid_cast<const ColumnConst *>(model))
             model = column_with_states->getDataColumnPtr().get();
@@ -75,10 +75,10 @@ public:
         const auto * agg_function = typeid_cast<const ColumnAggregateFunction *>(model);
 
         if (!agg_function)
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                             + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = agg_function->predictValues(columns, arguments, context);
+        return agg_function->predictValues(arguments, context);
     }
 
     const Context & context;
diff --git a/src/Functions/extractAllGroups.h b/src/Functions/extractAllGroups.h
index 3c1b14e60e2..3f8003a287d 100644
--- a/src/Functions/extractAllGroups.h
+++ b/src/Functions/extractAllGroups.h
@@ -70,12 +70,12 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>()));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         static const auto MAX_GROUPS_COUNT = 128;
 
-        const ColumnPtr column_haystack = columns[arguments[0]].column;
-        const ColumnPtr column_needle = columns[arguments[1]].column;
+        const ColumnPtr column_haystack = arguments[0].column;
+        const ColumnPtr column_needle = arguments[1].column;
 
         const auto needle = typeid_cast<const ColumnConst &>(*column_needle).getValue<String>();
 
@@ -234,7 +234,7 @@ public:
 
         ColumnArray::MutablePtr nested_array_col = ColumnArray::create(std::move(data_col), std::move(nested_offsets_col));
         ColumnArray::MutablePtr root_array_col = ColumnArray::create(std::move(nested_array_col), std::move(root_offsets_col));
-        columns[result].column = std::move(root_array_col);
+        return root_array_col;
     }
 };
 
diff --git a/src/Functions/extractGroups.cpp b/src/Functions/extractGroups.cpp
index f9400d0f77b..eda3d4559cb 100644
--- a/src/Functions/extractGroups.cpp
+++ b/src/Functions/extractGroups.cpp
@@ -51,10 +51,10 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr column_haystack = columns[arguments[0]].column;
-        const ColumnPtr column_needle = columns[arguments[1]].column;
+        const ColumnPtr column_haystack = arguments[0].column;
+        const ColumnPtr column_needle = arguments[1].column;
 
         const auto needle = typeid_cast<const ColumnConst &>(*column_needle).getValue<String>();
 
@@ -100,7 +100,7 @@ public:
             offsets_data[i] = current_offset;
         }
 
-        columns[result].column = ColumnArray::create(std::move(data_col), std::move(offsets_col));
+        return ColumnArray::create(std::move(data_col), std::move(offsets_col));
     }
 };
 
diff --git a/src/Functions/extractTimeZoneFromFunctionArguments.cpp b/src/Functions/extractTimeZoneFromFunctionArguments.cpp
index d8d952021d2..08d883cc5d5 100644
--- a/src/Functions/extractTimeZoneFromFunctionArguments.cpp
+++ b/src/Functions/extractTimeZoneFromFunctionArguments.cpp
@@ -52,11 +52,11 @@ std::string extractTimeZoneNameFromFunctionArguments(const ColumnsWithTypeAndNam
     }
 }
 
-const DateLUTImpl & extractTimeZoneFromFunctionArguments(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t time_zone_arg_num, size_t datetime_arg_num)
+const DateLUTImpl & extractTimeZoneFromFunctionArguments(ColumnsWithTypeAndName & arguments, size_t time_zone_arg_num, size_t datetime_arg_num)
 {
     if (arguments.size() == time_zone_arg_num + 1)
     {
-        std::string time_zone = extractTimeZoneNameFromColumn(*columns[arguments[time_zone_arg_num]].column);
+        std::string time_zone = extractTimeZoneNameFromColumn(*arguments[time_zone_arg_num].column);
         if (time_zone.empty())
             throw Exception("Provided time zone must be non-empty and be a valid time zone", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
         return DateLUT::instance(time_zone);
@@ -67,9 +67,9 @@ const DateLUTImpl & extractTimeZoneFromFunctionArguments(ColumnsWithTypeAndName
             return DateLUT::instance();
 
         /// If time zone is attached to an argument of type DateTime.
-        if (const auto * type = checkAndGetDataType<DataTypeDateTime>(columns[arguments[datetime_arg_num]].type.get()))
+        if (const auto * type = checkAndGetDataType<DataTypeDateTime>(arguments[datetime_arg_num].type.get()))
             return type->getTimeZone();
-        if (const auto * type = checkAndGetDataType<DataTypeDateTime64>(columns[arguments[datetime_arg_num]].type.get()))
+        if (const auto * type = checkAndGetDataType<DataTypeDateTime64>(arguments[datetime_arg_num].type.get()))
             return type->getTimeZone();
 
         return DateLUT::instance();
diff --git a/src/Functions/extractTimeZoneFromFunctionArguments.h b/src/Functions/extractTimeZoneFromFunctionArguments.h
index 09e1a1dfbe2..5081e5138a9 100644
--- a/src/Functions/extractTimeZoneFromFunctionArguments.h
+++ b/src/Functions/extractTimeZoneFromFunctionArguments.h
@@ -17,6 +17,6 @@ std::string extractTimeZoneNameFromFunctionArguments(
     const ColumnsWithTypeAndName & arguments, size_t time_zone_arg_num, size_t datetime_arg_num);
 
 const DateLUTImpl & extractTimeZoneFromFunctionArguments(
-    ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t time_zone_arg_num, size_t datetime_arg_num);
+    ColumnsWithTypeAndName & arguments, size_t time_zone_arg_num, size_t datetime_arg_num);
 
 }
diff --git a/src/Functions/filesystem.cpp b/src/Functions/filesystem.cpp
index e2fc0b37cd1..2be23972b9f 100644
--- a/src/Functions/filesystem.cpp
+++ b/src/Functions/filesystem.cpp
@@ -50,9 +50,9 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeUInt64().createColumnConst(input_rows_count, static_cast<UInt64>(Impl::get(spaceinfo)));
+        return DataTypeUInt64().createColumnConst(input_rows_count, static_cast<UInt64>(Impl::get(spaceinfo)));
     }
 
 private:
diff --git a/src/Functions/finalizeAggregation.cpp b/src/Functions/finalizeAggregation.cpp
index 211cb59a396..4b9b9d24433 100644
--- a/src/Functions/finalizeAggregation.cpp
+++ b/src/Functions/finalizeAggregation.cpp
@@ -54,18 +54,18 @@ public:
         return type->getReturnType();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        auto column = columns[arguments.at(0)].column;
+        auto column = arguments.at(0).column;
         if (!typeid_cast<const ColumnAggregateFunction *>(column.get()))
-            throw Exception("Illegal column " + columns[arguments.at(0)].column->getName()
+            throw Exception("Illegal column " + arguments.at(0).column->getName()
                     + " of first argument of function "
                     + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
         /// Column is copied here, because there is no guarantee that we own it.
         auto mut_column = IColumn::mutate(std::move(column));
-        columns[result].column = ColumnAggregateFunction::convertToValues(std::move(mut_column));
+        return ColumnAggregateFunction::convertToValues(std::move(mut_column));
     }
 };
 
diff --git a/src/Functions/formatDateTime.cpp b/src/Functions/formatDateTime.cpp
index 58c4f7d6389..6a4ba63d0d9 100644
--- a/src/Functions/formatDateTime.cpp
+++ b/src/Functions/formatDateTime.cpp
@@ -340,42 +340,44 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, [[maybe_unused]] size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, [[maybe_unused]] size_t input_rows_count) const override
     {
+        ColumnPtr res;
         if constexpr (support_integer)
         {
             if (arguments.size() == 1)
             {
-                if (!castType(columns[arguments[0]].type.get(), [&](const auto & type)
+                if (!castType(arguments[0].type.get(), [&](const auto & type)
                     {
                         using FromDataType = std::decay_t<decltype(type)>;
-                        ConvertImpl<FromDataType, DataTypeDateTime, Name>::execute(columns, arguments, result, input_rows_count);
+                        res = ConvertImpl<FromDataType, DataTypeDateTime, Name>::execute(arguments, result_type, input_rows_count);
                         return true;
                     }))
                 {
                     throw Exception(
-                        "Illegal column " + columns[arguments[0]].column->getName() + " of function " + getName()
+                        "Illegal column " + arguments[0].column->getName() + " of function " + getName()
                             + ", must be Integer or DateTime when arguments size is 1.",
                         ErrorCodes::ILLEGAL_COLUMN);
                 }
             }
             else
             {
-                if (!castType(columns[arguments[0]].type.get(), [&](const auto & type)
+                if (!castType(arguments[0].type.get(), [&](const auto & type)
                     {
                         using FromDataType = std::decay_t<decltype(type)>;
-                        if (!executeType<FromDataType>(columns, arguments, result))
+                        if (!(res = executeType<FromDataType>(arguments, result_type)))
                             throw Exception(
-                                "Illegal column " + columns[arguments[0]].column->getName() + " of function " + getName()
+                                "Illegal column " + arguments[0].column->getName() + " of function " + getName()
                                     + ", must be Integer or DateTime.",
                                 ErrorCodes::ILLEGAL_COLUMN);
                         return true;
                     }))
                 {
-                    if (!executeType<DataTypeDate>(columns, arguments, result) && !executeType<DataTypeDateTime>(columns, arguments, result)
-                        && !executeType<DataTypeDateTime64>(columns, arguments, result))
+                    if (!((res = executeType<DataTypeDate>(arguments, result_type))
+                        || (res = executeType<DataTypeDateTime>(arguments, result_type))
+                        || (res = executeType<DataTypeDateTime64>(arguments, result_type))))
                         throw Exception(
-                            "Illegal column " + columns[arguments[0]].column->getName() + " of function " + getName()
+                            "Illegal column " + arguments[0].column->getName() + " of function " + getName()
                                 + ", must be Integer or DateTime.",
                             ErrorCodes::ILLEGAL_COLUMN);
                 }
@@ -383,25 +385,28 @@ public:
         }
         else
         {
-            if (!executeType<DataTypeDate>(columns, arguments, result) && !executeType<DataTypeDateTime>(columns, arguments, result)
-                && !executeType<DataTypeDateTime64>(columns, arguments, result))
+            if (!((res = executeType<DataTypeDate>(arguments, result_type))
+                || (res = executeType<DataTypeDateTime>(arguments, result_type))
+                || (res = executeType<DataTypeDateTime64>(arguments, result_type))))
                 throw Exception(
-                    "Illegal column " + columns[arguments[0]].column->getName() + " of function " + getName()
+                    "Illegal column " + arguments[0].column->getName() + " of function " + getName()
                         + ", must be Date or DateTime.",
                     ErrorCodes::ILLEGAL_COLUMN);
         }
+
+        return res;
     }
 
     template <typename DataType>
-    bool executeType(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeType(ColumnsWithTypeAndName & arguments, const DataTypePtr &) const
     {
-        auto * times = checkAndGetColumn<typename DataType::ColumnType>(columns[arguments[0]].column.get());
+        auto * times = checkAndGetColumn<typename DataType::ColumnType>(arguments[0].column.get());
         if (!times)
-            return false;
+            return nullptr;
 
-        const ColumnConst * pattern_column = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+        const ColumnConst * pattern_column = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
         if (!pattern_column)
-            throw Exception("Illegal column " + columns[arguments[1]].column->getName()
+            throw Exception("Illegal column " + arguments[1].column->getName()
                             + " of second ('format') argument of function " + getName()
                             + ". Must be constant string.",
                             ErrorCodes::ILLEGAL_COLUMN);
@@ -414,12 +419,12 @@ public:
         size_t result_size = pattern_to_fill.size();
 
         const DateLUTImpl * time_zone_tmp = nullptr;
-        if (castType(columns[arguments[0]].type.get(), [&]([[maybe_unused]] const auto & type) { return true; }))
+        if (castType(arguments[0].type.get(), [&]([[maybe_unused]] const auto & type) { return true; }))
         {
-            time_zone_tmp = &extractTimeZoneFromFunctionArguments(columns, arguments, 2, 0);
+            time_zone_tmp = &extractTimeZoneFromFunctionArguments(arguments, 2, 0);
         }
         else if (std::is_same_v<DataType, DataTypeDateTime64> || std::is_same_v<DataType, DataTypeDateTime>)
-            time_zone_tmp = &extractTimeZoneFromFunctionArguments(columns, arguments, 2, 0);
+            time_zone_tmp = &extractTimeZoneFromFunctionArguments(arguments, 2, 0);
         else
             time_zone_tmp = &DateLUT::instance();
 
@@ -485,8 +490,7 @@ public:
         }
 
         dst_data.resize(pos - begin);
-        columns[result].column = std::move(col_res);
-        return true;
+        return col_res;
     }
 
     template <typename T>
diff --git a/src/Functions/formatReadable.h b/src/Functions/formatReadable.h
index 282a560dd62..5d89512d3a6 100644
--- a/src/Functions/formatReadable.h
+++ b/src/Functions/formatReadable.h
@@ -49,28 +49,31 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        if (!(executeType<UInt8>(columns, arguments, result)
-            || executeType<UInt16>(columns, arguments, result)
-            || executeType<UInt32>(columns, arguments, result)
-            || executeType<UInt64>(columns, arguments, result)
-            || executeType<Int8>(columns, arguments, result)
-            || executeType<Int16>(columns, arguments, result)
-            || executeType<Int32>(columns, arguments, result)
-            || executeType<Int64>(columns, arguments, result)
-            || executeType<Float32>(columns, arguments, result)
-            || executeType<Float64>(columns, arguments, result)))
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+        ColumnPtr res;
+        if (!((res = executeType<UInt8>(arguments))
+            || (res = executeType<UInt16>(arguments))
+            || (res = executeType<UInt32>(arguments))
+            || (res = executeType<UInt64>(arguments))
+            || (res = executeType<Int8>(arguments))
+            || (res = executeType<Int16>(arguments))
+            || (res = executeType<Int32>(arguments))
+            || (res = executeType<Int64>(arguments))
+            || (res = executeType<Float32>(arguments))
+            || (res = executeType<Float64>(arguments))))
+            throw Exception("Illegal column " + arguments[0].column->getName()
                             + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
+
+        return res;
     }
 
 private:
     template <typename T>
-    bool executeType(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result) const
+    ColumnPtr executeType(ColumnsWithTypeAndName & arguments) const
     {
-        if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(columns[arguments[0]].column.get()))
+        if (const ColumnVector<T> * col_from = checkAndGetColumn<ColumnVector<T>>(arguments[0].column.get()))
         {
             auto col_to = ColumnString::create();
 
@@ -91,11 +94,10 @@ private:
             }
 
             buf_to.finalize();
-            columns[result].column = std::move(col_to);
-            return true;
+            return col_to;
         }
 
-        return false;
+        return nullptr;
     }
 };
 
diff --git a/src/Functions/formatReadableTimeDelta.cpp b/src/Functions/formatReadableTimeDelta.cpp
index 21003816960..2b574f672d3 100644
--- a/src/Functions/formatReadableTimeDelta.cpp
+++ b/src/Functions/formatReadableTimeDelta.cpp
@@ -89,12 +89,12 @@ public:
         Years
     };
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         StringRef maximum_unit_str;
         if (arguments.size() == 2)
         {
-            const ColumnPtr & maximum_unit_column = columns[arguments[1]].column;
+            const ColumnPtr & maximum_unit_column = arguments[1].column;
             const ColumnConst * maximum_unit_const_col = checkAndGetColumnConstStringOrFixedString(maximum_unit_column.get());
             if (maximum_unit_const_col)
                 maximum_unit_str = maximum_unit_const_col->getDataColumn().getDataAt(0);
@@ -131,8 +131,8 @@ public:
 
         for (size_t i = 0; i < input_rows_count; ++i)
         {
-            /// Virtual call is Ok (neglible comparing to the rest of calculations).
-            Float64 value = columns[arguments[0]].column->getFloat64(i);
+            /// Virtual call is Ok (negligible comparing to the rest of calculations).
+            Float64 value = arguments[0].column->getFloat64(i);
 
             bool is_negative = value < 0;
             if (is_negative)
@@ -159,7 +159,7 @@ public:
         }
 
         buf_to.finalize();
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 
     static void processUnit(
diff --git a/src/Functions/formatRow.cpp b/src/Functions/formatRow.cpp
index b636c2bc937..5e233cf4489 100644
--- a/src/Functions/formatRow.cpp
+++ b/src/Functions/formatRow.cpp
@@ -47,16 +47,16 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_str = ColumnString::create();
         ColumnString::Chars & vec = col_str->getChars();
         WriteBufferFromVector buffer(vec);
         ColumnString::Offsets & offsets = col_str->getOffsets();
         offsets.resize(input_rows_count);
-        DB::Block arg_columns;
+        Block arg_columns;
         for (auto i = 1u; i < arguments.size(); ++i)
-            arg_columns.insert(columns[arguments[i]]);
+            arg_columns.insert(arguments[i]);
         materializeBlockInplace(arg_columns);
         auto out = FormatFactory::instance().getOutputFormat(format_name, buffer, arg_columns, context, [&](const Columns &, size_t row)
         {
@@ -71,7 +71,7 @@ public:
             offsets[row] = buffer.count();
         });
         out->write(arg_columns);
-        columns[result].column = std::move(col_str);
+        return col_str;
     }
 
 private:
diff --git a/src/Functions/formatString.cpp b/src/Functions/formatString.cpp
index 9e8e3613034..ca8f6a9b042 100644
--- a/src/Functions/formatString.cpp
+++ b/src/Functions/formatString.cpp
@@ -67,9 +67,9 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr & c0 = columns[arguments[0]].column;
+        const ColumnPtr & c0 = arguments[0].column;
         const ColumnConst * c0_const_string = typeid_cast<const ColumnConst *>(&*c0);
 
         if (!c0_const_string)
@@ -88,7 +88,7 @@ public:
         bool has_column_fixed_string = false;
         for (size_t i = 1; i < arguments.size(); ++i)
         {
-            const ColumnPtr & column = columns[arguments[i]].column;
+            const ColumnPtr & column = arguments[i].column;
             if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
             {
                 has_column_string = true;
@@ -122,7 +122,7 @@ public:
             col_res->getOffsets(),
             input_rows_count);
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
diff --git a/src/Functions/fuzzBits.cpp b/src/Functions/fuzzBits.cpp
index ad5b0afe1b1..9094b90da30 100644
--- a/src/Functions/fuzzBits.cpp
+++ b/src/Functions/fuzzBits.cpp
@@ -78,10 +78,10 @@ public:
     bool isDeterministic() const override { return false; }
     bool isDeterministicInScopeOfQuery() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        auto col_in_untyped = columns[arguments[0]].column;
-        const double inverse_probability = assert_cast<const ColumnConst &>(*columns[arguments[1]].column).getValue<double>();
+        auto col_in_untyped = arguments[0].column;
+        const double inverse_probability = assert_cast<const ColumnConst &>(*arguments[1].column).getValue<double>();
 
         if (inverse_probability < 0.0 || 1.0 < inverse_probability)
         {
@@ -113,7 +113,7 @@ public:
                 ptr_to[offsets_to[i] - 1] = 0;
             }
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else if (const ColumnFixedString * col_in_fixed = checkAndGetColumn<ColumnFixedString>(col_in_untyped.get()))
         {
@@ -131,12 +131,12 @@ public:
             auto * ptr_to = chars_to.data();
             fuzzBits(ptr_in, ptr_to, chars_to.size(), inverse_probability);
 
-            columns[result].column = std::move(col_to);
+            return col_to;
         }
         else
         {
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
         }
     }
diff --git a/src/Functions/generateUUIDv4.cpp b/src/Functions/generateUUIDv4.cpp
index 3a78beea4a0..7b80295b9d0 100644
--- a/src/Functions/generateUUIDv4.cpp
+++ b/src/Functions/generateUUIDv4.cpp
@@ -30,7 +30,7 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_res = ColumnVector<UInt128>::create();
         typename ColumnVector<UInt128>::Container & vec_to = col_res->getData();
@@ -49,7 +49,7 @@ public:
             uuid.high = (uuid.high & 0x3fffffffffffffffull) | 0x8000000000000000ull;
         }
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
@@ -70,9 +70,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
diff --git a/src/Functions/geoToH3.cpp b/src/Functions/geoToH3.cpp
index f8da07bfac9..882425c4a77 100644
--- a/src/Functions/geoToH3.cpp
+++ b/src/Functions/geoToH3.cpp
@@ -57,11 +57,11 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_lon = columns[arguments[0]].column.get();
-        const auto * col_lat = columns[arguments[1]].column.get();
-        const auto * col_res = columns[arguments[2]].column.get();
+        const auto * col_lon = arguments[0].column.get();
+        const auto * col_lat = arguments[1].column.get();
+        const auto * col_res = arguments[2].column.get();
 
         auto dst = ColumnVector<UInt64>::create();
         auto & dst_data = dst->getData();
@@ -82,7 +82,7 @@ public:
             dst_data[row] = hindex;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/geohashDecode.cpp b/src/Functions/geohashDecode.cpp
index 3033680708e..590b6ffddaa 100644
--- a/src/Functions/geohashDecode.cpp
+++ b/src/Functions/geohashDecode.cpp
@@ -75,16 +75,16 @@ public:
         return true;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const IColumn * encoded = columns[arguments[0]].column.get();
-        ColumnPtr & res_column = columns[result].column;
+        const IColumn * encoded = arguments[0].column.get();
+        ColumnPtr res_column;
 
         if (tryExecute<ColumnString>(encoded, res_column) ||
             tryExecute<ColumnFixedString>(encoded, res_column))
-            return;
+            return res_column;
 
-        throw Exception("Unsupported argument type:" + columns[arguments[0]].column->getName()
+        throw Exception("Unsupported argument type:" + arguments[0].column->getName()
                         + " of argument of function " + getName(),
                         ErrorCodes::ILLEGAL_COLUMN);
     }
diff --git a/src/Functions/geohashEncode.cpp b/src/Functions/geohashEncode.cpp
index edc0508b49c..4a6e17181ad 100644
--- a/src/Functions/geohashEncode.cpp
+++ b/src/Functions/geohashEncode.cpp
@@ -100,28 +100,28 @@ public:
 
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const IColumn * longitude = columns[arguments[0]].column.get();
-        const IColumn * latitude = columns[arguments[1]].column.get();
+        const IColumn * longitude = arguments[0].column.get();
+        const IColumn * latitude = arguments[1].column.get();
 
         const UInt64 precision_value = std::min<UInt64>(GEOHASH_MAX_TEXT_LENGTH,
-                arguments.size() == 3 ? columns[arguments[2]].column->get64(0) : GEOHASH_MAX_TEXT_LENGTH);
+                arguments.size() == 3 ? arguments[2].column->get64(0) : GEOHASH_MAX_TEXT_LENGTH);
 
-        ColumnPtr & res_column = columns[result].column;
+        ColumnPtr res_column;
 
         if (tryExecute<Float32, Float32>(longitude, latitude, precision_value, res_column) ||
             tryExecute<Float64, Float32>(longitude, latitude, precision_value, res_column) ||
             tryExecute<Float32, Float64>(longitude, latitude, precision_value, res_column) ||
             tryExecute<Float64, Float64>(longitude, latitude, precision_value, res_column))
-            return;
+            return res_column;
 
         std::string arguments_description;
         for (size_t i = 0; i < arguments.size(); ++i)
         {
             if (i != 0)
                 arguments_description += ", ";
-            arguments_description += columns[arguments[i]].column->getName();
+            arguments_description += arguments[i].column->getName();
         }
 
         throw Exception("Unsupported argument types: " + arguments_description +
diff --git a/src/Functions/geohashesInBox.cpp b/src/Functions/geohashesInBox.cpp
index 2697044c9b5..07af764da3e 100644
--- a/src/Functions/geohashesInBox.cpp
+++ b/src/Functions/geohashesInBox.cpp
@@ -159,19 +159,21 @@ public:
         result = std::move(col_res);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const IColumn * lon_min = columns[arguments[0]].column.get();
-        const IColumn * lat_min = columns[arguments[1]].column.get();
-        const IColumn * lon_max = columns[arguments[2]].column.get();
-        const IColumn * lat_max = columns[arguments[3]].column.get();
-        const IColumn * precision = columns[arguments[4]].column.get();
-        ColumnPtr & res = columns[result].column;
+        const IColumn * lon_min = arguments[0].column.get();
+        const IColumn * lat_min = arguments[1].column.get();
+        const IColumn * lon_max = arguments[2].column.get();
+        const IColumn * lat_max = arguments[3].column.get();
+        const IColumn * precision = arguments[4].column.get();
+        ColumnPtr res;
 
         if (checkColumn<ColumnVector<Float32>>(lon_min))
             execute<Float32, UInt8>(lon_min, lat_min, lon_max, lat_max, precision, res, input_rows_count);
         else
             execute<Float64, UInt8>(lon_min, lat_min, lon_max, lat_max, precision, res, input_rows_count);
+
+        return res;
     }
 };
 
diff --git a/src/Functions/getMacro.cpp b/src/Functions/getMacro.cpp
index f3786e347a7..fe833974302 100644
--- a/src/Functions/getMacro.cpp
+++ b/src/Functions/getMacro.cpp
@@ -64,15 +64,15 @@ public:
     /** convertToFullColumn needed because in distributed query processing,
       *    each server returns its own value.
       */
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const IColumn * arg_column = columns[arguments[0]].column.get();
+        const IColumn * arg_column = arguments[0].column.get();
         const ColumnString * arg_string = checkAndGetColumnConstData<ColumnString>(arg_column);
 
         if (!arg_string)
             throw Exception("The argument of function " + getName() + " must be constant String", ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = columns[result].type->createColumnConst(
+        return result_type->createColumnConst(
             input_rows_count, macros->getValue(arg_string->getDataAt(0).toString()))->convertToFullColumnIfConst();
     }
 };
diff --git a/src/Functions/getScalar.cpp b/src/Functions/getScalar.cpp
index 51b1a72dec6..a196f5f0434 100644
--- a/src/Functions/getScalar.cpp
+++ b/src/Functions/getScalar.cpp
@@ -51,9 +51,9 @@ public:
         return scalar.type;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = ColumnConst::create(scalar.column, input_rows_count);
+        return ColumnConst::create(scalar.column, input_rows_count);
     }
 
 private:
diff --git a/src/Functions/getSetting.cpp b/src/Functions/getSetting.cpp
index 51419f7520a..9a96f6ef4e5 100644
--- a/src/Functions/getSetting.cpp
+++ b/src/Functions/getSetting.cpp
@@ -50,9 +50,9 @@ public:
         return type;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        columns[result].column = columns[result].type->createColumnConst(input_rows_count, value);
+        return result_type->createColumnConst(input_rows_count, value);
     }
 
 private:
diff --git a/src/Functions/getSizeOfEnumType.cpp b/src/Functions/getSizeOfEnumType.cpp
index 3dcefad1a75..34d6067883b 100644
--- a/src/Functions/getSizeOfEnumType.cpp
+++ b/src/Functions/getSizeOfEnumType.cpp
@@ -49,16 +49,16 @@ public:
         throw Exception("The argument for function " + getName() + " must be Enum", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = getResultIfAlwaysReturnsConstantAndHasArguments(columns, arguments)->cloneResized(input_rows_count);
+        return getResultIfAlwaysReturnsConstantAndHasArguments(arguments)->cloneResized(input_rows_count);
     }
 
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) const override
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & arguments) const override
     {
-        if (const auto * type8 = checkAndGetDataType<DataTypeEnum8>(columns[arguments[0]].type.get()))
+        if (const auto * type8 = checkAndGetDataType<DataTypeEnum8>(arguments[0].type.get()))
             return DataTypeUInt8().createColumnConst(1, type8->getValues().size());
-        else if (const auto * type16 = checkAndGetDataType<DataTypeEnum16>(columns[arguments[0]].type.get()))
+        else if (const auto * type16 = checkAndGetDataType<DataTypeEnum16>(arguments[0].type.get()))
             return DataTypeUInt16().createColumnConst(1, type16->getValues().size());
         else
             throw Exception("The argument for function " + getName() + " must be Enum", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
diff --git a/src/Functions/globalVariable.cpp b/src/Functions/globalVariable.cpp
index e338ae873ec..8f6bc228465 100644
--- a/src/Functions/globalVariable.cpp
+++ b/src/Functions/globalVariable.cpp
@@ -58,9 +58,9 @@ public:
             return variable->second.type;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const ColumnWithTypeAndName & col = columns[arguments[0]];
+        const ColumnWithTypeAndName & col = arguments[0];
         String variable_name = assert_cast<const ColumnConst &>(*col.column).getValue<String>();
         auto variable = global_variable_map.find(Poco::toLower(variable_name));
 
@@ -68,8 +68,7 @@ public:
         if (variable != global_variable_map.end())
             val = variable->second.value;
 
-        auto & result_col = columns[result];
-        result_col.column = result_col.type->createColumnConst(input_rows_count, val);
+        return result_type->createColumnConst(input_rows_count, val);
     }
 
 private:
diff --git a/src/Functions/greatCircleDistance.cpp b/src/Functions/greatCircleDistance.cpp
index 2a06f11fb6d..294e39c7276 100644
--- a/src/Functions/greatCircleDistance.cpp
+++ b/src/Functions/greatCircleDistance.cpp
@@ -255,23 +255,23 @@ private:
         return std::make_shared<DataTypeFloat32>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto dst = ColumnVector<Float32>::create();
         auto & dst_data = dst->getData();
         dst_data.resize(input_rows_count);
 
-        const IColumn & col_lon1 = *columns[arguments[0]].column;
-        const IColumn & col_lat1 = *columns[arguments[1]].column;
-        const IColumn & col_lon2 = *columns[arguments[2]].column;
-        const IColumn & col_lat2 = *columns[arguments[3]].column;
+        const IColumn & col_lon1 = *arguments[0].column;
+        const IColumn & col_lat1 = *arguments[1].column;
+        const IColumn & col_lon2 = *arguments[2].column;
+        const IColumn & col_lat2 = *arguments[3].column;
 
         for (size_t row_num = 0; row_num < input_rows_count; ++row_num)
             dst_data[row_num] = distance<method>(
                 col_lon1.getFloat32(row_num), col_lat1.getFloat32(row_num),
                 col_lon2.getFloat32(row_num), col_lat2.getFloat32(row_num));
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
@@ -296,9 +296,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
diff --git a/src/Functions/greater.cpp b/src/Functions/greater.cpp
index 9e6684c3a6d..1a0e999717d 100644
--- a/src/Functions/greater.cpp
+++ b/src/Functions/greater.cpp
@@ -13,9 +13,8 @@ void registerFunctionGreater(FunctionFactory & factory)
 }
 
 template <>
-void FunctionComparison<GreaterOp, NameGreater>::executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
-                                                                  const ColumnsWithTypeAndName & y, size_t tuple_size,
-                                                                  size_t input_rows_count) const
+ColumnPtr FunctionComparison<GreaterOp, NameGreater>::executeTupleImpl(
+    const ColumnsWithTypeAndName & x, const ColumnsWithTypeAndName & y, size_t tuple_size, size_t input_rows_count) const
 {
     auto greater = FunctionFactory::instance().get("greater", context);
 
@@ -25,7 +24,7 @@ void FunctionComparison<GreaterOp, NameGreater>::executeTupleImpl(ColumnsWithTyp
         FunctionFactory::instance().get("and", context),
         FunctionFactory::instance().get("or", context),
         FunctionFactory::instance().get("equals", context),
-        columns, result, x, y, tuple_size, input_rows_count);
+        x, y, tuple_size, input_rows_count);
 }
 
 }
diff --git a/src/Functions/greaterOrEquals.cpp b/src/Functions/greaterOrEquals.cpp
index 2880a982b3f..4412faa6412 100644
--- a/src/Functions/greaterOrEquals.cpp
+++ b/src/Functions/greaterOrEquals.cpp
@@ -13,9 +13,8 @@ void registerFunctionGreaterOrEquals(FunctionFactory & factory)
 }
 
 template <>
-void FunctionComparison<GreaterOrEqualsOp, NameGreaterOrEquals>::executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
-                                                                                  const ColumnsWithTypeAndName & y, size_t tuple_size,
-                                                                                  size_t input_rows_count) const
+ColumnPtr FunctionComparison<GreaterOrEqualsOp, NameGreaterOrEquals>::executeTupleImpl(
+    const ColumnsWithTypeAndName & x, const ColumnsWithTypeAndName & y, size_t tuple_size, size_t input_rows_count) const
 {
     return executeTupleLessGreaterImpl(
         FunctionFactory::instance().get("greater", context),
@@ -23,7 +22,7 @@ void FunctionComparison<GreaterOrEqualsOp, NameGreaterOrEquals>::executeTupleImp
         FunctionFactory::instance().get("and", context),
         FunctionFactory::instance().get("or", context),
         FunctionFactory::instance().get("equals", context),
-        columns, result, x, y, tuple_size, input_rows_count);
+        x, y, tuple_size, input_rows_count);
 }
 
 }
diff --git a/src/Functions/h3EdgeAngle.cpp b/src/Functions/h3EdgeAngle.cpp
index f7b77739c02..88995427e6d 100644
--- a/src/Functions/h3EdgeAngle.cpp
+++ b/src/Functions/h3EdgeAngle.cpp
@@ -44,9 +44,9 @@ public:
         return std::make_shared<DataTypeFloat64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<Float64>::create();
         auto & dst_data = dst->getData();
@@ -65,7 +65,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3EdgeLengthM.cpp b/src/Functions/h3EdgeLengthM.cpp
index e7f4a7c106e..6626deffd6b 100644
--- a/src/Functions/h3EdgeLengthM.cpp
+++ b/src/Functions/h3EdgeLengthM.cpp
@@ -49,9 +49,9 @@ public:
         return std::make_shared<DataTypeFloat64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<Float64>::create();
         auto & dst_data = dst->getData();
@@ -69,7 +69,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3GetBaseCell.cpp b/src/Functions/h3GetBaseCell.cpp
index 73c79113313..80cbf96fe9b 100644
--- a/src/Functions/h3GetBaseCell.cpp
+++ b/src/Functions/h3GetBaseCell.cpp
@@ -41,9 +41,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<UInt8>::create();
         auto & dst_data = dst->getData();
@@ -58,7 +58,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3GetResolution.cpp b/src/Functions/h3GetResolution.cpp
index 6e67b850681..1b7d108dbd1 100644
--- a/src/Functions/h3GetResolution.cpp
+++ b/src/Functions/h3GetResolution.cpp
@@ -41,9 +41,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<UInt8>::create();
         auto & dst_data = dst->getData();
@@ -58,7 +58,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3HexAreaM2.cpp b/src/Functions/h3HexAreaM2.cpp
index f10363acd60..8de17cc1f11 100644
--- a/src/Functions/h3HexAreaM2.cpp
+++ b/src/Functions/h3HexAreaM2.cpp
@@ -44,9 +44,9 @@ public:
         return std::make_shared<DataTypeFloat64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<Float64>::create();
         auto & dst_data = dst->getData();
@@ -64,7 +64,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3IndexesAreNeighbors.cpp b/src/Functions/h3IndexesAreNeighbors.cpp
index 2cc4133b1a3..d2ba36347a3 100644
--- a/src/Functions/h3IndexesAreNeighbors.cpp
+++ b/src/Functions/h3IndexesAreNeighbors.cpp
@@ -47,10 +47,10 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex_origin = columns[arguments[0]].column.get();
-        const auto * col_hindex_dest = columns[arguments[1]].column.get();
+        const auto * col_hindex_origin = arguments[0].column.get();
+        const auto * col_hindex_dest = arguments[1].column.get();
 
         auto dst = ColumnVector<UInt8>::create();
         auto & dst_data = dst->getData();
@@ -66,7 +66,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3IsValid.cpp b/src/Functions/h3IsValid.cpp
index da1264ad48f..9455bec19ee 100644
--- a/src/Functions/h3IsValid.cpp
+++ b/src/Functions/h3IsValid.cpp
@@ -41,9 +41,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<UInt8>::create();
         auto & dst_data = dst->getData();
@@ -58,7 +58,7 @@ public:
             dst_data[row] = is_valid;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3ToChildren.cpp b/src/Functions/h3ToChildren.cpp
index 0ea9498a70d..d1438c70676 100644
--- a/src/Functions/h3ToChildren.cpp
+++ b/src/Functions/h3ToChildren.cpp
@@ -56,10 +56,10 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
-        const auto * col_resolution = columns[arguments[1]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
+        const auto * col_resolution = arguments[1].column.get();
 
         auto dst = ColumnArray::create(ColumnUInt64::create());
         auto & dst_data = dst->getData();
@@ -99,7 +99,7 @@ public:
             dst_offsets[row] = current_offset;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3ToParent.cpp b/src/Functions/h3ToParent.cpp
index 433e36e57c3..1f3cafe690f 100644
--- a/src/Functions/h3ToParent.cpp
+++ b/src/Functions/h3ToParent.cpp
@@ -50,10 +50,10 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
-        const auto * col_resolution = columns[arguments[1]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
+        const auto * col_resolution = arguments[1].column.get();
 
         auto dst = ColumnVector<UInt64>::create();
         auto & dst_data = dst->getData();
@@ -73,7 +73,7 @@ public:
             dst_data[row] = res;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/h3ToString.cpp b/src/Functions/h3ToString.cpp
index 6bfb105b17e..5f1a93648ad 100644
--- a/src/Functions/h3ToString.cpp
+++ b/src/Functions/h3ToString.cpp
@@ -42,9 +42,9 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto col_res = ColumnString::create();
         auto & vec_res = col_res->getChars();
@@ -74,7 +74,7 @@ public:
             vec_offsets[i] = ++pos - begin;
         }
         vec_res.resize(pos - begin);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
diff --git a/src/Functions/h3kRing.cpp b/src/Functions/h3kRing.cpp
index 9f670b731ec..10fea799dd2 100644
--- a/src/Functions/h3kRing.cpp
+++ b/src/Functions/h3kRing.cpp
@@ -53,10 +53,10 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>());
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
-        const auto * col_k = columns[arguments[1]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
+        const auto * col_k = arguments[1].column.get();
 
         auto dst = ColumnArray::create(ColumnUInt64::create());
         auto & dst_data = dst->getData();
@@ -96,7 +96,7 @@ public:
             dst_offsets[row] = current_offset;
         }
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/hasColumnInTable.cpp b/src/Functions/hasColumnInTable.cpp
index f69ab309207..bf49c4dff16 100644
--- a/src/Functions/hasColumnInTable.cpp
+++ b/src/Functions/hasColumnInTable.cpp
@@ -56,7 +56,7 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override;
 
 private:
     const Context & global_context;
@@ -85,12 +85,11 @@ DataTypePtr FunctionHasColumnInTable::getReturnTypeImpl(const ColumnsWithTypeAnd
 }
 
 
-void FunctionHasColumnInTable::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionHasColumnInTable::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const
 {
-    auto get_string_from_columns = [&](size_t column_pos) -> String
+    auto get_string_from_columns = [&](ColumnWithTypeAndName & column) -> String
     {
-        ColumnPtr column = columns[column_pos].column;
-        const ColumnConst * const_column = checkAndGetColumnConst<ColumnString>(column.get());
+        const ColumnConst * const_column = checkAndGetColumnConst<ColumnString>(column.column.get());
         return const_column->getValue<String>();
     };
 
@@ -138,7 +137,7 @@ void FunctionHasColumnInTable::executeImpl(ColumnsWithTypeAndName & columns, con
         has_column = remote_columns.hasPhysical(column_name);
     }
 
-    columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, Field(has_column));
+    return DataTypeUInt8().createColumnConst(input_rows_count, Field(has_column));
 }
 
 }
diff --git a/src/Functions/hasThreadFuzzer.cpp b/src/Functions/hasThreadFuzzer.cpp
index fabd28d24c9..de237cb027a 100644
--- a/src/Functions/hasThreadFuzzer.cpp
+++ b/src/Functions/hasThreadFuzzer.cpp
@@ -36,9 +36,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, ThreadFuzzer::instance().isEffective());
+        return DataTypeUInt8().createColumnConst(input_rows_count, ThreadFuzzer::instance().isEffective());
     }
 };
 
diff --git a/src/Functions/hostName.cpp b/src/Functions/hostName.cpp
index f33aea6907b..ee3715f51bd 100644
--- a/src/Functions/hostName.cpp
+++ b/src/Functions/hostName.cpp
@@ -45,9 +45,9 @@ public:
     /** convertToFullColumn needed because in distributed query processing,
       *    each server returns its own value.
       */
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        columns[result].column = columns[result].type->createColumnConst(
+        return result_type->createColumnConst(
             input_rows_count, DNSResolver::instance().getHostName())->convertToFullColumnIfConst();
     }
 };
diff --git a/src/Functions/identity.cpp b/src/Functions/identity.cpp
index 698f14f14c7..d939c621b56 100644
--- a/src/Functions/identity.cpp
+++ b/src/Functions/identity.cpp
@@ -31,9 +31,9 @@ public:
         return arguments.front();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        columns[result].column = columns[arguments.front()].column;
+        return arguments.front().column;
     }
 };
 
diff --git a/src/Functions/if.cpp b/src/Functions/if.cpp
index dd67f922ddf..d7afe6db8e0 100644
--- a/src/Functions/if.cpp
+++ b/src/Functions/if.cpp
@@ -52,9 +52,8 @@ struct NumIfImpl
     using ArrayA = typename ColumnVector<A>::Container;
     using ArrayB = typename ColumnVector<B>::Container;
     using ColVecResult = ColumnVector<ResultType>;
-    using Block = ColumnsWithTypeAndName;
 
-    static void vectorVector(const ArrayCond & cond, const ArrayA & a, const ArrayB & b, Block & columns, size_t result, UInt32)
+    static ColumnPtr vectorVector(const ArrayCond & cond, const ArrayA & a, const ArrayB & b, UInt32)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size);
@@ -62,10 +61,10 @@ struct NumIfImpl
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? bigint_cast<ResultType>(a[i]) : bigint_cast<ResultType>(b[i]);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void vectorConstant(const ArrayCond & cond, const ArrayA & a, B b, Block & columns, size_t result, UInt32)
+    static ColumnPtr vectorConstant(const ArrayCond & cond, const ArrayA & a, B b, UInt32)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size);
@@ -73,10 +72,10 @@ struct NumIfImpl
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? bigint_cast<ResultType>(a[i]) : bigint_cast<ResultType>(b);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void constantVector(const ArrayCond & cond, A a, const ArrayB & b, Block & columns, size_t result, UInt32)
+    static ColumnPtr constantVector(const ArrayCond & cond, A a, const ArrayB & b, UInt32)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size);
@@ -84,10 +83,10 @@ struct NumIfImpl
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? bigint_cast<ResultType>(a) : bigint_cast<ResultType>(b[i]);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void constantConstant(const ArrayCond & cond, A a, B b, Block & columns, size_t result, UInt32)
+    static ColumnPtr constantConstant(const ArrayCond & cond, A a, B b, UInt32)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size);
@@ -95,7 +94,7 @@ struct NumIfImpl
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? bigint_cast<ResultType>(a) : bigint_cast<ResultType>(b);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
@@ -109,7 +108,7 @@ struct NumIfImpl<Decimal<A>, Decimal<B>, Decimal<R>>
     using ColVecResult = ColumnDecimal<ResultType>;
     using Block = ColumnsWithTypeAndName;
 
-    static void vectorVector(const ArrayCond & cond, const ArrayA & a, const ArrayB & b, Block & columns, size_t result, UInt32 scale)
+    static ColumnPtr vectorVector(const ArrayCond & cond, const ArrayA & a, const ArrayB & b, UInt32 scale)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size, scale);
@@ -117,10 +116,10 @@ struct NumIfImpl<Decimal<A>, Decimal<B>, Decimal<R>>
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? static_cast<ResultType>(a[i]) : static_cast<ResultType>(b[i]);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void vectorConstant(const ArrayCond & cond, const ArrayA & a, B b, Block & columns, size_t result, UInt32 scale)
+    static ColumnPtr vectorConstant(const ArrayCond & cond, const ArrayA & a, B b, UInt32 scale)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size, scale);
@@ -128,10 +127,10 @@ struct NumIfImpl<Decimal<A>, Decimal<B>, Decimal<R>>
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? static_cast<ResultType>(a[i]) : static_cast<ResultType>(b);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void constantVector(const ArrayCond & cond, A a, const ArrayB & b, Block & columns, size_t result, UInt32 scale)
+    static ColumnPtr constantVector(const ArrayCond & cond, A a, const ArrayB & b, UInt32 scale)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size, scale);
@@ -139,10 +138,10 @@ struct NumIfImpl<Decimal<A>, Decimal<B>, Decimal<R>>
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? static_cast<ResultType>(a) : static_cast<ResultType>(b[i]);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    static void constantConstant(const ArrayCond & cond, A a, B b, Block & columns, size_t result, UInt32 scale)
+    static ColumnPtr constantConstant(const ArrayCond & cond, A a, B b, UInt32 scale)
     {
         size_t size = cond.size();
         auto col_res = ColVecResult::create(size, scale);
@@ -150,7 +149,7 @@ struct NumIfImpl<Decimal<A>, Decimal<B>, Decimal<R>>
 
         for (size_t i = 0; i < size; ++i)
             res[i] = cond[i] ? static_cast<ResultType>(a) : static_cast<ResultType>(b);
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
@@ -160,13 +159,13 @@ struct NumIfImpl<A, B, NumberTraits::Error>
 private:
     [[noreturn]] static void throwError()
     {
-        throw Exception("Invalid types of arguments 2 and 3 of if", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        throw Exception("Incompatible types of arguments corresponding to two conditional branches", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 public:
-    template <typename... Args> static void vectorVector(Args &&...) { throwError(); }
-    template <typename... Args> static void vectorConstant(Args &&...) { throwError(); }
-    template <typename... Args> static void constantVector(Args &&...) { throwError(); }
-    template <typename... Args> static void constantConstant(Args &&...) { throwError(); }
+    template <typename... Args> static ColumnPtr vectorVector(Args &&...) { throwError(); }
+    template <typename... Args> static ColumnPtr vectorConstant(Args &&...) { throwError(); }
+    template <typename... Args> static ColumnPtr constantVector(Args &&...) { throwError(); }
+    template <typename... Args> static ColumnPtr constantConstant(Args &&...) { throwError(); }
 };
 
 
@@ -178,12 +177,12 @@ public:
 
 private:
     template <typename T0, typename T1>
-    static UInt32 decimalScale(ColumnsWithTypeAndName & columns [[maybe_unused]], const ColumnNumbers & arguments [[maybe_unused]])
+    static UInt32 decimalScale(ColumnsWithTypeAndName & arguments [[maybe_unused]])
     {
         if constexpr (IsDecimalNumber<T0> && IsDecimalNumber<T1>)
         {
-            UInt32 left_scale = getDecimalScale(*columns[arguments[1]].type);
-            UInt32 right_scale = getDecimalScale(*columns[arguments[2]].type);
+            UInt32 left_scale = getDecimalScale(*arguments[1].type);
+            UInt32 right_scale = getDecimalScale(*arguments[2].type);
             if (left_scale != right_scale)
                 throw Exception("Conditional functions with different Decimal scales", ErrorCodes::NOT_IMPLEMENTED);
             return left_scale;
@@ -193,87 +192,78 @@ private:
     }
 
     template <typename T0, typename T1, typename ColVecT0, typename ColVecT1>
-    bool executeRightType(
+    ColumnPtr executeRightType(
             const ColumnUInt8 * cond_col,
-            ColumnsWithTypeAndName & columns,
-            const ColumnNumbers & arguments,
-            size_t result,
+            ColumnsWithTypeAndName & arguments,
             const ColVecT0 * col_left) const
     {
         using ResultType = typename NumberTraits::ResultOfIf<T0, T1>::Type;
 
-        const IColumn * col_right_untyped = columns[arguments[2]].column.get();
-        UInt32 scale = decimalScale<T0, T1>(columns, arguments);
+        const IColumn * col_right_untyped = arguments[2].column.get();
+        UInt32 scale = decimalScale<T0, T1>(arguments);
 
         if (const auto * col_right_vec = checkAndGetColumn<ColVecT1>(col_right_untyped))
         {
-            NumIfImpl<T0, T1, ResultType>::vectorVector(
-                cond_col->getData(), col_left->getData(), col_right_vec->getData(), columns, result, scale);
-            return true;
+            return NumIfImpl<T0, T1, ResultType>::vectorVector(
+                cond_col->getData(), col_left->getData(), col_right_vec->getData(), scale);
         }
         else if (const auto * col_right_const = checkAndGetColumnConst<ColVecT1>(col_right_untyped))
         {
-            NumIfImpl<T0, T1, ResultType>::vectorConstant(
-                cond_col->getData(), col_left->getData(), col_right_const->template getValue<T1>(), columns, result, scale);
-            return true;
+            return NumIfImpl<T0, T1, ResultType>::vectorConstant(
+                cond_col->getData(), col_left->getData(), col_right_const->template getValue<T1>(), scale);
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename T0, typename T1, typename ColVecT0, typename ColVecT1>
-    bool executeConstRightType(
+    ColumnPtr executeConstRightType(
             const ColumnUInt8 * cond_col,
-            ColumnsWithTypeAndName & columns,
-            const ColumnNumbers & arguments,
-            size_t result,
+            ColumnsWithTypeAndName & arguments,
             const ColumnConst * col_left) const
     {
         using ResultType = typename NumberTraits::ResultOfIf<T0, T1>::Type;
 
-        const IColumn * col_right_untyped = columns[arguments[2]].column.get();
-        UInt32 scale = decimalScale<T0, T1>(columns, arguments);
+        const IColumn * col_right_untyped = arguments[2].column.get();
+        UInt32 scale = decimalScale<T0, T1>(arguments);
 
         if (const auto * col_right_vec = checkAndGetColumn<ColVecT1>(col_right_untyped))
         {
-            NumIfImpl<T0, T1, ResultType>::constantVector(
-                cond_col->getData(), col_left->template getValue<T0>(), col_right_vec->getData(), columns, result, scale);
-            return true;
+            return NumIfImpl<T0, T1, ResultType>::constantVector(
+                cond_col->getData(), col_left->template getValue<T0>(), col_right_vec->getData(), scale);
         }
         else if (const auto * col_right_const = checkAndGetColumnConst<ColVecT1>(col_right_untyped))
         {
-            NumIfImpl<T0, T1, ResultType>::constantConstant(
-                cond_col->getData(), col_left->template getValue<T0>(), col_right_const->template getValue<T1>(), columns, result, scale);
-            return true;
+            return NumIfImpl<T0, T1, ResultType>::constantConstant(
+                cond_col->getData(), col_left->template getValue<T0>(), col_right_const->template getValue<T1>(), scale);
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename T0, typename T1, typename ColVecT0, typename ColVecT1>
-    bool executeRightTypeArray(
+    ColumnPtr executeRightTypeArray(
         [[maybe_unused]] const ColumnUInt8 * cond_col,
-        [[maybe_unused]] ColumnsWithTypeAndName & columns,
-        [[maybe_unused]] const ColumnNumbers & arguments,
-        [[maybe_unused]] size_t result,
+        [[maybe_unused]] ColumnsWithTypeAndName & arguments,
+        [[maybe_unused]] const DataTypePtr result_type,
         [[maybe_unused]] const ColumnArray * col_left_array,
         [[maybe_unused]] size_t input_rows_count) const
     {
         if constexpr (std::is_same_v<NumberTraits::Error, typename NumberTraits::ResultOfIf<T0, T1>::Type>)
-            return false;
+            return nullptr;
         else
         {
             using ResultType = typename NumberTraits::ResultOfIf<T0, T1>::Type;
 
-            const IColumn * col_right_untyped = columns[arguments[2]].column.get();
+            const IColumn * col_right_untyped = arguments[2].column.get();
 
             if (const auto * col_right_array = checkAndGetColumn<ColumnArray>(col_right_untyped))
             {
                 const ColVecT1 * col_right_vec = checkAndGetColumn<ColVecT1>(&col_right_array->getData());
                 if (!col_right_vec)
-                    return false;
+                    return nullptr;
 
-                auto res = columns[result].type->createColumn();
+                auto res = result_type->createColumn();
                 auto & arr_res = assert_cast<ColumnArray &>(*res);
 
                 conditional(
@@ -282,16 +272,15 @@ private:
                     NumericArraySink<ResultType>(arr_res.getData(), arr_res.getOffsets(), input_rows_count),
                     cond_col->getData());
 
-                columns[result].column = std::move(res);
-                return true;
+                return res;
             }
             else if (const auto * col_right_const_array = checkAndGetColumnConst<ColumnArray>(col_right_untyped))
             {
                 const ColumnArray * col_right_const_array_data = checkAndGetColumn<ColumnArray>(&col_right_const_array->getDataColumn());
                 if (!checkColumn<ColVecT1>(&col_right_const_array_data->getData()))
-                    return false;
+                    return nullptr;
 
-                auto res = columns[result].type->createColumn();
+                auto res = result_type->createColumn();
                 auto & arr_res = assert_cast<ColumnArray &>(*res);
 
                 conditional(
@@ -300,39 +289,37 @@ private:
                     NumericArraySink<ResultType>(arr_res.getData(), arr_res.getOffsets(), input_rows_count),
                     cond_col->getData());
 
-                columns[result].column = std::move(res);
-                return true;
+                return res;
             }
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename T0, typename T1, typename ColVecT0, typename ColVecT1>
-    bool executeConstRightTypeArray(
+    ColumnPtr executeConstRightTypeArray(
         [[maybe_unused]] const ColumnUInt8 * cond_col,
-        [[maybe_unused]] ColumnsWithTypeAndName & columns,
-        [[maybe_unused]] const ColumnNumbers & arguments,
-        [[maybe_unused]] size_t result,
+        [[maybe_unused]] ColumnsWithTypeAndName & arguments,
+        [[maybe_unused]] const DataTypePtr & result_type,
         [[maybe_unused]] const ColumnConst * col_left_const_array,
         [[maybe_unused]] size_t input_rows_count) const
     {
         if constexpr (std::is_same_v<NumberTraits::Error, typename NumberTraits::ResultOfIf<T0, T1>::Type>)
-            return false;
+            return nullptr;
         else
         {
             using ResultType = typename NumberTraits::ResultOfIf<T0, T1>::Type;
 
-            const IColumn * col_right_untyped = columns[arguments[2]].column.get();
+            const IColumn * col_right_untyped = arguments[2].column.get();
 
             if (const auto * col_right_array = checkAndGetColumn<ColumnArray>(col_right_untyped))
             {
                 const ColVecT1 * col_right_vec = checkAndGetColumn<ColVecT1>(&col_right_array->getData());
 
                 if (!col_right_vec)
-                    return false;
+                    return nullptr;
 
-                auto res = columns[result].type->createColumn();
+                auto res = result_type->createColumn();
                 auto & arr_res = assert_cast<ColumnArray &>(*res);
 
                 conditional(
@@ -341,16 +328,15 @@ private:
                     NumericArraySink<ResultType>(arr_res.getData(), arr_res.getOffsets(), input_rows_count),
                     cond_col->getData());
 
-                columns[result].column = std::move(res);
-                return true;
+                return res;
             }
             else if (const auto * col_right_const_array = checkAndGetColumnConst<ColumnArray>(col_right_untyped))
             {
                 const ColumnArray * col_right_const_array_data = checkAndGetColumn<ColumnArray>(&col_right_const_array->getDataColumn());
                 if (!checkColumn<ColVecT1>(&col_right_const_array_data->getData()))
-                    return false;
+                    return nullptr;
 
-                auto res = columns[result].type->createColumn();
+                auto res = result_type->createColumn();
                 auto & arr_res = assert_cast<ColumnArray &>(*res);
 
                 conditional(
@@ -359,42 +345,41 @@ private:
                     NumericArraySink<ResultType>(arr_res.getData(), arr_res.getOffsets(), input_rows_count),
                     cond_col->getData());
 
-                columns[result].column = std::move(res);
-                return true;
+                return res;
             }
         }
 
-        return false;
+        return nullptr;
     }
 
     template <typename T0, typename T1>
-    bool executeTyped(const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeTyped(const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
     {
         using ColVecT0 = std::conditional_t<IsDecimalNumber<T0>, ColumnDecimal<T0>, ColumnVector<T0>>;
         using ColVecT1 = std::conditional_t<IsDecimalNumber<T1>, ColumnDecimal<T1>, ColumnVector<T1>>;
 
-        const IColumn * col_left_untyped = columns[arguments[1]].column.get();
+        const IColumn * col_left_untyped = arguments[1].column.get();
 
         bool left_ok = false;
-        bool right_ok = false;
+        ColumnPtr right_column = nullptr;
 
         if (const auto * col_left = checkAndGetColumn<ColVecT0>(col_left_untyped))
         {
             left_ok = true;
-            right_ok = executeRightType<T0, T1, ColVecT0, ColVecT1>(cond_col, columns, arguments, result, col_left);
+            right_column = executeRightType<T0, T1, ColVecT0, ColVecT1>(cond_col, arguments, col_left);
         }
         else if (const auto * col_const_left = checkAndGetColumnConst<ColVecT0>(col_left_untyped))
         {
             left_ok = true;
-            right_ok = executeConstRightType<T0, T1, ColVecT0, ColVecT1>(cond_col, columns, arguments, result, col_const_left);
+            right_column = executeConstRightType<T0, T1, ColVecT0, ColVecT1>(cond_col, arguments, col_const_left);
         }
         else if (const auto * col_arr_left = checkAndGetColumn<ColumnArray>(col_left_untyped))
         {
             if (auto col_arr_left_elems = checkAndGetColumn<ColVecT0>(&col_arr_left->getData()))
             {
                 left_ok = true;
-                right_ok = executeRightTypeArray<T0, T1, ColVecT0, ColVecT1>(
-                    cond_col, columns, arguments, result, col_arr_left, input_rows_count);
+                right_column = executeRightTypeArray<T0, T1, ColVecT0, ColVecT1>(
+                    cond_col, arguments, result_type, col_arr_left, input_rows_count);
             }
         }
         else if (const auto * col_const_arr_left = checkAndGetColumnConst<ColumnArray>(col_left_untyped))
@@ -402,26 +387,26 @@ private:
             if (checkColumn<ColVecT0>(&assert_cast<const ColumnArray &>(col_const_arr_left->getDataColumn()).getData()))
             {
                 left_ok = true;
-                right_ok = executeConstRightTypeArray<T0, T1, ColVecT0, ColVecT1>(
-                    cond_col, columns, arguments, result, col_const_arr_left, input_rows_count);
+                right_column = executeConstRightTypeArray<T0, T1, ColVecT0, ColVecT1>(
+                    cond_col, arguments, result_type, col_const_arr_left, input_rows_count);
             }
         }
 
         if (!left_ok)
-            return false;
+            return nullptr;
 
-        ColumnWithTypeAndName & right_column_typed = columns[arguments[2]];
-        if (!right_ok)
+        ColumnWithTypeAndName & right_column_typed = arguments[2];
+        if (!right_column)
             throw Exception("Illegal column " + right_column_typed.column->getName() + " of third argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
-        return true;
+        return right_column;
     }
 
-    static bool executeString(const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr executeString(const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type)
     {
-        const IColumn * col_then_untyped = columns[arguments[1]].column.get();
-        const IColumn * col_else_untyped = columns[arguments[2]].column.get();
+        const IColumn * col_then_untyped = arguments[1].column.get();
+        const IColumn * col_else_untyped = arguments[2].column.get();
 
         const ColumnString * col_then = checkAndGetColumn<ColumnString>(col_then_untyped);
         const ColumnString * col_else = checkAndGetColumn<ColumnString>(col_else_untyped);
@@ -435,11 +420,11 @@ private:
         const PaddedPODArray<UInt8> & cond_data = cond_col->getData();
         size_t rows = cond_data.size();
 
-        if (isFixedString(columns[result].type))
+        if (isFixedString(result_type))
         {
             /// The result is FixedString.
 
-            auto col_res_untyped = columns[result].type->createColumn();
+            auto col_res_untyped = result_type->createColumn();
             ColumnFixedString * col_res = assert_cast<ColumnFixedString *>(col_res_untyped.get());
             auto sink = FixedStringSink(*col_res, rows);
 
@@ -453,13 +438,12 @@ private:
                 conditional(ConstSource<FixedStringSource>(*col_then_const_fixed),
                             ConstSource<FixedStringSource>(*col_else_const_fixed), sink, cond_data);
             else
-                return false;
+                return nullptr;
 
-            columns[result].column = std::move(col_res_untyped);
-            return true;
+            return col_res_untyped;
         }
 
-        if (isString(columns[result].type))
+        if (isString(result_type))
         {
             /// The result is String.
 
@@ -500,23 +484,22 @@ private:
                 conditional(ConstSource<FixedStringSource>(*col_then_const_fixed),
                             ConstSource<FixedStringSource>(*col_else_const_fixed), sink, cond_data);
             else
-                return false;
+                return nullptr;
 
-            columns[result].column = std::move(col_res);
-            return true;
+            return col_res;
         }
 
-        return false;
+        return nullptr;
     }
 
-    static bool executeGenericArray(const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result)
+    static ColumnPtr executeGenericArray(const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type)
     {
         /// For generic implementation, arrays must be of same type.
-        if (!columns[arguments[1]].type->equals(*columns[arguments[2]].type))
-            return false;
+        if (!arguments[1].type->equals(*arguments[2].type))
+            return nullptr;
 
-        const IColumn * col_then_untyped = columns[arguments[1]].column.get();
-        const IColumn * col_else_untyped = columns[arguments[2]].column.get();
+        const IColumn * col_then_untyped = arguments[1].column.get();
+        const IColumn * col_else_untyped = arguments[2].column.get();
 
         const ColumnArray * col_arr_then = checkAndGetColumn<ColumnArray>(col_then_untyped);
         const ColumnArray * col_arr_else = checkAndGetColumn<ColumnArray>(col_else_untyped);
@@ -529,7 +512,7 @@ private:
         if ((col_arr_then || col_arr_then_const)
             && (col_arr_else || col_arr_else_const))
         {
-            auto res = columns[result].type->createColumn();
+            auto res = result_type->createColumn();
             auto * col_res = assert_cast<ColumnArray *>(res.get());
 
             if (col_arr_then && col_arr_else)
@@ -541,21 +524,20 @@ private:
             else if (col_arr_then_const && col_arr_else_const)
                 conditional(ConstSource<GenericArraySource>(*col_arr_then_const), ConstSource<GenericArraySource>(*col_arr_else_const), GenericArraySink(col_res->getData(), col_res->getOffsets(), rows), cond_data);
             else
-                return false;
+                return nullptr;
 
-            columns[result].column = std::move(res);
-            return true;
+            return res;
         }
 
-        return false;
+        return nullptr;
     }
 
-    bool executeTuple(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeTuple(ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
         /// Calculate function for each corresponding elements of tuples.
 
-        const ColumnWithTypeAndName & arg1 = columns[arguments[1]];
-        const ColumnWithTypeAndName & arg2 = columns[arguments[2]];
+        const ColumnWithTypeAndName & arg1 = arguments[1];
+        const ColumnWithTypeAndName & arg2 = arguments[2];
 
         Columns col1_contents;
         Columns col2_contents;
@@ -565,53 +547,41 @@ private:
         else if (const ColumnConst * const_tuple = checkAndGetColumnConst<ColumnTuple>(arg1.column.get()))
             col1_contents = convertConstTupleToConstantElements(*const_tuple);
         else
-            return false;
+            return nullptr;
 
         if (const ColumnTuple * tuple2 = typeid_cast<const ColumnTuple *>(arg2.column.get()))
             col2_contents = tuple2->getColumnsCopy();
         else if (const ColumnConst * const_tuple = checkAndGetColumnConst<ColumnTuple>(arg2.column.get()))
             col2_contents = convertConstTupleToConstantElements(*const_tuple);
         else
-            return false;
+            return nullptr;
 
         const DataTypeTuple & type1 = static_cast<const DataTypeTuple &>(*arg1.type);
         const DataTypeTuple & type2 = static_cast<const DataTypeTuple &>(*arg2.type);
 
-        ColumnsWithTypeAndName temporary_columns;
-        temporary_columns.emplace_back(columns[arguments[0]]);
+        ColumnsWithTypeAndName temporary_columns(3);
+        temporary_columns[0] = arguments[0];
 
         size_t tuple_size = type1.getElements().size();
         Columns tuple_columns(tuple_size);
 
         for (size_t i = 0; i < tuple_size; ++i)
         {
-            temporary_columns.emplace_back(ColumnWithTypeAndName{nullptr,
-                getReturnTypeImpl({std::make_shared<DataTypeUInt8>(), type1.getElements()[i], type2.getElements()[i]}),
-                {}});
+            temporary_columns[1] = {col1_contents[i], type1.getElements()[i], {}};
+            temporary_columns[2] = {col2_contents[i], type2.getElements()[i], {}};
 
-            temporary_columns.emplace_back(ColumnWithTypeAndName{col1_contents[i], type1.getElements()[i], {}});
-            temporary_columns.emplace_back(ColumnWithTypeAndName{col2_contents[i], type2.getElements()[i], {}});
-
-            /// temporary_columns will be: cond, res_0, ..., res_i, then_i, else_i
-            executeImpl(temporary_columns, {0, i + 2, i + 3}, i + 1, input_rows_count);
-            temporary_columns.erase(temporary_columns.begin() + (i + 3));
-            temporary_columns.erase(temporary_columns.begin() + (i + 2));
-
-            tuple_columns[i] = temporary_columns[i + 1].column;
+            tuple_columns[i] = executeImpl(temporary_columns, std::make_shared<DataTypeUInt8>(), input_rows_count);
         }
 
-        /// temporary_columns is: cond, res_0, res_1, res_2...
-
-        columns[result].column = ColumnTuple::create(tuple_columns);
-        return true;
+        return ColumnTuple::create(tuple_columns);
     }
 
-    static void executeGeneric(
-            const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count)
+    static ColumnPtr executeGeneric(
+        const ColumnUInt8 * cond_col, ColumnsWithTypeAndName & arguments, size_t input_rows_count)
     {
         /// Convert both columns to the common type (if needed).
-        const ColumnWithTypeAndName & arg1 = columns[arguments[1]];
-        const ColumnWithTypeAndName & arg2 = columns[arguments[2]];
+        const ColumnWithTypeAndName & arg1 = arguments[1];
+        const ColumnWithTypeAndName & arg2 = arguments[2];
 
         DataTypePtr common_type = getLeastSupertype({arg1.type, arg2.type});
 
@@ -669,12 +639,12 @@ private:
                 result_column->insertFrom(cond_array[i] ? *col_then : *col_else, i);
         }
 
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 
-    bool executeForConstAndNullableCondition(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const
+    ColumnPtr executeForConstAndNullableCondition(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const
     {
-        const ColumnWithTypeAndName & arg_cond = columns[arguments[0]];
+        const ColumnWithTypeAndName & arg_cond = arguments[0];
         bool cond_is_null = arg_cond.column->onlyNull();
 
         ColumnPtr not_const_condition = arg_cond.column;
@@ -700,32 +670,20 @@ private:
             }
         }
 
-        const auto & column1 = columns[arguments[1]];
-        const auto & column2 = columns[arguments[2]];
-        auto & result_column = columns[result];
+        const auto & column1 = arguments[1];
+        const auto & column2 = arguments[2];
 
         if (cond_is_true)
-        {
-            result_column.column = castColumn(column1, result_column.type);
-            return true;
-        }
+            return castColumn(column1, result_type);
         else if (cond_is_false || cond_is_null)
-        {
-            result_column.column = castColumn(column2, result_column.type);
-            return true;
-        }
+            return castColumn(column2, result_type);
 
         if (const auto * nullable = checkAndGetColumn<ColumnNullable>(*not_const_condition))
         {
             ColumnPtr new_cond_column = nullable->getNestedColumnPtr();
             size_t column_size = arg_cond.column->size();
 
-            if (cond_is_null || cond_is_true || cond_is_false) /// Nullable(Nothing) or consts
-            {
-                UInt8 value = cond_is_true ? 1 : 0;
-                new_cond_column = ColumnConst::create(ColumnUInt8::create(1, value), column_size);
-            }
-            else if (checkAndGetColumn<ColumnUInt8>(*new_cond_column))
+            if (checkAndGetColumn<ColumnUInt8>(*new_cond_column))
             {
                 auto nested_column_copy = new_cond_column->cloneResized(new_cond_column->size());
                 typeid_cast<ColumnUInt8 *>(nested_column_copy.get())->applyZeroMap(nullable->getNullMapData());
@@ -743,16 +701,12 @@ private:
                 { new_cond_column, removeNullable(arg_cond.type), arg_cond.name },
                 column1,
                 column2,
-                result_column
             };
 
-            executeImpl(temporary_columns, {0, 1, 2}, 3, new_cond_column->size());
-
-            result_column.column = std::move(temporary_columns[3].column);
-            return true;
+            return executeImpl(temporary_columns, result_type, new_cond_column->size());
         }
 
-        return false;
+        return nullptr;
     }
 
     static ColumnPtr materializeColumnIfConst(const ColumnPtr & column)
@@ -790,17 +744,17 @@ private:
         return column;
     }
 
-    bool executeForNullableThenElse(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeForNullableThenElse(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
     {
-        const ColumnWithTypeAndName & arg_cond = columns[arguments[0]];
-        const ColumnWithTypeAndName & arg_then = columns[arguments[1]];
-        const ColumnWithTypeAndName & arg_else = columns[arguments[2]];
+        const ColumnWithTypeAndName & arg_cond = arguments[0];
+        const ColumnWithTypeAndName & arg_then = arguments[1];
+        const ColumnWithTypeAndName & arg_else = arguments[2];
 
         const auto * then_is_nullable = checkAndGetColumn<ColumnNullable>(*arg_then.column);
         const auto * else_is_nullable = checkAndGetColumn<ColumnNullable>(*arg_else.column);
 
         if (!then_is_nullable && !else_is_nullable)
-            return false;
+            return nullptr;
 
         /** Calculate null mask of result and nested column separately.
           */
@@ -823,17 +777,10 @@ private:
                         : DataTypeUInt8().createColumnConstWithDefaultValue(input_rows_count),
                     std::make_shared<DataTypeUInt8>(),
                     ""
-                },
-                {
-                    nullptr,
-                    std::make_shared<DataTypeUInt8>(),
-                    ""
                 }
             });
 
-            executeImpl(temporary_columns, {0, 1, 2}, 3, input_rows_count);
-
-            result_null_mask = temporary_columns[3].column;
+            result_null_mask = executeImpl(temporary_columns, std::make_shared<DataTypeUInt8>(), input_rows_count);
         }
 
         ColumnPtr result_nested_column;
@@ -851,41 +798,30 @@ private:
                     recursiveGetNestedColumnWithoutNullable(arg_else.column),
                     removeNullable(arg_else.type),
                     ""
-                },
-                {
-                    nullptr,
-                    removeNullable(columns[result].type),
-                    ""
                 }
             });
 
-            executeImpl(temporary_columns, {0, 1, 2}, 3, temporary_columns.front().column->size());
-
-            result_nested_column = temporary_columns[3].column;
+            result_nested_column = executeImpl(temporary_columns, removeNullable(result_type), temporary_columns.front().column->size());
         }
 
-        columns[result].column = ColumnNullable::create(
+        return ColumnNullable::create(
             materializeColumnIfConst(result_nested_column), materializeColumnIfConst(result_null_mask));
-        return true;
     }
 
-    bool executeForNullThenElse(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+    ColumnPtr executeForNullThenElse(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
     {
-        const ColumnWithTypeAndName & arg_cond = columns[arguments[0]];
-        const ColumnWithTypeAndName & arg_then = columns[arguments[1]];
-        const ColumnWithTypeAndName & arg_else = columns[arguments[2]];
+        const ColumnWithTypeAndName & arg_cond = arguments[0];
+        const ColumnWithTypeAndName & arg_then = arguments[1];
+        const ColumnWithTypeAndName & arg_else = arguments[2];
 
         bool then_is_null = arg_then.column->onlyNull();
         bool else_is_null = arg_else.column->onlyNull();
 
         if (!then_is_null && !else_is_null)
-            return false;
+            return nullptr;
 
         if (then_is_null && else_is_null)
-        {
-            columns[result].column = columns[result].type->createColumnConstWithDefaultValue(input_rows_count);
-            return true;
-        }
+            return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
         const ColumnUInt8 * cond_col = typeid_cast<const ColumnUInt8 *>(arg_cond.column.get());
         const ColumnConst * cond_const_col = checkAndGetColumnConst<ColumnVector<UInt8>>(arg_cond.column.get());
@@ -900,26 +836,22 @@ private:
                     auto arg_else_column = arg_else.column;
                     auto result_column = IColumn::mutate(std::move(arg_else_column));
                     assert_cast<ColumnNullable &>(*result_column).applyNullMap(assert_cast<const ColumnUInt8 &>(*arg_cond.column));
-                    columns[result].column = std::move(result_column);
+                    return result_column;
                 }
                 else
-                {
-                    columns[result].column = ColumnNullable::create(
-                        materializeColumnIfConst(arg_else.column), arg_cond.column);
-                }
+                    return ColumnNullable::create(materializeColumnIfConst(arg_else.column), arg_cond.column);
             }
             else if (cond_const_col)
             {
                 if (cond_const_col->getValue<UInt8>())
-                    columns[result].column = columns[result].type->createColumn()->cloneResized(input_rows_count);
+                    return result_type->createColumn()->cloneResized(input_rows_count);
                 else
-                    columns[result].column = makeNullableColumnIfNot(arg_else.column);
+                    return makeNullableColumnIfNot(arg_else.column);
             }
             else
                 throw Exception("Illegal column " + arg_cond.column->getName() + " of first argument of function " + getName()
                     + ". Must be ColumnUInt8 or ColumnConstUInt8.",
                     ErrorCodes::ILLEGAL_COLUMN);
-            return true;
         }
 
         /// If else is NULL, we create Nullable column with null mask OR-ed with negated condition.
@@ -942,29 +874,25 @@ private:
                     auto arg_then_column = arg_then.column;
                     auto result_column = IColumn::mutate(std::move(arg_then_column));
                     assert_cast<ColumnNullable &>(*result_column).applyNegatedNullMap(assert_cast<const ColumnUInt8 &>(*arg_cond.column));
-                    columns[result].column = std::move(result_column);
+                    return result_column;
                 }
                 else
-                {
-                    columns[result].column = ColumnNullable::create(
-                        materializeColumnIfConst(arg_then.column), std::move(negated_null_map));
-                }
+                    return ColumnNullable::create(materializeColumnIfConst(arg_then.column), std::move(negated_null_map));
             }
             else if (cond_const_col)
             {
                 if (cond_const_col->getValue<UInt8>())
-                    columns[result].column = makeNullableColumnIfNot(arg_then.column);
+                    return makeNullableColumnIfNot(arg_then.column);
                 else
-                    columns[result].column = columns[result].type->createColumn()->cloneResized(input_rows_count);
+                    return result_type->createColumn()->cloneResized(input_rows_count);
             }
             else
                 throw Exception("Illegal column " + arg_cond.column->getName() + " of first argument of function " + getName()
                     + ". Must be ColumnUInt8 or ColumnConstUInt8.",
                     ErrorCodes::ILLEGAL_COLUMN);
-            return true;
         }
 
-        return false;
+        return nullptr;
     }
 
 public:
@@ -995,23 +923,23 @@ public:
         return getLeastSupertype({arguments[1], arguments[2]});
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        if (executeForConstAndNullableCondition(columns, arguments, result, input_rows_count)
-            || executeForNullThenElse(columns, arguments, result, input_rows_count)
-            || executeForNullableThenElse(columns, arguments, result, input_rows_count))
-            return;
+        ColumnPtr res;
+        if (   (res = executeForConstAndNullableCondition(arguments, result_type, input_rows_count))
+            || (res = executeForNullThenElse(arguments, result_type, input_rows_count))
+            || (res = executeForNullableThenElse(arguments, result_type, input_rows_count)))
+            return res;
 
-        const ColumnWithTypeAndName & arg_cond = columns[arguments[0]];
-        const ColumnWithTypeAndName & arg_then = columns[arguments[1]];
-        const ColumnWithTypeAndName & arg_else = columns[arguments[2]];
+        const ColumnWithTypeAndName & arg_cond = arguments[0];
+        const ColumnWithTypeAndName & arg_then = arguments[1];
+        const ColumnWithTypeAndName & arg_else = arguments[2];
 
         /// A case for identical then and else (pointers are the same).
         if (arg_then.column.get() == arg_else.column.get())
         {
             /// Just point result to them.
-            columns[result].column = arg_then.column;
-            return;
+            return arg_then.column;
         }
 
         const ColumnUInt8 * cond_col = typeid_cast<const ColumnUInt8 *>(arg_cond.column.get());
@@ -1022,10 +950,9 @@ public:
         {
             if (arg_then.type->equals(*arg_else.type))
             {
-                columns[result].column = cond_const_col->getValue<UInt8>()
+                return cond_const_col->getValue<UInt8>()
                     ? arg_then.column
                     : arg_else.column;
-                return;
             }
             else
             {
@@ -1045,7 +972,7 @@ public:
             using T0 = typename Types::LeftType;
             using T1 = typename Types::RightType;
 
-            return executeTyped<T0, T1>(cond_col, columns, arguments, result, input_rows_count);
+            return (res = executeTyped<T0, T1>(cond_col, arguments, result_type, input_rows_count)) != nullptr;
         };
 
         TypeIndex left_id = arg_then.type->getTypeId();
@@ -1058,13 +985,15 @@ public:
             right_id = right_array->getNestedType()->getTypeId();
 
         if (!(callOnBasicTypes<true, true, true, false>(left_id, right_id, call)
-            || executeTyped<UInt128, UInt128>(cond_col, columns, arguments, result, input_rows_count)
-            || executeString(cond_col, columns, arguments, result)
-            || executeGenericArray(cond_col, columns, arguments, result)
-            || executeTuple(columns, arguments, result, input_rows_count)))
+            || (res = executeTyped<UInt128, UInt128>(cond_col, arguments, result_type, input_rows_count))
+            || (res = executeString(cond_col, arguments, result_type))
+            || (res = executeGenericArray(cond_col, arguments, result_type))
+            || (res = executeTuple(arguments, input_rows_count))))
         {
-            executeGeneric(cond_col, columns, arguments, result, input_rows_count);
+            return executeGeneric(cond_col, arguments, input_rows_count);
         }
+
+        return res;
     }
 };
 
diff --git a/src/Functions/ifNotFinite.cpp b/src/Functions/ifNotFinite.cpp
index a841529ed8f..e4feabab3f8 100644
--- a/src/Functions/ifNotFinite.cpp
+++ b/src/Functions/ifNotFinite.cpp
@@ -36,28 +36,26 @@ public:
 
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
     {
-        auto is_finite_type = FunctionFactory::instance().get("isFinite", context)->build({arguments[0]})->getReturnType();
-        auto if_type = FunctionFactory::instance().get("if", context)->build({{nullptr, is_finite_type, ""}, arguments[0], arguments[1]})->getReturnType();
+        auto is_finite_type = FunctionFactory::instance().get("isFinite", context)->build({arguments[0]})->getResultType();
+        auto if_type = FunctionFactory::instance().get("if", context)->build({{nullptr, is_finite_type, ""}, arguments[0], arguments[1]})->getResultType();
         return if_type;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        ColumnsWithTypeAndName temp_columns = columns;
+        ColumnsWithTypeAndName is_finite_columns{arguments[0]};
+        auto is_finite = FunctionFactory::instance().get("isFinite", context)->build(is_finite_columns);
+        auto res = is_finite->execute(is_finite_columns, is_finite->getResultType(), input_rows_count);
 
-        auto is_finite = FunctionFactory::instance().get("isFinite", context)->build({temp_columns[arguments[0]]});
+        ColumnsWithTypeAndName if_columns
+        {
+            {res, is_finite->getResultType(), ""},
+            arguments[0],
+            arguments[1],
+        };
 
-        size_t is_finite_pos = temp_columns.size();
-        temp_columns.emplace_back(ColumnWithTypeAndName{nullptr, is_finite->getReturnType(), ""});
-
-        auto func_if = FunctionFactory::instance().get("if", context)->build(
-            {temp_columns[is_finite_pos], temp_columns[arguments[0]], temp_columns[arguments[1]]});
-
-        is_finite->execute(temp_columns, {arguments[0]}, is_finite_pos, input_rows_count);
-
-        func_if->execute(temp_columns, {is_finite_pos, arguments[0], arguments[1]}, result, input_rows_count);
-
-        columns[result].column = std::move(temp_columns[result].column);
+        auto func_if = FunctionFactory::instance().get("if", context)->build(if_columns);
+        return func_if->execute(if_columns, result_type, input_rows_count);
     }
 
 private:
diff --git a/src/Functions/ifNull.cpp b/src/Functions/ifNull.cpp
index 98c13e5353d..f69bb86aa9b 100644
--- a/src/Functions/ifNull.cpp
+++ b/src/Functions/ifNull.cpp
@@ -49,45 +49,37 @@ public:
         return getLeastSupertype({removeNullable(arguments[0]), arguments[1]});
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /// Always null.
-        if (columns[arguments[0]].type->onlyNull())
-        {
-            columns[result].column = columns[arguments[1]].column;
-            return;
-        }
+        if (arguments[0].type->onlyNull())
+            return arguments[1].column;
 
         /// Could not contain nulls, so nullIf makes no sense.
-        if (!columns[arguments[0]].type->isNullable())
-        {
-            columns[result].column = columns[arguments[0]].column;
-            return;
-        }
+        if (!arguments[0].type->isNullable())
+            return arguments[0].column;
 
         /// ifNull(col1, col2) == if(isNotNull(col1), assumeNotNull(col1), col2)
 
-        ColumnsWithTypeAndName temp_columns = columns;
+        ColumnsWithTypeAndName columns{arguments[0]};
 
-        size_t is_not_null_pos = temp_columns.size();
-        temp_columns.emplace_back(ColumnWithTypeAndName{nullptr, std::make_shared<DataTypeUInt8>(), ""});
-        size_t assume_not_null_pos = temp_columns.size();
-        temp_columns.emplace_back(ColumnWithTypeAndName{nullptr, removeNullable(columns[arguments[0]].type), ""});
+        auto is_not_null = FunctionFactory::instance().get("isNotNull", context)->build(columns);
+        auto is_not_null_type = std::make_shared<DataTypeUInt8>();
+        auto is_not_null_res = is_not_null->execute(columns, is_not_null_type, input_rows_count);
 
-        auto is_not_null = FunctionFactory::instance().get("isNotNull", context)->build(
-            {temp_columns[arguments[0]]});
+        auto assume_not_null = FunctionFactory::instance().get("assumeNotNull", context)->build(columns);
+        auto assume_not_null_type = removeNullable(arguments[0].type);
+        auto assume_nut_null_res = assume_not_null->execute(columns, assume_not_null_type, input_rows_count);
 
-        auto assume_not_null = FunctionFactory::instance().get("assumeNotNull", context)->build(
-            {temp_columns[arguments[0]]});
+        ColumnsWithTypeAndName if_columns
+        {
+                {is_not_null_res, is_not_null_type, ""},
+                {assume_nut_null_res, assume_not_null_type, ""},
+                arguments[1],
+        };
 
-        auto func_if = FunctionFactory::instance().get("if", context)->build(
-            {temp_columns[is_not_null_pos], temp_columns[assume_not_null_pos], temp_columns[arguments[1]]}); //-V557
-
-        is_not_null->execute(temp_columns, {arguments[0]}, is_not_null_pos, input_rows_count);
-        assume_not_null->execute(temp_columns, {arguments[0]}, assume_not_null_pos, input_rows_count);
-        func_if->execute(temp_columns, {is_not_null_pos, assume_not_null_pos, arguments[1]}, result, input_rows_count);
-
-        columns[result].column = std::move(temp_columns[result].column);
+        auto func_if = FunctionFactory::instance().get("if", context)->build(if_columns); //-V557
+        return func_if->execute(if_columns, result_type, input_rows_count);
     }
 
 private:
diff --git a/src/Functions/ignore.cpp b/src/Functions/ignore.cpp
index 89682b717ea..e97c595de63 100644
--- a/src/Functions/ignore.cpp
+++ b/src/Functions/ignore.cpp
@@ -40,12 +40,12 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, 0u);
+        return DataTypeUInt8().createColumnConst(input_rows_count, 0u);
     }
 
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName &, const ColumnNumbers &) const override
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName &) const override
     {
         return DataTypeUInt8().createColumnConst(1, 0u);
     }
diff --git a/src/Functions/in.cpp b/src/Functions/in.cpp
index 5b6ce03420f..683983dc416 100644
--- a/src/Functions/in.cpp
+++ b/src/Functions/in.cpp
@@ -80,16 +80,13 @@ public:
 
     bool useDefaultImplementationForNulls() const override { return null_is_skipped; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, [[maybe_unused]] size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, [[maybe_unused]] size_t input_rows_count) const override
     {
         if constexpr (ignore_set)
-        {
-            columns[result].column = ColumnUInt8::create(input_rows_count, 0u);
-            return;
-        }
+            return ColumnUInt8::create(input_rows_count, 0u);
 
         /// Second argument must be ColumnSet.
-        ColumnPtr column_set_ptr = columns[arguments[1]].column;
+        ColumnPtr column_set_ptr = arguments[1].column;
         const ColumnSet * column_set = checkAndGetColumnConstData<const ColumnSet>(column_set_ptr.get());
         if (!column_set)
             column_set = checkAndGetColumn<const ColumnSet>(column_set_ptr.get());
@@ -100,7 +97,7 @@ public:
         DB::Block columns_of_key_columns;
 
         /// First argument may be a tuple or a single column.
-        const ColumnWithTypeAndName & left_arg = columns[arguments[0]];
+        const ColumnWithTypeAndName & left_arg = arguments[0];
         const ColumnTuple * tuple = typeid_cast<const ColumnTuple *>(left_arg.column.get());
         const ColumnConst * const_tuple = checkAndGetColumnConst<ColumnTuple>(left_arg.column.get());
         const DataTypeTuple * type_tuple = typeid_cast<const DataTypeTuple *>(left_arg.type.get());
@@ -125,7 +122,7 @@ public:
         else
             columns_of_key_columns.insert(left_arg);
 
-        columns[result].column = set->execute(columns_of_key_columns, negative);
+        return set->execute(columns_of_key_columns, negative);
     }
 };
 
diff --git a/src/Functions/initializeAggregation.cpp b/src/Functions/initializeAggregation.cpp
index 7c4fc13e598..7d0eab8db26 100644
--- a/src/Functions/initializeAggregation.cpp
+++ b/src/Functions/initializeAggregation.cpp
@@ -41,7 +41,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override;
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override;
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override;
 
 private:
     mutable AggregateFunctionPtr aggregate_function;
@@ -87,7 +87,7 @@ DataTypePtr FunctionInitializeAggregation::getReturnTypeImpl(const ColumnsWithTy
 }
 
 
-void FunctionInitializeAggregation::executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const
+ColumnPtr FunctionInitializeAggregation::executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const
 {
     IAggregateFunction & agg_func = *aggregate_function;
     std::unique_ptr<Arena> arena = std::make_unique<Arena>();
@@ -99,14 +99,14 @@ void FunctionInitializeAggregation::executeImpl(ColumnsWithTypeAndName & columns
 
     for (size_t i = 0; i < num_arguments_columns; ++i)
     {
-        const IColumn * col = columns[arguments[i + 1]].column.get();
+        const IColumn * col = arguments[i + 1].column.get();
         materialized_columns.emplace_back(col->convertToFullColumnIfConst());
         aggregate_arguments_vec[i] = &(*materialized_columns.back());
     }
 
     const IColumn ** aggregate_arguments = aggregate_arguments_vec.data();
 
-    MutableColumnPtr result_holder = columns[result].type->createColumn();
+    MutableColumnPtr result_holder = result_type->createColumn();
     IColumn & res_col = *result_holder;
 
     /// AggregateFunction's states should be inserted into column using specific way
@@ -114,7 +114,7 @@ void FunctionInitializeAggregation::executeImpl(ColumnsWithTypeAndName & columns
 
     if (!res_col_aggregate_function && agg_func.isState())
         throw Exception("State function " + agg_func.getName() + " inserts results into non-state column "
-                        + columns[result].type->getName(), ErrorCodes::ILLEGAL_COLUMN);
+                        + result_type->getName(), ErrorCodes::ILLEGAL_COLUMN);
 
     PODArray<AggregateDataPtr> places(input_rows_count);
     for (size_t i = 0; i < input_rows_count; ++i)
@@ -150,7 +150,7 @@ void FunctionInitializeAggregation::executeImpl(ColumnsWithTypeAndName & columns
             agg_func.insertResultInto(places[i], res_col, arena.get());
         else
             res_col_aggregate_function->insertFrom(places[i]);
-    columns[result].column = std::move(result_holder);
+    return result_holder;
 }
 
 }
diff --git a/src/Functions/isConstant.cpp b/src/Functions/isConstant.cpp
index 1babd6f89e5..b67929ac6f4 100644
--- a/src/Functions/isConstant.cpp
+++ b/src/Functions/isConstant.cpp
@@ -37,10 +37,10 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto & elem = columns[arguments[0]];
-        columns[result].column = ColumnUInt8::create(input_rows_count, isColumnConst(*elem.column));
+        const auto & elem = arguments[0];
+        return ColumnUInt8::create(input_rows_count, isColumnConst(*elem.column));
     }
 };
 
diff --git a/src/Functions/isDecimalOverflow.cpp b/src/Functions/isDecimalOverflow.cpp
index 7c4f619a587..323c9951a96 100644
--- a/src/Functions/isDecimalOverflow.cpp
+++ b/src/Functions/isDecimalOverflow.cpp
@@ -22,7 +22,7 @@ namespace
 {
 
 /// Returns 1 if and Decimal value has more digits then it's Precision allow, 0 otherwise.
-/// Precision could be set as second argument or omitted. If ommited function uses Decimal presicion of the first argument.
+/// Precision could be set as second argument or omitted. If omitted function uses Decimal precision of the first argument.
 class FunctionIsDecimalOverflow : public IFunction
 {
 public:
@@ -60,16 +60,16 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result_pos, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto & src_column = columns[arguments[0]];
+        const auto & src_column = arguments[0];
         if (!src_column.column)
             throw Exception("Illegal column while execute function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
         UInt32 precision = 0;
         if (arguments.size() == 2)
         {
-            const auto & precision_column = columns[arguments[1]];
+            const auto & precision_column = arguments[1];
             if (!precision_column.column)
                 throw Exception("Illegal column while execute function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
@@ -112,7 +112,7 @@ public:
             throw Exception("Wrong call for " + getName() + " with " + src_column.type->getName(),
                             ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result_pos].column = std::move(result_column);
+        return result_column;
     }
 
 private:
diff --git a/src/Functions/isNotNull.cpp b/src/Functions/isNotNull.cpp
index f0a81cb54d8..5e05c2c1ab0 100644
--- a/src/Functions/isNotNull.cpp
+++ b/src/Functions/isNotNull.cpp
@@ -39,9 +39,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnWithTypeAndName & elem = columns[arguments[0]];
+        const ColumnWithTypeAndName & elem = arguments[0];
         if (const auto * nullable = checkAndGetColumn<ColumnNullable>(*elem.column))
         {
             /// Return the negated null map.
@@ -52,12 +52,12 @@ public:
             for (size_t i = 0; i < input_rows_count; ++i)
                 res_data[i] = !src_data[i];
 
-            columns[result].column = std::move(res_column);
+            return res_column;
         }
         else
         {
             /// Since no element is nullable, return a constant one.
-            columns[result].column = DataTypeUInt8().createColumnConst(elem.column->size(), 1u);
+            return DataTypeUInt8().createColumnConst(elem.column->size(), 1u);
         }
     }
 };
diff --git a/src/Functions/isNull.cpp b/src/Functions/isNull.cpp
index 211f36d2369..5947633c2a3 100644
--- a/src/Functions/isNull.cpp
+++ b/src/Functions/isNull.cpp
@@ -38,19 +38,19 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        const ColumnWithTypeAndName & elem = columns[arguments[0]];
+        const ColumnWithTypeAndName & elem = arguments[0];
         if (const auto * nullable = checkAndGetColumn<ColumnNullable>(*elem.column))
         {
             /// Merely return the embedded null map.
-            columns[result].column = nullable->getNullMapColumnPtr();
+            return nullable->getNullMapColumnPtr();
         }
         else
         {
             /// Since no element is nullable, return a zero-constant column representing
             /// a zero-filled null map.
-            columns[result].column = DataTypeUInt8().createColumnConst(elem.column->size(), 0u);
+            return DataTypeUInt8().createColumnConst(elem.column->size(), 0u);
         }
     }
 };
diff --git a/src/Functions/isZeroOrNull.cpp b/src/Functions/isZeroOrNull.cpp
index 2881bd6e5be..1655027d966 100644
--- a/src/Functions/isZeroOrNull.cpp
+++ b/src/Functions/isZeroOrNull.cpp
@@ -49,10 +49,11 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr & input_column = columns[arguments[0]].column;
+        const ColumnPtr & input_column = arguments[0].column;
 
+        ColumnPtr res;
         if (const ColumnNullable * input_column_nullable = checkAndGetColumn<ColumnNullable>(input_column.get()))
         {
             const NullMap & null_map = input_column_nullable->getNullMapData();
@@ -64,9 +65,9 @@ public:
                 ColumnFloat32, ColumnFloat64>(
                 nested_column, [&](const auto & column)
                 {
-                    auto res = ColumnUInt8::create(input_rows_count);
-                    processNullable(column.getData(), null_map, res->getData(), input_rows_count);
-                    columns[result].column = std::move(res);
+                    auto col = ColumnUInt8::create(input_rows_count);
+                    processNullable(column.getData(), null_map, col->getData(), input_rows_count);
+                    res = std::move(col);
                     return true;
                 }))
             {
@@ -81,15 +82,17 @@ public:
                 ColumnFloat32, ColumnFloat64>(
                 input_column.get(), [&](const auto & column)
                 {
-                    auto res = ColumnUInt8::create(input_rows_count);
-                    processNotNullable(column.getData(), res->getData(), input_rows_count);
-                    columns[result].column = std::move(res);
+                    auto col = ColumnUInt8::create(input_rows_count);
+                    processNotNullable(column.getData(), col->getData(), input_rows_count);
+                    res = std::move(col);
                     return true;
                 }))
             {
                 throw Exception(ErrorCodes::ILLEGAL_COLUMN, "The argument of function {} must have simple numeric type, possibly Nullable", name);
             }
         }
+
+        return res;
     }
 
 private:
diff --git a/src/Functions/less.cpp b/src/Functions/less.cpp
index f7a5ee6973b..5e9107c920d 100644
--- a/src/Functions/less.cpp
+++ b/src/Functions/less.cpp
@@ -13,9 +13,8 @@ void registerFunctionLess(FunctionFactory & factory)
 }
 
 template <>
-void FunctionComparison<LessOp, NameLess>::executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
-                                                            const ColumnsWithTypeAndName & y, size_t tuple_size,
-                                                            size_t input_rows_count) const
+ColumnPtr FunctionComparison<LessOp, NameLess>::executeTupleImpl(
+    const ColumnsWithTypeAndName & x, const ColumnsWithTypeAndName & y, size_t tuple_size, size_t input_rows_count) const
 {
     auto less = FunctionFactory::instance().get("less", context);
 
@@ -25,7 +24,7 @@ void FunctionComparison<LessOp, NameLess>::executeTupleImpl(ColumnsWithTypeAndNa
         FunctionFactory::instance().get("and", context),
         FunctionFactory::instance().get("or", context),
         FunctionFactory::instance().get("equals", context),
-        columns, result, x, y, tuple_size, input_rows_count);
+        x, y, tuple_size, input_rows_count);
 }
 
 }
diff --git a/src/Functions/lessOrEquals.cpp b/src/Functions/lessOrEquals.cpp
index a4473e7dd2c..8fb4702acd1 100644
--- a/src/Functions/lessOrEquals.cpp
+++ b/src/Functions/lessOrEquals.cpp
@@ -13,9 +13,8 @@ void registerFunctionLessOrEquals(FunctionFactory & factory)
 }
 
 template <>
-void FunctionComparison<LessOrEqualsOp, NameLessOrEquals>::executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
-                                                                            const ColumnsWithTypeAndName & y, size_t tuple_size,
-                                                                            size_t input_rows_count) const
+ColumnPtr FunctionComparison<LessOrEqualsOp, NameLessOrEquals>::executeTupleImpl(
+    const ColumnsWithTypeAndName & x, const ColumnsWithTypeAndName & y, size_t tuple_size, size_t input_rows_count) const
 {
     return executeTupleLessGreaterImpl(
         FunctionFactory::instance().get("less", context),
@@ -23,7 +22,7 @@ void FunctionComparison<LessOrEqualsOp, NameLessOrEquals>::executeTupleImpl(Colu
         FunctionFactory::instance().get("and", context),
         FunctionFactory::instance().get("or", context),
         FunctionFactory::instance().get("equals", context),
-        columns, result, x, y, tuple_size, input_rows_count);
+        x, y, tuple_size, input_rows_count);
 }
 
 }
diff --git a/src/Functions/lgamma.cpp b/src/Functions/lgamma.cpp
index 51b3dfd97df..e4da0d8dfbd 100644
--- a/src/Functions/lgamma.cpp
+++ b/src/Functions/lgamma.cpp
@@ -4,7 +4,6 @@
 #if defined(OS_DARWIN)
 extern "C"
 {
-    /// Is defined in libglibc-compatibility.a
     double lgamma_r(double x, int * signgamp);
 }
 #endif
diff --git a/src/Functions/logTrace.cpp b/src/Functions/logTrace.cpp
index 042bacaff74..15485a2a389 100644
--- a/src/Functions/logTrace.cpp
+++ b/src/Functions/logTrace.cpp
@@ -36,10 +36,10 @@ namespace
             return std::make_shared<DataTypeUInt8>();
         }
 
-        void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+        ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
         {
             String message;
-            if (const ColumnConst * col = checkAndGetColumnConst<ColumnString>(columns[arguments[0]].column.get()))
+            if (const ColumnConst * col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
                 message = col->getDataAt(0).data;
             else
                 throw Exception(
@@ -48,7 +48,7 @@ namespace
             static auto * log = &Poco::Logger::get("FunctionLogTrace");
             LOG_TRACE(log, message);
 
-            columns[result].column = DataTypeUInt8().createColumnConst(input_rows_count, 0);
+            return DataTypeUInt8().createColumnConst(input_rows_count, 0);
         }
     };
 
diff --git a/src/Functions/lowCardinalityIndices.cpp b/src/Functions/lowCardinalityIndices.cpp
index 478afe2de91..a70880c199b 100644
--- a/src/Functions/lowCardinalityIndices.cpp
+++ b/src/Functions/lowCardinalityIndices.cpp
@@ -41,18 +41,16 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        auto arg_num = arguments[0];
-        const auto & arg = columns[arg_num];
-        auto & res = columns[result];
+        const auto & arg = arguments[0];
         auto indexes_col = typeid_cast<const ColumnLowCardinality *>(arg.column.get())->getIndexesPtr();
         auto new_indexes_col = ColumnUInt64::create(indexes_col->size());
         auto & data = new_indexes_col->getData();
         for (size_t i = 0; i < data.size(); ++i)
             data[i] = indexes_col->getUInt(i);
 
-        res.column = std::move(new_indexes_col);
+        return new_indexes_col;
     }
 };
 
diff --git a/src/Functions/lowCardinalityKeys.cpp b/src/Functions/lowCardinalityKeys.cpp
index e5237a427ed..234e901c5e0 100644
--- a/src/Functions/lowCardinalityKeys.cpp
+++ b/src/Functions/lowCardinalityKeys.cpp
@@ -39,13 +39,11 @@ public:
         return type->getDictionaryType();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        auto arg_num = arguments[0];
-        const auto & arg = columns[arg_num];
-        auto & res = columns[result];
+        const auto & arg = arguments[0];
         const auto * low_cardinality_column = typeid_cast<const ColumnLowCardinality *>(arg.column.get());
-        res.column = low_cardinality_column->getDictionary().getNestedColumn()->cloneResized(arg.column->size());
+        return low_cardinality_column->getDictionary().getNestedColumn()->cloneResized(arg.column->size());
     }
 };
 
diff --git a/src/Functions/materialize.cpp b/src/Functions/materialize.cpp
index fb56bbfbbe0..c7e02e615da 100644
--- a/src/Functions/materialize.cpp
+++ b/src/Functions/materialize.cpp
@@ -39,9 +39,9 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        columns[result].column = columns[arguments[0]].column->convertToFullColumnIfConst();
+        return arguments[0].column->convertToFullColumnIfConst();
     }
 };
 
diff --git a/src/Functions/multiIf.cpp b/src/Functions/multiIf.cpp
index f0ad8c050aa..9caa77abf90 100644
--- a/src/Functions/multiIf.cpp
+++ b/src/Functions/multiIf.cpp
@@ -106,7 +106,7 @@ public:
         return getLeastSupertype(types_of_branches);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & args, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & args, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /** We will gather values from columns in branches to result column,
         *  depending on values of conditions.
@@ -127,7 +127,7 @@ public:
         Columns converted_columns_holder;
         converted_columns_holder.reserve(instructions.size());
 
-        const DataTypePtr & return_type = columns[result].type;
+        const DataTypePtr & return_type = result_type;
 
         for (size_t i = 0; i < args.size(); i += 2)
         {
@@ -142,7 +142,7 @@ public:
             }
             else
             {
-                const ColumnWithTypeAndName & cond_col = columns[args[i]];
+                const ColumnWithTypeAndName & cond_col = args[i];
 
                 /// We skip branches that are always false.
                 /// If we encounter a branch that is always true, we can finish.
@@ -168,7 +168,7 @@ public:
                 }
             }
 
-            const ColumnWithTypeAndName & source_col = columns[args[source_idx]];
+            const ColumnWithTypeAndName & source_col = args[source_idx];
             if (source_col.type->equals(*return_type))
             {
                 instruction.source = source_col.column.get();
@@ -223,7 +223,7 @@ public:
             }
         }
 
-        columns[result].column = std::move(res);
+        return res;
     }
 };
 
diff --git a/src/Functions/neighbor.cpp b/src/Functions/neighbor.cpp
index 6b007f34a51..131fcc3d60a 100644
--- a/src/Functions/neighbor.cpp
+++ b/src/Functions/neighbor.cpp
@@ -77,12 +77,10 @@ public:
         return arguments[0];
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const DataTypePtr & result_type = columns[result].type;
-
-        const ColumnWithTypeAndName & source_elem = columns[arguments[0]];
-        const ColumnWithTypeAndName & offset_elem = columns[arguments[1]];
+        const ColumnWithTypeAndName & source_elem = arguments[0];
+        const ColumnWithTypeAndName & offset_elem = arguments[1];
         bool has_defaults = arguments.size() == 3;
 
         ColumnPtr source_column_casted = castColumn(source_elem, result_type);
@@ -91,7 +89,7 @@ public:
         ColumnPtr default_column_casted;
         if (has_defaults)
         {
-            const ColumnWithTypeAndName & default_elem = columns[arguments[2]];
+            const ColumnWithTypeAndName & default_elem = arguments[2];
             default_column_casted = castColumn(default_elem, result_type);
         }
 
@@ -153,7 +151,7 @@ public:
             if (offset == 0)
             {
                 /// Degenerate case, just copy source column as is.
-                columns[result].column = source_is_constant
+                return source_is_constant
                     ? ColumnConst::create(source_column_casted, input_rows_count)
                     : source_column_casted;
             }
@@ -161,13 +159,13 @@ public:
             {
                 insert_range_from(source_is_constant, source_column_casted, offset, Int64(input_rows_count) - offset);
                 insert_range_from(default_is_constant, default_column_casted, Int64(input_rows_count) - offset, offset);
-                columns[result].column = std::move(result_column);
+                return result_column;
             }
             else
             {
                 insert_range_from(default_is_constant, default_column_casted, 0, -offset);
                 insert_range_from(source_is_constant, source_column_casted, 0, Int64(input_rows_count) + offset);
-                columns[result].column = std::move(result_column);
+                return result_column;
             }
         }
         else
@@ -192,7 +190,7 @@ public:
                     result_column->insertDefault();
             }
 
-            columns[result].column = std::move(result_column);
+            return result_column;
         }
     }
 };
diff --git a/src/Functions/normalizedQueryHash.cpp b/src/Functions/normalizedQueryHash.cpp
index 971458fc1a2..9285ec1ddf7 100644
--- a/src/Functions/normalizedQueryHash.cpp
+++ b/src/Functions/normalizedQueryHash.cpp
@@ -158,19 +158,19 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const ColumnPtr column = columns[arguments[0]].column;
+        const ColumnPtr column = arguments[0].column;
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
             auto col_res = ColumnUInt64::create();
             typename ColumnUInt64::Container & vec_res = col_res->getData();
             vec_res.resize(col->size());
             Impl::vector(col->getChars(), col->getOffsets(), vec_res);
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+            throw Exception("Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/notEquals.cpp b/src/Functions/notEquals.cpp
index d3a5ef0f8fa..78e4b19fe21 100644
--- a/src/Functions/notEquals.cpp
+++ b/src/Functions/notEquals.cpp
@@ -13,14 +13,13 @@ void registerFunctionNotEquals(FunctionFactory & factory)
 }
 
 template <>
-void FunctionComparison<NotEqualsOp, NameNotEquals>::executeTupleImpl(ColumnsWithTypeAndName & columns, size_t result, const ColumnsWithTypeAndName & x,
-                                                                      const ColumnsWithTypeAndName & y, size_t tuple_size,
-                                                                      size_t input_rows_count) const
+ColumnPtr FunctionComparison<NotEqualsOp, NameNotEquals>::executeTupleImpl(
+    const ColumnsWithTypeAndName & x, const ColumnsWithTypeAndName & y, size_t tuple_size, size_t input_rows_count) const
 {
     return executeTupleEqualityImpl(
         FunctionFactory::instance().get("notEquals", context),
         FunctionFactory::instance().get("or", context),
-        columns, result, x, y, tuple_size, input_rows_count);
+        x, y, tuple_size, input_rows_count);
 }
 
 }
diff --git a/src/Functions/now.cpp b/src/Functions/now.cpp
index 01ae50452c7..b8ef974a982 100644
--- a/src/Functions/now.cpp
+++ b/src/Functions/now.cpp
@@ -29,9 +29,9 @@ public:
 
     String getName() const override { return "now"; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) override
     {
-        columns[result].column = DataTypeDateTime().createColumnConst(
+        return DataTypeDateTime().createColumnConst(
                 input_rows_count,
                 static_cast<UInt64>(time_value));
     }
@@ -53,12 +53,12 @@ public:
         return argument_types;
     }
 
-    const DataTypePtr & getReturnType() const override
+    const DataTypePtr & getResultType() const override
     {
         return return_type;
     }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionNow>(time_value);
     }
diff --git a/src/Functions/now64.cpp b/src/Functions/now64.cpp
index 8e8f9123513..ad19541b6c5 100644
--- a/src/Functions/now64.cpp
+++ b/src/Functions/now64.cpp
@@ -82,12 +82,10 @@ public:
         return std::make_shared<DataTypeDateTime64>(scale);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & /*arguments*/, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        auto & result_col = columns[result];
-        const UInt32 scale = assert_cast<const DataTypeDateTime64 *>(result_col.type.get())->getScale();
-
-        result_col.column = result_col.type->createColumnConst(input_rows_count, nowSubsecond(scale));
+        const UInt32 scale = assert_cast<const DataTypeDateTime64 *>(result_type.get())->getScale();
+        return result_type->createColumnConst(input_rows_count, nowSubsecond(scale));
     }
 };
 
diff --git a/src/Functions/nullIf.cpp b/src/Functions/nullIf.cpp
index 11513b0c082..3f94e2f30a1 100644
--- a/src/Functions/nullIf.cpp
+++ b/src/Functions/nullIf.cpp
@@ -43,36 +43,24 @@ public:
         return makeNullable(arguments[0]);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /// nullIf(col1, col2) == if(col1 = col2, NULL, col1)
 
-        ColumnsWithTypeAndName temp_columns = columns;
+        auto equals_func = FunctionFactory::instance().get("equals", context)->build(arguments);
+        auto eq_res = equals_func->execute(arguments, equals_func->getResultType(), input_rows_count);
 
-        auto equals_func = FunctionFactory::instance().get("equals", context)->build(
-            {temp_columns[arguments[0]], temp_columns[arguments[1]]});
+        ColumnsWithTypeAndName if_columns
+        {
+            {eq_res, equals_func->getResultType(), ""},
+            {result_type->createColumnConstWithDefaultValue(input_rows_count), result_type, "NULL"},
+            arguments[0],
+        };
 
-        size_t equals_res_pos = temp_columns.size();
-        temp_columns.emplace_back(ColumnWithTypeAndName{nullptr, equals_func->getReturnType(), ""});
+        auto func_if = FunctionFactory::instance().get("if", context)->build(if_columns);
+        auto if_res = func_if->execute(if_columns, result_type, input_rows_count);
 
-        equals_func->execute(temp_columns, {arguments[0], arguments[1]}, equals_res_pos, input_rows_count);
-
-        /// Argument corresponding to the NULL value.
-        size_t null_pos = temp_columns.size();
-
-        /// Append a NULL column.
-        ColumnWithTypeAndName null_elem;
-        null_elem.type = columns[result].type;
-        null_elem.column = null_elem.type->createColumnConstWithDefaultValue(input_rows_count);
-        null_elem.name = "NULL";
-
-        temp_columns.emplace_back(null_elem);
-
-        auto func_if = FunctionFactory::instance().get("if", context)->build(
-            {temp_columns[equals_res_pos], temp_columns[null_pos], temp_columns[arguments[0]]});
-        func_if->execute(temp_columns, {equals_res_pos, null_pos, arguments[0]}, result, input_rows_count);
-
-        columns[result].column = makeNullable(std::move(temp_columns[result].column));
+        return makeNullable(std::move(if_res));
     }
 };
 
diff --git a/src/Functions/pointInEllipses.cpp b/src/Functions/pointInEllipses.cpp
index 562caa14deb..162b83e96de 100644
--- a/src/Functions/pointInEllipses.cpp
+++ b/src/Functions/pointInEllipses.cpp
@@ -87,7 +87,7 @@ private:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         const auto size = input_rows_count;
 
@@ -101,7 +101,7 @@ private:
             for (const auto idx : ext::range(0, 4))
             {
                 int arg_idx = 2 + 4 * ellipse_idx + idx;
-                const auto * column = columns[arguments[arg_idx]].column.get();
+                const auto * column = arguments[arg_idx].column.get();
                 if (const auto * col = checkAndGetColumnConst<ColumnVector<Float64>>(column))
                 {
                     ellipse_data[idx] = col->getValue<Float64>();
@@ -119,7 +119,7 @@ private:
         int const_cnt = 0;
         for (const auto idx : ext::range(0, 2))
         {
-            const auto * column = columns[arguments[idx]].column.get();
+            const auto * column = arguments[idx].column.get();
             if (typeid_cast<const ColumnConst *> (column))
             {
                 ++const_cnt;
@@ -131,8 +131,8 @@ private:
             }
         }
 
-        const auto * col_x = columns[arguments[0]].column.get();
-        const auto * col_y = columns[arguments[1]].column.get();
+        const auto * col_x = arguments[0].column.get();
+        const auto * col_y = arguments[1].column.get();
         if (const_cnt == 0)
         {
                 const auto * col_vec_x = assert_cast<const ColumnVector<Float64> *> (col_x);
@@ -148,7 +148,7 @@ private:
                     dst_data[row] = isPointInEllipses(col_vec_x->getData()[row], col_vec_y->getData()[row], ellipses.data(), ellipses_count, start_index);
                 }
 
-                columns[result].column = std::move(dst);
+                return dst;
             }
             else if (const_cnt == 2)
             {
@@ -156,7 +156,7 @@ private:
                 const auto * col_const_y = assert_cast<const ColumnConst *> (col_y);
                 size_t start_index = 0;
                 UInt8 res = isPointInEllipses(col_const_x->getValue<Float64>(), col_const_y->getValue<Float64>(), ellipses.data(), ellipses_count, start_index);
-                columns[result].column = DataTypeUInt8().createColumnConst(size, res);
+                return DataTypeUInt8().createColumnConst(size, res);
             }
             else
             {
diff --git a/src/Functions/pointInPolygon.cpp b/src/Functions/pointInPolygon.cpp
index 967e3a31a86..73dc32d83e6 100644
--- a/src/Functions/pointInPolygon.cpp
+++ b/src/Functions/pointInPolygon.cpp
@@ -150,9 +150,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const IColumn * point_col = columns[arguments[0]].column.get();
+        const IColumn * point_col = arguments[0].column.get();
         const auto * const_tuple_col = checkAndGetColumn<ColumnConst>(point_col);
         if (const_tuple_col)
             point_col = &const_tuple_col->getDataColumn();
@@ -164,7 +164,7 @@ public:
 
         const auto & tuple_columns = tuple_col->getColumns();
 
-        const ColumnWithTypeAndName poly = columns[arguments[1]];
+        const ColumnWithTypeAndName poly = arguments[1];
         const IColumn * poly_col = poly.column.get();
         const ColumnConst * const_poly_col = checkAndGetColumn<ColumnConst>(poly_col);
 
@@ -179,7 +179,7 @@ public:
         if (poly_is_const)
         {
             Polygon polygon;
-            parseConstPolygon(columns, arguments, polygon);
+            parseConstPolygon(arguments, polygon);
 
             /// Polygons are preprocessed and saved in cache.
             /// Preprocessing can be computationally heavy but dramatically speeds up matching.
@@ -203,11 +203,11 @@ public:
             if (point_is_const)
             {
                 bool is_in = impl->contains(tuple_columns[0]->getFloat64(0), tuple_columns[1]->getFloat64(0));
-                columns[result].column = columns[result].type->createColumnConst(input_rows_count, is_in);
+                return result_type->createColumnConst(input_rows_count, is_in);
             }
             else
             {
-                columns[result].column = pointInPolygon(*tuple_columns[0], *tuple_columns[1], *impl);
+                return pointInPolygon(*tuple_columns[0], *tuple_columns[1], *impl);
             }
         }
         else
@@ -225,14 +225,14 @@ public:
             /// Or, a polygon without holes can be represented by 1d array:
             /// [(outer_x_1, outer_y_1, ...)]
 
-            if (isTwoDimensionalArray(*columns[arguments[1]].type))
+            if (isTwoDimensionalArray(*arguments[1].type))
             {
                 /// We cast everything to Float64 in advance (in batch fashion)
                 ///  to avoid casting with virtual calls in a loop.
                 /// Note that if the type is already Float64, the operation in noop.
 
                 ColumnPtr polygon_column_float64 = castColumn(
-                    columns[arguments[1]],
+                    arguments[1],
                     std::make_shared<DataTypeArray>(
                         std::make_shared<DataTypeArray>(
                             std::make_shared<DataTypeTuple>(DataTypes{
@@ -252,7 +252,7 @@ public:
             else
             {
                 ColumnPtr polygon_column_float64 = castColumn(
-                    columns[arguments[1]],
+                    arguments[1],
                     std::make_shared<DataTypeArray>(
                         std::make_shared<DataTypeTuple>(DataTypes{
                             std::make_shared<DataTypeFloat64>(),
@@ -269,7 +269,7 @@ public:
                 }
             }
 
-            columns[result].column = std::move(res_column);
+            return res_column;
         }
     }
 
@@ -469,11 +469,11 @@ private:
         }
     }
 
-    void parseConstPolygonWithHolesFromMultipleColumns(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, Polygon & out_polygon) const
+    void parseConstPolygonWithHolesFromMultipleColumns(ColumnsWithTypeAndName & arguments, Polygon & out_polygon) const
     {
         for (size_t i = 1; i < arguments.size(); ++i)
         {
-            const auto * const_col = checkAndGetColumn<ColumnConst>(columns[arguments[i]].column.get());
+            const auto * const_col = checkAndGetColumn<ColumnConst>(arguments[i].column.get());
             if (!const_col)
                 throw Exception("Multi-argument version of function " + getName() + " works only with const polygon",
                     ErrorCodes::BAD_ARGUMENTS);
@@ -507,12 +507,12 @@ private:
         }
     }
 
-    void parseConstPolygonFromSingleColumn(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, Polygon & out_polygon) const
+    void parseConstPolygonFromSingleColumn(ColumnsWithTypeAndName & arguments, Polygon & out_polygon) const
     {
-        if (isTwoDimensionalArray(*columns[arguments[1]].type))
+        if (isTwoDimensionalArray(*arguments[1].type))
         {
             ColumnPtr polygon_column_float64 = castColumn(
-                columns[arguments[1]],
+                arguments[1],
                 std::make_shared<DataTypeArray>(
                     std::make_shared<DataTypeArray>(
                         std::make_shared<DataTypeTuple>(DataTypes{
@@ -527,7 +527,7 @@ private:
         else
         {
             ColumnPtr polygon_column_float64 = castColumn(
-                columns[arguments[1]],
+                arguments[1],
                 std::make_shared<DataTypeArray>(
                     std::make_shared<DataTypeTuple>(DataTypes{
                         std::make_shared<DataTypeFloat64>(),
@@ -540,12 +540,12 @@ private:
         }
     }
 
-    void parseConstPolygon(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, Polygon & out_polygon) const
+    void parseConstPolygon(ColumnsWithTypeAndName & arguments, Polygon & out_polygon) const
     {
         if (arguments.size() == 2)
-            parseConstPolygonFromSingleColumn(columns, arguments, out_polygon);
+            parseConstPolygonFromSingleColumn(arguments, out_polygon);
         else
-            parseConstPolygonWithHolesFromMultipleColumns(columns, arguments, out_polygon);
+            parseConstPolygonWithHolesFromMultipleColumns(arguments, out_polygon);
 
         /// Fix orientation and close rings. It's required for subsequent processing.
         boost::geometry::correct(out_polygon);
diff --git a/src/Functions/randConstant.cpp b/src/Functions/randConstant.cpp
index 62b9d5619be..f978ef0616d 100644
--- a/src/Functions/randConstant.cpp
+++ b/src/Functions/randConstant.cpp
@@ -22,9 +22,9 @@ public:
 
 bool useDefaultImplementationForNulls() const override { return false; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) override
     {
-        columns[result].column = DataTypeNumber<ToType>().createColumnConst(input_rows_count, value);
+        return DataTypeNumber<ToType>().createColumnConst(input_rows_count, value);
     }
 
 private:
@@ -47,12 +47,12 @@ public:
         return argument_types;
     }
 
-    const DataTypePtr & getReturnType() const override
+    const DataTypePtr & getResultType() const override
     {
         return return_type;
     }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionRandomConstant<ToType, Name>>(value);
     }
diff --git a/src/Functions/randomFixedString.cpp b/src/Functions/randomFixedString.cpp
index 25922450c90..a28a093dd8d 100644
--- a/src/Functions/randomFixedString.cpp
+++ b/src/Functions/randomFixedString.cpp
@@ -52,18 +52,15 @@ public:
     bool isDeterministic() const override { return false; }
     bool isDeterministicInScopeOfQuery() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const size_t n = assert_cast<const ColumnConst &>(*columns[arguments[0]].column).getValue<UInt64>();
+        const size_t n = assert_cast<const ColumnConst &>(*arguments[0].column).getValue<UInt64>();
 
         auto col_to = ColumnFixedString::create(n);
         ColumnFixedString::Chars & data_to = col_to->getChars();
 
         if (input_rows_count == 0)
-        {
-            columns[result].column = std::move(col_to);
-            return;
-        }
+            return col_to;
 
         size_t total_size;
         if (common::mulOverflow(input_rows_count, n, total_size))
@@ -73,7 +70,7 @@ public:
         data_to.resize(total_size);
         RandImpl::execute(reinterpret_cast<char *>(data_to.data()), total_size);
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -91,9 +88,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
diff --git a/src/Functions/randomPrintableASCII.cpp b/src/Functions/randomPrintableASCII.cpp
index 06320d625f5..6ba5c72b114 100644
--- a/src/Functions/randomPrintableASCII.cpp
+++ b/src/Functions/randomPrintableASCII.cpp
@@ -57,7 +57,7 @@ public:
     bool isDeterministic() const override { return false; }
     bool isDeterministicInScopeOfQuery() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnString::create();
         ColumnString::Chars & data_to = col_to->getChars();
@@ -66,7 +66,7 @@ public:
 
         pcg64_fast rng(randomSeed());
 
-        const IColumn & length_column = *columns[arguments[0]].column;
+        const IColumn & length_column = *arguments[0].column;
 
         IColumn::Offset offset = 0;
         for (size_t row_num = 0; row_num < input_rows_count; ++row_num)
@@ -106,7 +106,7 @@ public:
             offset = next_offset;
         }
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
diff --git a/src/Functions/randomString.cpp b/src/Functions/randomString.cpp
index fbafaa78389..513c1b299e0 100644
--- a/src/Functions/randomString.cpp
+++ b/src/Functions/randomString.cpp
@@ -57,21 +57,18 @@ public:
     bool isDeterministic() const override { return false; }
     bool isDeterministicInScopeOfQuery() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnString::create();
         ColumnString::Chars & data_to = col_to->getChars();
         ColumnString::Offsets & offsets_to = col_to->getOffsets();
 
         if (input_rows_count == 0)
-        {
-            columns[result].column = std::move(col_to);
-            return;
-        }
+            return col_to;
 
         /// Fill offsets.
         offsets_to.resize(input_rows_count);
-        const IColumn & length_column = *columns[arguments[0]].column;
+        const IColumn & length_column = *arguments[0].column;
 
         IColumn::Offset offset = 0;
         for (size_t row_num = 0; row_num < input_rows_count; ++row_num)
@@ -93,7 +90,7 @@ public:
         for (size_t row_num = 0; row_num < input_rows_count; ++row_num)
             pos[offsets_to[row_num] - 1] = 0;
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
@@ -111,9 +108,9 @@ public:
     #endif
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        selector.selectAndExecute(columns, arguments, result, input_rows_count);
+        return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
     static FunctionPtr create(const Context & context)
diff --git a/src/Functions/randomStringUTF8.cpp b/src/Functions/randomStringUTF8.cpp
index b3b8ca01228..23011ad109f 100644
--- a/src/Functions/randomStringUTF8.cpp
+++ b/src/Functions/randomStringUTF8.cpp
@@ -49,21 +49,18 @@ public:
     bool isDeterministic() const override { return false; }
     bool isDeterministicInScopeOfQuery() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto col_to = ColumnString::create();
         ColumnString::Chars & data_to = col_to->getChars();
         ColumnString::Offsets & offsets_to = col_to->getOffsets();
 
         if (input_rows_count == 0)
-        {
-            columns[result].column = std::move(col_to);
-            return;
-        }
+            return col_to;
 
         offsets_to.resize(input_rows_count);
 
-        const IColumn & length_column = *columns[arguments[0]].column;
+        const IColumn & length_column = *arguments[0].column;
         size_t summary_utf8_len = 0;
         for (size_t row_num = 0; row_num < input_rows_count; ++row_num)
         {
@@ -139,7 +136,7 @@ public:
         for (size_t row_num = 0; row_num < input_rows_count; ++row_num)
             pos[offsets_to[row_num] - 1] = 0;
 
-        columns[result].column = std::move(col_to);
+        return col_to;
     }
 };
 
diff --git a/src/Functions/regexpQuoteMeta.cpp b/src/Functions/regexpQuoteMeta.cpp
index 31da15f920f..86b5144bded 100644
--- a/src/Functions/regexpQuoteMeta.cpp
+++ b/src/Functions/regexpQuoteMeta.cpp
@@ -51,14 +51,14 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const ColumnPtr & column_string = columns[arguments[0]].column;
+        const ColumnPtr & column_string = arguments[0].column;
         const ColumnString * input = checkAndGetColumn<ColumnString>(column_string.get());
 
         if (!input)
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
 
         auto dst_column = ColumnString::create();
@@ -104,7 +104,7 @@ public:
             dst_offsets[row_idx] = dst_data.size();
         }
 
-        columns[result].column = std::move(dst_column);
+        return dst_column;
     }
 };
 
diff --git a/src/Functions/registerFunctions.cpp b/src/Functions/registerFunctions.cpp
index f70b712564f..6dfebc13665 100644
--- a/src/Functions/registerFunctions.cpp
+++ b/src/Functions/registerFunctions.cpp
@@ -1,3 +1,7 @@
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
 #include <Functions/FunctionFactory.h>
 
 
@@ -37,12 +41,21 @@ void registerFunctionsNull(FunctionFactory &);
 void registerFunctionsJSON(FunctionFactory &);
 void registerFunctionsConsistentHashing(FunctionFactory & factory);
 void registerFunctionsUnixTimestamp64(FunctionFactory & factory);
+
 #if !defined(ARCADIA_BUILD)
 void registerFunctionBayesAB(FunctionFactory &);
 #endif
 void registerFunctionTid(FunctionFactory & factory);
 void registerFunctionLogTrace(FunctionFactory & factory);
 
+#if USE_SSL
+void registerFunctionEncrypt(FunctionFactory & factory);
+void registerFunctionDecrypt(FunctionFactory & factory);
+void registerFunctionAESEncryptMysql(FunctionFactory & factory);
+void registerFunctionAESDecryptMysql(FunctionFactory & factory);
+
+#endif
+
 
 void registerFunctions()
 {
@@ -84,9 +97,17 @@ void registerFunctions()
     registerFunctionsIntrospection(factory);
     registerFunctionsConsistentHashing(factory);
     registerFunctionsUnixTimestamp64(factory);
+
 #if !defined(ARCADIA_BUILD)
     registerFunctionBayesAB(factory);
 #endif
+
+#if USE_SSL
+    registerFunctionEncrypt(factory);
+    registerFunctionDecrypt(factory);
+    registerFunctionAESEncryptMysql(factory);
+    registerFunctionAESDecryptMysql(factory);
+#endif
     registerFunctionTid(factory);
     registerFunctionLogTrace(factory);
 }
diff --git a/src/Functions/registerFunctionsMiscellaneous.cpp b/src/Functions/registerFunctionsMiscellaneous.cpp
index 414f6ec5f8e..86c06b47b1d 100644
--- a/src/Functions/registerFunctionsMiscellaneous.cpp
+++ b/src/Functions/registerFunctionsMiscellaneous.cpp
@@ -64,6 +64,7 @@ void registerFunctionCountDigits(FunctionFactory &);
 void registerFunctionGlobalVariable(FunctionFactory &);
 void registerFunctionHasThreadFuzzer(FunctionFactory &);
 void registerFunctionInitializeAggregation(FunctionFactory &);
+void registerFunctionErrorCodeToName(FunctionFactory &);
 
 #if USE_ICU
 void registerFunctionConvertCharset(FunctionFactory &);
@@ -128,6 +129,7 @@ void registerFunctionsMiscellaneous(FunctionFactory & factory)
     registerFunctionGlobalVariable(factory);
     registerFunctionHasThreadFuzzer(factory);
     registerFunctionInitializeAggregation(factory);
+    registerFunctionErrorCodeToName(factory);
 
 #if USE_ICU
     registerFunctionConvertCharset(factory);
diff --git a/src/Functions/reinterpretAsFixedString.cpp b/src/Functions/reinterpretAsFixedString.cpp
index f579d8b629f..172b1587af6 100644
--- a/src/Functions/reinterpretAsFixedString.cpp
+++ b/src/Functions/reinterpretAsFixedString.cpp
@@ -66,10 +66,10 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        const IColumn & src = *columns[arguments[0]].column;
-        MutableColumnPtr dst = columns[result].type->createColumn();
+        const IColumn & src = *arguments[0].column;
+        MutableColumnPtr dst = result_type->createColumn();
 
         if (ColumnFixedString * dst_concrete = typeid_cast<ColumnFixedString *>(dst.get()))
         {
@@ -81,7 +81,7 @@ public:
         else
             throw Exception("Illegal column " + src.getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/reinterpretAsString.cpp b/src/Functions/reinterpretAsString.cpp
index 0f655c8f865..6df416ed32d 100644
--- a/src/Functions/reinterpretAsString.cpp
+++ b/src/Functions/reinterpretAsString.cpp
@@ -68,17 +68,17 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        const IColumn & src = *columns[arguments[0]].column;
-        MutableColumnPtr dst = columns[result].type->createColumn();
+        const IColumn & src = *arguments[0].column;
+        MutableColumnPtr dst = result_type->createColumn();
 
         if (ColumnString * dst_concrete = typeid_cast<ColumnString *>(dst.get()))
             executeToString(src, *dst_concrete);
         else
             throw Exception("Illegal column " + src.getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 };
 
diff --git a/src/Functions/reinterpretStringAs.cpp b/src/Functions/reinterpretStringAs.cpp
index 6601e346bd0..cd36d63dd46 100644
--- a/src/Functions/reinterpretStringAs.cpp
+++ b/src/Functions/reinterpretStringAs.cpp
@@ -54,9 +54,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        if (const ColumnString * col_from = typeid_cast<const ColumnString *>(columns[arguments[0]].column.get()))
+        if (const ColumnString * col_from = typeid_cast<const ColumnString *>(arguments[0].column.get()))
         {
             auto col_res = ColumnType::create();
 
@@ -75,9 +75,9 @@ public:
                 offset = offsets_from[i];
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
-        else if (const ColumnFixedString * col_from_fixed = typeid_cast<const ColumnFixedString *>(columns[arguments[0]].column.get()))
+        else if (const ColumnFixedString * col_from_fixed = typeid_cast<const ColumnFixedString *>(arguments[0].column.get()))
         {
             auto col_res = ColumnVector<ToFieldType>::create();
 
@@ -97,11 +97,11 @@ public:
                 offset += step;
             }
 
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
         {
-            throw Exception("Illegal column " + columns[arguments[0]].column->getName()
+            throw Exception("Illegal column " + arguments[0].column->getName()
                 + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
         }
diff --git a/src/Functions/repeat.cpp b/src/Functions/repeat.cpp
index 534db43be45..63af62af9af 100644
--- a/src/Functions/repeat.cpp
+++ b/src/Functions/repeat.cpp
@@ -165,10 +165,11 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        const auto & strcolumn = columns[arguments[0]].column;
-        const auto & numcolumn = columns[arguments[1]].column;
+        const auto & strcolumn = arguments[0].column;
+        const auto & numcolumn = arguments[1].column;
+        ColumnPtr res;
 
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(strcolumn.get()))
         {
@@ -177,21 +178,20 @@ public:
                 UInt64 repeat_time = scale_column_num->getValue<UInt64>();
                 auto col_res = ColumnString::create();
                 RepeatImpl::vectorStrConstRepeat(col->getChars(), col->getOffsets(), col_res->getChars(), col_res->getOffsets(), repeat_time);
-                columns[result].column = std::move(col_res);
-                return;
+                return col_res;
             }
-            else if (castType(columns[arguments[1]].type.get(), [&](const auto & type)
+            else if (castType(arguments[1].type.get(), [&](const auto & type)
                 {
                     using DataType = std::decay_t<decltype(type)>;
                     using T = typename DataType::FieldType;
                     const ColumnVector<T> * colnum = checkAndGetColumn<ColumnVector<T>>(numcolumn.get());
                     auto col_res = ColumnString::create();
                     RepeatImpl::vectorStrVectorRepeat(col->getChars(), col->getOffsets(), col_res->getChars(), col_res->getOffsets(), colnum->getData());
-                    columns[result].column = std::move(col_res);
+                    res = std::move(col_res);
                     return true;
                 }))
             {
-                return;
+                return res;
             }
         }
         else if (const ColumnConst * col_const = checkAndGetColumn<ColumnConst>(strcolumn.get()))
@@ -200,23 +200,23 @@ public:
 
             StringRef copy_str = col_const->getDataColumn().getDataAt(0);
 
-            if (castType(columns[arguments[1]].type.get(), [&](const auto & type)
+            if (castType(arguments[1].type.get(), [&](const auto & type)
                 {
                     using DataType = std::decay_t<decltype(type)>;
                     using T = typename DataType::FieldType;
                     const ColumnVector<T> * colnum = checkAndGetColumn<ColumnVector<T>>(numcolumn.get());
                     auto col_res = ColumnString::create();
                     RepeatImpl::constStrVectorRepeat(copy_str, col_res->getChars(), col_res->getOffsets(), colnum->getData());
-                    columns[result].column = std::move(col_res);
+                    res = std::move(col_res);
                     return true;
                 }))
             {
-                return;
+                return res;
             }
         }
 
         throw Exception(
-            "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+            "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
             ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/replicate.cpp b/src/Functions/replicate.cpp
index 2c09ff13a9e..2fcbcc57c52 100644
--- a/src/Functions/replicate.cpp
+++ b/src/Functions/replicate.cpp
@@ -48,21 +48,20 @@ public:
         return std::make_shared<DataTypeArray>(arguments[0]);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        ColumnPtr first_column = columns[arguments[0]].column;
-        const ColumnArray * array_column = checkAndGetColumn<ColumnArray>(columns[arguments[1]].column.get());
+        ColumnPtr first_column = arguments[0].column;
+        const ColumnArray * array_column = checkAndGetColumn<ColumnArray>(arguments[1].column.get());
         ColumnPtr temp_column;
         if (!array_column)
         {
-            const auto * const_array_column = checkAndGetColumnConst<ColumnArray>(columns[arguments[1]].column.get());
+            const auto * const_array_column = checkAndGetColumnConst<ColumnArray>(arguments[1].column.get());
             if (!const_array_column)
                 throw Exception("Unexpected column for replicate", ErrorCodes::ILLEGAL_COLUMN);
             temp_column = const_array_column->convertToFullColumn();
             array_column = checkAndGetColumn<ColumnArray>(temp_column.get());
         }
-        columns[result].column
-            = ColumnArray::create(first_column->replicate(array_column->getOffsets())->convertToFullColumnIfConst(), array_column->getOffsetsPtr());
+        return ColumnArray::create(first_column->replicate(array_column->getOffsets())->convertToFullColumnIfConst(), array_column->getOffsetsPtr());
     }
 };
 
diff --git a/src/Functions/reverse.cpp b/src/Functions/reverse.cpp
index 575aa40d344..8fa064c9a01 100644
--- a/src/Functions/reverse.cpp
+++ b/src/Functions/reverse.cpp
@@ -89,24 +89,24 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        const ColumnPtr column = columns[arguments[0]].column;
+        const ColumnPtr column = arguments[0].column;
         if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
         {
             auto col_res = ColumnString::create();
             ReverseImpl::vector(col->getChars(), col->getOffsets(), col_res->getChars(), col_res->getOffsets());
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else if (const ColumnFixedString * col_fixed = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             auto col_res = ColumnFixedString::create(col_fixed->getN());
             ReverseImpl::vectorFixed(col_fixed->getChars(), col_fixed->getN(), col_res->getChars());
-            columns[result].column = std::move(col_res);
+            return col_res;
         }
         else
             throw Exception(
-                "Illegal column " + columns[arguments[0]].column->getName() + " of argument of function " + getName(),
+                "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 };
diff --git a/src/Functions/rowNumberInAllBlocks.cpp b/src/Functions/rowNumberInAllBlocks.cpp
index 1958741e99d..2d2d7b09d7f 100644
--- a/src/Functions/rowNumberInAllBlocks.cpp
+++ b/src/Functions/rowNumberInAllBlocks.cpp
@@ -51,13 +51,12 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImplDryRun(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImplDryRun(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        auto column = ColumnUInt64::create(input_rows_count);
-        columns[result].column = std::move(column);
+        return ColumnUInt64::create(input_rows_count);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
         size_t current_row_number = rows.fetch_add(input_rows_count);
 
@@ -67,7 +66,7 @@ public:
         for (size_t i = 0; i < input_rows_count; ++i)
             data[i] = current_row_number + i;
 
-        columns[result].column = std::move(column);
+        return column;
     }
 };
 
diff --git a/src/Functions/rowNumberInBlock.cpp b/src/Functions/rowNumberInBlock.cpp
index 718d968d4d3..85e777877bc 100644
--- a/src/Functions/rowNumberInBlock.cpp
+++ b/src/Functions/rowNumberInBlock.cpp
@@ -46,7 +46,7 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
         auto column = ColumnUInt64::create();
         auto & data = column->getData();
@@ -54,7 +54,7 @@ public:
         for (size_t i = 0; i < input_rows_count; ++i)
             data[i] = i;
 
-        columns[result].column = std::move(column);
+        return column;
     }
 };
 
diff --git a/src/Functions/runningAccumulate.cpp b/src/Functions/runningAccumulate.cpp
index ba7f2f76ee9..77e822a155f 100644
--- a/src/Functions/runningAccumulate.cpp
+++ b/src/Functions/runningAccumulate.cpp
@@ -73,13 +73,13 @@ public:
         return type->getReturnType();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         const ColumnAggregateFunction * column_with_states
-            = typeid_cast<const ColumnAggregateFunction *>(&*columns[arguments.at(0)].column);
+            = typeid_cast<const ColumnAggregateFunction *>(&*arguments.at(0).column);
 
         if (!column_with_states)
-            throw Exception("Illegal column " + columns[arguments.at(0)].column->getName()
+            throw Exception("Illegal column " + arguments.at(0).column->getName()
                     + " of first argument of function "
                     + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
@@ -87,7 +87,7 @@ public:
         ColumnPtr column_with_groups;
 
         if (arguments.size() == 2)
-            column_with_groups = columns[arguments[1]].column;
+            column_with_groups = arguments[1].column;
 
         AggregateFunctionPtr aggregate_function_ptr = column_with_states->getAggregateFunction();
         const IAggregateFunction & agg_func = *aggregate_function_ptr;
@@ -130,7 +130,7 @@ public:
             ++row_number;
         }
 
-        columns[result].column = std::move(result_column_ptr);
+        return result_column_ptr;
     }
 };
 
diff --git a/src/Functions/runningDifference.h b/src/Functions/runningDifference.h
index ad594f3ba63..ae7c148dcef 100644
--- a/src/Functions/runningDifference.h
+++ b/src/Functions/runningDifference.h
@@ -165,23 +165,19 @@ public:
         return res;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        auto & src = columns[arguments.at(0)];
-        const auto & res_type = columns[result].type;
+        auto & src = arguments.at(0);
 
         /// When column is constant, its difference is zero.
         if (isColumnConst(*src.column))
-        {
-            columns[result].column = res_type->createColumnConstWithDefaultValue(input_rows_count);
-            return;
-        }
+            return result_type->createColumnConstWithDefaultValue(input_rows_count);
 
-        auto res_column = removeNullable(res_type)->createColumn();
-        auto * src_column = src.column.get();
+        auto res_column = removeNullable(result_type)->createColumn();
+        const auto * src_column = src.column.get();
         ColumnPtr null_map_column = nullptr;
         const NullMap * null_map = nullptr;
-        if (auto * nullable_column = checkAndGetColumn<ColumnNullable>(src_column))
+        if (const auto * nullable_column = checkAndGetColumn<ColumnNullable>(src_column))
         {
             src_column = &nullable_column->getNestedColumn();
             null_map_column = nullable_column->getNullMapColumnPtr();
@@ -197,9 +193,9 @@ public:
         });
 
         if (null_map_column)
-            columns[result].column = ColumnNullable::create(std::move(res_column), null_map_column);
+            return ColumnNullable::create(std::move(res_column), null_map_column);
         else
-            columns[result].column = std::move(res_column);
+            return res_column;
     }
 };
 
diff --git a/src/Functions/sleep.h b/src/Functions/sleep.h
index f2066d419bc..4faac7d1cf2 100644
--- a/src/Functions/sleep.h
+++ b/src/Functions/sleep.h
@@ -69,9 +69,9 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
     {
-        const IColumn * col = columns[arguments[0]].column.get();
+        const IColumn * col = arguments[0].column.get();
 
         if (!isColumnConst(*col))
             throw Exception("The argument of function " + getName() + " must be constant.", ErrorCodes::ILLEGAL_COLUMN);
@@ -95,7 +95,7 @@ public:
         }
 
         /// convertToFullColumn needed, because otherwise (constant expression case) function will not get called on each columns.
-        columns[result].column = columns[result].type->createColumnConst(size, 0u)->convertToFullColumnIfConst();
+        return result_type->createColumnConst(size, 0u)->convertToFullColumnIfConst();
     }
 };
 
diff --git a/src/Functions/stringToH3.cpp b/src/Functions/stringToH3.cpp
index 685ca72d0fd..10cb3120c3f 100644
--- a/src/Functions/stringToH3.cpp
+++ b/src/Functions/stringToH3.cpp
@@ -46,9 +46,9 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        const auto * col_hindex = columns[arguments[0]].column.get();
+        const auto * col_hindex = arguments[0].column.get();
 
         auto dst = ColumnVector<UInt64>::create();
         auto & dst_data = dst->getData();
@@ -65,7 +65,7 @@ public:
         else
             throw Exception("Illegal column as argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
 
-        columns[result].column = std::move(dst);
+        return dst;
     }
 
 private:
diff --git a/src/Functions/substring.cpp b/src/Functions/substring.cpp
index 77d20fe4ca6..a8aadff1919 100644
--- a/src/Functions/substring.cpp
+++ b/src/Functions/substring.cpp
@@ -79,9 +79,9 @@ public:
     }
 
     template <typename Source>
-    void executeForSource(const ColumnPtr & column_start, const ColumnPtr & column_length,
+    ColumnPtr executeForSource(const ColumnPtr & column_start, const ColumnPtr & column_length,
                           const ColumnConst * column_start_const, const ColumnConst * column_length_const,
-                          Int64 start_value, Int64 length_value, ColumnsWithTypeAndName & columns, size_t result, Source && source,
+                          Int64 start_value, Int64 length_value, Source && source,
                           size_t input_rows_count) const
     {
         auto col_res = ColumnString::create();
@@ -115,19 +115,19 @@ public:
                 sliceDynamicOffsetBounded(source, StringSink(*col_res, input_rows_count), *column_start, *column_length);
         }
 
-        columns[result].column = std::move(col_res);
+        return col_res;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
         size_t number_of_arguments = arguments.size();
 
-        ColumnPtr column_string = columns[arguments[0]].column;
-        ColumnPtr column_start = columns[arguments[1]].column;
+        ColumnPtr column_string = arguments[0].column;
+        ColumnPtr column_start = arguments[1].column;
         ColumnPtr column_length;
 
         if (number_of_arguments == 3)
-            column_length = columns[arguments[2]].column;
+            column_length = arguments[2].column;
 
         const ColumnConst * column_start_const = checkAndGetColumn<ColumnConst>(column_start.get());
         const ColumnConst * column_length_const = nullptr;
@@ -146,33 +146,33 @@ public:
         if constexpr (is_utf8)
         {
             if (const ColumnString * col = checkAndGetColumn<ColumnString>(column_string.get()))
-                executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
-                                length_value, columns, result, UTF8StringSource(*col), input_rows_count);
+                return executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
+                                length_value, UTF8StringSource(*col), input_rows_count);
             else if (const ColumnConst * col_const = checkAndGetColumnConst<ColumnString>(column_string.get()))
-                executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
-                                length_value, columns, result, ConstSource<UTF8StringSource>(*col_const), input_rows_count);
+                return executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
+                                length_value, ConstSource<UTF8StringSource>(*col_const), input_rows_count);
             else
                 throw Exception(
-                    "Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+                    "Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
         }
         else
         {
             if (const ColumnString * col = checkAndGetColumn<ColumnString>(column_string.get()))
-                executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
-                                length_value, columns, result, StringSource(*col), input_rows_count);
+                return executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
+                                length_value, StringSource(*col), input_rows_count);
             else if (const ColumnFixedString * col_fixed = checkAndGetColumn<ColumnFixedString>(column_string.get()))
-                executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
-                                length_value, columns, result, FixedStringSource(*col_fixed), input_rows_count);
+                return executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
+                                length_value, FixedStringSource(*col_fixed), input_rows_count);
             else if (const ColumnConst * col_const = checkAndGetColumnConst<ColumnString>(column_string.get()))
-                executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
-                                length_value, columns, result, ConstSource<StringSource>(*col_const), input_rows_count);
+                return executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
+                                length_value, ConstSource<StringSource>(*col_const), input_rows_count);
             else if (const ColumnConst * col_const_fixed = checkAndGetColumnConst<ColumnFixedString>(column_string.get()))
-                executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
-                                length_value, columns, result, ConstSource<FixedStringSource>(*col_const_fixed), input_rows_count);
+                return executeForSource(column_start, column_length, column_start_const, column_length_const, start_value,
+                                length_value, ConstSource<FixedStringSource>(*col_const_fixed), input_rows_count);
             else
                 throw Exception(
-                    "Illegal column " + columns[arguments[0]].column->getName() + " of first argument of function " + getName(),
+                    "Illegal column " + arguments[0].column->getName() + " of first argument of function " + getName(),
                     ErrorCodes::ILLEGAL_COLUMN);
         }
     }
diff --git a/src/Functions/throwIf.cpp b/src/Functions/throwIf.cpp
index 38819af071c..77067b352b5 100644
--- a/src/Functions/throwIf.cpp
+++ b/src/Functions/throwIf.cpp
@@ -65,34 +65,37 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         std::optional<String> custom_message;
         if (arguments.size() == 2)
         {
-            const auto * msg_column = checkAndGetColumnConst<ColumnString>(columns[arguments[1]].column.get());
+            const auto * msg_column = checkAndGetColumnConst<ColumnString>(arguments[1].column.get());
             if (!msg_column)
                 throw Exception{"Second argument for function " + getName() + " must be constant String", ErrorCodes::ILLEGAL_COLUMN};
             custom_message = msg_column->getValue<String>();
         }
 
-        const auto * in = columns[arguments.front()].column.get();
+        const auto * in = arguments.front().column.get();
 
-        if (   !execute<UInt8>(columns, in, result, custom_message)
-            && !execute<UInt16>(columns, in, result, custom_message)
-            && !execute<UInt32>(columns, in, result, custom_message)
-            && !execute<UInt64>(columns, in, result, custom_message)
-            && !execute<Int8>(columns, in, result, custom_message)
-            && !execute<Int16>(columns, in, result, custom_message)
-            && !execute<Int32>(columns, in, result, custom_message)
-            && !execute<Int64>(columns, in, result, custom_message)
-            && !execute<Float32>(columns, in, result, custom_message)
-            && !execute<Float64>(columns, in, result, custom_message))
+        ColumnPtr res;
+        if (!((res = execute<UInt8>(in, custom_message))
+            || (res = execute<UInt16>(in, custom_message))
+            || (res = execute<UInt32>(in, custom_message))
+            || (res = execute<UInt64>(in, custom_message))
+            || (res = execute<Int8>(in, custom_message))
+            || (res = execute<Int16>(in, custom_message))
+            || (res = execute<Int32>(in, custom_message))
+            || (res = execute<Int64>(in, custom_message))
+            || (res = execute<Float32>(in, custom_message))
+            || (res = execute<Float64>(in, custom_message))))
             throw Exception{"Illegal column " + in->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
+
+        return res;
     }
 
     template <typename T>
-    bool execute(ColumnsWithTypeAndName & columns, const IColumn * in_untyped, const size_t result, const std::optional<String> & message) const
+    ColumnPtr execute(const IColumn * in_untyped, const std::optional<String> & message) const
     {
         if (const auto in = checkAndGetColumn<ColumnVector<T>>(in_untyped))
         {
@@ -102,11 +105,10 @@ public:
                                 ErrorCodes::FUNCTION_THROW_IF_VALUE_IS_NON_ZERO};
 
             /// We return non constant to avoid constant folding.
-            columns[result].column = ColumnUInt8::create(in_data.size(), 0);
-            return true;
+            return  ColumnUInt8::create(in_data.size(), 0);
         }
 
-        return false;
+        return nullptr;
     }
 };
 
diff --git a/src/Functions/tid.cpp b/src/Functions/tid.cpp
index 00265bcacf6..e4d92e2e273 100644
--- a/src/Functions/tid.cpp
+++ b/src/Functions/tid.cpp
@@ -21,10 +21,10 @@ namespace
 
         DataTypePtr getReturnTypeImpl(const DataTypes &) const override { return std::make_shared<DataTypeUInt64>(); }
 
-        void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+        ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
         {
             auto current_tid = getThreadId();
-            columns[result].column = DataTypeUInt64().createColumnConst(input_rows_count, current_tid);
+            return DataTypeUInt64().createColumnConst(input_rows_count, current_tid);
         }
     };
 
diff --git a/src/Functions/timeSlots.cpp b/src/Functions/timeSlots.cpp
index 7086c2e872b..35ffc51d8cb 100644
--- a/src/Functions/timeSlots.cpp
+++ b/src/Functions/timeSlots.cpp
@@ -145,13 +145,13 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeDateTime>(extractTimeZoneNameFromFunctionArguments(arguments, 3, 0)));
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        const auto * starts = checkAndGetColumn<ColumnUInt32>(columns[arguments[0]].column.get());
-        const auto * const_starts = checkAndGetColumnConst<ColumnUInt32>(columns[arguments[0]].column.get());
+        const auto * starts = checkAndGetColumn<ColumnUInt32>(arguments[0].column.get());
+        const auto * const_starts = checkAndGetColumnConst<ColumnUInt32>(arguments[0].column.get());
 
-        const auto * durations = checkAndGetColumn<ColumnUInt32>(columns[arguments[1]].column.get());
-        const auto * const_durations = checkAndGetColumnConst<ColumnUInt32>(columns[arguments[1]].column.get());
+        const auto * durations = checkAndGetColumn<ColumnUInt32>(arguments[1].column.get());
+        const auto * const_durations = checkAndGetColumnConst<ColumnUInt32>(arguments[1].column.get());
 
         auto res = ColumnArray::create(ColumnUInt32::create());
         ColumnUInt32::Container & res_values = typeid_cast<ColumnUInt32 &>(res->getData()).getData();
@@ -160,7 +160,7 @@ public:
 
         if (arguments.size() == 3)
         {
-            const auto * time_slot_column = checkAndGetColumn<ColumnConst>(columns[arguments[2]].column.get());
+            const auto * time_slot_column = checkAndGetColumn<ColumnConst>(arguments[2].column.get());
             if (!time_slot_column)
                 throw Exception("Third argument for function " + getName() + " must be constant UInt32", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
@@ -171,22 +171,22 @@ public:
         if (starts && durations)
         {
             TimeSlotsImpl<UInt32>::vectorVector(starts->getData(), durations->getData(), time_slot_size, res_values, res->getOffsets());
-            columns[result].column = std::move(res);
+            return res;
         }
         else if (starts && const_durations)
         {
             TimeSlotsImpl<UInt32>::vectorConstant(starts->getData(), const_durations->getValue<UInt32>(), time_slot_size, res_values, res->getOffsets());
-            columns[result].column = std::move(res);
+            return res;
         }
         else if (const_starts && durations)
         {
             TimeSlotsImpl<UInt32>::constantVector(const_starts->getValue<UInt32>(), durations->getData(), time_slot_size, res_values, res->getOffsets());
-            columns[result].column = std::move(res);
+            return res;
         }
         else
-            throw Exception("Illegal columns " + columns[arguments[0]].column->getName()
-                    + ", " + columns[arguments[1]].column->getName()
-                    + ", " + columns[arguments[2]].column->getName()
+            throw Exception("Illegal columns " + arguments[0].column->getName()
+                    + ", " + arguments[1].column->getName()
+                    + ", " + arguments[2].column->getName()
                     + " of arguments of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
diff --git a/src/Functions/timezone.cpp b/src/Functions/timezone.cpp
index fd3c0b73160..a3c484e6da0 100644
--- a/src/Functions/timezone.cpp
+++ b/src/Functions/timezone.cpp
@@ -37,9 +37,9 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeString().createColumnConst(input_rows_count, DateLUT::instance().getTimeZone());
+        return DataTypeString().createColumnConst(input_rows_count, DateLUT::instance().getTimeZone());
     }
 };
 
diff --git a/src/Functions/toColumnTypeName.cpp b/src/Functions/toColumnTypeName.cpp
index 9fcfe46ced0..3d9de33e7fb 100644
--- a/src/Functions/toColumnTypeName.cpp
+++ b/src/Functions/toColumnTypeName.cpp
@@ -36,15 +36,14 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column
-            = DataTypeString().createColumnConst(input_rows_count, columns[arguments[0]].column->getName());
+        return DataTypeString().createColumnConst(input_rows_count, arguments[0].column->getName());
     }
 
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) const override
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & arguments) const override
     {
-        return DataTypeString().createColumnConst(1, columns[arguments[0]].type->createColumn()->getName());
+        return DataTypeString().createColumnConst(1, arguments[0].type->createColumn()->getName());
     }
 };
 
diff --git a/src/Functions/toFixedString.h b/src/Functions/toFixedString.h
index dcd295e3735..890686c52a9 100644
--- a/src/Functions/toFixedString.h
+++ b/src/Functions/toFixedString.h
@@ -52,17 +52,17 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        const auto n = columns[arguments[1]].column->getUInt(0);
-        return executeForN(columns, arguments, result, n);
+        const auto n = arguments[1].column->getUInt(0);
+        return executeForN(arguments, n);
     }
 
-    static void executeForN(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, const size_t n)
+    static ColumnPtr executeForN(ColumnsWithTypeAndName & arguments, const size_t n)
     {
-        const auto & column = columns[arguments[0]].column;
+        const auto & column = arguments[0].column;
 
-        if (const auto column_string = checkAndGetColumn<ColumnString>(column.get()))
+        if (const auto * column_string = checkAndGetColumn<ColumnString>(column.get()))
         {
             auto column_fixed = ColumnFixedString::create(n);
 
@@ -82,9 +82,9 @@ public:
                 memcpy(&out_chars[i * n], &in_chars[off], len);
             }
 
-            columns[result].column = std::move(column_fixed);
+            return column_fixed;
         }
-        else if (const auto column_fixed_string = checkAndGetColumn<ColumnFixedString>(column.get()))
+        else if (const auto * column_fixed_string = checkAndGetColumn<ColumnFixedString>(column.get()))
         {
             const auto src_n = column_fixed_string->getN();
             if (src_n > n)
@@ -100,7 +100,7 @@ public:
             for (size_t i = 0; i < size; ++i)
                 memcpy(&out_chars[i * n], &in_chars[i * src_n], src_n);
 
-            columns[result].column = std::move(column_fixed);
+            return column_fixed;
         }
         else
             throw Exception("Unexpected column: " + column->getName(), ErrorCodes::ILLEGAL_COLUMN);
diff --git a/src/Functions/toLowCardinality.cpp b/src/Functions/toLowCardinality.cpp
index 3b86afd78c1..e8389a6a495 100644
--- a/src/Functions/toLowCardinality.cpp
+++ b/src/Functions/toLowCardinality.cpp
@@ -32,19 +32,18 @@ public:
         return std::make_shared<DataTypeLowCardinality>(arguments[0]);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & res_type, size_t /*input_rows_count*/) const override
     {
         auto arg_num = arguments[0];
-        const auto & arg = columns[arg_num];
-        auto & res = columns[result];
+        const auto & arg = arguments[0];
 
         if (arg.type->lowCardinality())
-            res.column = arg.column;
+            return arg.column;
         else
         {
-            auto column = res.type->createColumn();
+            auto column = res_type->createColumn();
             typeid_cast<ColumnLowCardinality &>(*column).insertRangeFromFullColumn(*arg.column, 0, arg.column->size());
-            res.column = std::move(column);
+            return column;
         }
     }
 };
diff --git a/src/Functions/toNullable.cpp b/src/Functions/toNullable.cpp
index 0a134801e88..94c35bf84a1 100644
--- a/src/Functions/toNullable.cpp
+++ b/src/Functions/toNullable.cpp
@@ -35,9 +35,9 @@ public:
         return makeNullable(arguments[0]);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t) const override
     {
-        columns[result].column = makeNullable(columns[arguments[0]].column);
+        return makeNullable(arguments[0].column);
     }
 };
 
diff --git a/src/Functions/toStartOfInterval.cpp b/src/Functions/toStartOfInterval.cpp
index 967c70c66a4..23a511b992c 100644
--- a/src/Functions/toStartOfInterval.cpp
+++ b/src/Functions/toStartOfInterval.cpp
@@ -226,13 +226,13 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {1, 2}; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /* input_rows_count */) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /* input_rows_count */) const override
     {
-        const auto & time_column = columns[arguments[0]];
-        const auto & interval_column = columns[arguments[1]];
-        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(columns, arguments, 2, 0);
+        const auto & time_column = arguments[0];
+        const auto & interval_column = arguments[1];
+        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(arguments, 2, 0);
         auto result_column = dispatchForColumns(time_column, interval_column, time_zone);
-        columns[result].column = std::move(result_column);
+        return result_column;
     }
 
     bool hasInformationAboutMonotonicity() const override
diff --git a/src/Functions/toTimeZone.cpp b/src/Functions/toTimeZone.cpp
index 11ca33dbf5b..d50907a26cf 100644
--- a/src/Functions/toTimeZone.cpp
+++ b/src/Functions/toTimeZone.cpp
@@ -54,9 +54,9 @@ public:
         return std::make_shared<DataTypeDateTime64>(date_time64->getScale(), time_zone_name);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
-        columns[result].column = columns[arguments[0]].column;
+        return arguments[0].column;
     }
 };
 
diff --git a/src/Functions/toTypeName.cpp b/src/Functions/toTypeName.cpp
index 5f096f85ee8..d34b651f6c8 100644
--- a/src/Functions/toTypeName.cpp
+++ b/src/Functions/toTypeName.cpp
@@ -22,10 +22,9 @@ public:
     bool useDefaultImplementationForLowCardinalityColumns() const override { return false; }
 
     /// Execute the function on the columns.
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) override
     {
-        columns[result].column
-            = DataTypeString().createColumnConst(input_rows_count, columns[arguments[0]].type->getName());
+        return DataTypeString().createColumnConst(input_rows_count, arguments[0].type->getName());
     }
 };
 
@@ -43,14 +42,14 @@ public:
     bool isDeterministicInScopeOfQuery() const override { return true; }
 
     const DataTypes & getArgumentTypes() const override { return argument_types; }
-    const DataTypePtr & getReturnType() const override { return return_type; }
+    const DataTypePtr & getResultType() const override { return return_type; }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionToTypeName>();
     }
 
-    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName &, const ColumnNumbers &) const override
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName &) const override
     {
         return DataTypeString().createColumnConst(1, argument_types.at(0)->getName());
     }
diff --git a/src/Functions/today.cpp b/src/Functions/today.cpp
index bab097a06e4..108d0b90371 100644
--- a/src/Functions/today.cpp
+++ b/src/Functions/today.cpp
@@ -20,9 +20,9 @@ public:
 
     String getName() const override { return "today"; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) override
     {
-        columns[result].column = DataTypeDate().createColumnConst(input_rows_count, day_value);
+        return DataTypeDate().createColumnConst(input_rows_count, day_value);
     }
 
 private:
@@ -42,12 +42,12 @@ public:
         return argument_types;
     }
 
-    const DataTypePtr & getReturnType() const override
+    const DataTypePtr & getResultType() const override
     {
         return return_type;
     }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionToday>(day_value);
     }
diff --git a/src/Functions/transform.cpp b/src/Functions/transform.cpp
index 6939363c7de..6a83b8fe0ea 100644
--- a/src/Functions/transform.cpp
+++ b/src/Functions/transform.cpp
@@ -143,29 +143,26 @@ public:
         }
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        const ColumnConst * array_from = checkAndGetColumnConst<ColumnArray>(columns[arguments[1]].column.get());
-        const ColumnConst * array_to = checkAndGetColumnConst<ColumnArray>(columns[arguments[2]].column.get());
+        const ColumnConst * array_from = checkAndGetColumnConst<ColumnArray>(arguments[1].column.get());
+        const ColumnConst * array_to = checkAndGetColumnConst<ColumnArray>(arguments[2].column.get());
 
         if (!array_from || !array_to)
             throw Exception{"Second and third arguments of function " + getName() + " must be constant arrays.", ErrorCodes::ILLEGAL_COLUMN};
 
-        initialize(array_from->getValue<Array>(), array_to->getValue<Array>(), columns, arguments);
+        initialize(array_from->getValue<Array>(), array_to->getValue<Array>(), arguments);
 
-        const auto * in = columns[arguments.front()].column.get();
+        const auto * in = arguments.front().column.get();
 
         if (isColumnConst(*in))
-        {
-            executeConst(columns, arguments, result, input_rows_count);
-            return;
-        }
+            return executeConst(arguments, result_type, input_rows_count);
 
         const IColumn * default_column = nullptr;
         if (arguments.size() == 4)
-            default_column = columns[arguments[3]].column.get();
+            default_column = arguments[3].column.get();
 
-        auto column_result = columns[result].type->createColumn();
+        auto column_result = result_type->createColumn();
         auto * out = column_result.get();
 
         if (!executeNum<UInt8>(in, out, default_column)
@@ -183,36 +180,21 @@ public:
             throw Exception{"Illegal column " + in->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
         }
 
-        columns[result].column = std::move(column_result);
+        return column_result;
     }
 
 private:
-    static void executeConst(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, const size_t result, size_t input_rows_count)
+    static ColumnPtr executeConst(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count)
     {
         /// Materialize the input column and compute the function as usual.
 
-        ColumnsWithTypeAndName tmp_columns;
-        ColumnNumbers tmp_arguments;
-
-        tmp_columns.emplace_back(columns[arguments[0]]);
-        tmp_columns[0].column = tmp_columns[0].column->cloneResized(input_rows_count)->convertToFullColumnIfConst();
-        tmp_arguments.push_back(0);
-
-        for (size_t i = 1; i < arguments.size(); ++i)
-        {
-            tmp_columns.emplace_back(columns[arguments[i]]);
-            tmp_arguments.push_back(i);
-        }
+        ColumnsWithTypeAndName args = arguments;
+        args[0].column = args[0].column->cloneResized(input_rows_count)->convertToFullColumnIfConst();
 
         auto impl = FunctionOverloadResolverAdaptor(std::make_unique<DefaultOverloadResolver>(std::make_shared<FunctionTransform>()))
-                    .build(tmp_columns);
+                    .build(args);
 
-        tmp_columns.emplace_back(columns[result]);
-        size_t tmp_result = arguments.size();
-
-        impl->execute(tmp_columns, tmp_arguments, tmp_result, input_rows_count);
-
-        columns[result].column = tmp_columns[tmp_result].column;
+        return impl->execute(args, result_type, input_rows_count);
     }
 
     template <typename T>
@@ -741,7 +723,7 @@ private:
     mutable Cache cache;
 
     /// Can be called from different threads. It works only on the first call.
-    void initialize(const Array & from, const Array & to, ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments) const
+    void initialize(const Array & from, const Array & to, ColumnsWithTypeAndName & arguments) const
     {
         if (cache.initialized)
             return;
@@ -765,7 +747,7 @@ private:
 
         if (arguments.size() == 4)
         {
-            const IColumn * default_col = columns[arguments[3]].column.get();
+            const IColumn * default_col = arguments[3].column.get();
             const ColumnConst * const_default_col = typeid_cast<const ColumnConst *>(default_col);
 
             if (const_default_col)
diff --git a/src/Functions/tuple.cpp b/src/Functions/tuple.cpp
index 45b208dbdcd..6d24391ed46 100644
--- a/src/Functions/tuple.cpp
+++ b/src/Functions/tuple.cpp
@@ -52,15 +52,28 @@ public:
     bool useDefaultImplementationForNulls() const override { return false; }
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+    DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
     {
         if (arguments.empty())
             throw Exception("Function " + getName() + " requires at least one argument.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-        return std::make_shared<DataTypeTuple>(arguments);
+        DataTypes types;
+        Strings names;
+
+        for (const auto & argument : arguments)
+        {
+            types.emplace_back(argument.type);
+            names.emplace_back(argument.name);
+        }
+
+        /// Create named tuple if possible.
+        if (DataTypeTuple::canBeCreatedWithNames(names))
+            return std::make_shared<DataTypeTuple>(types, names, false);
+
+        return std::make_shared<DataTypeTuple>(types);
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         size_t tuple_size = arguments.size();
         Columns tuple_columns(tuple_size);
@@ -70,9 +83,9 @@ public:
               *  convert all to non-constant columns,
               *  because many places in code expect all non-constant columns in non-constant tuple.
               */
-            tuple_columns[i] = columns[arguments[i]].column->convertToFullColumnIfConst();
+            tuple_columns[i] = arguments[i].column->convertToFullColumnIfConst();
         }
-        columns[result].column = ColumnTuple::create(tuple_columns);
+        return ColumnTuple::create(tuple_columns);
     }
 };
 
diff --git a/src/Functions/tupleElement.cpp b/src/Functions/tupleElement.cpp
index 497d6af1e4a..01b109d4861 100644
--- a/src/Functions/tupleElement.cpp
+++ b/src/Functions/tupleElement.cpp
@@ -79,11 +79,11 @@ public:
         return out_return_type;
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
     {
         Columns array_offsets;
 
-        const auto & first_arg = columns[arguments[0]];
+        const auto & first_arg = arguments[0];
 
         const IDataType * tuple_type = first_arg.type.get();
         const IColumn * tuple_col = first_arg.column.get();
@@ -101,14 +101,14 @@ public:
         if (!tuple_type_concrete || !tuple_col_concrete)
             throw Exception("First argument for function " + getName() + " must be tuple or array of tuple.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-        size_t index = getElementNum(columns[arguments[1]].column, *tuple_type_concrete);
+        size_t index = getElementNum(arguments[1].column, *tuple_type_concrete);
         ColumnPtr res = tuple_col_concrete->getColumns()[index];
 
         /// Wrap into Arrays
         for (auto it = array_offsets.rbegin(); it != array_offsets.rend(); ++it)
             res = ColumnArray::create(res, *it);
 
-        columns[result].column = res;
+        return res;
     }
 
 private:
diff --git a/src/Functions/uptime.cpp b/src/Functions/uptime.cpp
index 0d833fe6beb..1650885ee13 100644
--- a/src/Functions/uptime.cpp
+++ b/src/Functions/uptime.cpp
@@ -39,9 +39,9 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeUInt32().createColumnConst(input_rows_count, static_cast<UInt64>(uptime));
+        return DataTypeUInt32().createColumnConst(input_rows_count, static_cast<UInt64>(uptime));
     }
 
 private:
diff --git a/src/Functions/version.cpp b/src/Functions/version.cpp
index a34b399e18b..73c31ae59a2 100644
--- a/src/Functions/version.cpp
+++ b/src/Functions/version.cpp
@@ -36,9 +36,9 @@ public:
         return std::make_shared<DataTypeString>();
     }
 
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        columns[result].column = DataTypeString().createColumnConst(input_rows_count, VERSION_STRING);
+        return DataTypeString().createColumnConst(input_rows_count, VERSION_STRING);
     }
 };
 
diff --git a/src/Functions/visibleWidth.cpp b/src/Functions/visibleWidth.cpp
index 77b3d6ac110..4945e93412e 100644
--- a/src/Functions/visibleWidth.cpp
+++ b/src/Functions/visibleWidth.cpp
@@ -46,9 +46,9 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
 
     /// Execute the function on the columns.
-    void executeImpl(ColumnsWithTypeAndName & columns, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) const override
+    ColumnPtr executeImpl(ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        auto & src = columns[arguments[0]];
+        auto & src = arguments[0];
         size_t size = input_rows_count;
 
         auto res_col = ColumnUInt64::create(size);
@@ -68,7 +68,7 @@ public:
             res_data[i] = UTF8::countCodePoints(reinterpret_cast<const UInt8 *>(tmp.data()), tmp.size());
         }
 
-        columns[result].column = std::move(res_col);
+        return res_col;
     }
 };
 
diff --git a/src/Functions/ya.make b/src/Functions/ya.make
index a934e128a36..3aea31aa538 100644
--- a/src/Functions/ya.make
+++ b/src/Functions/ya.make
@@ -32,7 +32,6 @@ PEERDIR(
 )
 
 # "Arcadia" build is slightly deficient. It lacks many libraries that we need.
-CFLAGS(-g0)
 
 SRCS(
     abs.cpp
@@ -47,6 +46,8 @@ SRCS(
     addSeconds.cpp
     addWeeks.cpp
     addYears.cpp
+    aes_decrypt_mysql.cpp
+    aes_encrypt_mysql.cpp
     appendTrailingCharIfAbsent.cpp
     array/arrayAll.cpp
     array/arrayAUC.cpp
@@ -141,6 +142,7 @@ SRCS(
     currentUser.cpp
     dateDiff.cpp
     date_trunc.cpp
+    decrypt.cpp
     defaultValueOfArgumentType.cpp
     defaultValueOfTypeName.cpp
     demange.cpp
@@ -148,10 +150,12 @@ SRCS(
     dumpColumnStructure.cpp
     e.cpp
     empty.cpp
+    encrypt.cpp
     endsWith.cpp
     equals.cpp
     erfc.cpp
     erf.cpp
+    errorCodeToName.cpp
     evalMLMethod.cpp
     exp10.cpp
     exp2.cpp
@@ -176,6 +180,7 @@ SRCS(
     FunctionFQDN.cpp
     FunctionHelpers.cpp
     FunctionJoinGet.cpp
+    FunctionsAES.cpp
     FunctionsCoding.cpp
     FunctionsConversion.cpp
     FunctionsEmbeddedDictionaries.cpp
diff --git a/src/Functions/ya.make.in b/src/Functions/ya.make.in
index 2a66aa5553e..be90a8b6c7a 100644
--- a/src/Functions/ya.make.in
+++ b/src/Functions/ya.make.in
@@ -31,7 +31,6 @@ PEERDIR(
 )
 
 # "Arcadia" build is slightly deficient. It lacks many libraries that we need.
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -i -v -P 'tests|Bitmap|sumbur|abtesting' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Functions/yesterday.cpp b/src/Functions/yesterday.cpp
index bd5704d10c3..28d29add3e4 100644
--- a/src/Functions/yesterday.cpp
+++ b/src/Functions/yesterday.cpp
@@ -18,9 +18,9 @@ public:
 
     String getName() const override { return "yesterday"; }
 
-    void execute(ColumnsWithTypeAndName & columns, const ColumnNumbers &, size_t result, size_t input_rows_count) override
+    ColumnPtr execute(ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) override
     {
-        columns[result].column = DataTypeDate().createColumnConst(input_rows_count, day_value);
+        return DataTypeDate().createColumnConst(input_rows_count, day_value);
     }
 
 private:
@@ -40,12 +40,12 @@ public:
         return argument_types;
     }
 
-    const DataTypePtr & getReturnType() const override
+    const DataTypePtr & getResultType() const override
     {
         return return_type;
     }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
     {
         return std::make_unique<ExecutableFunctionYesterday>(day_value);
     }
diff --git a/src/IO/ReadHelpers.cpp b/src/IO/ReadHelpers.cpp
index 900e9c7b535..bf41de3959a 100644
--- a/src/IO/ReadHelpers.cpp
+++ b/src/IO/ReadHelpers.cpp
@@ -480,7 +480,7 @@ void readEscapedString(String & s, ReadBuffer & buf)
 }
 
 template void readEscapedStringInto<PaddedPODArray<UInt8>>(PaddedPODArray<UInt8> & s, ReadBuffer & buf);
-template void readEscapedStringInto<NullSink>(NullSink & s, ReadBuffer & buf);
+template void readEscapedStringInto<NullOutput>(NullOutput & s, ReadBuffer & buf);
 
 
 /** If enable_sql_style_quoting == true,
@@ -562,7 +562,7 @@ void readQuotedStringWithSQLStyle(String & s, ReadBuffer & buf)
 
 
 template void readQuotedStringInto<true>(PaddedPODArray<UInt8> & s, ReadBuffer & buf);
-template void readDoubleQuotedStringInto<false>(NullSink & s, ReadBuffer & buf);
+template void readDoubleQuotedStringInto<false>(NullOutput & s, ReadBuffer & buf);
 
 void readDoubleQuotedString(String & s, ReadBuffer & buf)
 {
@@ -742,7 +742,7 @@ void readJSONString(String & s, ReadBuffer & buf)
 
 template void readJSONStringInto<PaddedPODArray<UInt8>, void>(PaddedPODArray<UInt8> & s, ReadBuffer & buf);
 template bool readJSONStringInto<PaddedPODArray<UInt8>, bool>(PaddedPODArray<UInt8> & s, ReadBuffer & buf);
-template void readJSONStringInto<NullSink>(NullSink & s, ReadBuffer & buf);
+template void readJSONStringInto<NullOutput>(NullOutput & s, ReadBuffer & buf);
 template void readJSONStringInto<String>(String & s, ReadBuffer & buf);
 
 
@@ -891,7 +891,7 @@ void skipJSONField(ReadBuffer & buf, const StringRef & name_of_field)
         throw Exception("Unexpected EOF for key '" + name_of_field.toString() + "'", ErrorCodes::INCORRECT_DATA);
     else if (*buf.position() == '"') /// skip double-quoted string
     {
-        NullSink sink;
+        NullOutput sink;
         readJSONStringInto(sink, buf);
     }
     else if (isNumericASCII(*buf.position()) || *buf.position() == '-' || *buf.position() == '+' || *buf.position() == '.') /// skip number
@@ -955,7 +955,7 @@ void skipJSONField(ReadBuffer & buf, const StringRef & name_of_field)
             // field name
             if (*buf.position() == '"')
             {
-                NullSink sink;
+                NullOutput sink;
                 readJSONStringInto(sink, buf);
             }
             else
diff --git a/src/IO/ReadHelpers.h b/src/IO/ReadHelpers.h
index 90a56af3c34..9ff1858c723 100644
--- a/src/IO/ReadHelpers.h
+++ b/src/IO/ReadHelpers.h
@@ -527,7 +527,7 @@ bool tryReadJSONStringInto(Vector & s, ReadBuffer & buf)
 }
 
 /// This could be used as template parameter for functions above, if you want to just skip data.
-struct NullSink
+struct NullOutput
 {
     void append(const char *, size_t) {}
     void push_back(char) {}
@@ -619,9 +619,11 @@ inline bool tryReadDateText(DayNum & date, ReadBuffer & buf)
     return readDateTextImpl<bool>(date, buf);
 }
 
-
-inline void readUUIDText(UUID & uuid, ReadBuffer & buf)
+template <typename ReturnType = void>
+inline ReturnType readUUIDTextImpl(UUID & uuid, ReadBuffer & buf)
 {
+    static constexpr bool throw_exception = std::is_same_v<ReturnType, void>;
+
     char s[36];
     size_t size = buf.read(s, 32);
 
@@ -634,21 +636,49 @@ inline void readUUIDText(UUID & uuid, ReadBuffer & buf)
             if (size != 36)
             {
                 s[size] = 0;
-                throw Exception(std::string("Cannot parse uuid ") + s, ErrorCodes::CANNOT_PARSE_UUID);
+
+                if constexpr (throw_exception)
+                {
+                    throw Exception(std::string("Cannot parse uuid ") + s, ErrorCodes::CANNOT_PARSE_UUID);
+                }
+                else
+                {
+                    return ReturnType(false);
+                }
             }
 
             parseUUID(reinterpret_cast<const UInt8 *>(s), std::reverse_iterator<UInt8 *>(reinterpret_cast<UInt8 *>(&uuid) + 16));
         }
         else
             parseUUIDWithoutSeparator(reinterpret_cast<const UInt8 *>(s), std::reverse_iterator<UInt8 *>(reinterpret_cast<UInt8 *>(&uuid) + 16));
+
+        return ReturnType(true);
     }
     else
     {
         s[size] = 0;
-        throw Exception(std::string("Cannot parse uuid ") + s, ErrorCodes::CANNOT_PARSE_UUID);
+
+        if constexpr (throw_exception)
+        {
+            throw Exception(std::string("Cannot parse uuid ") + s, ErrorCodes::CANNOT_PARSE_UUID);
+        }
+        else
+        {
+            return ReturnType(false);
+        }
     }
 }
 
+inline void readUUIDText(UUID & uuid, ReadBuffer & buf)
+{
+    return readUUIDTextImpl<void>(uuid, buf);
+}
+
+inline bool tryReadUUIDText(UUID & uuid, ReadBuffer & buf)
+{
+    return readUUIDTextImpl<bool>(uuid, buf);
+}
+
 
 template <typename T>
 inline T parse(const char * data, size_t size);
diff --git a/src/IO/ReadWriteBufferFromHTTP.h b/src/IO/ReadWriteBufferFromHTTP.h
index 48407f76938..ee6fcc58ab0 100644
--- a/src/IO/ReadWriteBufferFromHTTP.h
+++ b/src/IO/ReadWriteBufferFromHTTP.h
@@ -106,6 +106,7 @@ namespace detail
         std::vector<Poco::Net::HTTPCookie> cookies;
         HTTPHeaderEntries http_header_entries;
         RemoteHostFilter remote_host_filter;
+        std::function<void(size_t)> next_callback;
 
         std::istream * call(const Poco::URI uri_, Poco::Net::HTTPResponse & response)
         {
@@ -154,6 +155,7 @@ namespace detail
         }
 
     public:
+        using NextCallback = std::function<void(size_t)>;
         using OutStreamCallback = std::function<void(std::ostream &)>;
 
         explicit ReadWriteBufferFromHTTPBase(
@@ -185,7 +187,7 @@ namespace detail
 
                 session->updateSession(uri_redirect);
 
-                istr = call(uri_redirect,response);
+                istr = call(uri_redirect, response);
             }
 
             try
@@ -204,6 +206,8 @@ namespace detail
 
         bool nextImpl() override
         {
+            if (next_callback)
+                next_callback(count());
             if (!impl->next())
                 return false;
             internal_buffer = impl->buffer();
@@ -218,6 +222,17 @@ namespace detail
                     return cookie.getValue();
             return def;
         }
+
+        /// Set function to call on each nextImpl, useful when you need to track
+        /// progress.
+        /// NOTE: parameter on each call is not incremental -- it's all bytes count
+        /// passed through the buffer
+        void setNextCallback(NextCallback next_callback_)
+        {
+            next_callback = next_callback_;
+            /// Some data maybe already read
+            next_callback(count());
+        }
     };
 }
 
@@ -226,7 +241,8 @@ class UpdatableSession : public UpdatableSessionBase<HTTPSessionPtr>
     using Parent = UpdatableSessionBase<HTTPSessionPtr>;
 
 public:
-    explicit UpdatableSession(const Poco::URI uri,
+    explicit UpdatableSession(
+        const Poco::URI uri,
         const ConnectionTimeouts & timeouts_,
         const UInt64 max_redirects_)
         : Parent(uri, timeouts_, max_redirects_)
@@ -245,7 +261,8 @@ class ReadWriteBufferFromHTTP : public detail::ReadWriteBufferFromHTTPBase<std::
     using Parent = detail::ReadWriteBufferFromHTTPBase<std::shared_ptr<UpdatableSession>>;
 
 public:
-    explicit ReadWriteBufferFromHTTP(Poco::URI uri_,
+    explicit ReadWriteBufferFromHTTP(
+        Poco::URI uri_,
         const std::string & method_,
         OutStreamCallback out_stream_callback_,
         const ConnectionTimeouts & timeouts,
@@ -254,7 +271,8 @@ public:
         size_t buffer_size_ = DBMS_DEFAULT_BUFFER_SIZE,
         const HTTPHeaderEntries & http_header_entries_ = {},
         const RemoteHostFilter & remote_host_filter_ = {})
-        : Parent(std::make_shared<UpdatableSession>(uri_, timeouts, max_redirects), uri_, method_, out_stream_callback_, credentials_, buffer_size_, http_header_entries_, remote_host_filter_)
+        : Parent(std::make_shared<UpdatableSession>(uri_, timeouts, max_redirects),
+            uri_, method_, out_stream_callback_, credentials_, buffer_size_, http_header_entries_, remote_host_filter_)
     {
     }
 };
diff --git a/src/IO/parseDateTimeBestEffort.cpp b/src/IO/parseDateTimeBestEffort.cpp
index d84ac76b164..8a188d22236 100644
--- a/src/IO/parseDateTimeBestEffort.cpp
+++ b/src/IO/parseDateTimeBestEffort.cpp
@@ -533,6 +533,10 @@ ReturnType parseDateTimeBestEffortImpl(
         }
     }
 
+    /// If neither Date nor Time is parsed successfully, it should fail
+    if (!year && !month && !day_of_month && !has_time)
+        return on_error("Cannot read DateTime: neither Date nor Time was parsed successfully", ErrorCodes::CANNOT_PARSE_DATETIME);
+
     if (!year)
         year = 2000;
     if (!month)
diff --git a/src/IO/ya.make b/src/IO/ya.make
index 28099818b46..3796494ff33 100644
--- a/src/IO/ya.make
+++ b/src/IO/ya.make
@@ -8,7 +8,6 @@ PEERDIR(
     contrib/libs/poco/NetSSL_OpenSSL
 )
 
-CFLAGS(-g0)
 
 SRCS(
     AIOContextPool.cpp
diff --git a/src/IO/ya.make.in b/src/IO/ya.make.in
index 1b3ca7d6d35..b566644f78b 100644
--- a/src/IO/ya.make.in
+++ b/src/IO/ya.make.in
@@ -7,7 +7,6 @@ PEERDIR(
     contrib/libs/poco/NetSSL_OpenSSL
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -P 'S3|HDFS' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Interpreters/ActionsVisitor.cpp b/src/Interpreters/ActionsVisitor.cpp
index e0e921b003b..22c81d1d365 100644
--- a/src/Interpreters/ActionsVisitor.cpp
+++ b/src/Interpreters/ActionsVisitor.cpp
@@ -522,24 +522,13 @@ const ActionsDAG & ScopeStack::getLastActions() const
     return *stack.back().actions;
 }
 
-struct CachedColumnName
-{
-    String cached;
-
-    const String & get(const ASTPtr & ast)
-    {
-        if (cached.empty())
-            cached = ast->getColumnName();
-        return cached;
-    }
-};
-
 bool ActionsMatcher::needChildVisit(const ASTPtr & node, const ASTPtr & child)
 {
     /// Visit children themself
     if (node->as<ASTIdentifier>() ||
         node->as<ASTFunction>() ||
-        node->as<ASTLiteral>())
+        node->as<ASTLiteral>() ||
+        node->as<ASTExpressionList>())
         return false;
 
     /// Do not go to FROM, JOIN, UNION.
@@ -558,12 +547,122 @@ void ActionsMatcher::visit(const ASTPtr & ast, Data & data)
         visit(*node, ast, data);
     else if (const auto * literal = ast->as<ASTLiteral>())
         visit(*literal, ast, data);
+    else if (auto * expression_list = ast->as<ASTExpressionList>())
+        visit(*expression_list, ast, data);
+    else
+    {
+        for (auto & child : ast->children)
+            if (needChildVisit(ast, child))
+                visit(child, data);
+    }
+}
+
+std::optional<NameAndTypePair> ActionsMatcher::getNameAndTypeFromAST(const ASTPtr & ast, Data & data)
+{
+    // If the argument is a literal, we generated a unique column name for it.
+    // Use it instead of a generic display name.
+    auto child_column_name = ast->getColumnName();
+    const auto * as_literal = ast->as<ASTLiteral>();
+    if (as_literal)
+    {
+        assert(!as_literal->unique_column_name.empty());
+        child_column_name = as_literal->unique_column_name;
+    }
+
+    const auto & index = data.actions_stack.getLastActions().getIndex();
+    auto it = index.find(child_column_name);
+    if (it != index.end())
+        return NameAndTypePair(child_column_name, it->second->result_type);
+
+    if (!data.only_consts)
+        throw Exception("Unknown identifier: " + child_column_name + " there are columns: " + data.actions_stack.dumpNames(),
+                        ErrorCodes::UNKNOWN_IDENTIFIER);
+
+    return {};
+}
+
+ASTs ActionsMatcher::doUntuple(const ASTFunction * function, ActionsMatcher::Data & data)
+{
+    if (function->arguments->children.size() != 1)
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                        "Number of arguments for function untuple doesn't match. Passed {}, should be 1",
+                        function->arguments->children.size());
+
+    auto & child = function->arguments->children[0];
+
+    /// Calculate nested function.
+    visit(child, data);
+
+    /// Get type and name for tuple argument
+    auto tuple_name_type = getNameAndTypeFromAST(child, data);
+    if (!tuple_name_type)
+        return {};
+
+    const auto * tuple_type = typeid_cast<const DataTypeTuple *>(tuple_name_type->type.get());
+
+    if (!tuple_type)
+        throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                        "Function untuple expect tuple argument, got {}",
+                        tuple_name_type->type->getName());
+
+    ASTs columns;
+    size_t tid = 0;
+    for (const auto & name : tuple_type->getElementNames())
+    {
+        auto tuple_ast = function->arguments->children[0];
+        if (tid != 0)
+            tuple_ast = tuple_ast->clone();
+
+        auto literal = std::make_shared<ASTLiteral>(UInt64(++tid));
+        visit(*literal, literal, data);
+
+        auto func = makeASTFunction("tupleElement", tuple_ast, literal);
+
+        if (tuple_type->haveExplicitNames())
+            func->setAlias(name);
+        else
+            func->setAlias(data.getUniqueName("_ut_" + name));
+
+        auto function_builder = FunctionFactory::instance().get(func->name, data.context);
+        data.addFunction(function_builder, {tuple_name_type->name, literal->getColumnName()}, func->getColumnName());
+
+        columns.push_back(std::move(func));
+    }
+
+    return columns;
+}
+
+void ActionsMatcher::visit(ASTExpressionList & expression_list, const ASTPtr &, Data & data)
+{
+    size_t num_children = expression_list.children.size();
+    for (size_t i = 0; i < num_children; ++i)
+    {
+        if (const auto * function = expression_list.children[i]->as<ASTFunction>())
+        {
+            if (function->name == "untuple")
+            {
+                auto columns = doUntuple(function, data);
+
+                if (columns.empty())
+                    continue;
+
+                expression_list.children.erase(expression_list.children.begin() + i);
+                expression_list.children.insert(expression_list.children.begin() + i, columns.begin(), columns.end());
+                num_children += columns.size() - 1;
+                i += columns.size() - 1;
+            }
+            else
+                visit(expression_list.children[i], data);
+        }
+        else
+            visit(expression_list.children[i], data);
+    }
 }
 
 void ActionsMatcher::visit(const ASTIdentifier & identifier, const ASTPtr & ast, Data & data)
 {
-    CachedColumnName column_name;
-    if (data.hasColumn(column_name.get(ast)))
+    auto column_name = ast->getColumnName();
+    if (data.hasColumn(column_name))
         return;
 
     if (!data.only_consts)
@@ -573,23 +672,23 @@ void ActionsMatcher::visit(const ASTIdentifier & identifier, const ASTPtr & ast,
 
         for (const auto & column_name_type : data.source_columns)
         {
-            if (column_name_type.name == column_name.get(ast))
+            if (column_name_type.name == column_name)
             {
-                throw Exception("Column " + backQuote(column_name.get(ast)) + " is not under aggregate function and not in GROUP BY",
+                throw Exception("Column " + backQuote(column_name) + " is not under aggregate function and not in GROUP BY",
                 ErrorCodes::NOT_AN_AGGREGATE);
             }
         }
 
         /// Special check for WITH statement alias. Add alias action to be able to use this alias.
         if (identifier.prefer_alias_to_column_name && !identifier.alias.empty())
-            data.addAlias(identifier.name, identifier.alias);
+            data.addAlias(identifier.name(), identifier.alias);
     }
 }
 
 void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data & data)
 {
-    CachedColumnName column_name;
-    if (data.hasColumn(column_name.get(ast)))
+    auto column_name = ast->getColumnName();
+    if (data.hasColumn(column_name))
         return;
 
     if (node.name == "lambda")
@@ -604,10 +703,7 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
         ASTPtr arg = node.arguments->children.at(0);
         visit(arg, data);
         if (!data.only_consts)
-        {
-            String result_name = column_name.get(ast);
-            data.addArrayJoin(arg->getColumnName(), result_name);
-        }
+            data.addArrayJoin(arg->getColumnName(), column_name);
 
         return;
     }
@@ -634,7 +730,7 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
                 data.addFunction(
                         FunctionFactory::instance().get(node.name + "IgnoreSet", data.context),
                         { argument_name, argument_name },
-                        column_name.get(ast));
+                        column_name);
             }
             return;
         }
@@ -648,12 +744,12 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
     {
         function_builder = FunctionFactory::instance().get(node.name, data.context);
     }
-    catch (DB::Exception & e)
+    catch (Exception & e)
     {
         auto hints = AggregateFunctionFactory::instance().getHints(node.name);
         if (!hints.empty())
             e.addMessage("Or unknown aggregate function " + node.name + ". Maybe you meant: " + toString(hints));
-        e.rethrow();
+        throw;
     }
 
     Names argument_names;
@@ -662,20 +758,20 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
 
     /// If the function has an argument-lambda expression, you need to determine its type before the recursive call.
     bool has_lambda_arguments = false;
-
-    for (size_t arg = 0; arg < node.arguments->children.size(); ++arg)
+    size_t num_arguments = node.arguments->children.size();
+    for (size_t arg = 0; arg < num_arguments; ++arg)
     {
         auto & child = node.arguments->children[arg];
 
-        const auto * lambda = child->as<ASTFunction>();
+        const auto * function = child->as<ASTFunction>();
         const auto * identifier = child->as<ASTIdentifier>();
-        if (lambda && lambda->name == "lambda")
+        if (function && function->name == "lambda")
         {
             /// If the argument is a lambda expression, just remember its approximate type.
-            if (lambda->arguments->children.size() != 2)
+            if (function->arguments->children.size() != 2)
                 throw Exception("lambda requires two arguments", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-            const auto * lambda_args_tuple = lambda->arguments->children.at(0)->as<ASTFunction>();
+            const auto * lambda_args_tuple = function->arguments->children.at(0)->as<ASTFunction>();
 
             if (!lambda_args_tuple || lambda_args_tuple->name != "tuple")
                 throw Exception("First argument of lambda must be a tuple", ErrorCodes::TYPE_MISMATCH);
@@ -685,6 +781,29 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
             /// Select the name in the next cycle.
             argument_names.emplace_back();
         }
+        else if (function && function->name == "untuple")
+        {
+            auto columns = doUntuple(function, data);
+
+            if (columns.empty())
+                continue;
+
+            for (const auto & column : columns)
+            {
+                if (auto name_type = getNameAndTypeFromAST(column, data))
+                {
+                    argument_types.push_back(name_type->type);
+                    argument_names.push_back(name_type->name);
+                }
+                else
+                    arguments_present = false;
+            }
+
+            node.arguments->children.erase(node.arguments->children.begin() + arg);
+            node.arguments->children.insert(node.arguments->children.begin() + arg, columns.begin(), columns.end());
+            num_arguments += columns.size() - 1;
+            arg += columns.size() - 1;
+        }
         else if (checkFunctionIsInOrGlobalInOperator(node) && arg == 1 && prepared_set)
         {
             ColumnWithTypeAndName column;
@@ -731,32 +850,13 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
             /// If the argument is not a lambda expression, call it recursively and find out its type.
             visit(child, data);
 
-            // In the above visit() call, if the argument is a literal, we
-            // generated a unique column name for it. Use it instead of a generic
-            // display name.
-            auto child_column_name = child->getColumnName();
-            const auto * as_literal = child->as<ASTLiteral>();
-            if (as_literal)
+            if (auto name_type = getNameAndTypeFromAST(child, data))
             {
-                assert(!as_literal->unique_column_name.empty());
-                child_column_name = as_literal->unique_column_name;
-            }
-
-            const auto & index = data.actions_stack.getLastActions().getIndex();
-            auto it = index.find(child_column_name);
-            if (it != index.end())
-            {
-                argument_types.push_back(it->second->result_type);
-                argument_names.push_back(child_column_name);
+                argument_types.push_back(name_type->type);
+                argument_names.push_back(name_type->name);
             }
             else
-            {
-                if (data.only_consts)
-                    arguments_present = false;
-                else
-                    throw Exception("Unknown identifier: " + child_column_name + " there are columns: " + data.actions_stack.dumpNames(),
-                                    ErrorCodes::UNKNOWN_IDENTIFIER);
-            }
+                arguments_present = false;
         }
     }
 
@@ -833,7 +933,8 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
 
     if (arguments_present)
     {
-        data.addFunction(function_builder, argument_names, column_name.get(ast));
+        /// Calculate column name here again, because AST may be changed here (in case of untuple).
+        data.addFunction(function_builder, argument_names, ast->getColumnName());
     }
 }
 
diff --git a/src/Interpreters/ActionsVisitor.h b/src/Interpreters/ActionsVisitor.h
index f4da9932163..50aed149a07 100644
--- a/src/Interpreters/ActionsVisitor.h
+++ b/src/Interpreters/ActionsVisitor.h
@@ -191,8 +191,11 @@ private:
     static void visit(const ASTIdentifier & identifier, const ASTPtr & ast, Data & data);
     static void visit(const ASTFunction & node, const ASTPtr & ast, Data & data);
     static void visit(const ASTLiteral & literal, const ASTPtr & ast, Data & data);
+    static void visit(ASTExpressionList & expression_list, const ASTPtr & ast, Data & data);
 
     static SetPtr makeSet(const ASTFunction & node, Data & data, bool no_subqueries);
+    static ASTs doUntuple(const ASTFunction * function, ActionsMatcher::Data & data);
+    static std::optional<NameAndTypePair> getNameAndTypeFromAST(const ASTPtr & ast, Data & data);
 };
 
 using ActionsVisitor = ActionsMatcher::Visitor;
diff --git a/src/Interpreters/AddDefaultDatabaseVisitor.h b/src/Interpreters/AddDefaultDatabaseVisitor.h
index 9322232c154..bb684c5547a 100644
--- a/src/Interpreters/AddDefaultDatabaseVisitor.h
+++ b/src/Interpreters/AddDefaultDatabaseVisitor.h
@@ -24,11 +24,12 @@ namespace DB
 class AddDefaultDatabaseVisitor
 {
 public:
-    AddDefaultDatabaseVisitor(const String & database_name_, bool only_replace_current_database_function_ = false, std::ostream * ostr_ = nullptr)
-    :   database_name(database_name_),
-        only_replace_current_database_function(only_replace_current_database_function_),
-        visit_depth(0),
-        ostr(ostr_)
+    explicit AddDefaultDatabaseVisitor(
+        const String & database_name_, bool only_replace_current_database_function_ = false, std::ostream * ostr_ = nullptr)
+        : database_name(database_name_)
+        , only_replace_current_database_function(only_replace_current_database_function_)
+        , visit_depth(0)
+        , ostr(ostr_)
     {}
 
     void visitDDL(ASTPtr & ast) const
@@ -105,7 +106,7 @@ private:
     void visit(const ASTIdentifier & identifier, ASTPtr & ast) const
     {
         if (!identifier.compound())
-            ast = createTableIdentifier(database_name, identifier.name);
+            ast = createTableIdentifier(database_name, identifier.name());
     }
 
     void visit(ASTSubquery & subquery, ASTPtr &) const
@@ -116,7 +117,7 @@ private:
     void visit(ASTFunction & function, ASTPtr &) const
     {
         bool is_operator_in = false;
-        for (auto name : {"in", "notIn", "globalIn", "globalNotIn"})
+        for (const auto * name : {"in", "notIn", "globalIn", "globalNotIn"})
         {
             if (function.name == name)
             {
diff --git a/src/Interpreters/ApplyWithSubqueryVisitor.cpp b/src/Interpreters/ApplyWithSubqueryVisitor.cpp
index 805f425beac..c360a9683c3 100644
--- a/src/Interpreters/ApplyWithSubqueryVisitor.cpp
+++ b/src/Interpreters/ApplyWithSubqueryVisitor.cpp
@@ -16,10 +16,9 @@ void ApplyWithSubqueryVisitor::visit(ASTPtr & ast, const Data & data)
         std::optional<Data> new_data;
         if (auto with = node_select->with())
         {
-            for (auto & child : with->children)
-                visit(child, data);
             for (auto & child : with->children)
             {
+                visit(child, new_data ? *new_data : data);
                 if (auto * ast_with_elem = child->as<ASTWithElement>())
                 {
                     if (!new_data)
diff --git a/src/Interpreters/ArrayJoinAction.cpp b/src/Interpreters/ArrayJoinAction.cpp
index 365fabd85fb..77d63bd7752 100644
--- a/src/Interpreters/ArrayJoinAction.cpp
+++ b/src/Interpreters/ArrayJoinAction.cpp
@@ -68,7 +68,7 @@ void ArrayJoinAction::execute(Block & block)
         /// Resize all array joined columns to the longest one, (at least 1 if LEFT ARRAY JOIN), padded with default values.
         auto rows = block.rows();
         auto uint64 = std::make_shared<DataTypeUInt64>();
-        ColumnWithTypeAndName column_of_max_length;
+        ColumnWithTypeAndName column_of_max_length{{}, uint64, {}};
         if (is_left)
             column_of_max_length = ColumnWithTypeAndName(uint64->createColumnConst(rows, 1u), uint64, {});
         else
@@ -78,22 +78,19 @@ void ArrayJoinAction::execute(Block & block)
         {
             auto & src_col = block.getByName(name);
 
-            ColumnsWithTypeAndName tmp_block{src_col, {{}, uint64, {}}};
-            function_length->build({src_col})->execute(tmp_block, {0}, 1, rows);
+            ColumnsWithTypeAndName tmp_block{src_col}; //, {{}, uint64, {}}};
+            auto len_col = function_length->build(tmp_block)->execute(tmp_block, uint64, rows);
 
-            ColumnsWithTypeAndName tmp_block2{
-                column_of_max_length, tmp_block[1], {{}, uint64, {}}};
-            function_greatest->build({column_of_max_length, tmp_block[1]})->execute(tmp_block2, {0, 1}, 2, rows);
-            column_of_max_length = tmp_block2[2];
+            ColumnsWithTypeAndName tmp_block2{column_of_max_length, {len_col, uint64, {}}};
+            column_of_max_length.column = function_greatest->build(tmp_block2)->execute(tmp_block2, uint64, rows);
         }
 
         for (const auto & name : columns)
         {
             auto & src_col = block.getByName(name);
 
-            ColumnsWithTypeAndName tmp_block{src_col, column_of_max_length, {{}, src_col.type, {}}};
-            function_arrayResize->build({src_col, column_of_max_length})->execute(tmp_block, {0, 1}, 2, rows);
-            src_col.column = tmp_block[2].column;
+            ColumnsWithTypeAndName tmp_block{src_col, column_of_max_length};
+            src_col.column = function_arrayResize->build(tmp_block)->execute(tmp_block, src_col.type, rows);
             any_array_ptr = src_col.column->convertToFullColumnIfConst();
         }
 
@@ -105,10 +102,9 @@ void ArrayJoinAction::execute(Block & block)
         {
             auto src_col = block.getByName(name);
 
-            ColumnsWithTypeAndName tmp_block{src_col, {{}, src_col.type, {}}};
+            ColumnsWithTypeAndName tmp_block{src_col};
 
-            function_builder->build({src_col})->execute(tmp_block, {0}, 1, src_col.column->size());
-            non_empty_array_columns[name] = tmp_block[1].column;
+            non_empty_array_columns[name] = function_builder->build(tmp_block)->execute(tmp_block, src_col.type, src_col.column->size());
         }
 
         any_array_ptr = non_empty_array_columns.begin()->second->convertToFullColumnIfConst();
diff --git a/src/Interpreters/ArrayJoinedColumnsVisitor.h b/src/Interpreters/ArrayJoinedColumnsVisitor.h
index 56832914b80..94f6bdaf138 100644
--- a/src/Interpreters/ArrayJoinedColumnsVisitor.h
+++ b/src/Interpreters/ArrayJoinedColumnsVisitor.h
@@ -98,33 +98,33 @@ private:
         if (!IdentifierSemantic::getColumnName(node))
             return;
 
-        auto split = Nested::splitName(node.name);  /// ParsedParams, Key1
+        auto split = Nested::splitName(node.name());  /// ParsedParams, Key1
 
-        if (array_join_alias_to_name.count(node.name))
+        if (array_join_alias_to_name.count(node.name()))
         {
             /// ARRAY JOIN was written with an array column. Example: SELECT K1 FROM ... ARRAY JOIN ParsedParams.Key1 AS K1
-            array_join_result_to_source[node.name] = array_join_alias_to_name[node.name];    /// K1 -> ParsedParams.Key1
+            array_join_result_to_source[node.name()] = array_join_alias_to_name[node.name()];    /// K1 -> ParsedParams.Key1
         }
         else if (array_join_alias_to_name.count(split.first) && !split.second.empty())
         {
             /// ARRAY JOIN was written with a nested table. Example: SELECT PP.KEY1 FROM ... ARRAY JOIN ParsedParams AS PP
-            array_join_result_to_source[node.name]    /// PP.Key1 -> ParsedParams.Key1
+            array_join_result_to_source[node.name()]    /// PP.Key1 -> ParsedParams.Key1
                 = Nested::concatenateName(array_join_alias_to_name[split.first], split.second);
         }
-        else if (array_join_name_to_alias.count(node.name))
+        else if (array_join_name_to_alias.count(node.name()))
         {
             /** Example: SELECT ParsedParams.Key1 FROM ... ARRAY JOIN ParsedParams.Key1 AS PP.Key1.
             * That is, the query uses the original array, replicated by itself.
             */
             array_join_result_to_source[    /// PP.Key1 -> ParsedParams.Key1
-                array_join_name_to_alias[node.name]] = node.name;
+                array_join_name_to_alias[node.name()]] = node.name();
         }
         else if (array_join_name_to_alias.count(split.first) && !split.second.empty())
         {
             /** Example: SELECT ParsedParams.Key1 FROM ... ARRAY JOIN ParsedParams AS PP.
             */
             array_join_result_to_source[    /// PP.Key1 -> ParsedParams.Key1
-                Nested::concatenateName(array_join_name_to_alias[split.first], split.second)] = node.name;
+                Nested::concatenateName(array_join_name_to_alias[split.first], split.second)] = node.name();
         }
     }
 };
diff --git a/src/Interpreters/AsynchronousMetricLog.h b/src/Interpreters/AsynchronousMetricLog.h
index 0c02244246e..30bac3f5a99 100644
--- a/src/Interpreters/AsynchronousMetricLog.h
+++ b/src/Interpreters/AsynchronousMetricLog.h
@@ -22,7 +22,7 @@ struct AsynchronousMetricLogElement
 {
     UInt16 event_date;
     time_t event_time;
-    UInt64 event_time_microseconds;
+    Decimal64 event_time_microseconds;
     std::string metric_name;
     double value;
 
diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index feb2036a0d6..4e052349b6b 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -207,8 +207,22 @@ void AsynchronousMetrics::update()
         /// We must update the value of total_memory_tracker periodically.
         /// Otherwise it might be calculated incorrectly - it can include a "drift" of memory amount.
         /// See https://github.com/ClickHouse/ClickHouse/issues/10293
-        total_memory_tracker.set(data.resident);
-        CurrentMetrics::set(CurrentMetrics::MemoryTracking, data.resident);
+        {
+            Int64 amount = total_memory_tracker.get();
+            Int64 peak = total_memory_tracker.getPeak();
+            Int64 new_peak = data.resident;
+
+            LOG_DEBUG(&Poco::Logger::get("AsynchronousMetrics"),
+                "MemoryTracking: was {}, peak {}, will set to {} (RSS), difference: {}",
+                ReadableSize(amount),
+                ReadableSize(peak),
+                ReadableSize(new_peak),
+                ReadableSize(new_peak - peak)
+            );
+
+            total_memory_tracker.set(new_peak);
+            CurrentMetrics::set(CurrentMetrics::MemoryTracking, new_peak);
+        }
     }
 #endif
 
@@ -233,8 +247,8 @@ void AsynchronousMetrics::update()
 
         for (const auto & db : databases)
         {
-            /// Lazy database can not contain MergeTree tables
-            if (db.second->getEngineName() == "Lazy")
+            /// Check if database can contain MergeTree tables
+            if (!db.second->canContainMergeTreeTables())
                 continue;
             for (auto iterator = db.second->getTablesIterator(context); iterator->isValid(); iterator->next())
             {
diff --git a/src/Interpreters/ClientInfo.cpp b/src/Interpreters/ClientInfo.cpp
index 71567a424c5..37eb403ddab 100644
--- a/src/Interpreters/ClientInfo.cpp
+++ b/src/Interpreters/ClientInfo.cpp
@@ -59,6 +59,26 @@ void ClientInfo::write(WriteBuffer & out, const UInt64 server_protocol_revision)
         if (server_protocol_revision >= DBMS_MIN_REVISION_WITH_VERSION_PATCH)
             writeVarUInt(client_version_patch, out);
     }
+
+    if (server_protocol_revision >= DBMS_MIN_REVISION_WITH_OPENTELEMETRY)
+    {
+        if (opentelemetry_trace_id)
+        {
+            // Have OpenTelemetry header.
+            writeBinary(uint8_t(1), out);
+            // No point writing these numbers with variable length, because they
+            // are random and will probably require the full length anyway.
+            writeBinary(opentelemetry_trace_id, out);
+            writeBinary(opentelemetry_span_id, out);
+            writeBinary(opentelemetry_tracestate, out);
+            writeBinary(opentelemetry_trace_flags, out);
+        }
+        else
+        {
+            // Don't have OpenTelemetry header.
+            writeBinary(uint8_t(0), out);
+        }
+    }
 }
 
 
@@ -112,6 +132,19 @@ void ClientInfo::read(ReadBuffer & in, const UInt64 client_protocol_revision)
         else
             client_version_patch = client_tcp_protocol_version;
     }
+
+    if (client_protocol_revision >= DBMS_MIN_REVISION_WITH_OPENTELEMETRY)
+    {
+        uint8_t have_trace_id = 0;
+        readBinary(have_trace_id, in);
+        if (have_trace_id)
+        {
+            readBinary(opentelemetry_trace_id, in);
+            readBinary(opentelemetry_span_id, in);
+            readBinary(opentelemetry_tracestate, in);
+            readBinary(opentelemetry_trace_flags, in);
+        }
+    }
 }
 
 
@@ -122,6 +155,74 @@ void ClientInfo::setInitialQuery()
     client_name = (DBMS_NAME " ") + client_name;
 }
 
+bool ClientInfo::parseTraceparentHeader(const std::string & traceparent,
+    std::string & error)
+{
+    uint8_t version = -1;
+    uint64_t trace_id_high = 0;
+    uint64_t trace_id_low = 0;
+    uint64_t trace_parent = 0;
+    uint8_t trace_flags = 0;
+
+    // Version 00, which is the only one we can parse, is fixed width. Use this
+    // fact for an additional sanity check.
+    const int expected_length = 2 + 1 + 32 + 1 + 16 + 1 + 2;
+    if (traceparent.length() != expected_length)
+    {
+        error = fmt::format("unexpected length {}, expected {}",
+            traceparent.length(), expected_length);
+        return false;
+    }
+
+    // clang-tidy doesn't like sscanf:
+    //   error: 'sscanf' used to convert a string to an unsigned integer value,
+    //   but function will not report conversion errors; consider using 'strtoul'
+    //   instead [cert-err34-c,-warnings-as-errors]
+    // There is no other ready solution, and hand-rolling a more complicated
+    // parser for an HTTP header in C++ sounds like RCE.
+    // NOLINTNEXTLINE(cert-err34-c)
+    int result = sscanf(&traceparent[0],
+        "%2" SCNx8 "-%16" SCNx64 "%16" SCNx64 "-%16" SCNx64 "-%2" SCNx8,
+        &version, &trace_id_high, &trace_id_low, &trace_parent, &trace_flags);
+
+    if (result == EOF)
+    {
+        error = "EOF";
+        return false;
+    }
+
+    // We read uint128 as two uint64, so 5 parts and not 4.
+    if (result != 5)
+    {
+        error = fmt::format("could only read {} parts instead of the expected 5",
+            result);
+        return false;
+    }
+
+    if (version != 0)
+    {
+        error = fmt::format("unexpected version {}, expected 00", version);
+        return false;
+    }
+
+    opentelemetry_trace_id = static_cast<__uint128_t>(trace_id_high) << 64
+        | trace_id_low;
+    opentelemetry_span_id = trace_parent;
+    opentelemetry_trace_flags = trace_flags;
+    return true;
+}
+
+
+std::string ClientInfo::composeTraceparentHeader() const
+{
+    // This span is a parent for its children, so we specify this span_id as a
+    // parent id.
+    return fmt::format("00-{:032x}-{:016x}-{:02x}", opentelemetry_trace_id,
+        opentelemetry_span_id,
+        // This cast is needed because fmt is being weird and complaining that
+        // "mixing character types is not allowed".
+        static_cast<uint8_t>(opentelemetry_trace_flags));
+}
 
 void ClientInfo::fillOSUserHostNameAndVersionInfo()
 {
diff --git a/src/Interpreters/ClientInfo.h b/src/Interpreters/ClientInfo.h
index 704f1913b89..2edf47684d3 100644
--- a/src/Interpreters/ClientInfo.h
+++ b/src/Interpreters/ClientInfo.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <Poco/Net/SocketAddress.h>
+#include <Common/UInt128.h>
 #include <common/types.h>
 
 
@@ -58,6 +59,17 @@ public:
     String initial_query_id;
     Poco::Net::SocketAddress initial_address;
 
+    // OpenTelemetry trace information.
+    __uint128_t opentelemetry_trace_id = 0;
+    // The span id we get the in the incoming client info becomes our parent span
+    // id, and the span id we send becomes downstream parent span id.
+    UInt64 opentelemetry_span_id = 0;
+    UInt64 opentelemetry_parent_span_id = 0;
+    // The incoming tracestate header and the trace flags, we just pass them downstream.
+    // They are described at https://www.w3.org/TR/trace-context/
+    String opentelemetry_tracestate;
+    UInt8 opentelemetry_trace_flags = 0;
+
     /// All below are parameters related to initial query.
 
     Interface interface = Interface::TCP;
@@ -90,6 +102,16 @@ public:
     /// Initialize parameters on client initiating query.
     void setInitialQuery();
 
+    // Parse/compose OpenTelemetry traceparent header.
+    // Note that these functions use span_id field, not parent_span_id, same as
+    // in native protocol. The incoming traceparent corresponds to the upstream
+    // trace span, and the outgoing traceparent corresponds to our current span.
+    // We use the same ClientInfo structure first for incoming span, and then
+    // for our span: when we switch, we use old span_id as parent_span_id, and
+    // generate a new span_id (currently this happens in Context::setQueryId()).
+    bool parseTraceparentHeader(const std::string & traceparent, std::string & error);
+    std::string composeTraceparentHeader() const;
+
 private:
     void fillOSUserHostNameAndVersionInfo();
 };
diff --git a/src/Interpreters/Cluster.cpp b/src/Interpreters/Cluster.cpp
index 8a98e8282a6..9c2766ae7d6 100644
--- a/src/Interpreters/Cluster.cpp
+++ b/src/Interpreters/Cluster.cpp
@@ -614,13 +614,18 @@ const std::string & Cluster::ShardInfo::pathForInsert(bool prefer_localhost_repl
     if (!has_internal_replication)
         throw Exception("internal_replication is not set", ErrorCodes::LOGICAL_ERROR);
 
-    if (dir_name_for_internal_replication.empty() || dir_name_for_internal_replication_with_local.empty())
-        throw Exception("Directory name for async inserts is empty", ErrorCodes::LOGICAL_ERROR);
-
     if (prefer_localhost_replica)
+    {
+        if (dir_name_for_internal_replication.empty())
+            throw Exception("Directory name for async inserts is empty", ErrorCodes::LOGICAL_ERROR);
         return dir_name_for_internal_replication;
+    }
     else
+    {
+        if (dir_name_for_internal_replication_with_local.empty())
+            throw Exception("Directory name for async inserts is empty", ErrorCodes::LOGICAL_ERROR);
         return dir_name_for_internal_replication_with_local;
+    }
 }
 
 bool Cluster::maybeCrossReplication() const
diff --git a/src/Interpreters/CollectJoinOnKeysVisitor.cpp b/src/Interpreters/CollectJoinOnKeysVisitor.cpp
index e0fce4854d2..48273e32209 100644
--- a/src/Interpreters/CollectJoinOnKeysVisitor.cpp
+++ b/src/Interpreters/CollectJoinOnKeysVisitor.cpp
@@ -144,11 +144,11 @@ std::pair<size_t, size_t> CollectJoinOnKeysMatcher::getTableNumbers(const ASTPtr
 
 const ASTIdentifier * CollectJoinOnKeysMatcher::unrollAliases(const ASTIdentifier * identifier, const Aliases & aliases)
 {
-    if (identifier->compound())
+    if (identifier->supposedToBeCompound())
         return identifier;
 
     UInt32 max_attempts = 100;
-    for (auto it = aliases.find(identifier->name); it != aliases.end();)
+    for (auto it = aliases.find(identifier->name()); it != aliases.end();)
     {
         const ASTIdentifier * parent = identifier;
         identifier = it->second->as<ASTIdentifier>();
@@ -156,12 +156,12 @@ const ASTIdentifier * CollectJoinOnKeysMatcher::unrollAliases(const ASTIdentifie
             break; /// not a column alias
         if (identifier == parent)
             break; /// alias to itself with the same name: 'a as a'
-        if (identifier->compound())
+        if (identifier->supposedToBeCompound())
             break; /// not an alias. Break to prevent cycle through short names: 'a as b, t1.b as a'
 
-        it = aliases.find(identifier->name);
+        it = aliases.find(identifier->name());
         if (!max_attempts--)
-            throw Exception("Cannot unroll aliases for '" + identifier->name + "'", ErrorCodes::LOGICAL_ERROR);
+            throw Exception("Cannot unroll aliases for '" + identifier->name() + "'", ErrorCodes::LOGICAL_ERROR);
     }
 
     return identifier;
@@ -186,7 +186,7 @@ size_t CollectJoinOnKeysMatcher::getTableForIdentifiers(std::vector<const ASTIde
 
         if (!membership)
         {
-            const String & name = identifier->name;
+            const String & name = identifier->name();
             bool in_left_table = data.left_table.hasColumn(name);
             bool in_right_table = data.right_table.hasColumn(name);
 
diff --git a/src/Interpreters/Context.cpp b/src/Interpreters/Context.cpp
index 4295972ef80..969432236a6 100644
--- a/src/Interpreters/Context.cpp
+++ b/src/Interpreters/Context.cpp
@@ -20,6 +20,8 @@
 #include <Storages/MarkCache.h>
 #include <Storages/MergeTree/BackgroundProcessingPool.h>
 #include <Storages/MergeTree/MergeList.h>
+#include <Storages/MergeTree/ReplicatedFetchList.h>
+#include <Storages/MergeTree/MergeTreeData.h>
 #include <Storages/MergeTree/MergeTreeSettings.h>
 #include <Storages/CompressionCodecSelector.h>
 #include <Storages/StorageS3Settings.h>
@@ -328,6 +330,7 @@ struct ContextShared
     mutable MarkCachePtr mark_cache;                        /// Cache of marks in compressed files.
     ProcessList process_list;                               /// Executing queries at the moment.
     MergeList merge_list;                                   /// The list of executable merge (for (Replicated)?MergeTree)
+    ReplicatedFetchList replicated_fetch_list;
     ConfigurationPtr users_config;                          /// Config with the users, profiles and quotas sections.
     InterserverIOHandler interserver_io_handler;            /// Handler for interserver communication.
     std::optional<BackgroundSchedulePool> buffer_flush_schedule_pool; /// A thread pool that can do background flush for Buffer tables.
@@ -335,7 +338,6 @@ struct ContextShared
     std::optional<BackgroundProcessingPool> background_move_pool; /// The thread pool for the background moves performed by the tables.
     std::optional<BackgroundSchedulePool> schedule_pool;    /// A thread pool that can run different jobs in background (used in replicated tables)
     std::optional<BackgroundSchedulePool> distributed_schedule_pool; /// A thread pool that can run different jobs in background (used for distributed sends)
-    std::optional<BackgroundSchedulePool> message_broker_schedule_pool;    /// A thread pool that can run different jobs in background (used in kafka streaming)
     MultiVersion<Macros> macros;                            /// Substitutions extracted from config.
     std::unique_ptr<DDLWorker> ddl_worker;                  /// Process ddl commands from zk.
     /// Rules for selecting the compression settings, depending on the size of the part.
@@ -363,6 +365,7 @@ struct ContextShared
     /// Initialized on demand (on distributed storages initialization) since Settings should be initialized
     std::unique_ptr<Clusters> clusters;
     ConfigurationPtr clusters_config;                        /// Stores updated configs
+    ConfigurationPtr zookeeper_config;                        /// Stores zookeeper configs
     mutable std::mutex clusters_mutex;                        /// Guards clusters and clusters_config
 
 #if USE_EMBEDDED_COMPILER
@@ -438,7 +441,6 @@ struct ContextShared
         schedule_pool.reset();
         distributed_schedule_pool.reset();
         ddl_worker.reset();
-        message_broker_schedule_pool.reset();
 
         /// Stop trace collector if any
         trace_collector.reset();
@@ -507,6 +509,8 @@ ProcessList & Context::getProcessList() { return shared->process_list; }
 const ProcessList & Context::getProcessList() const { return shared->process_list; }
 MergeList & Context::getMergeList() { return shared->merge_list; }
 const MergeList & Context::getMergeList() const { return shared->merge_list; }
+ReplicatedFetchList & Context::getReplicatedFetchList() { return shared->replicated_fetch_list; }
+const ReplicatedFetchList & Context::getReplicatedFetchList() const { return shared->replicated_fetch_list; }
 
 
 void Context::enableNamedSessions()
@@ -590,7 +594,7 @@ VolumePtr Context::setTemporaryStorage(const String & path, const String & polic
             shared->tmp_path += '/';
 
         auto disk = std::make_shared<DiskLocal>("_tmp_default", shared->tmp_path, 0);
-        shared->tmp_volume = std::make_shared<SingleDiskVolume>("_tmp_default", disk);
+        shared->tmp_volume = std::make_shared<SingleDiskVolume>("_tmp_default", disk, 0);
     }
     else
     {
@@ -1102,28 +1106,53 @@ void Context::setCurrentDatabase(const String & name)
 
 void Context::setCurrentQueryId(const String & query_id)
 {
-    String query_id_to_set = query_id;
+    /// Generate random UUID, but using lower quality RNG,
+    ///  because Poco::UUIDGenerator::generateRandom method is using /dev/random, that is very expensive.
+    /// NOTE: Actually we don't need to use UUIDs for query identifiers.
+    /// We could use any suitable string instead.
+    union
+    {
+        char bytes[16];
+        struct
+        {
+            UInt64 a;
+            UInt64 b;
+        } words;
+        __uint128_t uuid;
+    } random;
 
+    random.words.a = thread_local_rng(); //-V656
+    random.words.b = thread_local_rng(); //-V656
+
+    if (client_info.query_kind == ClientInfo::QueryKind::INITIAL_QUERY
+        && client_info.opentelemetry_trace_id == 0)
+    {
+        // If this is an initial query without any parent OpenTelemetry trace, we
+        // might start the trace ourselves, with some configurable probability.
+        std::bernoulli_distribution should_start_trace{
+            settings.opentelemetry_start_trace_probability};
+
+        if (should_start_trace(thread_local_rng))
+        {
+            // Use the randomly generated default query id as the new trace id.
+            client_info.opentelemetry_trace_id = random.uuid;
+            client_info.opentelemetry_parent_span_id = 0;
+            client_info.opentelemetry_span_id = thread_local_rng();
+            // Mark this trace as sampled in the flags.
+            client_info.opentelemetry_trace_flags = 1;
+        }
+    }
+    else
+    {
+        // The incoming request has an OpenTelemtry trace context. Its span id
+        // becomes our parent span id.
+        client_info.opentelemetry_parent_span_id = client_info.opentelemetry_span_id;
+        client_info.opentelemetry_span_id = thread_local_rng();
+    }
+
+    String query_id_to_set = query_id;
     if (query_id_to_set.empty())    /// If the user did not submit his query_id, then we generate it ourselves.
     {
-        /// Generate random UUID, but using lower quality RNG,
-        ///  because Poco::UUIDGenerator::generateRandom method is using /dev/random, that is very expensive.
-        /// NOTE: Actually we don't need to use UUIDs for query identifiers.
-        /// We could use any suitable string instead.
-
-        union
-        {
-            char bytes[16];
-            struct
-            {
-                UInt64 a;
-                UInt64 b;
-            } words;
-        } random;
-
-        random.words.a = thread_local_rng(); //-V656
-        random.words.b = thread_local_rng(); //-V656
-
         /// Use protected constructor.
         struct QueryUUID : Poco::UUID
         {
@@ -1441,17 +1470,6 @@ BackgroundSchedulePool & Context::getDistributedSchedulePool()
     return *shared->distributed_schedule_pool;
 }
 
-BackgroundSchedulePool & Context::getMessageBrokerSchedulePool()
-{
-    auto lock = getLock();
-    if (!shared->message_broker_schedule_pool)
-        shared->message_broker_schedule_pool.emplace(
-            settings.background_message_broker_schedule_pool_size,
-            CurrentMetrics::BackgroundMessageBrokerSchedulePoolTask,
-            "BgMBSchPool");
-    return *shared->message_broker_schedule_pool;
-}
-
 void Context::setDDLWorker(std::unique_ptr<DDLWorker> ddl_worker)
 {
     auto lock = getLock();
@@ -1472,8 +1490,9 @@ zkutil::ZooKeeperPtr Context::getZooKeeper() const
 {
     std::lock_guard lock(shared->zookeeper_mutex);
 
+    const auto & config = shared->zookeeper_config ? *shared->zookeeper_config : getConfigRef();
     if (!shared->zookeeper)
-        shared->zookeeper = std::make_shared<zkutil::ZooKeeper>(getConfigRef(), "zookeeper");
+        shared->zookeeper = std::make_shared<zkutil::ZooKeeper>(config, "zookeeper");
     else if (shared->zookeeper->expired())
         shared->zookeeper = shared->zookeeper->startNewSession();
 
@@ -1507,6 +1526,8 @@ void Context::resetZooKeeper() const
 void Context::reloadZooKeeperIfChanged(const ConfigurationPtr & config) const
 {
     std::lock_guard lock(shared->zookeeper_mutex);
+    shared->zookeeper_config = config;
+
     if (!shared->zookeeper || shared->zookeeper->configChanged(*config, "zookeeper"))
     {
         shared->zookeeper = std::make_shared<zkutil::ZooKeeper>(*config, "zookeeper");
@@ -1766,6 +1787,17 @@ std::shared_ptr<AsynchronousMetricLog> Context::getAsynchronousMetricLog()
 }
 
 
+std::shared_ptr<OpenTelemetrySpanLog> Context::getOpenTelemetrySpanLog()
+{
+    auto lock = getLock();
+
+    if (!shared->system_logs)
+        return {};
+
+    return shared->system_logs->opentelemetry_span_log;
+}
+
+
 CompressionCodecPtr Context::chooseCompressionCodec(size_t part_size, double part_size_ratio) const
 {
     auto lock = getLock();
@@ -1950,7 +1982,7 @@ void Context::checkCanBeDropped(const String & database, const String & table, c
          << (force_file_exists ? "exists but not writeable (could not be removed)" : "doesn't exist") << "\n";
 
     ostr << "How to fix this:\n"
-         << "1. Either increase (or set to zero) max_[table/partition]_size_to_drop in server config and restart ClickHouse\n"
+         << "1. Either increase (or set to zero) max_[table/partition]_size_to_drop in server config\n"
          << "2. Either create forcing file " << force_file.path() << " and make sure that ClickHouse has write permission for it.\n"
          << "Example:\nsudo touch '" << force_file.path() << "' && sudo chmod 666 '" << force_file.path() << "'";
 
@@ -2029,10 +2061,15 @@ void Context::reloadConfig() const
 
 void Context::shutdown()
 {
-    for (auto & [disk_name, disk] : getDisksMap())
+    // Disk selector might not be initialized if there was some error during
+    // its initialization. Don't try to initialize it again on shutdown.
+    if (shared->merge_tree_disk_selector)
     {
-        LOG_INFO(shared->log, "Shutdown disk {}", disk_name);
-        disk->shutdown();
+        for (auto & [disk_name, disk] : getDisksMap())
+        {
+            LOG_INFO(shared->log, "Shutdown disk {}", disk_name);
+            disk->shutdown();
+        }
     }
 
     shared->shutdown();
diff --git a/src/Interpreters/Context.h b/src/Interpreters/Context.h
index bd5e17fe2e4..faf3c400a16 100644
--- a/src/Interpreters/Context.h
+++ b/src/Interpreters/Context.h
@@ -65,6 +65,7 @@ class InterserverIOHandler;
 class BackgroundProcessingPool;
 class BackgroundSchedulePool;
 class MergeList;
+class ReplicatedFetchList;
 class Cluster;
 class Compiler;
 class MarkCache;
@@ -81,6 +82,7 @@ class TextLog;
 class TraceLog;
 class MetricLog;
 class AsynchronousMetricLog;
+class OpenTelemetrySpanLog;
 struct MergeTreeSettings;
 class StorageS3Settings;
 class IDatabase;
@@ -477,6 +479,9 @@ public:
     MergeList & getMergeList();
     const MergeList & getMergeList() const;
 
+    ReplicatedFetchList & getReplicatedFetchList();
+    const ReplicatedFetchList & getReplicatedFetchList() const;
+
     /// If the current session is expired at the time of the call, synchronously creates and returns a new session with the startNewSession() call.
     /// If no ZooKeeper configured, throws an exception.
     std::shared_ptr<zkutil::ZooKeeper> getZooKeeper() const;
@@ -511,7 +516,6 @@ public:
     BackgroundProcessingPool & getBackgroundPool();
     BackgroundProcessingPool & getBackgroundMovePool();
     BackgroundSchedulePool & getSchedulePool();
-    BackgroundSchedulePool & getMessageBrokerSchedulePool();
     BackgroundSchedulePool & getDistributedSchedulePool();
 
     void setDDLWorker(std::unique_ptr<DDLWorker> ddl_worker);
@@ -542,6 +546,7 @@ public:
     std::shared_ptr<TextLog> getTextLog();
     std::shared_ptr<MetricLog> getMetricLog();
     std::shared_ptr<AsynchronousMetricLog> getAsynchronousMetricLog();
+    std::shared_ptr<OpenTelemetrySpanLog> getOpenTelemetrySpanLog();
 
     /// Returns an object used to log operations with parts if it possible.
     /// Provide table name to make required checks.
diff --git a/src/Interpreters/DDLWorker.cpp b/src/Interpreters/DDLWorker.cpp
index 32d0e25bde5..fc7f5c2f765 100644
--- a/src/Interpreters/DDLWorker.cpp
+++ b/src/Interpreters/DDLWorker.cpp
@@ -1246,7 +1246,6 @@ public:
                 size_t num_unfinished_hosts = waiting_hosts.size() - num_hosts_finished;
                 size_t num_active_hosts = current_active_hosts.size();
 
-
                 throw Exception(ErrorCodes::TIMEOUT_EXCEEDED,
                     "Watching task {} is executing longer than distributed_ddl_task_timeout (={}) seconds. "
                     "There are {} unfinished hosts ({} of them are currently active), they are going to execute the query in background",
diff --git a/src/Interpreters/DatabaseCatalog.cpp b/src/Interpreters/DatabaseCatalog.cpp
index e5dd436c4b1..9de938ae184 100644
--- a/src/Interpreters/DatabaseCatalog.cpp
+++ b/src/Interpreters/DatabaseCatalog.cpp
@@ -13,9 +13,16 @@
 #include <IO/ReadHelpers.h>
 #include <Poco/DirectoryIterator.h>
 #include <Common/renameat2.h>
+#include <Common/CurrentMetrics.h>
 
 #include <filesystem>
 
+
+namespace CurrentMetrics
+{
+    extern const Metric TablesToDropQueueSize;
+}
+
 namespace DB
 {
 
@@ -127,7 +134,10 @@ void DatabaseCatalog::loadDatabases()
     loadMarkedAsDroppedTables();
     auto task_holder = global_context->getSchedulePool().createTask("DatabaseCatalog", [this](){ this->dropTableDataTask(); });
     drop_task = std::make_unique<BackgroundSchedulePoolTaskHolder>(std::move(task_holder));
-    (*drop_task)->activateAndSchedule();
+    (*drop_task)->activate();
+    std::lock_guard lock{tables_marked_dropped_mutex};
+    if (!tables_marked_dropped.empty())
+        (*drop_task)->schedule();
 }
 
 void DatabaseCatalog::shutdownImpl()
@@ -155,7 +165,17 @@ void DatabaseCatalog::shutdownImpl()
     tables_marked_dropped.clear();
 
     std::lock_guard lock(databases_mutex);
-    assert(std::find_if_not(uuid_map.begin(), uuid_map.end(), [](const auto & elem) { return elem.map.empty(); }) == uuid_map.end());
+    assert(std::find_if(uuid_map.begin(), uuid_map.end(), [](const auto & elem)
+    {
+        /// Ensure that all UUID mappings are emtpy (i.e. all mappings contain nullptr instead of a pointer to storage)
+        const auto & not_empty_mapping = [] (const auto & mapping)
+        {
+            auto & table = mapping.second.second;
+            return table;
+        };
+        auto it = std::find_if(elem.map.begin(), elem.map.end(), not_empty_mapping);
+        return it != elem.map.end();
+    }) == uuid_map.end());
     databases.clear();
     db_uuid_map.clear();
     view_dependencies.clear();
@@ -411,36 +431,76 @@ DatabasePtr DatabaseCatalog::getSystemDatabase() const
     return getDatabase(SYSTEM_DATABASE);
 }
 
-void DatabaseCatalog::addUUIDMapping(const UUID & uuid, DatabasePtr database, StoragePtr table)
+void DatabaseCatalog::addUUIDMapping(const UUID & uuid)
+{
+    addUUIDMapping(uuid, nullptr, nullptr);
+}
+
+void DatabaseCatalog::addUUIDMapping(const UUID & uuid, const DatabasePtr & database, const StoragePtr & table)
 {
     assert(uuid != UUIDHelpers::Nil && getFirstLevelIdx(uuid) < uuid_map.size());
+    assert((database && table) || (!database && !table));
     UUIDToStorageMapPart & map_part = uuid_map[getFirstLevelIdx(uuid)];
     std::lock_guard lock{map_part.mutex};
-    auto [_, inserted] = map_part.map.try_emplace(uuid, std::move(database), std::move(table));
+    auto [it, inserted] = map_part.map.try_emplace(uuid, database, table);
+    if (inserted)
+        return;
+
+    auto & prev_database = it->second.first;
+    auto & prev_table = it->second.second;
+    assert((prev_database && prev_table) || (!prev_database && !prev_table));
+
+    if (!prev_table && table)
+    {
+        /// It's empty mapping, it was created to "lock" UUID and prevent collision. Just update it.
+        prev_database = database;
+        prev_table = table;
+        return;
+    }
+
+    /// We are trying to replace existing mapping (prev_table != nullptr), it's logical error
+    if (table)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Mapping for table with UUID={} already exists", toString(uuid));
     /// Normally this should never happen, but it's possible when the same UUIDs are explicitly specified in different CREATE queries,
     /// so it's not LOGICAL_ERROR
-    if (!inserted)
-        throw Exception("Mapping for table with UUID=" + toString(uuid) + " already exists", ErrorCodes::TABLE_ALREADY_EXISTS);
+    throw Exception(ErrorCodes::TABLE_ALREADY_EXISTS, "Mapping for table with UUID={} already exists. It happened due to UUID collision, "
+                    "most likely because some not random UUIDs were manually specified in CREATE queries.", toString(uuid));
 }
 
 void DatabaseCatalog::removeUUIDMapping(const UUID & uuid)
+{
+    assert(uuid != UUIDHelpers::Nil && getFirstLevelIdx(uuid) < uuid_map.size());
+    UUIDToStorageMapPart & map_part = uuid_map[getFirstLevelIdx(uuid)];
+    std::lock_guard lock{map_part.mutex};
+    auto it = map_part.map.find(uuid);
+    if (it == map_part.map.end())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Mapping for table with UUID={} doesn't exist", toString(uuid));
+    it->second = {};
+}
+
+void DatabaseCatalog::removeUUIDMappingFinally(const UUID & uuid)
 {
     assert(uuid != UUIDHelpers::Nil && getFirstLevelIdx(uuid) < uuid_map.size());
     UUIDToStorageMapPart & map_part = uuid_map[getFirstLevelIdx(uuid)];
     std::lock_guard lock{map_part.mutex};
     if (!map_part.map.erase(uuid))
-        throw Exception("Mapping for table with UUID=" + toString(uuid) + " doesn't exist", ErrorCodes::LOGICAL_ERROR);
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Mapping for table with UUID={} doesn't exist", toString(uuid));
 }
 
 void DatabaseCatalog::updateUUIDMapping(const UUID & uuid, DatabasePtr database, StoragePtr table)
 {
     assert(uuid != UUIDHelpers::Nil && getFirstLevelIdx(uuid) < uuid_map.size());
+    assert(database && table);
     UUIDToStorageMapPart & map_part = uuid_map[getFirstLevelIdx(uuid)];
     std::lock_guard lock{map_part.mutex};
     auto it = map_part.map.find(uuid);
     if (it == map_part.map.end())
-        throw Exception("Mapping for table with UUID=" + toString(uuid) + " doesn't exist", ErrorCodes::LOGICAL_ERROR);
-    it->second = std::make_pair(std::move(database), std::move(table));
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Mapping for table with UUID={} doesn't exist", toString(uuid));
+    auto & prev_database = it->second.first;
+    auto & prev_table = it->second.second;
+    assert(prev_database && prev_table);
+    prev_database = std::move(database);
+    prev_table = std::move(table);
 }
 
 std::unique_ptr<DatabaseCatalog> DatabaseCatalog::database_catalog;
@@ -532,7 +592,7 @@ std::unique_ptr<DDLGuard> DatabaseCatalog::getDDLGuard(const String & database,
     std::unique_lock lock(ddl_guards_mutex);
     auto db_guard_iter = ddl_guards.try_emplace(database).first;
     DatabaseGuard & db_guard = db_guard_iter->second;
-    return std::make_unique<DDLGuard>(db_guard.first, db_guard.second, std::move(lock), table);
+    return std::make_unique<DDLGuard>(db_guard.first, db_guard.second, std::move(lock), table, database);
 }
 
 std::unique_lock<std::shared_mutex> DatabaseCatalog::getExclusiveDDLGuardForDatabase(const String & database)
@@ -631,6 +691,8 @@ void DatabaseCatalog::loadMarkedAsDroppedTables()
         dropped_metadata.emplace(std::move(full_path), std::move(dropped_id));
     }
 
+    LOG_INFO(log, "Found {} partially dropped tables. Will load them and retry removal.", dropped_metadata.size());
+
     ThreadPool pool;
     for (const auto & elem : dropped_metadata)
     {
@@ -695,17 +757,21 @@ void DatabaseCatalog::enqueueDroppedTableCleanup(StorageID table_id, StoragePtr
             LOG_WARNING(log, "Cannot parse metadata of partially dropped table {} from {}. Will remove metadata file and data directory. Garbage may be left in /store directory and ZooKeeper.", table_id.getNameForLogs(), dropped_metadata_path);
         }
 
+        addUUIDMapping(table_id.uuid);
         drop_time = Poco::File(dropped_metadata_path).getLastModified().epochTime();
     }
 
     std::lock_guard lock(tables_marked_dropped_mutex);
     if (ignore_delay)
-        tables_marked_dropped.push_front({table_id, table, dropped_metadata_path, 0});
+        tables_marked_dropped.push_front({table_id, table, dropped_metadata_path, drop_time});
     else
-        tables_marked_dropped.push_back({table_id, table, dropped_metadata_path, drop_time});
+        tables_marked_dropped.push_back({table_id, table, dropped_metadata_path, drop_time + drop_delay_sec});
     tables_marked_dropped_ids.insert(table_id.uuid);
-    /// If list of dropped tables was empty, start a drop task
-    if (drop_task && tables_marked_dropped.size() == 1)
+    CurrentMetrics::add(CurrentMetrics::TablesToDropQueueSize, 1);
+
+    /// If list of dropped tables was empty, start a drop task.
+    /// If ignore_delay is set, schedule drop task as soon as possible.
+    if (drop_task && (tables_marked_dropped.size() == 1 || ignore_delay))
         (*drop_task)->schedule();
 }
 
@@ -715,22 +781,40 @@ void DatabaseCatalog::dropTableDataTask()
     /// Table can be removed when it's not used by queries and drop_delay_sec elapsed since it was marked as dropped.
 
     bool need_reschedule = true;
+    /// Default reschedule time for the case when we are waiting for reference count to become 1.
+    size_t schedule_after_ms = reschedule_time_ms;
     TableMarkedAsDropped table;
     try
     {
         std::lock_guard lock(tables_marked_dropped_mutex);
+        assert(!tables_marked_dropped.empty());
         time_t current_time = std::chrono::system_clock::to_time_t(std::chrono::system_clock::now());
+        time_t min_drop_time = std::numeric_limits<time_t>::max();
+        size_t tables_in_use_count = 0;
         auto it = std::find_if(tables_marked_dropped.begin(), tables_marked_dropped.end(), [&](const auto & elem)
         {
             bool not_in_use = !elem.table || elem.table.unique();
-            bool old_enough = elem.drop_time + drop_delay_sec < current_time;
+            bool old_enough = elem.drop_time <= current_time;
+            min_drop_time = std::min(min_drop_time, elem.drop_time);
+            tables_in_use_count += !not_in_use;
             return not_in_use && old_enough;
         });
         if (it != tables_marked_dropped.end())
         {
             table = std::move(*it);
-            LOG_INFO(log, "Will try drop {}", table.table_id.getNameForLogs());
+            LOG_INFO(log, "Have {} tables in drop queue ({} of them are in use), will try drop {}",
+                     tables_marked_dropped.size(), tables_in_use_count, table.table_id.getNameForLogs());
             tables_marked_dropped.erase(it);
+            /// Schedule the task as soon as possible, while there are suitable tables to drop.
+            schedule_after_ms = 0;
+        }
+        else if (current_time < min_drop_time)
+        {
+            /// We are waiting for drop_delay_sec to exceed, no sense to wakeup until min_drop_time.
+            /// If new table is added to the queue with ignore_delay flag, schedule() is called to wakeup the task earlier.
+            schedule_after_ms = (min_drop_time - current_time) * 1000;
+            LOG_TRACE(log, "Not found any suitable tables to drop, still have {} tables in drop queue ({} of them are in use). "
+                           "Will check again after {} seconds", tables_marked_dropped.size(), tables_in_use_count, min_drop_time - current_time);
         }
         need_reschedule = !tables_marked_dropped.empty();
     }
@@ -754,11 +838,15 @@ void DatabaseCatalog::dropTableDataTask()
             tryLogCurrentException(log, "Cannot drop table " + table.table_id.getNameForLogs() +
                                         ". Will retry later.");
             {
+                table.drop_time = std::chrono::system_clock::to_time_t(std::chrono::system_clock::now()) + drop_error_cooldown_sec;
                 std::lock_guard lock(tables_marked_dropped_mutex);
                 tables_marked_dropped.emplace_back(std::move(table));
                 /// If list of dropped tables was empty, schedule a task to retry deletion.
                 if (tables_marked_dropped.size() == 1)
+                {
                     need_reschedule = true;
+                    schedule_after_ms = drop_error_cooldown_sec * 1000;
+                }
             }
         }
 
@@ -767,10 +855,10 @@ void DatabaseCatalog::dropTableDataTask()
 
     /// Do not schedule a task if there is no tables to drop
     if (need_reschedule)
-        (*drop_task)->scheduleAfter(reschedule_time_ms);
+        (*drop_task)->scheduleAfter(schedule_after_ms);
 }
 
-void DatabaseCatalog::dropTableFinally(const TableMarkedAsDropped & table) const
+void DatabaseCatalog::dropTableFinally(const TableMarkedAsDropped & table)
 {
     if (table.table)
     {
@@ -789,6 +877,9 @@ void DatabaseCatalog::dropTableFinally(const TableMarkedAsDropped & table) const
 
     LOG_INFO(log, "Removing metadata {} of dropped table {}", table.metadata_path, table.table_id.getNameForLogs());
     Poco::File(table.metadata_path).remove();
+
+    removeUUIDMappingFinally(table.table_id.uuid);
+    CurrentMetrics::sub(CurrentMetrics::TablesToDropQueueSize, 1);
 }
 
 String DatabaseCatalog::getPathForUUID(const UUID & uuid)
@@ -826,6 +917,8 @@ void DatabaseCatalog::waitTableFinallyDropped(const UUID & uuid)
 {
     if (uuid == UUIDHelpers::Nil)
         return;
+
+    LOG_DEBUG(log, "Waiting for table {} to be finally dropped", toString(uuid));
     std::unique_lock lock{tables_marked_dropped_mutex};
     wait_table_finally_dropped.wait(lock, [&]()
     {
@@ -834,7 +927,7 @@ void DatabaseCatalog::waitTableFinallyDropped(const UUID & uuid)
 }
 
 
-DDLGuard::DDLGuard(Map & map_, std::shared_mutex & db_mutex_, std::unique_lock<std::mutex> guards_lock_, const String & elem)
+DDLGuard::DDLGuard(Map & map_, std::shared_mutex & db_mutex_, std::unique_lock<std::mutex> guards_lock_, const String & elem, const String & database_name)
         : map(map_), db_mutex(db_mutex_), guards_lock(std::move(guards_lock_))
 {
     it = map.emplace(elem, Entry{std::make_unique<std::mutex>(), 0}).first;
@@ -843,14 +936,19 @@ DDLGuard::DDLGuard(Map & map_, std::shared_mutex & db_mutex_, std::unique_lock<s
     table_lock = std::unique_lock(*it->second.mutex);
     bool is_database = elem.empty();
     if (!is_database)
-        db_mutex.lock_shared();
+    {
+
+        bool locked_database_for_read = db_mutex.try_lock_shared();
+        if (!locked_database_for_read)
+        {
+            removeTableLock();
+            throw Exception(ErrorCodes::UNKNOWN_DATABASE, "Database {} is currently dropped or renamed", database_name);
+        }
+    }
 }
 
-DDLGuard::~DDLGuard()
+void DDLGuard::removeTableLock()
 {
-    bool is_database = it->first.empty();
-    if (!is_database)
-        db_mutex.unlock_shared();
     guards_lock.lock();
     --it->second.counter;
     if (!it->second.counter)
@@ -860,4 +958,12 @@ DDLGuard::~DDLGuard()
     }
 }
 
+DDLGuard::~DDLGuard()
+{
+    bool is_database = it->first.empty();
+    if (!is_database)
+        db_mutex.unlock_shared();
+    removeTableLock();
+}
+
 }
diff --git a/src/Interpreters/DatabaseCatalog.h b/src/Interpreters/DatabaseCatalog.h
index 7bc6923bde4..2fd5c8d2be8 100644
--- a/src/Interpreters/DatabaseCatalog.h
+++ b/src/Interpreters/DatabaseCatalog.h
@@ -51,7 +51,7 @@ public:
     /// NOTE: using std::map here (and not std::unordered_map) to avoid iterator invalidation on insertion.
     using Map = std::map<String, Entry>;
 
-    DDLGuard(Map & map_, std::shared_mutex & db_mutex_, std::unique_lock<std::mutex> guards_lock_, const String & elem);
+    DDLGuard(Map & map_, std::shared_mutex & db_mutex_, std::unique_lock<std::mutex> guards_lock_, const String & elem, const String & database_name);
     ~DDLGuard();
 
 private:
@@ -60,6 +60,8 @@ private:
     Map::iterator it;
     std::unique_lock<std::mutex> guards_lock;
     std::unique_lock<std::mutex> table_lock;
+
+    void removeTableLock();
 };
 
 
@@ -163,12 +165,21 @@ public:
     void updateDependency(const StorageID & old_from, const StorageID & old_where,const StorageID & new_from, const StorageID & new_where);
 
     /// If table has UUID, addUUIDMapping(...) must be called when table attached to some database
-    /// and removeUUIDMapping(...) must be called when it detached.
+    /// removeUUIDMapping(...) must be called when it detached,
+    /// and removeUUIDMappingFinally(...) must be called when table is dropped and its data removed from disk.
     /// Such tables can be accessed by persistent UUID instead of database and table name.
-    void addUUIDMapping(const UUID & uuid, DatabasePtr database, StoragePtr table);
+    void addUUIDMapping(const UUID & uuid, const DatabasePtr & database, const StoragePtr & table);
     void removeUUIDMapping(const UUID & uuid);
+    void removeUUIDMappingFinally(const UUID & uuid);
     /// For moving table between databases
     void updateUUIDMapping(const UUID & uuid, DatabasePtr database, StoragePtr table);
+    /// This method adds empty mapping (with database and storage equal to nullptr).
+    /// It's required to "lock" some UUIDs and protect us from collision.
+    /// Collisions of random 122-bit integers are very unlikely to happen,
+    /// but we allow to explicitly specify UUID in CREATE query (in particular for testing).
+    /// If some UUID was already added and we are trying to add it again,
+    /// this method will throw an exception.
+    void addUUIDMapping(const UUID & uuid);
 
     static String getPathForUUID(const UUID & uuid);
 
@@ -220,9 +231,10 @@ private:
 
     void loadMarkedAsDroppedTables();
     void dropTableDataTask();
-    void dropTableFinally(const TableMarkedAsDropped & table) const;
+    void dropTableFinally(const TableMarkedAsDropped & table);
 
     static constexpr size_t reschedule_time_ms = 100;
+    static constexpr time_t drop_error_cooldown_sec = 5;
 
 private:
     using UUIDToDatabaseMap = std::unordered_map<UUID, DatabasePtr>;
diff --git a/src/Interpreters/DictionaryReader.cpp b/src/Interpreters/DictionaryReader.cpp
index e519f3a9c0d..1b503bd8313 100644
--- a/src/Interpreters/DictionaryReader.cpp
+++ b/src/Interpreters/DictionaryReader.cpp
@@ -28,12 +28,17 @@ DictionaryReader::FunctionWrapper::FunctionWrapper(FunctionOverloadResolverPtr r
 
     ColumnWithTypeAndName result;
     result.name = "get_" + column_name;
-    result.type = prepared_function->getReturnType();
+    result.type = prepared_function->getResultType();
     if (result.type->getTypeId() != expected_type)
         throw Exception("Type mismatch in dictionary reader for: " + column_name, ErrorCodes::TYPE_MISMATCH);
     block.insert(result);
 
-    function = prepared_function->prepare(block.getColumnsWithTypeAndName(), arg_positions, result_pos);
+    ColumnsWithTypeAndName args;
+    args.reserve(arg_positions.size());
+    for (auto pos : arg_positions)
+        args.emplace_back(block.getByPosition(pos));
+
+    function = prepared_function->prepare(block.getColumnsWithTypeAndName());
 }
 
 static constexpr const size_t key_size = 1;
diff --git a/src/Interpreters/DictionaryReader.h b/src/Interpreters/DictionaryReader.h
index b5fa3a114eb..b49a15debb3 100644
--- a/src/Interpreters/DictionaryReader.h
+++ b/src/Interpreters/DictionaryReader.h
@@ -25,7 +25,12 @@ public:
 
         void execute(ColumnsWithTypeAndName & columns, size_t rows) const
         {
-            function->execute(columns, arg_positions, result_pos, rows, false);
+            ColumnsWithTypeAndName args;
+            args.reserve(arg_positions.size());
+            for (auto pos : arg_positions)
+                args.emplace_back(columns[pos]);
+
+            columns[result_pos].column = function->execute(args, columns[result_pos].type, rows, false);
         }
     };
 
diff --git a/src/Interpreters/ExpressionActions.cpp b/src/Interpreters/ExpressionActions.cpp
index 1bb2fd8e96b..762ad6ae575 100644
--- a/src/Interpreters/ExpressionActions.cpp
+++ b/src/Interpreters/ExpressionActions.cpp
@@ -22,6 +22,15 @@
 #    include "config_core.h"
 #endif
 
+#include <common/defines.h>
+
+#if defined(MEMORY_SANITIZER)
+    #include <sanitizer/msan_interface.h>
+#endif
+
+#if defined(ADDRESS_SANITIZER)
+    #include <sanitizer/asan_interface.h>
+#endif
 
 namespace ProfileEvents
 {
@@ -174,11 +183,11 @@ void ExpressionAction::prepare(Block & sample_block, const Settings & settings,
             bool all_const = true;
             bool all_suitable_for_constant_folding = true;
 
-            ColumnNumbers arguments(argument_names.size());
+            ColumnsWithTypeAndName arguments(argument_names.size());
             for (size_t i = 0; i < argument_names.size(); ++i)
             {
-                arguments[i] = sample_block.getPositionByName(argument_names[i]);
-                ColumnPtr col = sample_block.safeGetByPosition(arguments[i]).column;
+                arguments[i] = sample_block.getByName(argument_names[i]);
+                ColumnPtr col = arguments[i].column;
                 if (!col || !isColumnConst(*col))
                     all_const = false;
 
@@ -189,7 +198,7 @@ void ExpressionAction::prepare(Block & sample_block, const Settings & settings,
             size_t result_position = sample_block.columns();
             sample_block.insert({nullptr, result_type, result_name});
             if (!function)
-                function = function_base->prepare(sample_block.data, arguments, result_position);
+                function = function_base->prepare(arguments);
             function->createLowCardinalityResultCache(settings.max_threads);
 
             bool compile_expressions = false;
@@ -204,7 +213,7 @@ void ExpressionAction::prepare(Block & sample_block, const Settings & settings,
                 if (added_column)
                     sample_block.getByPosition(result_position).column = added_column;
                 else
-                    function->execute(sample_block.data, arguments, result_position, sample_block.rows(), true);
+                    sample_block.getByPosition(result_position).column = function->execute(arguments, result_type, sample_block.rows(), true);
 
                 /// If the result is not a constant, just in case, we will consider the result as unknown.
                 ColumnWithTypeAndName & col = sample_block.safeGetByPosition(result_position);
@@ -232,7 +241,7 @@ void ExpressionAction::prepare(Block & sample_block, const Settings & settings,
             auto & res = sample_block.getByPosition(result_position);
             if (!res.column && function_base->isSuitableForConstantFolding())
             {
-                if (auto col = function_base->getResultIfAlwaysReturnsConstantAndHasArguments(sample_block.getColumnsWithTypeAndName(), arguments))
+                if (auto col = function_base->getResultIfAlwaysReturnsConstantAndHasArguments(arguments))
                 {
                     res.column = std::move(col);
                     names_not_for_constant_folding.insert(result_name);
@@ -316,6 +325,7 @@ void ExpressionAction::prepare(Block & sample_block, const Settings & settings,
                 {
                     auto & result = sample_block.getByName(result_name);
                     result.type = result_type;
+                    result.name = result_name;
                     result.column = source.column;
                 }
                 else
@@ -345,9 +355,9 @@ void ExpressionAction::execute(Block & block, bool dry_run) const
     {
         case APPLY_FUNCTION:
         {
-            ColumnNumbers arguments(argument_names.size());
+            ColumnsWithTypeAndName arguments(argument_names.size());
             for (size_t i = 0; i < argument_names.size(); ++i)
-                arguments[i] = block.getPositionByName(argument_names[i]);
+                arguments[i] = block.getByName(argument_names[i]);
 
             size_t num_columns_without_result = block.columns();
             block.insert({ nullptr, result_type, result_name});
@@ -355,7 +365,7 @@ void ExpressionAction::execute(Block & block, bool dry_run) const
             ProfileEvents::increment(ProfileEvents::FunctionExecute);
             if (is_function_compiled)
                 ProfileEvents::increment(ProfileEvents::CompiledFunctionExecute);
-            function->execute(block.data, arguments, num_columns_without_result, input_rows_count, dry_run);
+            block.getByPosition(num_columns_without_result).column = function->execute(arguments, result_type, input_rows_count, dry_run);
 
             break;
         }
@@ -595,7 +605,7 @@ void ExpressionActions::addImpl(ExpressionAction action, Names & new_names)
         if (!action.function_base)
         {
             action.function_base = action.function_builder->build(arguments);
-            action.result_type = action.function_base->getReturnType();
+            action.result_type = action.function_base->getResultType();
         }
     }
 
@@ -623,6 +633,22 @@ void ExpressionActions::execute(Block & block, bool dry_run) const
         }
         catch (Exception & e)
         {
+#if defined(MEMORY_SANITIZER)
+            const auto & msg = e.message();
+            if (__msan_test_shadow(msg.data(), msg.size()) != -1)
+            {
+                LOG_FATAL(&Poco::Logger::get("ExpressionActions"), "Poisoned exception message (msan): {}", e.getStackTraceString());
+            }
+#endif
+
+#if defined(ADDRESS_SANITIZER)
+            const auto & msg = e.message();
+            if (__asan_region_is_poisoned(const_cast<char *>(msg.data()), msg.size()))
+            {
+                LOG_FATAL(&Poco::Logger::get("ExpressionActions"), "Poisoned exception message (asan): {}", e.getStackTraceString());
+            }
+#endif
+
             e.addMessage(fmt::format("while executing '{}'", action.toString()));
             throw;
         }
@@ -1550,7 +1576,6 @@ const ActionsDAG::Node & ActionsDAG::addFunction(
 
     bool all_const = true;
     ColumnsWithTypeAndName arguments(num_arguments);
-    ColumnNumbers argument_numbers(num_arguments);
 
     for (size_t i = 0; i < num_arguments; ++i)
     {
@@ -1559,22 +1584,20 @@ const ActionsDAG::Node & ActionsDAG::addFunction(
         node.allow_constant_folding = node.allow_constant_folding && child.allow_constant_folding;
 
         ColumnWithTypeAndName argument;
+        argument.name = argument_names[i];
         argument.column = child.column;
         argument.type = child.result_type;
+        argument.name = child.result_name;
 
         if (!argument.column || !isColumnConst(*argument.column))
             all_const = false;
 
         arguments[i] = std::move(argument);
-        argument_numbers[i] = i;
     }
 
     node.function_base = function->build(arguments);
-    node.result_type = node.function_base->getReturnType();
-
-    Block sample_block(std::move(arguments));
-    sample_block.insert({nullptr, node.result_type, node.result_name});
-    node.function = node.function_base->prepare(sample_block.data, argument_numbers, num_arguments);
+    node.result_type = node.function_base->getResultType();
+    node.function = node.function_base->prepare(arguments);
 
     bool do_compile_expressions = false;
 #if USE_EMBEDDED_COMPILER
@@ -1585,20 +1608,20 @@ const ActionsDAG::Node & ActionsDAG::addFunction(
     /// so we don't want to unfold non deterministic functions
     if (all_const && node.function_base->isSuitableForConstantFolding() && (!do_compile_expressions || node.function_base->isDeterministic()))
     {
-        node.function->execute(sample_block.data, argument_numbers, num_arguments, sample_block.rows(), true);
+        size_t num_rows = arguments.empty() ? 0 : arguments.front().column->size();
+        auto col = node.function->execute(arguments, node.result_type, num_rows, true);
 
         /// If the result is not a constant, just in case, we will consider the result as unknown.
-        ColumnWithTypeAndName & col = sample_block.safeGetByPosition(num_arguments);
-        if (isColumnConst(*col.column))
+        if (isColumnConst(*col))
         {
             /// All constant (literal) columns in block are added with size 1.
             /// But if there was no columns in block before executing a function, the result has size 0.
             /// Change the size to 1.
 
-            if (col.column->empty())
-                col.column = col.column->cloneResized(1);
+            if (col->empty())
+                col = col->cloneResized(1);
 
-            node.column = std::move(col.column);
+            node.column = std::move(col);
         }
     }
 
@@ -1607,7 +1630,7 @@ const ActionsDAG::Node & ActionsDAG::addFunction(
     /// unnecessary materialization.
     if (!node.column && node.function_base->isSuitableForConstantFolding())
     {
-        if (auto col = node.function_base->getResultIfAlwaysReturnsConstantAndHasArguments(sample_block.getColumnsWithTypeAndName(), argument_numbers))
+        if (auto col = node.function_base->getResultIfAlwaysReturnsConstantAndHasArguments(arguments))
         {
             node.column = std::move(col);
             node.allow_constant_folding = false;
diff --git a/src/Interpreters/ExpressionAnalyzer.cpp b/src/Interpreters/ExpressionAnalyzer.cpp
index aab980bddc7..ccf10f202d4 100644
--- a/src/Interpreters/ExpressionAnalyzer.cpp
+++ b/src/Interpreters/ExpressionAnalyzer.cpp
@@ -117,11 +117,14 @@ ExpressionAnalyzer::ExpressionAnalyzer(
     const TreeRewriterResultPtr & syntax_analyzer_result_,
     const Context & context_,
     size_t subquery_depth_,
-    bool do_global)
+    bool do_global,
+    SubqueriesForSets subqueries_for_sets_)
     : query(query_), context(context_), settings(context.getSettings())
     , subquery_depth(subquery_depth_)
     , syntax(syntax_analyzer_result_)
 {
+    subqueries_for_sets = std::move(subqueries_for_sets_);
+
     /// external_tables, subqueries_for_sets for global subqueries.
     /// Replaces global subqueries with the generated names of temporary tables that will be sent to remote servers.
     initGlobalSubqueriesAndExternalTables(do_global);
@@ -415,6 +418,8 @@ bool ExpressionAnalyzer::makeAggregateDescriptions(ActionsDAGPtr & actions)
     for (const ASTFunction * node : aggregates())
     {
         AggregateDescription aggregate;
+        getRootActionsNoMakeSet(node->arguments, true, actions);
+
         aggregate.column_name = node->getColumnName();
 
         const ASTs & arguments = node->arguments->children;
@@ -424,7 +429,6 @@ bool ExpressionAnalyzer::makeAggregateDescriptions(ActionsDAGPtr & actions)
         const auto & index = actions->getIndex();
         for (size_t i = 0; i < arguments.size(); ++i)
         {
-            getRootActionsNoMakeSet(arguments[i], true, actions);
             const std::string & name = arguments[i]->getColumnName();
 
             auto it = index.find(name);
@@ -740,12 +744,12 @@ bool SelectQueryExpressionAnalyzer::appendWhere(ExpressionActionsChain & chain,
 
     ExpressionActionsChain::Step & step = chain.lastStep(columns_after_join);
 
+    getRootActions(select_query->where(), only_types, step.actions());
+
     auto where_column_name = select_query->where()->getColumnName();
     step.required_output.push_back(where_column_name);
     step.can_remove_required_output = {true};
 
-    getRootActions(select_query->where(), only_types, step.actions());
-
     auto filter_type = step.actions()->getIndex().find(where_column_name)->second->result_type;
     if (!filter_type->canBeUsedInBooleanContext())
         throw Exception("Invalid type for filter in WHERE: " + filter_type->getName(),
@@ -821,8 +825,8 @@ bool SelectQueryExpressionAnalyzer::appendHaving(ExpressionActionsChain & chain,
 
     ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
-    step.required_output.push_back(select_query->having()->getColumnName());
     getRootActions(select_query->having(), only_types, step.actions());
+    step.required_output.push_back(select_query->having()->getColumnName());
 
     return true;
 }
diff --git a/src/Interpreters/ExpressionAnalyzer.h b/src/Interpreters/ExpressionAnalyzer.h
index 0790c9f9bfb..6389d8a142c 100644
--- a/src/Interpreters/ExpressionAnalyzer.h
+++ b/src/Interpreters/ExpressionAnalyzer.h
@@ -93,7 +93,7 @@ public:
         const ASTPtr & query_,
         const TreeRewriterResultPtr & syntax_analyzer_result_,
         const Context & context_)
-    :   ExpressionAnalyzer(query_, syntax_analyzer_result_, context_, 0, false)
+    :   ExpressionAnalyzer(query_, syntax_analyzer_result_, context_, 0, false, {})
     {}
 
     void appendExpression(ExpressionActionsChain & chain, const ASTPtr & expr, bool only_types);
@@ -124,7 +124,8 @@ protected:
         const TreeRewriterResultPtr & syntax_analyzer_result_,
         const Context & context_,
         size_t subquery_depth_,
-        bool do_global_);
+        bool do_global_,
+        SubqueriesForSets subqueries_for_sets_);
 
     ASTPtr query;
     const Context & context;
@@ -244,8 +245,9 @@ public:
         const StorageMetadataPtr & metadata_snapshot_,
         const NameSet & required_result_columns_ = {},
         bool do_global_ = false,
-        const SelectQueryOptions & options_ = {})
-        : ExpressionAnalyzer(query_, syntax_analyzer_result_, context_, options_.subquery_depth, do_global_)
+        const SelectQueryOptions & options_ = {},
+        SubqueriesForSets subqueries_for_sets_ = {})
+        : ExpressionAnalyzer(query_, syntax_analyzer_result_, context_, options_.subquery_depth, do_global_, std::move(subqueries_for_sets_))
         , metadata_snapshot(metadata_snapshot_)
         , required_result_columns(required_result_columns_)
         , query_options(options_)
diff --git a/src/Interpreters/ExpressionJIT.cpp b/src/Interpreters/ExpressionJIT.cpp
index 134d9fa6ac2..056d23299b7 100644
--- a/src/Interpreters/ExpressionJIT.cpp
+++ b/src/Interpreters/ExpressionJIT.cpp
@@ -107,9 +107,9 @@ static ColumnData getColumnData(const IColumn * column)
 static void applyFunction(IFunctionBase & function, Field & value)
 {
     const auto & type = function.getArgumentTypes().at(0);
-    ColumnsWithTypeAndName block = {{ type->createColumnConst(1, value), type, "x" }, { nullptr, function.getReturnType(), "y" }};
-    function.execute(block, {0}, 1, 1);
-    block[1].column->get(0, value);
+    ColumnsWithTypeAndName args{{type->createColumnConst(1, value), type, "x" }};
+    auto col = function.execute(args, function.getResultType(), 1);
+    col->get(0, value);
 }
 
 static llvm::TargetMachine * getNativeMachine()
@@ -275,9 +275,9 @@ public:
 
     bool useDefaultImplementationForConstants() const override { return true; }
 
-    void execute(ColumnsWithTypeAndName & block, const ColumnNumbers & arguments, size_t result, size_t block_size) override
+    ColumnPtr execute(ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t block_size) override
     {
-        auto col_res = block[result].type->createColumn();
+        auto col_res = result_type->createColumn();
 
         if (block_size)
         {
@@ -290,16 +290,16 @@ public:
             std::vector<ColumnData> columns(arguments.size() + 1);
             for (size_t i = 0; i < arguments.size(); ++i)
             {
-                const auto * column = block[arguments[i]].column.get();
+                const auto * column = arguments[i].column.get();
                 if (!column)
-                    throw Exception("Column " + block[arguments[i]].name + " is missing", ErrorCodes::LOGICAL_ERROR);
+                    throw Exception("Column " + arguments[i].name + " is missing", ErrorCodes::LOGICAL_ERROR);
                 columns[i] = getColumnData(column);
             }
             columns[arguments.size()] = getColumnData(col_res.get());
             reinterpret_cast<void (*) (size_t, ColumnData *)>(function)(block_size, columns.data());
         }
 
-        block[result].column = std::move(col_res);
+        return col_res;
     }
 };
 
@@ -322,7 +322,7 @@ static void compileFunctionToLLVMByteCode(LLVMContext & context, const IFunction
     std::vector<ColumnDataPlaceholder> columns(arg_types.size() + 1);
     for (size_t i = 0; i <= arg_types.size(); ++i)
     {
-        const auto & type = i == arg_types.size() ? f.getReturnType() : arg_types[i];
+        const auto & type = i == arg_types.size() ? f.getResultType() : arg_types[i];
         auto * data = b.CreateLoad(b.CreateConstInBoundsGEP1_32(data_type, columns_arg, i));
         columns[i].data_init = b.CreatePointerCast(b.CreateExtractValue(data, {0}), toNativeType(b, removeNullable(type))->getPointerTo());
         columns[i].null_init = type->isNullable() ? b.CreateExtractValue(data, {1}) : nullptr;
@@ -428,7 +428,7 @@ static CompilableExpression subexpression(const IFunctionBase & f, std::vector<C
         for (const auto & arg : args)
             input.push_back([&]() { return arg(builder, inputs); });
         auto * result = f.compile(builder, input);
-        if (result->getType() != toNativeType(builder, f.getReturnType()))
+        if (result->getType() != toNativeType(builder, f.getResultType()))
             throw Exception("Function " + f.getName() + " generated an llvm::Value of invalid type", ErrorCodes::LOGICAL_ERROR);
         return result;
     };
@@ -484,7 +484,7 @@ llvm::Value * LLVMFunction::compile(llvm::IRBuilderBase & builder, ValuePlacehol
     return it->second(builder, values);
 }
 
-ExecutableFunctionImplPtr LLVMFunction::prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const { return std::make_unique<LLVMExecutableFunction>(name, module_state->symbols); }
+ExecutableFunctionImplPtr LLVMFunction::prepare(const ColumnsWithTypeAndName &) const { return std::make_unique<LLVMExecutableFunction>(name, module_state->symbols); }
 
 bool LLVMFunction::isDeterministic() const
 {
@@ -548,7 +548,7 @@ LLVMFunction::Monotonicity LLVMFunction::getMonotonicityForRange(const IDataType
                 applyFunction(*originals[i], right_mut);
             if (!m.is_positive)
                 std::swap(left_mut, right_mut);
-            type_ptr = originals[i]->getReturnType().get();
+            type_ptr = originals[i]->getResultType().get();
         }
     }
     return result;
@@ -557,7 +557,7 @@ LLVMFunction::Monotonicity LLVMFunction::getMonotonicityForRange(const IDataType
 
 static bool isCompilable(const IFunctionBase & function)
 {
-    if (!canBeNativeType(*function.getReturnType()))
+    if (!canBeNativeType(*function.getResultType()))
         return false;
     for (const auto & type : function.getArgumentTypes())
         if (!canBeNativeType(*type))
@@ -701,7 +701,7 @@ void compileFunctions(
     for (auto & action : actions)
     {
         if (action.type == ExpressionAction::APPLY_FUNCTION && action.is_function_compiled)
-            action.function = action.function_base->prepare({}, {}, 0); /// Arguments are not used for LLVMFunction.
+            action.function = action.function_base->prepare({}); /// Arguments are not used for LLVMFunction.
     }
 }
 
diff --git a/src/Interpreters/ExpressionJIT.h b/src/Interpreters/ExpressionJIT.h
index 61417233dab..b2226aad638 100644
--- a/src/Interpreters/ExpressionJIT.h
+++ b/src/Interpreters/ExpressionJIT.h
@@ -43,9 +43,9 @@ public:
 
     const DataTypes & getArgumentTypes() const override { return arg_types; }
 
-    const DataTypePtr & getReturnType() const override { return originals.back()->getReturnType(); }
+    const DataTypePtr & getResultType() const override { return originals.back()->getResultType(); }
 
-    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &, const ColumnNumbers &, size_t) const override;
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override;
 
     bool isDeterministic() const override;
 
diff --git a/src/Interpreters/ExternalLoader.cpp b/src/Interpreters/ExternalLoader.cpp
index dcef36de175..e1713c7cbbb 100644
--- a/src/Interpreters/ExternalLoader.cpp
+++ b/src/Interpreters/ExternalLoader.cpp
@@ -28,6 +28,7 @@ namespace ErrorCodes
 {
     extern const int LOGICAL_ERROR;
     extern const int BAD_ARGUMENTS;
+    extern const int DICTIONARIES_WAS_NOT_LOADED;
 }
 
 
@@ -1404,7 +1405,29 @@ void ExternalLoader::checkLoaded(const ExternalLoader::LoadResult & result,
     if (result.status == ExternalLoader::Status::LOADING)
         throw Exception(type_name + " '" + result.name + "' is still loading", ErrorCodes::BAD_ARGUMENTS);
     if (result.exception)
-        std::rethrow_exception(result.exception);
+    {
+        // Exception is shared for multiple threads.
+        // Don't just rethrow it, because sharing the same exception object
+        // between multiple threads can lead to weird effects if they decide to
+        // modify it, for example, by adding some error context.
+        try
+        {
+            std::rethrow_exception(result.exception);
+        }
+        catch (const Poco::Exception & e)
+        {
+            /// This will create a copy for Poco::Exception and DB::Exception
+            e.rethrow();
+        }
+        catch (...)
+        {
+            throw DB::Exception(ErrorCodes::DICTIONARIES_WAS_NOT_LOADED,
+                                "Failed to load dictionary '{}': {}",
+                                result.name,
+                                getCurrentExceptionMessage(true /*with stack trace*/,
+                                                           true /*check embedded stack trace*/));
+        }
+    }
     if (result.status == ExternalLoader::Status::NOT_EXIST)
         throw Exception(type_name + " '" + result.name + "' not found", ErrorCodes::BAD_ARGUMENTS);
     if (result.status == ExternalLoader::Status::NOT_LOADED)
diff --git a/src/Interpreters/ExtractExpressionInfoVisitor.cpp b/src/Interpreters/ExtractExpressionInfoVisitor.cpp
index 5f7754d315a..c730f49fe90 100644
--- a/src/Interpreters/ExtractExpressionInfoVisitor.cpp
+++ b/src/Interpreters/ExtractExpressionInfoVisitor.cpp
@@ -41,7 +41,7 @@ void ExpressionInfoMatcher::visit(const ASTIdentifier & identifier, const ASTPtr
             const auto & table = data.tables[index];
 
             // TODO: make sure no collision ever happens
-            if (table.hasColumn(identifier.name))
+            if (table.hasColumn(identifier.name()))
             {
                 data.unique_reference_tables_pos.emplace(index);
                 break;
diff --git a/src/Interpreters/IdentifierSemantic.cpp b/src/Interpreters/IdentifierSemantic.cpp
index 256a3784c77..a1fc533eb7f 100644
--- a/src/Interpreters/IdentifierSemantic.cpp
+++ b/src/Interpreters/IdentifierSemantic.cpp
@@ -51,7 +51,7 @@ std::optional<size_t> tryChooseTable(const ASTIdentifier & identifier, const std
     if ((best_match != ColumnMatch::NoMatch) && same_match)
     {
         if (!allow_ambiguous)
-            throw Exception("Ambiguous column '" + identifier.name + "'", ErrorCodes::AMBIGUOUS_COLUMN_NAME);
+            throw Exception("Ambiguous column '" + identifier.name() + "'", ErrorCodes::AMBIGUOUS_COLUMN_NAME);
         best_match = ColumnMatch::Ambiguous;
         return {};
     }
@@ -66,7 +66,7 @@ std::optional<size_t> tryChooseTable(const ASTIdentifier & identifier, const std
 std::optional<String> IdentifierSemantic::getColumnName(const ASTIdentifier & node)
 {
     if (!node.semantic->special)
-        return node.name;
+        return node.name();
     return {};
 }
 
@@ -75,14 +75,14 @@ std::optional<String> IdentifierSemantic::getColumnName(const ASTPtr & ast)
     if (ast)
         if (const auto * id = ast->as<ASTIdentifier>())
             if (!id->semantic->special)
-                return id->name;
+                return id->name();
     return {};
 }
 
 std::optional<String> IdentifierSemantic::getTableName(const ASTIdentifier & node)
 {
     if (node.semantic->special)
-        return node.name;
+        return node.name();
     return {};
 }
 
@@ -91,7 +91,7 @@ std::optional<String> IdentifierSemantic::getTableName(const ASTPtr & ast)
     if (ast)
         if (const auto * id = ast->as<ASTIdentifier>())
             if (id->semantic->special)
-                return id->name;
+                return id->name();
     return {};
 }
 
@@ -151,7 +151,7 @@ StorageID IdentifierSemantic::extractDatabaseAndTable(const ASTIdentifier & iden
 
     if (identifier.name_parts.size() == 2)
         return { identifier.name_parts[0], identifier.name_parts[1], identifier.uuid };
-    return { "", identifier.name, identifier.uuid };
+    return { "", identifier.name_parts[0], identifier.uuid };
 }
 
 std::optional<String> IdentifierSemantic::extractNestedName(const ASTIdentifier & identifier, const String & table_name)
@@ -232,16 +232,8 @@ void IdentifierSemantic::setColumnShortName(ASTIdentifier & identifier, const Da
     if (!to_strip)
         return;
 
-    std::vector<String> stripped(identifier.name_parts.begin() + to_strip, identifier.name_parts.end());
-
-    DB::String new_name;
-    for (const auto & part : stripped)
-    {
-        if (!new_name.empty())
-            new_name += '.';
-        new_name += part;
-    }
-    identifier.name.swap(new_name);
+    identifier.name_parts = std::vector<String>(identifier.name_parts.begin() + to_strip, identifier.name_parts.end());
+    identifier.resetFullName();
 }
 
 void IdentifierSemantic::setColumnLongName(ASTIdentifier & identifier, const DatabaseAndTableWithAlias & db_and_table)
@@ -249,10 +241,11 @@ void IdentifierSemantic::setColumnLongName(ASTIdentifier & identifier, const Dat
     String prefix = db_and_table.getQualifiedNamePrefix();
     if (!prefix.empty())
     {
-        String short_name = identifier.shortName();
-        identifier.name = prefix + short_name;
         prefix.resize(prefix.size() - 1); /// crop dot
-        identifier.name_parts = {prefix, short_name};
+        identifier.name_parts = {prefix, identifier.shortName()};
+        identifier.resetFullName();
+        identifier.semantic->table = prefix;
+        identifier.semantic->legacy_compound = true;
     }
 }
 
diff --git a/src/Interpreters/IdentifierSemantic.h b/src/Interpreters/IdentifierSemantic.h
index ca5a923c2ea..80b55ba0537 100644
--- a/src/Interpreters/IdentifierSemantic.h
+++ b/src/Interpreters/IdentifierSemantic.h
@@ -10,10 +10,12 @@ namespace DB
 
 struct IdentifierSemanticImpl
 {
-    bool special = false;       /// for now it's 'not a column': tables, subselects and some special stuff like FORMAT
-    bool can_be_alias = true;   /// if it's a cropped name it could not be an alias
-    bool covered = false;       /// real (compound) name is hidden by an alias (short name)
-    std::optional<size_t> membership; /// table position in join
+    bool special = false;              /// for now it's 'not a column': tables, subselects and some special stuff like FORMAT
+    bool can_be_alias = true;          /// if it's a cropped name it could not be an alias
+    bool covered = false;              /// real (compound) name is hidden by an alias (short name)
+    std::optional<size_t> membership;  /// table position in join
+    String table = {};                 /// store table name for columns just to support legacy logic.
+    bool legacy_compound = false;      /// true if identifier supposed to be comply for legacy |compound()| behavior
 };
 
 /// Static class to manipulate IdentifierSemanticImpl via ASTIdentifier
diff --git a/src/Interpreters/InDepthNodeVisitor.h b/src/Interpreters/InDepthNodeVisitor.h
index 3e0a8e16185..7b537f0daa0 100644
--- a/src/Interpreters/InDepthNodeVisitor.h
+++ b/src/Interpreters/InDepthNodeVisitor.h
@@ -29,7 +29,15 @@ public:
         if constexpr (!_top_to_bottom)
             visitChildren(ast);
 
-        Matcher::visit(ast, data);
+        try
+        {
+            Matcher::visit(ast, data);
+        }
+        catch (Exception & e)
+        {
+            e.addMessage("While processing {}", ast->formatForErrorMessage());
+            throw;
+        }
 
         if constexpr (_top_to_bottom)
             visitChildren(ast);
diff --git a/src/Interpreters/InterpreterCreateQuery.cpp b/src/Interpreters/InterpreterCreateQuery.cpp
index ddb1d738031..6a8bdbea1ec 100644
--- a/src/Interpreters/InterpreterCreateQuery.cpp
+++ b/src/Interpreters/InterpreterCreateQuery.cpp
@@ -6,6 +6,7 @@
 #include <Common/escapeForFileName.h>
 #include <Common/typeid_cast.h>
 #include <Common/Macros.h>
+#include <Common/randomSeed.h>
 
 #include <Core/Defines.h>
 #include <Core/Settings.h>
@@ -362,7 +363,7 @@ ColumnsDescription InterpreterCreateQuery::getColumnsDescription(
             if (col_decl.type)
             {
                 const auto & final_column_name = col_decl.name;
-                const auto tmp_column_name = final_column_name + "_tmp";
+                const auto tmp_column_name = final_column_name + "_tmp_alter" + toString(randomSeed());
                 const auto * data_type_ptr = column_names_and_types.back().type.get();
 
                 default_expr_list->children.emplace_back(
diff --git a/src/Interpreters/InterpreterDropQuery.cpp b/src/Interpreters/InterpreterDropQuery.cpp
index c70431e5238..144e045ecee 100644
--- a/src/Interpreters/InterpreterDropQuery.cpp
+++ b/src/Interpreters/InterpreterDropQuery.cpp
@@ -47,40 +47,61 @@ BlockIO InterpreterDropQuery::execute()
     if (!drop.table.empty())
     {
         if (!drop.is_dictionary)
-            return executeToTable({drop.database, drop.table, drop.uuid}, drop);
+            return executeToTable(drop);
         else
             return executeToDictionary(drop.database, drop.table, drop.kind, drop.if_exists, drop.temporary, drop.no_ddl_lock);
     }
     else if (!drop.database.empty())
-        return executeToDatabase(drop.database, drop.kind, drop.if_exists);
+        return executeToDatabase(drop);
     else
         throw Exception("Nothing to drop, both names are empty", ErrorCodes::LOGICAL_ERROR);
 }
 
 
-BlockIO InterpreterDropQuery::executeToTable(
-    const StorageID & table_id_,
-    const ASTDropQuery & query)
+void InterpreterDropQuery::waitForTableToBeActuallyDroppedOrDetached(const ASTDropQuery & query, const DatabasePtr & db, const UUID & uuid_to_wait)
 {
-    if (query.temporary || table_id_.database_name.empty())
+    if (uuid_to_wait == UUIDHelpers::Nil)
+        return;
+
+    if (query.kind == ASTDropQuery::Kind::Drop)
+        DatabaseCatalog::instance().waitTableFinallyDropped(uuid_to_wait);
+    else if (query.kind == ASTDropQuery::Kind::Detach)
     {
-        if (context.tryResolveStorageID(table_id_, Context::ResolveExternal))
-            return executeToTemporaryTable(table_id_.getTableName(), query.kind);
+        if (auto * atomic = typeid_cast<DatabaseAtomic *>(db.get()))
+            atomic->waitDetachedTableNotInUse(uuid_to_wait);
+    }
+}
+
+BlockIO InterpreterDropQuery::executeToTable(const ASTDropQuery & query)
+{
+    DatabasePtr database;
+    UUID table_to_wait_on = UUIDHelpers::Nil;
+    auto res = executeToTableImpl(query, database, table_to_wait_on);
+    if (query.no_delay)
+        waitForTableToBeActuallyDroppedOrDetached(query, database, table_to_wait_on);
+    return res;
+}
+
+BlockIO InterpreterDropQuery::executeToTableImpl(const ASTDropQuery & query, DatabasePtr & db, UUID & uuid_to_wait)
+{
+    /// NOTE: it does not contain UUID, we will resolve it with locked DDLGuard
+    auto table_id = StorageID(query);
+    if (query.temporary || table_id.database_name.empty())
+    {
+        if (context.tryResolveStorageID(table_id, Context::ResolveExternal))
+            return executeToTemporaryTable(table_id.getTableName(), query.kind);
+        else
+            table_id.database_name = context.getCurrentDatabase();
     }
 
     if (query.temporary)
     {
         if (query.if_exists)
             return {};
-        throw Exception("Temporary table " + backQuoteIfNeed(table_id_.table_name) + " doesn't exist",
+        throw Exception("Temporary table " + backQuoteIfNeed(table_id.table_name) + " doesn't exist",
                         ErrorCodes::UNKNOWN_TABLE);
     }
 
-    auto table_id = query.if_exists ? context.tryResolveStorageID(table_id_, Context::ResolveOrdinary)
-                                    : context.resolveStorageID(table_id_, Context::ResolveOrdinary);
-    if (!table_id)
-        return {};
-
     auto ddl_guard = (!query.no_ddl_lock ? DatabaseCatalog::instance().getDDLGuard(table_id.database_name, table_id.table_name) : nullptr);
 
     /// If table was already dropped by anyone, an exception will be thrown
@@ -92,6 +113,9 @@ BlockIO InterpreterDropQuery::executeToTable(
         if (query_ptr->as<ASTDropQuery &>().is_view && !table->isView())
             throw Exception("Table " + table_id.getNameForLogs() + " is not a View", ErrorCodes::LOGICAL_ERROR);
 
+        /// Now get UUID, so we can wait for table data to be finally dropped
+        table_id.uuid = database->tryGetTableUUID(table_id.table_name);
+
         if (query.kind == ASTDropQuery::Kind::Detach)
         {
             context.checkAccess(table->isView() ? AccessType::DROP_VIEW : AccessType::DROP_TABLE, table_id);
@@ -125,19 +149,9 @@ BlockIO InterpreterDropQuery::executeToTable(
 
             database->dropTable(context, table_id.table_name, query.no_delay);
         }
-    }
 
-    table.reset();
-    ddl_guard = {};
-    if (query.no_delay)
-    {
-        if (query.kind == ASTDropQuery::Kind::Drop)
-            DatabaseCatalog::instance().waitTableFinallyDropped(table_id.uuid);
-        else if (query.kind == ASTDropQuery::Kind::Detach)
-        {
-            if (auto * atomic = typeid_cast<DatabaseAtomic *>(database.get()))
-                atomic->waitDetachedTableNotInUse(table_id.uuid);
-        }
+        db = database;
+        uuid_to_wait = table_id.uuid;
     }
 
     return {};
@@ -223,19 +237,48 @@ BlockIO InterpreterDropQuery::executeToTemporaryTable(const String & table_name,
 }
 
 
-BlockIO InterpreterDropQuery::executeToDatabase(const String & database_name, ASTDropQuery::Kind kind, bool if_exists)
+BlockIO InterpreterDropQuery::executeToDatabase(const ASTDropQuery & query)
 {
+    DatabasePtr database;
+    std::vector<UUID> tables_to_wait;
+    BlockIO res;
+    try
+    {
+        res = executeToDatabaseImpl(query, database, tables_to_wait);
+    }
+    catch (...)
+    {
+        if (query.no_delay)
+        {
+            for (const auto & table_uuid : tables_to_wait)
+                waitForTableToBeActuallyDroppedOrDetached(query, database, table_uuid);
+        }
+        throw;
+    }
+
+    if (query.no_delay)
+    {
+        for (const auto & table_uuid : tables_to_wait)
+            waitForTableToBeActuallyDroppedOrDetached(query, database, table_uuid);
+    }
+    return res;
+}
+
+BlockIO InterpreterDropQuery::executeToDatabaseImpl(const ASTDropQuery & query, DatabasePtr & database, std::vector<UUID> & uuids_to_wait)
+{
+    const auto & database_name = query.database;
     auto ddl_guard = DatabaseCatalog::instance().getDDLGuard(database_name, "");
 
-    if (auto database = tryGetDatabase(database_name, if_exists))
+    database = tryGetDatabase(database_name, query.if_exists);
+    if (database)
     {
-        if (kind == ASTDropQuery::Kind::Truncate)
+        if (query.kind == ASTDropQuery::Kind::Truncate)
         {
             throw Exception("Unable to truncate database", ErrorCodes::SYNTAX_ERROR);
         }
-        else if (kind == ASTDropQuery::Kind::Detach || kind == ASTDropQuery::Kind::Drop)
+        else if (query.kind == ASTDropQuery::Kind::Detach || query.kind == ASTDropQuery::Kind::Drop)
         {
-            bool drop = kind == ASTDropQuery::Kind::Drop;
+            bool drop = query.kind == ASTDropQuery::Kind::Drop;
             context.checkAccess(AccessType::DROP_DATABASE, database_name);
 
             if (database->shouldBeEmptyOnDetach())
@@ -246,16 +289,22 @@ BlockIO InterpreterDropQuery::executeToDatabase(const String & database_name, AS
                 for (auto iterator = database->getDictionariesIterator(); iterator->isValid(); iterator->next())
                 {
                     String current_dictionary = iterator->name();
-                    executeToDictionary(database_name, current_dictionary, kind, false, false, false);
+                    executeToDictionary(database_name, current_dictionary, query.kind, false, false, false);
                 }
 
-                ASTDropQuery query;
-                query.kind = kind;
-                query.database = database_name;
+                ASTDropQuery query_for_table;
+                query_for_table.kind = query.kind;
+                query_for_table.if_exists = true;
+                query_for_table.database = database_name;
+                query_for_table.no_delay = query.no_delay;
+
                 for (auto iterator = database->getTablesIterator(context); iterator->isValid(); iterator->next())
                 {
-                    query.table = iterator->name();
-                    executeToTable({query.database, query.table}, query);
+                    DatabasePtr db;
+                    UUID table_to_wait = UUIDHelpers::Nil;
+                    query_for_table.table = iterator->name();
+                    executeToTableImpl(query_for_table, db, table_to_wait);
+                    uuids_to_wait.push_back(table_to_wait);
                 }
             }
 
diff --git a/src/Interpreters/InterpreterDropQuery.h b/src/Interpreters/InterpreterDropQuery.h
index b54736b5c21..fe5362985de 100644
--- a/src/Interpreters/InterpreterDropQuery.h
+++ b/src/Interpreters/InterpreterDropQuery.h
@@ -29,9 +29,13 @@ private:
     ASTPtr query_ptr;
     Context & context;
 
-    BlockIO executeToDatabase(const String & database_name, ASTDropQuery::Kind kind, bool if_exists);
+    BlockIO executeToDatabase(const ASTDropQuery & query);
+    BlockIO executeToDatabaseImpl(const ASTDropQuery & query, DatabasePtr & database, std::vector<UUID> & uuids_to_wait);
 
-    BlockIO executeToTable(const StorageID & table_id, const ASTDropQuery & query);
+    BlockIO executeToTable(const ASTDropQuery & query);
+    BlockIO executeToTableImpl(const ASTDropQuery & query, DatabasePtr & db, UUID & uuid_to_wait);
+
+    static void waitForTableToBeActuallyDroppedOrDetached(const ASTDropQuery & query, const DatabasePtr & db, const UUID & uuid_to_wait);
 
     BlockIO executeToDictionary(const String & database_name, const String & dictionary_name, ASTDropQuery::Kind kind, bool if_exists, bool is_temporary, bool no_ddl_lock);
 
diff --git a/src/Interpreters/InterpreterInsertQuery.cpp b/src/Interpreters/InterpreterInsertQuery.cpp
index 1a0ee21b99b..aa8bcd74ea6 100644
--- a/src/Interpreters/InterpreterInsertQuery.cpp
+++ b/src/Interpreters/InterpreterInsertQuery.cpp
@@ -413,6 +413,11 @@ BlockIO InterpreterInsertQuery::execute()
         res.out = std::move(out_streams.at(0));
 
     res.pipeline.addStorageHolder(table);
+    if (const auto * mv = dynamic_cast<const StorageMaterializedView *>(table.get()))
+    {
+        if (auto inner_table = mv->tryGetTargetTable())
+            res.pipeline.addStorageHolder(inner_table);
+    }
 
     return res;
 }
diff --git a/src/Interpreters/InterpreterSelectQuery.cpp b/src/Interpreters/InterpreterSelectQuery.cpp
index a43c0eaf8c1..b376fc36ee9 100644
--- a/src/Interpreters/InterpreterSelectQuery.cpp
+++ b/src/Interpreters/InterpreterSelectQuery.cpp
@@ -304,6 +304,8 @@ InterpreterSelectQuery::InterpreterSelectQuery(
     if (storage)
         view = dynamic_cast<StorageView *>(storage.get());
 
+    SubqueriesForSets subquery_for_sets;
+
     auto analyze = [&] (bool try_move_to_prewhere)
     {
         /// Allow push down and other optimizations for VIEW: replace with subquery and rewrite it.
@@ -344,7 +346,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
         query_analyzer = std::make_unique<SelectQueryExpressionAnalyzer>(
                 query_ptr, syntax_analyzer_result, *context, metadata_snapshot,
                 NameSet(required_result_column_names.begin(), required_result_column_names.end()),
-                !options.only_analyze, options);
+                !options.only_analyze, options, std::move(subquery_for_sets));
 
         if (!options.only_analyze)
         {
@@ -430,6 +432,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
 
     if (need_analyze_again)
     {
+        subquery_for_sets = std::move(query_analyzer->getSubqueriesForSets());
         /// Do not try move conditions to PREWHERE for the second time.
         /// Otherwise, we won't be able to fallback from inefficient PREWHERE to WHERE later.
         analyze(/* try_move_to_prewhere = */ false);
@@ -1113,6 +1116,7 @@ void InterpreterSelectQuery::executeFetchColumns(
     /// Optimization for trivial query like SELECT count() FROM table.
     bool optimize_trivial_count =
         syntax_analyzer_result->optimize_trivial_count
+        && (settings.max_parallel_replicas <= 1)
         && storage
         && storage->getName() != "MaterializeMySQL"
         && !filter_info
@@ -1125,7 +1129,17 @@ void InterpreterSelectQuery::executeFetchColumns(
     {
         const auto & desc = query_analyzer->aggregates()[0];
         const auto & func = desc.function;
-        std::optional<UInt64> num_rows = storage->totalRows();
+        std::optional<UInt64> num_rows{};
+        if (!query.prewhere() && !query.where())
+            num_rows = storage->totalRows();
+        else // It's possible to optimize count() given only partition predicates
+        {
+            SelectQueryInfo temp_query_info;
+            temp_query_info.query = query_ptr;
+            temp_query_info.syntax_analyzer_result = syntax_analyzer_result;
+            temp_query_info.sets = query_analyzer->getPreparedSets();
+            num_rows = storage->totalRowsByPartitionPredicate(temp_query_info, *context);
+        }
         if (num_rows)
         {
             AggregateFunctionCount & agg_count = static_cast<AggregateFunctionCount &>(*func);
@@ -1439,7 +1453,7 @@ void InterpreterSelectQuery::executeFetchColumns(
                     getSortDescriptionFromGroupBy(query),
                     query_info.syntax_analyzer_result);
 
-            query_info.input_order_info = query_info.order_optimizer->getInputOrder(storage, metadata_snapshot);
+            query_info.input_order_info = query_info.order_optimizer->getInputOrder(metadata_snapshot);
         }
 
         StreamLocalLimits limits;
diff --git a/src/Interpreters/InterpreterShowTablesQuery.cpp b/src/Interpreters/InterpreterShowTablesQuery.cpp
index ef7fd840ac5..cb5db386f5a 100644
--- a/src/Interpreters/InterpreterShowTablesQuery.cpp
+++ b/src/Interpreters/InterpreterShowTablesQuery.cpp
@@ -50,7 +50,7 @@ String InterpreterShowTablesQuery::getRewrittenQuery()
         return rewritten_query.str();
     }
 
-    /// SHOW CLUSTER/CLUSTERS 
+    /// SHOW CLUSTER/CLUSTERS
     if (query.clusters)
     {
         std::stringstream rewritten_query;
diff --git a/src/Interpreters/InterpreterSystemQuery.cpp b/src/Interpreters/InterpreterSystemQuery.cpp
index 4bfa84090c2..74e3fd0bfa5 100644
--- a/src/Interpreters/InterpreterSystemQuery.cpp
+++ b/src/Interpreters/InterpreterSystemQuery.cpp
@@ -21,6 +21,7 @@
 #include <Interpreters/TextLog.h>
 #include <Interpreters/MetricLog.h>
 #include <Interpreters/AsynchronousMetricLog.h>
+#include <Interpreters/OpenTelemetrySpanLog.h>
 #include <Access/ContextAccess.h>
 #include <Access/AllowedClientHosts.h>
 #include <Databases/IDatabase.h>
@@ -133,7 +134,11 @@ void InterpreterSystemQuery::startStopAction(StorageActionBlockType action_type,
     auto manager = context.getActionLocksManager();
     manager->cleanExpired();
 
-    if (table_id)
+    if (volume_ptr && action_type == ActionLocks::PartsMerge)
+    {
+        volume_ptr->setAvoidMergesUserOverride(!start);
+    }
+    else if (table_id)
     {
         context.checkAccess(getRequiredAccessType(action_type), table_id);
         if (start)
@@ -199,6 +204,10 @@ BlockIO InterpreterSystemQuery::execute()
     if (!query.target_dictionary.empty() && !query.database.empty())
         query.target_dictionary = query.database + "." + query.target_dictionary;
 
+    volume_ptr = {};
+    if (!query.storage_policy.empty() && !query.volume.empty())
+        volume_ptr = context.getStoragePolicy(query.storage_policy)->getVolumeByName(query.volume);
+
     switch (query.type)
     {
         case Type::SHUTDOWN:
@@ -321,7 +330,8 @@ BlockIO InterpreterSystemQuery::execute()
                     [&] () { if (auto trace_log = context.getTraceLog()) trace_log->flush(true); },
                     [&] () { if (auto text_log = context.getTextLog()) text_log->flush(true); },
                     [&] () { if (auto metric_log = context.getMetricLog()) metric_log->flush(true); },
-                    [&] () { if (auto asynchronous_metric_log = context.getAsynchronousMetricLog()) asynchronous_metric_log->flush(true); }
+                    [&] () { if (auto asynchronous_metric_log = context.getAsynchronousMetricLog()) asynchronous_metric_log->flush(true); },
+                    [&] () { if (auto opentelemetry_span_log = context.getOpenTelemetrySpanLog()) opentelemetry_span_log->flush(true); }
             );
             break;
         case Type::STOP_LISTEN_QUERIES:
diff --git a/src/Interpreters/InterpreterSystemQuery.h b/src/Interpreters/InterpreterSystemQuery.h
index 8e3578dfb2f..6fd96c15a2e 100644
--- a/src/Interpreters/InterpreterSystemQuery.h
+++ b/src/Interpreters/InterpreterSystemQuery.h
@@ -5,6 +5,7 @@
 #include <Storages/IStorage_fwd.h>
 #include <Interpreters/StorageID.h>
 #include <Common/ActionLock.h>
+#include <Disks/IVolume.h>
 
 
 namespace Poco { class Logger; }
@@ -44,6 +45,7 @@ private:
     Context & context;
     Poco::Logger * log = nullptr;
     StorageID table_id = StorageID::createEmpty();      /// Will be set up if query contains table name
+    VolumePtr volume_ptr;
 
     /// Tries to get a replicated table and restart it
     /// Returns pointer to a newly created table if the restart was successful
diff --git a/src/Interpreters/JoinToSubqueryTransformVisitor.cpp b/src/Interpreters/JoinToSubqueryTransformVisitor.cpp
index cdd7ec3ebf9..372bbfbe648 100644
--- a/src/Interpreters/JoinToSubqueryTransformVisitor.cpp
+++ b/src/Interpreters/JoinToSubqueryTransformVisitor.cpp
@@ -117,7 +117,7 @@ private:
                     throw Exception("Logical error: qualified asterisk must have exactly one child", ErrorCodes::LOGICAL_ERROR);
                 ASTIdentifier & identifier = child->children[0]->as<ASTIdentifier &>();
 
-                data.addTableColumns(identifier.name);
+                data.addTableColumns(identifier.name());
             }
             else
                 data.new_select_expression_list->children.push_back(child);
@@ -228,7 +228,7 @@ struct CollectColumnIdentifiersMatcher
         void addIdentirier(const ASTIdentifier & ident)
         {
             for (const auto & aliases : ignored)
-                if (aliases.count(ident.name))
+                if (aliases.count(ident.name()))
                     return;
             identifiers.push_back(const_cast<ASTIdentifier *>(&ident));
         }
@@ -293,7 +293,7 @@ struct CheckAliasDependencyVisitorData
 
     void visit(ASTIdentifier & ident, ASTPtr &)
     {
-        if (!dependency && aliases.count(ident.name))
+        if (!dependency && aliases.count(ident.name()))
             dependency = &ident;
     }
 };
@@ -467,7 +467,7 @@ std::vector<TableNeededColumns> normalizeColumnNamesExtractNeeded(
 
     for (ASTIdentifier * ident : identifiers)
     {
-        bool got_alias = aliases.count(ident->name);
+        bool got_alias = aliases.count(ident->name());
         bool allow_ambiguous = got_alias; /// allow ambiguous column overridden by an alias
 
         if (auto table_pos = IdentifierSemantic::chooseTableColumnMatch(*ident, tables, allow_ambiguous))
@@ -475,12 +475,12 @@ std::vector<TableNeededColumns> normalizeColumnNamesExtractNeeded(
             if (!ident->isShort())
             {
                 if (got_alias)
-                    throw Exception("Alias clashes with qualified column '" + ident->name + "'", ErrorCodes::AMBIGUOUS_COLUMN_NAME);
+                    throw Exception("Alias clashes with qualified column '" + ident->name() + "'", ErrorCodes::AMBIGUOUS_COLUMN_NAME);
 
                 String short_name = ident->shortName();
                 String original_long_name;
                 if (public_identifiers.count(ident))
-                    original_long_name = ident->name;
+                    original_long_name = ident->name();
 
                 size_t count = countTablesWithColumn(tables, short_name);
 
@@ -488,7 +488,7 @@ std::vector<TableNeededColumns> normalizeColumnNamesExtractNeeded(
                 {
                     const auto & table = tables[*table_pos];
                     IdentifierSemantic::setColumnLongName(*ident, table.table); /// table.column -> table_alias.column
-                    auto & unique_long_name = ident->name;
+                    const auto & unique_long_name = ident->name();
 
                     /// For tables moved into subselects we need unique short names for clashed names
                     if (*table_pos != last_table_pos)
@@ -512,7 +512,7 @@ std::vector<TableNeededColumns> normalizeColumnNamesExtractNeeded(
                 needed_columns[*table_pos].no_clashes.emplace(ident->shortName());
         }
         else if (!got_alias)
-            throw Exception("Unknown column name '" + ident->name + "'", ErrorCodes::UNKNOWN_IDENTIFIER);
+            throw Exception("Unknown column name '" + ident->name() + "'", ErrorCodes::UNKNOWN_IDENTIFIER);
     }
 
     return needed_columns;
@@ -613,12 +613,12 @@ void JoinToSubqueryTransformMatcher::visit(ASTSelectQuery & select, ASTPtr & ast
                 {
                     for (auto * ident : on_identifiers)
                     {
-                        auto it = data.aliases.find(ident->name);
-                        if (!on_aliases.count(ident->name) && it != data.aliases.end())
+                        auto it = data.aliases.find(ident->name());
+                        if (!on_aliases.count(ident->name()) && it != data.aliases.end())
                         {
                             auto alias_expression = it->second;
                             alias_pushdown[table_pos].push_back(alias_expression);
-                            on_aliases[ident->name] = alias_expression;
+                            on_aliases[ident->name()] = alias_expression;
                         }
                     }
                 }
@@ -638,14 +638,14 @@ void JoinToSubqueryTransformMatcher::visit(ASTSelectQuery & select, ASTPtr & ast
         CheckAliasDependencyVisitor(check).visit(expr.second);
         if (check.dependency)
             throw Exception("Cannot rewrite JOINs. Alias '" + expr.first +
-                            "' used in ON section depends on another alias '" + check.dependency->name + "'",
+                            "' used in ON section depends on another alias '" + check.dependency->name() + "'",
                             ErrorCodes::NOT_IMPLEMENTED);
     }
 
     /// Check same name in aliases, USING and ON sections. Cannot push down alias to ON through USING cause of name masquerading.
     for (auto * ident : using_identifiers)
-        if (on_aliases.count(ident->name))
-            throw Exception("Cannot rewrite JOINs. Alias '" + ident->name + "' appears both in ON and USING", ErrorCodes::NOT_IMPLEMENTED);
+        if (on_aliases.count(ident->name()))
+            throw Exception("Cannot rewrite JOINs. Alias '" + ident->name() + "' appears both in ON and USING", ErrorCodes::NOT_IMPLEMENTED);
     using_identifiers.clear();
 
     /// Replace pushdowned expressions with aliases names in original expression lists.
diff --git a/src/Interpreters/JoinedTables.cpp b/src/Interpreters/JoinedTables.cpp
index d38a3fa68dc..c0511122c1e 100644
--- a/src/Interpreters/JoinedTables.cpp
+++ b/src/Interpreters/JoinedTables.cpp
@@ -49,7 +49,7 @@ void replaceJoinedTable(const ASTSelectQuery & select_query)
     if (table_expr.database_and_table_name)
     {
         const auto & table_id = table_expr.database_and_table_name->as<ASTIdentifier &>();
-        String expr = "(select * from " + table_id.name + ") as " + table_id.shortName();
+        String expr = "(select * from " + table_id.name() + ") as " + table_id.shortName();
 
         // FIXME: since the expression "a as b" exposes both "a" and "b" names, which is not equivalent to "(select * from a) as b",
         //        we can't replace aliased tables.
@@ -99,7 +99,7 @@ private:
                 match == IdentifierSemantic::ColumnMatch::DbAndTable)
             {
                 if (rewritten)
-                    throw Exception("Failed to rewrite distributed table names. Ambiguous column '" + identifier.name + "'",
+                    throw Exception("Failed to rewrite distributed table names. Ambiguous column '" + identifier.name() + "'",
                                     ErrorCodes::AMBIGUOUS_COLUMN_NAME);
                 /// Table has an alias. So we set a new name qualified by table alias.
                 IdentifierSemantic::setColumnLongName(identifier, table);
@@ -114,10 +114,10 @@ private:
         bool rewritten = false;
         for (const auto & table : data)
         {
-            if (identifier.name == table.table)
+            if (identifier.name() == table.table)
             {
                 if (rewritten)
-                    throw Exception("Failed to rewrite distributed table. Ambiguous column '" + identifier.name + "'",
+                    throw Exception("Failed to rewrite distributed table. Ambiguous column '" + identifier.name() + "'",
                                     ErrorCodes::AMBIGUOUS_COLUMN_NAME);
                 identifier.setShortName(table.alias);
                 rewritten = true;
diff --git a/src/Interpreters/MetricLog.h b/src/Interpreters/MetricLog.h
index f52d078bdc9..f03b682c60a 100644
--- a/src/Interpreters/MetricLog.h
+++ b/src/Interpreters/MetricLog.h
@@ -18,7 +18,7 @@ namespace DB
 struct MetricLogElement
 {
     time_t event_time{};
-    UInt64 event_time_microseconds{};
+    Decimal64 event_time_microseconds{};
     UInt64 milliseconds{};
 
     std::vector<ProfileEvents::Count> profile_events;
diff --git a/src/Interpreters/MonotonicityCheckVisitor.h b/src/Interpreters/MonotonicityCheckVisitor.h
index 21c63bd58e1..405ec1cb479 100644
--- a/src/Interpreters/MonotonicityCheckVisitor.h
+++ b/src/Interpreters/MonotonicityCheckVisitor.h
@@ -125,7 +125,7 @@ public:
 
             if (!is_positive)
                 data.monotonicity.is_positive = !data.monotonicity.is_positive;
-            data.arg_data_type = function_base->getReturnType();
+            data.arg_data_type = function_base->getResultType();
         }
         else
             data.reject();
diff --git a/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp b/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp
index 70916fe386d..245feae166d 100644
--- a/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp
+++ b/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp
@@ -56,7 +56,7 @@ static inline String resolveDatabase(
         }
     }
 
-    /// When USE other_database_name; CREATE TABLE table_name; 
+    /// When USE other_database_name; CREATE TABLE table_name;
     /// context.getCurrentDatabase() is always return `default database`
     /// When USE replica_mysql_database; CREATE TABLE table_name;
     /// context.getCurrentDatabase() is always return replica_clickhouse_database
diff --git a/src/Interpreters/OpenTelemetrySpanLog.cpp b/src/Interpreters/OpenTelemetrySpanLog.cpp
new file mode 100644
index 00000000000..6c22165546d
--- /dev/null
+++ b/src/Interpreters/OpenTelemetrySpanLog.cpp
@@ -0,0 +1,47 @@
+#include "OpenTelemetrySpanLog.h"
+
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeDate.h>
+#include <DataTypes/DataTypeDateTime.h>
+#include <DataTypes/DataTypeDateTime64.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypeUUID.h>
+
+namespace DB
+{
+
+Block OpenTelemetrySpanLogElement::createBlock()
+{
+    return {
+        {std::make_shared<DataTypeUUID>(), "trace_id"},
+        {std::make_shared<DataTypeUInt64>(), "span_id"},
+        {std::make_shared<DataTypeUInt64>(), "parent_span_id"},
+        {std::make_shared<DataTypeString>(), "operation_name"},
+        {std::make_shared<DataTypeDateTime64>(6), "start_time_us"},
+        {std::make_shared<DataTypeDateTime64>(6), "finish_time_us"},
+        {std::make_shared<DataTypeDate>(), "finish_date"},
+        {std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>()),
+            "attribute.names"},
+        {std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>()),
+            "attribute.values"}
+    };
+}
+
+void OpenTelemetrySpanLogElement::appendToBlock(MutableColumns & columns) const
+{
+    size_t i = 0;
+
+    columns[i++]->insert(UInt128(Int128(trace_id)));
+    columns[i++]->insert(span_id);
+    columns[i++]->insert(parent_span_id);
+    columns[i++]->insert(operation_name);
+    columns[i++]->insert(start_time_us);
+    columns[i++]->insert(finish_time_us);
+    columns[i++]->insert(DateLUT::instance().toDayNum(finish_time_us / 1000000));
+    columns[i++]->insert(attribute_names);
+    columns[i++]->insert(attribute_values);
+}
+
+}
+
diff --git a/src/Interpreters/OpenTelemetrySpanLog.h b/src/Interpreters/OpenTelemetrySpanLog.h
new file mode 100644
index 00000000000..271d02804f4
--- /dev/null
+++ b/src/Interpreters/OpenTelemetrySpanLog.h
@@ -0,0 +1,39 @@
+#pragma once
+
+#include <Interpreters/SystemLog.h>
+
+namespace DB
+{
+
+struct OpenTelemetrySpan
+{
+    __uint128_t trace_id;
+    UInt64 span_id;
+    UInt64 parent_span_id;
+    std::string operation_name;
+    Decimal64 start_time_us;
+    Decimal64 finish_time_us;
+    UInt64 duration_ns;
+    Array attribute_names;
+    Array attribute_values;
+    // I don't understand how Links work, namely, which direction should they
+    // point to, and how they are related with parent_span_id, so no Links for
+    // now.
+};
+
+struct OpenTelemetrySpanLogElement : public OpenTelemetrySpan
+{
+    static std::string name() { return "OpenTelemetrySpanLog"; }
+    static Block createBlock();
+    void appendToBlock(MutableColumns & columns) const;
+};
+
+// OpenTelemetry standartizes some Log data as well, so it's not just
+// OpenTelemetryLog to avoid confusion.
+class OpenTelemetrySpanLog : public SystemLog<OpenTelemetrySpanLogElement>
+{
+public:
+    using SystemLog<OpenTelemetrySpanLogElement>::SystemLog;
+};
+
+}
diff --git a/src/Interpreters/PreparedSets.h b/src/Interpreters/PreparedSets.h
index 0faa748303d..f486752e192 100644
--- a/src/Interpreters/PreparedSets.h
+++ b/src/Interpreters/PreparedSets.h
@@ -6,6 +6,7 @@
 #include <unordered_map>
 #include <DataTypes/DataTypeLowCardinality.h>
 
+
 namespace DB
 {
 
@@ -16,7 +17,7 @@ struct PreparedSetKey
     /// if left hand sides of the IN operators have different types).
     static PreparedSetKey forLiteral(const IAST & ast, DataTypes types_)
     {
-        /// Remove LowCardinality types from type list because Set doesn't support LowCardinality keys now, 
+        /// Remove LowCardinality types from type list because Set doesn't support LowCardinality keys now,
         ///   just converts LowCardinality to ordinary types.
         for (auto & type : types_)
             type = recursiveRemoveLowCardinality(type);
diff --git a/src/Interpreters/ProcessList.cpp b/src/Interpreters/ProcessList.cpp
index 2203e91e913..dc021210d9d 100644
--- a/src/Interpreters/ProcessList.cpp
+++ b/src/Interpreters/ProcessList.cpp
@@ -89,6 +89,34 @@ ProcessList::EntryPtr ProcessList::insert(const String & query_, const IAST * as
                 throw Exception("Too many simultaneous queries. Maximum: " + toString(max_size), ErrorCodes::TOO_MANY_SIMULTANEOUS_QUERIES);
         }
 
+        {
+            /**
+             * `max_size` check above is controlled by `max_concurrent_queries` server setting and is a "hard" limit for how many
+             * queries the server can process concurrently. It is configured at startup. When the server is overloaded with queries and the
+             * hard limit is reached it is impossible to connect to the server to run queries for investigation.
+             *
+             * With `max_concurrent_queries_for_all_users` it is possible to configure an additional, runtime configurable, limit for query concurrency.
+             * Usually it should be configured just once for `default_profile` which is inherited by all users. DBAs can override
+             * this setting when connecting to ClickHouse, or it can be configured for a DBA profile to have a value greater than that of
+             * the default profile (or 0 for unlimited).
+             *
+             * One example is to set `max_size=X`, `max_concurrent_queries_for_all_users=X-10` for default profile,
+             * and `max_concurrent_queries_for_all_users=0` for DBAs or accounts that are vital for ClickHouse operations (like metrics
+             * exporters).
+             *
+             * Another creative example is to configure `max_concurrent_queries_for_all_users=50` for "analyst" profiles running adhoc queries
+             * and `max_concurrent_queries_for_all_users=100` for "customer facing" services. This way "analyst" queries will be rejected
+             * once is already processing 50+ concurrent queries (including analysts or any other users).
+             */
+
+            if (!is_unlimited_query && settings.max_concurrent_queries_for_all_users
+                && processes.size() >= settings.max_concurrent_queries_for_all_users)
+                throw Exception(
+                    "Too many simultaneous queries for all users. Current: " + toString(processes.size())
+                    + ", maximum: " + settings.max_concurrent_queries_for_all_users.toString(),
+                    ErrorCodes::TOO_MANY_SIMULTANEOUS_QUERIES);
+        }
+
         /** Why we use current user?
           * Because initial one is passed by client and credentials for it is not verified,
           *  and using initial_user for limits will be insecure.
diff --git a/src/Interpreters/QueryLog.h b/src/Interpreters/QueryLog.h
index 9d42b787160..4b50dc3f57e 100644
--- a/src/Interpreters/QueryLog.h
+++ b/src/Interpreters/QueryLog.h
@@ -30,9 +30,9 @@ struct QueryLogElement
     /// Depending on the type of query and type of stage, not all the fields may be filled.
 
     time_t event_time{};
-    UInt64 event_time_microseconds{};
+    Decimal64 event_time_microseconds{};
     time_t query_start_time{};
-    UInt64 query_start_time_microseconds{};
+    Decimal64 query_start_time_microseconds{};
     UInt64 query_duration_ms{};
 
     /// The data fetched from DB to execute the query
diff --git a/src/Interpreters/QueryNormalizer.cpp b/src/Interpreters/QueryNormalizer.cpp
index 07d4888b555..3252626959d 100644
--- a/src/Interpreters/QueryNormalizer.cpp
+++ b/src/Interpreters/QueryNormalizer.cpp
@@ -73,8 +73,8 @@ void QueryNormalizer::visit(ASTIdentifier & node, ASTPtr & ast, Data & data)
         return;
 
     /// If it is an alias, but not a parent alias (for constructs like "SELECT column + 1 AS column").
-    auto it_alias = data.aliases.find(node.name);
-    if (it_alias != data.aliases.end() && current_alias != node.name)
+    auto it_alias = data.aliases.find(node.name());
+    if (it_alias != data.aliases.end() && current_alias != node.name())
     {
         if (!IdentifierSemantic::canBeAlias(node))
             return;
@@ -89,7 +89,7 @@ void QueryNormalizer::visit(ASTIdentifier & node, ASTPtr & ast, Data & data)
         String node_alias = ast->tryGetAlias();
 
         if (current_asts.count(alias_node.get()) /// We have loop of multiple aliases
-            || (node.name == our_alias_or_name && our_name && node_alias == *our_name)) /// Our alias points to node.name, direct loop
+            || (node.name() == our_alias_or_name && our_name && node_alias == *our_name)) /// Our alias points to node.name, direct loop
             throw Exception("Cyclic aliases", ErrorCodes::CYCLIC_ALIASES);
 
         /// Let's replace it with the corresponding tree node.
@@ -97,7 +97,7 @@ void QueryNormalizer::visit(ASTIdentifier & node, ASTPtr & ast, Data & data)
         {
             /// Avoid infinite recursion here
             auto opt_name = IdentifierSemantic::getColumnName(alias_node);
-            bool is_cycle = opt_name && *opt_name == node.name;
+            bool is_cycle = opt_name && *opt_name == node.name();
 
             if (!is_cycle)
             {
diff --git a/src/Interpreters/QueryParameterVisitor.cpp b/src/Interpreters/QueryParameterVisitor.cpp
index 297bc211712..389948ecc18 100644
--- a/src/Interpreters/QueryParameterVisitor.cpp
+++ b/src/Interpreters/QueryParameterVisitor.cpp
@@ -43,7 +43,7 @@ NameSet analyzeReceiveQueryParams(const std::string & query)
     const char * query_begin = query.data();
     const char * query_end = query.data() + query.size();
 
-    ParserQuery parser(query_end, false);
+    ParserQuery parser(query_end);
     ASTPtr extract_query_ast = parseQuery(parser, query_begin, query_end, "analyzeReceiveQueryParams", 0, 0);
     QueryParameterVisitor(query_params).visit(extract_query_ast);
     return query_params;
diff --git a/src/Interpreters/QueryThreadLog.cpp b/src/Interpreters/QueryThreadLog.cpp
index 2ecb03d622a..8fea360085b 100644
--- a/src/Interpreters/QueryThreadLog.cpp
+++ b/src/Interpreters/QueryThreadLog.cpp
@@ -38,6 +38,7 @@ Block QueryThreadLogElement::createBlock()
         {std::make_shared<DataTypeString>(),        "thread_name"},
         {std::make_shared<DataTypeUInt64>(),        "thread_id"},
         {std::make_shared<DataTypeUInt64>(),        "master_thread_id"},
+        {std::make_shared<DataTypeString>(),        "current_database"},
         {std::make_shared<DataTypeString>(),        "query"},
 
         {std::make_shared<DataTypeUInt8>(),         "is_initial_query"},
@@ -91,6 +92,7 @@ void QueryThreadLogElement::appendToBlock(MutableColumns & columns) const
     columns[i++]->insert(thread_id);
     columns[i++]->insert(master_thread_id);
 
+    columns[i++]->insertData(current_database.data(), current_database.size());
     columns[i++]->insertData(query.data(), query.size());
 
     QueryLogElement::appendClientInfo(client_info, columns, i);
diff --git a/src/Interpreters/QueryThreadLog.h b/src/Interpreters/QueryThreadLog.h
index 715902b29ad..7a4aa587057 100644
--- a/src/Interpreters/QueryThreadLog.h
+++ b/src/Interpreters/QueryThreadLog.h
@@ -16,11 +16,11 @@ namespace DB
 struct QueryThreadLogElement
 {
     time_t event_time{};
-    UInt64 event_time_microseconds{};
+    Decimal64 event_time_microseconds{};
     /// When query was attached to current thread
     time_t query_start_time{};
     /// same as above but adds microsecond precision
-    UInt64 query_start_time_microseconds{};
+    Decimal64 query_start_time_microseconds{};
     /// Real time spent by the thread to execute the query
     UInt64 query_duration_ms{};
 
@@ -39,7 +39,9 @@ struct QueryThreadLogElement
     UInt64 thread_id{};
     UInt64 master_thread_id{};
 
+    String current_database;
     String query;
+
     ClientInfo client_info;
 
     std::shared_ptr<ProfileEvents::Counters> profile_counters;
diff --git a/src/Interpreters/RenameColumnVisitor.cpp b/src/Interpreters/RenameColumnVisitor.cpp
index f94353cf646..22bbfc7a83f 100644
--- a/src/Interpreters/RenameColumnVisitor.cpp
+++ b/src/Interpreters/RenameColumnVisitor.cpp
@@ -3,10 +3,13 @@
 
 namespace DB
 {
+
 void RenameColumnData::visit(ASTIdentifier & identifier, ASTPtr &) const
 {
+    // TODO(ilezhankin): make proper rename
     std::optional<String> identifier_column_name = IdentifierSemantic::getColumnName(identifier);
     if (identifier_column_name && identifier_column_name == column_name)
-        identifier.name = rename_to;
+        identifier.setShortName(rename_to);
 }
+
 }
diff --git a/src/Interpreters/ReplaceQueryParameterVisitor.cpp b/src/Interpreters/ReplaceQueryParameterVisitor.cpp
index 3dabfb06770..9b4223b8947 100644
--- a/src/Interpreters/ReplaceQueryParameterVisitor.cpp
+++ b/src/Interpreters/ReplaceQueryParameterVisitor.cpp
@@ -5,8 +5,10 @@
 #include <DataTypes/DataTypeFactory.h>
 #include <Formats/FormatSettings.h>
 #include <IO/ReadBufferFromString.h>
+#include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTLiteral.h>
 #include <Parsers/ASTQueryParameter.h>
+#include <Interpreters/IdentifierSemantic.h>
 #include <Interpreters/ReplaceQueryParameterVisitor.h>
 #include <Interpreters/addTypeConversionToAST.h>
 
@@ -25,6 +27,8 @@ void ReplaceQueryParameterVisitor::visit(ASTPtr & ast)
 {
     if (ast->as<ASTQueryParameter>())
         visitQueryParameter(ast);
+    else if (ast->as<ASTIdentifier>())
+        visitIdentifier(ast);
     else
         visitChildren(ast);
 }
@@ -71,4 +75,27 @@ void ReplaceQueryParameterVisitor::visitQueryParameter(ASTPtr & ast)
     ast->setAlias(alias);
 }
 
+void ReplaceQueryParameterVisitor::visitIdentifier(ASTPtr & ast)
+{
+    auto & ast_identifier = ast->as<ASTIdentifier &>();
+    if (ast_identifier.children.empty())
+        return;
+
+    auto & name_parts = ast_identifier.name_parts;
+    for (size_t i = 0, j = 0, size = name_parts.size(); i < size; ++i)
+    {
+        if (name_parts[i].empty())
+        {
+            const auto & ast_param = ast_identifier.children[j++]->as<ASTQueryParameter &>();
+            name_parts[i] = getParamValue(ast_param.name);
+        }
+    }
+
+    if (!ast_identifier.semantic->special && name_parts.size() >= 2)
+        ast_identifier.semantic->table = ast_identifier.name_parts.end()[-2];
+
+    ast_identifier.resetFullName();
+    ast_identifier.children.clear();
+}
+
 }
diff --git a/src/Interpreters/ReplaceQueryParameterVisitor.h b/src/Interpreters/ReplaceQueryParameterVisitor.h
index 3a84cd22acd..23e36df3fee 100644
--- a/src/Interpreters/ReplaceQueryParameterVisitor.h
+++ b/src/Interpreters/ReplaceQueryParameterVisitor.h
@@ -9,6 +9,7 @@ namespace DB
 class ASTQueryParameter;
 
 /// Visit substitutions in a query, replace ASTQueryParameter with ASTLiteral.
+/// Rebuild ASTIdentifiers if some parts are ASTQueryParameter.
 class ReplaceQueryParameterVisitor
 {
 public:
@@ -21,6 +22,7 @@ public:
 private:
     const NameToNameMap & query_parameters;
     const String & getParamValue(const String & name);
+    void visitIdentifier(ASTPtr & ast);
     void visitQueryParameter(ASTPtr & ast);
     void visitChildren(ASTPtr & ast);
 };
diff --git a/src/Interpreters/RequiredSourceColumnsData.cpp b/src/Interpreters/RequiredSourceColumnsData.cpp
index ec9f2ca4817..9118acc38c9 100644
--- a/src/Interpreters/RequiredSourceColumnsData.cpp
+++ b/src/Interpreters/RequiredSourceColumnsData.cpp
@@ -27,7 +27,7 @@ void RequiredSourceColumnsData::addColumnIdentifier(const ASTIdentifier & node)
 
     /// There should be no complex cases after query normalization. Names to aliases: one-to-many.
     String alias = node.tryGetAlias();
-    required_names[node.name].addInclusion(alias);
+    required_names[node.name()].addInclusion(alias);
 }
 
 bool RequiredSourceColumnsData::addArrayJoinAliasIfAny(const IAST & ast)
@@ -42,7 +42,7 @@ bool RequiredSourceColumnsData::addArrayJoinAliasIfAny(const IAST & ast)
 
 void RequiredSourceColumnsData::addArrayJoinIdentifier(const ASTIdentifier & node)
 {
-    array_join_columns.insert(node.name);
+    array_join_columns.insert(node.name());
 }
 
 size_t RequiredSourceColumnsData::nameInclusion(const String & name) const
diff --git a/src/Interpreters/RequiredSourceColumnsVisitor.cpp b/src/Interpreters/RequiredSourceColumnsVisitor.cpp
index e546a40f28d..5a265b59414 100644
--- a/src/Interpreters/RequiredSourceColumnsVisitor.cpp
+++ b/src/Interpreters/RequiredSourceColumnsVisitor.cpp
@@ -34,7 +34,7 @@ std::vector<String> RequiredSourceColumnsMatcher::extractNamesFromLambda(const A
         if (!identifier)
             throw Exception("lambda argument declarations must be identifiers", ErrorCodes::TYPE_MISMATCH);
 
-        names.push_back(identifier->name);
+        names.push_back(identifier->name());
     }
 
     return names;
@@ -132,10 +132,11 @@ void RequiredSourceColumnsMatcher::visit(const ASTSelectQuery & select, const AS
 
 void RequiredSourceColumnsMatcher::visit(const ASTIdentifier & node, const ASTPtr &, Data & data)
 {
-    if (node.name.empty())
+    // FIXME(ilezhankin): shouldn't ever encounter
+    if (node.name().empty())
         throw Exception("Expected not empty name", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-    if (!data.private_aliases.count(node.name))
+    if (!data.private_aliases.count(node.name()))
         data.addColumnIdentifier(node);
 }
 
diff --git a/src/Interpreters/SystemLog.cpp b/src/Interpreters/SystemLog.cpp
index a78b756e291..1e396a0fed1 100644
--- a/src/Interpreters/SystemLog.cpp
+++ b/src/Interpreters/SystemLog.cpp
@@ -7,6 +7,7 @@
 #include <Interpreters/CrashLog.h>
 #include <Interpreters/MetricLog.h>
 #include <Interpreters/AsynchronousMetricLog.h>
+#include <Interpreters/OpenTelemetrySpanLog.h>
 
 #include <Poco/Util/AbstractConfiguration.h>
 #include <common/logger_useful.h>
@@ -87,6 +88,9 @@ SystemLogs::SystemLogs(Context & global_context, const Poco::Util::AbstractConfi
     asynchronous_metric_log = createSystemLog<AsynchronousMetricLog>(
         global_context, "system", "asynchronous_metric_log", config,
         "asynchronous_metric_log");
+    opentelemetry_span_log = createSystemLog<OpenTelemetrySpanLog>(
+        global_context, "system", "opentelemetry_span_log", config,
+        "opentelemetry_span_log");
 
     if (query_log)
         logs.emplace_back(query_log.get());
@@ -104,6 +108,8 @@ SystemLogs::SystemLogs(Context & global_context, const Poco::Util::AbstractConfi
         logs.emplace_back(metric_log.get());
     if (asynchronous_metric_log)
         logs.emplace_back(asynchronous_metric_log.get());
+    if (opentelemetry_span_log)
+        logs.emplace_back(opentelemetry_span_log.get());
 
     try
     {
diff --git a/src/Interpreters/SystemLog.h b/src/Interpreters/SystemLog.h
index 2a0ce9cef53..6c56565a152 100644
--- a/src/Interpreters/SystemLog.h
+++ b/src/Interpreters/SystemLog.h
@@ -71,6 +71,7 @@ class TraceLog;
 class CrashLog;
 class MetricLog;
 class AsynchronousMetricLog;
+class OpenTelemetrySpanLog;
 
 
 class ISystemLog
@@ -105,6 +106,8 @@ struct SystemLogs
     std::shared_ptr<MetricLog> metric_log;              /// Used to log all metrics.
     /// Metrics from system.asynchronous_metrics.
     std::shared_ptr<AsynchronousMetricLog> asynchronous_metric_log;
+    /// OpenTelemetry trace spans.
+    std::shared_ptr<OpenTelemetrySpanLog> opentelemetry_span_log;
 
     std::vector<ISystemLog *> logs;
 };
@@ -233,7 +236,7 @@ void SystemLog<LogElement>::add(const LogElement & element)
     /// The size of allocation can be in order of a few megabytes.
     /// But this should not be accounted for query memory usage.
     /// Otherwise the tests like 01017_uniqCombined_memory_usage.sql will be flacky.
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     /// Should not log messages under mutex.
     bool queue_is_half_full = false;
diff --git a/src/Interpreters/TextLog.h b/src/Interpreters/TextLog.h
index 814b3c73044..da678868be3 100644
--- a/src/Interpreters/TextLog.h
+++ b/src/Interpreters/TextLog.h
@@ -9,7 +9,7 @@ using Poco::Message;
 struct TextLogElement
 {
     time_t event_time{};
-    UInt64 event_time_microseconds{};
+    Decimal64 event_time_microseconds{};
     UInt32 microseconds;
 
     String thread_name;
diff --git a/src/Interpreters/ThreadStatusExt.cpp b/src/Interpreters/ThreadStatusExt.cpp
index d1d206009c5..adb9a38b10d 100644
--- a/src/Interpreters/ThreadStatusExt.cpp
+++ b/src/Interpreters/ThreadStatusExt.cpp
@@ -30,11 +30,37 @@ namespace ErrorCodes
     extern const int CANNOT_SET_THREAD_PRIORITY;
 }
 
+void ThreadStatus::applyQuerySettings()
+{
+    const Settings & settings = query_context->getSettingsRef();
+
+    query_id = query_context->getCurrentQueryId();
+    initQueryProfiler();
+
+    untracked_memory_limit = settings.max_untracked_memory;
+    if (settings.memory_profiler_step && settings.memory_profiler_step < UInt64(untracked_memory_limit))
+        untracked_memory_limit = settings.memory_profiler_step;
+
+#if defined(OS_LINUX)
+    /// Set "nice" value if required.
+    Int32 new_os_thread_priority = settings.os_thread_priority;
+    if (new_os_thread_priority && hasLinuxCapability(CAP_SYS_NICE))
+    {
+        LOG_TRACE(log, "Setting nice to {}", new_os_thread_priority);
+
+        if (0 != setpriority(PRIO_PROCESS, thread_id, new_os_thread_priority))
+            throwFromErrno("Cannot 'setpriority'", ErrorCodes::CANNOT_SET_THREAD_PRIORITY);
+
+        os_thread_priority = new_os_thread_priority;
+    }
+#endif
+}
+
 
 void ThreadStatus::attachQueryContext(Context & query_context_)
 {
     query_context = &query_context_;
-    query_id = query_context->getCurrentQueryId();
+
     if (!global_context)
         global_context = &query_context->getGlobalContext();
 
@@ -47,7 +73,7 @@ void ThreadStatus::attachQueryContext(Context & query_context_)
             thread_group->global_context = global_context;
     }
 
-    initQueryProfiler();
+    applyQuerySettings();
 }
 
 void CurrentThread::defaultThreadDeleter()
@@ -82,30 +108,7 @@ void ThreadStatus::setupState(const ThreadGroupStatusPtr & thread_group_)
     }
 
     if (query_context)
-    {
-        query_id = query_context->getCurrentQueryId();
-        initQueryProfiler();
-
-        const Settings & settings = query_context->getSettingsRef();
-
-        untracked_memory_limit = settings.max_untracked_memory;
-        if (settings.memory_profiler_step && settings.memory_profiler_step < UInt64(untracked_memory_limit))
-            untracked_memory_limit = settings.memory_profiler_step;
-
-#if defined(OS_LINUX)
-        /// Set "nice" value if required.
-        Int32 new_os_thread_priority = settings.os_thread_priority;
-        if (new_os_thread_priority && hasLinuxCapability(CAP_SYS_NICE))
-        {
-            LOG_TRACE(log, "Setting nice to {}", new_os_thread_priority);
-
-            if (0 != setpriority(PRIO_PROCESS, thread_id, new_os_thread_priority))
-                throwFromErrno("Cannot 'setpriority'", ErrorCodes::CANNOT_SET_THREAD_PRIORITY);
-
-            os_thread_priority = new_os_thread_priority;
-        }
-#endif
-    }
+        applyQuerySettings();
 
     initPerformanceCounters();
 
@@ -163,7 +166,7 @@ void ThreadStatus::initPerformanceCounters()
     memory_tracker.setDescription("(for thread)");
 
     // query_start_time_{microseconds, nanoseconds} are all constructed from the same time point
-    // to ensure that they are all equal upto the precision of a second.
+    // to ensure that they are all equal up to the precision of a second.
     const auto now = std::chrono::system_clock::now();
 
     query_start_time_nanoseconds = time_in_nanoseconds(now);
@@ -239,8 +242,15 @@ void ThreadStatus::finalizePerformanceCounters()
         {
             const auto & settings = query_context->getSettingsRef();
             if (settings.log_queries && settings.log_query_threads)
-                if (auto thread_log = global_context->getQueryThreadLog())
-                    logToQueryThreadLog(*thread_log);
+            {
+                const auto now = std::chrono::system_clock::now();
+                Int64 query_duration_ms = (time_in_microseconds(now) - query_start_time_microseconds) / 1000;
+                if (query_duration_ms >= settings.log_queries_min_query_duration_ms.totalMilliseconds())
+                {
+                    if (auto thread_log = global_context->getQueryThreadLog())
+                        logToQueryThreadLog(*thread_log, query_context->getCurrentDatabase(), now);
+                }
+            }
         }
     }
     catch (...)
@@ -297,8 +307,8 @@ void ThreadStatus::detachQuery(bool exit_if_already_detached, bool thread_exits)
     performance_counters.setParent(&ProfileEvents::global_counters);
     memory_tracker.reset();
 
-    /// Must reset pointer to thread_group's memory_tracker, because it will be destroyed two lines below.
-    memory_tracker.setParent(nullptr);
+    /// Must reset pointer to thread_group's memory_tracker, because it will be destroyed two lines below (will reset to its parent).
+    memory_tracker.setParent(thread_group->memory_tracker.getParent());
 
     query_id.clear();
     query_context = nullptr;
@@ -319,21 +329,20 @@ void ThreadStatus::detachQuery(bool exit_if_already_detached, bool thread_exits)
 #endif
 }
 
-void ThreadStatus::logToQueryThreadLog(QueryThreadLog & thread_log)
+void ThreadStatus::logToQueryThreadLog(QueryThreadLog & thread_log, const String & current_database, std::chrono::time_point<std::chrono::system_clock> now)
 {
     QueryThreadLogElement elem;
 
     // construct current_time and current_time_microseconds using the same time point
     // so that the two times will always be equal up to a precision of a second.
-    const auto now = std::chrono::system_clock::now();
-    auto current_time =  time_in_seconds(now);
-    auto current_time_microseconds =  time_in_microseconds(now);
+    auto current_time = time_in_seconds(now);
+    auto current_time_microseconds = time_in_microseconds(now);
 
     elem.event_time = current_time;
     elem.event_time_microseconds = current_time_microseconds;
     elem.query_start_time = query_start_time;
     elem.query_start_time_microseconds = query_start_time_microseconds;
-    elem.query_duration_ms = (getCurrentTimeNanoseconds() - query_start_time_nanoseconds) / 1000000U;
+    elem.query_duration_ms = (time_in_nanoseconds(now) - query_start_time_nanoseconds) / 1000000U;
 
     elem.read_rows = progress_in.read_rows.load(std::memory_order_relaxed);
     elem.read_bytes = progress_in.read_bytes.load(std::memory_order_relaxed);
@@ -347,6 +356,7 @@ void ThreadStatus::logToQueryThreadLog(QueryThreadLog & thread_log)
     elem.thread_name = getThreadName();
     elem.thread_id = thread_id;
 
+    elem.current_database = current_database;
     if (thread_group)
     {
         {
diff --git a/src/Interpreters/TraceLog.h b/src/Interpreters/TraceLog.h
index d694a6201f7..9ee43bf32cc 100644
--- a/src/Interpreters/TraceLog.h
+++ b/src/Interpreters/TraceLog.h
@@ -18,7 +18,7 @@ struct TraceLogElement
     static const TraceDataType::Values trace_values;
 
     time_t event_time{};
-    UInt64 event_time_microseconds{};
+    Decimal64 event_time_microseconds{};
     UInt64 timestamp_ns{};
     TraceType trace_type{};
     UInt64 thread_id{};
diff --git a/src/Interpreters/TranslateQualifiedNamesVisitor.cpp b/src/Interpreters/TranslateQualifiedNamesVisitor.cpp
index 32d8841d7b4..98ed2166c40 100644
--- a/src/Interpreters/TranslateQualifiedNamesVisitor.cpp
+++ b/src/Interpreters/TranslateQualifiedNamesVisitor.cpp
@@ -104,7 +104,7 @@ void TranslateQualifiedNamesMatcher::visit(ASTIdentifier & identifier, ASTPtr &,
             if (data.unknownColumn(table_pos, identifier))
             {
                 String table_name = data.tables[table_pos].table.getQualifiedNamePrefix(false);
-                throw Exception("There's no column '" + identifier.name + "' in table '" + table_name + "'",
+                throw Exception("There's no column '" + identifier.name() + "' in table '" + table_name + "'",
                                 ErrorCodes::UNKNOWN_IDENTIFIER);
             }
 
@@ -175,9 +175,12 @@ void TranslateQualifiedNamesMatcher::visit(ASTSelectQuery & select, const ASTPtr
 
 static void addIdentifier(ASTs & nodes, const DatabaseAndTableWithAlias & table, const String & column_name)
 {
+    std::vector<String> parts = {column_name};
+
     String table_name = table.getQualifiedNamePrefix(false);
-    auto identifier = std::make_shared<ASTIdentifier>(std::vector<String>{table_name, column_name});
-    nodes.emplace_back(identifier);
+    if (!table_name.empty()) parts.insert(parts.begin(), table_name);
+
+    nodes.emplace_back(std::make_shared<ASTIdentifier>(std::move(parts)));
 }
 
 /// Replace *, alias.*, database.table.* with a list of columns.
@@ -354,7 +357,7 @@ void RestoreQualifiedNamesMatcher::visit(ASTIdentifier & identifier, ASTPtr &, D
     {
         if (IdentifierSemantic::getMembership(identifier))
         {
-            identifier.restoreCompoundName();
+            identifier.restoreTable();  // TODO(ilezhankin): should restore qualified name here - why exactly here?
             if (data.rename)
                 data.changeTable(identifier);
         }
diff --git a/src/Interpreters/TreeOptimizer.cpp b/src/Interpreters/TreeOptimizer.cpp
index 9d52e30cea4..61ca933dd53 100644
--- a/src/Interpreters/TreeOptimizer.cpp
+++ b/src/Interpreters/TreeOptimizer.cpp
@@ -644,8 +644,13 @@ void TreeOptimizer::apply(ASTPtr & query, Aliases & aliases, const NameSet & sou
         optimizeInjectiveFunctionsInsideUniq(query, context);
 
     /// Eliminate min/max/any aggregators of functions of GROUP BY keys
-    if (settings.optimize_aggregators_of_group_by_keys)
+    if (settings.optimize_aggregators_of_group_by_keys
+        && !select_query->group_by_with_totals
+        && !select_query->group_by_with_rollup
+        && !select_query->group_by_with_cube)
+    {
         optimizeAggregateFunctionsOfGroupByKeys(select_query, query);
+    }
 
     /// Remove duplicate items from ORDER BY.
     optimizeDuplicatesInOrderBy(select_query);
diff --git a/src/Interpreters/TreeRewriter.cpp b/src/Interpreters/TreeRewriter.cpp
index 2726594f51c..7c37365a384 100644
--- a/src/Interpreters/TreeRewriter.cpp
+++ b/src/Interpreters/TreeRewriter.cpp
@@ -498,6 +498,24 @@ void TreeRewriterResult::collectUsedColumns(const ASTPtr & query, bool is_select
             /// If we have no information about columns sizes, choose a column of minimum size of its data type.
             required.insert(ExpressionActions::getSmallestColumn(source_columns));
     }
+    else if (is_select && metadata_snapshot)
+    {
+        const auto & partition_desc = metadata_snapshot->getPartitionKey();
+        if (partition_desc.expression)
+        {
+            const auto & partition_source_columns = partition_desc.expression->getRequiredColumns();
+            optimize_trivial_count = true;
+            for (const auto & required_column : required)
+            {
+                if (std::find(partition_source_columns.begin(), partition_source_columns.end(), required_column)
+                    == partition_source_columns.end())
+                {
+                    optimize_trivial_count = false;
+                    break;
+                }
+            }
+        }
+    }
 
     NameSet unknown_required_source_columns = required;
 
@@ -640,7 +658,7 @@ TreeRewriterResultPtr TreeRewriter::analyzeSelect(
 
     if (result.optimize_trivial_count)
         result.optimize_trivial_count = settings.optimize_trivial_count_query &&
-            !select_query->where() && !select_query->prewhere() && !select_query->groupBy() && !select_query->having() &&
+            !select_query->groupBy() && !select_query->having() &&
             !select_query->sampleSize() && !select_query->sampleOffset() && !select_query->final() &&
             (tables_with_columns.size() < 2 || isLeft(result.analyzed_join->kind()));
 
diff --git a/src/Interpreters/castColumn.cpp b/src/Interpreters/castColumn.cpp
index 895992bd7dc..249538ec2e0 100644
--- a/src/Interpreters/castColumn.cpp
+++ b/src/Interpreters/castColumn.cpp
@@ -28,10 +28,7 @@ ColumnPtr castColumn(const ColumnWithTypeAndName & arg, const DataTypePtr & type
         std::make_shared<FunctionOverloadResolverAdaptor>(CastOverloadResolver::createImpl(false));
 
     auto func_cast = func_builder_cast->build(arguments);
-    arguments.emplace_back(ColumnWithTypeAndName{nullptr, type, ""});
-
-    func_cast->execute(arguments, {0, 1}, 2, arg.column->size());
-    return arguments[2].column;
+    return func_cast->execute(arguments, type, arg.column->size());
 }
 
 }
diff --git a/src/Interpreters/evaluateConstantExpression.cpp b/src/Interpreters/evaluateConstantExpression.cpp
index e1f53c72801..02ef3426483 100644
--- a/src/Interpreters/evaluateConstantExpression.cpp
+++ b/src/Interpreters/evaluateConstantExpression.cpp
@@ -72,7 +72,7 @@ ASTPtr evaluateConstantExpressionAsLiteral(const ASTPtr & node, const Context &
 ASTPtr evaluateConstantExpressionOrIdentifierAsLiteral(const ASTPtr & node, const Context & context)
 {
     if (const auto * id = node->as<ASTIdentifier>())
-        return std::make_shared<ASTLiteral>(id->name);
+        return std::make_shared<ASTLiteral>(id->name());
 
     return evaluateConstantExpressionAsLiteral(node, context);
 }
@@ -113,7 +113,7 @@ namespace
             const auto & name = name_and_type.name;
             const auto & type = name_and_type.type;
 
-            if (name == identifier->name)
+            if (name == identifier->name())
             {
                 ColumnWithTypeAndName column;
                 Field converted = convertFieldToType(value, *type);
diff --git a/src/Interpreters/executeQuery.cpp b/src/Interpreters/executeQuery.cpp
index d66fdeea46f..8faccf7bc7b 100644
--- a/src/Interpreters/executeQuery.cpp
+++ b/src/Interpreters/executeQuery.cpp
@@ -17,6 +17,7 @@
 
 #include <Parsers/ASTInsertQuery.h>
 #include <Parsers/ASTSelectQuery.h>
+#include <Parsers/ASTSelectWithUnionQuery.h>
 #include <Parsers/ASTShowProcesslistQuery.h>
 #include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTLiteral.h>
@@ -31,6 +32,7 @@
 #include <Access/EnabledQuota.h>
 #include <Interpreters/InterpreterFactory.h>
 #include <Interpreters/ProcessList.h>
+#include <Interpreters/OpenTelemetrySpanLog.h>
 #include <Interpreters/QueryLog.h>
 #include <Interpreters/InterpreterSetQuery.h>
 #include <Interpreters/ApplyWithGlobalVisitor.h>
@@ -139,15 +141,26 @@ static void logQuery(const String & query, const Context & context, bool interna
     }
     else
     {
-        const auto & current_query_id = context.getClientInfo().current_query_id;
-        const auto & initial_query_id = context.getClientInfo().initial_query_id;
-        const auto & current_user = context.getClientInfo().current_user;
+        const auto & client_info = context.getClientInfo();
+
+        const auto & current_query_id = client_info.current_query_id;
+        const auto & initial_query_id = client_info.initial_query_id;
+        const auto & current_user = client_info.current_user;
 
         LOG_DEBUG(&Poco::Logger::get("executeQuery"), "(from {}{}{}) {}",
-            context.getClientInfo().current_address.toString(),
-            (current_user != "default" ? ", user: " + context.getClientInfo().current_user : ""),
+            client_info.current_address.toString(),
+            (current_user != "default" ? ", user: " + current_user : ""),
             (!initial_query_id.empty() && current_query_id != initial_query_id ? ", initial_query_id: " + initial_query_id : std::string()),
             joinLines(query));
+
+        if (client_info.opentelemetry_trace_id)
+        {
+            LOG_TRACE(&Poco::Logger::get("executeQuery"),
+                "OpenTelemetry trace id {:x}, span id {}, parent span id {}",
+                client_info.opentelemetry_trace_id,
+                client_info.opentelemetry_span_id,
+                client_info.opentelemetry_parent_span_id);
+        }
     }
 }
 
@@ -157,7 +170,7 @@ static void setExceptionStackTrace(QueryLogElement & elem)
 {
     /// Disable memory tracker for stack trace.
     /// Because if exception is "Memory limit (for query) exceed", then we probably can't allocate another one string.
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     try
     {
@@ -194,7 +207,7 @@ inline UInt64 time_in_seconds(std::chrono::time_point<std::chrono::system_clock>
     return std::chrono::duration_cast<std::chrono::seconds>(timepoint.time_since_epoch()).count();
 }
 
-static void onExceptionBeforeStart(const String & query_for_logging, Context & context, time_t current_time, UInt64 current_time_microseconds, ASTPtr ast)
+static void onExceptionBeforeStart(const String & query_for_logging, Context & context, UInt64 current_time_us, ASTPtr ast)
 {
     /// Exception before the query execution.
     if (auto quota = context.getQuota())
@@ -209,11 +222,11 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
 
     // all callers to onExceptionBeforeStart method construct the timespec for event_time and
     // event_time_microseconds from the same time point. So, it can be assumed that both of these
-    // times are equal upto the precision of a second.
-    elem.event_time = current_time;
-    elem.event_time_microseconds = current_time_microseconds;
-    elem.query_start_time = current_time;
-    elem.query_start_time_microseconds = current_time_microseconds;
+    // times are equal up to the precision of a second.
+    elem.event_time = current_time_us / 1000000;
+    elem.event_time_microseconds = current_time_us;
+    elem.query_start_time = current_time_us / 1000000;
+    elem.query_start_time_microseconds = current_time_us;
 
     elem.current_database = context.getCurrentDatabase();
     elem.query = query_for_logging;
@@ -229,10 +242,43 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
     /// Update performance counters before logging to query_log
     CurrentThread::finalizePerformanceCounters();
 
-    if (settings.log_queries && elem.type >= settings.log_queries_min_type)
+    if (settings.log_queries && elem.type >= settings.log_queries_min_type && !settings.log_queries_min_query_duration_ms.totalMilliseconds())
         if (auto query_log = context.getQueryLog())
             query_log->add(elem);
 
+    if (auto opentelemetry_span_log = context.getOpenTelemetrySpanLog();
+        context.getClientInfo().opentelemetry_trace_id
+            && opentelemetry_span_log)
+    {
+        OpenTelemetrySpanLogElement span;
+        span.trace_id = context.getClientInfo().opentelemetry_trace_id;
+        span.span_id = context.getClientInfo().opentelemetry_span_id;
+        span.parent_span_id = context.getClientInfo().opentelemetry_parent_span_id;
+        span.operation_name = "query";
+        span.start_time_us = current_time_us;
+        span.finish_time_us = current_time_us;
+        span.duration_ns = 0;
+
+        // keep values synchonized to type enum in QueryLogElement::createBlock
+        span.attribute_names.push_back("clickhouse.query_status");
+        span.attribute_values.push_back("ExceptionBeforeStart");
+
+        span.attribute_names.push_back("db.statement");
+        span.attribute_values.push_back(elem.query);
+
+        span.attribute_names.push_back("clickhouse.query_id");
+        span.attribute_values.push_back(elem.client_info.current_query_id);
+
+        if (!context.getClientInfo().opentelemetry_tracestate.empty())
+        {
+            span.attribute_names.push_back("clickhouse.tracestate");
+            span.attribute_values.push_back(
+                context.getClientInfo().opentelemetry_tracestate);
+        }
+
+        opentelemetry_span_log->add(span);
+    }
+
     ProfileEvents::increment(ProfileEvents::FailedQuery);
 
     if (ast)
@@ -266,12 +312,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
     bool has_query_tail,
     ReadBuffer * istr)
 {
-    // current_time and current_time_microseconds are both constructed from the same time point
-    // to ensure that both the times are equal upto the precision of a second.
-    const auto now = std::chrono::system_clock::now();
-
-    auto current_time = time_in_seconds(now);
-    auto current_time_microseconds = time_in_microseconds(now);
+    const auto current_time = std::chrono::system_clock::now();
 
     /// If we already executing query and it requires to execute internal query, than
     /// don't replace thread context with given (it can be temporary). Otherwise, attach context to thread.
@@ -283,7 +324,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
     const Settings & settings = context.getSettingsRef();
 
-    ParserQuery parser(end, settings.enable_debug_queries);
+    ParserQuery parser(end);
     ASTPtr ast;
     const char * query_end;
 
@@ -297,6 +338,27 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
         /// TODO Parser should fail early when max_query_size limit is reached.
         ast = parseQuery(parser, begin, end, "", max_query_size, settings.max_parser_depth);
 
+        /// Interpret SETTINGS clauses as early as possible (before invoking the corresponding interpreter),
+        /// to allow settings to take effect.
+        if (const auto * select_query = ast->as<ASTSelectQuery>())
+        {
+            if (auto new_settings = select_query->settings())
+                InterpreterSetQuery(new_settings, context).executeForCurrentContext();
+        }
+        else if (const auto * select_with_union_query = ast->as<ASTSelectWithUnionQuery>())
+        {
+            if (!select_with_union_query->list_of_selects->children.empty())
+            {
+                if (auto new_settings = select_with_union_query->list_of_selects->children.back()->as<ASTSelectQuery>()->settings())
+                    InterpreterSetQuery(new_settings, context).executeForCurrentContext();
+            }
+        }
+        else if (const auto * query_with_output = dynamic_cast<const ASTQueryWithOutput *>(ast.get()))
+        {
+            if (query_with_output->settings_ast)
+                InterpreterSetQuery(query_with_output->settings_ast, context).executeForCurrentContext();
+        }
+
         auto * insert_query = ast->as<ASTInsertQuery>();
 
         if (insert_query && insert_query->settings_ast)
@@ -322,7 +384,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
         if (!internal)
         {
-            onExceptionBeforeStart(query_for_logging, context, current_time, current_time_microseconds, ast);
+            onExceptionBeforeStart(query_for_logging, context, time_in_microseconds(current_time), ast);
         }
 
         throw;
@@ -338,28 +400,26 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
     try
     {
-        bool ast_modified = false;
         /// Replace ASTQueryParameter with ASTLiteral for prepared statements.
         if (context.hasQueryParameters())
         {
             ReplaceQueryParameterVisitor visitor(context.getQueryParameters());
             visitor.visit(ast);
-            ast_modified = true;
+            query = serializeAST(*ast);
         }
 
+        /// MUST goes before any modification (except for prepared statements,
+        /// since it substitute parameters and w/o them query does not contains
+        /// parameters), to keep query as-is in query_log and server log.
+        query_for_logging = prepareQueryForLogging(query, context);
+        logQuery(query_for_logging, context, internal);
+
         /// Propagate WITH statement to children ASTSelect.
         if (settings.enable_global_with_statement)
         {
             ApplyWithGlobalVisitor().visit(ast);
-            ast_modified = true;
-        }
-
-        if (ast_modified)
             query = serializeAST(*ast);
-
-        query_for_logging = prepareQueryForLogging(query, context);
-
-        logQuery(query_for_logging, context, internal);
+        }
 
         /// Check the limits.
         checkASTSizeLimits(*ast, settings);
@@ -423,9 +483,6 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
         QueryPipeline & pipeline = res.pipeline;
         bool use_processors = pipeline.initialized();
 
-        if (res.pipeline.initialized())
-            use_processors = true;
-
         if (const auto * insert_interpreter = typeid_cast<const InterpreterInsertQuery *>(&*interpreter))
         {
             /// Save insertion table (not table function). TODO: support remote() table function.
@@ -496,10 +553,10 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
             elem.type = QueryLogElementType::QUERY_START;
 
-            elem.event_time = current_time;
-            elem.event_time_microseconds = current_time_microseconds;
-            elem.query_start_time = current_time;
-            elem.query_start_time_microseconds = current_time_microseconds;
+            elem.event_time = time_in_seconds(current_time);
+            elem.event_time_microseconds = time_in_microseconds(current_time);
+            elem.query_start_time = time_in_seconds(current_time);
+            elem.query_start_time_microseconds = time_in_microseconds(current_time);
 
             elem.current_database = context.getCurrentDatabase();
             elem.query = query_for_logging;
@@ -514,7 +571,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 if (settings.log_query_settings)
                     elem.query_settings = std::make_shared<Settings>(context.getSettingsRef());
 
-                if (elem.type >= settings.log_queries_min_type)
+                if (elem.type >= settings.log_queries_min_type && !settings.log_queries_min_query_duration_ms.totalMilliseconds())
                 {
                     if (auto query_log = context.getQueryLog())
                         query_log->add(elem);
@@ -550,8 +607,12 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             };
 
             /// Also make possible for caller to log successful query finish and exception during execution.
-            auto finish_callback = [elem, &context, ast, log_queries, log_queries_min_type = settings.log_queries_min_type,
-                status_info_to_query_log]
+            auto finish_callback = [elem, &context, ast,
+                 log_queries,
+                 log_queries_min_type = settings.log_queries_min_type,
+                 log_queries_min_query_duration_ms = settings.log_queries_min_query_duration_ms.totalMilliseconds(),
+                 status_info_to_query_log
+            ]
                 (IBlockInputStream * stream_in, IBlockOutputStream * stream_out, QueryPipeline * query_pipeline) mutable
             {
                 QueryStatus * process_list_elem = context.getProcessListElement();
@@ -570,9 +631,9 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
                 // construct event_time and event_time_microseconds using the same time point
                 // so that the two times will always be equal up to a precision of a second.
-                const auto time_now = std::chrono::system_clock::now();
-                elem.event_time = time_in_seconds(time_now);
-                elem.event_time_microseconds = time_in_microseconds(time_now);
+                const auto finish_time = std::chrono::system_clock::now();
+                elem.event_time = time_in_seconds(finish_time);
+                elem.event_time_microseconds = time_in_microseconds(finish_time);
                 status_info_to_query_log(elem, info, ast);
 
                 auto progress_callback = context.getProgressCallback();
@@ -617,15 +678,50 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 elem.thread_ids = std::move(info.thread_ids);
                 elem.profile_counters = std::move(info.profile_counters);
 
-                if (log_queries && elem.type >= log_queries_min_type)
+                if (log_queries && elem.type >= log_queries_min_type && Int64(elem.query_duration_ms) >= log_queries_min_query_duration_ms)
                 {
                     if (auto query_log = context.getQueryLog())
                         query_log->add(elem);
                 }
+
+                if (auto opentelemetry_span_log = context.getOpenTelemetrySpanLog();
+                    context.getClientInfo().opentelemetry_trace_id
+                        && opentelemetry_span_log)
+                {
+                    OpenTelemetrySpanLogElement span;
+                    span.trace_id = context.getClientInfo().opentelemetry_trace_id;
+                    span.span_id = context.getClientInfo().opentelemetry_span_id;
+                    span.parent_span_id = context.getClientInfo().opentelemetry_parent_span_id;
+                    span.operation_name = "query";
+                    span.start_time_us = elem.query_start_time_microseconds;
+                    span.finish_time_us = time_in_microseconds(finish_time);
+                    span.duration_ns = elapsed_seconds * 1000000000;
+
+                    // keep values synchonized to type enum in QueryLogElement::createBlock
+                    span.attribute_names.push_back("clickhouse.query_status");
+                    span.attribute_values.push_back("QueryFinish");
+
+                    span.attribute_names.push_back("db.statement");
+                    span.attribute_values.push_back(elem.query);
+
+                    span.attribute_names.push_back("clickhouse.query_id");
+                    span.attribute_values.push_back(elem.client_info.current_query_id);
+                    if (!context.getClientInfo().opentelemetry_tracestate.empty())
+                    {
+                        span.attribute_names.push_back("clickhouse.tracestate");
+                        span.attribute_values.push_back(
+                            context.getClientInfo().opentelemetry_tracestate);
+                    }
+
+                    opentelemetry_span_log->add(span);
+                }
             };
 
-            auto exception_callback = [elem, &context, ast, log_queries, log_queries_min_type = settings.log_queries_min_type, quota(quota),
-                    status_info_to_query_log] () mutable
+            auto exception_callback = [elem, &context, ast,
+                 log_queries,
+                 log_queries_min_type = settings.log_queries_min_type,
+                 log_queries_min_query_duration_ms = settings.log_queries_min_query_duration_ms.totalMilliseconds(),
+                 quota(quota), status_info_to_query_log] () mutable
             {
                 if (quota)
                     quota->used(Quota::ERRORS, 1, /* check_exceeded = */ false);
@@ -633,7 +729,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 elem.type = QueryLogElementType::EXCEPTION_WHILE_PROCESSING;
 
                 // event_time and event_time_microseconds are being constructed from the same time point
-                // to ensure that both the times will be equal upto the precision of a second.
+                // to ensure that both the times will be equal up to the precision of a second.
                 const auto time_now = std::chrono::system_clock::now();
 
                 elem.event_time = time_in_seconds(time_now);
@@ -659,7 +755,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 logException(context, elem);
 
                 /// In case of exception we log internal queries also
-                if (log_queries && elem.type >= log_queries_min_type)
+                if (log_queries && elem.type >= log_queries_min_type && Int64(elem.query_duration_ms) >= log_queries_min_query_duration_ms)
                 {
                     if (auto query_log = context.getQueryLog())
                         query_log->add(elem);
@@ -696,7 +792,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             if (query_for_logging.empty())
                 query_for_logging = prepareQueryForLogging(query, context);
 
-            onExceptionBeforeStart(query_for_logging, context, current_time, current_time_microseconds, ast);
+            onExceptionBeforeStart(query_for_logging, context, time_in_microseconds(current_time), ast);
         }
 
         throw;
@@ -732,12 +828,12 @@ BlockIO executeQuery(
 }
 
 BlockIO executeQuery(
-        const String & query,
-        Context & context,
-        bool internal,
-        QueryProcessingStage::Enum stage,
-        bool may_have_embedded_data,
-        bool allow_processors)
+    const String & query,
+    Context & context,
+    bool internal,
+    QueryProcessingStage::Enum stage,
+    bool may_have_embedded_data,
+    bool allow_processors)
 {
     BlockIO res = executeQuery(query, context, internal, stage, may_have_embedded_data);
 
@@ -806,7 +902,6 @@ void executeQuery(
         }
         else if (streams.in)
         {
-            /// FIXME: try to prettify this cast using `as<>()`
             const auto * ast_query_with_output = dynamic_cast<const ASTQueryWithOutput *>(ast.get());
 
             WriteBuffer * out_buf = &ostr;
@@ -825,9 +920,6 @@ void executeQuery(
                 ? getIdentifierName(ast_query_with_output->format)
                 : context.getDefaultFormat();
 
-            if (ast_query_with_output && ast_query_with_output->settings_ast)
-                InterpreterSetQuery(ast_query_with_output->settings_ast, context).executeForCurrentContext();
-
             BlockOutputStreamPtr out = context.getOutputFormat(format_name, *out_buf, streams.in->getHeader());
 
             /// Save previous progress callback if any. TODO Do it more conveniently.
@@ -866,9 +958,6 @@ void executeQuery(
                                  ? getIdentifierName(ast_query_with_output->format)
                                  : context.getDefaultFormat();
 
-            if (ast_query_with_output && ast_query_with_output->settings_ast)
-                InterpreterSetQuery(ast_query_with_output->settings_ast, context).executeForCurrentContext();
-
             if (!pipeline.isCompleted())
             {
                 pipeline.addSimpleTransform([](const Block & header)
diff --git a/src/Interpreters/getClusterName.cpp b/src/Interpreters/getClusterName.cpp
index 60040ce4cb0..01e45e1d650 100644
--- a/src/Interpreters/getClusterName.cpp
+++ b/src/Interpreters/getClusterName.cpp
@@ -19,7 +19,7 @@ namespace ErrorCodes
 std::string getClusterName(const IAST & node)
 {
     if (const auto * ast_id = node.as<ASTIdentifier>())
-        return ast_id->name;
+        return ast_id->name();
 
     if (const auto * ast_lit = node.as<ASTLiteral>())
         return ast_lit->value.safeGet<String>();
diff --git a/src/Interpreters/tests/two_level_hash_map.cpp b/src/Interpreters/tests/two_level_hash_map.cpp
index f79be16e095..33fd5ee8305 100644
--- a/src/Interpreters/tests/two_level_hash_map.cpp
+++ b/src/Interpreters/tests/two_level_hash_map.cpp
@@ -128,7 +128,7 @@ int main(int argc, char ** argv)
         std::cerr << "sum_counts: " << sum_counts << ", elems: " << elems << std::endl;
 
         if (sum_counts != n)
-            std::cerr << "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!" << std::endl;
+            std::cerr << "Error!" << std::endl;
     }
 
     return 0;
diff --git a/src/Interpreters/ya.make b/src/Interpreters/ya.make
index 4c0b64934c7..1c463eff7e4 100644
--- a/src/Interpreters/ya.make
+++ b/src/Interpreters/ya.make
@@ -14,7 +14,6 @@ PEERDIR(
 
 NO_COMPILER_WARNINGS()
 
-CFLAGS(-g0)
 
 SRCS(
     ActionLocksManager.cpp
@@ -119,6 +118,7 @@ SRCS(
     MutationsInterpreter.cpp
     MySQL/InterpretersMySQLDDLQuery.cpp
     NullableUtils.cpp
+    OpenTelemetrySpanLog.cpp
     OptimizeIfChains.cpp
     OptimizeIfWithConstantConditionVisitor.cpp
     PartLog.cpp
diff --git a/src/Interpreters/ya.make.in b/src/Interpreters/ya.make.in
index da34c1e3680..2445a9ba850 100644
--- a/src/Interpreters/ya.make.in
+++ b/src/Interpreters/ya.make.in
@@ -13,7 +13,6 @@ PEERDIR(
 
 NO_COMPILER_WARNINGS()
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -F JIT | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Parsers/ASTColumnsTransformers.cpp b/src/Parsers/ASTColumnsTransformers.cpp
index 43d54f07ab8..a8f39079902 100644
--- a/src/Parsers/ASTColumnsTransformers.cpp
+++ b/src/Parsers/ASTColumnsTransformers.cpp
@@ -30,16 +30,21 @@ void IASTColumnsTransformer::transform(const ASTPtr & transformer, ASTs & nodes)
     }
 }
 
-void ASTColumnsApplyTransformer::formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const
+void ASTColumnsApplyTransformer::formatImpl(const FormatSettings & settings, FormatState & state, FormatStateStacked frame) const
 {
-    settings.ostr << (settings.hilite ? hilite_keyword : "") << "APPLY" << (settings.hilite ? hilite_none : "") << "(" << func_name << ")";
+    settings.ostr << (settings.hilite ? hilite_keyword : "") << "APPLY" << (settings.hilite ? hilite_none : "") << "(" << func_name;
+    if (parameters)
+        parameters->formatImpl(settings, state, frame);
+    settings.ostr << ")";
 }
 
 void ASTColumnsApplyTransformer::transform(ASTs & nodes) const
 {
     for (auto & column : nodes)
     {
-        column = makeASTFunction(func_name, column);
+        auto function = makeASTFunction(func_name, column);
+        function->parameters = parameters;
+        column = function;
     }
 }
 
@@ -71,7 +76,7 @@ void ASTColumnsExceptTransformer::transform(ASTs & nodes) const
                 {
                     for (const auto & except_child : children)
                     {
-                        if (except_child->as<const ASTIdentifier &>().name == id->shortName())
+                        if (except_child->as<const ASTIdentifier &>().name() == id->shortName())
                             return true;
                     }
                 }
diff --git a/src/Parsers/ASTColumnsTransformers.h b/src/Parsers/ASTColumnsTransformers.h
index 4b7a933647e..38dbb80d7f8 100644
--- a/src/Parsers/ASTColumnsTransformers.h
+++ b/src/Parsers/ASTColumnsTransformers.h
@@ -18,10 +18,13 @@ public:
     ASTPtr clone() const override
     {
         auto res = std::make_shared<ASTColumnsApplyTransformer>(*this);
+        if (parameters)
+            res->parameters = parameters->clone();
         return res;
     }
     void transform(ASTs & nodes) const override;
     String func_name;
+    ASTPtr parameters;
 
 protected:
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
diff --git a/src/Parsers/ASTCreateQuery.cpp b/src/Parsers/ASTCreateQuery.cpp
index 8c5681c3a9c..4efe5476395 100644
--- a/src/Parsers/ASTCreateQuery.cpp
+++ b/src/Parsers/ASTCreateQuery.cpp
@@ -124,6 +124,8 @@ ASTPtr ASTColumns::clone() const
         res->set(res->indices, indices->clone());
     if (constraints)
         res->set(res->constraints, constraints->clone());
+    if (primary_key)
+        res->set(res->primary_key, primary_key->clone());
 
     return res;
 }
diff --git a/src/Parsers/ASTCreateQuery.h b/src/Parsers/ASTCreateQuery.h
index 5d69d86bd61..454a3993dfd 100644
--- a/src/Parsers/ASTCreateQuery.h
+++ b/src/Parsers/ASTCreateQuery.h
@@ -41,6 +41,7 @@ public:
     ASTExpressionList * columns = nullptr;
     ASTExpressionList * indices = nullptr;
     ASTExpressionList * constraints = nullptr;
+    IAST              * primary_key = nullptr;
 
     String getID(char) const override { return "Columns definition"; }
 
diff --git a/src/Parsers/ASTExplainQuery.h b/src/Parsers/ASTExplainQuery.h
index 0c376e270d4..95a3a362030 100644
--- a/src/Parsers/ASTExplainQuery.h
+++ b/src/Parsers/ASTExplainQuery.h
@@ -19,12 +19,9 @@ public:
         QueryPipeline, /// 'EXPLAIN PIPELINE ...'
     };
 
-    ASTExplainQuery(ExplainKind kind_, bool old_syntax_)
-        : kind(kind_), old_syntax(old_syntax_)
-    {
-    }
+    explicit ASTExplainQuery(ExplainKind kind_) : kind(kind_) {}
 
-    String getID(char delim) const override { return "Explain" + (delim + toString(kind, old_syntax)); }
+    String getID(char delim) const override { return "Explain" + (delim + toString(kind)); }
     ExplainKind getKind() const { return kind; }
     ASTPtr clone() const override
     {
@@ -53,7 +50,7 @@ public:
 protected:
     void formatQueryImpl(const FormatSettings & settings, FormatState & state, FormatStateStacked frame) const override
     {
-        settings.ostr << (settings.hilite ? hilite_keyword : "") << toString(kind, old_syntax) << (settings.hilite ? hilite_none : "");
+        settings.ostr << (settings.hilite ? hilite_keyword : "") << toString(kind) << (settings.hilite ? hilite_none : "");
 
         if (ast_settings)
         {
@@ -67,17 +64,16 @@ protected:
 
 private:
     ExplainKind kind;
-    bool old_syntax; /// "EXPLAIN AST" -> "AST", "EXPLAIN SYNTAX" -> "ANALYZE"
 
     ASTPtr query;
     ASTPtr ast_settings;
 
-    static String toString(ExplainKind kind, bool old_syntax)
+    static String toString(ExplainKind kind)
     {
         switch (kind)
         {
-            case ParsedAST: return old_syntax ? "AST" : "EXPLAIN AST";
-            case AnalyzedSyntax: return old_syntax ? "ANALYZE" : "EXPLAIN SYNTAX";
+            case ParsedAST: return "EXPLAIN AST";
+            case AnalyzedSyntax: return "EXPLAIN SYNTAX";
             case QueryPlan: return "EXPLAIN";
             case QueryPipeline: return "EXPLAIN PIPELINE";
         }
diff --git a/src/Parsers/ASTIdentifier.cpp b/src/Parsers/ASTIdentifier.cpp
index 9117be46e51..5a66bc7891d 100644
--- a/src/Parsers/ASTIdentifier.cpp
+++ b/src/Parsers/ASTIdentifier.cpp
@@ -1,10 +1,10 @@
-#include <Common/typeid_cast.h>
 #include <Parsers/ASTIdentifier.h>
-#include <Parsers/queryToString.h>
+
 #include <IO/WriteBufferFromOStream.h>
 #include <IO/WriteHelpers.h>
 #include <Interpreters/IdentifierSemantic.h>
 #include <Interpreters/StorageID.h>
+#include <Parsers/queryToString.h>
 
 
 namespace DB
@@ -16,6 +16,49 @@ namespace ErrorCodes
     extern const int SYNTAX_ERROR;
 }
 
+ASTIdentifier::ASTIdentifier(const String & short_name, ASTPtr && name_param)
+    : full_name(short_name), name_parts{short_name}, semantic(std::make_shared<IdentifierSemanticImpl>())
+{
+    if (name_param == nullptr)
+        assert(!full_name.empty());
+    else
+        children.push_back(std::move(name_param));
+}
+
+ASTIdentifier::ASTIdentifier(std::vector<String> && name_parts_, bool special, std::vector<ASTPtr> && name_params)
+    : name_parts(name_parts_), semantic(std::make_shared<IdentifierSemanticImpl>())
+{
+    assert(!name_parts.empty());
+    semantic->special = special;
+    semantic->legacy_compound = true;
+    if (!name_params.empty())
+    {
+        size_t params = 0;
+        for (const auto & part [[maybe_unused]] : name_parts)
+        {
+            if (part.empty())
+                ++params;
+        }
+        assert(params == name_params.size());
+        children = std::move(name_params);
+    }
+    else
+    {
+        for (const auto & part [[maybe_unused]] : name_parts)
+            assert(!part.empty());
+
+        if (!special && name_parts.size() >= 2)
+            semantic->table = name_parts.end()[-2];
+
+        resetFullName();
+    }
+}
+
+ASTPtr ASTIdentifier::getParam() const
+{
+    assert(full_name.empty() && children.size() == 1);
+    return children.front()->clone();
+}
 
 ASTPtr ASTIdentifier::clone() const
 {
@@ -24,54 +67,35 @@ ASTPtr ASTIdentifier::clone() const
     return ret;
 }
 
-std::shared_ptr<ASTIdentifier> ASTIdentifier::createSpecial(const String & name, std::vector<String> && name_parts)
+bool ASTIdentifier::supposedToBeCompound() const
 {
-    auto ret = std::make_shared<ASTIdentifier>(name, std::move(name_parts));
-    ret->semantic->special = true;
-    return ret;
+    return semantic->legacy_compound;
 }
 
-ASTIdentifier::ASTIdentifier(const String & name_, std::vector<String> && name_parts_)
-    : name(name_)
-    , name_parts(name_parts_)
-    , semantic(std::make_shared<IdentifierSemanticImpl>())
-{
-    if (!name_parts.empty() && name_parts[0].empty())
-        name_parts.erase(name_parts.begin());
-
-    if (name.empty())
-    {
-        if (name_parts.size() == 2)
-            name = name_parts[0] + '.' + name_parts[1];
-        else if (name_parts.size() == 1)
-            name = name_parts[0];
-    }
-}
-
-ASTIdentifier::ASTIdentifier(std::vector<String> && name_parts_)
-    : ASTIdentifier("", std::move(name_parts_))
-{}
-
 void ASTIdentifier::setShortName(const String & new_name)
 {
-    name = new_name;
-    name_parts.clear();
+    assert(!new_name.empty());
+
+    full_name = new_name;
+    name_parts = {new_name};
 
     bool special = semantic->special;
     *semantic = IdentifierSemanticImpl();
     semantic->special = special;
 }
 
-void ASTIdentifier::restoreCompoundName()
+const String & ASTIdentifier::name() const
 {
-    if (name_parts.empty())
-        return;
-    name = name_parts[0];
-    for (size_t i = 1; i < name_parts.size(); ++i)
-        name += '.' + name_parts[i];
+    if (children.empty())
+    {
+        assert(!name_parts.empty());
+        assert(!full_name.empty());
+    }
+
+    return full_name;
 }
 
-void ASTIdentifier::formatImplWithoutAlias(const FormatSettings & settings, FormatState &, FormatStateStacked) const
+void ASTIdentifier::formatImplWithoutAlias(const FormatSettings & settings, FormatState & state, FormatStateStacked frame) const
 {
     auto format_element = [&](const String & elem_name)
     {
@@ -83,30 +107,46 @@ void ASTIdentifier::formatImplWithoutAlias(const FormatSettings & settings, Form
     /// It could be compound but short
     if (!isShort())
     {
-        for (size_t i = 0, size = name_parts.size(); i < size; ++i)
+        for (size_t i = 0, j = 0, size = name_parts.size(); i < size; ++i)
         {
             if (i != 0)
                 settings.ostr << '.';
 
-            format_element(name_parts[i]);
+            if (name_parts[i].empty())
+                children[j++]->formatImpl(settings, state, frame);
+            else
+                format_element(name_parts[i]);
         }
     }
     else
     {
-        format_element(name);
+        const auto & name = shortName();
+        if (name.empty())
+            children.front()->formatImpl(settings, state, frame);
+        else
+            format_element(name);
     }
 }
 
 void ASTIdentifier::appendColumnNameImpl(WriteBuffer & ostr) const
 {
-    writeString(name, ostr);
+    writeString(name(), ostr);
+}
+
+void ASTIdentifier::restoreTable()
+{
+    if (!compound())
+    {
+        name_parts.insert(name_parts.begin(), semantic->table);
+        resetFullName();
+    }
 }
 
 void ASTIdentifier::resetTable(const String & database_name, const String & table_name)
 {
     auto ast = createTableIdentifier(database_name, table_name);
     auto & ident = ast->as<ASTIdentifier &>();
-    name.swap(ident.name);
+    full_name.swap(ident.full_name);
     name_parts.swap(ident.name_parts);
     uuid = ident.uuid;
 }
@@ -117,6 +157,13 @@ void ASTIdentifier::updateTreeHashImpl(SipHash & hash_state) const
     IAST::updateTreeHashImpl(hash_state);
 }
 
+void ASTIdentifier::resetFullName()
+{
+    full_name = name_parts[0];
+    for (size_t i = 1; i < name_parts.size(); ++i)
+        full_name += '.' + name_parts[i];
+}
+
 ASTPtr createTableIdentifier(const String & database_name, const String & table_name)
 {
     assert(database_name != "_temporary_and_external_tables");
@@ -127,9 +174,9 @@ ASTPtr createTableIdentifier(const StorageID & table_id)
 {
     std::shared_ptr<ASTIdentifier> res;
     if (table_id.database_name.empty())
-        res = ASTIdentifier::createSpecial(table_id.table_name);
+        res = std::make_shared<ASTIdentifier>(std::vector<String>{table_id.table_name}, true);
     else
-        res = ASTIdentifier::createSpecial(table_id.database_name + "." + table_id.table_name, {table_id.database_name, table_id.table_name});
+        res = std::make_shared<ASTIdentifier>(std::vector<String>{table_id.database_name, table_id.table_name}, true);
     res->uuid = table_id.uuid;
     return res;
 }
@@ -156,7 +203,7 @@ bool tryGetIdentifierNameInto(const IAST * ast, String & name)
     {
         if (const auto * node = ast->as<ASTIdentifier>())
         {
-            name = node->name;
+            name = node->name();
             return true;
         }
     }
@@ -180,7 +227,7 @@ StorageID getTableIdentifier(const ASTPtr & ast)
 
     if (identifier.name_parts.size() == 2)
         return { identifier.name_parts[0], identifier.name_parts[1], identifier.uuid };
-    return { "", identifier.name, identifier.uuid };
+    return { "", identifier.name_parts[0], identifier.uuid };
 }
 
 }
diff --git a/src/Parsers/ASTIdentifier.h b/src/Parsers/ASTIdentifier.h
index 5c06fa7fa38..205b3bb9ad1 100644
--- a/src/Parsers/ASTIdentifier.h
+++ b/src/Parsers/ASTIdentifier.h
@@ -2,6 +2,7 @@
 
 #include <optional>
 
+#include <Parsers/ASTQueryParameter.h>
 #include <Parsers/ASTWithAlias.h>
 #include <Core/UUID.h>
 
@@ -17,60 +18,59 @@ struct StorageID;
 /// Identifier (column, table or alias)
 class ASTIdentifier : public ASTWithAlias
 {
+    friend class ReplaceQueryParameterVisitor;
 public:
-    /// The composite identifier will have a concatenated name (of the form a.b.c),
-    /// and individual components will be available inside the name_parts.
-    String name;
     UUID uuid = UUIDHelpers::Nil;
 
-    ASTIdentifier(const String & name_, std::vector<String> && name_parts_ = {});
-    ASTIdentifier(std::vector<String> && name_parts_);
+    explicit ASTIdentifier(const String & short_name, ASTPtr && name_param = {});
+    explicit ASTIdentifier(std::vector<String> && name_parts, bool special = false, std::vector<ASTPtr> && name_params = {});
 
     /** Get the text that identifies this element. */
-    String getID(char delim) const override { return "Identifier" + (delim + name); }
+    String getID(char delim) const override { return "Identifier" + (delim + name()); }
+
+    /** Get the query param out of a non-compound identifier. */
+    ASTPtr getParam() const;
 
     ASTPtr clone() const override;
 
-    void collectIdentifierNames(IdentifierNameSet & set) const override
-    {
-        set.insert(name);
-    }
+    void collectIdentifierNames(IdentifierNameSet & set) const override { set.insert(name()); }
 
-    bool compound() const { return !name_parts.empty(); }
-    bool isShort() const { return name_parts.empty() || name == name_parts.back(); }
+    bool compound() const { return name_parts.size() > 1; }
+    bool isShort() const { return name_parts.size() == 1; }
+    bool supposedToBeCompound() const;  // TODO(ilezhankin): get rid of this
 
     void setShortName(const String & new_name);
 
-    /// Restore name field from name_parts in case it was cropped by analyzer but we need a full form for future (re)analyze.
-    void restoreCompoundName();
+    /// The composite identifier will have a concatenated name (of the form a.b.c),
+    /// and individual components will be available inside the name_parts.
+    const String & shortName() const { return name_parts.back(); }
+    const String & name() const;
 
-    const String & shortName() const
-    {
-        if (!name_parts.empty())
-            return name_parts.back();
-        return name;
-    }
+    void restoreTable();  // TODO(ilezhankin): get rid of this
 
-    void resetTable(const String & database_name, const String & table_name);
+    // FIXME: used only when it's needed to rewrite distributed table name to real remote table name.
+    void resetTable(const String & database_name, const String & table_name);  // TODO(ilezhankin): get rid of this
 
     void updateTreeHashImpl(SipHash & hash_state) const override;
 
 protected:
+    String full_name;
+    std::vector<String> name_parts;
+
     void formatImplWithoutAlias(const FormatSettings & settings, FormatState & state, FormatStateStacked frame) const override;
     void appendColumnNameImpl(WriteBuffer & ostr) const override;
 
 private:
     using ASTWithAlias::children; /// ASTIdentifier is child free
 
-    std::vector<String> name_parts;
     std::shared_ptr<IdentifierSemanticImpl> semantic; /// pimpl
 
-    static std::shared_ptr<ASTIdentifier> createSpecial(const String & name, std::vector<String> && name_parts = {});
-
     friend struct IdentifierSemantic;
     friend ASTPtr createTableIdentifier(const StorageID & table_id);
     friend void setIdentifierSpecial(ASTPtr & ast);
     friend StorageID getTableIdentifier(const ASTPtr & ast);
+
+    void resetFullName();
 };
 
 
diff --git a/src/Parsers/ASTSystemQuery.cpp b/src/Parsers/ASTSystemQuery.cpp
index 5ed1757e1ce..9cbb6ae94f6 100644
--- a/src/Parsers/ASTSystemQuery.cpp
+++ b/src/Parsers/ASTSystemQuery.cpp
@@ -118,7 +118,8 @@ void ASTSystemQuery::formatImpl(const FormatSettings & settings, FormatState &,
                       << (settings.hilite ? hilite_none : "");
     };
 
-    auto print_drop_replica = [&] {
+    auto print_drop_replica = [&]
+    {
         settings.ostr << " " << quoteString(replica);
         if (!table.empty())
         {
@@ -140,6 +141,16 @@ void ASTSystemQuery::formatImpl(const FormatSettings & settings, FormatState &,
         }
     };
 
+    auto print_on_volume = [&]
+    {
+        settings.ostr << " ON VOLUME "
+                      << (settings.hilite ? hilite_identifier : "") << backQuoteIfNeed(storage_policy)
+                      << (settings.hilite ? hilite_none : "")
+                      << "."
+                      << (settings.hilite ? hilite_identifier : "") << backQuoteIfNeed(volume)
+                      << (settings.hilite ? hilite_none : "");
+    };
+
     if (!cluster.empty())
         formatOnCluster(settings);
 
@@ -160,6 +171,8 @@ void ASTSystemQuery::formatImpl(const FormatSettings & settings, FormatState &,
     {
         if (!table.empty())
             print_database_table();
+        else if (!volume.empty())
+            print_on_volume();
     }
     else if (type == Type::RESTART_REPLICA || type == Type::SYNC_REPLICA || type == Type::FLUSH_DISTRIBUTED)
     {
diff --git a/src/Parsers/ASTSystemQuery.h b/src/Parsers/ASTSystemQuery.h
index b2ffa706e19..f8f803e1c0c 100644
--- a/src/Parsers/ASTSystemQuery.h
+++ b/src/Parsers/ASTSystemQuery.h
@@ -65,6 +65,8 @@ public:
     String replica;
     String replica_zk_path;
     bool is_drop_whole_replica;
+    String storage_policy;
+    String volume;
 
     String getID(char) const override { return "SYSTEM query"; }
 
diff --git a/src/Parsers/ExpressionElementParsers.cpp b/src/Parsers/ExpressionElementParsers.cpp
index 1d861c6d78a..1414038bbcc 100644
--- a/src/Parsers/ExpressionElementParsers.cpp
+++ b/src/Parsers/ExpressionElementParsers.cpp
@@ -146,7 +146,7 @@ bool ParserSubquery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 }
 
 
-bool ParserIdentifier::parseImpl(Pos & pos, ASTPtr & node, Expected &)
+bool ParserIdentifier::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     /// Identifier in backquotes or in double quotes
     if (pos->type == TokenType::QuotedIdentifier)
@@ -172,7 +172,51 @@ bool ParserIdentifier::parseImpl(Pos & pos, ASTPtr & node, Expected &)
         ++pos;
         return true;
     }
+    else if (allow_query_parameter && pos->type == TokenType::OpeningCurlyBrace)
+    {
+        ++pos;
+        if (pos->type != TokenType::BareWord)
+        {
+            expected.add(pos, "substitution name (identifier)");
+            return false;
+        }
 
+        String name(pos->begin, pos->end);
+        ++pos;
+
+        if (pos->type != TokenType::Colon)
+        {
+            expected.add(pos, "colon between name and type");
+            return false;
+        }
+
+        ++pos;
+
+        if (pos->type != TokenType::BareWord)
+        {
+            expected.add(pos, "substitution type (identifier)");
+            return false;
+        }
+
+        String type(pos->begin, pos->end);
+        ++pos;
+
+        if (type != "Identifier")
+        {
+            expected.add(pos, "substitution type (identifier)");
+            return false;
+        }
+
+        if (pos->type != TokenType::ClosingCurlyBrace)
+        {
+            expected.add(pos, "closing curly brace");
+            return false;
+        }
+        ++pos;
+
+        node = std::make_shared<ASTIdentifier>("", std::make_shared<ASTQueryParameter>(name, type));
+        return true;
+    }
     return false;
 }
 
@@ -180,19 +224,18 @@ bool ParserIdentifier::parseImpl(Pos & pos, ASTPtr & node, Expected &)
 bool ParserCompoundIdentifier::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     ASTPtr id_list;
-    if (!ParserList(std::make_unique<ParserIdentifier>(), std::make_unique<ParserToken>(TokenType::Dot), false)
-        .parse(pos, id_list, expected))
+    if (!ParserList(std::make_unique<ParserIdentifier>(allow_query_parameter), std::make_unique<ParserToken>(TokenType::Dot), false)
+             .parse(pos, id_list, expected))
         return false;
 
-    String name;
     std::vector<String> parts;
+    std::vector<ASTPtr> params;
     const auto & list = id_list->as<ASTExpressionList &>();
     for (const auto & child : list.children)
     {
-        if (!name.empty())
-            name += '.';
         parts.emplace_back(getIdentifierName(child));
-        name += parts.back();
+        if (parts.back().empty())
+            params.push_back(child->as<ASTIdentifier>()->getParam());
     }
 
     ParserKeyword s_uuid("UUID");
@@ -207,9 +250,7 @@ bool ParserCompoundIdentifier::parseImpl(Pos & pos, ASTPtr & node, Expected & ex
         uuid = parseFromString<UUID>(ast_uuid->as<ASTLiteral>()->value.get<String>());
     }
 
-    if (parts.size() == 1)
-        parts.clear();
-    node = std::make_shared<ASTIdentifier>(name, std::move(parts));
+    node = std::make_shared<ASTIdentifier>(std::move(parts), false, std::move(params));
     node->as<ASTIdentifier>()->uuid = uuid;
 
     return true;
@@ -789,6 +830,7 @@ bool ParserDateAddExpression::parseImpl(Pos & pos, ASTPtr & node, Expected & exp
     ++pos;
 
     IntervalKind interval_kind;
+    ASTPtr interval_func_node;
     if (parseIntervalKind(pos, expected, interval_kind))
     {
         /// function(unit, offset, timestamp)
@@ -805,6 +847,13 @@ bool ParserDateAddExpression::parseImpl(Pos & pos, ASTPtr & node, Expected & exp
 
         if (!ParserExpression().parse(pos, timestamp_node, expected))
             return false;
+        auto interval_expr_list_args = std::make_shared<ASTExpressionList>();
+        interval_expr_list_args->children = {offset_node};
+
+        interval_func_node = std::make_shared<ASTFunction>();
+        interval_func_node->as<ASTFunction &>().name = interval_kind.toNameOfFunctionToIntervalDataType();
+        interval_func_node->as<ASTFunction &>().arguments = std::move(interval_expr_list_args);
+        interval_func_node->as<ASTFunction &>().children.push_back(interval_func_node->as<ASTFunction &>().arguments);
     }
     else
     {
@@ -816,27 +865,13 @@ bool ParserDateAddExpression::parseImpl(Pos & pos, ASTPtr & node, Expected & exp
             return false;
         ++pos;
 
-        if (!ParserKeyword("INTERVAL").ignore(pos, expected))
-            return false;
-
-        if (!ParserExpression().parse(pos, offset_node, expected))
-            return false;
-
-        if (!parseIntervalKind(pos, expected, interval_kind))
+        if (!ParserIntervalOperatorExpression{}.parse(pos, interval_func_node, expected))
             return false;
     }
     if (pos->type != TokenType::ClosingRoundBracket)
         return false;
     ++pos;
 
-    auto interval_expr_list_args = std::make_shared<ASTExpressionList>();
-    interval_expr_list_args->children = {offset_node};
-
-    auto interval_func_node = std::make_shared<ASTFunction>();
-    interval_func_node->name = interval_kind.toNameOfFunctionToIntervalDataType();
-    interval_func_node->arguments = std::move(interval_expr_list_args);
-    interval_func_node->children.push_back(interval_func_node->arguments);
-
     auto expr_list_args = std::make_shared<ASTExpressionList>();
     expr_list_args->children = {timestamp_node, interval_func_node};
 
@@ -1188,7 +1223,7 @@ bool ParserAlias::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 bool ParserColumnsMatcher::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     ParserKeyword columns("COLUMNS");
-    ParserList columns_p(std::make_unique<ParserCompoundIdentifier>(), std::make_unique<ParserToken>(TokenType::Comma), false);
+    ParserList columns_p(std::make_unique<ParserCompoundIdentifier>(true), std::make_unique<ParserToken>(TokenType::Comma), false);
     ParserStringLiteral regex;
 
     if (!columns.ignore(pos, expected))
@@ -1243,16 +1278,29 @@ bool ParserColumnsTransformers::parseImpl(Pos & pos, ASTPtr & node, Expected & e
             return false;
         ++pos;
 
-        String func_name;
-        if (!parseIdentifierOrStringLiteral(pos, expected, func_name))
+        ASTPtr func_name;
+        if (!ParserIdentifier().parse(pos, func_name, expected))
             return false;
 
+        ASTPtr expr_list_args;
+        if (pos->type == TokenType::OpeningRoundBracket)
+        {
+            ++pos;
+            if (!ParserExpressionList(false).parse(pos, expr_list_args, expected))
+                return false;
+
+            if (pos->type != TokenType::ClosingRoundBracket)
+                return false;
+            ++pos;
+        }
+
         if (pos->type != TokenType::ClosingRoundBracket)
             return false;
         ++pos;
 
         auto res = std::make_shared<ASTColumnsApplyTransformer>();
-        res->func_name = func_name;
+        res->func_name = getIdentifierName(func_name);
+        res->parameters = expr_list_args;
         node = std::move(res);
         return true;
     }
@@ -1266,7 +1314,7 @@ bool ParserColumnsTransformers::parseImpl(Pos & pos, ASTPtr & node, Expected & e
         auto parse_id = [&identifiers, &pos, &expected]
         {
             ASTPtr identifier;
-            if (!ParserIdentifier().parse(pos, identifier, expected))
+            if (!ParserIdentifier(true).parse(pos, identifier, expected))
                 return false;
 
             identifiers.emplace_back(std::move(identifier));
@@ -1352,7 +1400,7 @@ bool ParserAsterisk::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 
 bool ParserQualifiedAsterisk::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
-    if (!ParserCompoundIdentifier().parse(pos, node, expected))
+    if (!ParserCompoundIdentifier(false, true).parse(pos, node, expected))
         return false;
 
     if (pos->type != TokenType::Dot)
@@ -1489,7 +1537,7 @@ bool ParserExpressionElement::parseImpl(Pos & pos, ASTPtr & node, Expected & exp
         || ParserFunction().parse(pos, node, expected)
         || ParserQualifiedAsterisk().parse(pos, node, expected)
         || ParserAsterisk().parse(pos, node, expected)
-        || ParserCompoundIdentifier().parse(pos, node, expected)
+        || ParserCompoundIdentifier(false, true).parse(pos, node, expected)
         || ParserSubstitution().parse(pos, node, expected)
         || ParserMySQLGlobalVariable().parse(pos, node, expected);
 }
@@ -1657,7 +1705,7 @@ bool ParserFunctionWithKeyValueArguments::parseImpl(Pos & pos, ASTPtr & node, Ex
     }
 
     auto function = std::make_shared<ASTFunctionWithKeyValueArguments>(left_bracket_found);
-    function->name = Poco::toLower(typeid_cast<ASTIdentifier &>(*identifier.get()).name);
+    function->name = Poco::toLower(identifier->as<ASTIdentifier>()->name());
     function->elements = expr_list_args;
     function->children.push_back(function->elements);
     node = function;
diff --git a/src/Parsers/ExpressionElementParsers.h b/src/Parsers/ExpressionElementParsers.h
index 702d757761a..09c43a1f769 100644
--- a/src/Parsers/ExpressionElementParsers.h
+++ b/src/Parsers/ExpressionElementParsers.h
@@ -39,12 +39,16 @@ protected:
 
 
 /** An identifier, for example, x_yz123 or `something special`
+  * If allow_query_parameter_ = true, also parses substitutions in form {name:Identifier}
   */
 class ParserIdentifier : public IParserBase
 {
+public:
+    ParserIdentifier(bool allow_query_parameter_ = false) : allow_query_parameter(allow_query_parameter_) {}
 protected:
     const char * getName() const override { return "identifier"; }
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
+    bool allow_query_parameter;
 };
 
 
@@ -54,12 +58,16 @@ protected:
 class ParserCompoundIdentifier : public IParserBase
 {
 public:
-    ParserCompoundIdentifier(bool table_name_with_optional_uuid_ = false)
-    : table_name_with_optional_uuid(table_name_with_optional_uuid_) {}
+    ParserCompoundIdentifier(bool table_name_with_optional_uuid_ = false, bool allow_query_parameter_ = false)
+        : table_name_with_optional_uuid(table_name_with_optional_uuid_), allow_query_parameter(allow_query_parameter_)
+    {
+    }
+
 protected:
     const char * getName() const override { return "compound identifier"; }
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
     bool table_name_with_optional_uuid;
+    bool allow_query_parameter;
 };
 
 /// Just *
@@ -299,6 +307,17 @@ private:
 };
 
 
+/** Prepared statements.
+  * Parse query with parameter expression {name:type}.
+  */
+class ParserIdentifierOrSubstitution : public IParserBase
+{
+protected:
+    const char * getName() const override { return "identifier or substitution"; }
+    bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
+};
+
+
 /** Prepared statements.
   * Parse query with parameter expression {name:type}.
   */
diff --git a/src/Parsers/ExpressionListParsers.cpp b/src/Parsers/ExpressionListParsers.cpp
index 26affe020b1..ad03d949174 100644
--- a/src/Parsers/ExpressionListParsers.cpp
+++ b/src/Parsers/ExpressionListParsers.cpp
@@ -1,13 +1,11 @@
-#include <Parsers/IAST.h>
+#include <Parsers/ExpressionListParsers.h>
+
 #include <Parsers/ASTExpressionList.h>
 #include <Parsers/ASTFunction.h>
-#include <Parsers/parseIntervalKind.h>
-#include <Parsers/ExpressionElementParsers.h>
-#include <Parsers/ExpressionListParsers.h>
-#include <Parsers/ParserCreateQuery.h>
 #include <Parsers/ASTFunctionWithKeyValueArguments.h>
-
-#include <Common/typeid_cast.h>
+#include <Parsers/ExpressionElementParsers.h>
+#include <Parsers/ParserCreateQuery.h>
+#include <Parsers/parseIntervalKind.h>
 #include <Common/StringUtils/StringUtils.h>
 
 
@@ -645,6 +643,47 @@ bool ParserTimestampOperatorExpression::parseImpl(Pos & pos, ASTPtr & node, Expe
     return true;
 }
 
+bool ParserIntervalOperatorExpression::parseArgumentAndIntervalKind(
+    Pos & pos, ASTPtr & expr, IntervalKind & interval_kind, Expected & expected)
+{
+    auto begin = pos;
+    auto init_expected = expected;
+    ASTPtr string_literal;
+    //// A String literal followed INTERVAL keyword,
+    /// the literal can be a part of an expression or
+    /// include Number and INTERVAL TYPE at the same time
+    if (ParserStringLiteral{}.parse(pos, string_literal, expected))
+    {
+        String literal;
+        if (string_literal->as<ASTLiteral &>().value.tryGet(literal))
+        {
+            Tokens tokens(literal.data(), literal.data() + literal.size());
+            Pos token_pos(tokens, 0);
+            Expected token_expected;
+
+            if (!ParserNumber{}.parse(token_pos, expr, token_expected))
+                return false;
+            else
+            {
+                /// case: INTERVAL '1' HOUR
+                /// back to begin
+                if (!token_pos.isValid())
+                {
+                    pos = begin;
+                    expected = init_expected;
+                }
+                else
+                    /// case: INTERVAL '1 HOUR'
+                    return parseIntervalKind(token_pos, token_expected, interval_kind);
+            }
+        }
+    }
+    // case: INTERVAL expr HOUR
+    if (!ParserExpressionWithOptionalAlias(false).parse(pos, expr, expected))
+        return false;
+    return parseIntervalKind(pos, expected, interval_kind);
+}
+
 bool ParserIntervalOperatorExpression::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     auto begin = pos;
@@ -654,15 +693,8 @@ bool ParserIntervalOperatorExpression::parseImpl(Pos & pos, ASTPtr & node, Expec
         return next_parser.parse(pos, node, expected);
 
     ASTPtr expr;
-    /// Any expression can be inside, because operator surrounds it.
-    if (!ParserExpressionWithOptionalAlias(false).parse(pos, expr, expected))
-    {
-        pos = begin;
-        return next_parser.parse(pos, node, expected);
-    }
-
     IntervalKind interval_kind;
-    if (!parseIntervalKind(pos, expected, interval_kind))
+    if (!parseArgumentAndIntervalKind(pos, expr, interval_kind, expected))
     {
         pos = begin;
         return next_parser.parse(pos, node, expected);
@@ -716,7 +748,7 @@ bool ParserKeyValuePair::parseImpl(Pos & pos, ASTPtr & node, Expected & expected
     }
 
     auto pair = std::make_shared<ASTPair>(with_brackets);
-    pair->first = Poco::toLower(typeid_cast<ASTIdentifier &>(*identifier.get()).name);
+    pair->first = Poco::toLower(identifier->as<ASTIdentifier>()->name());
     pair->set(pair->second, value);
     node = pair;
     return true;
@@ -729,3 +761,4 @@ bool ParserKeyValuePairsList::parseImpl(Pos & pos, ASTPtr & node, Expected & exp
 }
 
 }
+
diff --git a/src/Parsers/ExpressionListParsers.h b/src/Parsers/ExpressionListParsers.h
index 93a47648a0b..cf77b8b4da4 100644
--- a/src/Parsers/ExpressionListParsers.h
+++ b/src/Parsers/ExpressionListParsers.h
@@ -5,6 +5,7 @@
 #include <Parsers/IParserBase.h>
 #include <Parsers/CommonParsers.h>
 
+#include <Common/IntervalKind.h>
 
 namespace DB
 {
@@ -232,6 +233,9 @@ protected:
 
     const char * getName() const  override { return "INTERVAL operator expression"; }
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
+
+private:
+    static bool parseArgumentAndIntervalKind(Pos & pos, ASTPtr & expr, IntervalKind & interval_kind, Expected & expected);
 };
 
 class ParserAdditiveExpression : public IParserBase
diff --git a/src/Parsers/MySQL/ASTAlterCommand.cpp b/src/Parsers/MySQL/ASTAlterCommand.cpp
index b6f2b925de0..92461635265 100644
--- a/src/Parsers/MySQL/ASTAlterCommand.cpp
+++ b/src/Parsers/MySQL/ASTAlterCommand.cpp
@@ -303,9 +303,9 @@ static inline bool parseOtherCommand(IParser::Pos & pos, ASTPtr & node, Expected
                 OptionDescribe("ENABLE KEYS", "enable_keys", std::make_shared<ParserAlwaysTrue>()),
                 OptionDescribe("DISABLE KEYS", "enable_keys", std::make_shared<ParserAlwaysFalse>()),
                 /// TODO: with collate
-                OptionDescribe("CONVERT TO CHARACTER SET", "charset", std::make_shared<ParserCharsetName>()),
-                OptionDescribe("CHARACTER SET", "charset", std::make_shared<ParserCharsetName>()),
-                OptionDescribe("DEFAULT CHARACTER SET", "charset", std::make_shared<ParserCharsetName>()),
+                OptionDescribe("CONVERT TO CHARACTER SET", "charset", std::make_shared<ParserCharsetOrCollateName>()),
+                OptionDescribe("CHARACTER SET", "charset", std::make_shared<ParserCharsetOrCollateName>()),
+                OptionDescribe("DEFAULT CHARACTER SET", "charset", std::make_shared<ParserCharsetOrCollateName>()),
                 OptionDescribe("LOCK", "lock", std::make_shared<ParserIdentifier>())
             }
         };
diff --git a/src/Parsers/MySQL/ASTDeclareColumn.cpp b/src/Parsers/MySQL/ASTDeclareColumn.cpp
index 6d21f934858..3913c828ec3 100644
--- a/src/Parsers/MySQL/ASTDeclareColumn.cpp
+++ b/src/Parsers/MySQL/ASTDeclareColumn.cpp
@@ -51,8 +51,8 @@ static inline bool parseColumnDeclareOptions(IParser::Pos & pos, ASTPtr & node,
             OptionDescribe("UNIQUE", "unique_key", std::make_unique<ParserAlwaysTrue>()),
             OptionDescribe("KEY", "primary_key", std::make_unique<ParserAlwaysTrue>()),
             OptionDescribe("COMMENT", "comment", std::make_unique<ParserStringLiteral>()),
-            OptionDescribe("CHARACTER SET", "charset_name", std::make_unique<ParserCharsetName>()),
-            OptionDescribe("COLLATE", "collate", std::make_unique<ParserCharsetName>()),
+            OptionDescribe("CHARACTER SET", "charset_name", std::make_unique<ParserCharsetOrCollateName>()),
+            OptionDescribe("COLLATE", "collate", std::make_unique<ParserCharsetOrCollateName>()),
             OptionDescribe("COLUMN_FORMAT", "column_format", std::make_unique<ParserIdentifier>()),
             OptionDescribe("STORAGE", "storage", std::make_unique<ParserIdentifier>()),
             OptionDescribe("AS", "generated", std::make_unique<ParserExpression>()),
diff --git a/src/Parsers/MySQL/ASTDeclareConstraint.cpp b/src/Parsers/MySQL/ASTDeclareConstraint.cpp
index 0f447fb3b40..96184dfc89d 100644
--- a/src/Parsers/MySQL/ASTDeclareConstraint.cpp
+++ b/src/Parsers/MySQL/ASTDeclareConstraint.cpp
@@ -63,7 +63,7 @@ bool ParserDeclareConstraint::parseImpl(IParser::Pos & pos, ASTPtr & node, Expec
     declare_constraint->check_expression = index_check_expression;
 
     if (constraint_symbol)
-        declare_constraint->constraint_name = constraint_symbol->as<ASTIdentifier>()->name;
+        declare_constraint->constraint_name = constraint_symbol->as<ASTIdentifier>()->name();
 
     node = declare_constraint;
     return true;
diff --git a/src/Parsers/MySQL/ASTDeclareIndex.cpp b/src/Parsers/MySQL/ASTDeclareIndex.cpp
index 8e6e9d43793..c5b4686e976 100644
--- a/src/Parsers/MySQL/ASTDeclareIndex.cpp
+++ b/src/Parsers/MySQL/ASTDeclareIndex.cpp
@@ -73,7 +73,7 @@ static inline bool parseDeclareOrdinaryIndex(IParser::Pos & pos, String & index_
 
         index_type = "SPATIAL";
         if (p_identifier.parse(pos, temp_node, expected))
-            index_name = temp_node->as<ASTIdentifier>()->name;
+            index_name = temp_node->as<ASTIdentifier>()->name();
     }
     else if (ParserKeyword("FULLTEXT").ignore(pos, expected))
     {
@@ -82,7 +82,7 @@ static inline bool parseDeclareOrdinaryIndex(IParser::Pos & pos, String & index_
 
         index_type = "FULLTEXT";
         if (p_identifier.parse(pos, temp_node, expected))
-            index_name = temp_node->as<ASTIdentifier>()->name;
+            index_name = temp_node->as<ASTIdentifier>()->name();
     }
     else
     {
@@ -94,14 +94,14 @@ static inline bool parseDeclareOrdinaryIndex(IParser::Pos & pos, String & index_
 
         index_type = "KEY_BTREE";   /// default index type
         if (p_identifier.parse(pos, temp_node, expected))
-            index_name = temp_node->as<ASTIdentifier>()->name;
+            index_name = temp_node->as<ASTIdentifier>()->name();
 
         if (ParserKeyword("USING").ignore(pos, expected))
         {
             if (!p_identifier.parse(pos, temp_node, expected))
                 return false;
 
-            index_type = "KEY_" + temp_node->as<ASTIdentifier>()->name;
+            index_type = "KEY_" + temp_node->as<ASTIdentifier>()->name();
         }
     }
 
@@ -122,7 +122,7 @@ static inline bool parseDeclareConstraintIndex(IParser::Pos & pos, String & inde
             if (!p_identifier.parse(pos, temp_node, expected))
                 return false;
 
-            index_name = temp_node->as<ASTIdentifier>()->name;
+            index_name = temp_node->as<ASTIdentifier>()->name();
         }
     }
 
@@ -132,7 +132,7 @@ static inline bool parseDeclareConstraintIndex(IParser::Pos & pos, String & inde
             ParserKeyword("INDEX").ignore(pos, expected);
 
         if (p_identifier.parse(pos, temp_node, expected))
-            index_name = temp_node->as<ASTIdentifier>()->name;  /// reset index_name
+            index_name = temp_node->as<ASTIdentifier>()->name();  /// reset index_name
 
         index_type = "UNIQUE_BTREE"; /// default btree index_type
         if (ParserKeyword("USING").ignore(pos, expected))
@@ -140,7 +140,7 @@ static inline bool parseDeclareConstraintIndex(IParser::Pos & pos, String & inde
             if (!p_identifier.parse(pos, temp_node, expected))
                 return false;
 
-            index_type = "UNIQUE_" + temp_node->as<ASTIdentifier>()->name;
+            index_type = "UNIQUE_" + temp_node->as<ASTIdentifier>()->name();
         }
     }
     else if (ParserKeyword("PRIMARY KEY").ignore(pos, expected))
@@ -151,14 +151,14 @@ static inline bool parseDeclareConstraintIndex(IParser::Pos & pos, String & inde
             if (!p_identifier.parse(pos, temp_node, expected))
                 return false;
 
-            index_type = "PRIMARY_KEY_" + temp_node->as<ASTIdentifier>()->name;
+            index_type = "PRIMARY_KEY_" + temp_node->as<ASTIdentifier>()->name();
         }
     }
     else if (ParserKeyword("FOREIGN KEY").ignore(pos, expected))
     {
         index_type = "FOREIGN";
         if (p_identifier.parse(pos, temp_node, expected))
-            index_name = temp_node->as<ASTIdentifier>()->name;  /// reset index_name
+            index_name = temp_node->as<ASTIdentifier>()->name();  /// reset index_name
     }
 
     return true;
diff --git a/src/Parsers/MySQL/ASTDeclareOption.cpp b/src/Parsers/MySQL/ASTDeclareOption.cpp
index 92ac5f0343e..17be639b630 100644
--- a/src/Parsers/MySQL/ASTDeclareOption.cpp
+++ b/src/Parsers/MySQL/ASTDeclareOption.cpp
@@ -4,6 +4,7 @@
 #include <IO/ReadHelpers.h>
 #include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTLiteral.h>
+#include <Parsers/ExpressionElementParsers.h>
 
 namespace DB
 {
@@ -94,41 +95,21 @@ bool ParserAlwaysFalse::parseImpl(IParser::Pos & /*pos*/, ASTPtr & node, Expecte
     return true;
 }
 
-bool ParserCharsetName::parseImpl(IParser::Pos & pos, ASTPtr & node, Expected &)
+bool ParserCharsetOrCollateName::parseImpl(IParser::Pos & pos, ASTPtr & node, Expected & expected)
 {
-    /// Identifier in backquotes or in double quotes
-    if (pos->type == TokenType::QuotedIdentifier)
-    {
-        ReadBufferFromMemory buf(pos->begin, pos->size());
-        String s;
+    ParserIdentifier p_identifier;
+    ParserStringLiteral p_string_literal;
 
-        if (*pos->begin == '`')
-            readBackQuotedStringWithSQLStyle(s, buf);
-        else
-            readDoubleQuotedStringWithSQLStyle(s, buf);
-
-        if (s.empty()) /// Identifiers "empty string" are not allowed.
-            return false;
-
-        node = std::make_shared<ASTIdentifier>(s);
-        ++pos;
+    if (p_identifier.parse(pos, node, expected))
         return true;
-    }
-    else if (pos->type == TokenType::BareWord)
+    else
     {
-        const char * begin = pos->begin;
-
-        while (true)
+        if (p_string_literal.parse(pos, node, expected))
         {
-            if (!isWhitespaceASCII(*pos->end) && pos->type != TokenType::EndOfStream)
-                ++pos;
-            else
-                break;
+            const auto & string_value = node->as<ASTLiteral>()->value.safeGet<String>();
+            node = std::make_shared<ASTIdentifier>(string_value);
+            return true;
         }
-
-        node = std::make_shared<ASTIdentifier>(String(begin, pos->end));
-        ++pos;
-        return true;
     }
 
     return false;
diff --git a/src/Parsers/MySQL/ASTDeclareOption.h b/src/Parsers/MySQL/ASTDeclareOption.h
index 24800371061..a9529924567 100644
--- a/src/Parsers/MySQL/ASTDeclareOption.h
+++ b/src/Parsers/MySQL/ASTDeclareOption.h
@@ -59,12 +59,11 @@ public:
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
 };
 
-/// Copy and paste from ParserIdentifier,
-/// the difference is that multiple tokens are glued if there is no whitespace ASCII between them
-struct ParserCharsetName : public IParserBase
+/// identifier, string literal, binary keyword
+struct ParserCharsetOrCollateName : public IParserBase
 {
 protected:
-    const char * getName() const override { return "charset name"; }
+    const char * getName() const override { return "charset or collate name"; }
 
     bool parseImpl(Pos & pos, ASTPtr & node, Expected &) override;
 };
diff --git a/src/Parsers/MySQL/ASTDeclarePartition.cpp b/src/Parsers/MySQL/ASTDeclarePartition.cpp
index 8e1d27778b5..76f864fcc44 100644
--- a/src/Parsers/MySQL/ASTDeclarePartition.cpp
+++ b/src/Parsers/MySQL/ASTDeclarePartition.cpp
@@ -107,7 +107,7 @@ bool ParserDeclarePartition::parseImpl(IParser::Pos & pos, ASTPtr & node, Expect
     partition_declare->less_than = less_than;
     partition_declare->in_expression = in_expression;
     partition_declare->subpartitions = subpartitions;
-    partition_declare->partition_name = partition_name->as<ASTIdentifier>()->name;
+    partition_declare->partition_name = partition_name->as<ASTIdentifier>()->name();
 
     if (options)
     {
diff --git a/src/Parsers/MySQL/ASTDeclareReference.cpp b/src/Parsers/MySQL/ASTDeclareReference.cpp
index 434b9561eda..862d35e2b76 100644
--- a/src/Parsers/MySQL/ASTDeclareReference.cpp
+++ b/src/Parsers/MySQL/ASTDeclareReference.cpp
@@ -95,7 +95,7 @@ bool ParserDeclareReference::parseImpl(IParser::Pos & pos, ASTPtr & node, Expect
     declare_reference->on_delete_option = delete_option;
     declare_reference->on_update_option = update_option;
     declare_reference->reference_expression = expression;
-    declare_reference->reference_table_name = table_name->as<ASTIdentifier>()->name;
+    declare_reference->reference_table_name = table_name->as<ASTIdentifier>()->name();
 
     node = declare_reference;
     return true;
diff --git a/src/Parsers/MySQL/ASTDeclareSubPartition.cpp b/src/Parsers/MySQL/ASTDeclareSubPartition.cpp
index 1b2d9c081e6..d77fba271c4 100644
--- a/src/Parsers/MySQL/ASTDeclareSubPartition.cpp
+++ b/src/Parsers/MySQL/ASTDeclareSubPartition.cpp
@@ -41,7 +41,7 @@ bool ParserDeclareSubPartition::parseImpl(Pos & pos, ASTPtr & node, Expected & e
 
     auto subpartition_declare = std::make_shared<ASTDeclareSubPartition>();
     subpartition_declare->options = options;
-    subpartition_declare->logical_name = logical_name->as<ASTIdentifier>()->name;
+    subpartition_declare->logical_name = logical_name->as<ASTIdentifier>()->name();
 
     if (options)
     {
diff --git a/src/Parsers/MySQL/ASTDeclareTableOptions.cpp b/src/Parsers/MySQL/ASTDeclareTableOptions.cpp
index 87b99cdf1ac..c903c7d2fa7 100644
--- a/src/Parsers/MySQL/ASTDeclareTableOptions.cpp
+++ b/src/Parsers/MySQL/ASTDeclareTableOptions.cpp
@@ -68,12 +68,12 @@ bool ParserDeclareTableOptions::parseImpl(IParser::Pos & pos, ASTPtr & node, Exp
         {
             OptionDescribe("AUTO_INCREMENT", "auto_increment", std::make_shared<ParserLiteral>()),
             OptionDescribe("AVG_ROW_LENGTH", "avg_row_length", std::make_shared<ParserLiteral>()),
-            OptionDescribe("CHARSET", "character_set", std::make_shared<ParserCharsetName>()),
-            OptionDescribe("DEFAULT CHARSET", "character_set", std::make_shared<ParserCharsetName>()),
-            OptionDescribe("CHARACTER SET", "character_set", std::make_shared<ParserCharsetName>()),
+            OptionDescribe("CHARSET", "character_set", std::make_shared<ParserCharsetOrCollateName>()),
+            OptionDescribe("DEFAULT CHARSET", "character_set", std::make_shared<ParserCharsetOrCollateName>()),
+            OptionDescribe("CHARACTER SET", "character_set", std::make_shared<ParserCharsetOrCollateName>()),
             OptionDescribe("DEFAULT CHARACTER SET", "character_set", std::make_shared<ParserIdentifier>()),
             OptionDescribe("CHECKSUM", "checksum", std::make_shared<ParserBoolOption<false>>()),
-            OptionDescribe("COLLATE", "collate", std::make_shared<ParserCharsetName>()),
+            OptionDescribe("COLLATE", "collate", std::make_shared<ParserCharsetOrCollateName>()),
             OptionDescribe("DEFAULT COLLATE", "collate", std::make_shared<ParserIdentifier>()),
             OptionDescribe("COMMENT", "comment", std::make_shared<ParserStringLiteral>()),
             OptionDescribe("COMPRESSION", "compression", std::make_shared<ParserStringLiteral>()),
diff --git a/src/Parsers/MySQL/tests/gtest_column_parser.cpp b/src/Parsers/MySQL/tests/gtest_column_parser.cpp
index ef6371f71d9..4adc24033d2 100644
--- a/src/Parsers/MySQL/tests/gtest_column_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_column_parser.cpp
@@ -15,7 +15,7 @@ TEST(ParserColumn, AllNonGeneratedColumnOption)
 {
     ParserDeclareColumn p_column;
 
-    String input = "col_01 VARCHAR(100) NOT NULL DEFAULT NULL AUTO_INCREMENT UNIQUE KEY PRIMARY KEY COMMENT 'column comment' COLLATE utf-8 "
+    String input = "col_01 VARCHAR(100) NOT NULL DEFAULT NULL AUTO_INCREMENT UNIQUE KEY PRIMARY KEY COMMENT 'column comment' COLLATE utf8 "
                    "COLUMN_FORMAT FIXED STORAGE MEMORY REFERENCES tbl_name (col_01) CHECK 1";
     ASTPtr ast = parseQuery(p_column, input.data(), input.data() + input.size(), "", 0, 0);
     EXPECT_EQ(ast->as<ASTDeclareColumn>()->name, "col_01");
@@ -29,9 +29,9 @@ TEST(ParserColumn, AllNonGeneratedColumnOption)
     EXPECT_EQ(declare_options->changes["unique_key"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_EQ(declare_options->changes["primary_key"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_EQ(declare_options->changes["comment"]->as<ASTLiteral>()->value.safeGet<DB::String>(), "column comment");
-    EXPECT_EQ(declare_options->changes["collate"]->as<ASTIdentifier>()->name, "utf-8");
-    EXPECT_EQ(declare_options->changes["column_format"]->as<ASTIdentifier>()->name, "FIXED");
-    EXPECT_EQ(declare_options->changes["storage"]->as<ASTIdentifier>()->name, "MEMORY");
+    EXPECT_EQ(declare_options->changes["collate"]->as<ASTIdentifier>()->name(), "utf8");
+    EXPECT_EQ(declare_options->changes["column_format"]->as<ASTIdentifier>()->name(), "FIXED");
+    EXPECT_EQ(declare_options->changes["storage"]->as<ASTIdentifier>()->name(), "MEMORY");
     EXPECT_TRUE(declare_options->changes["reference"]->as<ASTDeclareReference>());
     EXPECT_TRUE(declare_options->changes["constraint"]->as<ASTDeclareConstraint>());
 }
@@ -40,7 +40,7 @@ TEST(ParserColumn, AllGeneratedColumnOption)
 {
     ParserDeclareColumn p_column;
 
-    String input = "col_01 VARCHAR(100) NULL UNIQUE KEY PRIMARY KEY COMMENT 'column comment' COLLATE utf-8 "
+    String input = "col_01 VARCHAR(100) NULL UNIQUE KEY PRIMARY KEY COMMENT 'column comment' COLLATE utf8 "
                    "REFERENCES tbl_name (col_01) CHECK 1 GENERATED ALWAYS AS (1) STORED";
     ASTPtr ast = parseQuery(p_column, input.data(), input.data() + input.size(), "", 0, 0);
     EXPECT_EQ(ast->as<ASTDeclareColumn>()->name, "col_01");
@@ -52,7 +52,7 @@ TEST(ParserColumn, AllGeneratedColumnOption)
     EXPECT_EQ(declare_options->changes["unique_key"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_EQ(declare_options->changes["primary_key"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_EQ(declare_options->changes["comment"]->as<ASTLiteral>()->value.safeGet<DB::String>(), "column comment");
-    EXPECT_EQ(declare_options->changes["collate"]->as<ASTIdentifier>()->name, "utf-8");
+    EXPECT_EQ(declare_options->changes["collate"]->as<ASTIdentifier>()->name(), "utf8");
     EXPECT_EQ(declare_options->changes["generated"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_EQ(declare_options->changes["is_stored"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_TRUE(declare_options->changes["reference"]->as<ASTDeclareReference>());
diff --git a/src/Parsers/MySQL/tests/gtest_constraint_parser.cpp b/src/Parsers/MySQL/tests/gtest_constraint_parser.cpp
index de885bf36c8..9c9124c9f58 100644
--- a/src/Parsers/MySQL/tests/gtest_constraint_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_constraint_parser.cpp
@@ -18,7 +18,7 @@ TEST(ParserConstraint, CheckConstraint)
     EXPECT_EQ(ast_constraint_01->as<ASTDeclareConstraint>()->constraint_name, "symbol_name");
     auto * check_expression_01 = ast_constraint_01->as<ASTDeclareConstraint>()->check_expression->as<ASTFunction>();
     EXPECT_EQ(check_expression_01->name, "equals");
-    EXPECT_EQ(check_expression_01->arguments->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(check_expression_01->arguments->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(check_expression_01->arguments->children[1]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
 
     String constraint_02 = "CONSTRAINT CHECK col_01 = 1";
@@ -26,7 +26,7 @@ TEST(ParserConstraint, CheckConstraint)
     EXPECT_EQ(ast_constraint_02->as<ASTDeclareConstraint>()->constraint_name, "");
     auto * check_expression_02 = ast_constraint_02->as<ASTDeclareConstraint>()->check_expression->as<ASTFunction>();
     EXPECT_EQ(check_expression_02->name, "equals");
-    EXPECT_EQ(check_expression_02->arguments->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(check_expression_02->arguments->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(check_expression_02->arguments->children[1]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
 
     String constraint_03 = "CHECK col_01 = 1";
@@ -34,7 +34,7 @@ TEST(ParserConstraint, CheckConstraint)
     EXPECT_EQ(ast_constraint_03->as<ASTDeclareConstraint>()->constraint_name, "");
     auto * check_expression_03 = ast_constraint_03->as<ASTDeclareConstraint>()->check_expression->as<ASTFunction>();
     EXPECT_EQ(check_expression_03->name, "equals");
-    EXPECT_EQ(check_expression_03->arguments->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(check_expression_03->arguments->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(check_expression_03->arguments->children[1]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
 
     String constraint_04 = "CONSTRAINT CHECK col_01 = 1 ENFORCED";
@@ -43,7 +43,7 @@ TEST(ParserConstraint, CheckConstraint)
     EXPECT_EQ(ast_constraint_04->as<ASTDeclareConstraint>()->constraint_name, "");
     auto * check_expression_04 = ast_constraint_04->as<ASTDeclareConstraint>()->check_expression->as<ASTFunction>();
     EXPECT_EQ(check_expression_04->name, "equals");
-    EXPECT_EQ(check_expression_04->arguments->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(check_expression_04->arguments->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(check_expression_04->arguments->children[1]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
 
     String constraint_05 = "CONSTRAINT CHECK col_01 = 1 NOT ENFORCED";
@@ -52,6 +52,6 @@ TEST(ParserConstraint, CheckConstraint)
     EXPECT_EQ(ast_constraint_05->as<ASTDeclareConstraint>()->constraint_name, "");
     auto * check_expression_05 = ast_constraint_05->as<ASTDeclareConstraint>()->check_expression->as<ASTFunction>();
     EXPECT_EQ(check_expression_05->name, "equals");
-    EXPECT_EQ(check_expression_05->arguments->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(check_expression_05->arguments->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(check_expression_05->arguments->children[1]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
 }
diff --git a/src/Parsers/MySQL/tests/gtest_create_parser.cpp b/src/Parsers/MySQL/tests/gtest_create_parser.cpp
index 92c0070aa88..1aaba8d67e4 100644
--- a/src/Parsers/MySQL/tests/gtest_create_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_create_parser.cpp
@@ -28,7 +28,7 @@ TEST(CreateTableParser, SimpleCreate)
     EXPECT_EQ(ast->as<ASTCreateQuery>()->columns_list->as<ASTCreateDefines>()->columns->children.size(), 1);
     EXPECT_EQ(ast->as<ASTCreateQuery>()->columns_list->as<ASTCreateDefines>()->indices->children.size(), 1);
     EXPECT_EQ(ast->as<ASTCreateQuery>()->columns_list->as<ASTCreateDefines>()->constraints->children.size(), 1);
-    EXPECT_EQ(ast->as<ASTCreateQuery>()->table_options->as<ASTDeclareOptions>()->changes["engine"]->as<ASTIdentifier>()->name, "INNODB");
+    EXPECT_EQ(ast->as<ASTCreateQuery>()->table_options->as<ASTDeclareOptions>()->changes["engine"]->as<ASTIdentifier>()->name(), "INNODB");
     EXPECT_TRUE(ast->as<ASTCreateQuery>()->partition_options->as<ASTDeclarePartitionOptions>());
 }
 
diff --git a/src/Parsers/MySQL/tests/gtest_index_parser.cpp b/src/Parsers/MySQL/tests/gtest_index_parser.cpp
index 02b3b10acff..a8be6787b2c 100644
--- a/src/Parsers/MySQL/tests/gtest_index_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_index_parser.cpp
@@ -17,13 +17,13 @@ TEST(ParserIndex, AllIndexOptions)
     ASTPtr ast = parseQuery(p_index, input.data(), input.data() + input.size(), "", 0, 0);
 
     ASTDeclareIndex * declare_index = ast->as<ASTDeclareIndex>();
-    EXPECT_EQ(declare_index->index_columns->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_index->index_columns->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(declare_index->index_columns->children[1]->as<ASTFunction>()->name, "col_02");
     EXPECT_EQ(declare_index->index_columns->children[1]->as<ASTFunction>()->arguments->children[0]->as<ASTLiteral>()->value.safeGet<UInt64>(), 100);
-    EXPECT_EQ(declare_index->index_columns->children[2]->as<ASTIdentifier>()->name, "col_03");
+    EXPECT_EQ(declare_index->index_columns->children[2]->as<ASTIdentifier>()->name(), "col_03");
     ASTDeclareOptions * declare_options = declare_index->index_options->as<ASTDeclareOptions>();
     EXPECT_EQ(declare_options->changes["key_block_size"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
-    EXPECT_EQ(declare_options->changes["index_type"]->as<ASTIdentifier>()->name, "HASH");
+    EXPECT_EQ(declare_options->changes["index_type"]->as<ASTIdentifier>()->name(), "HASH");
     EXPECT_EQ(declare_options->changes["comment"]->as<ASTLiteral>()->value.safeGet<String>(), "index comment");
     EXPECT_EQ(declare_options->changes["visible"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
 }
@@ -36,12 +36,12 @@ TEST(ParserIndex, OptionalIndexOptions)
     ASTPtr ast = parseQuery(p_index, input.data(), input.data() + input.size(), "", 0, 0);
 
     ASTDeclareIndex * declare_index = ast->as<ASTDeclareIndex>();
-    EXPECT_EQ(declare_index->index_columns->children[0]->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_index->index_columns->children[0]->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(declare_index->index_columns->children[1]->as<ASTFunction>()->name, "col_02");
     EXPECT_EQ(declare_index->index_columns->children[1]->as<ASTFunction>()->arguments->children[0]->as<ASTLiteral>()->value.safeGet<UInt64>(), 100);
-    EXPECT_EQ(declare_index->index_columns->children[2]->as<ASTIdentifier>()->name, "col_03");
+    EXPECT_EQ(declare_index->index_columns->children[2]->as<ASTIdentifier>()->name(), "col_03");
     ASTDeclareOptions * declare_options = declare_index->index_options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options->changes["index_type"]->as<ASTIdentifier>()->name, "HASH");
+    EXPECT_EQ(declare_options->changes["index_type"]->as<ASTIdentifier>()->name(), "HASH");
     EXPECT_EQ(declare_options->changes["visible"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
     EXPECT_EQ(declare_options->changes["key_block_size"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
 }
diff --git a/src/Parsers/MySQL/tests/gtest_partition_options_parser.cpp b/src/Parsers/MySQL/tests/gtest_partition_options_parser.cpp
index 1651efcb966..01b757e5891 100644
--- a/src/Parsers/MySQL/tests/gtest_partition_options_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_partition_options_parser.cpp
@@ -18,14 +18,14 @@ TEST(ParserPartitionOptions, HashPatitionOptions)
 
     ASTDeclarePartitionOptions * declare_partition_options_01 = ast_01->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_01->partition_type, "hash");
-    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name(), "col_01");
 
     String linear_hash_partition = "PARTITION BY LINEAR HASH(col_01)";
     ASTPtr ast_02 = parseQuery(p_partition_options, linear_hash_partition.data(), linear_hash_partition.data() + linear_hash_partition.size(), "", 0, 0);
 
     ASTDeclarePartitionOptions * declare_partition_options_02 = ast_02->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_02->partition_type, "linear_hash");
-    EXPECT_EQ(declare_partition_options_02->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options_02->partition_expression->as<ASTIdentifier>()->name(), "col_01");
 }
 
 TEST(ParserPartitionOptions, KeyPatitionOptions)
@@ -37,7 +37,7 @@ TEST(ParserPartitionOptions, KeyPatitionOptions)
 
     ASTDeclarePartitionOptions * declare_partition_options_01 = ast_01->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_01->partition_type, "key");
-    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name(), "col_01");
 
     String linear_key_partition = "PARTITION BY LINEAR KEY(col_01, col_02)";
     ASTPtr ast_02 = parseQuery(p_partition_options, linear_key_partition.data(), linear_key_partition.data() + linear_key_partition.size(), "", 0, 0);
@@ -45,15 +45,15 @@ TEST(ParserPartitionOptions, KeyPatitionOptions)
     ASTDeclarePartitionOptions * declare_partition_options_02 = ast_02->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_02->partition_type, "linear_key");
     ASTPtr columns_list = declare_partition_options_02->partition_expression->as<ASTFunction>()->arguments;
-    EXPECT_EQ(columns_list->children[0]->as<ASTIdentifier>()->name, "col_01");
-    EXPECT_EQ(columns_list->children[1]->as<ASTIdentifier>()->name, "col_02");
+    EXPECT_EQ(columns_list->children[0]->as<ASTIdentifier>()->name(), "col_01");
+    EXPECT_EQ(columns_list->children[1]->as<ASTIdentifier>()->name(), "col_02");
 
     String key_partition_with_algorithm = "PARTITION BY KEY ALGORITHM=1 (col_01)";
     ASTPtr ast_03 = parseQuery(p_partition_options, key_partition_with_algorithm.data(), key_partition_with_algorithm.data() + key_partition_with_algorithm.size(), "", 0, 0);
 
     ASTDeclarePartitionOptions * declare_partition_options_03 = ast_03->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_03->partition_type, "key_1");
-    EXPECT_EQ(declare_partition_options_03->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options_03->partition_expression->as<ASTIdentifier>()->name(), "col_01");
 }
 
 TEST(ParserPartitionOptions, RangePatitionOptions)
@@ -65,7 +65,7 @@ TEST(ParserPartitionOptions, RangePatitionOptions)
 
     ASTDeclarePartitionOptions * declare_partition_options_01 = ast_01->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_01->partition_type, "range");
-    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name(), "col_01");
 
     String range_columns_partition = "PARTITION BY RANGE COLUMNS(col_01, col_02)";
     ASTPtr ast_02 = parseQuery(p_partition_options, range_columns_partition.data(), range_columns_partition.data() + range_columns_partition.size(), "", 0, 0);
@@ -73,8 +73,8 @@ TEST(ParserPartitionOptions, RangePatitionOptions)
     ASTDeclarePartitionOptions * declare_partition_options_02 = ast_02->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_02->partition_type, "range");
     ASTPtr columns_list = declare_partition_options_02->partition_expression->as<ASTFunction>()->arguments;
-    EXPECT_EQ(columns_list->children[0]->as<ASTIdentifier>()->name, "col_01");
-    EXPECT_EQ(columns_list->children[1]->as<ASTIdentifier>()->name, "col_02");
+    EXPECT_EQ(columns_list->children[0]->as<ASTIdentifier>()->name(), "col_01");
+    EXPECT_EQ(columns_list->children[1]->as<ASTIdentifier>()->name(), "col_02");
 }
 
 TEST(ParserPartitionOptions, ListPatitionOptions)
@@ -86,7 +86,7 @@ TEST(ParserPartitionOptions, ListPatitionOptions)
 
     ASTDeclarePartitionOptions * declare_partition_options_01 = ast_01->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_01->partition_type, "list");
-    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options_01->partition_expression->as<ASTIdentifier>()->name(), "col_01");
 
     String range_columns_partition = "PARTITION BY LIST COLUMNS(col_01, col_02)";
     ASTPtr ast_02 = parseQuery(p_partition_options, range_columns_partition.data(), range_columns_partition.data() + range_columns_partition.size(), "", 0, 0);
@@ -94,8 +94,8 @@ TEST(ParserPartitionOptions, ListPatitionOptions)
     ASTDeclarePartitionOptions * declare_partition_options_02 = ast_02->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options_02->partition_type, "list");
     ASTPtr columns_list = declare_partition_options_02->partition_expression->as<ASTFunction>()->arguments;
-    EXPECT_EQ(columns_list->children[0]->as<ASTIdentifier>()->name, "col_01");
-    EXPECT_EQ(columns_list->children[1]->as<ASTIdentifier>()->name, "col_02");
+    EXPECT_EQ(columns_list->children[0]->as<ASTIdentifier>()->name(), "col_01");
+    EXPECT_EQ(columns_list->children[1]->as<ASTIdentifier>()->name(), "col_02");
 }
 
 TEST(ParserPartitionOptions, PatitionNumberOptions)
@@ -107,7 +107,7 @@ TEST(ParserPartitionOptions, PatitionNumberOptions)
 
     ASTDeclarePartitionOptions * declare_partition_options = ast->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options->partition_type, "key");
-    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(declare_partition_options->partition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 2);
 }
 
@@ -120,10 +120,10 @@ TEST(ParserPartitionOptions, PatitionWithSubpartitionOptions)
 
     ASTDeclarePartitionOptions * declare_partition_options = ast->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options->partition_type, "key");
-    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(declare_partition_options->partition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
     EXPECT_EQ(declare_partition_options->subpartition_type, "hash");
-    EXPECT_EQ(declare_partition_options->subpartition_expression->as<ASTIdentifier>()->name, "col_02");
+    EXPECT_EQ(declare_partition_options->subpartition_expression->as<ASTIdentifier>()->name(), "col_02");
     EXPECT_EQ(declare_partition_options->subpartition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 4);
 }
 
@@ -138,10 +138,10 @@ TEST(ParserPartitionOptions, PatitionOptionsWithDeclarePartition)
 
     ASTDeclarePartitionOptions * declare_partition_options = ast->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options->partition_type, "key");
-    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(declare_partition_options->partition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
     EXPECT_EQ(declare_partition_options->subpartition_type, "hash");
-    EXPECT_EQ(declare_partition_options->subpartition_expression->as<ASTIdentifier>()->name, "col_02");
+    EXPECT_EQ(declare_partition_options->subpartition_expression->as<ASTIdentifier>()->name(), "col_02");
     EXPECT_EQ(declare_partition_options->subpartition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 4);
     EXPECT_TRUE(declare_partition_options->declare_partitions->as<ASTExpressionList>()->children[0]->as<ASTDeclarePartition>());
 }
@@ -157,10 +157,10 @@ TEST(ParserPartitionOptions, PatitionOptionsWithDeclarePartitions)
 
     ASTDeclarePartitionOptions * declare_partition_options = ast->as<ASTDeclarePartitionOptions>();
     EXPECT_EQ(declare_partition_options->partition_type, "key");
-    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name, "col_01");
+    EXPECT_EQ(declare_partition_options->partition_expression->as<ASTIdentifier>()->name(), "col_01");
     EXPECT_EQ(declare_partition_options->partition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
     EXPECT_EQ(declare_partition_options->subpartition_type, "hash");
-    EXPECT_EQ(declare_partition_options->subpartition_expression->as<ASTIdentifier>()->name, "col_02");
+    EXPECT_EQ(declare_partition_options->subpartition_expression->as<ASTIdentifier>()->name(), "col_02");
     EXPECT_EQ(declare_partition_options->subpartition_numbers->as<ASTLiteral>()->value.safeGet<UInt64>(), 4);
     EXPECT_TRUE(declare_partition_options->declare_partitions->as<ASTExpressionList>()->children[0]->as<ASTDeclarePartition>());
     EXPECT_TRUE(declare_partition_options->declare_partitions->as<ASTExpressionList>()->children[1]->as<ASTDeclarePartition>());
diff --git a/src/Parsers/MySQL/tests/gtest_partition_parser.cpp b/src/Parsers/MySQL/tests/gtest_partition_parser.cpp
index 48e8a9f53c6..458c7acd553 100644
--- a/src/Parsers/MySQL/tests/gtest_partition_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_partition_parser.cpp
@@ -22,13 +22,13 @@ TEST(ParserPartition, AllPatitionOptions)
     ASTDeclarePartition * declare_partition = ast->as<ASTDeclarePartition>();
     EXPECT_EQ(declare_partition->partition_name, "partition_name");
     ASTDeclareOptions * declare_options = declare_partition->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
     EXPECT_EQ(declare_options->changes["comment"]->as<ASTLiteral>()->value.safeGet<String>(), "partition comment");
     EXPECT_EQ(declare_options->changes["data_directory"]->as<ASTLiteral>()->value.safeGet<String>(), "data_directory");
     EXPECT_EQ(declare_options->changes["index_directory"]->as<ASTLiteral>()->value.safeGet<String>(), "index_directory");
     EXPECT_EQ(declare_options->changes["min_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
     EXPECT_EQ(declare_options->changes["max_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1000);
-    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name, "table_space_name");
+    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name(), "table_space_name");
 }
 
 TEST(ParserPartition, OptionalPatitionOptions)
@@ -40,10 +40,10 @@ TEST(ParserPartition, OptionalPatitionOptions)
     ASTDeclarePartition * declare_partition = ast->as<ASTDeclarePartition>();
     EXPECT_EQ(declare_partition->partition_name, "partition_name");
     ASTDeclareOptions * declare_options = declare_partition->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
     EXPECT_EQ(declare_options->changes["min_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
     EXPECT_EQ(declare_options->changes["max_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1000);
-    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name, "table_space_name");
+    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name(), "table_space_name");
 }
 
 TEST(ParserPartition, PatitionOptionsWithLessThan)
@@ -56,16 +56,16 @@ TEST(ParserPartition, PatitionOptionsWithLessThan)
     EXPECT_EQ(declare_partition_01->partition_name, "partition_01");
     EXPECT_EQ(declare_partition_01->less_than->as<ASTLiteral>()->value.safeGet<UInt64>(), 1991);
     ASTDeclareOptions * declare_options_01 = declare_partition_01->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options_01->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options_01->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
 
     String partition_02 = "PARTITION partition_02 VALUES LESS THAN MAXVALUE STORAGE engine = engine_name";
     ASTPtr ast_partition_02 = parseQuery(p_partition, partition_02.data(), partition_02.data() + partition_02.size(), "", 0, 0);
 
     ASTDeclarePartition * declare_partition_02 = ast_partition_02->as<ASTDeclarePartition>();
     EXPECT_EQ(declare_partition_02->partition_name, "partition_02");
-    EXPECT_EQ(declare_partition_02->less_than->as<ASTIdentifier>()->name, "MAXVALUE");
+    EXPECT_EQ(declare_partition_02->less_than->as<ASTIdentifier>()->name(), "MAXVALUE");
     ASTDeclareOptions * declare_options_02 = declare_partition_02->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options_02->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options_02->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
 
     String partition_03 = "PARTITION partition_03 VALUES LESS THAN (50, MAXVALUE) STORAGE engine = engine_name";
     ASTPtr ast_partition_03 = parseQuery(p_partition, partition_03.data(), partition_03.data() + partition_03.size(), "", 0, 0);
@@ -74,9 +74,9 @@ TEST(ParserPartition, PatitionOptionsWithLessThan)
     EXPECT_EQ(declare_partition_03->partition_name, "partition_03");
     ASTPtr declare_partition_03_argument = declare_partition_03->less_than->as<ASTFunction>()->arguments;
     EXPECT_EQ(declare_partition_03_argument->children[0]->as<ASTLiteral>()->value.safeGet<UInt64>(), 50);
-    EXPECT_EQ(declare_partition_03_argument->children[1]->as<ASTIdentifier>()->name, "MAXVALUE");
+    EXPECT_EQ(declare_partition_03_argument->children[1]->as<ASTIdentifier>()->name(), "MAXVALUE");
     ASTDeclareOptions * declare_options_03 = declare_partition_03->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options_03->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options_03->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
 
     String partition_04 = "PARTITION partition_04 VALUES LESS THAN (MAXVALUE, MAXVALUE) STORAGE engine = engine_name";
     ASTPtr ast_partition_04 = parseQuery(p_partition, partition_04.data(), partition_04.data() + partition_04.size(), "", 0, 0);
@@ -84,10 +84,10 @@ TEST(ParserPartition, PatitionOptionsWithLessThan)
     ASTDeclarePartition * declare_partition_04 = ast_partition_04->as<ASTDeclarePartition>();
     EXPECT_EQ(declare_partition_04->partition_name, "partition_04");
     ASTPtr declare_partition_04_argument = declare_partition_04->less_than->as<ASTFunction>()->arguments;
-    EXPECT_EQ(declare_partition_04_argument->children[0]->as<ASTIdentifier>()->name, "MAXVALUE");
-    EXPECT_EQ(declare_partition_04_argument->children[1]->as<ASTIdentifier>()->name, "MAXVALUE");
+    EXPECT_EQ(declare_partition_04_argument->children[0]->as<ASTIdentifier>()->name(), "MAXVALUE");
+    EXPECT_EQ(declare_partition_04_argument->children[1]->as<ASTIdentifier>()->name(), "MAXVALUE");
     ASTDeclareOptions * declare_options_04 = declare_partition_04->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options_04->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options_04->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
 }
 
 TEST(ParserPartition, PatitionOptionsWithInExpression)
@@ -101,9 +101,9 @@ TEST(ParserPartition, PatitionOptionsWithInExpression)
     ASTPtr declare_partition_01_argument = declare_partition_01->in_expression->as<ASTFunction>()->arguments;
     EXPECT_TRUE(declare_partition_01_argument->children[0]->as<ASTLiteral>()->value.isNull());
     EXPECT_EQ(declare_partition_01_argument->children[1]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1991);
-    EXPECT_EQ(declare_partition_01_argument->children[2]->as<ASTIdentifier>()->name, "MAXVALUE");
+    EXPECT_EQ(declare_partition_01_argument->children[2]->as<ASTIdentifier>()->name(), "MAXVALUE");
     ASTDeclareOptions * declare_options_01 = declare_partition_01->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options_01->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options_01->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
 
     String partition_02 = "PARTITION partition_02 VALUES IN ((NULL, 1991), (1991, NULL), (MAXVALUE, MAXVALUE)) STORAGE engine = engine_name";
     ASTPtr ast_partition_02 = parseQuery(p_partition, partition_02.data(), partition_02.data() + partition_02.size(), "", 0, 0);
@@ -121,11 +121,11 @@ TEST(ParserPartition, PatitionOptionsWithInExpression)
     EXPECT_TRUE(argument_02->as<ASTLiteral>()->value.safeGet<Tuple>()[1].isNull());
 
     ASTPtr argument_03 = declare_partition_02_argument->children[2]->as<ASTFunction>()->arguments;
-    EXPECT_EQ(argument_03->as<ASTExpressionList>()->children[0]->as<ASTIdentifier>()->name, "MAXVALUE");
-    EXPECT_EQ(argument_03->as<ASTExpressionList>()->children[1]->as<ASTIdentifier>()->name, "MAXVALUE");
+    EXPECT_EQ(argument_03->as<ASTExpressionList>()->children[0]->as<ASTIdentifier>()->name(), "MAXVALUE");
+    EXPECT_EQ(argument_03->as<ASTExpressionList>()->children[1]->as<ASTIdentifier>()->name(), "MAXVALUE");
 
     ASTDeclareOptions * declare_options_02 = declare_partition_02->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options_02->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options_02->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
 }
 
 TEST(ParserPartition, PatitionOptionsWithSubpartitions)
diff --git a/src/Parsers/MySQL/tests/gtest_reference_parser.cpp b/src/Parsers/MySQL/tests/gtest_reference_parser.cpp
index 694558b9cc3..7447f16fc7c 100644
--- a/src/Parsers/MySQL/tests/gtest_reference_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_reference_parser.cpp
@@ -14,14 +14,14 @@ TEST(ParserReference, SimpleReference)
     String reference_01 = "REFERENCES table_name (ref_col_01)";
     ASTPtr ast_reference_01 = parseQuery(p_reference, reference_01.data(), reference_01.data() + reference_01.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
 
     String reference_02 = "REFERENCES table_name (ref_col_01, ref_col_02)";
     ASTPtr ast_reference_02 = parseQuery(p_reference, reference_02.data(), reference_02.data() + reference_02.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_table_name, "table_name");
     ASTPtr arguments = ast_reference_02->as<ASTDeclareReference>()->reference_expression->as<ASTFunction>()->arguments;
-    EXPECT_EQ(arguments->children[0]->as<ASTIdentifier>()->name, "ref_col_01");
-    EXPECT_EQ(arguments->children[1]->as<ASTIdentifier>()->name, "ref_col_02");
+    EXPECT_EQ(arguments->children[0]->as<ASTIdentifier>()->name(), "ref_col_01");
+    EXPECT_EQ(arguments->children[1]->as<ASTIdentifier>()->name(), "ref_col_02");
 }
 
 TEST(ParserReference, ReferenceDifferenceKind)
@@ -30,19 +30,19 @@ TEST(ParserReference, ReferenceDifferenceKind)
     String reference_01 = "REFERENCES table_name (ref_col_01) MATCH FULL";
     ASTPtr ast_reference_01 = parseQuery(p_reference, reference_01.data(), reference_01.data() + reference_01.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_FULL);
 
     String reference_02 = "REFERENCES table_name (ref_col_01) MATCH PARTIAL";
     ASTPtr ast_reference_02 = parseQuery(p_reference, reference_02.data(), reference_02.data() + reference_02.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_PARTIAL);
 
     String reference_03 = "REFERENCES table_name (ref_col_01) MATCH SIMPLE";
     ASTPtr ast_reference_03 = parseQuery(p_reference, reference_03.data(), reference_03.data() + reference_03.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_SIMPLE);
 }
 
@@ -52,7 +52,7 @@ TEST(ParserReference, ReferenceDifferenceOption)
     String reference_01 = "REFERENCES table_name (ref_col_01) MATCH FULL ON DELETE RESTRICT ON UPDATE RESTRICT";
     ASTPtr ast_reference_01 = parseQuery(p_reference, reference_01.data(), reference_01.data() + reference_01.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_FULL);
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->on_delete_option, ASTDeclareReference::RESTRICT);
     EXPECT_EQ(ast_reference_01->as<ASTDeclareReference>()->on_update_option, ASTDeclareReference::RESTRICT);
@@ -60,7 +60,7 @@ TEST(ParserReference, ReferenceDifferenceOption)
     String reference_02 = "REFERENCES table_name (ref_col_01) MATCH FULL ON DELETE CASCADE ON UPDATE CASCADE";
     ASTPtr ast_reference_02 = parseQuery(p_reference, reference_02.data(), reference_02.data() + reference_02.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_FULL);
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->on_delete_option, ASTDeclareReference::CASCADE);
     EXPECT_EQ(ast_reference_02->as<ASTDeclareReference>()->on_update_option, ASTDeclareReference::CASCADE);
@@ -68,7 +68,7 @@ TEST(ParserReference, ReferenceDifferenceOption)
     String reference_03 = "REFERENCES table_name (ref_col_01) MATCH FULL ON DELETE SET NULL ON UPDATE SET NULL";
     ASTPtr ast_reference_03 = parseQuery(p_reference, reference_03.data(), reference_03.data() + reference_03.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_FULL);
     EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->on_delete_option, ASTDeclareReference::SET_NULL);
     EXPECT_EQ(ast_reference_03->as<ASTDeclareReference>()->on_update_option, ASTDeclareReference::SET_NULL);
@@ -76,7 +76,7 @@ TEST(ParserReference, ReferenceDifferenceOption)
     String reference_04 = "REFERENCES table_name (ref_col_01) MATCH FULL ON UPDATE NO ACTION ON DELETE NO ACTION";
     ASTPtr ast_reference_04 = parseQuery(p_reference, reference_04.data(), reference_04.data() + reference_04.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_04->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_04->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_04->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_04->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_FULL);
     EXPECT_EQ(ast_reference_04->as<ASTDeclareReference>()->on_delete_option, ASTDeclareReference::NO_ACTION);
     EXPECT_EQ(ast_reference_04->as<ASTDeclareReference>()->on_update_option, ASTDeclareReference::NO_ACTION);
@@ -84,7 +84,7 @@ TEST(ParserReference, ReferenceDifferenceOption)
     String reference_05 = "REFERENCES table_name (ref_col_01) MATCH FULL ON UPDATE SET DEFAULT ON DELETE SET DEFAULT";
     ASTPtr ast_reference_05 = parseQuery(p_reference, reference_05.data(), reference_05.data() + reference_05.size(), "", 0, 0);
     EXPECT_EQ(ast_reference_05->as<ASTDeclareReference>()->reference_table_name, "table_name");
-    EXPECT_EQ(ast_reference_05->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name, "ref_col_01");
+    EXPECT_EQ(ast_reference_05->as<ASTDeclareReference>()->reference_expression->as<ASTIdentifier>()->name(), "ref_col_01");
     EXPECT_EQ(ast_reference_05->as<ASTDeclareReference>()->kind, ASTDeclareReference::MATCH_FULL);
     EXPECT_EQ(ast_reference_05->as<ASTDeclareReference>()->on_delete_option, ASTDeclareReference::SET_DEFAULT);
     EXPECT_EQ(ast_reference_05->as<ASTDeclareReference>()->on_update_option, ASTDeclareReference::SET_DEFAULT);
diff --git a/src/Parsers/MySQL/tests/gtest_subpartition_parser.cpp b/src/Parsers/MySQL/tests/gtest_subpartition_parser.cpp
index 5c1cf3710ab..b375f73c55c 100644
--- a/src/Parsers/MySQL/tests/gtest_subpartition_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_subpartition_parser.cpp
@@ -19,13 +19,13 @@ TEST(ParserSubpartition, AllSubpatitionOptions)
     ASTDeclareSubPartition * declare_subpartition = ast->as<ASTDeclareSubPartition>();
     EXPECT_EQ(declare_subpartition->logical_name, "subpartition_name");
     ASTDeclareOptions * declare_options = declare_subpartition->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
     EXPECT_EQ(declare_options->changes["comment"]->as<ASTLiteral>()->value.safeGet<String>(), "subpartition comment");
     EXPECT_EQ(declare_options->changes["data_directory"]->as<ASTLiteral>()->value.safeGet<String>(), "data_directory");
     EXPECT_EQ(declare_options->changes["index_directory"]->as<ASTLiteral>()->value.safeGet<String>(), "index_directory");
     EXPECT_EQ(declare_options->changes["min_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
     EXPECT_EQ(declare_options->changes["max_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1000);
-    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name, "table_space_name");
+    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name(), "table_space_name");
 }
 
 TEST(ParserSubpartition, OptionalSubpatitionOptions)
@@ -37,9 +37,9 @@ TEST(ParserSubpartition, OptionalSubpatitionOptions)
     ASTDeclareSubPartition * declare_subpartition = ast->as<ASTDeclareSubPartition>();
     EXPECT_EQ(declare_subpartition->logical_name, "subpartition_name");
     ASTDeclareOptions * declare_options = declare_subpartition->options->as<ASTDeclareOptions>();
-    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name, "engine_name");
+    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name(), "engine_name");
     EXPECT_EQ(declare_options->changes["min_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
     EXPECT_EQ(declare_options->changes["max_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1000);
-    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name, "table_space_name");
+    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name(), "table_space_name");
 }
 
diff --git a/src/Parsers/MySQL/tests/gtest_table_options_parser.cpp b/src/Parsers/MySQL/tests/gtest_table_options_parser.cpp
index b051f6149bb..42b9279c96d 100644
--- a/src/Parsers/MySQL/tests/gtest_table_options_parser.cpp
+++ b/src/Parsers/MySQL/tests/gtest_table_options_parser.cpp
@@ -11,7 +11,7 @@ using namespace DB::MySQLParser;
 
 TEST(ParserTableOptions, AllSubpatitionOptions)
 {
-    String input = "AUTO_INCREMENt = 1 AVG_ROW_LENGTh 3 CHARACTER SET utf-8 CHECKSUM 1 COLLATE utf8_bin"
+    String input = "AUTO_INCREMENt = 1 AVG_ROW_LENGTh 3 CHARACTER SET utf8 CHECKSUM 1 COLLATE utf8_bin"
                    " COMMENT 'table option comment' COMPRESSION 'LZ4' CONNECTION 'connect_string' DATA DIRECTORY 'data_directory'"
                    " INDEX DIRECTORY 'index_directory' DELAY_KEY_WRITE 0 ENCRYPTION 'Y' ENGINE INNODB INSERT_METHOD NO KEY_BLOCK_SIZE 3"
                    " MAX_ROWS 1000 MIN_ROWS 0 PACK_KEYS DEFAULT PASSWORD 'password' ROW_FORMAT DYNAMIC STATS_AUTO_RECALC DEFAULT "
@@ -23,9 +23,9 @@ TEST(ParserTableOptions, AllSubpatitionOptions)
     ASTDeclareOptions * declare_options = ast->as<ASTDeclareOptions>();
     EXPECT_EQ(declare_options->changes["auto_increment"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
     EXPECT_EQ(declare_options->changes["avg_row_length"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
-    EXPECT_EQ(declare_options->changes["character_set"]->as<ASTIdentifier>()->name, "utf-8");
+    EXPECT_EQ(declare_options->changes["character_set"]->as<ASTIdentifier>()->name(), "utf8");
     EXPECT_EQ(declare_options->changes["checksum"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
-    EXPECT_EQ(declare_options->changes["collate"]->as<ASTIdentifier>()->name, "utf8_bin");
+    EXPECT_EQ(declare_options->changes["collate"]->as<ASTIdentifier>()->name(), "utf8_bin");
     EXPECT_EQ(declare_options->changes["comment"]->as<ASTLiteral>()->value.safeGet<String>(), "table option comment");
     EXPECT_EQ(declare_options->changes["compression"]->as<ASTLiteral>()->value.safeGet<String>(), "LZ4");
     EXPECT_EQ(declare_options->changes["connection"]->as<ASTLiteral>()->value.safeGet<String>(), "connect_string");
@@ -33,23 +33,23 @@ TEST(ParserTableOptions, AllSubpatitionOptions)
     EXPECT_EQ(declare_options->changes["index_directory"]->as<ASTLiteral>()->value.safeGet<String>(), "index_directory");
     EXPECT_EQ(declare_options->changes["delay_key_write"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
     EXPECT_EQ(declare_options->changes["encryption"]->as<ASTLiteral>()->value.safeGet<String>(), "Y");
-    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name, "INNODB");
-    EXPECT_EQ(declare_options->changes["insert_method"]->as<ASTIdentifier>()->name, "NO");
+    EXPECT_EQ(declare_options->changes["engine"]->as<ASTIdentifier>()->name(), "INNODB");
+    EXPECT_EQ(declare_options->changes["insert_method"]->as<ASTIdentifier>()->name(), "NO");
     EXPECT_EQ(declare_options->changes["key_block_size"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
 
     EXPECT_EQ(declare_options->changes["max_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1000);
     EXPECT_EQ(declare_options->changes["min_rows"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 0);
-    EXPECT_EQ(declare_options->changes["pack_keys"]->as<ASTIdentifier>()->name, "DEFAULT");
+    EXPECT_EQ(declare_options->changes["pack_keys"]->as<ASTIdentifier>()->name(), "DEFAULT");
     EXPECT_EQ(declare_options->changes["password"]->as<ASTLiteral>()->value.safeGet<String>(), "password");
-    EXPECT_EQ(declare_options->changes["row_format"]->as<ASTIdentifier>()->name, "DYNAMIC");
-    EXPECT_EQ(declare_options->changes["stats_auto_recalc"]->as<ASTIdentifier>()->name, "DEFAULT");
-    EXPECT_EQ(declare_options->changes["stats_persistent"]->as<ASTIdentifier>()->name, "DEFAULT");
+    EXPECT_EQ(declare_options->changes["row_format"]->as<ASTIdentifier>()->name(), "DYNAMIC");
+    EXPECT_EQ(declare_options->changes["stats_auto_recalc"]->as<ASTIdentifier>()->name(), "DEFAULT");
+    EXPECT_EQ(declare_options->changes["stats_persistent"]->as<ASTIdentifier>()->name(), "DEFAULT");
     EXPECT_EQ(declare_options->changes["stats_sample_pages"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 3);
-    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name, "tablespace_name");
+    EXPECT_EQ(declare_options->changes["tablespace"]->as<ASTIdentifier>()->name(), "tablespace_name");
 
     ASTPtr arguments = declare_options->changes["union"]->as<ASTFunction>()->arguments;
-    EXPECT_EQ(arguments->children[0]->as<ASTIdentifier>()->name, "table_01");
-    EXPECT_EQ(arguments->children[1]->as<ASTIdentifier>()->name, "table_02");
+    EXPECT_EQ(arguments->children[0]->as<ASTIdentifier>()->name(), "table_01");
+    EXPECT_EQ(arguments->children[1]->as<ASTIdentifier>()->name(), "table_02");
 }
 
 TEST(ParserTableOptions, OptionalTableOptions)
@@ -60,5 +60,5 @@ TEST(ParserTableOptions, OptionalTableOptions)
 
     ASTDeclareOptions * declare_options = ast->as<ASTDeclareOptions>();
     EXPECT_EQ(declare_options->changes["auto_increment"]->as<ASTLiteral>()->value.safeGet<UInt64>(), 1);
-    EXPECT_EQ(declare_options->changes["stats_auto_recalc"]->as<ASTIdentifier>()->name, "DEFAULT");
+    EXPECT_EQ(declare_options->changes["stats_auto_recalc"]->as<ASTIdentifier>()->name(), "DEFAULT");
 }
diff --git a/src/Parsers/ParserCreateQuery.cpp b/src/Parsers/ParserCreateQuery.cpp
index fb0fd20b4ed..6416e08d93b 100644
--- a/src/Parsers/ParserCreateQuery.cpp
+++ b/src/Parsers/ParserCreateQuery.cpp
@@ -19,6 +19,11 @@
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
 bool ParserNestedTable::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     ParserToken open(TokenType::OpeningRoundBracket);
@@ -109,7 +114,7 @@ bool ParserIndexDeclaration::parseImpl(Pos & pos, ASTPtr & node, Expected & expe
         return false;
 
     auto index = std::make_shared<ASTIndexDeclaration>();
-    index->name = name->as<ASTIdentifier &>().name;
+    index->name = name->as<ASTIdentifier &>().name();
     index->granularity = granularity->as<ASTLiteral &>().value.safeGet<UInt64>();
     index->set(index->expr, expr);
     index->set(index->type, type);
@@ -138,7 +143,7 @@ bool ParserConstraintDeclaration::parseImpl(Pos & pos, ASTPtr & node, Expected &
         return false;
 
     auto constraint = std::make_shared<ASTConstraintDeclaration>();
-    constraint->name = name->as<ASTIdentifier &>().name;
+    constraint->name = name->as<ASTIdentifier &>().name();
     constraint->set(constraint->expr, expr);
     node = constraint;
 
@@ -150,10 +155,12 @@ bool ParserTablePropertyDeclaration::parseImpl(Pos & pos, ASTPtr & node, Expecte
 {
     ParserKeyword s_index("INDEX");
     ParserKeyword s_constraint("CONSTRAINT");
+    ParserKeyword s_primary_key("PRIMARY KEY");
 
     ParserIndexDeclaration index_p;
     ParserConstraintDeclaration constraint_p;
     ParserColumnDeclaration column_p{true, true};
+    ParserExpression primary_key_p;
 
     ASTPtr new_node = nullptr;
 
@@ -167,6 +174,11 @@ bool ParserTablePropertyDeclaration::parseImpl(Pos & pos, ASTPtr & node, Expecte
         if (!constraint_p.parse(pos, new_node, expected))
             return false;
     }
+    else if (s_primary_key.ignore(pos, expected))
+    {
+        if (!primary_key_p.parse(pos, new_node, expected))
+            return false;
+    }
     else
     {
         if (!column_p.parse(pos, new_node, expected))
@@ -201,6 +213,7 @@ bool ParserTablePropertiesDeclarationList::parseImpl(Pos & pos, ASTPtr & node, E
     ASTPtr columns = std::make_shared<ASTExpressionList>();
     ASTPtr indices = std::make_shared<ASTExpressionList>();
     ASTPtr constraints = std::make_shared<ASTExpressionList>();
+    ASTPtr primary_key;
 
     for (const auto & elem : list->children)
     {
@@ -210,6 +223,14 @@ bool ParserTablePropertiesDeclarationList::parseImpl(Pos & pos, ASTPtr & node, E
             indices->children.push_back(elem);
         else if (elem->as<ASTConstraintDeclaration>())
             constraints->children.push_back(elem);
+        else if (elem->as<ASTIdentifier>() || elem->as<ASTFunction>())
+        {
+            if (primary_key)
+            {
+                throw Exception("Multiple primary keys are not allowed.", ErrorCodes::BAD_ARGUMENTS);
+            }
+            primary_key = elem;
+        }
         else
             return false;
     }
@@ -222,6 +243,8 @@ bool ParserTablePropertiesDeclarationList::parseImpl(Pos & pos, ASTPtr & node, E
         res->set(res->indices, indices);
     if (!constraints->children.empty())
         res->set(res->constraints, constraints);
+    if (primary_key)
+        res->set(res->primary_key, primary_key);
 
     node = res;
 
@@ -472,6 +495,15 @@ bool ParserCreateTableQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expe
     query->set(query->columns_list, columns_list);
     query->set(query->storage, storage);
 
+    if (query->storage && query->columns_list && query->columns_list->primary_key)
+    {
+        if (query->storage->primary_key)
+        {
+            throw Exception("Multiple primary keys are not allowed.", ErrorCodes::BAD_ARGUMENTS);
+        }
+        query->storage->primary_key = query->columns_list->primary_key;
+    }
+
     tryGetIdentifierNameInto(as_database, query->as_database);
     tryGetIdentifierNameInto(as_table, query->as_table);
     query->set(query->select, select);
diff --git a/src/Parsers/ParserCreateQuery.h b/src/Parsers/ParserCreateQuery.h
index 60933f7384d..3c20446eb15 100644
--- a/src/Parsers/ParserCreateQuery.h
+++ b/src/Parsers/ParserCreateQuery.h
@@ -391,6 +391,7 @@ protected:
   *     ...
   *     INDEX name1 expr TYPE type1(args) GRANULARITY value,
   *     ...
+  *     PRIMARY KEY expr
   * ) ENGINE = engine
   *
   * Or:
diff --git a/src/Parsers/ParserDataType.cpp b/src/Parsers/ParserDataType.cpp
index a0a4eb97efe..ee746329bff 100644
--- a/src/Parsers/ParserDataType.cpp
+++ b/src/Parsers/ParserDataType.cpp
@@ -1,13 +1,38 @@
 #include <Parsers/ParserDataType.h>
-#include <Parsers/ExpressionElementParsers.h>
-#include <Parsers/CommonParsers.h>
+
 #include <Parsers/ASTFunction.h>
 #include <Parsers/ASTIdentifier.h>
+#include <Parsers/CommonParsers.h>
+#include <Parsers/ExpressionElementParsers.h>
 #include <Parsers/ParserCreateQuery.h>
 
+
 namespace DB
 {
 
+namespace
+{
+
+/// Wrapper to allow mixed lists of nested and normal types.
+class ParserNestedTableOrExpression : public IParserBase
+{
+    private:
+        const char * getName() const override { return "data type or expression"; }
+        bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override
+        {
+            ParserNestedTable parser1;
+
+            if (parser1.parse(pos, node, expected))
+                return true;
+
+            ParserExpression parser2;
+
+            return parser2.parse(pos, node, expected);
+        }
+};
+
+}
+
 bool ParserDataType::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     ParserNestedTable nested;
@@ -78,7 +103,7 @@ bool ParserDataType::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
     ++pos;
 
     /// Parse optional parameters
-    ParserList args_parser(std::make_unique<ParserExpression>(), std::make_unique<ParserToken>(TokenType::Comma));
+    ParserList args_parser(std::make_unique<ParserNestedTableOrExpression>(), std::make_unique<ParserToken>(TokenType::Comma));
     ASTPtr expr_list_args;
 
     if (!args_parser.parse(pos, expr_list_args, expected))
diff --git a/src/Parsers/ParserDictionary.cpp b/src/Parsers/ParserDictionary.cpp
index d69e4b02aed..77cd480d595 100644
--- a/src/Parsers/ParserDictionary.cpp
+++ b/src/Parsers/ParserDictionary.cpp
@@ -95,9 +95,9 @@ bool ParserDictionaryRange::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
             return false;
 
         if (pair.first == "min")
-            res->min_attr_name = identifier->name;
+            res->min_attr_name = identifier->name();
         else if (pair.first == "max")
-            res->max_attr_name = identifier->name;
+            res->max_attr_name = identifier->name();
         else
             return false;
     }
diff --git a/src/Parsers/ParserDropQuery.cpp b/src/Parsers/ParserDropQuery.cpp
index 31a6250a006..e09642e7b84 100644
--- a/src/Parsers/ParserDropQuery.cpp
+++ b/src/Parsers/ParserDropQuery.cpp
@@ -46,6 +46,9 @@ bool parseDropQuery(IParser::Pos & pos, ASTPtr & node, Expected & expected, bool
             if (!ASTQueryWithOnCluster::parse(pos, cluster_str, expected))
                 return false;
         }
+
+        if (s_no_delay.ignore(pos, expected) || s_sync.ignore(pos, expected))
+            no_delay = true;
     }
     else
     {
diff --git a/src/Parsers/ParserExplainQuery.cpp b/src/Parsers/ParserExplainQuery.cpp
index c6792d6094b..69281149dc1 100644
--- a/src/Parsers/ParserExplainQuery.cpp
+++ b/src/Parsers/ParserExplainQuery.cpp
@@ -10,26 +10,14 @@ namespace DB
 bool ParserExplainQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
     ASTExplainQuery::ExplainKind kind;
-    bool old_syntax = false;
 
     ParserKeyword s_ast("AST");
-    ParserKeyword s_analyze("ANALYZE");
     ParserKeyword s_explain("EXPLAIN");
     ParserKeyword s_syntax("SYNTAX");
     ParserKeyword s_pipeline("PIPELINE");
     ParserKeyword s_plan("PLAN");
 
-    if (enable_debug_queries && s_ast.ignore(pos, expected))
-    {
-        old_syntax = true;
-        kind = ASTExplainQuery::ExplainKind::ParsedAST;
-    }
-    else if (enable_debug_queries && s_analyze.ignore(pos, expected))
-    {
-        old_syntax = true;
-        kind = ASTExplainQuery::ExplainKind::AnalyzedSyntax;
-    }
-    else if (s_explain.ignore(pos, expected))
+    if (s_explain.ignore(pos, expected))
     {
         kind = ASTExplainQuery::QueryPlan;
 
@@ -45,7 +33,7 @@ bool ParserExplainQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected
     else
         return false;
 
-    auto explain_query = std::make_shared<ASTExplainQuery>(kind, old_syntax);
+    auto explain_query = std::make_shared<ASTExplainQuery>(kind);
 
     {
         ASTPtr settings;
diff --git a/src/Parsers/ParserExplainQuery.h b/src/Parsers/ParserExplainQuery.h
index 224f466c1a1..b58597b9248 100644
--- a/src/Parsers/ParserExplainQuery.h
+++ b/src/Parsers/ParserExplainQuery.h
@@ -8,18 +8,9 @@ namespace DB
 
 class ParserExplainQuery : public IParserBase
 {
-public:
-    explicit ParserExplainQuery(bool enable_debug_queries_ = false)
-        : enable_debug_queries(enable_debug_queries_)
-    {
-    }
-
 protected:
     const char * getName() const override { return "EXPLAIN"; }
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
-
-private:
-    bool enable_debug_queries;
 };
 
 }
diff --git a/src/Parsers/ParserQuery.cpp b/src/Parsers/ParserQuery.cpp
index 801f36afa14..89ddd1797c0 100644
--- a/src/Parsers/ParserQuery.cpp
+++ b/src/Parsers/ParserQuery.cpp
@@ -26,7 +26,7 @@ namespace DB
 
 bool ParserQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
-    ParserQueryWithOutput query_with_output_p(enable_explain);
+    ParserQueryWithOutput query_with_output_p;
     ParserInsertQuery insert_p(end);
     ParserUseQuery use_p;
     ParserSetQuery set_p;
diff --git a/src/Parsers/ParserQuery.h b/src/Parsers/ParserQuery.h
index e9a2aae29a7..be72a436be8 100644
--- a/src/Parsers/ParserQuery.h
+++ b/src/Parsers/ParserQuery.h
@@ -10,16 +10,12 @@ class ParserQuery : public IParserBase
 {
 private:
     const char * end;
-    bool enable_explain;    /// Allow queries prefixed with AST and ANALYZE for development purposes.
 
     const char * getName() const override { return "Query"; }
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
 
 public:
-    ParserQuery(const char * end_, bool enable_explain_ = false)
-        : end(end_),
-        enable_explain(enable_explain_)
-    {}
+    explicit ParserQuery(const char * end_) : end(end_) {}
 };
 
 }
diff --git a/src/Parsers/ParserQueryWithOutput.cpp b/src/Parsers/ParserQueryWithOutput.cpp
index c2ebf85b709..76a3e8b95f8 100644
--- a/src/Parsers/ParserQueryWithOutput.cpp
+++ b/src/Parsers/ParserQueryWithOutput.cpp
@@ -48,7 +48,7 @@ bool ParserQueryWithOutput::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
     ParserShowCreateAccessEntityQuery show_create_access_entity_p;
     ParserShowGrantsQuery show_grants_p;
     ParserShowPrivilegesQuery show_privileges_p;
-    ParserExplainQuery explain_p(enable_debug_queries);
+    ParserExplainQuery explain_p;
 
     ASTPtr query;
 
diff --git a/src/Parsers/ParserQueryWithOutput.h b/src/Parsers/ParserQueryWithOutput.h
index d0962862c42..110cf923147 100644
--- a/src/Parsers/ParserQueryWithOutput.h
+++ b/src/Parsers/ParserQueryWithOutput.h
@@ -10,19 +10,9 @@ namespace DB
 /// Parse queries supporting [INTO OUTFILE 'file_name'] [FORMAT format_name] [SETTINGS key1 = value1, key2 = value2, ...] suffix.
 class ParserQueryWithOutput : public IParserBase
 {
-public:
-    /// enable_debug_queries flag enables queries 'AST SELECT' and 'ANALYZE SELECT'
-    explicit ParserQueryWithOutput(bool enable_debug_queries_ = false)
-        : enable_debug_queries(enable_debug_queries_)
-    {}
-
 protected:
     const char * getName() const override { return "Query with output"; }
-
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
-
-private:
-    bool enable_debug_queries;
 };
 
 }
diff --git a/src/Parsers/ParserSystemQuery.cpp b/src/Parsers/ParserSystemQuery.cpp
index a98ca2d4922..020b7993c2d 100644
--- a/src/Parsers/ParserSystemQuery.cpp
+++ b/src/Parsers/ParserSystemQuery.cpp
@@ -129,6 +129,33 @@ bool ParserSystemQuery::parseImpl(IParser::Pos & pos, ASTPtr & node, Expected &
 
         case Type::STOP_MERGES:
         case Type::START_MERGES:
+        {
+            String storage_policy_str;
+            String volume_str;
+
+            if (ParserKeyword{"ON VOLUME"}.ignore(pos, expected))
+            {
+                ASTPtr ast;
+                if (ParserIdentifier{}.parse(pos, ast, expected))
+                    storage_policy_str = ast->as<ASTIdentifier &>().name();
+                else
+                    return false;
+
+                if (!ParserToken{TokenType::Dot}.ignore(pos, expected))
+                    return false;
+
+                if (ParserIdentifier{}.parse(pos, ast, expected))
+                    volume_str = ast->as<ASTIdentifier &>().name();
+                else
+                    return false;
+            }
+            res->storage_policy = storage_policy_str;
+            res->volume = volume_str;
+            if (res->volume.empty() && res->storage_policy.empty())
+                parseDatabaseAndTableName(pos, expected, res->database, res->table);
+            break;
+        }
+
         case Type::STOP_TTL_MERGES:
         case Type::START_TTL_MERGES:
         case Type::STOP_MOVES:
diff --git a/src/Parsers/ParserTablesInSelectQuery.cpp b/src/Parsers/ParserTablesInSelectQuery.cpp
index a13baf69420..1264acefe64 100644
--- a/src/Parsers/ParserTablesInSelectQuery.cpp
+++ b/src/Parsers/ParserTablesInSelectQuery.cpp
@@ -23,7 +23,7 @@ bool ParserTableExpression::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
 
     if (!ParserWithOptionalAlias(std::make_unique<ParserSubquery>(), true).parse(pos, res->subquery, expected)
         && !ParserWithOptionalAlias(std::make_unique<ParserFunction>(), true).parse(pos, res->table_function, expected)
-        && !ParserWithOptionalAlias(std::make_unique<ParserCompoundIdentifier>(), true).parse(pos, res->database_and_table_name, expected))
+        && !ParserWithOptionalAlias(std::make_unique<ParserCompoundIdentifier>(false, true), true).parse(pos, res->database_and_table_name, expected))
         return false;
 
     /// FINAL
diff --git a/src/Parsers/obfuscateQueries.cpp b/src/Parsers/obfuscateQueries.cpp
index 32382b70bd7..11f4a77ee0e 100644
--- a/src/Parsers/obfuscateQueries.cpp
+++ b/src/Parsers/obfuscateQueries.cpp
@@ -927,7 +927,7 @@ void obfuscateQueries(
         }
         else
         {
-            /// Everyting else is kept as is.
+            /// Everything else is kept as is.
             result.write(token.begin, token.size());
         }
     }
diff --git a/src/Parsers/tests/gtest_dictionary_parser.cpp b/src/Parsers/tests/gtest_dictionary_parser.cpp
index 6b777af77a2..c2bde5fa8f1 100644
--- a/src/Parsers/tests/gtest_dictionary_parser.cpp
+++ b/src/Parsers/tests/gtest_dictionary_parser.cpp
@@ -86,7 +86,7 @@ TEST(ParserDictionaryDDL, SimpleDictionary)
     auto * primary_key = create->dictionary->primary_key;
 
     EXPECT_EQ(primary_key->children.size(), 1);
-    EXPECT_EQ(primary_key->children[0]->as<ASTIdentifier>()->name, "key_column");
+    EXPECT_EQ(primary_key->children[0]->as<ASTIdentifier>()->name(), "key_column");
 
     /// range test
     auto * range = create->dictionary->range;
diff --git a/src/Parsers/ya.make b/src/Parsers/ya.make
index 4ec97b8b55b..4f8b8a82210 100644
--- a/src/Parsers/ya.make
+++ b/src/Parsers/ya.make
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     ASTAlterQuery.cpp
diff --git a/src/Parsers/ya.make.in b/src/Parsers/ya.make.in
index 8b214f90a03..5ee7f637941 100644
--- a/src/Parsers/ya.make.in
+++ b/src/Parsers/ya.make.in
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Processors/Formats/IRowInputFormat.cpp b/src/Processors/Formats/IRowInputFormat.cpp
index 12d4db1f4a8..79df9f6956c 100644
--- a/src/Processors/Formats/IRowInputFormat.cpp
+++ b/src/Processors/Formats/IRowInputFormat.cpp
@@ -14,6 +14,7 @@ namespace ErrorCodes
     extern const int CANNOT_PARSE_DATE;
     extern const int CANNOT_PARSE_DATETIME;
     extern const int CANNOT_READ_ARRAY_FROM_TEXT;
+    extern const int CANNOT_READ_ALL_DATA;
     extern const int CANNOT_PARSE_NUMBER;
     extern const int CANNOT_PARSE_UUID;
     extern const int TOO_LARGE_STRING_SIZE;
@@ -32,6 +33,7 @@ bool isParseError(int code)
         || code == ErrorCodes::CANNOT_READ_ARRAY_FROM_TEXT
         || code == ErrorCodes::CANNOT_PARSE_NUMBER
         || code == ErrorCodes::CANNOT_PARSE_UUID
+        || code == ErrorCodes::CANNOT_READ_ALL_DATA
         || code == ErrorCodes::TOO_LARGE_STRING_SIZE
         || code == ErrorCodes::ARGUMENT_OUT_OF_BOUND       /// For Decimals
         || code == ErrorCodes::INCORRECT_DATA;             /// For some ReadHelpers
diff --git a/src/Processors/Formats/IRowInputFormat.h b/src/Processors/Formats/IRowInputFormat.h
index 1931fba2a0d..6571359bea5 100644
--- a/src/Processors/Formats/IRowInputFormat.h
+++ b/src/Processors/Formats/IRowInputFormat.h
@@ -37,7 +37,7 @@ struct RowInputFormatParams
 bool isParseError(int code);
 bool checkTimeLimit(const RowInputFormatParams & params, const Stopwatch & stopwatch);
 
-///Row oriented input format: reads data row by row.
+/// Row oriented input format: reads data row by row.
 class IRowInputFormat : public IInputFormat
 {
 public:
diff --git a/src/Processors/Formats/Impl/AvroRowInputFormat.cpp b/src/Processors/Formats/Impl/AvroRowInputFormat.cpp
index 812bed23451..cf7a020ee0b 100644
--- a/src/Processors/Formats/Impl/AvroRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/AvroRowInputFormat.cpp
@@ -1,4 +1,5 @@
 #include "AvroRowInputFormat.h"
+#include "DataTypes/DataTypeLowCardinality.h"
 #if USE_AVRO
 
 #include <numeric>
@@ -174,7 +175,8 @@ static std::string nodeName(avro::NodePtr node)
 
 AvroDeserializer::DeserializeFn AvroDeserializer::createDeserializeFn(avro::NodePtr root_node, DataTypePtr target_type)
 {
-    WhichDataType target(target_type);
+    const WhichDataType target = removeLowCardinality(target_type);
+
     switch (root_node->type())
     {
         case avro::AVRO_STRING: [[fallthrough]];
@@ -384,7 +386,8 @@ AvroDeserializer::DeserializeFn AvroDeserializer::createDeserializeFn(avro::Node
     }
 
     throw Exception(
-        "Type " + target_type->getName() + " is not compatible with Avro " + avro::toString(root_node->type()) + ":\n" + nodeToJson(root_node),
+        "Type " + target_type->getName() + " is not compatible with Avro " + avro::toString(root_node->type()) + ":\n"
+        + nodeToJson(root_node),
         ErrorCodes::ILLEGAL_COLUMN);
 }
 
diff --git a/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp b/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp
index 93cd0a623c7..abb468741c5 100644
--- a/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp
@@ -130,7 +130,7 @@ bool TSKVRowInputFormat::readRow(MutableColumns & columns, RowReadExtension & ex
                         throw Exception("Unknown field found while parsing TSKV format: " + name_ref.toString(), ErrorCodes::INCORRECT_DATA);
 
                     /// If the key is not found, skip the value.
-                    NullSink sink;
+                    NullOutput sink;
                     readEscapedStringInto(sink, in);
                 }
                 else
diff --git a/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp b/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp
index c7da0e7383e..529b70e4e09 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp
@@ -20,7 +20,7 @@ namespace ErrorCodes
 
 static void skipTSVRow(ReadBuffer & in, const size_t num_columns)
 {
-    NullSink null_sink;
+    NullOutput null_sink;
 
     for (size_t i = 0; i < num_columns; ++i)
     {
@@ -196,7 +196,7 @@ bool TabSeparatedRowInputFormat::readRow(MutableColumns & columns, RowReadExtens
         }
         else
         {
-            NullSink null_sink;
+            NullOutput null_sink;
             readEscapedStringInto(null_sink, in);
         }
 
@@ -353,7 +353,7 @@ void TabSeparatedRowInputFormat::tryDeserializeField(const DataTypePtr & type, I
     }
     else
     {
-        NullSink null_sink;
+        NullOutput null_sink;
         readEscapedStringInto(null_sink, in);
     }
 }
diff --git a/src/Processors/IAccumulatingTransform.h b/src/Processors/IAccumulatingTransform.h
index 3e77c798ad7..b51753199c3 100644
--- a/src/Processors/IAccumulatingTransform.h
+++ b/src/Processors/IAccumulatingTransform.h
@@ -36,7 +36,7 @@ public:
     Status prepare() override;
     void work() override;
 
-    /// Adds additional port fo totals.
+    /// Adds additional port for totals.
     /// If added, totals will have been ready by the first generate() call (in totals chunk).
     InputPort * addTotalsPort();
 
diff --git a/src/Processors/Transforms/ConvertingTransform.h b/src/Processors/Transforms/ConvertingTransform.h
index b426a2ab525..4ae74457998 100644
--- a/src/Processors/Transforms/ConvertingTransform.h
+++ b/src/Processors/Transforms/ConvertingTransform.h
@@ -1,7 +1,9 @@
 #pragma once
+
 #include <Processors/ISimpleTransform.h>
 #include <Core/ColumnNumbers.h>
 
+
 namespace DB
 {
 
@@ -46,7 +48,7 @@ private:
     /// How to construct result block. Position in source block, where to get each column.
     ColumnNumbers conversion;
     /// Do not check that constants are same. Use value from result_header.
-    /// This is needed in case run functions which are constant in query scope, 
+    /// This is needed in case run functions which are constant in query scope,
     /// but may return different result being executed remotely, like `now64()` or `randConstant()`.
     /// In this case we replace constants from remote source to constatns from initiator.
     bool ignore_constant_values;
diff --git a/src/Processors/ya.make b/src/Processors/ya.make
index b2f8b9ba7c2..7898576ad2d 100644
--- a/src/Processors/ya.make
+++ b/src/Processors/ya.make
@@ -7,7 +7,6 @@ PEERDIR(
     contrib/libs/protobuf
 )
 
-CFLAGS(-g0)
 
 SRCS(
     Chunk.cpp
diff --git a/src/Processors/ya.make.in b/src/Processors/ya.make.in
index 3dc63479238..d1aa7d43b6a 100644
--- a/src/Processors/ya.make.in
+++ b/src/Processors/ya.make.in
@@ -6,7 +6,6 @@ PEERDIR(
     contrib/libs/protobuf
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -P 'Arrow|Avro|ORC|Parquet|CapnProto' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Server/HTTPHandler.cpp b/src/Server/HTTPHandler.cpp
index 48d54a23d20..5e03e1d178c 100644
--- a/src/Server/HTTPHandler.cpp
+++ b/src/Server/HTTPHandler.cpp
@@ -17,7 +17,6 @@
 #include <Common/StringUtils/StringUtils.h>
 #include <Common/escapeForFileName.h>
 #include <common/getFQDNOrHostName.h>
-#include <Common/CurrentThread.h>
 #include <Common/setThreadName.h>
 #include <Common/SettingsChanges.h>
 #include <Disks/StoragePolicy.h>
@@ -96,6 +95,7 @@ namespace ErrorCodes
     extern const int WRONG_PASSWORD;
     extern const int REQUIRED_PASSWORD;
 
+    extern const int BAD_REQUEST_PARAMETER;
     extern const int INVALID_SESSION_TIMEOUT;
     extern const int HTTP_LENGTH_REQUIRED;
 }
@@ -236,7 +236,8 @@ void HTTPHandler::processQuery(
     Poco::Net::HTTPServerRequest & request,
     HTMLForm & params,
     Poco::Net::HTTPServerResponse & response,
-    Output & used_output)
+    Output & used_output,
+    std::optional<CurrentThread::QueryScope> & query_scope)
 {
     LOG_TRACE(log, "Request URI: {}", request.getURI());
 
@@ -279,9 +280,7 @@ void HTTPHandler::processQuery(
         }
     }
 
-    std::string query_id = params.get("query_id", "");
     context.setUser(user, password, request.clientAddress());
-    context.setCurrentQueryId(query_id);
     if (!quota_key.empty())
         context.setQuotaKey(quota_key);
 
@@ -311,6 +310,31 @@ void HTTPHandler::processQuery(
             session->release();
     });
 
+    // Parse the OpenTelemetry traceparent header.
+    // Disable in Arcadia -- it interferes with the
+    // test_clickhouse.TestTracing.test_tracing_via_http_proxy[traceparent] test.
+#if !defined(ARCADIA_BUILD)
+    if (request.has("traceparent"))
+    {
+        std::string opentelemetry_traceparent = request.get("traceparent");
+        std::string error;
+        if (!context.getClientInfo().parseTraceparentHeader(
+            opentelemetry_traceparent, error))
+        {
+            throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER,
+                "Failed to parse OpenTelemetry traceparent header '{}': {}",
+                opentelemetry_traceparent, error);
+        }
+
+        context.getClientInfo().opentelemetry_tracestate = request.get("tracestate", "");
+    }
+#endif
+
+    // Set the query id supplied by the user, if any, and also update the
+    // OpenTelemetry fields.
+    context.setCurrentQueryId(params.get("query_id",
+        request.get("X-ClickHouse-Query-Id", "")));
+
     /// The client can pass a HTTP header indicating supported compression method (gzip or deflate).
     String http_response_compression_methods = request.get("Accept-Encoding", "");
     CompressionMethod http_response_compression_method = CompressionMethod::None;
@@ -595,6 +619,8 @@ void HTTPHandler::processQuery(
 
     customizeContext(request, context);
 
+    query_scope.emplace(context);
+
     executeQuery(*in, *used_output.out_maybe_delayed_and_compressed, /* allow_into_outfile = */ false, context,
         [&response] (const String & current_query_id, const String & content_type, const String & format, const String & timezone)
         {
@@ -694,7 +720,8 @@ void HTTPHandler::handleRequest(Poco::Net::HTTPServerRequest & request, Poco::Ne
     /// Should be initialized before anything,
     /// For correct memory accounting.
     Context context = server.context();
-    CurrentThread::QueryScope query_scope(context);
+    /// Cannot be set here, since query_id is unknown.
+    std::optional<CurrentThread::QueryScope> query_scope;
 
     Output used_output;
 
@@ -719,7 +746,7 @@ void HTTPHandler::handleRequest(Poco::Net::HTTPServerRequest & request, Poco::Ne
             throw Exception("The Transfer-Encoding is not chunked and there is no Content-Length header for POST request", ErrorCodes::HTTP_LENGTH_REQUIRED);
         }
 
-        processQuery(context, request, params, response, used_output);
+        processQuery(context, request, params, response, used_output, query_scope);
         LOG_DEBUG(log, "Done processing query");
     }
     catch (...)
diff --git a/src/Server/HTTPHandler.h b/src/Server/HTTPHandler.h
index be3fa6d4c4a..96727df5404 100644
--- a/src/Server/HTTPHandler.h
+++ b/src/Server/HTTPHandler.h
@@ -4,6 +4,7 @@
 
 #include <Poco/Net/HTTPRequestHandler.h>
 
+#include <Common/CurrentThread.h>
 #include <Common/CurrentMetrics.h>
 #include <Common/HTMLForm.h>
 #include <Core/Names.h>
@@ -76,7 +77,8 @@ private:
         Poco::Net::HTTPServerRequest & request,
         HTMLForm & params,
         Poco::Net::HTTPServerResponse & response,
-        Output & used_output);
+        Output & used_output,
+        std::optional<CurrentThread::QueryScope> & query_scope);
 
     void trySendExceptionToClient(
         const std::string & s,
diff --git a/src/Server/HTTPHandlerFactory.cpp b/src/Server/HTTPHandlerFactory.cpp
index f34852054d1..8915ea747ca 100644
--- a/src/Server/HTTPHandlerFactory.cpp
+++ b/src/Server/HTTPHandlerFactory.cpp
@@ -8,6 +8,7 @@
 #include "ReplicasStatusHandler.h"
 #include "InterserverIOHTTPHandler.h"
 #include "PrometheusRequestHandler.h"
+#include "WebUIRequestHandler.h"
 
 
 namespace DB
@@ -78,7 +79,9 @@ static inline auto createHandlersFactoryFromConfig(
     for (const auto & key : keys)
     {
         if (key == "defaults")
+        {
             addDefaultHandlersFactory(*main_handler_factory, server, async_metrics);
+        }
         else if (startsWith(key, "rule"))
         {
             const auto & handler_type = server.config().getString(prefix + "." + key + ".handler.type", "");
@@ -112,7 +115,9 @@ static inline auto createHandlersFactoryFromConfig(
 static inline Poco::Net::HTTPRequestHandlerFactory * createHTTPHandlerFactory(IServer & server, const std::string & name, AsynchronousMetrics & async_metrics)
 {
     if (server.config().has("http_handlers"))
+    {
         return createHandlersFactoryFromConfig(server, name, "http_handlers", async_metrics);
+    }
     else
     {
         auto factory = std::make_unique<HTTPRequestHandlerFactoryMain>(name);
@@ -168,6 +173,10 @@ void addCommonDefaultHandlersFactory(HTTPRequestHandlerFactoryMain & factory, IS
     auto replicas_status_handler = std::make_unique<HandlingRuleHTTPHandlerFactory<ReplicasStatusHandler>>(server);
     replicas_status_handler->attachNonStrictPath("/replicas_status")->allowGetAndHeadRequest();
     factory.addHandler(replicas_status_handler.release());
+
+    auto web_ui_handler = std::make_unique<HandlingRuleHTTPHandlerFactory<WebUIRequestHandler>>(server, "play.html");
+    web_ui_handler->attachNonStrictPath("/play")->allowGetAndHeadRequest();
+    factory.addHandler(web_ui_handler.release());
 }
 
 void addDefaultHandlersFactory(HTTPRequestHandlerFactoryMain & factory, IServer & server, AsynchronousMetrics & async_metrics)
diff --git a/src/Server/ReplicasStatusHandler.cpp b/src/Server/ReplicasStatusHandler.cpp
index bc5436f00ee..1aa5c10afd7 100644
--- a/src/Server/ReplicasStatusHandler.cpp
+++ b/src/Server/ReplicasStatusHandler.cpp
@@ -43,8 +43,8 @@ void ReplicasStatusHandler::handleRequest(Poco::Net::HTTPServerRequest & request
         /// Iterate through all the replicated tables.
         for (const auto & db : databases)
         {
-            /// Lazy database can not contain replicated tables
-            if (db.second->getEngineName() == "Lazy")
+            /// Check if database can contain replicated tables
+            if (!db.second->canContainMergeTreeTables())
                 continue;
 
             for (auto iterator = db.second->getTablesIterator(context); iterator->isValid(); iterator->next())
diff --git a/src/Server/StaticRequestHandler.cpp b/src/Server/StaticRequestHandler.cpp
index 22f32e6a0e7..7f63099c972 100644
--- a/src/Server/StaticRequestHandler.cpp
+++ b/src/Server/StaticRequestHandler.cpp
@@ -1,4 +1,5 @@
 #include "StaticRequestHandler.h"
+#include "IServer.h"
 
 #include "HTTPHandlerFactory.h"
 #include "HTTPHandlerRequestFilter.h"
@@ -17,6 +18,8 @@
 #include <Poco/Net/HTTPServerRequest.h>
 #include <Poco/Net/HTTPServerResponse.h>
 #include <Poco/Net/HTTPRequestHandlerFactory.h>
+#include <Poco/Util/LayeredConfiguration.h>
+
 
 namespace DB
 {
diff --git a/src/Server/StaticRequestHandler.h b/src/Server/StaticRequestHandler.h
index a5ac44683a1..0a29384ad0e 100644
--- a/src/Server/StaticRequestHandler.h
+++ b/src/Server/StaticRequestHandler.h
@@ -1,16 +1,15 @@
 #pragma once
 
-#include "IServer.h"
-
 #include <Poco/Net/HTTPRequestHandler.h>
-#include <Common/StringUtils/StringUtils.h>
 #include <common/types.h>
-#include <IO/WriteBuffer.h>
 
 
 namespace DB
 {
 
+class IServer;
+class WriteBuffer;
+
 /// Response with custom string. Can be used for browser.
 class StaticRequestHandler : public Poco::Net::HTTPRequestHandler
 {
@@ -22,7 +21,11 @@ private:
     String response_expression;
 
 public:
-    StaticRequestHandler(IServer & server, const String & expression, int status_ = 200, const String & content_type_ = "text/html; charset=UTF-8");
+    StaticRequestHandler(
+        IServer & server,
+        const String & expression,
+        int status_ = 200,
+        const String & content_type_ = "text/html; charset=UTF-8");
 
     void writeResponse(WriteBuffer & out);
 
diff --git a/src/Server/TCPHandler.cpp b/src/Server/TCPHandler.cpp
index 406e29ba4ab..1b0cbc69b29 100644
--- a/src/Server/TCPHandler.cpp
+++ b/src/Server/TCPHandler.cpp
@@ -277,6 +277,9 @@ void TCPHandler::runImpl()
             /// Do it before sending end of stream, to have a chance to show log message in client.
             query_scope->logPeakMemoryUsage();
 
+            if (state.is_connection_closed)
+                break;
+
             sendLogs();
             sendEndOfStream();
 
@@ -444,7 +447,11 @@ bool TCPHandler::readDataNext(const size_t & poll_interval, const int & receive_
 
     /// If client disconnected.
     if (in->eof())
+    {
+        LOG_INFO(log, "Client has dropped the connection, cancel the query.");
+        state.is_connection_closed = true;
         return false;
+    }
 
     /// We accept and process data. And if they are over, then we leave.
     if (!receivePacket())
@@ -477,9 +484,8 @@ void TCPHandler::readData(const Settings & connection_settings)
     std::tie(poll_interval, receive_timeout) = getReadTimeouts(connection_settings);
     sendLogs();
 
-    while (true)
-        if (!readDataNext(poll_interval, receive_timeout))
-            return;
+    while (readDataNext(poll_interval, receive_timeout))
+        ;
 }
 
 
@@ -567,6 +573,9 @@ void TCPHandler::processOrdinaryQuery()
             sendProgress();
         }
 
+        if (state.is_connection_closed)
+            return;
+
         sendData({});
     }
 
@@ -632,6 +641,9 @@ void TCPHandler::processOrdinaryQueryWithProcessors()
             sendLogs();
         }
 
+        if (state.is_connection_closed)
+            return;
+
         sendData({});
     }
 
@@ -884,8 +896,6 @@ void TCPHandler::receiveQuery()
     state.is_empty = false;
     readStringBinary(state.query_id, *in);
 
-    query_context->setCurrentQueryId(state.query_id);
-
     /// Client info
     ClientInfo & client_info = query_context->getClientInfo();
     if (client_tcp_protocol_version >= DBMS_MIN_REVISION_WITH_CLIENT_INFO)
@@ -905,14 +915,6 @@ void TCPHandler::receiveQuery()
     /// Set fields, that are known apriori.
     client_info.interface = ClientInfo::Interface::TCP;
 
-    if (client_info.query_kind == ClientInfo::QueryKind::INITIAL_QUERY)
-    {
-        /// 'Current' fields was set at receiveHello.
-        client_info.initial_user = client_info.current_user;
-        client_info.initial_query_id = client_info.current_query_id;
-        client_info.initial_address = client_info.current_address;
-    }
-
     /// Per query settings are also passed via TCP.
     /// We need to check them before applying due to they can violate the settings constraints.
     auto settings_format = (client_tcp_protocol_version >= DBMS_MIN_REVISION_WITH_SETTINGS_SERIALIZED_AS_STRINGS) ? SettingsWriteFormat::STRINGS_WITH_FLAGS
@@ -989,11 +991,32 @@ void TCPHandler::receiveQuery()
         query_context->clampToSettingsConstraints(settings_changes);
     }
     query_context->applySettingsChanges(settings_changes);
-    const Settings & settings = query_context->getSettingsRef();
+
+    // Use the received query id, or generate a random default. It is convenient
+    // to also generate the default OpenTelemetry trace id at the same time, and
+    // set the trace parent.
+    // Why is this done here and not earlier:
+    // 1) ClientInfo might contain upstream trace id, so we decide whether to use
+    // the default ids after we have received the ClientInfo.
+    // 2) There is the opentelemetry_start_trace_probability setting that
+    // controls when we start a new trace. It can be changed via Native protocol,
+    // so we have to apply the changes first.
+    query_context->setCurrentQueryId(state.query_id);
+
+    // Set parameters of initial query.
+    if (client_info.query_kind == ClientInfo::QueryKind::INITIAL_QUERY)
+    {
+        /// 'Current' fields was set at receiveHello.
+        client_info.initial_user = client_info.current_user;
+        client_info.initial_query_id = client_info.current_query_id;
+        client_info.initial_address = client_info.current_address;
+    }
+
     /// Sync timeouts on client and server during current query to avoid dangling queries on server
     /// NOTE: We use settings.send_timeout for the receive timeout and vice versa (change arguments ordering in TimeoutSetter),
     ///  because settings.send_timeout is client-side setting which has opposite meaning on the server side.
     /// NOTE: these settings are applied only for current connection (not for distributed tables' connections)
+    const Settings & settings = query_context->getSettingsRef();
     state.timeout_setter = std::make_unique<TimeoutSetter>(socket(), settings.receive_timeout, settings.send_timeout);
 }
 
@@ -1179,6 +1202,14 @@ bool TCPHandler::isQueryCancelled()
     /// During request execution the only packet that can come from the client is stopping the query.
     if (static_cast<ReadBufferFromPocoSocket &>(*in).poll(0))
     {
+        if (in->eof())
+        {
+            LOG_INFO(log, "Client has dropped the connection, cancel the query.");
+            state.is_cancelled = true;
+            state.is_connection_closed = true;
+            return true;
+        }
+
         UInt64 packet_type = 0;
         readVarUInt(packet_type, *in);
 
diff --git a/src/Server/TCPHandler.h b/src/Server/TCPHandler.h
index 12149d9a66f..2f2bf35e59e 100644
--- a/src/Server/TCPHandler.h
+++ b/src/Server/TCPHandler.h
@@ -57,6 +57,7 @@ struct QueryState
 
     /// Is request cancelled
     bool is_cancelled = false;
+    bool is_connection_closed = false;
     /// empty or not
     bool is_empty = true;
     /// Data was sent.
diff --git a/src/Server/WebUIRequestHandler.cpp b/src/Server/WebUIRequestHandler.cpp
new file mode 100644
index 00000000000..6159a27971f
--- /dev/null
+++ b/src/Server/WebUIRequestHandler.cpp
@@ -0,0 +1,35 @@
+#include "WebUIRequestHandler.h"
+#include "IServer.h"
+
+#include <Poco/Net/HTTPServerRequest.h>
+#include <Poco/Net/HTTPServerResponse.h>
+#include <Poco/Util/LayeredConfiguration.h>
+
+#include <IO/HTTPCommon.h>
+#include <common/getResource.h>
+
+
+namespace DB
+{
+
+WebUIRequestHandler::WebUIRequestHandler(IServer & server_, std::string resource_name_)
+    : server(server_), resource_name(std::move(resource_name_))
+{
+}
+
+
+void WebUIRequestHandler::handleRequest(Poco::Net::HTTPServerRequest & request, Poco::Net::HTTPServerResponse & response)
+{
+    auto keep_alive_timeout = server.config().getUInt("keep_alive_timeout", 10);
+
+    response.setContentType("text/html; charset=UTF-8");
+
+    if (request.getVersion() == Poco::Net::HTTPServerRequest::HTTP_1_1)
+        response.setChunkedTransferEncoding(true);
+
+    setResponseDefaultHeaders(response, keep_alive_timeout);
+    response.setStatusAndReason(Poco::Net::HTTPResponse::HTTP_OK);
+    response.send() << getResource(resource_name);
+}
+
+}
diff --git a/src/Server/WebUIRequestHandler.h b/src/Server/WebUIRequestHandler.h
new file mode 100644
index 00000000000..3066b86b36a
--- /dev/null
+++ b/src/Server/WebUIRequestHandler.h
@@ -0,0 +1,23 @@
+#pragma once
+
+#include <Poco/Net/HTTPRequestHandler.h>
+
+
+namespace DB
+{
+
+class IServer;
+
+/// Response with HTML page that allows to send queries and show results in browser.
+class WebUIRequestHandler : public Poco::Net::HTTPRequestHandler
+{
+private:
+    IServer & server;
+    std::string resource_name;
+public:
+    WebUIRequestHandler(IServer & server_, std::string resource_name_);
+    void handleRequest(Poco::Net::HTTPServerRequest & request, Poco::Net::HTTPServerResponse & response) override;
+};
+
+}
+
diff --git a/src/Server/ya.make b/src/Server/ya.make
index 011aec19a15..8a9bbd3bbc2 100644
--- a/src/Server/ya.make
+++ b/src/Server/ya.make
@@ -6,7 +6,6 @@ PEERDIR(
     contrib/libs/poco/Util
 )
 
-CFLAGS(-g0)
 
 SRCS(
     HTTPHandler.cpp
@@ -22,6 +21,7 @@ SRCS(
     ReplicasStatusHandler.cpp
     StaticRequestHandler.cpp
     TCPHandler.cpp
+    WebUIRequestHandler.cpp
 
 )
 
diff --git a/src/Server/ya.make.in b/src/Server/ya.make.in
index 44a2531208f..9adec7e3685 100644
--- a/src/Server/ya.make.in
+++ b/src/Server/ya.make.in
@@ -5,7 +5,6 @@ PEERDIR(
     contrib/libs/poco/Util
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/Storages/AlterCommands.cpp b/src/Storages/AlterCommands.cpp
index 7beb0a4d706..559121d6911 100644
--- a/src/Storages/AlterCommands.cpp
+++ b/src/Storages/AlterCommands.cpp
@@ -22,12 +22,11 @@
 #include <Parsers/ASTIndexDeclaration.h>
 #include <Parsers/ASTLiteral.h>
 #include <Parsers/ASTSetQuery.h>
+#include <Parsers/queryToString.h>
 #include <Storages/AlterCommands.h>
 #include <Storages/IStorage.h>
 #include <Common/typeid_cast.h>
-
-
-#include <Parsers/queryToString.h>
+#include <Common/randomSeed.h>
 
 
 namespace DB
@@ -208,7 +207,7 @@ std::optional<AlterCommand> AlterCommand::parse(const ASTAlterCommand * command_
         command.index_name = ast_index_decl.name;
 
         if (command_ast->index)
-            command.after_index_name = command_ast->index->as<ASTIdentifier &>().name;
+            command.after_index_name = command_ast->index->as<ASTIdentifier &>().name();
 
         command.if_not_exists = command_ast->if_not_exists;
 
@@ -235,7 +234,7 @@ std::optional<AlterCommand> AlterCommand::parse(const ASTAlterCommand * command_
         command.ast = command_ast->clone();
         command.if_exists = command_ast->if_exists;
         command.type = AlterCommand::DROP_CONSTRAINT;
-        command.constraint_name = command_ast->constraint->as<ASTIdentifier &>().name;
+        command.constraint_name = command_ast->constraint->as<ASTIdentifier &>().name();
 
         return command;
     }
@@ -244,7 +243,7 @@ std::optional<AlterCommand> AlterCommand::parse(const ASTAlterCommand * command_
         AlterCommand command;
         command.ast = command_ast->clone();
         command.type = AlterCommand::DROP_INDEX;
-        command.index_name = command_ast->index->as<ASTIdentifier &>().name;
+        command.index_name = command_ast->index->as<ASTIdentifier &>().name();
         command.if_exists = command_ast->if_exists;
         if (command_ast->clear_index)
             command.clear = true;
@@ -290,8 +289,8 @@ std::optional<AlterCommand> AlterCommand::parse(const ASTAlterCommand * command_
         AlterCommand command;
         command.ast = command_ast->clone();
         command.type = AlterCommand::RENAME_COLUMN;
-        command.column_name = command_ast->column->as<ASTIdentifier &>().name;
-        command.rename_to = command_ast->rename_to->as<ASTIdentifier &>().name;
+        command.column_name = command_ast->column->as<ASTIdentifier &>().name();
+        command.rename_to = command_ast->rename_to->as<ASTIdentifier &>().name();
         command.if_exists = command_ast->if_exists;
         return command;
     }
@@ -1117,7 +1116,7 @@ void AlterCommands::validate(const StorageInMemoryMetadata & metadata, const Con
                     data_type_ptr = command.data_type;
 
                 const auto & final_column_name = column_name;
-                const auto tmp_column_name = final_column_name + "_tmp";
+                const auto tmp_column_name = final_column_name + "_tmp_alter" + toString(randomSeed());
 
                 default_expr_list->children.emplace_back(setAlias(
                     addTypeConversionToAST(std::make_shared<ASTIdentifier>(tmp_column_name), data_type_ptr->getName()),
@@ -1133,7 +1132,7 @@ void AlterCommands::validate(const StorageInMemoryMetadata & metadata, const Con
                     continue;
 
                 const auto & final_column_name = column_name;
-                const auto tmp_column_name = final_column_name + "_tmp";
+                const auto tmp_column_name = final_column_name + "_tmp_alter" + toString(randomSeed());
                 const auto data_type_ptr = command.data_type;
 
                 default_expr_list->children.emplace_back(setAlias(
diff --git a/src/Storages/CMakeLists.txt b/src/Storages/CMakeLists.txt
index ae47fba063a..deb1c9f6716 100644
--- a/src/Storages/CMakeLists.txt
+++ b/src/Storages/CMakeLists.txt
@@ -1,3 +1,4 @@
+add_subdirectory(MergeTree)
 add_subdirectory(System)
 
 if(ENABLE_TESTS)
diff --git a/src/Storages/IStorage.h b/src/Storages/IStorage.h
index 4a2e70aa84b..fd73ae2ccd2 100644
--- a/src/Storages/IStorage.h
+++ b/src/Storages/IStorage.h
@@ -449,6 +449,10 @@ public:
     /// We do not use mutex because it is not very important that the size could change during the operation.
     virtual void checkPartitionCanBeDropped(const ASTPtr & /*partition*/) {}
 
+    /// Returns true if Storage may store some data on disk.
+    /// NOTE: may not be equivalent to !getDataPaths().empty()
+    virtual bool storesDataOnDisk() const { return false; }
+
     /// Returns data paths if storage supports it, empty vector otherwise.
     virtual Strings getDataPaths() const { return {}; }
 
@@ -463,6 +467,9 @@ public:
     /// Does takes underlying Storage (if any) into account.
     virtual std::optional<UInt64> totalRows() const { return {}; }
 
+    /// Same as above but also take partition predicate into account.
+    virtual std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo &, const Context &) const { return {}; }
+
     /// If it is possible to quickly determine exact number of bytes for the table on storage:
     /// - memory (approximated, resident)
     /// - disk (compressed)
diff --git a/src/Storages/JoinSettings.cpp b/src/Storages/JoinSettings.cpp
index 15637d67dea..8a2699746da 100644
--- a/src/Storages/JoinSettings.cpp
+++ b/src/Storages/JoinSettings.cpp
@@ -10,7 +10,6 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int BAD_ARGUMENTS;
     extern const int UNKNOWN_SETTING;
 }
 
@@ -27,9 +26,8 @@ void JoinSettings::loadFromQuery(ASTStorage & storage_def)
         catch (Exception & e)
         {
             if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-                throw Exception(e.message() + " for storage " + storage_def.engine->name, ErrorCodes::BAD_ARGUMENTS);
-            else
-                e.rethrow();
+                e.addMessage("for storage " + storage_def.engine->name);
+            throw;
         }
     }
     else
diff --git a/src/Storages/Kafka/KafkaSettings.cpp b/src/Storages/Kafka/KafkaSettings.cpp
index 4d80419af2d..6ef74511d83 100644
--- a/src/Storages/Kafka/KafkaSettings.cpp
+++ b/src/Storages/Kafka/KafkaSettings.cpp
@@ -10,7 +10,6 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int BAD_ARGUMENTS;
     extern const int UNKNOWN_SETTING;
 }
 
@@ -27,9 +26,8 @@ void KafkaSettings::loadFromQuery(ASTStorage & storage_def)
         catch (Exception & e)
         {
             if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-                throw Exception(e.message() + " for storage " + storage_def.engine->name, ErrorCodes::BAD_ARGUMENTS);
-            else
-                e.rethrow();
+                e.addMessage("for storage " + storage_def.engine->name);
+            throw;
         }
     }
     else
diff --git a/src/Storages/KeyDescription.cpp b/src/Storages/KeyDescription.cpp
index 533736d19ed..32df6398d4c 100644
--- a/src/Storages/KeyDescription.cpp
+++ b/src/Storages/KeyDescription.cpp
@@ -6,6 +6,7 @@
 #include <Interpreters/ExpressionAnalyzer.h>
 #include <Interpreters/TreeRewriter.h>
 #include <Storages/extractKeyExpressionList.h>
+#include <Common/quoteString.h>
 
 
 namespace DB
@@ -14,6 +15,7 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int LOGICAL_ERROR;
+    extern const int DATA_TYPE_CANNOT_BE_USED_IN_KEY;
 }
 
 KeyDescription::KeyDescription(const KeyDescription & other)
@@ -115,7 +117,13 @@ KeyDescription KeyDescription::getSortingKeyFromAST(
     }
 
     for (size_t i = 0; i < result.sample_block.columns(); ++i)
+    {
         result.data_types.emplace_back(result.sample_block.getByPosition(i).type);
+        if (!result.data_types.back()->isComparable())
+            throw Exception(ErrorCodes::DATA_TYPE_CANNOT_BE_USED_IN_KEY,
+                            "Column {} with type {} is not allowed in key expression, it's not comparable",
+                            backQuote(result.sample_block.getByPosition(i).name), result.data_types.back()->getName());
+    }
 
     return result;
 }
diff --git a/src/Storages/MergeTree/BackgroundProcessList.h b/src/Storages/MergeTree/BackgroundProcessList.h
new file mode 100644
index 00000000000..b447753ca74
--- /dev/null
+++ b/src/Storages/MergeTree/BackgroundProcessList.h
@@ -0,0 +1,91 @@
+#pragma once
+
+#include <Common/CurrentMetrics.h>
+#include <memory>
+#include <list>
+#include <mutex>
+#include <atomic>
+
+namespace DB
+{
+
+/// Common code for background processes lists, like system.merges and system.replicated_fetches
+/// Look at examples in MergeList and ReplicatedFetchList
+
+template <typename ListElement, typename Info>
+class BackgroundProcessList;
+
+template <typename ListElement, typename Info>
+class BackgroundProcessListEntry
+{
+    BackgroundProcessList<ListElement, Info> & list;
+    using container_t = std::list<ListElement>;
+    typename container_t::iterator it;
+    CurrentMetrics::Increment metric_increment;
+public:
+    BackgroundProcessListEntry(const BackgroundProcessListEntry &) = delete;
+    BackgroundProcessListEntry & operator=(const BackgroundProcessListEntry &) = delete;
+
+    BackgroundProcessListEntry(BackgroundProcessList<ListElement, Info> & list_, const typename container_t::iterator it_, const CurrentMetrics::Metric & metric)
+        : list(list_), it{it_}, metric_increment{metric}
+    {
+        list.onEntryCreate(*this);
+    }
+
+    ~BackgroundProcessListEntry()
+    {
+        std::lock_guard lock{list.mutex};
+        list.onEntryDestroy(*this);
+        list.entries.erase(it);
+    }
+
+    ListElement * operator->() { return &*it; }
+    const ListElement * operator->() const { return &*it; }
+};
+
+
+template <typename ListElement, typename Info>
+class BackgroundProcessList
+{
+protected:
+    friend class BackgroundProcessListEntry<ListElement, Info>;
+
+    using container_t = std::list<ListElement>;
+    using info_container_t = std::list<Info>;
+
+    mutable std::mutex mutex;
+    container_t entries;
+
+    CurrentMetrics::Metric metric;
+
+    BackgroundProcessList(const CurrentMetrics::Metric & metric_)
+        : metric(metric_)
+    {}
+public:
+
+    using Entry = BackgroundProcessListEntry<ListElement, Info>;
+    using EntryPtr = std::unique_ptr<Entry>;
+
+    template <typename... Args>
+    EntryPtr insert(Args &&... args)
+    {
+        std::lock_guard lock{mutex};
+        auto entry = std::make_unique<Entry>(*this, entries.emplace(entries.end(), std::forward<Args>(args)...), metric);
+        return entry;
+    }
+
+    info_container_t get() const
+    {
+        std::lock_guard lock{mutex};
+        info_container_t res;
+        for (const auto & list_element : entries)
+            res.emplace_back(list_element.getInfo());
+        return res;
+    }
+
+    virtual void onEntryCreate(const Entry & /* entry */) {}
+    virtual void onEntryDestroy(const Entry & /* entry */) {}
+    virtual inline ~BackgroundProcessList() {}
+};
+
+}
diff --git a/src/Storages/MergeTree/CMakeLists.txt b/src/Storages/MergeTree/CMakeLists.txt
new file mode 100644
index 00000000000..36cab0b3590
--- /dev/null
+++ b/src/Storages/MergeTree/CMakeLists.txt
@@ -0,0 +1,3 @@
+if(ENABLE_TESTS)
+    add_subdirectory(tests)
+endif()
diff --git a/src/Storages/MergeTree/DataPartsExchange.cpp b/src/Storages/MergeTree/DataPartsExchange.cpp
index 3da0e203f14..5ab0cc4612f 100644
--- a/src/Storages/MergeTree/DataPartsExchange.cpp
+++ b/src/Storages/MergeTree/DataPartsExchange.cpp
@@ -12,12 +12,12 @@
 #include <Poco/File.h>
 #include <Poco/Net/HTTPServerResponse.h>
 #include <Poco/Net/HTTPRequest.h>
+#include <Storages/MergeTree/ReplicatedFetchList.h>
 
 
 namespace CurrentMetrics
 {
     extern const Metric ReplicatedSend;
-    extern const Metric ReplicatedFetch;
 }
 
 namespace DB
@@ -52,6 +52,30 @@ std::string getEndpointId(const std::string & node_id)
     return "DataPartsExchange:" + node_id;
 }
 
+/// Simple functor for tracking fetch progress in system.replicated_fetches table.
+struct ReplicatedFetchReadCallback
+{
+    ReplicatedFetchList::Entry & replicated_fetch_entry;
+
+    explicit ReplicatedFetchReadCallback(ReplicatedFetchList::Entry & replicated_fetch_entry_)
+        : replicated_fetch_entry(replicated_fetch_entry_)
+    {}
+
+    void operator() (size_t bytes_count)
+    {
+        replicated_fetch_entry->bytes_read_compressed.store(bytes_count, std::memory_order_relaxed);
+
+        /// It's possible when we fetch part from very old clickhouse version
+        /// which doesn't send total size.
+        if (replicated_fetch_entry->total_size_bytes_compressed != 0)
+        {
+            replicated_fetch_entry->progress.store(
+                    static_cast<double>(bytes_count) / replicated_fetch_entry->total_size_bytes_compressed,
+                    std::memory_order_relaxed);
+        }
+    }
+};
+
 }
 
 std::string Service::getId(const std::string & node_id) const
@@ -228,7 +252,7 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
         throw Exception("Fetching of part was cancelled", ErrorCodes::ABORTED);
 
     /// Validation of the input that may come from malicious replica.
-    MergeTreePartInfo::fromPartName(part_name, data.format_version);
+    auto part_info = MergeTreePartInfo::fromPartName(part_name, data.format_version);
     const auto data_settings = data.getSettings();
 
     Poco::URI uri;
@@ -294,6 +318,15 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
     if (server_protocol_version >= REPLICATION_PROTOCOL_VERSION_WITH_PARTS_TYPE)
         readStringBinary(part_type, in);
 
+    auto storage_id = data.getStorageID();
+    String new_part_path = part_type == "InMemory" ? "memory" : data.getFullPathOnDisk(reservation->getDisk()) + part_name + "/";
+    auto entry = data.global_context.getReplicatedFetchList().insert(
+        storage_id.getDatabaseName(), storage_id.getTableName(),
+        part_info.partition_id, part_name, new_part_path,
+        replica_path, uri, to_detached, sum_files_size);
+
+    in.setNextCallback(ReplicatedFetchReadCallback(*entry));
+
     return part_type == "InMemory" ? downloadPartToMemory(part_name, metadata_snapshot, std::move(reservation), in)
         : downloadPartToDisk(part_name, replica_path, to_detached, tmp_prefix_, sync, std::move(reservation), in);
 }
@@ -311,7 +344,7 @@ MergeTreeData::MutableDataPartPtr Fetcher::downloadPartToMemory(
     NativeBlockInputStream block_in(in, 0);
     auto block = block_in.read();
 
-    auto volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, reservation->getDisk());
+    auto volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, reservation->getDisk(), 0);
     MergeTreeData::MutableDataPartPtr new_data_part =
         std::make_shared<MergeTreeDataPartInMemory>(data, part_name, volume);
 
@@ -352,8 +385,6 @@ MergeTreeData::MutableDataPartPtr Fetcher::downloadPartToDisk(
     if (disk->exists(part_download_path))
         throw Exception("Directory " + fullPath(disk, part_download_path) + " already exists.", ErrorCodes::DIRECTORY_ALREADY_EXISTS);
 
-    CurrentMetrics::Increment metric_increment{CurrentMetrics::ReplicatedFetch};
-
     disk->createDirectories(part_download_path);
 
     std::optional<FileSyncGuard> sync_guard;
@@ -408,7 +439,7 @@ MergeTreeData::MutableDataPartPtr Fetcher::downloadPartToDisk(
 
     assertEOF(in);
 
-    auto volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, disk);
+    auto volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, disk, 0);
     MergeTreeData::MutableDataPartPtr new_data_part = data.createPart(part_name, volume, part_relative_path);
     new_data_part->is_temp = true;
     new_data_part->modification_time = time(nullptr);
diff --git a/src/Storages/MergeTree/IMergeTreeDataPart.cpp b/src/Storages/MergeTree/IMergeTreeDataPart.cpp
index 40f12428561..ffc2dd62ce0 100644
--- a/src/Storages/MergeTree/IMergeTreeDataPart.cpp
+++ b/src/Storages/MergeTree/IMergeTreeDataPart.cpp
@@ -353,7 +353,7 @@ size_t IMergeTreeDataPart::getFileSizeOrZero(const String & file_name) const
     return checksum->second.file_size;
 }
 
-String IMergeTreeDataPart::getColumnNameWithMinumumCompressedSize(const StorageMetadataPtr & metadata_snapshot) const
+String IMergeTreeDataPart::getColumnNameWithMinimumCompressedSize(const StorageMetadataPtr & metadata_snapshot) const
 {
     const auto & storage_columns = metadata_snapshot->getColumns().getAllPhysical();
     auto alter_conversions = storage.getAlterConversionsForPart(shared_from_this());
@@ -408,7 +408,7 @@ void IMergeTreeDataPart::loadColumnsChecksumsIndexes(bool require_columns_checks
     /// Memory should not be limited during ATTACH TABLE query.
     /// This is already true at the server startup but must be also ensured for manual table ATTACH.
     /// Motivation: memory for index is shared between queries - not belong to the query itself.
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     loadColumns(require_columns_checksums);
     loadChecksums(require_columns_checksums);
@@ -760,6 +760,16 @@ void IMergeTreeDataPart::loadColumns(bool require)
         column_name_to_position.emplace(column.name, pos++);
 }
 
+bool IMergeTreeDataPart::shallParticipateInMerges(const StoragePolicyPtr & storage_policy) const
+{
+    /// `IMergeTreeDataPart::volume` describes space where current part belongs, and holds
+    /// `SingleDiskVolume` object which does not contain up-to-date settings of corresponding volume.
+    /// Therefore we shall obtain volume from storage policy.
+    auto volume_ptr = storage_policy->getVolume(storage_policy->getVolumeIndexByDisk(volume->getDisk()));
+
+    return !volume_ptr->areMergesAvoided();
+}
+
 UInt64 IMergeTreeDataPart::calculateTotalSizeOnDisk(const DiskPtr & disk_, const String & from)
 {
     if (disk_->isFile(from))
@@ -943,21 +953,26 @@ void IMergeTreeDataPart::makeCloneInDetached(const String & prefix, const Storag
     volume->getDisk()->removeIfExists(destination_path + "/" + DELETE_ON_DESTROY_MARKER_FILE_NAME);
 }
 
-void IMergeTreeDataPart::makeCloneOnDiskDetached(const ReservationPtr & reservation) const
+void IMergeTreeDataPart::makeCloneOnDisk(const DiskPtr & disk, const String & directory_name) const
 {
     assertOnDisk();
-    auto reserved_disk = reservation->getDisk();
-    if (reserved_disk->getName() == volume->getDisk()->getName())
+
+    if (disk->getName() == volume->getDisk()->getName())
         throw Exception("Can not clone data part " + name + " to same disk " + volume->getDisk()->getName(), ErrorCodes::LOGICAL_ERROR);
+    if (directory_name.empty())
+        throw Exception("Can not clone data part " + name + " to empty directory.", ErrorCodes::LOGICAL_ERROR);
 
-    String path_to_clone = storage.relative_data_path + "detached/";
+    String path_to_clone = storage.relative_data_path + directory_name + '/';
 
-    if (reserved_disk->exists(path_to_clone + relative_path))
-        throw Exception("Path " + fullPath(reserved_disk, path_to_clone + relative_path) + " already exists. Can not clone ", ErrorCodes::DIRECTORY_ALREADY_EXISTS);
-    reserved_disk->createDirectory(path_to_clone);
+    if (disk->exists(path_to_clone + relative_path))
+    {
+        LOG_WARNING(storage.log, "Path " + fullPath(disk, path_to_clone + relative_path) + " already exists. Will remove it and clone again.");
+        disk->removeRecursive(path_to_clone + relative_path + '/');
+    }
+    disk->createDirectories(path_to_clone);
 
-    volume->getDisk()->copy(getFullRelativePath(), reserved_disk, path_to_clone);
-    volume->getDisk()->removeIfExists(path_to_clone + "/" + DELETE_ON_DESTROY_MARKER_FILE_NAME);
+    volume->getDisk()->copy(getFullRelativePath(), disk, path_to_clone);
+    volume->getDisk()->removeIfExists(path_to_clone + '/' + DELETE_ON_DESTROY_MARKER_FILE_NAME);
 }
 
 void IMergeTreeDataPart::checkConsistencyBase() const
diff --git a/src/Storages/MergeTree/IMergeTreeDataPart.h b/src/Storages/MergeTree/IMergeTreeDataPart.h
index 78daf6c9017..21932ba445c 100644
--- a/src/Storages/MergeTree/IMergeTreeDataPart.h
+++ b/src/Storages/MergeTree/IMergeTreeDataPart.h
@@ -145,7 +145,7 @@ public:
 
     /// Returns the name of a column with minimum compressed size (as returned by getColumnSize()).
     /// If no checksums are present returns the name of the first physically existing column.
-    String getColumnNameWithMinumumCompressedSize(const StorageMetadataPtr & metadata_snapshot) const;
+    String getColumnNameWithMinimumCompressedSize(const StorageMetadataPtr & metadata_snapshot) const;
 
     bool contains(const IMergeTreeDataPart & other) const { return info.contains(other.info); }
 
@@ -316,15 +316,19 @@ public:
     /// Makes clone of a part in detached/ directory via hard links
     virtual void makeCloneInDetached(const String & prefix, const StorageMetadataPtr & metadata_snapshot) const;
 
-    /// Makes full clone of part in detached/ on another disk
-    void makeCloneOnDiskDetached(const ReservationPtr & reservation) const;
+    /// Makes full clone of part in specified subdirectory (relative to storage data directory, e.g. "detached") on another disk
+    void makeCloneOnDisk(const DiskPtr & disk, const String & directory_name) const;
 
     /// Checks that .bin and .mrk files exist.
     ///
     /// NOTE: Doesn't take column renames into account, if some column renames
     /// take place, you must take original name of column for this part from
     /// storage and pass it to this method.
-    virtual bool hasColumnFiles(const String & /* column */, const IDataType & /* type */) const{ return false; }
+    virtual bool hasColumnFiles(const String & /* column */, const IDataType & /* type */) const { return false; }
+
+    /// Returns true if this part shall participate in merges according to
+    /// settings of given storage policy.
+    bool shallParticipateInMerges(const StoragePolicyPtr & storage_policy) const;
 
     /// Calculate the total size of the entire directory with all the files
     static UInt64 calculateTotalSizeOnDisk(const DiskPtr & disk_, const String & from);
diff --git a/src/Storages/MergeTree/KeyCondition.cpp b/src/Storages/MergeTree/KeyCondition.cpp
index fe4c98900c5..7cb872f174a 100644
--- a/src/Storages/MergeTree/KeyCondition.cpp
+++ b/src/Storages/MergeTree/KeyCondition.cpp
@@ -368,8 +368,10 @@ KeyCondition::KeyCondition(
     const SelectQueryInfo & query_info,
     const Context & context,
     const Names & key_column_names,
-    const ExpressionActionsPtr & key_expr_)
-    : key_expr(key_expr_), prepared_sets(query_info.sets)
+    const ExpressionActionsPtr & key_expr_,
+    bool single_point_,
+    bool strict_)
+    : key_expr(key_expr_), prepared_sets(query_info.sets), single_point(single_point_), strict(strict_)
 {
     for (size_t i = 0, size = key_column_names.size(); i < size; ++i)
     {
@@ -457,11 +459,10 @@ static Field applyFunctionForField(
     ColumnsWithTypeAndName columns
     {
         { arg_type->createColumnConst(1, arg_value), arg_type, "x" },
-        { nullptr, func->getReturnType(), "y" }
     };
 
-    func->execute(columns, {0}, 1, 1);
-    return (*columns[1].column)[0];
+    auto col = func->execute(columns, func->getResultType(), 1);
+    return (*col)[0];
 }
 
 /// The case when arguments may have types different than in the primary key.
@@ -470,21 +471,15 @@ static std::pair<Field, DataTypePtr> applyFunctionForFieldOfUnknownType(
     const DataTypePtr & arg_type,
     const Field & arg_value)
 {
-    ColumnWithTypeAndName argument = { arg_type->createColumnConst(1, arg_value), arg_type, "x" };
+    ColumnsWithTypeAndName arguments{{ arg_type->createColumnConst(1, arg_value), arg_type, "x" }};
 
-    FunctionBasePtr func_base = func->build({argument});
+    FunctionBasePtr func_base = func->build(arguments);
 
-    DataTypePtr return_type = func_base->getReturnType();
+    DataTypePtr return_type = func_base->getResultType();
 
-    ColumnsWithTypeAndName columns
-    {
-        std::move(argument),
-        { nullptr, return_type, "result" }
-    };
+    auto col = func_base->execute(arguments, return_type, 1);
 
-    func_base->execute(columns, {0}, 1, 1);
-
-    Field result = (*columns[1].column)[0];
+    Field result = (*col)[0];
 
     return {std::move(result), std::move(return_type)};
 }
@@ -506,10 +501,11 @@ static FieldRef applyFunction(const FunctionBasePtr & func, const DataTypePtr &
             result_idx = i;
     }
 
+    ColumnsWithTypeAndName args{(*columns)[field.column_idx]};
     if (result_idx == columns->size())
     {
-        field.columns->emplace_back(ColumnWithTypeAndName {nullptr, func->getReturnType(), result_name});
-        func->execute(*columns, {field.column_idx}, result_idx, columns->front().column->size());
+        field.columns->emplace_back(ColumnWithTypeAndName {nullptr, func->getResultType(), result_name});
+        (*columns)[result_idx].column = func->execute(args, (*columns)[result_idx].type, columns->front().column->size());
     }
 
     return {field.columns, field.row_idx, result_idx};
@@ -555,6 +551,18 @@ bool KeyCondition::canConstantBeWrappedByMonotonicFunctions(
     Field & out_value,
     DataTypePtr & out_type)
 {
+    /// We don't look for inversed key transformations when strict is true, which is required for trivial count().
+    /// Consider the following test case:
+    ///
+    /// create table test1(p DateTime, k int) engine MergeTree partition by toDate(p) order by k;
+    /// insert into test1 values ('2020-09-01 00:01:02', 1), ('2020-09-01 20:01:03', 2), ('2020-09-02 00:01:03', 3);
+    /// select count() from test1 where p > toDateTime('2020-09-01 10:00:00');
+    ///
+    /// toDate(DateTime) is always monotonic, but we cannot relaxing the predicates to be
+    /// >= toDate(toDateTime('2020-09-01 10:00:00')), which returns 3 instead of the right count: 2.
+    if (strict)
+        return false;
+
     String expr_name = node->getColumnName();
     const auto & sample_block = key_expr->getSampleBlock();
     if (!sample_block.has(expr_name))
@@ -738,10 +746,11 @@ bool KeyCondition::isKeyPossiblyWrappedByMonotonicFunctions(
             arguments.push_back({ nullptr, key_column_type, "" });
         auto func = func_builder->build(arguments);
 
-        if (!func || !func->hasInformationAboutMonotonicity())
+        /// If we know the given range only contains one value, then we treat all functions as positive monotonic.
+        if (!func || (!single_point && !func->hasInformationAboutMonotonicity()))
             return false;
 
-        key_column_type = func->getReturnType();
+        key_column_type = func->getResultType();
         out_functions_chain.push_back(func);
     }
 
@@ -1167,13 +1176,16 @@ BoolMask KeyCondition::checkInRange(
 std::optional<Range> KeyCondition::applyMonotonicFunctionsChainToRange(
     Range key_range,
     const MonotonicFunctionsChain & functions,
-    DataTypePtr current_type)
+    DataTypePtr current_type,
+    bool single_point)
 {
     for (const auto & func : functions)
     {
         /// We check the monotonicity of each function on a specific range.
-        IFunction::Monotonicity monotonicity = func->getMonotonicityForRange(
-            *current_type.get(), key_range.left, key_range.right);
+        /// If we know the given range only contains one value, then we treat all functions as positive monotonic.
+        IFunction::Monotonicity monotonicity = single_point
+            ? IFunction::Monotonicity{true}
+            : func->getMonotonicityForRange(*current_type.get(), key_range.left, key_range.right);
 
         if (!monotonicity.is_monotonic)
         {
@@ -1195,7 +1207,7 @@ std::optional<Range> KeyCondition::applyMonotonicFunctionsChainToRange(
             key_range.right_included = true;
         }
 
-        current_type = func->getReturnType();
+        current_type = func->getResultType();
 
         if (!monotonicity.is_positive)
             key_range.swapLeftAndRight();
@@ -1303,7 +1315,8 @@ BoolMask KeyCondition::checkInHyperrectangle(
                 std::optional<Range> new_range = applyMonotonicFunctionsChainToRange(
                     *key_range,
                     element.monotonic_functions_chain,
-                    data_types[element.key_column]
+                    data_types[element.key_column],
+                    single_point
                 );
 
                 if (!new_range)
diff --git a/src/Storages/MergeTree/KeyCondition.h b/src/Storages/MergeTree/KeyCondition.h
index 13d41d74fb2..909ec01bf9f 100644
--- a/src/Storages/MergeTree/KeyCondition.h
+++ b/src/Storages/MergeTree/KeyCondition.h
@@ -232,7 +232,9 @@ public:
         const SelectQueryInfo & query_info,
         const Context & context,
         const Names & key_column_names,
-        const ExpressionActionsPtr & key_expr);
+        const ExpressionActionsPtr & key_expr,
+        bool single_point_ = false,
+        bool strict_ = false);
 
     /// Whether the condition and its negation are feasible in the direct product of single column ranges specified by `hyperrectangle`.
     BoolMask checkInHyperrectangle(
@@ -307,7 +309,8 @@ public:
     static std::optional<Range> applyMonotonicFunctionsChainToRange(
         Range key_range,
         const MonotonicFunctionsChain & functions,
-        DataTypePtr current_type);
+        DataTypePtr current_type,
+        bool single_point = false);
 
     bool matchesExactContinuousRange() const;
 
@@ -413,6 +416,11 @@ private:
     ColumnIndices key_columns;
     ExpressionActionsPtr key_expr;
     PreparedSets prepared_sets;
+
+    // If true, always allow key_expr to be wrapped by function
+    bool single_point;
+    // If true, do not use always_monotonic information to transform constants
+    bool strict;
 };
 
 }
diff --git a/src/Storages/MergeTree/MergeList.cpp b/src/Storages/MergeTree/MergeList.cpp
index 5b044622b36..ba6c2a3d462 100644
--- a/src/Storages/MergeTree/MergeList.cpp
+++ b/src/Storages/MergeTree/MergeList.cpp
@@ -68,7 +68,7 @@ MergeInfo MergeListElement::getInfo() const
     res.memory_usage = memory_tracker.get();
     res.thread_id = thread_id;
     res.merge_type = toString(merge_type);
-    res.merge_algorithm = toString(merge_algorithm);
+    res.merge_algorithm = toString(merge_algorithm.load(std::memory_order_relaxed));
 
     for (const auto & source_part_name : source_part_names)
         res.source_part_names.emplace_back(source_part_name);
diff --git a/src/Storages/MergeTree/MergeList.h b/src/Storages/MergeTree/MergeList.h
index c1166c55703..65e873ed102 100644
--- a/src/Storages/MergeTree/MergeList.h
+++ b/src/Storages/MergeTree/MergeList.h
@@ -1,21 +1,20 @@
 #pragma once
 
+#include <Core/Names.h>
+#include <Core/Field.h>
 #include <Common/Stopwatch.h>
 #include <Common/CurrentMetrics.h>
 #include <Common/MemoryTracker.h>
-#include <Storages/MergeTree/MergeAlgorithm.h>
-#include <Storages/MergeTree/MergeTreeData.h>
 #include <Storages/MergeTree/MergeType.h>
+#include <Storages/MergeTree/MergeAlgorithm.h>
+#include <Storages/MergeTree/BackgroundProcessList.h>
+#include <boost/noncopyable.hpp>
 #include <memory>
 #include <list>
 #include <mutex>
 #include <atomic>
 
 
-/** Maintains a list of currently running merges.
-  * For implementation of system.merges table.
-  */
-
 namespace CurrentMetrics
 {
     extern const Metric Merge;
@@ -92,7 +91,8 @@ struct MergeListElement : boost::noncopyable
 
     UInt64 thread_id;
     MergeType merge_type;
-    MergeAlgorithm merge_algorithm;
+    /// Detected after merge already started
+    std::atomic<MergeAlgorithm> merge_algorithm;
 
     MergeListElement(const std::string & database, const std::string & table, const FutureMergedMutatedPart & future_part);
 
@@ -101,68 +101,37 @@ struct MergeListElement : boost::noncopyable
     ~MergeListElement();
 };
 
+using MergeListEntry = BackgroundProcessListEntry<MergeListElement, MergeInfo>;
 
-class MergeList;
-
-class MergeListEntry
+/** Maintains a list of currently running merges.
+  * For implementation of system.merges table.
+  */
+class MergeList final : public BackgroundProcessList<MergeListElement, MergeInfo>
 {
-    MergeList & list;
-
-    using container_t = std::list<MergeListElement>;
-    container_t::iterator it;
-
-    CurrentMetrics::Increment num_merges {CurrentMetrics::Merge};
-
-public:
-    MergeListEntry(const MergeListEntry &) = delete;
-    MergeListEntry & operator=(const MergeListEntry &) = delete;
-
-    MergeListEntry(MergeList & list_, const container_t::iterator it_) : list(list_), it{it_} {}
-    ~MergeListEntry();
-
-    MergeListElement * operator->() { return &*it; }
-    const MergeListElement * operator->() const { return &*it; }
-};
-
-
-class MergeList
-{
-    friend class MergeListEntry;
-
-    using container_t = std::list<MergeListElement>;
-    using info_container_t = std::list<MergeInfo>;
-
-    mutable std::mutex mutex;
-    container_t merges;
-
+private:
+    using Parent = BackgroundProcessList<MergeListElement, MergeInfo>;
     std::atomic<size_t> merges_with_ttl_counter = 0;
 public:
-    using Entry = MergeListEntry;
-    using EntryPtr = std::unique_ptr<Entry>;
+    MergeList()
+        : Parent(CurrentMetrics::Merge)
+    {}
 
-    template <typename... Args>
-    EntryPtr insert(Args &&... args)
+    void onEntryCreate(const Parent::Entry & entry) override
     {
-        std::lock_guard lock{mutex};
-        auto entry = std::make_unique<Entry>(*this, merges.emplace(merges.end(), std::forward<Args>(args)...));
-        if (isTTLMergeType((*entry)->merge_type))
+        if (isTTLMergeType(entry->merge_type))
             ++merges_with_ttl_counter;
-        return entry;
     }
 
-    info_container_t get() const
+    void onEntryDestroy(const Parent::Entry & entry) override
     {
-        std::lock_guard lock{mutex};
-        info_container_t res;
-        for (const auto & merge_element : merges)
-            res.emplace_back(merge_element.getInfo());
-        return res;
+        if (isTTLMergeType(entry->merge_type))
+            --merges_with_ttl_counter;
     }
 
     void cancelPartMutations(const String & partition_id, Int64 mutation_version)
     {
         std::lock_guard lock{mutex};
-        for (auto & merge_element : merges)
+        for (auto & merge_element : entries)
         {
             if ((partition_id.empty() || merge_element.partition_id == partition_id)
                 && merge_element.source_data_version < mutation_version
@@ -177,16 +146,4 @@ public:
     }
 };
 
-
-inline MergeListEntry::~MergeListEntry()
-{
-    std::lock_guard lock{list.mutex};
-
-    if (isTTLMergeType(it->merge_type))
-        --list.merges_with_ttl_counter;
-
-    list.merges.erase(it);
-}
-
-
 }
diff --git a/src/Storages/MergeTree/MergeSelector.h b/src/Storages/MergeTree/MergeSelector.h
index fcdfcf5b890..5a92b4c5dd6 100644
--- a/src/Storages/MergeTree/MergeSelector.h
+++ b/src/Storages/MergeTree/MergeSelector.h
@@ -48,6 +48,8 @@ public:
 
         /// Part compression codec definition.
         ASTPtr compression_codec_desc;
+
+        bool shall_participate_in_merges = true;
     };
 
     /// Parts are belong to partitions. Only parts within same partition could be merged.
diff --git a/src/Storages/MergeTree/MergeTreeBlockReadUtils.cpp b/src/Storages/MergeTree/MergeTreeBlockReadUtils.cpp
index 739dfedfde4..ad10a437b1e 100644
--- a/src/Storages/MergeTree/MergeTreeBlockReadUtils.cpp
+++ b/src/Storages/MergeTree/MergeTreeBlockReadUtils.cpp
@@ -95,7 +95,7 @@ NameSet injectRequiredColumns(const MergeTreeData & storage, const StorageMetada
         */
     if (!have_at_least_one_physical_column)
     {
-        const auto minimum_size_column_name = part->getColumnNameWithMinumumCompressedSize(metadata_snapshot);
+        const auto minimum_size_column_name = part->getColumnNameWithMinimumCompressedSize(metadata_snapshot);
         columns.push_back(minimum_size_column_name);
         /// correctly report added column
         injected_columns.insert(columns.back());
diff --git a/src/Storages/MergeTree/MergeTreeData.cpp b/src/Storages/MergeTree/MergeTreeData.cpp
index a0c1de756be..cd776a661ed 100644
--- a/src/Storages/MergeTree/MergeTreeData.cpp
+++ b/src/Storages/MergeTree/MergeTreeData.cpp
@@ -776,7 +776,7 @@ void MergeTreeData::loadDataParts(bool skip_sanity_checks)
             if (!MergeTreePartInfo::tryParsePartName(part_name, &part_info, format_version))
                 return;
 
-            auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, part_disk_ptr);
+            auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, part_disk_ptr, 0);
             auto part = createPart(part_name, part_info, single_disk_volume, part_name);
             bool broken = false;
 
@@ -2996,7 +2996,7 @@ MergeTreeData::MutableDataPartsVector MergeTreeData::tryLoadPartsToAttach(const
     for (const auto & part_names : renamed_parts.old_and_new_names)
     {
         LOG_DEBUG(log, "Checking part {}", part_names.second);
-        auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_names.first, name_to_disk[part_names.first]);
+        auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_names.first, name_to_disk[part_names.first], 0);
         MutableDataPartPtr part = createPart(part_names.first, single_disk_volume, source_dir + part_names.second);
         loadPartAndFixMetadataImpl(part);
         loaded_parts.push_back(part);
@@ -3409,7 +3409,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeData::cloneAndLoadDataPartOnSameDisk(
     localBackup(disk, src_part_path, dst_part_path);
     disk->removeIfExists(dst_part_path + "/" + IMergeTreeDataPart::DELETE_ON_DESTROY_MARKER_FILE_NAME);
 
-    auto single_disk_volume = std::make_shared<SingleDiskVolume>(disk->getName(), disk);
+    auto single_disk_volume = std::make_shared<SingleDiskVolume>(disk->getName(), disk, 0);
     auto dst_data_part = createPart(dst_part_name, dst_part_info, single_disk_volume, tmp_dst_part_name);
 
     dst_data_part->is_temp = true;
diff --git a/src/Storages/MergeTree/MergeTreeData.h b/src/Storages/MergeTree/MergeTreeData.h
index 5c18661dad1..bd80a745121 100644
--- a/src/Storages/MergeTree/MergeTreeData.h
+++ b/src/Storages/MergeTree/MergeTreeData.h
@@ -35,7 +35,6 @@
 namespace DB
 {
 
-class MergeListEntry;
 class AlterCommands;
 class MergeTreePartsMover;
 class MutationCommands;
@@ -618,6 +617,7 @@ public:
     /// `additional_path` can be set if part is not located directly in table data path (e.g. 'detached/')
     std::optional<String> getFullRelativePathForPart(const String & part_name, const String & additional_path = "") const;
 
+    bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override;
 
     using PathsWithDisks = std::vector<PathWithDisk>;
diff --git a/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp b/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp
index fb0a488700c..bc44df5c293 100644
--- a/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp
@@ -226,6 +226,11 @@ bool MergeTreeDataMergerMutator::selectPartsToMerge(
 
     IMergeSelector::PartsRanges parts_ranges;
 
+    StoragePolicyPtr storage_policy = data.getStoragePolicy();
+    /// Volumes with stopped merges are extremely rare situation.
+    /// Check it once and don't check each part (this is bad for performance).
+    bool has_volumes_with_disabled_merges = storage_policy->hasAnyVolumeWithDisabledMerges();
+
     const String * prev_partition_id = nullptr;
     /// Previous part only in boundaries of partition frame
     const MergeTreeData::DataPartPtr * prev_part = nullptr;
@@ -275,6 +280,7 @@ bool MergeTreeDataMergerMutator::selectPartsToMerge(
         part_info.data = &part;
         part_info.ttl_infos = &part->ttl_infos;
         part_info.compression_codec_desc = part->default_codec->getFullCodecDesc();
+        part_info.shall_participate_in_merges = has_volumes_with_disabled_merges ? part->shallParticipateInMerges(storage_policy) : true;
 
         parts_ranges.back().emplace_back(part_info);
 
@@ -292,7 +298,7 @@ bool MergeTreeDataMergerMutator::selectPartsToMerge(
 
     if (metadata_snapshot->hasAnyTTL() && merge_with_ttl_allowed && !ttl_merges_blocker.isCancelled())
     {
-        /// TTL delete is prefered to recompression
+        /// TTL delete is preferred to recompression
         TTLDeleteMergeSelector delete_ttl_selector(
                 next_delete_ttl_merge_times_by_partition,
                 current_time,
@@ -667,7 +673,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
         merging_columns,
         merging_column_names);
 
-    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + future_part.name, disk);
+    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + future_part.name, disk, 0);
     MergeTreeData::MutableDataPartPtr new_data_part = data.createPart(
         future_part.name,
         future_part.type,
@@ -704,10 +710,10 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
 
     size_t sum_input_rows_upper_bound = merge_entry->total_rows_count;
     size_t sum_compressed_bytes_upper_bound = merge_entry->total_size_bytes_compressed;
-    MergeAlgorithm merge_alg = chooseMergeAlgorithm(parts, sum_input_rows_upper_bound, gathering_columns, deduplicate, need_remove_expired_values);
-    merge_entry->merge_algorithm = merge_alg;
+    MergeAlgorithm chosen_merge_algorithm = chooseMergeAlgorithm(parts, sum_input_rows_upper_bound, gathering_columns, deduplicate, need_remove_expired_values);
+    merge_entry->merge_algorithm.store(chosen_merge_algorithm, std::memory_order_relaxed);
 
-    LOG_DEBUG(log, "Selected MergeAlgorithm: {}", toString(merge_alg));
+    LOG_DEBUG(log, "Selected MergeAlgorithm: {}", toString(chosen_merge_algorithm));
 
     /// Note: this is done before creating input streams, because otherwise data.data_parts_mutex
     /// (which is locked in data.getTotalActiveSizeInBytes())
@@ -722,7 +728,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
     std::unique_ptr<WriteBuffer> rows_sources_write_buf;
     std::optional<ColumnSizeEstimator> column_sizes;
 
-    if (merge_alg == MergeAlgorithm::Vertical)
+    if (chosen_merge_algorithm == MergeAlgorithm::Vertical)
     {
         tmp_disk->createDirectories(new_part_tmp_path);
         rows_sources_file_path = new_part_tmp_path + "rows_sources";
@@ -812,7 +818,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
     ProcessorPtr merged_transform;
 
     /// If merge is vertical we cannot calculate it
-    bool blocks_are_granules_size = (merge_alg == MergeAlgorithm::Vertical);
+    bool blocks_are_granules_size = (chosen_merge_algorithm == MergeAlgorithm::Vertical);
 
     UInt64 merge_block_size = data_settings->merge_max_block_size;
     switch (data.merging_params.mode)
@@ -911,7 +917,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
         {
             /// The same progress from merge_entry could be used for both algorithms (it should be more accurate)
             /// But now we are using inaccurate row-based estimation in Horizontal case for backward compatibility
-            Float64 progress = (merge_alg == MergeAlgorithm::Horizontal)
+            Float64 progress = (chosen_merge_algorithm == MergeAlgorithm::Horizontal)
                 ? std::min(1., 1. * rows_written / sum_input_rows_upper_bound)
                 : std::min(1., merge_entry->progress.load(std::memory_order_relaxed));
 
@@ -932,7 +938,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
     MergeTreeData::DataPart::Checksums checksums_gathered_columns;
 
     /// Gather ordinary columns
-    if (merge_alg == MergeAlgorithm::Vertical)
+    if (chosen_merge_algorithm == MergeAlgorithm::Vertical)
     {
         size_t sum_input_rows_exact = merge_entry->rows_read;
         merge_entry->columns_written = merging_column_names.size();
@@ -1048,7 +1054,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
             ReadableSize(merge_entry->bytes_read_uncompressed / elapsed_seconds));
     }
 
-    if (merge_alg != MergeAlgorithm::Vertical)
+    if (chosen_merge_algorithm != MergeAlgorithm::Vertical)
         to.writeSuffixAndFinalizePart(new_data_part, need_sync);
     else
         to.writeSuffixAndFinalizePart(new_data_part, need_sync, &storage_columns, &checksums_gathered_columns);
@@ -1127,7 +1133,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mutatePartToTempor
         in->setProgressCallback(MergeProgressCallback(merge_entry, watch_prev_elapsed, stage_progress));
     }
 
-    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + future_part.name, space_reservation->getDisk());
+    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + future_part.name, space_reservation->getDisk(), 0);
     auto new_data_part = data.createPart(
         future_part.name, future_part.type, future_part.part_info, single_disk_volume, "tmp_mut_" + future_part.name);
 
diff --git a/src/Storages/MergeTree/MergeTreeDataMergerMutator.h b/src/Storages/MergeTree/MergeTreeDataMergerMutator.h
index 0ad525d1901..570bbecb165 100644
--- a/src/Storages/MergeTree/MergeTreeDataMergerMutator.h
+++ b/src/Storages/MergeTree/MergeTreeDataMergerMutator.h
@@ -13,7 +13,6 @@
 namespace DB
 {
 
-class MergeListEntry;
 class MergeProgressCallback;
 
 /// Auxiliary struct holding metainformation for the future merged or mutated part.
diff --git a/src/Storages/MergeTree/MergeTreeDataPartTTLInfo.h b/src/Storages/MergeTree/MergeTreeDataPartTTLInfo.h
index f0837f98486..17239e2618a 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartTTLInfo.h
+++ b/src/Storages/MergeTree/MergeTreeDataPartTTLInfo.h
@@ -49,7 +49,7 @@ struct MergeTreeDataPartTTLInfos
 
     TTLInfoMap recompression_ttl;
 
-    /// Return smalles max recompression TTL value
+    /// Return the smallest max recompression TTL value
     time_t getMinimalMaxRecompressionTTL() const;
 
 
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp
index c6b689da33a..0ec10f9db76 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp
@@ -201,7 +201,7 @@ void MergeTreeDataPartWriterOnDisk::calculateAndSerializePrimaryIndex(const Bloc
     {
         index_types = primary_index_block.getDataTypes();
         index_columns.resize(primary_columns_num);
-        last_index_row.resize(primary_columns_num);
+        last_block_index_columns.resize(primary_columns_num);
         for (size_t i = 0; i < primary_columns_num; ++i)
             index_columns[i] = primary_index_block.getByPosition(i).column->cloneEmpty();
     }
@@ -212,7 +212,7 @@ void MergeTreeDataPartWriterOnDisk::calculateAndSerializePrimaryIndex(const Bloc
      * And otherwise it will look like excessively growing memory consumption in context of query.
      *  (observed in long INSERT SELECTs)
      */
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     /// Write index. The index contains Primary Key value for each `index_granularity` row.
 
@@ -236,10 +236,7 @@ void MergeTreeDataPartWriterOnDisk::calculateAndSerializePrimaryIndex(const Bloc
 
     /// store last index row to write final mark at the end of column
     for (size_t j = 0; j < primary_columns_num; ++j)
-    {
-        const IColumn & primary_column = *primary_index_block.getByPosition(j).column.get();
-        primary_column.get(rows - 1, last_index_row[j]);
-    }
+        last_block_index_columns[j] = primary_index_block.getByPosition(j).column;
 }
 
 void MergeTreeDataPartWriterOnDisk::calculateAndSerializeSkipIndices(const Block & skip_indexes_block)
@@ -325,11 +322,12 @@ void MergeTreeDataPartWriterOnDisk::finishPrimaryIndexSerialization(
         {
             for (size_t j = 0; j < index_columns.size(); ++j)
             {
-                index_columns[j]->insert(last_index_row[j]);
-                index_types[j]->serializeBinary(last_index_row[j], *index_stream);
+                const auto & column = *last_block_index_columns[j];
+                size_t last_row_number = column.size() - 1;
+                index_columns[j]->insertFrom(column, last_row_number);
+                index_types[j]->serializeBinary(column, last_row_number, *index_stream);
             }
-
-            last_index_row.clear();
+            last_block_index_columns.clear();
         }
 
         index_stream->next();
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h
index f4bd900977f..55da413c9fb 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h
@@ -111,9 +111,9 @@ protected:
     std::unique_ptr<WriteBufferFromFileBase> index_file_stream;
     std::unique_ptr<HashingWriteBuffer> index_stream;
     DataTypes index_types;
-    /// Index columns values from the last row from the last block
+    /// Index columns from the last block
     /// It's written to index file in the `writeSuffixAndFinalizePart` method
-    Row last_index_row;
+    Columns last_block_index_columns;
 
     bool data_written = false;
     bool primary_index_initialized = false;
diff --git a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
index 8c1dc845d26..f06bfb97b2c 100644
--- a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
@@ -898,7 +898,7 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreams(
             num_streams,
             sum_marks,
             min_marks_for_concurrent_read,
-            parts,
+            std::move(parts),
             data,
             metadata_snapshot,
             query_info.prewhere_info,
@@ -1237,144 +1237,200 @@ Pipe MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
     if (sum_marks > max_marks_to_use_cache)
         use_uncompressed_cache = false;
 
-    Pipe pipe;
-
-    {
-        Pipes pipes;
-
-        for (const auto & part : parts)
-        {
-            auto source_processor = std::make_shared<MergeTreeSelectProcessor>(
-                    data, metadata_snapshot, part.data_part, max_block_size, settings.preferred_block_size_bytes,
-                    settings.preferred_max_column_in_block_size_bytes, column_names, part.ranges,
-                    use_uncompressed_cache,
-                    query_info.prewhere_info, true, reader_settings,
-                    virt_columns, part.part_index_in_query);
-
-            pipes.emplace_back(std::move(source_processor));
-        }
-
-        pipe = Pipe::unitePipes(std::move(pipes));
-    }
-
-    /// Drop temporary columns, added by 'sorting_key_expr'
-    if (!out_projection)
-        out_projection = createProjection(pipe, data);
-
-    pipe.addSimpleTransform([&metadata_snapshot](const Block & header)
-    {
-        return std::make_shared<ExpressionTransform>(header, metadata_snapshot->getSortingKey().expression);
-    });
-
-    Names sort_columns = metadata_snapshot->getSortingKeyColumns();
-    SortDescription sort_description;
-    size_t sort_columns_size = sort_columns.size();
-    sort_description.reserve(sort_columns_size);
-
-    Names partition_key_columns = metadata_snapshot->getPartitionKey().column_names;
-
-    Block header = pipe.getHeader();
-    for (size_t i = 0; i < sort_columns_size; ++i)
-        sort_description.emplace_back(header.getPositionByName(sort_columns[i]), 1, 1);
-
-    auto get_merging_processor = [&]() -> MergingTransformPtr
-    {
-        switch (data.merging_params.mode)
-        {
-            case MergeTreeData::MergingParams::Ordinary:
-            {
-                return std::make_shared<MergingSortedTransform>(header, pipe.numOutputPorts(),
-                           sort_description, max_block_size);
-            }
-
-            case MergeTreeData::MergingParams::Collapsing:
-                return std::make_shared<CollapsingSortedTransform>(header, pipe.numOutputPorts(),
-                           sort_description, data.merging_params.sign_column, true, max_block_size);
-
-            case MergeTreeData::MergingParams::Summing:
-                return std::make_shared<SummingSortedTransform>(header, pipe.numOutputPorts(),
-                           sort_description, data.merging_params.columns_to_sum, partition_key_columns, max_block_size);
-
-            case MergeTreeData::MergingParams::Aggregating:
-                return std::make_shared<AggregatingSortedTransform>(header, pipe.numOutputPorts(),
-                           sort_description, max_block_size);
-
-            case MergeTreeData::MergingParams::Replacing:
-                return std::make_shared<ReplacingSortedTransform>(header, pipe.numOutputPorts(),
-                           sort_description, data.merging_params.version_column, max_block_size);
-
-            case MergeTreeData::MergingParams::VersionedCollapsing:
-                return std::make_shared<VersionedCollapsingTransform>(header, pipe.numOutputPorts(),
-                           sort_description, data.merging_params.sign_column, max_block_size);
-
-            case MergeTreeData::MergingParams::Graphite:
-                throw Exception("GraphiteMergeTree doesn't support FINAL", ErrorCodes::LOGICAL_ERROR);
-        }
-
-        __builtin_unreachable();
-    };
-
     if (num_streams > settings.max_final_threads)
         num_streams = settings.max_final_threads;
 
-    if (num_streams <= 1 || sort_description.empty())
+    /// If setting do_not_merge_across_partitions_select_final is true than we won't merge parts from different partitions.
+    /// We have all parts in parts vector, where parts with same partition are nerby.
+    /// So we will store iterators pointed to the beginning of each partition range (and parts.end()),
+    /// then we will create a pipe for each partition that will run selecting processor and merging processor
+    /// for the parts with this partition. In the end we will unite all the pipes.
+    std::vector<RangesInDataParts::iterator> parts_to_merge_ranges;
+    auto it = parts.begin();
+    parts_to_merge_ranges.push_back(it);
+
+    if (settings.do_not_merge_across_partitions_select_final)
     {
-        pipe.addTransform(get_merging_processor());
-        return pipe;
-    }
-
-    ColumnNumbers key_columns;
-    key_columns.reserve(sort_description.size());
-
-    for (auto & desc : sort_description)
-    {
-        if (!desc.column_name.empty())
-            key_columns.push_back(header.getPositionByName(desc.column_name));
-        else
-            key_columns.emplace_back(desc.column_number);
-    }
-
-    pipe.addSimpleTransform([&](const Block & stream_header)
-    {
-        return std::make_shared<AddingSelectorTransform>(stream_header, num_streams, key_columns);
-    });
-
-    pipe.transform([&](OutputPortRawPtrs ports)
-    {
-        Processors processors;
-        std::vector<OutputPorts::iterator> output_ports;
-        processors.reserve(ports.size() + num_streams);
-        output_ports.reserve(ports.size());
-
-        for (auto & port : ports)
+        while (it != parts.end())
         {
-            auto copier = std::make_shared<CopyTransform>(header, num_streams);
-            connect(*port, copier->getInputPort());
-            output_ports.emplace_back(copier->getOutputs().begin());
-            processors.emplace_back(std::move(copier));
+            it = std::find_if(
+                it, parts.end(), [&it](auto & part) { return it->data_part->info.partition_id != part.data_part->info.partition_id; });
+            parts_to_merge_ranges.push_back(it);
         }
+        /// We divide threads for each partition equally. But we will create at least the number of partitions threads.
+        /// (So, the total number of threads could be more than initial num_streams.
+        num_streams /= (parts_to_merge_ranges.size() - 1);
+    }
+    else
+    {
+        /// If do_not_merge_across_partitions_select_final is false we just merge all the parts.
+        parts_to_merge_ranges.push_back(parts.end());
+    }
+
+    Pipes partition_pipes;
+
+    for (size_t range_index = 0; range_index < parts_to_merge_ranges.size() - 1; ++range_index)
+    {
+        Pipe pipe;
 
-        for (size_t i = 0; i < num_streams; ++i)
         {
-            auto merge = get_merging_processor();
-            merge->setSelectorPosition(i);
-            auto input = merge->getInputs().begin();
+            Pipes pipes;
 
-            /// Connect i-th merge with i-th input port of every copier.
-            for (size_t j = 0; j < ports.size(); ++j)
+            for (auto part_it = parts_to_merge_ranges[range_index]; part_it != parts_to_merge_ranges[range_index + 1]; ++part_it)
             {
-                connect(*output_ports[j], *input);
-                ++output_ports[j];
-                ++input;
+                auto source_processor = std::make_shared<MergeTreeSelectProcessor>(
+                    data,
+                    metadata_snapshot,
+                    part_it->data_part,
+                    max_block_size,
+                    settings.preferred_block_size_bytes,
+                    settings.preferred_max_column_in_block_size_bytes,
+                    column_names,
+                    part_it->ranges,
+                    use_uncompressed_cache,
+                    query_info.prewhere_info,
+                    true,
+                    reader_settings,
+                    virt_columns,
+                    part_it->part_index_in_query);
+
+                pipes.emplace_back(std::move(source_processor));
             }
 
-            processors.emplace_back(std::move(merge));
+            pipe = Pipe::unitePipes(std::move(pipes));
         }
 
-        return processors;
-    });
+        /// Drop temporary columns, added by 'sorting_key_expr'
+        if (!out_projection)
+            out_projection = createProjection(pipe, data);
 
-    return pipe;
+        /// If do_not_merge_across_partitions_select_final is true and there is only one part in partition
+        /// with level > 0 then we won't postprocess this part
+        if (settings.do_not_merge_across_partitions_select_final &&
+            std::distance(parts_to_merge_ranges[range_index], parts_to_merge_ranges[range_index + 1]) == 1 &&
+            parts_to_merge_ranges[range_index]->data_part->info.level > 0)
+        {
+            partition_pipes.emplace_back(std::move(pipe));
+            continue;
+        }
+
+        pipe.addSimpleTransform([&metadata_snapshot](const Block & header)
+        {
+            return std::make_shared<ExpressionTransform>(header, metadata_snapshot->getSortingKey().expression);
+        });
+
+        Names sort_columns = metadata_snapshot->getSortingKeyColumns();
+        SortDescription sort_description;
+        size_t sort_columns_size = sort_columns.size();
+        sort_description.reserve(sort_columns_size);
+
+        Names partition_key_columns = metadata_snapshot->getPartitionKey().column_names;
+
+        Block header = pipe.getHeader();
+        for (size_t i = 0; i < sort_columns_size; ++i)
+            sort_description.emplace_back(header.getPositionByName(sort_columns[i]), 1, 1);
+
+        auto get_merging_processor = [&]() -> MergingTransformPtr
+        {
+            switch (data.merging_params.mode)
+            {
+                case MergeTreeData::MergingParams::Ordinary:
+                {
+                    return std::make_shared<MergingSortedTransform>(header, pipe.numOutputPorts(), sort_description, max_block_size);
+                }
+
+                case MergeTreeData::MergingParams::Collapsing:
+                    return std::make_shared<CollapsingSortedTransform>(
+                        header, pipe.numOutputPorts(), sort_description, data.merging_params.sign_column, true, max_block_size);
+
+                case MergeTreeData::MergingParams::Summing:
+                    return std::make_shared<SummingSortedTransform>(
+                        header,
+                        pipe.numOutputPorts(),
+                        sort_description,
+                        data.merging_params.columns_to_sum,
+                        partition_key_columns,
+                        max_block_size);
+
+                case MergeTreeData::MergingParams::Aggregating:
+                    return std::make_shared<AggregatingSortedTransform>(header, pipe.numOutputPorts(), sort_description, max_block_size);
+
+                case MergeTreeData::MergingParams::Replacing:
+                    return std::make_shared<ReplacingSortedTransform>(
+                        header, pipe.numOutputPorts(), sort_description, data.merging_params.version_column, max_block_size);
+
+                case MergeTreeData::MergingParams::VersionedCollapsing:
+                    return std::make_shared<VersionedCollapsingTransform>(
+                        header, pipe.numOutputPorts(), sort_description, data.merging_params.sign_column, max_block_size);
+
+                case MergeTreeData::MergingParams::Graphite:
+                    throw Exception("GraphiteMergeTree doesn't support FINAL", ErrorCodes::LOGICAL_ERROR);
+            }
+
+            __builtin_unreachable();
+        };
+
+        if (num_streams <= 1 || sort_description.empty())
+        {
+            pipe.addTransform(get_merging_processor());
+            partition_pipes.emplace_back(std::move(pipe));
+            continue;
+        }
+
+        ColumnNumbers key_columns;
+        key_columns.reserve(sort_description.size());
+
+        for (auto & desc : sort_description)
+        {
+            if (!desc.column_name.empty())
+                key_columns.push_back(header.getPositionByName(desc.column_name));
+            else
+                key_columns.emplace_back(desc.column_number);
+        }
+
+        pipe.addSimpleTransform([&](const Block & stream_header)
+        {
+            return std::make_shared<AddingSelectorTransform>(stream_header, num_streams, key_columns);
+        });
+
+        pipe.transform([&](OutputPortRawPtrs ports)
+        {
+            Processors processors;
+            std::vector<OutputPorts::iterator> output_ports;
+            processors.reserve(ports.size() + num_streams);
+            output_ports.reserve(ports.size());
+
+            for (auto & port : ports)
+            {
+                auto copier = std::make_shared<CopyTransform>(header, num_streams);
+                connect(*port, copier->getInputPort());
+                output_ports.emplace_back(copier->getOutputs().begin());
+                processors.emplace_back(std::move(copier));
+            }
+
+            for (size_t i = 0; i < num_streams; ++i)
+            {
+                auto merge = get_merging_processor();
+                merge->setSelectorPosition(i);
+                auto input = merge->getInputs().begin();
+
+                /// Connect i-th merge with i-th input port of every copier.
+                for (size_t j = 0; j < ports.size(); ++j)
+                {
+                    connect(*output_ports[j], *input);
+                    ++output_ports[j];
+                    ++input;
+                }
+
+                processors.emplace_back(std::move(merge));
+            }
+
+            return processors;
+        });
+        partition_pipes.emplace_back(std::move(pipe));
+    }
+
+    return Pipe::unitePipes(std::move(partition_pipes));
 }
 
 /// Calculates a set of mark ranges, that could possibly contain keys, required by condition.
@@ -1517,7 +1573,7 @@ MarkRanges MergeTreeDataSelectExecutor::markRangesFromPKRange(
     {
         /// In case when SELECT's predicate defines a single continuous interval of keys,
         /// we can use binary search algorithm to find the left and right endpoint key marks of such interval.
-        /// The returned value is the minumum range of marks, containing all keys for which KeyCondition holds
+        /// The returned value is the minimum range of marks, containing all keys for which KeyCondition holds
 
         LOG_TRACE(log, "Running binary search on index range for part {} ({} marks)", part->name, marks_count);
 
diff --git a/src/Storages/MergeTree/MergeTreeMarksLoader.cpp b/src/Storages/MergeTree/MergeTreeMarksLoader.cpp
index a7107789bfd..c5a99b128e9 100644
--- a/src/Storages/MergeTree/MergeTreeMarksLoader.cpp
+++ b/src/Storages/MergeTree/MergeTreeMarksLoader.cpp
@@ -48,7 +48,7 @@ const MarkInCompressedFile & MergeTreeMarksLoader::getMark(size_t row_index, siz
 MarkCache::MappedPtr MergeTreeMarksLoader::loadMarksImpl()
 {
     /// Memory for marks must not be accounted as memory usage for query, because they are stored in shared cache.
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     size_t file_size = disk->getFileSize(mrk_path);
     size_t mark_size = index_granularity_info.getMarkSizeInBytes(columns_in_mark);
diff --git a/src/Storages/MergeTree/MergeTreePartsMover.cpp b/src/Storages/MergeTree/MergeTreePartsMover.cpp
index c5c6a63abc4..7b8c88b1bff 100644
--- a/src/Storages/MergeTree/MergeTreePartsMover.cpp
+++ b/src/Storages/MergeTree/MergeTreePartsMover.cpp
@@ -195,11 +195,13 @@ MergeTreeData::DataPartPtr MergeTreePartsMover::clonePart(const MergeTreeMoveEnt
         throw Exception("Cancelled moving parts.", ErrorCodes::ABORTED);
 
     LOG_TRACE(log, "Cloning part {}", moving_part.part->name);
-    moving_part.part->makeCloneOnDiskDetached(moving_part.reserved_space);
 
-    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + moving_part.part->name, moving_part.reserved_space->getDisk());
+    const String directory_to_move = "moving";
+    moving_part.part->makeCloneOnDisk(moving_part.reserved_space->getDisk(), directory_to_move);
+
+    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + moving_part.part->name, moving_part.reserved_space->getDisk(), 0);
     MergeTreeData::MutableDataPartPtr cloned_part =
-        data->createPart(moving_part.part->name, single_disk_volume, "detached/" + moving_part.part->name);
+        data->createPart(moving_part.part->name, single_disk_volume, directory_to_move + '/' + moving_part.part->name);
     LOG_TRACE(log, "Part {} was cloned to {}", moving_part.part->name, cloned_part->getFullPath());
 
     cloned_part->loadColumnsChecksumsIndexes(true, true);
diff --git a/src/Storages/MergeTree/MergeTreeReadPool.cpp b/src/Storages/MergeTree/MergeTreeReadPool.cpp
index d78f72d1dd0..e44ff500c88 100644
--- a/src/Storages/MergeTree/MergeTreeReadPool.cpp
+++ b/src/Storages/MergeTree/MergeTreeReadPool.cpp
@@ -21,7 +21,7 @@ MergeTreeReadPool::MergeTreeReadPool(
     const size_t threads_,
     const size_t sum_marks_,
     const size_t min_marks_for_concurrent_read_,
-    RangesInDataParts parts_,
+    RangesInDataParts && parts_,
     const MergeTreeData & data_,
     const StorageMetadataPtr & metadata_snapshot_,
     const PrewhereInfoPtr & prewhere_info_,
@@ -38,11 +38,11 @@ MergeTreeReadPool::MergeTreeReadPool(
     , do_not_steal_tasks{do_not_steal_tasks_}
     , predict_block_size_bytes{preferred_block_size_bytes_ > 0}
     , prewhere_info{prewhere_info_}
-    , parts_ranges{parts_}
+    , parts_ranges{std::move(parts_)}
 {
     /// parts don't contain duplicate MergeTreeDataPart's.
-    const auto per_part_sum_marks = fillPerPartInfo(parts_, check_columns_);
-    fillPerThreadInfo(threads_, sum_marks_, per_part_sum_marks, parts_, min_marks_for_concurrent_read_);
+    const auto per_part_sum_marks = fillPerPartInfo(parts_ranges, check_columns_);
+    fillPerThreadInfo(threads_, sum_marks_, per_part_sum_marks, parts_ranges, min_marks_for_concurrent_read_);
 }
 
 
@@ -62,7 +62,24 @@ MergeTreeReadTaskPtr MergeTreeReadPool::getTask(const size_t min_marks_to_read,
         return nullptr;
 
     /// Steal task if nothing to do and it's not prohibited
-    const auto thread_idx = tasks_remaining_for_this_thread ? thread : *std::begin(remaining_thread_tasks);
+    auto thread_idx = thread;
+    if (!tasks_remaining_for_this_thread)
+    {
+        auto it = remaining_thread_tasks.lower_bound(backoff_state.current_threads);
+        // Grab the entire tasks of a thread which is killed by backoff
+        if (it != remaining_thread_tasks.end())
+        {
+            threads_tasks[thread] = std::move(threads_tasks[*it]);
+            remaining_thread_tasks.erase(it);
+        }
+        else // Try steal tasks from the next thread
+        {
+            it = remaining_thread_tasks.upper_bound(thread);
+            if (it == remaining_thread_tasks.end())
+                it = remaining_thread_tasks.begin();
+            thread_idx = *it;
+        }
+    }
     auto & thread_tasks = threads_tasks[thread_idx];
 
     auto & thread_task = thread_tasks.parts_and_ranges.back();
@@ -163,7 +180,7 @@ void MergeTreeReadPool::profileFeedback(const ReadBufferFromFileBase::ProfileInf
 
     std::lock_guard lock(mutex);
 
-    if (backoff_state.current_threads <= 1)
+    if (backoff_state.current_threads <= backoff_settings.min_concurrency)
         return;
 
     size_t throughput = info.bytes_read * 1000000000 / info.nanoseconds;
@@ -194,14 +211,14 @@ void MergeTreeReadPool::profileFeedback(const ReadBufferFromFileBase::ProfileInf
 
 
 std::vector<size_t> MergeTreeReadPool::fillPerPartInfo(
-    RangesInDataParts & parts, const bool check_columns)
+    const RangesInDataParts & parts, const bool check_columns)
 {
     std::vector<size_t> per_part_sum_marks;
     Block sample_block = metadata_snapshot->getSampleBlock();
 
     for (const auto i : ext::range(0, parts.size()))
     {
-        auto & part = parts[i];
+        const auto & part = parts[i];
 
         /// Read marks for every data part.
         size_t sum_marks = 0;
@@ -238,21 +255,53 @@ std::vector<size_t> MergeTreeReadPool::fillPerPartInfo(
 
 void MergeTreeReadPool::fillPerThreadInfo(
     const size_t threads, const size_t sum_marks, std::vector<size_t> per_part_sum_marks,
-    RangesInDataParts & parts, const size_t min_marks_for_concurrent_read)
+    const RangesInDataParts & parts, const size_t min_marks_for_concurrent_read)
 {
     threads_tasks.resize(threads);
+    if (parts.empty())
+        return;
+
+    struct PartInfo
+    {
+        RangesInDataPart part;
+        size_t sum_marks;
+        size_t part_idx;
+    };
+
+    using PartsInfo = std::vector<PartInfo>;
+    std::queue<PartsInfo> parts_queue;
+
+    {
+        /// Group parts by disk name.
+        /// We try minimize the number of threads concurrently read from the same disk.
+        /// It improves the performance for JBOD architecture.
+        std::map<String, std::vector<PartInfo>> parts_per_disk;
+
+        for (size_t i = 0; i < parts.size(); ++i)
+        {
+            PartInfo part_info{parts[i], per_part_sum_marks[i], i};
+            if (parts[i].data_part->isStoredOnDisk())
+                parts_per_disk[parts[i].data_part->volume->getDisk()->getName()].push_back(std::move(part_info));
+            else
+                parts_per_disk[""].push_back(std::move(part_info));
+        }
+
+        for (auto & info : parts_per_disk)
+            parts_queue.push(std::move(info.second));
+    }
 
     const size_t min_marks_per_thread = (sum_marks - 1) / threads + 1;
 
-    for (size_t i = 0; i < threads && !parts.empty(); ++i)
+    for (size_t i = 0; i < threads && !parts_queue.empty(); ++i)
     {
         auto need_marks = min_marks_per_thread;
 
-        while (need_marks > 0 && !parts.empty())
+        while (need_marks > 0 && !parts_queue.empty())
         {
-            const auto part_idx = parts.size() - 1;
-            RangesInDataPart & part = parts.back();
-            size_t & marks_in_part = per_part_sum_marks.back();
+            auto & current_parts = parts_queue.front();
+            RangesInDataPart & part = current_parts.back().part;
+            size_t & marks_in_part = current_parts.back().sum_marks;
+            const auto part_idx = current_parts.back().part_idx;
 
             /// Do not get too few rows from part.
             if (marks_in_part >= min_marks_for_concurrent_read &&
@@ -274,8 +323,9 @@ void MergeTreeReadPool::fillPerThreadInfo(
                 marks_in_ranges = marks_in_part;
 
                 need_marks -= marks_in_part;
-                parts.pop_back();
-                per_part_sum_marks.pop_back();
+                current_parts.pop_back();
+                if (current_parts.empty())
+                    parts_queue.pop();
             }
             else
             {
@@ -304,6 +354,17 @@ void MergeTreeReadPool::fillPerThreadInfo(
             if (marks_in_ranges != 0)
                 remaining_thread_tasks.insert(i);
         }
+
+        /// Before processing next thread, change disk if possible.
+        /// Different threads will likely start reading from different disk,
+        /// which may improve read parallelism for JBOD.
+        /// It also may be helpful in case we have backoff threads.
+        /// Backoff threads will likely to reduce load for different disks, not the same one.
+        if (parts_queue.size() > 1)
+        {
+            parts_queue.push(std::move(parts_queue.front()));
+            parts_queue.pop();
+        }
     }
 }
 
diff --git a/src/Storages/MergeTree/MergeTreeReadPool.h b/src/Storages/MergeTree/MergeTreeReadPool.h
index c0b04c6a228..aa6811661e6 100644
--- a/src/Storages/MergeTree/MergeTreeReadPool.h
+++ b/src/Storages/MergeTree/MergeTreeReadPool.h
@@ -36,13 +36,16 @@ public:
         size_t min_interval_between_events_ms = 1000;
         /// Number of events to do backoff - to lower number of threads in pool.
         size_t min_events = 2;
+        /// Try keeping the minimal number of threads in pool.
+        size_t min_concurrency = 1;
 
         /// Constants above is just an example.
         BackoffSettings(const Settings & settings)
             : min_read_latency_ms(settings.read_backoff_min_latency_ms.totalMilliseconds()),
             max_throughput(settings.read_backoff_max_throughput),
             min_interval_between_events_ms(settings.read_backoff_min_interval_between_events_ms.totalMilliseconds()),
-            min_events(settings.read_backoff_min_events)
+            min_events(settings.read_backoff_min_events),
+            min_concurrency(settings.read_backoff_min_concurrency)
         {
         }
 
@@ -68,7 +71,7 @@ private:
 public:
     MergeTreeReadPool(
         const size_t threads_, const size_t sum_marks_, const size_t min_marks_for_concurrent_read_,
-        RangesInDataParts parts_, const MergeTreeData & data_, const StorageMetadataPtr & metadata_snapshot_, const PrewhereInfoPtr & prewhere_info_,
+        RangesInDataParts && parts_, const MergeTreeData & data_, const StorageMetadataPtr & metadata_snapshot_, const PrewhereInfoPtr & prewhere_info_,
         const bool check_columns_, const Names & column_names_,
         const BackoffSettings & backoff_settings_, size_t preferred_block_size_bytes_,
         const bool do_not_steal_tasks_ = false);
@@ -88,11 +91,11 @@ public:
 
 private:
     std::vector<size_t> fillPerPartInfo(
-        RangesInDataParts & parts, const bool check_columns);
+        const RangesInDataParts & parts, const bool check_columns);
 
     void fillPerThreadInfo(
         const size_t threads, const size_t sum_marks, std::vector<size_t> per_part_sum_marks,
-        RangesInDataParts & parts, const size_t min_marks_for_concurrent_read);
+        const RangesInDataParts & parts, const size_t min_marks_for_concurrent_read);
 
     const MergeTreeData & data;
     StorageMetadataPtr metadata_snapshot;
diff --git a/src/Storages/MergeTree/MergeTreeSettings.cpp b/src/Storages/MergeTree/MergeTreeSettings.cpp
index 00580c8d8bb..15ff62e0aa6 100644
--- a/src/Storages/MergeTree/MergeTreeSettings.cpp
+++ b/src/Storages/MergeTree/MergeTreeSettings.cpp
@@ -11,9 +11,8 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int INVALID_CONFIG_PARAMETER;
-    extern const int BAD_ARGUMENTS;
     extern const int UNKNOWN_SETTING;
+    extern const int BAD_ARGUMENTS;
 }
 
 IMPLEMENT_SETTINGS_TRAITS(MergeTreeSettingsTraits, LIST_OF_MERGE_TREE_SETTINGS)
@@ -34,9 +33,8 @@ void MergeTreeSettings::loadFromConfig(const String & config_elem, const Poco::U
     catch (Exception & e)
     {
         if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-            throw Exception(e.message() + " in MergeTree config", ErrorCodes::INVALID_CONFIG_PARAMETER);
-        else
-            e.rethrow();
+            e.addMessage("in MergeTree config");
+        throw;
     }
 }
 
@@ -51,9 +49,8 @@ void MergeTreeSettings::loadFromQuery(ASTStorage & storage_def)
         catch (Exception & e)
         {
             if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-                throw Exception(e.message() + " for storage " + storage_def.engine->name, ErrorCodes::BAD_ARGUMENTS);
-            else
-                e.rethrow();
+                e.addMessage("for storage " + storage_def.engine->name);
+            throw;
         }
     }
     else
diff --git a/src/Storages/MergeTree/MergeTreeSettings.h b/src/Storages/MergeTree/MergeTreeSettings.h
index 97bc73caf5b..fe97298fe75 100644
--- a/src/Storages/MergeTree/MergeTreeSettings.h
+++ b/src/Storages/MergeTree/MergeTreeSettings.h
@@ -112,7 +112,6 @@ struct Settings;
     /** Obsolete settings. Kept for backward compatibility only. */ \
     M(UInt64, min_relative_delay_to_yield_leadership, 120, "Obsolete setting, does nothing.", 0) \
     M(UInt64, check_delay_period, 60, "Obsolete setting, does nothing.", 0) \
-
     /// Settings that should not change after the creation of a table.
 #define APPLY_FOR_IMMUTABLE_MERGE_TREE_SETTINGS(M) \
     M(index_granularity)
diff --git a/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp b/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp
index 4c445735a97..4b5ae580257 100644
--- a/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp
+++ b/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp
@@ -64,7 +64,7 @@ void MergeTreeWriteAheadLog::addPart(const Block & block, const String & part_na
     min_block_number = std::min(min_block_number, part_info.min_block);
     max_block_number = std::max(max_block_number, part_info.max_block);
 
-    writeIntBinary(static_cast<UInt8>(0), *out); /// version
+    writeIntBinary(WAL_VERSION, *out);
     writeIntBinary(static_cast<UInt8>(ActionType::ADD_PART), *out);
     writeStringBinary(part_name, *out);
     block_out->write(block);
@@ -80,7 +80,7 @@ void MergeTreeWriteAheadLog::dropPart(const String & part_name)
 {
     std::unique_lock lock(write_mutex);
 
-    writeIntBinary(static_cast<UInt8>(0), *out);
+    writeIntBinary(WAL_VERSION, *out);
     writeIntBinary(static_cast<UInt8>(ActionType::DROP_PART), *out);
     writeStringBinary(part_name, *out);
     out->next();
@@ -116,9 +116,13 @@ MergeTreeData::MutableDataPartsVector MergeTreeWriteAheadLog::restore(const Stor
 
         try
         {
+            ActionMetadata metadata;
+
             readIntBinary(version, *in);
-            if (version != 0)
-                throw Exception("Unknown WAL format version: " + toString(version), ErrorCodes::UNKNOWN_FORMAT_VERSION);
+            if (version > 0)
+            {
+                metadata.read(*in);
+            }
 
             readIntBinary(action_type, *in);
             readStringBinary(part_name, *in);
@@ -130,7 +134,7 @@ MergeTreeData::MutableDataPartsVector MergeTreeWriteAheadLog::restore(const Stor
             else if (action_type == ActionType::ADD_PART)
             {
                 auto part_disk = storage.reserveSpace(0)->getDisk();
-                auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, disk);
+                auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, disk, 0);
 
                 part = storage.createPart(
                     part_name,
@@ -233,4 +237,29 @@ MergeTreeWriteAheadLog::tryParseMinMaxBlockNumber(const String & filename)
     return std::make_pair(min_block, max_block);
 }
 
+void MergeTreeWriteAheadLog::ActionMetadata::read(ReadBuffer & meta_in)
+{
+    readIntBinary(min_compatible_version, meta_in);
+    if (min_compatible_version > WAL_VERSION)
+        throw Exception("WAL metadata version " + toString(min_compatible_version)
+                        + " is not compatible with this ClickHouse version", ErrorCodes::UNKNOWN_FORMAT_VERSION);
+
+    size_t metadata_size;
+    readVarUInt(metadata_size, meta_in);
+
+    UInt32 metadata_start = meta_in.offset();
+
+    /// For the future: read metadata here.
+
+
+    /// Skip extra fields if any. If min_compatible_version is lower than WAL_VERSION it means
+    /// that the fields are not critical for the correctness.
+    meta_in.ignore(metadata_size - (meta_in.offset() - metadata_start));
+}
+
+void MergeTreeWriteAheadLog::ActionMetadata::write(WriteBuffer & meta_out) const
+{
+    writeIntBinary(min_compatible_version, meta_out);
+    writeVarUInt(static_cast<UInt32>(0), meta_out);
+}
 }
diff --git a/src/Storages/MergeTree/MergeTreeWriteAheadLog.h b/src/Storages/MergeTree/MergeTreeWriteAheadLog.h
index 77c7c7e11e7..f4cf8ddc315 100644
--- a/src/Storages/MergeTree/MergeTreeWriteAheadLog.h
+++ b/src/Storages/MergeTree/MergeTreeWriteAheadLog.h
@@ -28,6 +28,19 @@ public:
         DROP_PART = 1,
     };
 
+    struct ActionMetadata
+    {
+        /// The minimum version of WAL reader that can understand metadata written by current ClickHouse version.
+        /// This field must be increased when making backwards incompatible changes.
+        ///
+        /// The same approach can be used recursively inside metadata.
+        UInt8 min_compatible_version = 0;
+
+        void write(WriteBuffer & meta_out) const;
+        void read(ReadBuffer & meta_in);
+    };
+
+    constexpr static UInt8 WAL_VERSION = 0;
     constexpr static auto WAL_FILE_NAME = "wal";
     constexpr static auto WAL_FILE_EXTENSION = ".bin";
     constexpr static auto DEFAULT_WAL_FILE_NAME = "wal.bin";
diff --git a/src/Storages/MergeTree/ReplicatedFetchList.cpp b/src/Storages/MergeTree/ReplicatedFetchList.cpp
new file mode 100644
index 00000000000..82bc8ae21e0
--- /dev/null
+++ b/src/Storages/MergeTree/ReplicatedFetchList.cpp
@@ -0,0 +1,52 @@
+#include <Storages/MergeTree/ReplicatedFetchList.h>
+#include <Common/CurrentMetrics.h>
+#include <common/getThreadId.h>
+
+namespace DB
+{
+
+ReplicatedFetchListElement::ReplicatedFetchListElement(
+    const std::string & database_, const std::string & table_,
+    const std::string & partition_id_, const std::string & result_part_name_,
+    const std::string & result_part_path_, const std::string & source_replica_path_,
+    const Poco::URI & uri_, UInt8 to_detached_, UInt64 total_size_bytes_compressed_)
+    : database(database_)
+    , table(table_)
+    , partition_id(partition_id_)
+    , result_part_name(result_part_name_)
+    , result_part_path(result_part_path_)
+    , source_replica_path(source_replica_path_)
+    , source_replica_hostname(uri_.getHost())
+    , source_replica_port(uri_.getPort())
+    , interserver_scheme(uri_.getScheme())
+    , uri(uri_.toString())
+    , to_detached(to_detached_)
+    , total_size_bytes_compressed(total_size_bytes_compressed_)
+    , thread_id(getThreadId())
+{
+}
+
+ReplicatedFetchInfo ReplicatedFetchListElement::getInfo() const
+{
+    ReplicatedFetchInfo res;
+    res.database = database;
+    res.table = table;
+    res.partition_id = partition_id;
+    res.result_part_name = result_part_name;
+    res.result_part_path = result_part_path;
+    res.source_replica_path = source_replica_path;
+    res.source_replica_hostname = source_replica_hostname;
+    res.source_replica_port = source_replica_port;
+    res.interserver_scheme = interserver_scheme;
+    res.uri = uri;
+    res.interserver_scheme = interserver_scheme;
+    res.to_detached = to_detached;
+    res.elapsed = watch.elapsedSeconds();
+    res.progress = progress.load(std::memory_order_relaxed);
+    res.bytes_read_compressed = bytes_read_compressed.load(std::memory_order_relaxed);
+    res.total_size_bytes_compressed = total_size_bytes_compressed;
+    res.thread_id = thread_id;
+    return res;
+}
+
+}
diff --git a/src/Storages/MergeTree/ReplicatedFetchList.h b/src/Storages/MergeTree/ReplicatedFetchList.h
new file mode 100644
index 00000000000..81d538abf9c
--- /dev/null
+++ b/src/Storages/MergeTree/ReplicatedFetchList.h
@@ -0,0 +1,96 @@
+#pragma once
+#include <Common/CurrentMetrics.h>
+#include <boost/noncopyable.hpp>
+#include <Storages/MergeTree/BackgroundProcessList.h>
+#include <Common/Stopwatch.h>
+#include <Common/MemoryTracker.h>
+#include <Poco/URI.h>
+
+namespace CurrentMetrics
+{
+    extern const Metric ReplicatedFetch;
+}
+
+namespace DB
+{
+
+struct ReplicatedFetchInfo
+{
+    std::string database;
+    std::string table;
+    std::string partition_id;
+
+    std::string result_part_name;
+    std::string result_part_path;
+
+    std::string source_replica_path;
+    std::string source_replica_hostname;
+    UInt16 source_replica_port;
+    std::string interserver_scheme;
+    std::string uri;
+
+    UInt8 to_detached;
+
+    Float64 elapsed;
+    Float64 progress;
+
+    UInt64 total_size_bytes_compressed;
+    UInt64 bytes_read_compressed;
+
+    UInt64 thread_id;
+};
+
+
+struct ReplicatedFetchListElement : private boost::noncopyable
+{
+    const std::string database;
+    const std::string table;
+    const std::string partition_id;
+
+    const std::string result_part_name;
+    const std::string result_part_path;
+
+    const std::string source_replica_path;
+    const std::string source_replica_hostname;
+    const UInt16 source_replica_port;
+    const std::string interserver_scheme;
+    const std::string uri;
+
+    const UInt8 to_detached;
+
+    Stopwatch watch;
+    std::atomic<Float64> progress{};
+    /// How many bytes already read
+    std::atomic<UInt64> bytes_read_compressed{};
+    /// Total bytes to read
+    /// NOTE: can be zero if we fetching data from old server.
+    /// In this case progress is not tracked.
+    const UInt64 total_size_bytes_compressed{};
+
+    const UInt64 thread_id;
+
+    ReplicatedFetchListElement(
+        const std::string & database_, const std::string & table_,
+        const std::string & partition_id_, const std::string & result_part_name_,
+        const std::string & result_part_path_, const std::string & source_replica_path_,
+        const Poco::URI & uri, UInt8 to_detached_, UInt64 total_size_bytes_compressed_);
+
+    ReplicatedFetchInfo getInfo() const;
+};
+
+
+using ReplicatedFetchListEntry = BackgroundProcessListEntry<ReplicatedFetchListElement, ReplicatedFetchInfo>;
+
+/// List of currently processing replicated fetches
+class ReplicatedFetchList final : public BackgroundProcessList<ReplicatedFetchListElement, ReplicatedFetchInfo>
+{
+private:
+    using Parent = BackgroundProcessList<ReplicatedFetchListElement, ReplicatedFetchInfo>;
+
+public:
+    ReplicatedFetchList ()
+        : Parent(CurrentMetrics::ReplicatedFetch)
+    {}
+};
+
+}
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
index 45e16e81208..ef4d7ebc9c8 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
@@ -57,6 +57,7 @@ bool ReplicatedMergeTreeQueue::isVirtualPart(const MergeTreeData::DataPartPtr &
     return virtual_parts.getContainingPart(data_part->info) != data_part->name;
 }
 
+
 bool ReplicatedMergeTreeQueue::load(zkutil::ZooKeeperPtr zookeeper)
 {
     auto queue_path = replica_path + "/queue";
@@ -68,6 +69,9 @@ bool ReplicatedMergeTreeQueue::load(zkutil::ZooKeeperPtr zookeeper)
     {
         std::lock_guard pull_logs_lock(pull_logs_to_queue_mutex);
 
+        /// Reset batch size on initialization to recover from possible errors of too large batch size.
+        current_multi_batch_size = 1;
+
         String log_pointer_str = zookeeper->get(replica_path + "/log_pointer");
         log_pointer = log_pointer_str.empty() ? 0 : parse<UInt64>(log_pointer_str);
 
@@ -486,20 +490,21 @@ int32_t ReplicatedMergeTreeQueue::pullLogsToQueue(zkutil::ZooKeeperPtr zookeeper
     {
         std::sort(log_entries.begin(), log_entries.end());
 
-        /// ZK contains a limit on the number or total size of operations in a multi-request.
-        /// If the limit is exceeded, the connection is simply closed.
-        /// The constant is selected with a margin. The default limit in ZK is 1 MB of data in total.
-        /// The average size of the node value in this case is less than 10 kilobytes.
-        static constexpr auto MAX_MULTI_OPS = 100;
-
-        for (size_t entry_idx = 0, num_entries = log_entries.size(); entry_idx < num_entries; entry_idx += MAX_MULTI_OPS)
+        for (size_t entry_idx = 0, num_entries = log_entries.size(); entry_idx < num_entries;)
         {
             auto begin = log_entries.begin() + entry_idx;
-            auto end = entry_idx + MAX_MULTI_OPS >= log_entries.size()
+            auto end = entry_idx + current_multi_batch_size >= log_entries.size()
                 ? log_entries.end()
-                : (begin + MAX_MULTI_OPS);
+                : (begin + current_multi_batch_size);
             auto last = end - 1;
 
+            /// Increment entry_idx before batch size increase (we copied at most current_multi_batch_size entries)
+            entry_idx += current_multi_batch_size;
+
+            /// Increase the batch size exponentially, so it will saturate to MAX_MULTI_OPS.
+            if (current_multi_batch_size < MAX_MULTI_OPS)
+                current_multi_batch_size = std::min<size_t>(MAX_MULTI_OPS, current_multi_batch_size * 2);
+
             String last_entry = *last;
             if (!startsWith(last_entry, "log-"))
                 throw Exception("Error in zookeeper data: unexpected node " + last_entry + " in " + zookeeper_path + "/log",
@@ -960,13 +965,16 @@ void ReplicatedMergeTreeQueue::checkThereAreNoConflictsInRange(const MergeTreePa
 }
 
 
-bool ReplicatedMergeTreeQueue::isNotCoveredByFuturePartsImpl(const String & new_part_name, String & out_reason, std::lock_guard<std::mutex> & /* queue_lock */) const
+bool ReplicatedMergeTreeQueue::isNotCoveredByFuturePartsImpl(const String & log_entry_name, const String & new_part_name,
+                                                             String & out_reason, std::lock_guard<std::mutex> & /* queue_lock */) const
 {
     /// Let's check if the same part is now being created by another action.
     if (future_parts.count(new_part_name))
     {
-        out_reason = "Not executing log entry for part " + new_part_name
-            + " because another log entry for the same part is being processed. This shouldn't happen often.";
+        const char * format_str = "Not executing log entry {} for part {} "
+                                  "because another log entry for the same part is being processed. This shouldn't happen often.";
+        LOG_INFO(log, format_str, log_entry_name, new_part_name);
+        out_reason = fmt::format(format_str, log_entry_name, new_part_name);
         return false;
 
         /** When the corresponding action is completed, then `isNotCoveredByFuturePart` next time, will succeed,
@@ -987,8 +995,10 @@ bool ReplicatedMergeTreeQueue::isNotCoveredByFuturePartsImpl(const String & new_
 
         if (future_part.contains(result_part))
         {
-            out_reason = "Not executing log entry for part " + new_part_name + " because it is covered by part "
-                         + future_part_elem.first + " that is currently executing";
+            const char * format_str = "Not executing log entry {} for part {} "
+                                      "because it is covered by part {} that is currently executing.";
+            LOG_TRACE(log, format_str, log_entry_name, new_part_name, future_part_elem.first);
+            out_reason = fmt::format(format_str, log_entry_name, new_part_name, future_part_elem.first);
             return false;
         }
     }
@@ -1000,7 +1010,7 @@ bool ReplicatedMergeTreeQueue::addFuturePartIfNotCoveredByThem(const String & pa
 {
     std::lock_guard lock(state_mutex);
 
-    if (isNotCoveredByFuturePartsImpl(part_name, reject_reason, lock))
+    if (isNotCoveredByFuturePartsImpl(entry.znode_name, part_name, reject_reason, lock))
     {
         CurrentlyExecuting::setActualPartName(entry, part_name, *this);
         return true;
@@ -1025,12 +1035,8 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
     {
         for (const String & new_part_name : entry.getBlockingPartNames())
         {
-            if (!isNotCoveredByFuturePartsImpl(new_part_name, out_postpone_reason, state_lock))
-            {
-                if (!out_postpone_reason.empty())
-                    LOG_DEBUG(log, out_postpone_reason);
+            if (!isNotCoveredByFuturePartsImpl(entry.znode_name, new_part_name, out_postpone_reason, state_lock))
                 return false;
-            }
         }
     }
 
@@ -1046,10 +1052,11 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
         {
             if (future_parts.count(name))
             {
-                String reason = "Not merging into part " + entry.new_part_name
-                    + " because part " + name + " is not ready yet (log entry for that part is being processed).";
-                LOG_TRACE(log, reason);
-                out_postpone_reason = reason;
+                const char * format_str = "Not executing log entry {} of type {} for part {} "
+                                          "because part {} is not ready yet (log entry for that part is being processed).";
+                LOG_TRACE(log, format_str, entry.znode_name, entry.typeToString(), entry.new_part_name, name);
+                /// Copy-paste of above because we need structured logging (instead of already formatted message).
+                out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.typeToString(), entry.new_part_name, name);
                 return false;
             }
 
@@ -1065,9 +1072,9 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
 
         if (merger_mutator.merges_blocker.isCancelled())
         {
-            String reason = "Not executing log entry for part " + entry.new_part_name + " because merges and mutations are cancelled now.";
-            LOG_DEBUG(log, reason);
-            out_postpone_reason = reason;
+            const char * format_str = "Not executing log entry {} of type {} for part {} because merges and mutations are cancelled now.";
+            LOG_DEBUG(log, format_str, entry.znode_name, entry.typeToString(), entry.new_part_name);
+            out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.typeToString(), entry.new_part_name);
             return false;
         }
 
@@ -1089,17 +1096,19 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
             {
                 if (merger_mutator.ttl_merges_blocker.isCancelled())
                 {
-                    String reason = "Not executing log entry for part " + entry.new_part_name + " because merges with TTL are cancelled now.";
-                    LOG_DEBUG(log, reason);
-                    out_postpone_reason = reason;
+                    const char * format_str = "Not executing log entry {} for part {} because merges with TTL are cancelled now.";
+                    LOG_DEBUG(log, format_str,
+                              entry.znode_name, entry.new_part_name);
+                    out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.new_part_name);
                     return false;
                 }
                 size_t total_merges_with_ttl = data.getTotalMergesWithTTLInMergeList();
                 if (total_merges_with_ttl >= data_settings->max_number_of_merges_with_ttl_in_pool)
                 {
-                    const char * format_str = "Not executing log entry for part {}"
+                    const char * format_str = "Not executing log entry {} for part {}"
                         " because {} merges with TTL already executing, maximum {}.";
-                    LOG_DEBUG(log, format_str, entry.new_part_name, total_merges_with_ttl,
+                    LOG_DEBUG(log, format_str, entry.znode_name,
+                        entry.new_part_name, total_merges_with_ttl,
                         data_settings->max_number_of_merges_with_ttl_in_pool);
 
                     out_postpone_reason = fmt::format(format_str, entry.new_part_name, total_merges_with_ttl,
@@ -1111,15 +1120,14 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
 
         if (!ignore_max_size && sum_parts_size_in_bytes > max_source_parts_size)
         {
-            const char * format_str = "Not executing log entry {} for part {}"
+            const char * format_str = "Not executing log entry {} of type {} for part {}"
                 " because source parts size ({}) is greater than the current maximum ({}).";
 
-            LOG_DEBUG(log, format_str,
+            LOG_DEBUG(log, format_str, entry.znode_name,
                 entry.typeToString(), entry.new_part_name,
                 ReadableSize(sum_parts_size_in_bytes), ReadableSize(max_source_parts_size));
 
-            /// Copy-paste of above because we need structured logging (instead of already formatted message).
-            out_postpone_reason = fmt::format(format_str,
+            out_postpone_reason = fmt::format(format_str, entry.znode_name,
                 entry.typeToString(), entry.new_part_name,
                 ReadableSize(sum_parts_size_in_bytes), ReadableSize(max_source_parts_size));
 
@@ -1134,9 +1142,9 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
         if (!alter_sequence.canExecuteMetaAlter(entry.alter_version, state_lock))
         {
             int head_alter = alter_sequence.getHeadAlterVersion(state_lock);
-            out_postpone_reason = "Cannot execute alter metadata with version: " + std::to_string(entry.alter_version)
-                + " because another alter " + std::to_string(head_alter)
-                + " must be executed before";
+            const char * format_str = "Cannot execute alter metadata {} with version {} because another alter {} must be executed before";
+            LOG_TRACE(log, format_str, entry.znode_name, entry.alter_version, head_alter);
+            out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.alter_version, head_alter);
             return false;
         }
     }
@@ -1148,11 +1156,17 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
         {
             int head_alter = alter_sequence.getHeadAlterVersion(state_lock);
             if (head_alter == entry.alter_version)
-                out_postpone_reason = "Cannot execute alter data with version: "
-                    + std::to_string(entry.alter_version) + " because metadata still not altered";
+            {
+                const char * format_str = "Cannot execute alter data {} with version {} because metadata still not altered";
+                LOG_TRACE(log, format_str, entry.znode_name, entry.alter_version);
+                out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.alter_version);
+            }
             else
-                out_postpone_reason = "Cannot execute alter data with version: " + std::to_string(entry.alter_version)
-                    + " because another alter " + std::to_string(head_alter) + " must be executed before";
+            {
+                const char * format_str = "Cannot execute alter data {} with version {} because another alter {} must be executed before";
+                LOG_TRACE(log, format_str, entry.znode_name, entry.alter_version, head_alter);
+                out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.alter_version, head_alter);
+            }
 
             return false;
         }
@@ -1165,7 +1179,14 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
         /// Deadlock is possible if multiple DROP/REPLACE RANGE entries are executing in parallel and wait each other.
         /// See also removePartProducingOpsInRange(...) and ReplicatedMergeTreeQueue::CurrentlyExecuting.
         if (currently_executing_drop_or_replace_range)
+        {
+
+            const char * format_str = "Not executing log entry {} of type {} for part {} "
+                                      "because another DROP_RANGE or REPLACE_RANGE entry are currently executing.";
+            LOG_TRACE(log, format_str, entry.znode_name, entry.typeToString(), entry.new_part_name);
+            out_postpone_reason = fmt::format(format_str, entry.znode_name, entry.typeToString(), entry.new_part_name);
             return false;
+        }
     }
 
     return true;
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h
index 88a61f50225..8036e66b86b 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h
@@ -205,6 +205,7 @@ private:
       * Should be called under state_mutex.
       */
     bool isNotCoveredByFuturePartsImpl(
+        const String & log_entry_name,
         const String & new_part_name, String & out_reason,
         std::lock_guard<std::mutex> & state_lock) const;
 
@@ -259,6 +260,19 @@ private:
         ~CurrentlyExecuting();
     };
 
+    /// ZK contains a limit on the number or total size of operations in a multi-request.
+    /// If the limit is exceeded, the connection is simply closed.
+    /// The constant is selected with a margin. The default limit in ZK is 1 MB of data in total.
+    /// The average size of the node value in this case is less than 10 kilobytes.
+    static constexpr size_t MAX_MULTI_OPS = 100;
+
+    /// Very large queue entries may appear occasionally.
+    /// We cannot process MAX_MULTI_OPS at once because it will fail.
+    /// But we have to process more than one entry at once because otherwise lagged replicas keep up slowly.
+    /// Let's start with one entry per transaction and icrease it exponentially towards MAX_MULTI_OPS.
+    /// It will allow to make some progress before failing and remain operational even in extreme cases.
+    size_t current_multi_batch_size = 1;
+
 public:
     ReplicatedMergeTreeQueue(StorageReplicatedMergeTree & storage_);
     ~ReplicatedMergeTreeQueue();
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp
index 27e870bda78..cf8c32db804 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp
@@ -71,7 +71,10 @@ void ReplicatedMergeTreeRestartingThread::run()
 
                 bool old_val = false;
                 if (storage.is_readonly.compare_exchange_strong(old_val, true))
+                {
+                    incr_readonly = true;
                     CurrentMetrics::add(CurrentMetrics::ReadonlyReplica);
+                }
 
                 partialShutdown();
             }
@@ -112,7 +115,10 @@ void ReplicatedMergeTreeRestartingThread::run()
 
             bool old_val = true;
             if (storage.is_readonly.compare_exchange_strong(old_val, false))
+            {
+                incr_readonly = false;
                 CurrentMetrics::sub(CurrentMetrics::ReadonlyReplica);
+            }
 
             first_time = false;
         }
@@ -349,6 +355,13 @@ void ReplicatedMergeTreeRestartingThread::shutdown()
     task->deactivate();
     LOG_TRACE(log, "Restarting thread finished");
 
+    /// For detach table query, we should reset the ReadonlyReplica metric.
+    if (incr_readonly)
+    {
+        CurrentMetrics::sub(CurrentMetrics::ReadonlyReplica);
+        incr_readonly = false;
+    }
+
     /// Stop other tasks.
     partialShutdown();
 }
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.h b/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.h
index bb032d9df8c..824ed73c171 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.h
@@ -36,6 +36,9 @@ private:
     Poco::Logger * log;
     std::atomic<bool> need_stop {false};
 
+    // We need it besides `storage.is_readonly`, because `shutdown()` may be called many times, that way `storage.is_readonly` will not change.
+    bool incr_readonly = false;
+
     /// The random data we wrote into `/replicas/me/is_active`.
     String active_node_identifier;
 
diff --git a/src/Storages/MergeTree/SimpleMergeSelector.cpp b/src/Storages/MergeTree/SimpleMergeSelector.cpp
index cbb24d1494e..972c6ea6ecb 100644
--- a/src/Storages/MergeTree/SimpleMergeSelector.cpp
+++ b/src/Storages/MergeTree/SimpleMergeSelector.cpp
@@ -1,4 +1,5 @@
 #include <Storages/MergeTree/SimpleMergeSelector.h>
+
 #include <Common/interpolate.h>
 
 #include <cmath>
@@ -96,12 +97,16 @@ bool allow(
     double min_age,
     double range_size,
     double partition_size,
+    double min_size_to_lower_base_log,
+    double max_size_to_lower_base_log,
     const SimpleMergeSelector::Settings & settings)
 {
 //    std::cerr << "sum_size: " << sum_size << "\n";
 
     /// Map size to 0..1 using logarithmic scale
-    double size_normalized = mapPiecewiseLinearToUnit(log1p(sum_size), log1p(settings.min_size_to_lower_base), log1p(settings.max_size_to_lower_base));
+    /// Use log(1 + x) instead of log1p(x) because our sum_size is always integer.
+    /// Also log1p seems to be slow and significantly affect performance of merges assignment.
+    double size_normalized = mapPiecewiseLinearToUnit(log(1 + sum_size), min_size_to_lower_base_log, max_size_to_lower_base_log);
 
 //    std::cerr << "size_normalized: " << size_normalized << "\n";
 
@@ -140,7 +145,9 @@ void selectWithinPartition(
     const SimpleMergeSelector::PartsRange & parts,
     const size_t max_total_size_to_merge,
     Estimator & estimator,
-    const SimpleMergeSelector::Settings & settings)
+    const SimpleMergeSelector::Settings & settings,
+    double min_size_to_lower_base_log,
+    double max_size_to_lower_base_log)
 {
     size_t parts_count = parts.size();
     if (parts_count <= 1)
@@ -152,6 +159,9 @@ void selectWithinPartition(
         if (begin > 1000)
             break;
 
+        if (!parts[begin].shall_participate_in_merges)
+            continue;
+
         size_t sum_size = parts[begin].size;
         size_t max_size = parts[begin].size;
         size_t min_age = parts[begin].age;
@@ -161,6 +171,9 @@ void selectWithinPartition(
             if (settings.max_parts_to_merge_at_once && end - begin > settings.max_parts_to_merge_at_once)
                 break;
 
+            if (!parts[end - 1].shall_participate_in_merges)
+                break;
+
             size_t cur_size = parts[end - 1].size;
             size_t cur_age = parts[end - 1].age;
 
@@ -171,7 +184,7 @@ void selectWithinPartition(
             if (max_total_size_to_merge && sum_size > max_total_size_to_merge)
                 break;
 
-            if (allow(sum_size, max_size, min_age, end - begin, parts_count, settings))
+            if (allow(sum_size, max_size, min_age, end - begin, parts_count, min_size_to_lower_base_log, max_size_to_lower_base_log, settings))
                 estimator.consider(
                     parts.begin() + begin,
                     parts.begin() + end,
@@ -191,8 +204,12 @@ SimpleMergeSelector::PartsRange SimpleMergeSelector::select(
 {
     Estimator estimator;
 
+    /// Precompute logarithm of settings boundaries, because log function is quite expensive in terms of performance
+    const double min_size_to_lower_base_log = log(1 + settings.min_size_to_lower_base);
+    const double max_size_to_lower_base_log = log(1 + settings.max_size_to_lower_base);
+
     for (const auto & part_range : parts_ranges)
-        selectWithinPartition(part_range, max_total_size_to_merge, estimator, settings);
+        selectWithinPartition(part_range, max_total_size_to_merge, estimator, settings, min_size_to_lower_base_log, max_size_to_lower_base_log);
 
     return estimator.getBest();
 }
diff --git a/src/Storages/MergeTree/SimpleMergeSelector.h b/src/Storages/MergeTree/SimpleMergeSelector.h
index 9aeb73a40a8..fe57c40320a 100644
--- a/src/Storages/MergeTree/SimpleMergeSelector.h
+++ b/src/Storages/MergeTree/SimpleMergeSelector.h
@@ -6,7 +6,7 @@
 namespace DB
 {
 
-class SimpleMergeSelector : public IMergeSelector
+class SimpleMergeSelector final : public IMergeSelector
 {
 public:
     struct Settings
diff --git a/src/Storages/MergeTree/TTLMergeSelector.cpp b/src/Storages/MergeTree/TTLMergeSelector.cpp
index 7f76da085c9..fc7aa93e129 100644
--- a/src/Storages/MergeTree/TTLMergeSelector.cpp
+++ b/src/Storages/MergeTree/TTLMergeSelector.cpp
@@ -25,6 +25,7 @@ IMergeSelector::PartsRange ITTLMergeSelector::select(
     ssize_t partition_to_merge_index = -1;
     time_t partition_to_merge_min_ttl = 0;
 
+    /// Find most old TTL.
     for (size_t i = 0; i < parts_ranges.size(); ++i)
     {
         const auto & mergeable_parts_in_partition = parts_ranges[i];
@@ -56,6 +57,7 @@ IMergeSelector::PartsRange ITTLMergeSelector::select(
     Iterator best_end = best_begin + 1;
     size_t total_size = 0;
 
+    /// Find begin of range with most old TTL.
     while (true)
     {
         time_t ttl = getTTLForPart(*best_begin);
@@ -63,6 +65,7 @@ IMergeSelector::PartsRange ITTLMergeSelector::select(
         if (!ttl || isTTLAlreadySatisfied(*best_begin) || ttl > current_time
             || (max_total_size_to_merge && total_size > max_total_size_to_merge))
         {
+            /// This condition can not be satisfied on first iteration.
             ++best_begin;
             break;
         }
@@ -74,6 +77,7 @@ IMergeSelector::PartsRange ITTLMergeSelector::select(
         --best_begin;
     }
 
+    /// Find end of range with most old TTL.
     while (best_end != best_partition.end())
     {
         time_t ttl = getTTLForPart(*best_end);
@@ -97,6 +101,19 @@ time_t TTLDeleteMergeSelector::getTTLForPart(const IMergeSelector::Part & part)
     return only_drop_parts ? part.ttl_infos->part_max_ttl : part.ttl_infos->part_min_ttl;
 }
 
+bool TTLDeleteMergeSelector::isTTLAlreadySatisfied(const IMergeSelector::Part & part) const
+{
+    /// N.B. Satisfied TTL means that TTL is NOT expired.
+    /// return true -- this part can not be selected
+    /// return false -- this part can be selected
+
+    /// Dropping whole part is an exception to `shall_participate_in_merges` logic.
+    if (only_drop_parts)
+        return false;
+
+    return !part.shall_participate_in_merges;
+}
+
 time_t TTLRecompressMergeSelector::getTTLForPart(const IMergeSelector::Part & part) const
 {
     return part.ttl_infos->getMinimalMaxRecompressionTTL();
@@ -104,6 +121,13 @@ time_t TTLRecompressMergeSelector::getTTLForPart(const IMergeSelector::Part & pa
 
 bool TTLRecompressMergeSelector::isTTLAlreadySatisfied(const IMergeSelector::Part & part) const
 {
+    /// N.B. Satisfied TTL means that TTL is NOT expired.
+    /// return true -- this part can not be selected
+    /// return false -- this part can be selected
+
+    if (!part.shall_participate_in_merges)
+        return true;
+
     if (recompression_ttls.empty())
         return false;
 
diff --git a/src/Storages/MergeTree/TTLMergeSelector.h b/src/Storages/MergeTree/TTLMergeSelector.h
index 73d364f28c7..710b85b3474 100644
--- a/src/Storages/MergeTree/TTLMergeSelector.h
+++ b/src/Storages/MergeTree/TTLMergeSelector.h
@@ -64,10 +64,7 @@ public:
 
     /// Delete TTL should be checked only by TTL time, there are no other ways
     /// to satisfy it.
-    bool isTTLAlreadySatisfied(const IMergeSelector::Part &) const override
-    {
-        return false;
-    }
+    bool isTTLAlreadySatisfied(const IMergeSelector::Part &) const override;
 
 private:
     bool only_drop_parts;
@@ -87,7 +84,7 @@ public:
     time_t getTTLForPart(const IMergeSelector::Part & part) const override;
 
     /// Checks that part's codec is not already equal to required codec
-    /// according to recompression TTL. It doesn't make sence to assign such
+    /// according to recompression TTL. It doesn't make sense to assign such
     /// merge.
     bool isTTLAlreadySatisfied(const IMergeSelector::Part & part) const override;
 private:
diff --git a/src/Storages/MergeTree/registerStorageMergeTree.cpp b/src/Storages/MergeTree/registerStorageMergeTree.cpp
index f94425a81d3..91bf105af74 100644
--- a/src/Storages/MergeTree/registerStorageMergeTree.cpp
+++ b/src/Storages/MergeTree/registerStorageMergeTree.cpp
@@ -608,10 +608,14 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         /// single default partition with name "all".
         metadata.partition_key = KeyDescription::getKeyFromAST(partition_by_key, metadata.columns, args.context);
 
+        /// PRIMARY KEY without ORDER BY is allowed and considered as ORDER BY.
+        if (!args.storage_def->order_by && args.storage_def->primary_key)
+            args.storage_def->set(args.storage_def->order_by, args.storage_def->primary_key->clone());
+
         if (!args.storage_def->order_by)
             throw Exception(
-                "You must provide an ORDER BY expression in the table definition. "
-                "If you don't want this table to be sorted, use ORDER BY tuple()",
+                "You must provide an ORDER BY or PRIMARY KEY expression in the table definition. "
+                "If you don't want this table to be sorted, use ORDER BY/PRIMARY KEY tuple()",
                 ErrorCodes::BAD_ARGUMENTS);
 
         /// Get sorting key from engine arguments.
@@ -627,7 +631,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         {
             metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->primary_key->ptr(), metadata.columns, args.context);
         }
-        else /// Otherwise we copy it from primary key definition
+        else /// Otherwise we don't have explicit primary key and copy it from order by
         {
             metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->order_by->ptr(), metadata.columns, args.context);
             /// and set it's definition_ast to nullptr (so isPrimaryKeyDefined()
diff --git a/src/Storages/MergeTree/tests/CMakeLists.txt b/src/Storages/MergeTree/tests/CMakeLists.txt
new file mode 100644
index 00000000000..777c75f191a
--- /dev/null
+++ b/src/Storages/MergeTree/tests/CMakeLists.txt
@@ -0,0 +1,2 @@
+add_executable (wal_action_metadata wal_action_metadata.cpp)
+target_link_libraries (wal_action_metadata PRIVATE dbms)
diff --git a/src/Storages/MergeTree/tests/wal_action_metadata.cpp b/src/Storages/MergeTree/tests/wal_action_metadata.cpp
new file mode 100644
index 00000000000..03c38c7a186
--- /dev/null
+++ b/src/Storages/MergeTree/tests/wal_action_metadata.cpp
@@ -0,0 +1,61 @@
+#include <iostream>
+
+#include <IO/MemoryReadWriteBuffer.h>
+#include <Storages/MergeTree/MergeTreeWriteAheadLog.h>
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int UNKNOWN_FORMAT_VERSION;
+}
+}
+
+int main(int, char **)
+{
+    try
+    {
+        {
+            std::cout << "test: dummy test" << std::endl;
+
+            DB::MergeTreeWriteAheadLog::ActionMetadata metadata_out;
+            DB::MemoryWriteBuffer buf{};
+
+            metadata_out.write(buf);
+            buf.finalize();
+
+            metadata_out.read(*buf.tryGetReadBuffer());
+        }
+
+        {
+            std::cout << "test: min compatibility" << std::endl;
+
+            DB::MergeTreeWriteAheadLog::ActionMetadata metadata_out;
+            metadata_out.min_compatible_version = DB::MergeTreeWriteAheadLog::WAL_VERSION + 1;
+            DB::MemoryWriteBuffer buf{};
+
+            metadata_out.write(buf);
+            buf.finalize();
+
+            try
+            {
+                metadata_out.read(*buf.tryGetReadBuffer());
+            }
+            catch (const DB::Exception & e)
+            {
+                if (e.code() != DB::ErrorCodes::UNKNOWN_FORMAT_VERSION)
+                {
+                    std::cerr << "Expected UNKNOWN_FORMAT_VERSION exception but got: "
+                        << e.what() << ", " << e.displayText() << std::endl;
+                }
+            }
+        }
+    }
+    catch (const DB::Exception & e)
+    {
+        std::cerr << e.what() << ", " << e.displayText() << std::endl;
+        return 1;
+    }
+
+    return 0;
+}
diff --git a/src/Storages/MutationCommands.cpp b/src/Storages/MutationCommands.cpp
index f3569c344d9..ba998dd5951 100644
--- a/src/Storages/MutationCommands.cpp
+++ b/src/Storages/MutationCommands.cpp
@@ -57,7 +57,7 @@ std::optional<MutationCommand> MutationCommand::parse(ASTAlterCommand * command,
         res.type = MATERIALIZE_INDEX;
         res.partition = command->partition;
         res.predicate = nullptr;
-        res.index_name = command->index->as<ASTIdentifier &>().name;
+        res.index_name = command->index->as<ASTIdentifier &>().name();
         return res;
     }
     else if (parse_alter_commands && command->type == ASTAlterCommand::MODIFY_COLUMN)
@@ -88,7 +88,7 @@ std::optional<MutationCommand> MutationCommand::parse(ASTAlterCommand * command,
         MutationCommand res;
         res.ast = command->ptr();
         res.type = MutationCommand::Type::DROP_INDEX;
-        res.column_name = command->index->as<ASTIdentifier &>().name;
+        res.column_name = command->index->as<ASTIdentifier &>().name();
         if (command->partition)
             res.partition = command->partition;
         if (command->clear_index)
@@ -100,8 +100,8 @@ std::optional<MutationCommand> MutationCommand::parse(ASTAlterCommand * command,
         MutationCommand res;
         res.ast = command->ptr();
         res.type = MutationCommand::Type::RENAME_COLUMN;
-        res.column_name = command->column->as<ASTIdentifier &>().name;
-        res.rename_to = command->rename_to->as<ASTIdentifier &>().name;
+        res.column_name = command->column->as<ASTIdentifier &>().name();
+        res.rename_to = command->rename_to->as<ASTIdentifier &>().name();
         return res;
     }
     else if (command->type == ASTAlterCommand::MATERIALIZE_TTL)
diff --git a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp
index c74081d8802..830c6224b9e 100644
--- a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp
+++ b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp
@@ -27,7 +27,7 @@ RabbitMQBlockInputStream::RabbitMQBlockInputStream(
     , non_virtual_header(metadata_snapshot->getSampleBlockNonMaterialized())
     , sample_block(non_virtual_header)
     , virtual_header(metadata_snapshot->getSampleBlockForColumns(
-                {"_exchange_name", "_channel_id", "_delivery_tag", "_redelivered", "_message_id"},
+                {"_exchange_name", "_channel_id", "_delivery_tag", "_redelivered", "_message_id", "_timestamp"},
                 storage.getVirtuals(), storage.getStorageID()))
 {
     for (const auto & column : virtual_header)
@@ -158,6 +158,7 @@ Block RabbitMQBlockInputStream::readImpl()
             auto delivery_tag = buffer->getDeliveryTag();
             auto redelivered = buffer->getRedelivered();
             auto message_id = buffer->getMessageID();
+            auto timestamp = buffer->getTimestamp();
 
             buffer->updateAckTracker({delivery_tag, channel_id});
 
@@ -168,6 +169,7 @@ Block RabbitMQBlockInputStream::readImpl()
                 virtual_columns[2]->insert(delivery_tag);
                 virtual_columns[3]->insert(redelivered);
                 virtual_columns[4]->insert(message_id);
+                virtual_columns[5]->insert(timestamp);
             }
 
             total_rows = total_rows + new_rows;
diff --git a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h
index f68b79275f6..5f2c2a62018 100644
--- a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h
+++ b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h
@@ -30,6 +30,7 @@ public:
     Block readImpl() override;
     void readSuffixImpl() override;
 
+    bool queueEmpty() const { return !buffer || buffer->queueEmpty(); }
     bool needChannelUpdate();
     void updateChannel();
     bool sendAck();
diff --git a/src/Storages/RabbitMQ/RabbitMQSettings.cpp b/src/Storages/RabbitMQ/RabbitMQSettings.cpp
index f956c520749..93495cdd8ae 100644
--- a/src/Storages/RabbitMQ/RabbitMQSettings.cpp
+++ b/src/Storages/RabbitMQ/RabbitMQSettings.cpp
@@ -9,7 +9,6 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int BAD_ARGUMENTS;
     extern const int UNKNOWN_SETTING;
 }
 
@@ -26,9 +25,8 @@ void RabbitMQSettings::loadFromQuery(ASTStorage & storage_def)
         catch (Exception & e)
         {
             if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-                throw Exception(e.message() + " for storage " + storage_def.engine->name, ErrorCodes::BAD_ARGUMENTS);
-            else
-                e.rethrow();
+                e.addMessage("for storage " + storage_def.engine->name);
+            throw;
         }
     }
     else
diff --git a/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.cpp b/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.cpp
index 43a9d75d084..404ba27ccde 100644
--- a/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.cpp
+++ b/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.cpp
@@ -14,47 +14,27 @@
 namespace DB
 {
 
-namespace ErrorCodes
-{
-    extern const int BAD_ARGUMENTS;
-    extern const int CANNOT_CREATE_RABBITMQ_QUEUE_BINDING;
-}
-
 ReadBufferFromRabbitMQConsumer::ReadBufferFromRabbitMQConsumer(
         ChannelPtr consumer_channel_,
-        ChannelPtr setup_channel_,
         HandlerPtr event_handler_,
-        const String & exchange_name_,
+        std::vector<String> & queues_,
         size_t channel_id_base_,
         const String & channel_base_,
-        const String & queue_base_,
         Poco::Logger * log_,
         char row_delimiter_,
-        bool hash_exchange_,
-        size_t num_queues_,
-        const String & deadletter_exchange_,
         uint32_t queue_size_,
         const std::atomic<bool> & stopped_)
         : ReadBuffer(nullptr, 0)
         , consumer_channel(std::move(consumer_channel_))
-        , setup_channel(setup_channel_)
         , event_handler(event_handler_)
-        , exchange_name(exchange_name_)
+        , queues(queues_)
         , channel_base(channel_base_)
         , channel_id_base(channel_id_base_)
-        , queue_base(queue_base_)
-        , hash_exchange(hash_exchange_)
-        , num_queues(num_queues_)
-        , deadletter_exchange(deadletter_exchange_)
         , log(log_)
         , row_delimiter(row_delimiter_)
-        , queue_size(queue_size_)
         , stopped(stopped_)
-        , received(queue_size * num_queues)
+        , received(queue_size_)
 {
-    for (size_t queue_id = 0; queue_id < num_queues; ++queue_id)
-        bindQueue(queue_id);
-
     setupChannel();
 }
 
@@ -65,67 +45,6 @@ ReadBufferFromRabbitMQConsumer::~ReadBufferFromRabbitMQConsumer()
 }
 
 
-void ReadBufferFromRabbitMQConsumer::bindQueue(size_t queue_id)
-{
-    std::atomic<bool> binding_created = false;
-
-    auto success_callback = [&](const std::string &  queue_name, int msgcount, int /* consumercount */)
-    {
-        queues.emplace_back(queue_name);
-        LOG_DEBUG(log, "Queue {} is declared", queue_name);
-
-        if (msgcount)
-            LOG_INFO(log, "Queue {} is non-empty. Non-consumed messaged will also be delivered", queue_name);
-
-       /* Here we bind either to sharding exchange (consistent-hash) or to bridge exchange (fanout). All bindings to routing keys are
-        * done between client's exchange and local bridge exchange. Binding key must be a string integer in case of hash exchange, for
-        * fanout exchange it can be arbitrary
-        */
-        setup_channel->bindQueue(exchange_name, queue_name, std::to_string(channel_id_base))
-        .onSuccess([&] { binding_created = true; })
-        .onError([&](const char * message)
-        {
-            throw Exception(
-                ErrorCodes::CANNOT_CREATE_RABBITMQ_QUEUE_BINDING,
-                "Failed to create queue binding with queue {} for exchange {}. Reason: {}", std::string(message),
-                queue_name, exchange_name);
-        });
-    };
-
-    auto error_callback([&](const char * message)
-    {
-        /* This error is most likely a result of an attempt to declare queue with different settings if it was declared before. So for a
-         * given queue name either deadletter_exchange parameter changed or queue_size changed, i.e. table was declared with different
-         * max_block_size parameter. Solution: client should specify a different queue_base parameter or manually delete previously
-         * declared queues via any of the various cli tools.
-         */
-        throw Exception("Failed to declare queue. Probably queue settings are conflicting: max_block_size, deadletter_exchange. Attempt \
-                specifying differently those settings or use a different queue_base or manually delete previously declared queues,      \
-                which  were declared with the same names. ERROR reason: "
-                + std::string(message), ErrorCodes::BAD_ARGUMENTS);
-    });
-
-    AMQP::Table queue_settings;
-
-    queue_settings["x-max-length"] = queue_size;
-    queue_settings["x-overflow"] = "reject-publish";
-
-    if (!deadletter_exchange.empty())
-        queue_settings["x-dead-letter-exchange"] = deadletter_exchange;
-
-    /* The first option not just simplifies queue_name, but also implements the possibility to be able to resume reading from one
-     * specific queue when its name is specified in queue_base setting
-     */
-    const String queue_name = !hash_exchange ? queue_base : std::to_string(channel_id_base) + "_" + std::to_string(queue_id) + "_" + queue_base;
-    setup_channel->declareQueue(queue_name, AMQP::durable, queue_settings).onSuccess(success_callback).onError(error_callback);
-
-    while (!binding_created)
-    {
-        iterateEventLoop();
-    }
-}
-
-
 void ReadBufferFromRabbitMQConsumer::subscribe()
 {
     for (const auto & queue_name : queues)
@@ -146,16 +65,15 @@ void ReadBufferFromRabbitMQConsumer::subscribe()
                 if (row_delimiter != '\0')
                     message_received += row_delimiter;
 
-                if (message.hasMessageID())
-                    received.push({message_received, message.messageID(), redelivered, AckTracker(delivery_tag, channel_id)});
-                else
-                    received.push({message_received, "", redelivered, AckTracker(delivery_tag, channel_id)});
+                received.push({message_received, message.hasMessageID() ? message.messageID() : "",
+                        message.hasTimestamp() ? message.timestamp() : 0,
+                        redelivered, AckTracker(delivery_tag, channel_id)});
             }
         })
         .onError([&](const char * message)
         {
             /* End up here either if channel ends up in an error state (then there will be resubscription) or consume call error, which
-             * arises from queue settings mismatch or queue level error, which should not happen as noone else is supposed to touch them
+             * arises from queue settings mismatch or queue level error, which should not happen as no one else is supposed to touch them
              */
             LOG_ERROR(log, "Consumer failed on channel {}. Reason: {}", channel_id, message);
             wait_subscription.store(false);
@@ -173,16 +91,16 @@ bool ReadBufferFromRabbitMQConsumer::ackMessages()
      */
     if (record_info.channel_id == channel_id && record_info.delivery_tag && record_info.delivery_tag > prev_tag)
     {
-        /// Commit all received messages with delivery tags from last commited to last inserted
+        /// Commit all received messages with delivery tags from last committed to last inserted
         if (!consumer_channel->ack(record_info.delivery_tag, AMQP::multiple))
         {
-            LOG_ERROR(log, "Failed to commit messages with delivery tags from last commited to {} on channel {}",
+            LOG_ERROR(log, "Failed to commit messages with delivery tags from last committed to {} on channel {}",
                      record_info.delivery_tag, channel_id);
             return false;
         }
 
         prev_tag = record_info.delivery_tag;
-        LOG_TRACE(log, "Consumer commited messages with deliveryTags up to {} on channel {}", record_info.delivery_tag, channel_id);
+        LOG_TRACE(log, "Consumer committed messages with deliveryTags up to {} on channel {}", record_info.delivery_tag, channel_id);
     }
 
     return true;
diff --git a/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.h b/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.h
index 109770c77e9..476db3f5e94 100644
--- a/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.h
+++ b/src/Storages/RabbitMQ/ReadBufferFromRabbitMQConsumer.h
@@ -24,17 +24,12 @@ class ReadBufferFromRabbitMQConsumer : public ReadBuffer
 public:
     ReadBufferFromRabbitMQConsumer(
             ChannelPtr consumer_channel_,
-            ChannelPtr setup_channel_,
             HandlerPtr event_handler_,
-            const String & exchange_name_,
+            std::vector<String> & queues_,
             size_t channel_id_base_,
             const String & channel_base_,
-            const String & queue_base_,
             Poco::Logger * log_,
             char row_delimiter_,
-            bool hash_exchange_,
-            size_t num_queues_,
-            const String & deadletter_exchange_,
             uint32_t queue_size_,
             const std::atomic<bool> & stopped_);
 
@@ -53,6 +48,7 @@ public:
     {
         String message;
         String message_id;
+        uint64_t timestamp;
         bool redelivered;
         AckTracker track;
     };
@@ -75,34 +71,26 @@ public:
     auto getDeliveryTag() const { return current.track.delivery_tag; }
     auto getRedelivered() const { return current.redelivered; }
     auto getMessageID() const { return current.message_id; }
+    auto getTimestamp() const { return current.timestamp; }
 
 private:
     bool nextImpl() override;
 
-    void bindQueue(size_t queue_id);
     void subscribe();
     void iterateEventLoop();
 
     ChannelPtr consumer_channel;
-    ChannelPtr setup_channel;
     HandlerPtr event_handler;
-
-    const String exchange_name;
+    std::vector<String> queues;
     const String channel_base;
     const size_t channel_id_base;
-    const String queue_base;
-    const bool hash_exchange;
-    const size_t num_queues;
-    const String deadletter_exchange;
     Poco::Logger * log;
     char row_delimiter;
     bool allowed = true;
-    uint32_t queue_size;
     const std::atomic<bool> & stopped;
 
     String channel_id;
     std::atomic<bool> channel_error = true, wait_subscription = false;
-    std::vector<String> queues;
     ConcurrentBoundedQueue<MessageData> received;
     MessageData current;
     size_t subscribed = 0;
diff --git a/src/Storages/RabbitMQ/StorageRabbitMQ.cpp b/src/Storages/RabbitMQ/StorageRabbitMQ.cpp
index 6565afeb32d..9735c4d7fd3 100644
--- a/src/Storages/RabbitMQ/StorageRabbitMQ.cpp
+++ b/src/Storages/RabbitMQ/StorageRabbitMQ.cpp
@@ -38,8 +38,10 @@ namespace DB
 
 static const auto CONNECT_SLEEP = 200;
 static const auto RETRIES_MAX = 20;
-static const auto HEARTBEAT_RESCHEDULE_MS = 3000;
 static const uint32_t QUEUE_SIZE = 100000;
+static const auto MAX_FAILED_READ_ATTEMPTS = 10;
+static const auto RESCHEDULE_MS = 500;
+static const auto MAX_THREAD_WORK_DURATION_MS = 60000;
 
 namespace ErrorCodes
 {
@@ -50,6 +52,7 @@ namespace ErrorCodes
     extern const int CANNOT_BIND_RABBITMQ_EXCHANGE;
     extern const int CANNOT_DECLARE_RABBITMQ_EXCHANGE;
     extern const int CANNOT_REMOVE_RABBITMQ_EXCHANGE;
+    extern const int CANNOT_CREATE_RABBITMQ_QUEUE_BINDING;
 }
 
 namespace ExchangeType
@@ -122,9 +125,6 @@ StorageRabbitMQ::StorageRabbitMQ(
     streaming_task = global_context.getSchedulePool().createTask("RabbitMQStreamingTask", [this]{ streamingToViewsFunc(); });
     streaming_task->deactivate();
 
-    heartbeat_task = global_context.getSchedulePool().createTask("RabbitMQHeartbeatTask", [this]{ heartbeatFunc(); });
-    heartbeat_task->deactivate();
-
     if (queue_base.empty())
     {
         /* Make sure that local exchange name is unique for each table and is not the same as client's exchange name. It also needs to
@@ -210,16 +210,6 @@ Context StorageRabbitMQ::addSettings(Context context) const
 }
 
 
-void StorageRabbitMQ::heartbeatFunc()
-{
-    if (!stream_cancelled && event_handler->connectionRunning())
-    {
-        connection->heartbeat();
-        heartbeat_task->scheduleAfter(HEARTBEAT_RESCHEDULE_MS);
-    }
-}
-
-
 void StorageRabbitMQ::loopingFunc()
 {
     if (event_handler->connectionRunning())
@@ -396,17 +386,77 @@ void StorageRabbitMQ::bindExchange()
 }
 
 
+void StorageRabbitMQ::bindQueue(size_t queue_id)
+{
+    std::atomic<bool> binding_created = false;
+
+    auto success_callback = [&](const std::string &  queue_name, int msgcount, int /* consumercount */)
+    {
+        queues.emplace_back(queue_name);
+        LOG_DEBUG(log, "Queue {} is declared", queue_name);
+
+        if (msgcount)
+            LOG_INFO(log, "Queue {} is non-empty. Non-consumed messaged will also be delivered", queue_name);
+
+       /* Here we bind either to sharding exchange (consistent-hash) or to bridge exchange (fanout). All bindings to routing keys are
+        * done between client's exchange and local bridge exchange. Binding key must be a string integer in case of hash exchange, for
+        * fanout exchange it can be arbitrary
+        */
+        setup_channel->bindQueue(consumer_exchange, queue_name, std::to_string(queue_id))
+        .onSuccess([&] { binding_created = true; })
+        .onError([&](const char * message)
+        {
+            throw Exception(
+                ErrorCodes::CANNOT_CREATE_RABBITMQ_QUEUE_BINDING,
+                "Failed to create queue binding for exchange {}. Reason: {}", exchange_name, std::string(message));
+        });
+    };
+
+    auto error_callback([&](const char * message)
+    {
+        /* This error is most likely a result of an attempt to declare queue with different settings if it was declared before. So for a
+         * given queue name either deadletter_exchange parameter changed or queue_size changed, i.e. table was declared with different
+         * max_block_size parameter. Solution: client should specify a different queue_base parameter or manually delete previously
+         * declared queues via any of the various cli tools.
+         */
+        throw Exception("Failed to declare queue. Probably queue settings are conflicting: max_block_size, deadletter_exchange. Attempt \
+                specifying differently those settings or use a different queue_base or manually delete previously declared queues, \
+                which  were declared with the same names. ERROR reason: "
+                + std::string(message), ErrorCodes::BAD_ARGUMENTS);
+    });
+
+    AMQP::Table queue_settings;
+
+    queue_settings["x-max-length"] = queue_size;
+
+    if (!deadletter_exchange.empty())
+        queue_settings["x-dead-letter-exchange"] = deadletter_exchange;
+    else
+        queue_settings["x-overflow"] = "reject-publish";
+
+    /* The first option not just simplifies queue_name, but also implements the possibility to be able to resume reading from one
+     * specific queue when its name is specified in queue_base setting
+     */
+    const String queue_name = !hash_exchange ? queue_base : std::to_string(queue_id) + "_" + queue_base;
+    setup_channel->declareQueue(queue_name, AMQP::durable, queue_settings).onSuccess(success_callback).onError(error_callback);
+
+    while (!binding_created)
+    {
+        event_handler->iterateLoop();
+    }
+}
+
+
 bool StorageRabbitMQ::restoreConnection(bool reconnecting)
 {
     size_t cnt_retries = 0;
 
     if (reconnecting)
     {
-        deactivateTask(heartbeat_task, false, false);
         connection->close(); /// Connection might be unusable, but not closed
 
         /* Connection is not closed immediately (firstly, all pending operations are completed, and then
-         * an AMQP closing-handshake is  performed). But cannot open a new connection untill previous one is properly closed
+         * an AMQP closing-handshake is  performed). But cannot open a new connection until previous one is properly closed
          */
         while (!connection->closed() && ++cnt_retries != RETRIES_MAX)
             event_handler->iterateLoop();
@@ -452,11 +502,11 @@ void StorageRabbitMQ::unbindExchange()
      */
     std::call_once(flag, [&]()
     {
-        heartbeat_task->deactivate();
         streaming_task->deactivate();
         event_handler->updateLoopState(Loop::STOP);
         looping_task->deactivate();
 
+        setup_channel = std::make_shared<AMQP::TcpChannel>(connection.get());
         setup_channel->removeExchange(bridge_exchange)
         .onSuccess([&]()
         {
@@ -471,6 +521,8 @@ void StorageRabbitMQ::unbindExchange()
         {
             event_handler->iterateLoop();
         }
+
+        setup_channel->close();
     });
 }
 
@@ -499,8 +551,6 @@ Pipe StorageRabbitMQ::read(
             deactivateTask(looping_task, false, true);
 
         update_channels = restoreConnection(true);
-        if (update_channels)
-            heartbeat_task->scheduleAfter(HEARTBEAT_RESCHEDULE_MS);
     }
 
     Pipes pipes;
@@ -521,7 +571,6 @@ Pipe StorageRabbitMQ::read(
             if (event_handler->loopRunning())
             {
                 deactivateTask(looping_task, false, true);
-                deactivateTask(heartbeat_task, false, false);
             }
 
             rabbit_stream->updateChannel();
@@ -552,6 +601,13 @@ void StorageRabbitMQ::startup()
     initExchange();
     bindExchange();
 
+    for (size_t i = 1; i <= num_queues; ++i)
+    {
+        bindQueue(i);
+    }
+
+    setup_channel->close();
+
     for (size_t i = 0; i < num_consumers; ++i)
     {
         try
@@ -568,7 +624,6 @@ void StorageRabbitMQ::startup()
 
     event_handler->updateLoopState(Loop::RUN);
     streaming_task->activateAndSchedule();
-    heartbeat_task->activateAndSchedule();
 }
 
 
@@ -579,7 +634,6 @@ void StorageRabbitMQ::shutdown()
 
     deactivateTask(streaming_task, true, false);
     deactivateTask(looping_task, true, true);
-    deactivateTask(heartbeat_task, true, false);
 
     connection->close();
 
@@ -635,9 +689,8 @@ ConsumerBufferPtr StorageRabbitMQ::createReadBuffer()
     ChannelPtr consumer_channel = std::make_shared<AMQP::TcpChannel>(connection.get());
 
     return std::make_shared<ReadBufferFromRabbitMQConsumer>(
-        consumer_channel, setup_channel, event_handler, consumer_exchange, ++consumer_id,
-        unique_strbase, queue_base, log, row_delimiter, hash_exchange, num_queues,
-        deadletter_exchange, queue_size, stream_cancelled);
+        consumer_channel, event_handler, queues, ++consumer_id,
+        unique_strbase, log, row_delimiter, queue_size, stream_cancelled);
 }
 
 
@@ -683,11 +736,14 @@ void StorageRabbitMQ::streamingToViewsFunc()
     try
     {
         auto table_id = getStorageID();
+
         // Check if at least one direct dependency is attached
         size_t dependencies_count = DatabaseCatalog::instance().getDependencies(table_id).size();
 
         if (dependencies_count)
         {
+            auto start_time = std::chrono::steady_clock::now();
+
             // Keep streaming as long as there are attached views and streaming is not cancelled
             while (!stream_cancelled && num_created_consumers > 0)
             {
@@ -696,8 +752,17 @@ void StorageRabbitMQ::streamingToViewsFunc()
 
                 LOG_DEBUG(log, "Started streaming to {} attached views", dependencies_count);
 
-                if (!streamToViews())
+                if (streamToViews())
                     break;
+
+                auto end_time = std::chrono::steady_clock::now();
+                auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end_time - start_time);
+                if (duration.count() > MAX_THREAD_WORK_DURATION_MS)
+                {
+                    event_handler->updateLoopState(Loop::STOP);
+                    LOG_TRACE(log, "Reschedule streaming. Thread work duration limit exceeded.");
+                    break;
+                }
             }
         }
     }
@@ -708,7 +773,7 @@ void StorageRabbitMQ::streamingToViewsFunc()
 
     /// Wait for attached views
     if (!stream_cancelled)
-        streaming_task->schedule();
+        streaming_task->scheduleAfter(RESCHEDULE_MS);
 }
 
 
@@ -731,13 +796,6 @@ bool StorageRabbitMQ::streamToViews()
     auto column_names = block_io.out->getHeader().getNames();
     auto sample_block = metadata_snapshot->getSampleBlockForColumns(column_names, getVirtuals(), getStorageID());
 
-    /* event_handler->connectionRunning() does not guarantee that connnection is not closed in case loop was not running before, but
-     * need to anyway start the loop to activate error callbacks and update connection state, because even checking with
-     * connection->usable() will not give correct answer before callbacks are activated.
-     */
-    if (!event_handler->loopRunning() && event_handler->connectionRunning())
-        looping_task->activateAndSchedule();
-
     auto block_size = getMaxBlockSize();
 
     // Create a stream for each consumer and join them in a union stream
@@ -770,34 +828,45 @@ bool StorageRabbitMQ::streamToViews()
         in = streams[0];
 
     std::atomic<bool> stub = {false};
+
+    if (!event_handler->loopRunning())
+    {
+        event_handler->updateLoopState(Loop::RUN);
+        looping_task->activateAndSchedule();
+    }
+
     copyData(*in, *block_io.out, &stub);
 
-    /* Need to stop loop even if connection is ok, because sending ack() with loop running in another thread will lead to a lot of data
-     * races inside the library, but only in case any error occurs or connection is lost while ack is being sent
+    /* Note: sending ack() with loop running in another thread will lead to a lot of data races inside the library, but only in case
+     * error occurs or connection is lost while ack is being sent
      */
-    if (event_handler->loopRunning())
-        deactivateTask(looping_task, false, true);
+    deactivateTask(looping_task, false, true);
+    size_t queue_empty = 0;
 
     if (!event_handler->connectionRunning())
     {
-        if (!stream_cancelled && restoreConnection(true))
+        if (stream_cancelled)
+            return true;
+
+        if (restoreConnection(true))
         {
             for (auto & stream : streams)
                 stream->as<RabbitMQBlockInputStream>()->updateChannel();
         }
         else
         {
-            /// Reschedule if unable to connect to rabbitmq or quit if cancelled
-            return false;
+            LOG_TRACE(log, "Reschedule streaming. Unable to restore connection.");
+            return true;
         }
     }
     else
     {
-        deactivateTask(heartbeat_task, false, false);
-
         /// Commit
         for (auto & stream : streams)
         {
+            if (stream->as<RabbitMQBlockInputStream>()->queueEmpty())
+                ++queue_empty;
+
             /* false is returned by the sendAck function in only two cases:
              * 1) if connection failed. In this case all channels will be closed and will be unable to send ack. Also ack is made based on
              *    delivery tags, which are unique to channels, so if channels fail, those delivery tags will become invalid and there is
@@ -828,19 +897,25 @@ bool StorageRabbitMQ::streamToViews()
                     break;
                 }
             }
+
+            event_handler->iterateLoop();
         }
     }
 
-    event_handler->updateLoopState(Loop::RUN);
-    looping_task->activateAndSchedule();
-    heartbeat_task->scheduleAfter(HEARTBEAT_RESCHEDULE_MS); /// It is also deactivated in restoreConnection(), so reschedule anyway
+    if ((queue_empty == num_created_consumers) && (++read_attempts == MAX_FAILED_READ_ATTEMPTS))
+    {
+        connection->heartbeat();
+        read_attempts = 0;
+        LOG_TRACE(log, "Reschedule streaming. Queues are empty.");
+        return true;
+    }
+    else
+    {
+        event_handler->updateLoopState(Loop::RUN);
+        looping_task->activateAndSchedule();
+    }
 
-    // Check whether the limits were applied during query execution
-    bool limits_applied = false;
-    const BlockStreamProfileInfo & info = in->getProfileInfo();
-    limits_applied = info.hasAppliedLimit();
-
-    return limits_applied;
+    return false;
 }
 
 
@@ -907,7 +982,8 @@ NamesAndTypesList StorageRabbitMQ::getVirtuals() const
             {"_channel_id", std::make_shared<DataTypeString>()},
             {"_delivery_tag", std::make_shared<DataTypeUInt64>()},
             {"_redelivered", std::make_shared<DataTypeUInt8>()},
-            {"_message_id", std::make_shared<DataTypeString>()}
+            {"_message_id", std::make_shared<DataTypeString>()},
+            {"_timestamp", std::make_shared<DataTypeUInt64>()}
     };
 }
 
diff --git a/src/Storages/RabbitMQ/StorageRabbitMQ.h b/src/Storages/RabbitMQ/StorageRabbitMQ.h
index 8d9a20f9e34..d7891aed0a7 100644
--- a/src/Storages/RabbitMQ/StorageRabbitMQ.h
+++ b/src/Storages/RabbitMQ/StorageRabbitMQ.h
@@ -114,14 +114,15 @@ private:
     std::atomic<bool> wait_confirm = true; /// needed to break waiting for confirmations for producer
     std::atomic<bool> exchange_removed = false;
     ChannelPtr setup_channel;
+    std::vector<String> queues;
 
     std::once_flag flag; /// remove exchange only once
     std::mutex task_mutex;
     BackgroundSchedulePool::TaskHolder streaming_task;
-    BackgroundSchedulePool::TaskHolder heartbeat_task;
     BackgroundSchedulePool::TaskHolder looping_task;
 
     std::atomic<bool> stream_cancelled{false};
+    size_t read_attempts = 0;
 
     ConsumerBufferPtr createReadBuffer();
 
@@ -140,6 +141,7 @@ private:
 
     void initExchange();
     void bindExchange();
+    void bindQueue(size_t queue_id);
 
     bool restoreConnection(bool reconnecting);
     bool streamToViews();
diff --git a/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h b/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h
index a8e94070dbd..28fa5df8111 100644
--- a/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h
+++ b/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h
@@ -76,20 +76,20 @@ private:
     String channel_id;
 
     /* payloads.queue:
-     *      - payloads are pushed to queue in countRow and poped by another thread in writingFunc, each payload gets into queue only once
+     *      - payloads are pushed to queue in countRow and popped by another thread in writingFunc, each payload gets into queue only once
      * returned.queue:
      *      - payloads are pushed to queue:
      *           1) inside channel->onError() callback if channel becomes unusable and the record of pending acknowledgements from server
      *              is non-empty.
      *           2) inside removeRecord() if received nack() - negative acknowledgement from the server that message failed to be written
      *              to disk or it was unable to reach the queue.
-     *      - payloads are poped from the queue once republished
+     *      - payloads are popped from the queue once republished
      */
     ConcurrentBoundedQueue<std::pair<UInt64, String>> payloads, returned;
 
     /* Counter of current delivery on a current channel. Delivery tags are scoped per channel. The server attaches a delivery tag for each
      * published message - a serial number of delivery on current channel. Delivery tag is a way of server to notify publisher if it was
-     * able or unable to process delivery, i.e. it sends back a responce with a corresponding delivery tag.
+     * able or unable to process delivery, i.e. it sends back a response with a corresponding delivery tag.
      */
     UInt64 delivery_tag = 0;
 
@@ -100,7 +100,7 @@ private:
      */
     bool wait_all = true;
 
-    /* false: untill writeSuffix is called
+    /* false: until writeSuffix is called
      * true: means payloads.queue will not grow anymore
      */
     std::atomic<UInt64> wait_num = 0;
diff --git a/src/Storages/ReadInOrderOptimizer.cpp b/src/Storages/ReadInOrderOptimizer.cpp
index 37f07ad1876..2bff5aee9dc 100644
--- a/src/Storages/ReadInOrderOptimizer.cpp
+++ b/src/Storages/ReadInOrderOptimizer.cpp
@@ -30,26 +30,11 @@ ReadInOrderOptimizer::ReadInOrderOptimizer(
         forbidden_columns.insert(elem.first);
 }
 
-InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StoragePtr & storage, const StorageMetadataPtr & metadata_snapshot) const
+InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StorageMetadataPtr & metadata_snapshot) const
 {
-    Names sorting_key_columns;
-    if (dynamic_cast<const MergeTreeData *>(storage.get()))
-    {
-        if (!metadata_snapshot->hasSortingKey())
-            return {};
-        sorting_key_columns = metadata_snapshot->getSortingKeyColumns();
-    }
-    else if (dynamic_cast<const StorageFromMergeTreeDataPart *>(storage.get()))
-    {
-        if (!metadata_snapshot->hasSortingKey())
-            return {};
-        sorting_key_columns = metadata_snapshot->getSortingKeyColumns();
-    }
-    else /// Inapplicable storage type
-    {
+    Names sorting_key_columns = metadata_snapshot->getSortingKeyColumns();
+    if (!metadata_snapshot->hasSortingKey())
         return {};
-    }
-
 
     SortDescription order_key_prefix_descr;
     int read_direction = required_sort_description.at(0).direction;
diff --git a/src/Storages/ReadInOrderOptimizer.h b/src/Storages/ReadInOrderOptimizer.h
index 3a16a10f89b..7a268189222 100644
--- a/src/Storages/ReadInOrderOptimizer.h
+++ b/src/Storages/ReadInOrderOptimizer.h
@@ -20,7 +20,7 @@ public:
         const SortDescription & required_sort_description,
         const TreeRewriterResultPtr & syntax_result);
 
-    InputOrderInfoPtr getInputOrder(const StoragePtr & storage, const StorageMetadataPtr & metadata_snapshot) const;
+    InputOrderInfoPtr getInputOrder(const StorageMetadataPtr & metadata_snapshot) const;
 
 private:
     /// Actions for every element of order expression to analyze functions for monotonicity
diff --git a/src/Storages/SetSettings.cpp b/src/Storages/SetSettings.cpp
index f7ff1c446f2..baa3d231067 100644
--- a/src/Storages/SetSettings.cpp
+++ b/src/Storages/SetSettings.cpp
@@ -10,7 +10,6 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int BAD_ARGUMENTS;
     extern const int UNKNOWN_SETTING;
 }
 
@@ -27,9 +26,8 @@ void SetSettings::loadFromQuery(ASTStorage & storage_def)
         catch (Exception & e)
         {
             if (e.code() == ErrorCodes::UNKNOWN_SETTING)
-                throw Exception(e.message() + " for storage " + storage_def.engine->name, ErrorCodes::BAD_ARGUMENTS);
-            else
-                e.rethrow();
+                e.addMessage("for storage " + storage_def.engine->name);
+            throw;
         }
     }
     else
diff --git a/src/Storages/StorageBuffer.cpp b/src/Storages/StorageBuffer.cpp
index 659df2026c8..9a24623d789 100644
--- a/src/Storages/StorageBuffer.cpp
+++ b/src/Storages/StorageBuffer.cpp
@@ -179,7 +179,7 @@ Pipe StorageBuffer::read(
         if (dst_has_same_structure)
         {
             if (query_info.order_optimizer)
-                query_info.input_order_info = query_info.order_optimizer->getInputOrder(destination, destination_metadata_snapshot);
+                query_info.input_order_info = query_info.order_optimizer->getInputOrder(destination_metadata_snapshot);
 
             /// The destination table has the same structure of the requested columns and we can simply read blocks from there.
             pipe_from_dst = destination->read(
@@ -239,6 +239,7 @@ Pipe StorageBuffer::read(
         }
 
         pipe_from_dst.addTableLock(destination_lock);
+        pipe_from_dst.addStorageHolder(destination);
     }
 
     Pipe pipe_from_buffers;
@@ -315,7 +316,7 @@ static void appendBlock(const Block & from, Block & to)
 
     size_t old_rows = to.rows();
 
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     try
     {
@@ -693,7 +694,7 @@ void StorageBuffer::writeBlockToDestination(const Block & block, StoragePtr tabl
     }
     auto destination_metadata_snapshot = table->getInMemoryMetadataPtr();
 
-    auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+    MemoryTracker::BlockerInThread temporarily_disable_memory_tracker;
 
     auto insert = std::make_shared<ASTInsertQuery>();
     insert->table_id = destination_id;
diff --git a/src/Storages/StorageDistributed.cpp b/src/Storages/StorageDistributed.cpp
index afac3f97d68..0c1561fca9b 100644
--- a/src/Storages/StorageDistributed.cpp
+++ b/src/Storages/StorageDistributed.cpp
@@ -80,7 +80,6 @@ namespace ErrorCodes
     extern const int TYPE_MISMATCH;
     extern const int TOO_MANY_ROWS;
     extern const int UNABLE_TO_SKIP_UNUSED_SHARDS;
-    extern const int LOGICAL_ERROR;
 }
 
 namespace ActionLocks
@@ -271,7 +270,7 @@ std::optional<QueryProcessingStage::Enum> getOptimizedQueryProcessingStage(const
             if (!id)
                 return false;
             /// TODO: if GROUP BY contains multiIf()/if() it should contain only columns from sharding_key
-            if (!sharding_key_block.has(id->name))
+            if (!sharding_key_block.has(id->name()))
                 return false;
         }
         return true;
@@ -454,7 +453,7 @@ QueryProcessingStage::Enum StorageDistributed::getQueryProcessingStage(const Con
     if (settings.optimize_skip_unused_shards &&
         settings.optimize_distributed_group_by_sharding_key &&
         has_sharding_key &&
-        sharding_key_is_deterministic)
+        (settings.allow_nondeterministic_optimize_skip_unused_shards || sharding_key_is_deterministic))
     {
         Block sharding_key_block = sharding_key_expr->getSampleBlock();
         auto stage = getOptimizedQueryProcessingStage(query_ptr, settings.extremes, sharding_key_block);
@@ -600,15 +599,22 @@ void StorageDistributed::shutdown()
     monitors_blocker.cancelForever();
 
     std::lock_guard lock(cluster_nodes_mutex);
+
+    LOG_DEBUG(log, "Joining background threads for async INSERT");
     cluster_nodes_data.clear();
+    LOG_DEBUG(log, "Background threads for async INSERT joined");
 }
 void StorageDistributed::drop()
 {
-    // shutdown() should be already called
-    // and by the same reason we cannot use truncate() here, since
-    // cluster_nodes_data already cleaned
-    if (!cluster_nodes_data.empty())
-        throw Exception("drop called before shutdown", ErrorCodes::LOGICAL_ERROR);
+    // Some INSERT in-between shutdown() and drop() can call
+    // requireDirectoryMonitor() again, so call shutdown() to clear them, but
+    // when the drop() (this function) executed none of INSERT is allowed in
+    // parallel.
+    //
+    // And second time shutdown() should be fast, since none of
+    // DirectoryMonitor should do anything, because ActionBlocker is canceled
+    // (in shutdown()).
+    shutdown();
 
     // Distributed table w/o sharding_key does not allows INSERTs
     if (relative_data_path.empty())
@@ -710,7 +716,9 @@ ClusterPtr StorageDistributed::getOptimizedCluster(const Context & context, cons
     ClusterPtr cluster = getCluster();
     const Settings & settings = context.getSettingsRef();
 
-    if (has_sharding_key && sharding_key_is_deterministic)
+    bool sharding_key_is_usable = settings.allow_nondeterministic_optimize_skip_unused_shards || sharding_key_is_deterministic;
+
+    if (has_sharding_key && sharding_key_is_usable)
     {
         ClusterPtr optimized = skipUnusedShards(cluster, query_ptr, metadata_snapshot, context);
         if (optimized)
@@ -723,7 +731,7 @@ ClusterPtr StorageDistributed::getOptimizedCluster(const Context & context, cons
         std::stringstream exception_message;
         if (!has_sharding_key)
             exception_message << "No sharding key";
-        else if (!sharding_key_is_deterministic)
+        else if (!sharding_key_is_usable)
             exception_message << "Sharding key is not deterministic";
         else
             exception_message << "Sharding key " << sharding_key_column_name << " is not used";
diff --git a/src/Storages/StorageDistributed.h b/src/Storages/StorageDistributed.h
index dd043e5feeb..5adc4ca5627 100644
--- a/src/Storages/StorageDistributed.h
+++ b/src/Storages/StorageDistributed.h
@@ -82,6 +82,7 @@ public:
     void shutdown() override;
     void drop() override;
 
+    bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override;
 
     const ExpressionActionsPtr & getShardingKeyExpr() const { return sharding_key_expr; }
diff --git a/src/Storages/StorageFile.cpp b/src/Storages/StorageFile.cpp
index 8c7cd7b63d7..0cc3aa807c4 100644
--- a/src/Storages/StorageFile.cpp
+++ b/src/Storages/StorageFile.cpp
@@ -524,6 +524,11 @@ BlockOutputStreamPtr StorageFile::write(
         chooseCompressionMethod(path, compression_method), context);
 }
 
+bool StorageFile::storesDataOnDisk() const
+{
+    return is_db_table;
+}
+
 Strings StorageFile::getDataPaths() const
 {
     if (paths.empty())
diff --git a/src/Storages/StorageFile.h b/src/Storages/StorageFile.h
index f331538b4c7..eb6f0cb4d87 100644
--- a/src/Storages/StorageFile.h
+++ b/src/Storages/StorageFile.h
@@ -46,6 +46,7 @@ public:
 
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
 
+    bool storesDataOnDisk() const override;
     Strings getDataPaths() const override;
 
     struct CommonArguments
diff --git a/src/Storages/StorageJoin.cpp b/src/Storages/StorageJoin.cpp
index 33c67229cfa..c6d85174e68 100644
--- a/src/Storages/StorageJoin.cpp
+++ b/src/Storages/StorageJoin.cpp
@@ -100,7 +100,10 @@ HashJoinPtr StorageJoin::getJoin(std::shared_ptr<TableJoin> analyzed_join) const
 
 
 void StorageJoin::insertBlock(const Block & block) { join->addJoinedBlock(block, true); }
+
 size_t StorageJoin::getSize() const { return join->getTotalRowCount(); }
+std::optional<UInt64> StorageJoin::totalRows() const { return join->getTotalRowCount(); }
+std::optional<UInt64> StorageJoin::totalBytes() const { return join->getTotalByteCount(); }
 
 
 void registerStorageJoin(StorageFactory & factory)
diff --git a/src/Storages/StorageJoin.h b/src/Storages/StorageJoin.h
index 95037c4d33a..857f3646441 100644
--- a/src/Storages/StorageJoin.h
+++ b/src/Storages/StorageJoin.h
@@ -46,6 +46,9 @@ public:
         size_t max_block_size,
         unsigned num_streams) override;
 
+    std::optional<UInt64> totalRows() const override;
+    std::optional<UInt64> totalBytes() const override;
+
 private:
     Block sample_block;
     const Names key_names;
diff --git a/src/Storages/StorageLog.h b/src/Storages/StorageLog.h
index 49fc9a576c5..306383a1235 100644
--- a/src/Storages/StorageLog.h
+++ b/src/Storages/StorageLog.h
@@ -41,6 +41,7 @@ public:
 
     void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
 
+    bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {DB::fullPath(disk, table_path)}; }
 
 protected:
diff --git a/src/Storages/StorageMaterializeMySQL.cpp b/src/Storages/StorageMaterializeMySQL.cpp
index 99c573e575e..a582b83c5a2 100644
--- a/src/Storages/StorageMaterializeMySQL.cpp
+++ b/src/Storages/StorageMaterializeMySQL.cpp
@@ -82,6 +82,7 @@ Pipe StorageMaterializeMySQL::read(
     }
 
     Pipe pipe = nested_storage->read(require_columns_name, nested_metadata, query_info, context, processed_stage, max_block_size, num_streams);
+    pipe.addTableLock(lock);
 
     if (!expressions->children.empty() && !pipe.empty())
     {
diff --git a/src/Storages/StorageMaterializedView.cpp b/src/Storages/StorageMaterializedView.cpp
index 3e1df80ff42..6287e2ad278 100644
--- a/src/Storages/StorageMaterializedView.cpp
+++ b/src/Storages/StorageMaterializedView.cpp
@@ -120,10 +120,11 @@ Pipe StorageMaterializedView::read(
     auto metadata_snapshot = storage->getInMemoryMetadataPtr();
 
     if (query_info.order_optimizer)
-        query_info.input_order_info = query_info.order_optimizer->getInputOrder(storage, metadata_snapshot);
+        query_info.input_order_info = query_info.order_optimizer->getInputOrder(metadata_snapshot);
 
     Pipe pipe = storage->read(column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
     pipe.addTableLock(lock);
+    pipe.addStorageHolder(storage);
 
     return pipe;
 }
diff --git a/src/Storages/StorageMerge.cpp b/src/Storages/StorageMerge.cpp
index 1ff307d66eb..12588654872 100644
--- a/src/Storages/StorageMerge.cpp
+++ b/src/Storages/StorageMerge.cpp
@@ -211,7 +211,7 @@ Pipe StorageMerge::read(
         {
             auto storage_ptr = std::get<0>(*it);
             auto storage_metadata_snapshot = storage_ptr->getInMemoryMetadataPtr();
-            auto current_info = query_info.order_optimizer->getInputOrder(storage_ptr, storage_metadata_snapshot);
+            auto current_info = query_info.order_optimizer->getInputOrder(storage_metadata_snapshot);
             if (it == selected_tables.begin())
                 input_sorting_info = current_info;
             else if (!current_info || (input_sorting_info && *current_info != *input_sorting_info))
@@ -344,6 +344,7 @@ Pipe StorageMerge::createSources(
         convertingSourceStream(header, metadata_snapshot, *modified_context, modified_query_info.query, pipe, processed_stage);
 
         pipe.addTableLock(struct_lock);
+        pipe.addStorageHolder(storage);
         pipe.addInterpreterContext(modified_context);
     }
 
diff --git a/src/Storages/StorageMergeTree.cpp b/src/Storages/StorageMergeTree.cpp
index 0f1afe1bd62..39d167b563f 100644
--- a/src/Storages/StorageMergeTree.cpp
+++ b/src/Storages/StorageMergeTree.cpp
@@ -41,6 +41,7 @@ namespace ErrorCodes
     extern const int INCORRECT_DATA;
     extern const int CANNOT_ASSIGN_OPTIMIZE;
     extern const int TIMEOUT_EXCEEDED;
+    extern const int UNKNOWN_POLICY;
 }
 
 namespace ActionLocks
@@ -189,6 +190,39 @@ std::optional<UInt64> StorageMergeTree::totalRows() const
     return getTotalActiveSizeInRows();
 }
 
+std::optional<UInt64> StorageMergeTree::totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, const Context & context) const
+{
+    auto metadata_snapshot = getInMemoryMetadataPtr();
+    const auto & partition_key = metadata_snapshot->getPartitionKey();
+    Names partition_key_columns = partition_key.column_names;
+    KeyCondition key_condition(
+        query_info, context, partition_key_columns, partition_key.expression, true /* single_point */, true /* strict */);
+    if (key_condition.alwaysUnknownOrTrue())
+        return {};
+    std::unordered_map<String, bool> partition_filter_map;
+    size_t res = 0;
+    auto lock = lockParts();
+    for (const auto & part : getDataPartsStateRange(DataPartState::Committed))
+    {
+        if (part->isEmpty())
+            continue;
+        const auto & partition_id = part->info.partition_id;
+        bool is_valid;
+        if (auto it = partition_filter_map.find(partition_id); it != partition_filter_map.end())
+            is_valid = it->second;
+        else
+        {
+            const auto & partition_value = part->partition.value;
+            std::vector<FieldRef> index_value(partition_value.begin(), partition_value.end());
+            is_valid = key_condition.mayBeTrueInRange(partition_value.size(), index_value.data(), index_value.data(), partition_key.data_types);
+            partition_filter_map.emplace(partition_id, is_valid);
+        }
+        if (is_valid)
+            res += part->rows_count;
+    }
+    return res;
+}
+
 std::optional<UInt64> StorageMergeTree::totalBytes() const
 {
     return getTotalActiveSizeInBytes();
@@ -1331,7 +1365,7 @@ void StorageMergeTree::movePartitionToTable(const StoragePtr & dest_table, const
         throw Exception("Destination table " + dest_table_storage->getStorageID().getNameForLogs() +
                        " should have the same storage policy of source table " + getStorageID().getNameForLogs() + ". " +
                        getStorageID().getNameForLogs() + ": " + this->getStoragePolicy()->getName() + ", " +
-                       dest_table_storage->getStorageID().getNameForLogs() + ": " + dest_table_storage->getStoragePolicy()->getName(), ErrorCodes::LOGICAL_ERROR);
+                       dest_table_storage->getStorageID().getNameForLogs() + ": " + dest_table_storage->getStoragePolicy()->getName(), ErrorCodes::UNKNOWN_POLICY);
 
     auto dest_metadata_snapshot = dest_table->getInMemoryMetadataPtr();
     auto metadata_snapshot = getInMemoryMetadataPtr();
diff --git a/src/Storages/StorageMergeTree.h b/src/Storages/StorageMergeTree.h
index 5662f9e0088..7d092602703 100644
--- a/src/Storages/StorageMergeTree.h
+++ b/src/Storages/StorageMergeTree.h
@@ -47,6 +47,7 @@ public:
         unsigned num_streams) override;
 
     std::optional<UInt64> totalRows() const override;
+    std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo &, const Context &) const override;
     std::optional<UInt64> totalBytes() const override;
 
     BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
diff --git a/src/Storages/StorageProxy.h b/src/Storages/StorageProxy.h
index 7b010476b22..e2a6438ecfe 100644
--- a/src/Storages/StorageProxy.h
+++ b/src/Storages/StorageProxy.h
@@ -144,6 +144,7 @@ public:
     CheckResults checkData(const ASTPtr & query , const Context & context) override { return getNested()->checkData(query, context); }
     void checkTableCanBeDropped() const override { getNested()->checkTableCanBeDropped(); }
     void checkPartitionCanBeDropped(const ASTPtr & partition) override { getNested()->checkPartitionCanBeDropped(partition); }
+    bool storesDataOnDisk() const override { return getNested()->storesDataOnDisk(); }
     Strings getDataPaths() const override { return getNested()->getDataPaths(); }
     StoragePolicyPtr getStoragePolicy() const override { return getNested()->getStoragePolicy(); }
     std::optional<UInt64> totalRows() const override { return getNested()->totalRows(); }
diff --git a/src/Storages/StorageReplicatedMergeTree.cpp b/src/Storages/StorageReplicatedMergeTree.cpp
index 2ac8ddb7846..66368be1615 100644
--- a/src/Storages/StorageReplicatedMergeTree.cpp
+++ b/src/Storages/StorageReplicatedMergeTree.cpp
@@ -114,6 +114,7 @@ namespace ErrorCodes
     extern const int CANNOT_ASSIGN_ALTER;
     extern const int DIRECTORY_ALREADY_EXISTS;
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int UNKNOWN_POLICY;
 }
 
 namespace ActionLocks
@@ -833,7 +834,7 @@ void StorageReplicatedMergeTree::checkTableStructure(const String & zookeeper_pr
 }
 
 void StorageReplicatedMergeTree::setTableStructure(
-ColumnsDescription new_columns, const ReplicatedMergeTreeTableMetadata::Diff & metadata_diff)
+    ColumnsDescription new_columns, const ReplicatedMergeTreeTableMetadata::Diff & metadata_diff)
 {
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
     StorageInMemoryMetadata old_metadata = getInMemoryMetadata();
@@ -856,7 +857,7 @@ ColumnsDescription new_columns, const ReplicatedMergeTreeTableMetadata::Diff & m
 
     if (!metadata_diff.empty())
     {
-        auto parse_key_expr = [](const String & key_expr)
+        auto parse_key_expr = [] (const String & key_expr)
         {
             ParserNotEmptyExpressionList parser(false);
             auto new_sorting_key_expr_list = parseQuery(parser, key_expr, 0, DBMS_DEFAULT_MAX_PARSER_DEPTH);
@@ -3281,12 +3282,15 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
     auto zookeeper = zookeeper_ ? zookeeper_ : getZooKeeper();
     const auto part_info = MergeTreePartInfo::fromPartName(part_name, format_version);
 
-    if (auto part = getPartIfExists(part_info, {IMergeTreeDataPart::State::Outdated, IMergeTreeDataPart::State::Deleting}))
+    if (!to_detached)
     {
-        LOG_DEBUG(log, "Part {} should be deleted after previous attempt before fetch", part->name);
-        /// Force immediate parts cleanup to delete the part that was left from the previous fetch attempt.
-        cleanup_thread.wakeup();
-        return false;
+        if (auto part = getPartIfExists(part_info, {IMergeTreeDataPart::State::Outdated, IMergeTreeDataPart::State::Deleting}))
+        {
+            LOG_DEBUG(log, "Part {} should be deleted after previous attempt before fetch", part->name);
+            /// Force immediate parts cleanup to delete the part that was left from the previous fetch attempt.
+            cleanup_thread.wakeup();
+            return false;
+        }
     }
 
     {
@@ -3480,8 +3484,10 @@ void StorageReplicatedMergeTree::startup()
     {
         queue.initialize(getDataParts());
 
-        data_parts_exchange_endpoint = std::make_shared<DataPartsExchange::Service>(*this);
-        global_context.getInterserverIOHandler().addEndpoint(data_parts_exchange_endpoint->getId(replica_path), data_parts_exchange_endpoint);
+        InterserverIOEndpointPtr data_parts_exchange_ptr = std::make_shared<DataPartsExchange::Service>(*this);
+        [[maybe_unused]] auto prev_ptr = std::atomic_exchange(&data_parts_exchange_endpoint, data_parts_exchange_ptr);
+        assert(prev_ptr == nullptr);
+        global_context.getInterserverIOHandler().addEndpoint(data_parts_exchange_ptr->getId(replica_path), data_parts_exchange_ptr);
 
         /// In this thread replica will be activated.
         restarting_thread.start();
@@ -3548,15 +3554,15 @@ void StorageReplicatedMergeTree::shutdown()
         global_context.getBackgroundMovePool().removeTask(move_parts_task_handle);
     move_parts_task_handle.reset();
 
-    if (data_parts_exchange_endpoint)
+    auto data_parts_exchange_ptr = std::atomic_exchange(&data_parts_exchange_endpoint, InterserverIOEndpointPtr{});
+    if (data_parts_exchange_ptr)
     {
-        global_context.getInterserverIOHandler().removeEndpointIfExists(data_parts_exchange_endpoint->getId(replica_path));
+        global_context.getInterserverIOHandler().removeEndpointIfExists(data_parts_exchange_ptr->getId(replica_path));
         /// Ask all parts exchange handlers to finish asap. New ones will fail to start
-        data_parts_exchange_endpoint->blocker.cancelForever();
+        data_parts_exchange_ptr->blocker.cancelForever();
         /// Wait for all of them
-        std::unique_lock lock(data_parts_exchange_endpoint->rwlock);
+        std::unique_lock lock(data_parts_exchange_ptr->rwlock);
     }
-    data_parts_exchange_endpoint.reset();
 
     /// We clear all old parts after stopping all background operations. It's
     /// important, because background operations can produce temporary parts
@@ -3680,6 +3686,36 @@ std::optional<UInt64> StorageReplicatedMergeTree::totalRows() const
     return res;
 }
 
+std::optional<UInt64> StorageReplicatedMergeTree::totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, const Context & context) const
+{
+    auto metadata_snapshot = getInMemoryMetadataPtr();
+    const auto & partition_key = metadata_snapshot->getPartitionKey();
+    Names partition_key_columns = partition_key.column_names;
+    KeyCondition key_condition(
+        query_info, context, partition_key_columns, partition_key.expression, true /* single_point */, true /* strict */);
+    if (key_condition.alwaysUnknownOrTrue())
+        return {};
+    std::unordered_map<String, bool> partition_filter_map;
+    size_t res = 0;
+    foreachCommittedParts([&](auto & part)
+    {
+        const auto & partition_id = part->info.partition_id;
+        bool is_valid;
+        if (auto it = partition_filter_map.find(partition_id); it != partition_filter_map.end())
+            is_valid = it->second;
+        else
+        {
+            const auto & partition_value = part->partition.value;
+            std::vector<FieldRef> index_value(partition_value.begin(), partition_value.end());
+            is_valid = key_condition.mayBeTrueInRange(partition_value.size(), index_value.data(), index_value.data(), partition_key.data_types);
+            partition_filter_map.emplace(partition_id, is_valid);
+        }
+        if (is_valid)
+            res += part->rows_count;
+    });
+    return res;
+}
+
 std::optional<UInt64> StorageReplicatedMergeTree::totalBytes() const
 {
     UInt64 res = 0;
@@ -3936,13 +3972,19 @@ void StorageReplicatedMergeTree::alter(
 
         ReplicatedMergeTreeTableMetadata future_metadata_in_zk(*this, current_metadata);
         if (ast_to_str(future_metadata.sorting_key.definition_ast) != ast_to_str(current_metadata->sorting_key.definition_ast))
-            future_metadata_in_zk.sorting_key = serializeAST(*future_metadata.sorting_key.expression_list_ast);
+        {
+            /// We serialize definition_ast as list, because code which apply ALTER (setTableStructure) expect serialized non empty expression
+            /// list here and we cannot change this representation for compatibility. Also we have preparsed AST `sorting_key.expression_list_ast`
+            /// in KeyDescription, but it contain version column for VersionedCollapsingMergeTree, which shouldn't be defined as a part of key definition AST.
+            /// So the best compatible way is just to convert definition_ast to list and serialize it. In all other places key.expression_list_ast should be used.
+            future_metadata_in_zk.sorting_key = serializeAST(*extractKeyExpressionList(future_metadata.sorting_key.definition_ast));
+        }
 
         if (ast_to_str(future_metadata.sampling_key.definition_ast) != ast_to_str(current_metadata->sampling_key.definition_ast))
-            future_metadata_in_zk.sampling_expression = serializeAST(*future_metadata.sampling_key.expression_list_ast);
+            future_metadata_in_zk.sampling_expression = serializeAST(*extractKeyExpressionList(future_metadata.sampling_key.definition_ast));
 
         if (ast_to_str(future_metadata.partition_key.definition_ast) != ast_to_str(current_metadata->partition_key.definition_ast))
-            future_metadata_in_zk.partition_key = serializeAST(*future_metadata.partition_key.expression_list_ast);
+            future_metadata_in_zk.partition_key = serializeAST(*extractKeyExpressionList(future_metadata.partition_key.definition_ast));
 
         if (ast_to_str(future_metadata.table_ttl.definition_ast) != ast_to_str(current_metadata->table_ttl.definition_ast))
         {
@@ -5604,7 +5646,7 @@ void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_ta
         throw Exception("Destination table " + dest_table_storage->getStorageID().getNameForLogs() +
                         " should have the same storage policy of source table " + getStorageID().getNameForLogs() + ". " +
                         getStorageID().getNameForLogs() + ": " + this->getStoragePolicy()->getName() + ", " +
-                        getStorageID().getNameForLogs() + ": " + dest_table_storage->getStoragePolicy()->getName(), ErrorCodes::LOGICAL_ERROR);
+                        getStorageID().getNameForLogs() + ": " + dest_table_storage->getStoragePolicy()->getName(), ErrorCodes::UNKNOWN_POLICY);
 
     auto dest_metadata_snapshot = dest_table->getInMemoryMetadataPtr();
     auto metadata_snapshot = getInMemoryMetadataPtr();
@@ -5863,7 +5905,10 @@ ActionLock StorageReplicatedMergeTree::getActionLock(StorageActionBlockType acti
         return fetcher.blocker.cancel();
 
     if (action_type == ActionLocks::PartsSend)
-        return data_parts_exchange_endpoint ? data_parts_exchange_endpoint->blocker.cancel() : ActionLock();
+    {
+        auto data_parts_exchange_ptr = std::atomic_load(&data_parts_exchange_endpoint);
+        return data_parts_exchange_ptr ? data_parts_exchange_ptr->blocker.cancel() : ActionLock();
+    }
 
     if (action_type == ActionLocks::ReplicationQueue)
         return queue.actions_blocker.cancel();
diff --git a/src/Storages/StorageReplicatedMergeTree.h b/src/Storages/StorageReplicatedMergeTree.h
index 0356cccd302..98ff785d588 100644
--- a/src/Storages/StorageReplicatedMergeTree.h
+++ b/src/Storages/StorageReplicatedMergeTree.h
@@ -97,6 +97,7 @@ public:
         unsigned num_streams) override;
 
     std::optional<UInt64> totalRows() const override;
+    std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, const Context & context) const override;
     std::optional<UInt64> totalBytes() const override;
 
     BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
diff --git a/src/Storages/StorageSet.cpp b/src/Storages/StorageSet.cpp
index d6d8b9e1449..b7779d2e550 100644
--- a/src/Storages/StorageSet.cpp
+++ b/src/Storages/StorageSet.cpp
@@ -151,8 +151,10 @@ StorageSet::StorageSet(
 
 void StorageSet::insertBlock(const Block & block) { set->insertFromBlock(block); }
 void StorageSet::finishInsert() { set->finishInsert(); }
-size_t StorageSet::getSize() const { return set->getTotalRowCount(); }
 
+size_t StorageSet::getSize() const { return set->getTotalRowCount(); }
+std::optional<UInt64> StorageSet::totalRows() const { return set->getTotalRowCount(); }
+std::optional<UInt64> StorageSet::totalBytes() const { return set->getTotalByteCount(); }
 
 void StorageSet::truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &)
 {
diff --git a/src/Storages/StorageSet.h b/src/Storages/StorageSet.h
index 40d7925de13..9a734b50002 100644
--- a/src/Storages/StorageSet.h
+++ b/src/Storages/StorageSet.h
@@ -24,6 +24,7 @@ public:
 
     BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
 
+    bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {path}; }
 
 protected:
@@ -72,6 +73,9 @@ public:
 
     void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
 
+    std::optional<UInt64> totalRows() const override;
+    std::optional<UInt64> totalBytes() const override;
+
 private:
     SetPtr set;
 
diff --git a/src/Storages/StorageStripeLog.h b/src/Storages/StorageStripeLog.h
index f88120a932e..ea2b1693169 100644
--- a/src/Storages/StorageStripeLog.h
+++ b/src/Storages/StorageStripeLog.h
@@ -40,6 +40,7 @@ public:
 
     CheckResults checkData(const ASTPtr & /* query */, const Context & /* context */) override;
 
+    bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {DB::fullPath(disk, table_path)}; }
 
     void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder&) override;
diff --git a/src/Storages/StorageTinyLog.h b/src/Storages/StorageTinyLog.h
index dc6ff101503..39c2994aaed 100644
--- a/src/Storages/StorageTinyLog.h
+++ b/src/Storages/StorageTinyLog.h
@@ -39,6 +39,7 @@ public:
 
     CheckResults checkData(const ASTPtr & /* query */, const Context & /* context */) override;
 
+    bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {DB::fullPath(disk, table_path)}; }
 
     void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
diff --git a/src/Storages/StorageURL.cpp b/src/Storages/StorageURL.cpp
index a6c8f1b39f8..55c16496ba5 100644
--- a/src/Storages/StorageURL.cpp
+++ b/src/Storages/StorageURL.cpp
@@ -67,6 +67,22 @@ namespace
             const CompressionMethod compression_method)
             : SourceWithProgress(sample_block), name(std::move(name_))
         {
+            ReadWriteBufferFromHTTP::HTTPHeaderEntries header;
+
+            // Propagate OpenTelemetry trace context, if any, downstream.
+            const auto & client_info = context.getClientInfo();
+            if (client_info.opentelemetry_trace_id)
+            {
+                header.emplace_back("traceparent",
+                    client_info.composeTraceparentHeader());
+
+                if (!client_info.opentelemetry_tracestate.empty())
+                {
+                    header.emplace_back("tracestate",
+                        client_info.opentelemetry_tracestate);
+                }
+            }
+
             read_buf = wrapReadBufferWithCompressionMethod(
                 std::make_unique<ReadWriteBufferFromHTTP>(
                     uri,
@@ -76,7 +92,7 @@ namespace
                     context.getSettingsRef().max_http_get_redirects,
                     Poco::Net::HTTPBasicCredentials{},
                     DBMS_DEFAULT_BUFFER_SIZE,
-                    ReadWriteBufferFromHTTP::HTTPHeaderEntries{},
+                    header,
                     context.getRemoteHostFilter()),
                 compression_method);
 
diff --git a/src/Storages/System/StorageSystemContributors.generated.cpp b/src/Storages/System/StorageSystemContributors.generated.cpp
index eeba4d0d3f9..f251fe5ad37 100644
--- a/src/Storages/System/StorageSystemContributors.generated.cpp
+++ b/src/Storages/System/StorageSystemContributors.generated.cpp
@@ -165,6 +165,7 @@ const char * auto_contributors[] {
     "Dongdong Yang",
     "DoomzD",
     "Dr. Strange Looker",
+    "Ekaterina",
     "Eldar Zaitov",
     "Elena Baskakova",
     "Elghazal Ahmed",
@@ -283,6 +284,7 @@ const char * auto_contributors[] {
     "Maks Skorokhod",
     "Maksim",
     "Maksim Fedotov",
+    "Maksim Kita",
     "Marat IDRISOV",
     "Marek Vavrusa",
     "Marek Vavruša",
@@ -457,6 +459,7 @@ const char * auto_contributors[] {
     "Vadim Skipin",
     "VadimPE",
     "Valera Ryaboshapko",
+    "Vasily Kozhukhovskiy",
     "Vasily Morozov",
     "Vasily Nemkov",
     "Vasily Okunev",
@@ -588,6 +591,7 @@ const char * auto_contributors[] {
     "fenglv",
     "fessmage",
     "filimonov",
+    "filipe",
     "flow",
     "flynn",
     "foxxmary",
@@ -693,6 +697,7 @@ const char * auto_contributors[] {
     "sdk2",
     "serebrserg",
     "sev7e0",
+    "sevirov",
     "sfod",
     "shangshujie",
     "shedx",
diff --git a/src/Storages/System/StorageSystemDistributionQueue.cpp b/src/Storages/System/StorageSystemDistributionQueue.cpp
index 2459be0ba71..39ccea64e26 100644
--- a/src/Storages/System/StorageSystemDistributionQueue.cpp
+++ b/src/Storages/System/StorageSystemDistributionQueue.cpp
@@ -38,8 +38,8 @@ void StorageSystemDistributionQueue::fillData(MutableColumns & res_columns, cons
     std::map<String, std::map<String, StoragePtr>> tables;
     for (const auto & db : DatabaseCatalog::instance().getDatabases())
     {
-        /// Lazy database can not contain distributed tables
-        if (db.second->getEngineName() == "Lazy")
+        /// Check if database can contain distributed tables
+        if (!db.second->canContainDistributedTables())
             continue;
 
         const bool check_access_for_tables = check_access_for_databases && !access->isGranted(AccessType::SHOW_TABLES, db.first);
diff --git a/src/Storages/System/StorageSystemErrors.cpp b/src/Storages/System/StorageSystemErrors.cpp
new file mode 100644
index 00000000000..89df058900b
--- /dev/null
+++ b/src/Storages/System/StorageSystemErrors.cpp
@@ -0,0 +1,40 @@
+#include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <Storages/System/StorageSystemErrors.h>
+#include <Common/ErrorCodes.h>
+#include <Interpreters/Context.h>
+
+namespace DB
+{
+
+NamesAndTypesList StorageSystemErrors::getNamesAndTypes()
+{
+    return {
+        { "name",              std::make_shared<DataTypeString>() },
+        { "code",              std::make_shared<DataTypeInt32>() },
+        { "value",             std::make_shared<DataTypeUInt64>() },
+    };
+}
+
+
+void StorageSystemErrors::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+{
+    for (size_t i = 0, end = ErrorCodes::end(); i < end; ++i)
+    {
+        UInt64 value = ErrorCodes::values[i];
+        std::string_view name = ErrorCodes::getName(i);
+
+        if (name.empty())
+            continue;
+
+        if (value || context.getSettingsRef().system_events_show_zero_values)
+        {
+            size_t col_num = 0;
+            res_columns[col_num++]->insert(name);
+            res_columns[col_num++]->insert(i);
+            res_columns[col_num++]->insert(value);
+        }
+    }
+}
+
+}
diff --git a/src/Storages/System/StorageSystemErrors.h b/src/Storages/System/StorageSystemErrors.h
new file mode 100644
index 00000000000..569a7a998b7
--- /dev/null
+++ b/src/Storages/System/StorageSystemErrors.h
@@ -0,0 +1,31 @@
+#pragma once
+
+#include <ext/shared_ptr_helper.h>
+#include <Storages/System/IStorageSystemOneBlock.h>
+
+
+namespace DB
+{
+
+class Context;
+
+
+/**
+ * Implements the `errors` system table, which shows the error code and the number of times it happens
+ * (i.e. Exception with this code had been thrown).
+ */
+class StorageSystemErrors final : public ext::shared_ptr_helper<StorageSystemErrors>, public IStorageSystemOneBlock<StorageSystemErrors>
+{
+    friend struct ext::shared_ptr_helper<StorageSystemErrors>;
+public:
+    std::string getName() const override { return "SystemErrors"; }
+
+    static NamesAndTypesList getNamesAndTypes();
+
+protected:
+    using IStorageSystemOneBlock::IStorageSystemOneBlock;
+
+    void fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const override;
+};
+
+}
diff --git a/src/Storages/System/StorageSystemGraphite.cpp b/src/Storages/System/StorageSystemGraphite.cpp
index ffa789a4751..93bc16785b2 100644
--- a/src/Storages/System/StorageSystemGraphite.cpp
+++ b/src/Storages/System/StorageSystemGraphite.cpp
@@ -32,8 +32,8 @@ static StorageSystemGraphite::Configs getConfigs(const Context & context)
 
     for (const auto & db : databases)
     {
-        /// Lazy database can not contain MergeTree tables
-        if (db.second->getEngineName() == "Lazy")
+        /// Check if database can contain MergeTree tables
+        if (!db.second->canContainMergeTreeTables())
             continue;
 
         for (auto iterator = db.second->getTablesIterator(context); iterator->isValid(); iterator->next())
diff --git a/src/Storages/System/StorageSystemMutations.cpp b/src/Storages/System/StorageSystemMutations.cpp
index 32f672b8401..f66f57ef5d1 100644
--- a/src/Storages/System/StorageSystemMutations.cpp
+++ b/src/Storages/System/StorageSystemMutations.cpp
@@ -44,8 +44,8 @@ void StorageSystemMutations::fillData(MutableColumns & res_columns, const Contex
     std::map<String, std::map<String, StoragePtr>> merge_tree_tables;
     for (const auto & db : DatabaseCatalog::instance().getDatabases())
     {
-        /// Lazy database can not contain MergeTree tables
-        if (db.second->getEngineName() == "Lazy")
+        /// Check if database can contain MergeTree tables
+        if (!db.second->canContainMergeTreeTables())
             continue;
 
         const bool check_access_for_tables = check_access_for_databases && !access->isGranted(AccessType::SHOW_TABLES, db.first);
diff --git a/src/Storages/System/StorageSystemPartsBase.cpp b/src/Storages/System/StorageSystemPartsBase.cpp
index faa2ec0e1c3..d10346af89f 100644
--- a/src/Storages/System/StorageSystemPartsBase.cpp
+++ b/src/Storages/System/StorageSystemPartsBase.cpp
@@ -83,9 +83,9 @@ StoragesInfoStream::StoragesInfoStream(const SelectQueryInfo & query_info, const
         MutableColumnPtr database_column_mut = ColumnString::create();
         for (const auto & database : databases)
         {
-            /// Lazy database can not contain MergeTree tables
-            /// and it's unnecessary to load all tables of Lazy database just to filter all of them.
-            if (database.second->getEngineName() != "Lazy")
+            /// Checck if database can contain MergeTree tables,
+            /// if not it's unnecessary to load all tables of database just to filter all of them.
+            if (database.second->canContainMergeTreeTables())
                 database_column_mut->insert(database.first);
         }
         block_to_filter.insert(ColumnWithTypeAndName(
diff --git a/src/Storages/System/StorageSystemReplicas.cpp b/src/Storages/System/StorageSystemReplicas.cpp
index 7ab6e939815..ab54d760873 100644
--- a/src/Storages/System/StorageSystemReplicas.cpp
+++ b/src/Storages/System/StorageSystemReplicas.cpp
@@ -74,8 +74,8 @@ Pipe StorageSystemReplicas::read(
     std::map<String, std::map<String, StoragePtr>> replicated_tables;
     for (const auto & db : DatabaseCatalog::instance().getDatabases())
     {
-        /// Lazy database can not contain replicated tables
-        if (db.second->getEngineName() == "Lazy")
+        /// Check if database can contain replicated tables
+        if (!db.second->canContainMergeTreeTables())
             continue;
         const bool check_access_for_tables = check_access_for_databases && !access->isGranted(AccessType::SHOW_TABLES, db.first);
         for (auto iterator = db.second->getTablesIterator(context); iterator->isValid(); iterator->next())
diff --git a/src/Storages/System/StorageSystemReplicatedFetches.cpp b/src/Storages/System/StorageSystemReplicatedFetches.cpp
new file mode 100644
index 00000000000..53bec5aa42f
--- /dev/null
+++ b/src/Storages/System/StorageSystemReplicatedFetches.cpp
@@ -0,0 +1,63 @@
+#include <Storages/System/StorageSystemReplicatedFetches.h>
+#include <Storages/MergeTree/ReplicatedFetchList.h>
+#include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <Interpreters/Context.h>
+#include <Access/ContextAccess.h>
+
+namespace DB
+{
+
+NamesAndTypesList StorageSystemReplicatedFetches::getNamesAndTypes()
+{
+    return {
+        {"database", std::make_shared<DataTypeString>()},
+        {"table", std::make_shared<DataTypeString>()},
+        {"elapsed", std::make_shared<DataTypeFloat64>()},
+        {"progress", std::make_shared<DataTypeFloat64>()},
+        {"result_part_name", std::make_shared<DataTypeString>()},
+        {"result_part_path", std::make_shared<DataTypeString>()},
+        {"partition_id", std::make_shared<DataTypeString>()},
+        {"total_size_bytes_compressed", std::make_shared<DataTypeUInt64>()},
+        {"bytes_read_compressed", std::make_shared<DataTypeUInt64>()},
+        {"source_replica_path", std::make_shared<DataTypeString>()},
+        {"source_replica_hostname", std::make_shared<DataTypeString>()},
+        {"source_replica_port", std::make_shared<DataTypeUInt16>()},
+        {"interserver_scheme", std::make_shared<DataTypeString>()},
+        {"URI", std::make_shared<DataTypeString>()},
+        {"to_detached", std::make_shared<DataTypeUInt8>()},
+        {"thread_id", std::make_shared<DataTypeUInt64>()},
+    };
+}
+
+void StorageSystemReplicatedFetches::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+{
+    const auto access = context.getAccess();
+    const bool check_access_for_tables = !access->isGranted(AccessType::SHOW_TABLES);
+
+    for (const auto & fetch : context.getReplicatedFetchList().get())
+    {
+        if (check_access_for_tables && !access->isGranted(AccessType::SHOW_TABLES, fetch.database, fetch.table))
+            continue;
+
+        size_t i = 0;
+        res_columns[i++]->insert(fetch.database);
+        res_columns[i++]->insert(fetch.table);
+        res_columns[i++]->insert(fetch.elapsed);
+        res_columns[i++]->insert(fetch.progress);
+        res_columns[i++]->insert(fetch.result_part_name);
+        res_columns[i++]->insert(fetch.result_part_path);
+        res_columns[i++]->insert(fetch.partition_id);
+        res_columns[i++]->insert(fetch.total_size_bytes_compressed);
+        res_columns[i++]->insert(fetch.bytes_read_compressed);
+        res_columns[i++]->insert(fetch.source_replica_path);
+        res_columns[i++]->insert(fetch.source_replica_hostname);
+        res_columns[i++]->insert(fetch.source_replica_port);
+        res_columns[i++]->insert(fetch.interserver_scheme);
+        res_columns[i++]->insert(fetch.uri);
+        res_columns[i++]->insert(fetch.to_detached);
+        res_columns[i++]->insert(fetch.thread_id);
+    }
+}
+
+}
diff --git a/src/Storages/System/StorageSystemReplicatedFetches.h b/src/Storages/System/StorageSystemReplicatedFetches.h
new file mode 100644
index 00000000000..34081923e4f
--- /dev/null
+++ b/src/Storages/System/StorageSystemReplicatedFetches.h
@@ -0,0 +1,28 @@
+#pragma once
+
+
+#include <ext/shared_ptr_helper.h>
+#include <Storages/System/IStorageSystemOneBlock.h>
+
+
+namespace DB
+{
+
+class Context;
+
+/// system.replicated_fetches table. Takes data from context.getReplicatedFetchList()
+class StorageSystemReplicatedFetches final : public ext::shared_ptr_helper<StorageSystemReplicatedFetches>, public IStorageSystemOneBlock<StorageSystemReplicatedFetches >
+{
+    friend struct ext::shared_ptr_helper<StorageSystemReplicatedFetches>;
+public:
+    std::string getName() const override { return "SystemReplicatedFetches"; }
+
+    static NamesAndTypesList getNamesAndTypes();
+
+protected:
+    using IStorageSystemOneBlock::IStorageSystemOneBlock;
+
+    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+};
+
+}
diff --git a/src/Storages/System/StorageSystemReplicationQueue.cpp b/src/Storages/System/StorageSystemReplicationQueue.cpp
index f04d8759507..9cd5e8b8ff3 100644
--- a/src/Storages/System/StorageSystemReplicationQueue.cpp
+++ b/src/Storages/System/StorageSystemReplicationQueue.cpp
@@ -55,8 +55,8 @@ void StorageSystemReplicationQueue::fillData(MutableColumns & res_columns, const
     std::map<String, std::map<String, StoragePtr>> replicated_tables;
     for (const auto & db : DatabaseCatalog::instance().getDatabases())
     {
-        /// Lazy database can not contain replicated tables
-        if (db.second->getEngineName() == "Lazy")
+        /// Check if database can contain replicated tables
+        if (!db.second->canContainMergeTreeTables())
             continue;
 
         const bool check_access_for_tables = check_access_for_databases && !access->isGranted(AccessType::SHOW_TABLES, db.first);
diff --git a/src/Storages/System/StorageSystemStoragePolicies.cpp b/src/Storages/System/StorageSystemStoragePolicies.cpp
index 415e7ce2c78..86ce9de081c 100644
--- a/src/Storages/System/StorageSystemStoragePolicies.cpp
+++ b/src/Storages/System/StorageSystemStoragePolicies.cpp
@@ -29,6 +29,7 @@ StorageSystemStoragePolicies::StorageSystemStoragePolicies(const StorageID & tab
              {"volume_type", std::make_shared<DataTypeString>()},
              {"max_data_part_size", std::make_shared<DataTypeUInt64>()},
              {"move_factor", std::make_shared<DataTypeFloat32>()},
+             {"prefer_not_to_merge", std::make_shared<DataTypeUInt8>()}
     }));
     // TODO: Add string column with custom volume-type-specific options
     setInMemoryMetadata(storage_metadata);
@@ -52,6 +53,7 @@ Pipe StorageSystemStoragePolicies::read(
     MutableColumnPtr col_volume_type = ColumnString::create();
     MutableColumnPtr col_max_part_size = ColumnUInt64::create();
     MutableColumnPtr col_move_factor = ColumnFloat32::create();
+    MutableColumnPtr col_prefer_not_to_merge = ColumnUInt8::create();
 
     for (const auto & [policy_name, policy_ptr] : context.getPoliciesMap())
     {
@@ -69,6 +71,7 @@ Pipe StorageSystemStoragePolicies::read(
             col_volume_type->insert(volumeTypeToString(volumes[i]->getType()));
             col_max_part_size->insert(volumes[i]->max_data_part_size);
             col_move_factor->insert(policy_ptr->getMoveFactor());
+            col_prefer_not_to_merge->insert(volumes[i]->areMergesAvoided() ? 1 : 0);
         }
     }
 
@@ -80,6 +83,7 @@ Pipe StorageSystemStoragePolicies::read(
     res_columns.emplace_back(std::move(col_volume_type));
     res_columns.emplace_back(std::move(col_max_part_size));
     res_columns.emplace_back(std::move(col_move_factor));
+    res_columns.emplace_back(std::move(col_prefer_not_to_merge));
 
     UInt64 num_rows = res_columns.at(0)->size();
     Chunk chunk(std::move(res_columns), num_rows);
diff --git a/src/Storages/System/StorageSystemZooKeeper.cpp b/src/Storages/System/StorageSystemZooKeeper.cpp
index 81a42f1fe63..a3660cf2dec 100644
--- a/src/Storages/System/StorageSystemZooKeeper.cpp
+++ b/src/Storages/System/StorageSystemZooKeeper.cpp
@@ -74,7 +74,7 @@ static bool extractPathImpl(const IAST & elem, String & res, const Context & con
         else
             return false;
 
-        if (ident->name != "path")
+        if (ident->name() != "path")
             return false;
 
         auto evaluated = evaluateConstantExpressionAsLiteral(value, context);
diff --git a/src/Storages/System/attachSystemTables.cpp b/src/Storages/System/attachSystemTables.cpp
index 2b7ee363f05..5e1a830f2a1 100644
--- a/src/Storages/System/attachSystemTables.cpp
+++ b/src/Storages/System/attachSystemTables.cpp
@@ -19,6 +19,7 @@
 
 #include <Storages/System/StorageSystemMacros.h>
 #include <Storages/System/StorageSystemMerges.h>
+#include <Storages/System/StorageSystemReplicatedFetches.h>
 #include <Storages/System/StorageSystemMetrics.h>
 #include <Storages/System/StorageSystemModels.h>
 #include <Storages/System/StorageSystemMutations.h>
@@ -37,6 +38,7 @@
 #include <Storages/System/StorageSystemTables.h>
 #include <Storages/System/StorageSystemZooKeeper.h>
 #include <Storages/System/StorageSystemContributors.h>
+#include <Storages/System/StorageSystemErrors.h>
 #if !defined(ARCADIA_BUILD)
     #include <Storages/System/StorageSystemLicenses.h>
     #include <Storages/System/StorageSystemTimeZones.h>
@@ -107,6 +109,7 @@ void attachSystemTablesLocal(IDatabase & system_database)
     attach<StorageSystemQuotasUsage>(system_database, "quotas_usage");
     attach<StorageSystemUserDirectories>(system_database, "user_directories");
     attach<StorageSystemPrivileges>(system_database, "privileges");
+    attach<StorageSystemErrors>(system_database, "errors");
 #if !defined(ARCADIA_BUILD)
     attach<StorageSystemLicenses>(system_database, "licenses");
     attach<StorageSystemTimeZones>(system_database, "time_zones");
@@ -137,6 +140,7 @@ void attachSystemTablesServer(IDatabase & system_database, bool has_zookeeper)
     attach<StorageSystemClusters>(system_database, "clusters");
     attach<StorageSystemGraphite>(system_database, "graphite_retentions");
     attach<StorageSystemMacros>(system_database, "macros");
+    attach<StorageSystemReplicatedFetches>(system_database, "replicated_fetches");
 
     if (has_zookeeper)
         attach<StorageSystemZooKeeper>(system_database, "zookeeper");
diff --git a/src/Storages/ya.make b/src/Storages/ya.make
index 107433b5e73..784f88d82c7 100644
--- a/src/Storages/ya.make
+++ b/src/Storages/ya.make
@@ -7,7 +7,6 @@ PEERDIR(
     contrib/libs/poco/MongoDB
 )
 
-CFLAGS(-g0)
 
 SRCS(
     AlterCommands.cpp
@@ -91,6 +90,7 @@ SRCS(
     MergeTree/MergeTreeWriteAheadLog.cpp
     MergeTree/MergeType.cpp
     MergeTree/registerStorageMergeTree.cpp
+    MergeTree/ReplicatedFetchList.cpp
     MergeTree/ReplicatedMergeTreeAddress.cpp
     MergeTree/ReplicatedMergeTreeAltersSequence.cpp
     MergeTree/ReplicatedMergeTreeBlockOutputStream.cpp
@@ -154,6 +154,7 @@ SRCS(
     System/StorageSystemDisks.cpp
     System/StorageSystemDistributionQueue.cpp
     System/StorageSystemEnabledRoles.cpp
+    System/StorageSystemErrors.cpp
     System/StorageSystemEvents.cpp
     System/StorageSystemFormats.cpp
     System/StorageSystemFunctions.cpp
@@ -177,6 +178,7 @@ SRCS(
     System/StorageSystemQuotasUsage.cpp
     System/StorageSystemQuotaUsage.cpp
     System/StorageSystemReplicas.cpp
+    System/StorageSystemReplicatedFetches.cpp
     System/StorageSystemReplicationQueue.cpp
     System/StorageSystemRoleGrants.cpp
     System/StorageSystemRoles.cpp
diff --git a/src/Storages/ya.make.in b/src/Storages/ya.make.in
index a2fb50a6d61..dbae43aa3fc 100644
--- a/src/Storages/ya.make.in
+++ b/src/Storages/ya.make.in
@@ -6,7 +6,6 @@ PEERDIR(
     contrib/libs/poco/MongoDB
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -F tests | grep -v -P 'Kafka|RabbitMQ|S3|HDFS|Licenses|TimeZones' | sed 's/^\.\//    /' | sort ?>
diff --git a/src/TableFunctions/ITableFunctionFileLike.cpp b/src/TableFunctions/ITableFunctionFileLike.cpp
index f876da02fd1..1349c166474 100644
--- a/src/TableFunctions/ITableFunctionFileLike.cpp
+++ b/src/TableFunctions/ITableFunctionFileLike.cpp
@@ -23,6 +23,7 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int INCORRECT_FILE_NAME;
+    extern const int BAD_ARGUMENTS;
 }
 
 void ITableFunctionFileLike::parseArguments(const ASTPtr & ast_function, const Context & context)
@@ -46,15 +47,18 @@ void ITableFunctionFileLike::parseArguments(const ASTPtr & ast_function, const C
 
     if (args.size() == 2 && getName() == "file")
     {
-        if (format != "Distributed")
-            throw Exception("Table function '" + getName() + "' allows 2 arguments only for Distributed format.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        if (format == "Distributed")
+            return;
+        throw Exception("Table function '" + getName() + "' allows 2 arguments only for Distributed format.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
     }
-    else if (args.size() != 3 && args.size() != 4)
+
+    if (args.size() != 3 && args.size() != 4)
         throw Exception("Table function '" + getName() + "' requires 3 or 4 arguments: filename, format, structure and compression method (default auto).",
             ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-    if (args.size() > 2)
-        structure = args[2]->as<ASTLiteral &>().value.safeGet<String>();
+    structure = args[2]->as<ASTLiteral &>().value.safeGet<String>();
+    if (structure.empty())
+        throw Exception("Table structure is empty", ErrorCodes::BAD_ARGUMENTS);
 
     if (args.size() == 4)
         compression_method = args[3]->as<ASTLiteral &>().value.safeGet<String>();
diff --git a/src/TableFunctions/ya.make b/src/TableFunctions/ya.make
index 03432e2bbbc..50f685fef3e 100644
--- a/src/TableFunctions/ya.make
+++ b/src/TableFunctions/ya.make
@@ -5,7 +5,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
     ITableFunction.cpp
diff --git a/src/TableFunctions/ya.make.in b/src/TableFunctions/ya.make.in
index 289c831f11a..aedb6209ef8 100644
--- a/src/TableFunctions/ya.make.in
+++ b/src/TableFunctions/ya.make.in
@@ -4,7 +4,6 @@ PEERDIR(
     clickhouse/src/Common
 )
 
-CFLAGS(-g0)
 
 SRCS(
 <? find . -name '*.cpp' | grep -v -P 'S3|HDFS' | sed 's/^\.\//    /' | sort ?>
diff --git a/tests/ci/ci_config.json b/tests/ci/ci_config.json
index 6cc7a4a398a..4e5f36a5f5d 100644
--- a/tests/ci/ci_config.json
+++ b/tests/ci/ci_config.json
@@ -333,7 +333,7 @@
                 "with_coverage": false
             }
         },
-        "Functional stateless tests (release, polymorphic parts enabled)": {
+        "Functional stateless tests (release, wide parts enabled)": {
             "required_build_properties": {
                 "compiler": "clang-11",
                 "package_type": "deb",
@@ -584,6 +584,18 @@
                 "clang-tidy": "disable",
                 "with_coverage": false
             }
+        },
+        "Functional stateless tests flaky check (address)": {
+            "required_build_properties": {
+                "compiler": "clang-11",
+                "package_type": "deb",
+                "build_type": "relwithdebuginfo",
+                "sanitizer": "address",
+                "bundled": "bundled",
+                "splitted": "unsplitted",
+                "clang-tidy": "disable",
+                "with_coverage": false
+            }
         }
     }
 }
diff --git a/tests/clickhouse-test b/tests/clickhouse-test
index d5736001d60..626d7ede814 100755
--- a/tests/clickhouse-test
+++ b/tests/clickhouse-test
@@ -180,7 +180,7 @@ def need_retry(stderr):
 
 def get_processlist(client_cmd):
     try:
-        return subprocess.check_output("{} --query 'SHOW PROCESSLIST FORMAT Vertical'".format(client_cmd), shell=True)
+        return subprocess.check_output("{} --query 'SHOW PROCESSLIST FORMAT Vertical'".format(client_cmd), shell=True).decode('utf-8')
     except:
         return "" #  server seems dead
 
@@ -189,7 +189,7 @@ def get_processlist(client_cmd):
 def get_stacktraces_from_gdb(server_pid):
     cmd = "gdb -batch -ex 'thread apply all backtrace' -p {}".format(server_pid)
     try:
-        return subprocess.check_output(cmd, shell=True)
+        return subprocess.check_output(cmd, shell=True).decode('utf-8')
     except Exception as ex:
         return "Error occured while receiving stack traces from gdb: {}".format(str(ex))
 
@@ -198,7 +198,10 @@ def get_stacktraces_from_gdb(server_pid):
 # it does not work in Sandbox
 def get_stacktraces_from_clickhouse(client):
     try:
-        return subprocess.check_output("{} --allow_introspection_functions=1 --query \"SELECT arrayStringConcat(arrayMap(x, y -> concat(x, ': ', y), arrayMap(x -> addressToLine(x), trace), arrayMap(x -> demangle(addressToSymbol(x)), trace)), '\n') as trace FROM system.stack_trace format Vertical\"".format(client), shell=True)
+        return subprocess.check_output("{} --allow_introspection_functions=1 --query "
+               "\"SELECT arrayStringConcat(arrayMap(x, y -> concat(x, ': ', y), arrayMap(x -> addressToLine(x), trace), "
+               "arrayMap(x -> demangle(addressToSymbol(x)), trace)), '\n') as trace "
+               "FROM system.stack_trace format Vertical\"".format(client), shell=True).decode('utf-8')
     except Exception as ex:
         return "Error occured while receiving stack traces from client: {}".format(str(ex))
 
diff --git a/tests/config/install.sh b/tests/config/install.sh
index ef9604904e7..ff96e46c947 100755
--- a/tests/config/install.sh
+++ b/tests/config/install.sh
@@ -30,6 +30,7 @@ ln -sf $SRC_PATH/config.d/database_atomic.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/users.d/log_queries.xml $DEST_SERVER_PATH/users.d/
 ln -sf $SRC_PATH/users.d/readonly.xml $DEST_SERVER_PATH/users.d/
 ln -sf $SRC_PATH/users.d/access_management.xml $DEST_SERVER_PATH/users.d/
+ln -sf $SRC_PATH/users.d/database_atomic_drop_detach_sync.xml $DEST_SERVER_PATH/users.d/
 
 ln -sf $SRC_PATH/ints_dictionary.xml $DEST_SERVER_PATH/
 ln -sf $SRC_PATH/strings_dictionary.xml $DEST_SERVER_PATH/
diff --git a/tests/config/users.d/database_atomic_drop_detach_sync.xml b/tests/config/users.d/database_atomic_drop_detach_sync.xml
new file mode 100644
index 00000000000..4313edf8be1
--- /dev/null
+++ b/tests/config/users.d/database_atomic_drop_detach_sync.xml
@@ -0,0 +1,7 @@
+<yandex>
+    <profiles>
+        <default>
+            <database_atomic_wait_for_drop_and_detach_synchronously>1</database_atomic_wait_for_drop_and_detach_synchronously>
+        </default>
+    </profiles>
+</yandex>
diff --git a/tests/fuzz/ast.dict b/tests/fuzz/ast.dict
index af759b6e805..fff02af1c4d 100644
--- a/tests/fuzz/ast.dict
+++ b/tests/fuzz/ast.dict
@@ -8,7 +8,6 @@
 "ALL"
 "ALTER LIVE VIEW"
 "ALTER TABLE"
-"ANALYZE"
 "and"
 "ANTI"
 "any"
diff --git a/tests/integration/README.md b/tests/integration/README.md
index bc64b686782..0886dc2cfac 100644
--- a/tests/integration/README.md
+++ b/tests/integration/README.md
@@ -14,7 +14,32 @@ Don't use Docker from your system repository.
 
 * [pip](https://pypi.python.org/pypi/pip) and `libpq-dev`. To install: `sudo apt-get install python3-pip libpq-dev zlib1g-dev libcrypto++-dev libssl-dev`
 * [py.test](https://docs.pytest.org/) testing framework. To install: `sudo -H pip install pytest`
-* [docker-compose](https://docs.docker.com/compose/) and additional python libraries. To install: `sudo -H pip install urllib3==1.23 pytest docker-compose==1.22.0 docker dicttoxml kazoo PyMySQL psycopg2==2.7.5 pymongo tzlocal kafka-python protobuf redis aerospike pytest-timeout minio confluent-kafka avro
+* [docker-compose](https://docs.docker.com/compose/) and additional python libraries. To install:
+
+```
+sudo -H pip install \
+    PyMySQL \
+    aerospike \
+    avro \
+    cassandra-driver \
+    confluent-kafka \
+    dicttoxml \
+    docker \
+    docker-compose==1.22.0 \
+    grpcio \
+    grpcio-tools \
+    kafka-python \
+    kazoo \
+    minio \
+    protobuf \
+    psycopg2-binary==2.7.5 \
+    pymongo \
+    pytest \
+    pytest-timeout \
+    redis \
+    tzlocal \
+    urllib3
+```
 
 (highly not recommended) If you really want to use OS packages on modern debian/ubuntu instead of "pip": `sudo apt install -y docker docker-compose python3-pytest python3-dicttoxml python3-docker python3-pymysql python3-pymongo python3-tzlocal python3-kazoo python3-psycopg2 kafka-python python3-pytest-timeout python3-minio`
 
diff --git a/tests/integration/helpers/cluster.py b/tests/integration/helpers/cluster.py
index 6b24bc30460..7c44065320b 100644
--- a/tests/integration/helpers/cluster.py
+++ b/tests/integration/helpers/cluster.py
@@ -814,6 +814,7 @@ services:
         tmpfs: {tmpfs}
         cap_add:
             - SYS_PTRACE
+            - NET_ADMIN
         depends_on: {depends_on}
         user: '{user}'
         env_file:
diff --git a/tests/integration/helpers/network.py b/tests/integration/helpers/network.py
index 194903efff4..add812bea58 100644
--- a/tests/integration/helpers/network.py
+++ b/tests/integration/helpers/network.py
@@ -19,6 +19,7 @@ class PartitionManager:
 
     def __init__(self):
         self._iptables_rules = []
+        self._netem_delayed_instances = []
         _NetworkManager.get()
 
     def drop_instance_zk_connections(self, instance, action='DROP'):
@@ -46,11 +47,18 @@ class PartitionManager:
         self._add_rule(create_rule(left, right))
         self._add_rule(create_rule(right, left))
 
+    def add_network_delay(self, instance, delay_ms):
+        self._add_tc_netem_delay(instance, delay_ms)
+
     def heal_all(self):
         while self._iptables_rules:
             rule = self._iptables_rules.pop()
             _NetworkManager.get().delete_iptables_rule(**rule)
 
+        while self._netem_delayed_instances:
+            instance = self._netem_delayed_instances.pop()
+            instance.exec_in_container(["bash", "-c", "tc qdisc del dev eth0 root netem"], user="root")
+
     def pop_rules(self):
         res = self._iptables_rules[:]
         self.heal_all()
@@ -73,6 +81,10 @@ class PartitionManager:
         _NetworkManager.get().delete_iptables_rule(**rule)
         self._iptables_rules.remove(rule)
 
+    def _add_tc_netem_delay(self, instance, delay_ms):
+        instance.exec_in_container(["bash", "-c", "tc qdisc add dev eth0 root netem delay {}ms".format(delay_ms)], user="root")
+        self._netem_delayed_instances.append(instance)
+
     def __enter__(self):
         return self
 
diff --git a/tests/integration/test_distributed_over_live_view/__init__.py b/tests/integration/test_MemoryTracking/__init__.py
similarity index 100%
rename from tests/integration/test_distributed_over_live_view/__init__.py
rename to tests/integration/test_MemoryTracking/__init__.py
diff --git a/tests/integration/test_MemoryTracking/configs/asynchronous_metrics_update_period_s.xml b/tests/integration/test_MemoryTracking/configs/asynchronous_metrics_update_period_s.xml
new file mode 100644
index 00000000000..ed131f41ede
--- /dev/null
+++ b/tests/integration/test_MemoryTracking/configs/asynchronous_metrics_update_period_s.xml
@@ -0,0 +1,4 @@
+<yandex>
+    <!-- this update period also syncs MemoryTracking with RSS, disable this, by using period = 1 day -->
+    <asynchronous_metrics_update_period_s>86400</asynchronous_metrics_update_period_s>
+</yandex>
diff --git a/tests/integration/test_MemoryTracking/configs/no_system_log.xml b/tests/integration/test_MemoryTracking/configs/no_system_log.xml
new file mode 100644
index 00000000000..7e235458d39
--- /dev/null
+++ b/tests/integration/test_MemoryTracking/configs/no_system_log.xml
@@ -0,0 +1,7 @@
+<yandex>
+    <metric_log remove="remove"/>
+    <query_masking_rules remove="remove"/>
+    <query_thread_log remove="remove"/>
+    <text_log remove="remove"/>
+    <trace_log remove="remove"/>
+</yandex>
diff --git a/tests/integration/test_MemoryTracking/test.py b/tests/integration/test_MemoryTracking/test.py
new file mode 100644
index 00000000000..a0ad8dc519d
--- /dev/null
+++ b/tests/integration/test_MemoryTracking/test.py
@@ -0,0 +1,95 @@
+# pylint: disable=unused-argument
+# pylint: disable=redefined-outer-name
+# pylint: disable=line-too-long
+
+import logging
+import pytest
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+
+node = cluster.add_instance('node', main_configs=[
+    'configs/no_system_log.xml',
+    'configs/asynchronous_metrics_update_period_s.xml',
+])
+
+logging.getLogger().setLevel(logging.INFO)
+logging.getLogger().addHandler(logging.StreamHandler())
+
+@pytest.fixture(scope='module', autouse=True)
+def start_cluster():
+    try:
+        cluster.start()
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+query_settings = {
+    'max_threads': 1,
+    'query_profiler_real_time_period_ns': 0,
+    'query_profiler_cpu_time_period_ns': 0,
+    'log_queries': 0,
+}
+sample_query = "SELECT groupArray(repeat('a', 1000)) FROM numbers(10000) GROUP BY number%10 FORMAT JSON"
+
+def query(*args, **kwargs):
+    if 'settings' not in kwargs:
+        kwargs['settings'] = query_settings
+    else:
+        kwargs['settings'].update(query_settings)
+    return node.query(*args, **kwargs)
+def http_query(*args, **kwargs):
+    if 'params' not in kwargs:
+        kwargs['params'] = query_settings
+    else:
+        kwargs['params'].update(query_settings)
+    return node.http_query(*args, **kwargs)
+
+def get_MemoryTracking():
+    return int(http_query("SELECT value FROM system.metrics WHERE metric = 'MemoryTracking'"))
+
+def check_memory(memory):
+    # 3 changes to MemoryTracking is minimum, since:
+    # - this is not that high to not detect inacuracy
+    # - memory can go like X/X+N due to some background allocations
+    # - memory can go like X/X+N/X, so at least 2 changes
+    changes_allowed = 3
+    # if number of samples is large enough, use 10% from them
+    # (actually most of the time there will be only few changes, it was made 10% to avoid flackiness)
+    changes_allowed_auto=int(len(memory) * 0.1)
+    changes_allowed = max(changes_allowed_auto, changes_allowed)
+
+    changed=len(set(memory))
+    logging.info('Changes: allowed=%s, actual=%s, sample=%s',
+        changes_allowed, changed, len(memory))
+    assert changed < changes_allowed
+
+def test_http():
+    memory = []
+    memory.append(get_MemoryTracking())
+    for _ in range(100):
+        http_query(sample_query)
+        memory.append(get_MemoryTracking())
+    check_memory(memory)
+
+def test_tcp_multiple_sessions():
+    memory = []
+    memory.append(get_MemoryTracking())
+    for _ in range(100):
+        query(sample_query)
+        memory.append(get_MemoryTracking())
+    check_memory(memory)
+
+def test_tcp_single_session():
+    memory = []
+    memory.append(get_MemoryTracking())
+    sample_queries = [
+        sample_query,
+        "SELECT metric, value FROM system.metrics WHERE metric = 'MemoryTracking'",
+    ] * 100
+    rows = query(';'.join(sample_queries))
+    memory = rows.split('\n')
+    memory = filter(lambda x: x.startswith('MemoryTracking'), memory)
+    memory = map(lambda x: x.split('\t')[1], memory)
+    memory = [*memory]
+    check_memory(memory)
diff --git a/tests/integration/test_concurrent_queries_for_all_users_restriction/__init__.py b/tests/integration/test_concurrent_queries_for_all_users_restriction/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_concurrent_queries_for_all_users_restriction/configs/user_restrictions.xml b/tests/integration/test_concurrent_queries_for_all_users_restriction/configs/user_restrictions.xml
new file mode 100644
index 00000000000..87790f2536c
--- /dev/null
+++ b/tests/integration/test_concurrent_queries_for_all_users_restriction/configs/user_restrictions.xml
@@ -0,0 +1,38 @@
+<yandex>
+    <profiles>
+        <default>
+            <max_memory_usage>10000000000</max_memory_usage>
+            <use_uncompressed_cache>0</use_uncompressed_cache>
+            <load_balancing>random</load_balancing>
+            <max_concurrent_queries_for_all_users>2</max_concurrent_queries_for_all_users>
+        </default>
+        <someuser>
+            <max_memory_usage>10000000000</max_memory_usage>
+            <use_uncompressed_cache>0</use_uncompressed_cache>
+            <load_balancing>random</load_balancing>
+        </someuser>
+    </profiles>
+    <users>
+        <default>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>default</profile>
+            <quota>default</quota>
+        </default>
+        <someuser>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>someuser</profile>
+            <quota>default</quota>
+        </someuser>
+    </users>
+
+    <quotas>
+        <default>
+        </default>
+    </quotas>
+</yandex>
diff --git a/tests/integration/test_concurrent_queries_for_all_users_restriction/test.py b/tests/integration/test_concurrent_queries_for_all_users_restriction/test.py
new file mode 100644
index 00000000000..ac6e87cdee5
--- /dev/null
+++ b/tests/integration/test_concurrent_queries_for_all_users_restriction/test.py
@@ -0,0 +1,41 @@
+import time
+from multiprocessing.dummy import Pool
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+
+node1 = cluster.add_instance('node1', user_configs=['configs/user_restrictions.xml'])
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+        node1.query("create table nums (number UInt64) ENGINE = MergeTree() order by tuple()")
+        node1.query("insert into nums values (0), (1)")
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+def test_exception_message(started_cluster):
+    assert node1.query("select number from nums order by number") == "0\n1\n"
+
+    def node_busy(_):
+        for i in range(10):
+            node1.query("select sleep(2)", user='someuser', ignore_error=True)
+
+    busy_pool = Pool(3)
+    busy_pool.map_async(node_busy, range(3))
+    time.sleep(1)  # wait a little until polling starts
+
+    with pytest.raises(Exception) as exc_info:
+        for i in range(3):
+            assert node1.query("select number from remote('node1', 'default', 'nums')", user='default') == "0\n1\n"
+    exc_info.match("Too many simultaneous queries for all users")
+
+    for i in range(3):
+        assert node1.query("select number from remote('node1', 'default', 'nums')", user='default',
+                           settings={'max_concurrent_queries_for_all_users': 0}) == "0\n1\n"
diff --git a/tests/integration/test_concurrent_ttl_merges/configs/log_conf.xml b/tests/integration/test_concurrent_ttl_merges/configs/log_conf.xml
new file mode 100644
index 00000000000..318a6bca95d
--- /dev/null
+++ b/tests/integration/test_concurrent_ttl_merges/configs/log_conf.xml
@@ -0,0 +1,12 @@
+<yandex>
+    <shutdown_wait_unfinished>3</shutdown_wait_unfinished>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+</yandex>
diff --git a/tests/integration/test_concurrent_ttl_merges/test.py b/tests/integration/test_concurrent_ttl_merges/test.py
index f067e65f58a..65bc3828b38 100644
--- a/tests/integration/test_concurrent_ttl_merges/test.py
+++ b/tests/integration/test_concurrent_ttl_merges/test.py
@@ -5,8 +5,8 @@ from helpers.cluster import ClickHouseCluster
 from helpers.test_tools import assert_eq_with_retry
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/fast_background_pool.xml'], with_zookeeper=True)
-node2 = cluster.add_instance('node2', main_configs=['configs/fast_background_pool.xml'], with_zookeeper=True)
+node1 = cluster.add_instance('node1', main_configs=['configs/fast_background_pool.xml', 'configs/log_conf.xml'], with_zookeeper=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/fast_background_pool.xml', 'configs/log_conf.xml'], with_zookeeper=True)
 
 
 @pytest.fixture(scope="module")
diff --git a/tests/integration/test_disabled_mysql_server/__init__.py b/tests/integration/test_disabled_mysql_server/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_disabled_mysql_server/configs/remote_servers.xml b/tests/integration/test_disabled_mysql_server/configs/remote_servers.xml
new file mode 100644
index 00000000000..de8e5865f12
--- /dev/null
+++ b/tests/integration/test_disabled_mysql_server/configs/remote_servers.xml
@@ -0,0 +1,12 @@
+<yandex>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <replica>
+                    <host>node1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+    </remote_servers>
+</yandex>
diff --git a/tests/integration/test_disabled_mysql_server/test.py b/tests/integration/test_disabled_mysql_server/test.py
new file mode 100644
index 00000000000..a2cbcb17534
--- /dev/null
+++ b/tests/integration/test_disabled_mysql_server/test.py
@@ -0,0 +1,60 @@
+import time
+import contextlib
+import pymysql.cursors
+import pytest
+import os
+import subprocess
+
+from helpers.client import QueryRuntimeException
+from helpers.cluster import ClickHouseCluster, get_docker_compose_path
+from helpers.network import PartitionManager
+
+cluster = ClickHouseCluster(__file__)
+clickhouse_node = cluster.add_instance('node1', main_configs=['configs/remote_servers.xml'], with_mysql=True)
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+class MySQLNodeInstance:
+    def __init__(self, user='root', password='clickhouse', hostname='127.0.0.1', port=3308):
+        self.user = user
+        self.port = port
+        self.hostname = hostname
+        self.password = password
+        self.mysql_connection = None   # lazy init
+
+    def alloc_connection(self):
+        if self.mysql_connection is None:
+            self.mysql_connection = pymysql.connect(user=self.user, password=self.password, host=self.hostname,
+                                                    port=self.port, autocommit=True)
+        return self.mysql_connection
+
+    def query(self, execution_query):
+        with self.alloc_connection().cursor() as cursor:
+            cursor.execute(execution_query)
+
+    def close(self):
+        if self.mysql_connection is not None:
+            self.mysql_connection.close()
+
+
+def test_disabled_mysql_server(started_cluster):
+    with contextlib.closing(MySQLNodeInstance()) as mysql_node:
+        mysql_node.query("CREATE DATABASE test_db;")
+        mysql_node.query("CREATE TABLE test_db.test_table ( `id` int(11) NOT NULL, PRIMARY KEY (`id`) ) ENGINE=InnoDB;")
+
+    with PartitionManager() as pm:
+        clickhouse_node.query("CREATE DATABASE test_db ENGINE = MySQL('mysql1:3306', 'test_db', 'root', 'clickhouse')")
+            
+        pm._add_rule({'source': clickhouse_node.ip_address, 'destination_port': 3306, 'action': 'DROP'})
+        clickhouse_node.query("SELECT * FROM system.parts")
+        clickhouse_node.query("SELECT * FROM system.mutations")
+        clickhouse_node.query("SELECT * FROM system.graphite_retentions")
+
+        clickhouse_node.query("DROP DATABASE test_db")
diff --git a/tests/integration/test_disk_types/test.py b/tests/integration/test_disk_types/test.py
index c748653bc82..ad09519a484 100644
--- a/tests/integration/test_disk_types/test.py
+++ b/tests/integration/test_disk_types/test.py
@@ -21,8 +21,8 @@ def cluster():
 
 def test_different_types(cluster):
     node = cluster.instances["node"]
-    responce = node.query("SELECT * FROM system.disks")
-    disks = responce.split("\n")
+    response = node.query("SELECT * FROM system.disks")
+    disks = response.split("\n")
     for disk in disks:
         if disk == '':  # skip empty line (after split at last position)
             continue
diff --git a/tests/integration/test_distributed_load_balancing/test.py b/tests/integration/test_distributed_load_balancing/test.py
index e7b86a210bd..0758dc38ba7 100644
--- a/tests/integration/test_distributed_load_balancing/test.py
+++ b/tests/integration/test_distributed_load_balancing/test.py
@@ -26,7 +26,7 @@ def bootstrap():
         # just after server starts (+ 2 seconds, reload timeout).
         #
         # And on configuration reload the clusters will be re-created, so some
-        # internal stuff will be reseted:
+        # internal stuff will be reset:
         # - error_count
         # - last_used (round_robing)
         #
diff --git a/tests/integration/test_distributed_over_live_view/configs/set_distributed_defaults.xml b/tests/integration/test_distributed_over_live_view/configs/set_distributed_defaults.xml
deleted file mode 100644
index 194eb1ebb87..00000000000
--- a/tests/integration/test_distributed_over_live_view/configs/set_distributed_defaults.xml
+++ /dev/null
@@ -1,35 +0,0 @@
-<yandex>
-    <profiles>
-        <default>
-            <connections_with_failover_max_tries>3</connections_with_failover_max_tries>
-            <connect_timeout_with_failover_ms>1000</connect_timeout_with_failover_ms>
-            <min_insert_block_size_rows>1</min_insert_block_size_rows>
-        </default>
-        <delays>
-            <connections_with_failover_max_tries>5</connections_with_failover_max_tries>
-            <connect_timeout_with_failover_ms>3000</connect_timeout_with_failover_ms>
-            <min_insert_block_size_rows>1</min_insert_block_size_rows>
-        </delays>
-    </profiles>
-
-    <users>
-        <default>
-            <password></password>
-            <networks incl="networks" replace="replace">
-                <ip>::/0</ip>
-            </networks>
-            <profile>default</profile>
-            <quota>default</quota>
-        </default>
-        <ready_to_wait>
-            <password></password>
-            <networks incl="networks" replace="replace">
-                <ip>::/0</ip>
-            </networks>
-            <profile>delays</profile>
-            <quota>default</quota>
-        </ready_to_wait>
-    </users>
-
-    <quotas><default></default></quotas>
-</yandex>
diff --git a/tests/integration/test_distributed_over_live_view/test.py b/tests/integration/test_distributed_over_live_view/test.py
deleted file mode 100644
index 78b90024ebf..00000000000
--- a/tests/integration/test_distributed_over_live_view/test.py
+++ /dev/null
@@ -1,276 +0,0 @@
-
-
-import sys
-import time
-
-import pytest
-from helpers.cluster import ClickHouseCluster
-from helpers.uclient import client, prompt, end_of_block
-
-cluster = ClickHouseCluster(__file__)
-
-# log = sys.stdout
-log = None
-
-NODES = {'node' + str(i): cluster.add_instance(
-    'node' + str(i),
-    main_configs=['configs/remote_servers.xml'],
-    user_configs=['configs/set_distributed_defaults.xml'],
-) for i in (1, 2)}
-
-CREATE_TABLES_SQL = '''
-DROP TABLE IF EXISTS lv_over_base_table;
-DROP TABLE IF EXISTS distributed_table;
-DROP TABLE IF EXISTS base_table;
-
-SET allow_experimental_live_view = 1;
-
-CREATE TABLE
-    base_table(
-        node String,
-        key Int32,
-        value Int32
-    )
-ENGINE = Memory;
-
-CREATE LIVE VIEW lv_over_base_table AS SELECT * FROM base_table;
-
-CREATE TABLE
-    distributed_table
-AS base_table
-ENGINE = Distributed(test_cluster, default, base_table, rand());
-'''
-
-INSERT_SQL_TEMPLATE = "INSERT INTO base_table VALUES ('{node_id}', {key}, {value})"
-
-
-@pytest.fixture(scope="function")
-def started_cluster():
-    try:
-        cluster.start()
-        for node_index, (node_name, node) in enumerate(NODES.items()):
-            node.query(CREATE_TABLES_SQL)
-            for i in range(0, 2):
-                sql = INSERT_SQL_TEMPLATE.format(node_id=node_name, key=i, value=i + (node_index * 10))
-                node.query(sql)
-        yield cluster
-
-    finally:
-        cluster.shutdown()
-
-def poll_query(node, query, expected, timeout):
-    """Repeatedly execute query until either expected result is returned or timeout occurs.
-    """
-    start_time = time.time()
-    while node.query(query) != expected and time.time() - start_time < timeout:
-        pass
-    assert node.query(query) == expected
-
-@pytest.mark.parametrize("node", list(NODES.values())[:1])
-@pytest.mark.parametrize("source", ["lv_over_distributed_table"])
-class TestLiveViewOverDistributedSuite:
-    def test_distributed_over_live_view_order_by_node(self, started_cluster, node, source):
-        node0, node1 = list(NODES.values())
-
-        select_query = "SELECT * FROM distributed_over_lv ORDER BY node, key FORMAT CSV"
-        select_query_dist_table = "SELECT * FROM distributed_table ORDER BY node, key FORMAT CSV"
-        select_count_query = "SELECT count() FROM distributed_over_lv"
-
-        with client(name="client1> ", log=log, command=" ".join(node0.client.command)) as client1, \
-                client(name="client2> ", log=log, command=" ".join(node1.client.command)) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS distributed_over_lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE TABLE distributed_over_lv AS lv_over_base_table ENGINE = Distributed(test_cluster, default, lv_over_base_table)")
-            client1.expect(prompt)
-
-            client1.send(select_query)
-            client1.expect('"node1",0,0')
-            client1.expect('"node1",1,1')
-            client1.expect('"node2",0,10')
-            client1.expect('"node2",1,11')
-            client1.expect(prompt)
-
-            client1.send("INSERT INTO distributed_table VALUES ('node1', 1, 3), ('node1', 2, 3)")
-            client1.expect(prompt)
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 3, 3)")
-            client2.expect(prompt)
-
-            poll_query(node0, select_count_query, "7\n", timeout=60)
-            print("\n--DEBUG1--")
-            print(select_query)
-            print(node0.query(select_query))
-            print("---------")
-            print("\n--DEBUG2--")
-            print(select_query_dist_table)
-            print(node0.query(select_query_dist_table))
-            print("---------")
-
-            client1.send(select_query)
-            client1.expect('"node1",0,0')
-            client1.expect('"node1",1,1')
-            client1.expect('"node1",1,3')
-            client1.expect('"node1",2,3')
-            client1.expect('"node1",3,3')
-            client1.expect('"node2",0,10')
-            client1.expect('"node2",1,11')
-            client1.expect(prompt)
-
-    def test_distributed_over_live_view_order_by_key(self, started_cluster, node, source):
-        node0, node1 = list(NODES.values())
-
-        select_query = "SELECT * FROM distributed_over_lv ORDER BY key, node FORMAT CSV"
-        select_count_query = "SELECT count() FROM distributed_over_lv"
-
-        with client(name="client1> ", log=log, command=" ".join(node0.client.command)) as client1, \
-                client(name="client2> ", log=log, command=" ".join(node1.client.command)) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS distributed_over_lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE TABLE distributed_over_lv AS lv_over_base_table ENGINE = Distributed(test_cluster, default, lv_over_base_table)")
-            client1.expect(prompt)
-
-            client1.send(select_query)
-            client1.expect('"node1",0,0')
-            client1.expect('"node2",0,10')
-            client1.expect('"node1",1,1')
-            client1.expect('"node2",1,11')
-            client1.expect(prompt)
-
-            client1.send("INSERT INTO distributed_table VALUES ('node1', 1, 3), ('node1', 2, 3)")
-            client1.expect(prompt)
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 3, 3)")
-            client2.expect(prompt)
-
-            poll_query(node0, select_count_query, "7\n", timeout=60)
-
-            client1.send(select_query)
-            client1.expect('"node1",0,0')
-            client1.expect('"node2",0,10')
-            client1.expect('"node1",1,1')
-            client1.expect('"node1",1,3')
-            client1.expect('"node2",1,11')
-            client1.expect('"node1",2,3')
-            client1.expect('"node1",3,3')
-            client1.expect(prompt)
-
-    def test_distributed_over_live_view_group_by_node(self, started_cluster, node, source):
-        node0, node1 = list(NODES.values())
-
-        select_query = "SELECT node, SUM(value) FROM distributed_over_lv GROUP BY node ORDER BY node FORMAT CSV"
-
-        with client(name="client1> ", log=log, command=" ".join(node0.client.command)) as client1, \
-                client(name="client2> ", log=log, command=" ".join(node1.client.command)) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS distributed_over_lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE TABLE distributed_over_lv AS lv_over_base_table ENGINE = Distributed(test_cluster, default, lv_over_base_table)")
-            client1.expect(prompt)
-
-            client1.send(select_query)
-            client1.expect('"node1",1')
-            client1.expect('"node2",21')
-            client1.expect(prompt)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-
-            poll_query(node0, select_query, '"node1",3\n"node2",21\n', timeout=60)
-
-            client1.send(select_query)
-            client1.expect('"node1",3')
-            client1.expect('"node2",21')
-            client1.expect(prompt)
-
-            client1.send("INSERT INTO distributed_table VALUES ('node1', 1, 3), ('node1', 3, 3)")
-            client1.expect(prompt)
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 3, 3)")
-            client2.expect(prompt)
-
-            poll_query(node0, select_query, '"node1",12\n"node2",21\n', timeout=60)
-
-            client1.send(select_query)
-            client1.expect('"node1",12')
-            client1.expect('"node2",21')
-            client1.expect(prompt)
-
-    def test_distributed_over_live_view_group_by_key(self, started_cluster, node, source):
-        node0, node1 = list(NODES.values())
-
-        select_query = "SELECT key, SUM(value) FROM distributed_over_lv GROUP BY key ORDER BY key FORMAT CSV"
-
-        with client(name="client1> ", log=log, command=" ".join(node0.client.command)) as client1, \
-                client(name="client2> ", log=log, command=" ".join(node1.client.command)) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS distributed_over_lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE TABLE distributed_over_lv AS lv_over_base_table ENGINE = Distributed(test_cluster, default, lv_over_base_table)")
-            client1.expect(prompt)
-
-            client1.send(select_query)
-            client1.expect('0,10')
-            client1.expect('1,12')
-            client1.expect(prompt)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-
-            poll_query(node0, "SELECT count() FROM (%s)" % select_query.rsplit("FORMAT")[0], "3\n", timeout=60)
-
-            client1.send(select_query)
-            client1.expect('0,10')
-            client1.expect('1,12')
-            client1.expect('2,2')
-            client1.expect(prompt)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 1, 3), ('node1', 3, 3)")
-            client2.expect(prompt)
-
-            poll_query(node0, "SELECT count() FROM (%s)" % select_query.rsplit("FORMAT")[0], "4\n", timeout=60)
-
-            client1.send(select_query)
-            client1.expect('0,10')
-            client1.expect('1,15')
-            client1.expect('2,2')
-            client1.expect('3,3')
-            client1.expect(prompt)
-
-    def test_distributed_over_live_view_sum(self, started_cluster, node, source):
-        node0, node1 = list(NODES.values())
-
-        with client(name="client1> ", log=log, command=" ".join(node0.client.command)) as client1, \
-                client(name="client2> ", log=log, command=" ".join(node1.client.command)) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS distributed_over_lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE TABLE distributed_over_lv AS lv_over_base_table ENGINE = Distributed(test_cluster, default, lv_over_base_table)")
-            client1.expect(prompt)
-
-            client1.send("SELECT sum(value) FROM distributed_over_lv")
-            client1.expect(r"22" + end_of_block)
-            client1.expect(prompt)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-
-            poll_query(node0, "SELECT sum(value) FROM distributed_over_lv", "24\n", timeout=60)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 3, 3), ('node1', 4, 4)")
-            client2.expect(prompt)
-
-            poll_query(node0, "SELECT sum(value) FROM distributed_over_lv", "31\n", timeout=60)
diff --git a/tests/integration/test_fetch_partition_with_outdated_parts/__init__.py b/tests/integration/test_fetch_partition_with_outdated_parts/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_fetch_partition_with_outdated_parts/configs/zookeeper_config.xml b/tests/integration/test_fetch_partition_with_outdated_parts/configs/zookeeper_config.xml
new file mode 100644
index 00000000000..b2b0667ebbf
--- /dev/null
+++ b/tests/integration/test_fetch_partition_with_outdated_parts/configs/zookeeper_config.xml
@@ -0,0 +1,28 @@
+<yandex>
+    <zookeeper>
+        <node index="1">
+            <host>zoo1</host>
+            <port>2181</port>
+        </node>
+        <node index="2">
+            <host>zoo2</host>
+            <port>2181</port>
+        </node>
+        <node index="3">
+            <host>zoo3</host>
+            <port>2181</port>
+        </node>
+    </zookeeper>
+    <auxiliary_zookeepers>
+        <zookeeper2>
+            <node index="1">
+                <host>zoo1</host>
+                <port>2181</port>
+            </node>
+            <node index="2">
+                <host>zoo2</host>
+                <port>2181</port>
+            </node>
+        </zookeeper2>
+    </auxiliary_zookeepers>
+</yandex>
diff --git a/tests/integration/test_fetch_partition_with_outdated_parts/test.py b/tests/integration/test_fetch_partition_with_outdated_parts/test.py
new file mode 100644
index 00000000000..08d5e53e41e
--- /dev/null
+++ b/tests/integration/test_fetch_partition_with_outdated_parts/test.py
@@ -0,0 +1,44 @@
+from __future__ import print_function
+from helpers.cluster import ClickHouseCluster
+from helpers.client import QueryRuntimeException
+import helpers
+import pytest
+
+
+cluster = ClickHouseCluster(__file__)
+node = cluster.add_instance("node", main_configs=["configs/zookeeper_config.xml"], with_zookeeper=True)
+
+
+
+@pytest.fixture(scope="module")
+def start_cluster():
+    try:
+        cluster.start()
+
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+def test_fetch_partition_with_outdated_parts(start_cluster):
+    node.query(
+        "CREATE TABLE simple (date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/0/simple', 'node') ORDER BY tuple() PARTITION BY date;"
+    )
+    node.query("INSERT INTO simple VALUES ('2020-08-27', 1)")
+
+    node.query(
+        "CREATE TABLE simple2 (date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/1/simple', 'node') ORDER BY tuple() PARTITION BY date;"
+    )
+    node.query("INSERT INTO simple2 VALUES ('2020-08-27', 2)")
+    node.query("INSERT INTO simple2 VALUES ('2020-08-27', 3)")
+    node.query("OPTIMIZE TABLE simple2 FINAL")
+
+    # until now both tables will have the same part
+
+    node.query(
+        "ALTER TABLE simple2 FETCH PARTITION '2020-08-27' FROM 'zookeeper2:/clickhouse/tables/0/simple';"
+    )
+
+    node.query("ALTER TABLE simple2 ATTACH PARTITION '2020-08-27';")
+
+    assert node.query("SELECT id FROM simple2 order by id").strip() == "1\n2\n3"
diff --git a/tests/integration/test_input_format_parallel_parsing_memory_tracking/configs/asynchronous_metrics_update_period_s.xml b/tests/integration/test_input_format_parallel_parsing_memory_tracking/configs/asynchronous_metrics_update_period_s.xml
new file mode 100644
index 00000000000..ed131f41ede
--- /dev/null
+++ b/tests/integration/test_input_format_parallel_parsing_memory_tracking/configs/asynchronous_metrics_update_period_s.xml
@@ -0,0 +1,4 @@
+<yandex>
+    <!-- this update period also syncs MemoryTracking with RSS, disable this, by using period = 1 day -->
+    <asynchronous_metrics_update_period_s>86400</asynchronous_metrics_update_period_s>
+</yandex>
diff --git a/tests/integration/test_input_format_parallel_parsing_memory_tracking/test.py b/tests/integration/test_input_format_parallel_parsing_memory_tracking/test.py
index 69c7a5821fd..e8866d3a235 100644
--- a/tests/integration/test_input_format_parallel_parsing_memory_tracking/test.py
+++ b/tests/integration/test_input_format_parallel_parsing_memory_tracking/test.py
@@ -8,7 +8,10 @@ from helpers.cluster import ClickHouseCluster
 
 cluster = ClickHouseCluster(__file__)
 
-instance = cluster.add_instance('instance', main_configs=['configs/conf.xml'])
+instance = cluster.add_instance('instance', main_configs=[
+    'configs/conf.xml',
+    'configs/asynchronous_metrics_update_period_s.xml',
+])
 
 
 @pytest.fixture(scope='module', autouse=True)
diff --git a/tests/integration/test_merge_tree_s3_failover/configs/config.d/instant_moves.xml b/tests/integration/test_merge_tree_s3_failover/configs/config.d/instant_moves.xml
new file mode 100644
index 00000000000..7b68c6946ca
--- /dev/null
+++ b/tests/integration/test_merge_tree_s3_failover/configs/config.d/instant_moves.xml
@@ -0,0 +1,4 @@
+<yandex>
+    <background_move_processing_pool_thread_sleep_seconds>0.5</background_move_processing_pool_thread_sleep_seconds>
+    <background_move_processing_pool_task_sleep_seconds_when_no_work_max>0.5</background_move_processing_pool_task_sleep_seconds_when_no_work_max>
+</yandex>
diff --git a/tests/integration/test_merge_tree_s3_failover/configs/config.d/part_log.xml b/tests/integration/test_merge_tree_s3_failover/configs/config.d/part_log.xml
new file mode 100644
index 00000000000..fb449ee4ad5
--- /dev/null
+++ b/tests/integration/test_merge_tree_s3_failover/configs/config.d/part_log.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </part_log>
+</yandex>
diff --git a/tests/integration/test_merge_tree_s3_failover/configs/config.d/storage_conf.xml b/tests/integration/test_merge_tree_s3_failover/configs/config.d/storage_conf.xml
index d4d53ab5efe..bcd5ef97a09 100644
--- a/tests/integration/test_merge_tree_s3_failover/configs/config.d/storage_conf.xml
+++ b/tests/integration/test_merge_tree_s3_failover/configs/config.d/storage_conf.xml
@@ -12,6 +12,7 @@
                 <!-- Avoid extra retries to speed up tests -->
                 <retry_attempts>0</retry_attempts>
             </s3>
+            <default/>
         </disks>
         <policies>
             <s3>
@@ -21,6 +22,16 @@
                     </main>
                 </volumes>
             </s3>
+            <s3_cold>
+                <volumes>
+                    <main>
+                        <disk>default</disk>
+                    </main>
+                    <external>
+                        <disk>s3</disk>
+                    </external>
+                </volumes>
+            </s3_cold>
         </policies>
     </storage_configuration>
 </yandex>
diff --git a/tests/integration/test_merge_tree_s3_failover/test.py b/tests/integration/test_merge_tree_s3_failover/test.py
index 59006e2e99a..11a1e464cb6 100644
--- a/tests/integration/test_merge_tree_s3_failover/test.py
+++ b/tests/integration/test_merge_tree_s3_failover/test.py
@@ -45,7 +45,10 @@ def cluster():
     try:
         cluster = ClickHouseCluster(__file__)
         cluster.add_instance("node",
-                             main_configs=["configs/config.d/log_conf.xml", "configs/config.d/storage_conf.xml"],
+                             main_configs=["configs/config.d/log_conf.xml",
+                                           "configs/config.d/storage_conf.xml",
+                                           "configs/config.d/instant_moves.xml",
+                                           "configs/config.d/part_log.xml"],
                              with_minio=True)
         logging.info("Starting cluster...")
         cluster.start()
@@ -115,3 +118,60 @@ def test_write_failover(cluster, min_bytes_for_wide_part, request_count):
 
             assert node.query("CHECK TABLE s3_failover_test") == '1\n'
             assert node.query("SELECT * FROM s3_failover_test FORMAT Values") == data
+
+
+# Check that second data part move is ended successfully if first attempt was failed.
+def test_move_failover(cluster):
+    node = cluster.instances["node"]
+
+    node.query(
+        """
+        CREATE TABLE s3_failover_test (
+            dt DateTime,
+            id Int64,
+            data String
+        ) ENGINE=MergeTree()
+        ORDER BY id
+        TTL dt + INTERVAL 3 SECOND TO VOLUME 'external'
+        SETTINGS storage_policy='s3_cold'
+        """
+    )
+
+    # Fail a request to S3 to break first TTL move.
+    fail_request(cluster, 1)
+
+    node.query("INSERT INTO s3_failover_test VALUES (now() - 2, 0, 'data'), (now() - 2, 1, 'data')")
+
+    # Wait for part move to S3.
+    max_attempts = 10
+    for attempt in range(max_attempts + 1):
+        disk = node.query("SELECT disk_name FROM system.parts WHERE table='s3_failover_test' LIMIT 1")
+        if disk != "s3\n":
+            if attempt == max_attempts:
+                assert disk == "s3\n", "Expected move to S3 while part still on disk " + disk
+            else:
+                time.sleep(1)
+        else:
+            break
+
+    # Ensure part_log is created.
+    node.query("SYSTEM FLUSH LOGS")
+
+    # There should be 2 attempts to move part.
+    assert node.query("""
+        SELECT count(*) FROM system.part_log 
+        WHERE event_type='MovePart' AND table='s3_failover_test'
+        """) == '2\n'
+
+    # First attempt should be failed with expected error.
+    exception = node.query("""
+        SELECT exception FROM system.part_log 
+        WHERE event_type='MovePart' AND table='s3_failover_test' AND notEmpty(exception)
+        ORDER BY event_time
+        LIMIT 1
+        """)
+    assert exception.find("Expected Error") != -1, exception
+
+    # Ensure data is not corrupted.
+    assert node.query("CHECK TABLE s3_failover_test") == '1\n'
+    assert node.query("SELECT id,data FROM s3_failover_test FORMAT Values") == "(0,'data'),(1,'data')"
diff --git a/tests/integration/test_multiple_disks/configs/config.d/storage_configuration.xml b/tests/integration/test_multiple_disks/configs/config.d/storage_configuration.xml
index 9abbdd26650..5b916dab984 100644
--- a/tests/integration/test_multiple_disks/configs/config.d/storage_configuration.xml
+++ b/tests/integration/test_multiple_disks/configs/config.d/storage_configuration.xml
@@ -23,6 +23,7 @@
             <volumes>
                 <main>
                     <disk>jbod1</disk>
+                    <move_factor>0.08</move_factor>
                 </main>
                 <external>
                     <disk>external</disk>
@@ -30,6 +31,18 @@
             </volumes>
         </small_jbod_with_external>
 
+        <small_jbod_with_external_no_merges>
+            <volumes>
+                <main>
+                    <disk>jbod1</disk>
+                </main>
+                <external>
+                    <disk>external</disk>
+                    <prefer_not_to_merge>true</prefer_not_to_merge>
+                </external>
+            </volumes>
+        </small_jbod_with_external_no_merges>
+
         <one_more_small_jbod_with_external>
             <volumes>
                 <m>
diff --git a/tests/integration/test_multiple_disks/test.py b/tests/integration/test_multiple_disks/test.py
index 5058bcf368e..24ee6c0493b 100644
--- a/tests/integration/test_multiple_disks/test.py
+++ b/tests/integration/test_multiple_disks/test.py
@@ -76,6 +76,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "small_jbod_with_external",
@@ -85,6 +86,27 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
+        },
+        {
+            "policy_name": "small_jbod_with_external_no_merges",
+            "volume_name": "main",
+            "volume_priority": "1",
+            "disks": ["jbod1"],
+            "volume_type": "JBOD",
+            "max_data_part_size": "0",
+            "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
+        },
+        {
+            "policy_name": "small_jbod_with_external_no_merges",
+            "volume_name": "external",
+            "volume_priority": "2",
+            "disks": ["external"],
+            "volume_type": "JBOD",
+            "max_data_part_size": "0",
+            "move_factor": 0.1,
+            "prefer_not_to_merge": 1,
         },
         {
             "policy_name": "one_more_small_jbod_with_external",
@@ -94,6 +116,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "one_more_small_jbod_with_external",
@@ -103,6 +126,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "jbods_with_external",
@@ -112,6 +136,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "10485760",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "jbods_with_external",
@@ -121,6 +146,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "moving_jbod_with_external",
@@ -130,6 +156,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.7,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "moving_jbod_with_external",
@@ -139,6 +166,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.7,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "default_disk_with_external",
@@ -148,6 +176,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "2097152",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "default_disk_with_external",
@@ -157,6 +186,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "20971520",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "special_warning_policy",
@@ -166,6 +196,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "special_warning_policy",
@@ -175,6 +206,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "0",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "special_warning_policy",
@@ -184,6 +216,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "1024",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
         {
             "policy_name": "special_warning_policy",
@@ -193,6 +226,7 @@ def test_system_tables(start_cluster):
             "volume_type": "JBOD",
             "max_data_part_size": "1024000000",
             "move_factor": 0.1,
+            "prefer_not_to_merge": 0,
         },
     ]
 
@@ -252,7 +286,7 @@ def test_query_parser(start_cluster):
             node1.query(
                 "ALTER TABLE table_with_normal_policy MODIFY SETTING storage_policy='moving_jbod_with_external'")
     finally:
-        node1.query("DROP TABLE IF EXISTS table_with_normal_policy")
+        node1.query("DROP TABLE IF EXISTS table_with_normal_policy SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -293,7 +327,7 @@ def test_alter_policy(start_cluster, name, engine):
             name=name)) == "jbods_with_external\n"
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 def get_random_string(length):
@@ -306,6 +340,9 @@ def get_used_disks_for_table(node, table_name):
             table_name)).strip().split('\n')
 
 
+def get_used_parts_for_table(node, table_name):
+    return node.query("SELECT name FROM system.parts WHERE table = '{}' AND active = 1 ORDER BY modification_time".format(table_name)).splitlines()
+
 def test_no_warning_about_zero_max_data_part_size(start_cluster):
     def get_log(node):
         return node.exec_in_container(["bash", "-c", "cat /var/log/clickhouse-server/clickhouse-server.log"])
@@ -318,9 +355,7 @@ def test_no_warning_about_zero_max_data_part_size(start_cluster):
             ORDER BY tuple()
             SETTINGS storage_policy='small_jbod_with_external'
         """)
-        node.query("""
-            DROP TABLE default.test_warning_table
-        """)
+        node.query("DROP TABLE default.test_warning_table SYNC")
         log = get_log(node)
         assert not re.search("Warning.*Volume.*special_warning_zero_volume", log)
         assert not re.search("Warning.*Volume.*special_warning_default_volume", log)
@@ -361,7 +396,7 @@ def test_round_robin(start_cluster, name, engine):
         assert used_disks[0] != used_disks[1]
         assert used_disks[2] == used_disks[0]
     finally:
-        node1.query("DROP TABLE IF EXISTS {}".format(name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -370,6 +405,8 @@ def test_round_robin(start_cluster, name, engine):
 ])
 def test_max_data_part_size(start_cluster, name, engine):
     try:
+        assert int(*node1.query("""SELECT max_data_part_size FROM system.storage_policies WHERE policy_name = 'jbods_with_external' AND volume_name = 'main'""").splitlines()) == 10*1024*1024
+
         node1.query("""
             CREATE TABLE {name} (
                 s1 String
@@ -386,7 +423,7 @@ def test_max_data_part_size(start_cluster, name, engine):
         assert len(used_disks) == 1
         assert used_disks[0] == 'external'
     finally:
-        node1.query("DROP TABLE IF EXISTS {}".format(name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -403,7 +440,7 @@ def test_jbod_overflow(start_cluster, name, engine):
             SETTINGS storage_policy='small_jbod_with_external'
         """.format(name=name, engine=engine))
 
-        node1.query("SYSTEM STOP MERGES")
+        node1.query(f"SYSTEM STOP MERGES {name}")
 
         # small jbod size is 40MB, so lets insert 5MB batch 7 times
         for i in range(7):
@@ -426,7 +463,7 @@ def test_jbod_overflow(start_cluster, name, engine):
 
         assert used_disks[-1] == 'external'
 
-        node1.query("SYSTEM START MERGES")
+        node1.query(f"SYSTEM START MERGES {name}")
         time.sleep(1)
 
         node1.query("OPTIMIZE TABLE {} FINAL".format(name))
@@ -439,7 +476,7 @@ def test_jbod_overflow(start_cluster, name, engine):
         assert all(disk == 'external' for disk in disks_for_merges)
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {}".format(name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -456,6 +493,8 @@ def test_background_move(start_cluster, name, engine):
             SETTINGS storage_policy='moving_jbod_with_external'
         """.format(name=name, engine=engine))
 
+        node1.query(f"SYSTEM STOP MERGES {name}")
+
         for i in range(5):
             data = []  # 5MB in total
             for i in range(5):
@@ -484,8 +523,10 @@ def test_background_move(start_cluster, name, engine):
         # first (oldest) part was moved to external
         assert path.startswith("/external")
 
+        node1.query(f"SYSTEM START MERGES {name}")
+
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -572,7 +613,7 @@ def test_start_stop_moves(start_cluster, name, engine):
         assert used_disks[0] == 'external'
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 def get_path_for_part_from_part_log(node, table, part_name):
@@ -660,7 +701,7 @@ def test_alter_move(start_cluster, name, engine):
         assert node1.query("SELECT COUNT() FROM {}".format(name)) == "4\n"
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("volume_or_disk", [
@@ -709,7 +750,7 @@ def test_alter_move_half_of_partition(start_cluster, volume_or_disk):
         assert node1.query("SELECT COUNT() FROM {}".format(name)) == "2\n"
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("volume_or_disk", [
@@ -753,7 +794,7 @@ def test_alter_double_move_partition(start_cluster, volume_or_disk):
                                                                                                      volume_or_disk=volume_or_disk))
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 def produce_alter_move(node, name):
@@ -832,12 +873,12 @@ def test_concurrent_alter_move(start_cluster, name, engine):
             tasks.append(p.apply_async(optimize_table, (100,)))
 
         for task in tasks:
-            task.get(timeout=120)
+            task.get(timeout=240)
 
         assert node1.query("SELECT 1") == "1\n"
         assert node1.query("SELECT COUNT() FROM {}".format(name)) == "500\n"
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -890,7 +931,7 @@ def test_concurrent_alter_move_and_drop(start_cluster, name, engine):
         assert node1.query("SELECT 1") == "1\n"
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -921,7 +962,7 @@ def test_detach_attach(start_cluster, name, engine):
         assert node1.query("SELECT count() FROM {}".format(name)).strip() == "5"
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -967,7 +1008,7 @@ def test_mutate_to_another_disk(start_cluster, name, engine):
 
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 @pytest.mark.parametrize("name,engine", [
@@ -1025,7 +1066,7 @@ def test_concurrent_alter_modify(start_cluster, name, engine):
         assert node1.query("SELECT COUNT() FROM {}".format(name)) == "100\n"
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 def test_simple_replication_and_moves(start_cluster):
@@ -1092,7 +1133,7 @@ def test_simple_replication_and_moves(start_cluster):
         set(disks2) == set(["jbod1", "external"])
     finally:
         for node in [node1, node2]:
-            node.query("DROP TABLE IF EXISTS replicated_table_for_moves")
+            node.query("DROP TABLE IF EXISTS replicated_table_for_moves SYNC")
 
 
 def test_download_appropriate_disk(start_cluster):
@@ -1126,7 +1167,7 @@ def test_download_appropriate_disk(start_cluster):
 
     finally:
         for node in [node1, node2]:
-            node.query("DROP TABLE IF EXISTS replicated_table_for_download")
+            node.query("DROP TABLE IF EXISTS replicated_table_for_download SYNC")
 
 
 def test_rename(start_cluster):
@@ -1163,9 +1204,9 @@ def test_rename(start_cluster):
             node1.query("SELECT COUNT() FROM default.renaming_table1")
 
     finally:
-        node1.query("DROP TABLE IF EXISTS default.renaming_table")
-        node1.query("DROP TABLE IF EXISTS default.renaming_table1")
-        node1.query("DROP TABLE IF EXISTS test.renaming_table2")
+        node1.query("DROP TABLE IF EXISTS default.renaming_table SYNC")
+        node1.query("DROP TABLE IF EXISTS default.renaming_table1 SYNC")
+        node1.query("DROP TABLE IF EXISTS test.renaming_table2 SYNC")
 
 
 def test_freeze(start_cluster):
@@ -1199,7 +1240,7 @@ def test_freeze(start_cluster):
         node1.exec_in_container(["bash", "-c", "find /external/shadow -name '*.mrk2' | grep '.*'"])
 
     finally:
-        node1.query("DROP TABLE IF EXISTS default.freezing_table")
+        node1.query("DROP TABLE IF EXISTS default.freezing_table SYNC")
         node1.exec_in_container(["rm", "-rf", "/jbod1/shadow", "/external/shadow"])
 
 
@@ -1243,7 +1284,7 @@ def test_kill_while_insert(start_cluster):
 
     finally:
         try:
-            node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+            node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
         except:
             """ClickHouse may be inactive at this moment and we don't want to mask a meaningful exception."""
 
@@ -1263,8 +1304,7 @@ def test_move_while_merge(start_cluster):
         node1.query("INSERT INTO {name} VALUES (1)".format(name=name))
         node1.query("INSERT INTO {name} VALUES (2)".format(name=name))
 
-        parts = node1.query(
-            "SELECT name FROM system.parts WHERE table = '{name}' AND active = 1".format(name=name)).splitlines()
+        parts = get_used_parts_for_table(node1, name)
         assert len(parts) == 2
 
         def optimize():
@@ -1305,7 +1345,7 @@ def test_move_while_merge(start_cluster):
         assert node1.query("SELECT count() FROM {name}".format(name=name)).splitlines() == ["2"]
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
 
 
 def test_move_across_policies_does_not_work(start_cluster):
@@ -1329,7 +1369,10 @@ def test_move_across_policies_does_not_work(start_cluster):
         """.format(name=name))
 
         node1.query("""INSERT INTO {name} VALUES (1)""".format(name=name))
-        node1.query("""ALTER TABLE {name} MOVE PARTITION tuple() TO DISK 'jbod2'""".format(name=name))
+        try:
+            node1.query("""ALTER TABLE {name} MOVE PARTITION tuple() TO DISK 'jbod2'""".format(name=name))
+        except QueryRuntimeException:
+            """All parts of partition 'all' are already on disk 'jbod2'."""
 
         with pytest.raises(QueryRuntimeException, match='.*because disk does not belong to storage policy.*'):
             node1.query("""ALTER TABLE {name}2 ATTACH PARTITION tuple() FROM {name}""".format(name=name))
@@ -1343,5 +1386,162 @@ def test_move_across_policies_does_not_work(start_cluster):
         assert node1.query("""SELECT * FROM {name}""".format(name=name)).splitlines() == ["1"]
 
     finally:
-        node1.query("DROP TABLE IF EXISTS {name}".format(name=name))
-        node1.query("DROP TABLE IF EXISTS {name}2".format(name=name))
+        node1.query(f"DROP TABLE IF EXISTS {name} SYNC")
+        node1.query(f"DROP TABLE IF EXISTS {name}2 SYNC")
+
+
+def _insert_merge_execute(node, name, policy, parts, cmds, parts_before_cmds, parts_after_cmds):
+    try:
+        node.query("""
+            CREATE TABLE {name} (
+                n Int64
+            ) ENGINE = MergeTree
+            ORDER BY tuple()
+            PARTITION BY tuple()
+            TTL now()-1 TO VOLUME 'external'
+            SETTINGS storage_policy='{policy}'
+        """.format(name=name, policy=policy))
+
+        for i in range(parts):
+            node.query("""INSERT INTO {name} VALUES ({n})""".format(name=name, n=i))
+
+        disks = get_used_disks_for_table(node, name)
+        assert set(disks) == {"external"}
+
+        node.query("""OPTIMIZE TABLE {name}""".format(name=name))
+
+        parts = get_used_parts_for_table(node, name)
+        assert len(parts) == parts_before_cmds
+
+        for cmd in cmds:
+            node.query(cmd)
+
+        node.query("""OPTIMIZE TABLE {name}""".format(name=name))
+
+        parts = get_used_parts_for_table(node, name)
+        assert len(parts) == parts_after_cmds
+
+    finally:
+        node.query(f"DROP TABLE IF EXISTS {name} SYNC")
+
+
+def _check_merges_are_working(node, storage_policy, volume, shall_work):
+    try:
+        name = "_check_merges_are_working_{storage_policy}_{volume}".format(storage_policy=storage_policy, volume=volume)
+
+        node.query("""
+            CREATE TABLE {name} (
+                n Int64
+            ) ENGINE = MergeTree
+            ORDER BY tuple()
+            PARTITION BY tuple()
+            SETTINGS storage_policy='{storage_policy}'
+        """.format(name=name, storage_policy=storage_policy))
+
+        created_parts = 24
+
+        for i in range(created_parts):
+            node.query("""INSERT INTO {name} VALUES ({n})""".format(name=name, n=i))
+            try:
+                node.query("""ALTER TABLE {name} MOVE PARTITION tuple() TO VOLUME '{volume}' """.format(name=name, volume=volume))
+            except:
+                """Ignore 'nothing to move'."""
+
+        expected_disks = set(node.query("""
+            SELECT disks FROM system.storage_policies ARRAY JOIN disks WHERE volume_name = '{volume_name}'
+        """.format(volume_name=volume)).splitlines())
+
+        disks = get_used_disks_for_table(node, name)
+        assert set(disks) <= expected_disks
+
+        node.query("""OPTIMIZE TABLE {name} FINAL""".format(name=name))
+
+        parts = get_used_parts_for_table(node, name)
+        assert len(parts) == 1 if shall_work else created_parts
+
+    finally:
+        node.query(f"DROP TABLE IF EXISTS {name} SYNC")
+
+
+def _get_prefer_not_to_merge_for_storage_policy(node, storage_policy):
+    return list(map(int, node.query("SELECT prefer_not_to_merge FROM system.storage_policies WHERE policy_name = '{}' ORDER BY volume_priority".format(storage_policy)).splitlines()))
+
+
+def test_simple_merge_tree_merges_are_disabled(start_cluster):
+    _check_merges_are_working(node1, "small_jbod_with_external_no_merges", "external", False)
+
+
+def test_no_merges_in_configuration_allow_from_query_without_reload(start_cluster):
+    try:
+        name = "test_no_merges_in_configuration_allow_from_query_without_reload"
+        policy = "small_jbod_with_external_no_merges"
+        node1.restart_clickhouse(kill=True)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 1]
+        _check_merges_are_working(node1, policy, "external", False)
+
+        _insert_merge_execute(node1, name, policy, 2, [
+                "SYSTEM START MERGES ON VOLUME {}.external".format(policy)
+            ], 2, 1)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 0]
+        _check_merges_are_working(node1, policy, "external", True)
+
+    finally:
+        node1.query("SYSTEM STOP MERGES ON VOLUME {}.external".format(policy))
+
+
+def test_no_merges_in_configuration_allow_from_query_with_reload(start_cluster):
+    try:
+        name = "test_no_merges_in_configuration_allow_from_query_with_reload"
+        policy = "small_jbod_with_external_no_merges"
+        node1.restart_clickhouse(kill=True)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 1]
+        _check_merges_are_working(node1, policy, "external", False)
+
+        _insert_merge_execute(node1, name, policy, 2, [
+                "SYSTEM START MERGES ON VOLUME {}.external".format(policy),
+                "SYSTEM RELOAD CONFIG"
+            ], 2, 1)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 0]
+        _check_merges_are_working(node1, policy, "external", True)
+
+    finally:
+        node1.query("SYSTEM STOP MERGES ON VOLUME {}.external".format(policy))
+
+
+def test_yes_merges_in_configuration_disallow_from_query_without_reload(start_cluster):
+    try:
+        name = "test_yes_merges_in_configuration_allow_from_query_without_reload"
+        policy = "small_jbod_with_external"
+        node1.restart_clickhouse(kill=True)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 0]
+        _check_merges_are_working(node1, policy, "external", True)
+
+        _insert_merge_execute(node1, name, policy, 2, [
+                "SYSTEM STOP MERGES ON VOLUME {}.external".format(policy),
+                "INSERT INTO {name} VALUES (2)".format(name=name)
+            ], 1, 2)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 1]
+        _check_merges_are_working(node1, policy, "external", False)
+
+    finally:
+        node1.query("SYSTEM START MERGES ON VOLUME {}.external".format(policy))
+
+
+def test_yes_merges_in_configuration_disallow_from_query_with_reload(start_cluster):
+    try:
+        name = "test_yes_merges_in_configuration_allow_from_query_with_reload"
+        policy = "small_jbod_with_external"
+        node1.restart_clickhouse(kill=True)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 0]
+        _check_merges_are_working(node1, policy, "external", True)
+
+        _insert_merge_execute(node1, name, policy, 2, [
+                "SYSTEM STOP MERGES ON VOLUME {}.external".format(policy),
+                "INSERT INTO {name} VALUES (2)".format(name=name),
+                "SYSTEM RELOAD CONFIG"
+            ], 1, 2)
+        assert _get_prefer_not_to_merge_for_storage_policy(node1, policy) == [0, 1]
+        _check_merges_are_working(node1, policy, "external", False)
+
+    finally:
+        node1.query("SYSTEM START MERGES ON VOLUME {}.external".format(policy))
diff --git a/tests/integration/test_reload_zookeeper/test.py b/tests/integration/test_reload_zookeeper/test.py
index 35958c95417..abc640c79dc 100644
--- a/tests/integration/test_reload_zookeeper/test.py
+++ b/tests/integration/test_reload_zookeeper/test.py
@@ -10,9 +10,6 @@ from helpers.test_tools import assert_eq_with_retry
 cluster = ClickHouseCluster(__file__, zookeeper_config_path='configs/zookeeper.xml')
 node = cluster.add_instance('node', with_zookeeper=True)
 
-SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
-ZK_CONFIG_PATH = os.path.join(SCRIPT_DIR, 'configs/zookeeper.xml')
-
 
 @pytest.fixture(scope="module")
 def start_cluster():
@@ -28,29 +25,6 @@ def start_cluster():
 
         yield cluster
     finally:
-        ## write back the configs
-        config = open(ZK_CONFIG_PATH, 'w')
-        config.write(
-"""
-<yandex>
-    <zookeeper>
-        <node index="1">
-            <host>zoo1</host>
-            <port>2181</port>
-        </node>
-        <node index="2">
-            <host>zoo2</host>
-            <port>2181</port>
-        </node>
-            <node index="3">
-            <host>zoo3</host>
-            <port>2181</port>
-        </node>
-        <session_timeout_ms>2000</session_timeout_ms>
-    </zookeeper>
-</yandex>
-    """)
-        config.close()
         cluster.shutdown()
 
 def test_reload_zookeeper(start_cluster):
@@ -71,9 +45,7 @@ def test_reload_zookeeper(start_cluster):
     node.query("INSERT INTO test_table(date, id) select today(), number FROM numbers(1000)")
 
     ## remove zoo2, zoo3 from configs
-    config = open(ZK_CONFIG_PATH, 'w')
-    config.write(
-"""
+    new_config = """
 <yandex>
     <zookeeper>
         <node index="1">
@@ -84,8 +56,7 @@ def test_reload_zookeeper(start_cluster):
     </zookeeper>
 </yandex >
 """
-    )
-    config.close()
+    node.replace_config("/etc/clickhouse-server/conf.d/zookeeper.xml", new_config)
     ## config reloads, but can still work
     assert_eq_with_retry(node, "SELECT COUNT() FROM test_table", '1000', retry_count=120, sleep_time=0.5)
 
@@ -101,9 +72,7 @@ def test_reload_zookeeper(start_cluster):
         node.query("SELECT COUNT() FROM test_table")
 
     ## set config to zoo2, server will be normal
-    config = open(ZK_CONFIG_PATH, 'w')
-    config.write(
-"""
+    new_config = """
 <yandex>
     <zookeeper>
         <node index="1">
@@ -114,7 +83,7 @@ def test_reload_zookeeper(start_cluster):
     </zookeeper>
 </yandex>
 """
-    )
-    config.close()
+    node.replace_config("/etc/clickhouse-server/conf.d/zookeeper.xml", new_config)
+
     assert_eq_with_retry(node, "SELECT COUNT() FROM test_table", '1000', retry_count=120, sleep_time=0.5)
 
diff --git a/tests/integration/test_storage_rabbitmq/test.py b/tests/integration/test_storage_rabbitmq/test.py
index ab44d0ebea0..d7f98d5cb77 100644
--- a/tests/integration/test_storage_rabbitmq/test.py
+++ b/tests/integration/test_storage_rabbitmq/test.py
@@ -537,14 +537,14 @@ def test_rabbitmq_big_message(rabbitmq_cluster):
 @pytest.mark.timeout(420)
 def test_rabbitmq_sharding_between_queues_publish(rabbitmq_cluster):
     NUM_CONSUMERS = 10
-    NUM_QUEUES = 2
+    NUM_QUEUES = 10
 
     instance.query('''
         CREATE TABLE test.rabbitmq (key UInt64, value UInt64)
             ENGINE = RabbitMQ
             SETTINGS rabbitmq_host_port = 'rabbitmq1:5672',
                      rabbitmq_exchange_name = 'test_sharding',
-                     rabbitmq_num_queues = 2,
+                     rabbitmq_num_queues = 10,
                      rabbitmq_num_consumers = 10,
                      rabbitmq_format = 'JSONEachRow',
                      rabbitmq_row_delimiter = '\\n';
@@ -617,7 +617,7 @@ def test_rabbitmq_mv_combo(rabbitmq_cluster):
                      rabbitmq_exchange_name = 'combo',
                      rabbitmq_queue_base = 'combo',
                      rabbitmq_num_consumers = 2,
-                     rabbitmq_num_queues = 2,
+                     rabbitmq_num_queues = 5,
                      rabbitmq_format = 'JSONEachRow',
                      rabbitmq_row_delimiter = '\\n';
     ''')
@@ -879,7 +879,7 @@ def test_rabbitmq_overloaded_insert(rabbitmq_cluster):
                      rabbitmq_queue_base = 'over',
                      rabbitmq_exchange_type = 'direct',
                      rabbitmq_num_consumers = 5,
-                     rabbitmq_num_queues = 2,
+                     rabbitmq_num_queues = 10,
                      rabbitmq_max_block_size = 10000,
                      rabbitmq_routing_key_list = 'over',
                      rabbitmq_format = 'TSV',
@@ -1722,7 +1722,7 @@ def test_rabbitmq_restore_failed_connection_without_losses_2(rabbitmq_cluster):
             SETTINGS rabbitmq_host_port = 'rabbitmq1:5672',
                      rabbitmq_exchange_name = 'consumer_reconnect',
                      rabbitmq_num_consumers = 10,
-                     rabbitmq_num_queues = 2,
+                     rabbitmq_num_queues = 10,
                      rabbitmq_format = 'JSONEachRow',
                      rabbitmq_row_delimiter = '\\n';
     ''')
diff --git a/tests/integration/test_system_flush_logs/__init__.py b/tests/integration/test_system_flush_logs/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_SYSTEM_FLUSH_LOGS/test.py b/tests/integration/test_system_flush_logs/test.py
similarity index 100%
rename from tests/integration/test_SYSTEM_FLUSH_LOGS/test.py
rename to tests/integration/test_system_flush_logs/test.py
diff --git a/tests/integration/test_system_metrics/__init__.py b/tests/integration/test_system_metrics/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_distributed_over_live_view/configs/remote_servers.xml b/tests/integration/test_system_metrics/configs/remote_servers.xml
similarity index 67%
rename from tests/integration/test_distributed_over_live_view/configs/remote_servers.xml
rename to tests/integration/test_system_metrics/configs/remote_servers.xml
index ebce4697529..a6e80ce2b08 100644
--- a/tests/integration/test_distributed_over_live_view/configs/remote_servers.xml
+++ b/tests/integration/test_system_metrics/configs/remote_servers.xml
@@ -2,13 +2,14 @@
     <remote_servers>
         <test_cluster>
             <shard>
+                <internal_replication>true</internal_replication>
                 <replica>
+                    <default_database>shard_0</default_database>
                     <host>node1</host>
                     <port>9000</port>
                 </replica>
-            </shard>
-            <shard>
                 <replica>
+                    <default_database>shard_0</default_database>
                     <host>node2</host>
                     <port>9000</port>
                 </replica>
diff --git a/tests/integration/test_system_metrics/test.py b/tests/integration/test_system_metrics/test.py
new file mode 100644
index 00000000000..9e8eac162f6
--- /dev/null
+++ b/tests/integration/test_system_metrics/test.py
@@ -0,0 +1,61 @@
+import time
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+from helpers.test_tools import assert_eq_with_retry
+from helpers.network import PartitionManager
+
+
+def fill_nodes(nodes, shard):
+    for node in nodes:
+        node.query(
+            '''
+                CREATE DATABASE test;
+
+                CREATE TABLE test.test_table(date Date, id UInt32)
+                ENGINE = ReplicatedMergeTree('/clickhouse/tables/test{shard}/replicated', '{replica}') ORDER BY id PARTITION BY toYYYYMM(date) SETTINGS min_replicated_logs_to_keep=3, max_replicated_logs_to_keep=5, cleanup_delay_period=0, cleanup_delay_period_random_add=0;
+            '''.format(shard=shard, replica=node.name))
+
+
+cluster = ClickHouseCluster(__file__)
+node1 = cluster.add_instance('node1', main_configs=['configs/remote_servers.xml'], with_zookeeper=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/remote_servers.xml'], with_zookeeper=True)
+
+
+@pytest.fixture(scope="module")
+def start_cluster():
+    try:
+        cluster.start()
+
+        fill_nodes([node1, node2], 1)
+
+        yield cluster
+
+    except Exception as ex:
+        print(ex)
+
+    finally:
+        cluster.shutdown()
+
+def test_readonly_metrics(start_cluster):
+    assert node1.query("SELECT value FROM system.metrics WHERE metric = 'ReadonlyReplica'") == "0\n"
+
+    with PartitionManager() as pm:
+        ## make node1 readonly -> heal -> readonly -> heal -> detach table -> heal -> attach table
+        pm.drop_instance_zk_connections(node1)
+        assert_eq_with_retry(node1, "SELECT value FROM system.metrics WHERE metric = 'ReadonlyReplica'", "1\n", retry_count=300, sleep_time=1)
+
+        pm.heal_all()
+        assert_eq_with_retry(node1, "SELECT value FROM system.metrics WHERE metric = 'ReadonlyReplica'", "0\n", retry_count=300, sleep_time=1)
+
+        pm.drop_instance_zk_connections(node1)
+        assert_eq_with_retry(node1, "SELECT value FROM system.metrics WHERE metric = 'ReadonlyReplica'", "1\n", retry_count=300, sleep_time=1)
+
+
+        node1.query("DETACH TABLE test.test_table")
+        assert "0\n" == node1.query("SELECT value FROM system.metrics WHERE metric = 'ReadonlyReplica'")
+
+        pm.heal_all()
+        node1.query("ATTACH TABLE test.test_table")
+        assert_eq_with_retry(node1, "SELECT value FROM system.metrics WHERE metric = 'ReadonlyReplica'", "0\n", retry_count=300, sleep_time=1)
+
diff --git a/tests/integration/test_system_queries/test.py b/tests/integration/test_system_queries/test.py
index 7f5bce97805..b159e8b4cf3 100644
--- a/tests/integration/test_system_queries/test.py
+++ b/tests/integration/test_system_queries/test.py
@@ -107,7 +107,7 @@ def test_RELOAD_CONFIG_AND_MACROS(started_cluster):
     assert TSV(instance.query("select * from system.macros")) == TSV("instance\tch1\nmac\tro\n")
 
 
-def test_SYSTEM_FLUSH_LOGS(started_cluster):
+def test_system_flush_logs(started_cluster):
     instance = cluster.instances['ch1']
     instance.query('''
         SET log_queries = 0;
diff --git a/tests/integration/test_system_replicated_fetches/__init__.py b/tests/integration/test_system_replicated_fetches/__init__.py
new file mode 100644
index 00000000000..e5a0d9b4834
--- /dev/null
+++ b/tests/integration/test_system_replicated_fetches/__init__.py
@@ -0,0 +1 @@
+#!/usr/bin/env python3
diff --git a/tests/integration/test_system_replicated_fetches/test.py b/tests/integration/test_system_replicated_fetches/test.py
new file mode 100644
index 00000000000..cefb3256893
--- /dev/null
+++ b/tests/integration/test_system_replicated_fetches/test.py
@@ -0,0 +1,93 @@
+#!/usr/bin/env python3
+
+
+import pytest
+import time
+from helpers.cluster import ClickHouseCluster
+from helpers.network import PartitionManager
+from helpers.test_tools import assert_eq_with_retry
+import random
+import string
+import json
+
+cluster = ClickHouseCluster(__file__)
+node1 = cluster.add_instance('node1', with_zookeeper=True)
+node2 = cluster.add_instance('node2', with_zookeeper=True)
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+def get_random_string(length):
+    return ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(length))
+
+def test_system_replicated_fetches(started_cluster):
+    node1.query("CREATE TABLE t (key UInt64, data String) ENGINE = ReplicatedMergeTree('/clickhouse/test/t', '1') ORDER BY tuple()")
+    node2.query("CREATE TABLE t (key UInt64, data String) ENGINE = ReplicatedMergeTree('/clickhouse/test/t', '2') ORDER BY tuple()")
+
+    with PartitionManager() as pm:
+        node2.query("SYSTEM STOP FETCHES t")
+        node1.query("INSERT INTO t SELECT number, '{}' FROM numbers(10000)".format(get_random_string(104857)))
+        pm.add_network_delay(node1, 80)
+        node2.query("SYSTEM START FETCHES t")
+        fetches_result = []
+        for _ in range(1000):
+            result = json.loads(node2.query("SELECT * FROM system.replicated_fetches FORMAT JSON"))
+            if not result["data"]:
+                if fetches_result:
+                    break
+                time.sleep(0.1)
+            else:
+                fetches_result.append(result["data"][0])
+                print(fetches_result[-1])
+                time.sleep(0.1)
+
+    node2.query("SYSTEM SYNC REPLICA t", timeout=10)
+    assert node2.query("SELECT COUNT() FROM t") == "10000\n"
+
+    for elem in fetches_result:
+        elem['bytes_read_compressed'] = float(elem['bytes_read_compressed'])
+        elem['total_size_bytes_compressed'] = float(elem['total_size_bytes_compressed'])
+        elem['progress'] = float(elem['progress'])
+        elem['elapsed'] = float(elem['elapsed'])
+
+    assert len(fetches_result) > 0
+    first_non_empty = fetches_result[0]
+
+    assert first_non_empty['database'] == "default"
+    assert first_non_empty['table'] == "t"
+    assert first_non_empty['source_replica_hostname'] == 'node1'
+    assert first_non_empty['source_replica_port'] == 9009
+    assert first_non_empty['source_replica_path'] == '/clickhouse/test/t/replicas/1'
+    assert first_non_empty['interserver_scheme'] == 'http'
+    assert first_non_empty['result_part_name'] == 'all_0_0_0'
+    assert first_non_empty['result_part_path'].startswith('/var/lib/clickhouse/')
+    assert first_non_empty['result_part_path'].endswith('all_0_0_0/')
+    assert first_non_empty['partition_id'] == 'all'
+    assert first_non_empty['URI'].startswith('http://node1:9009/?endpoint=DataPartsExchange')
+
+    for elem in fetches_result:
+        assert elem['bytes_read_compressed'] <= elem['total_size_bytes_compressed'], "Bytes read ({}) more than total bytes ({}). It's a bug".format(elem['bytes_read_compressed'], elem['total_size_bytes_compressed'])
+        assert 0.0 <= elem['progress'] <= 1.0, "Progress shouldn't less than 0 and bigger than 1, got {}".format(elem['progress'])
+        assert 0.0 <= elem['elapsed'], "Elapsed time must be greater than 0, got {}".format(elem['elapsed'])
+
+    prev_progress = first_non_empty['progress']
+    for elem in fetches_result:
+        assert elem['progress'] >= prev_progress, "Progress decreasing prev{}, next {}? It's a bug".format(prev_progress, elem['progress'])
+        prev_progress = elem['progress']
+
+    prev_bytes = first_non_empty['bytes_read_compressed']
+    for elem in fetches_result:
+        assert elem['bytes_read_compressed'] >= prev_bytes, "Bytes read decreasing prev {}, next {}? It's a bug".format(prev_bytes, elem['bytes_read_compressed'])
+        prev_bytes = elem['bytes_read_compressed']
+
+    prev_elapsed = first_non_empty['elapsed']
+    for elem in fetches_result:
+        assert elem['elapsed'] >= prev_elapsed, "Elapsed time decreasing prev {}, next {}? It's a bug".format(prev_elapsed, elem['elapsed'])
+        prev_elapsed = elem['elapsed']
diff --git a/tests/integration/test_ttl_move/test.py b/tests/integration/test_ttl_move/test.py
index 751d15b8313..cd906cb04e1 100644
--- a/tests/integration/test_ttl_move/test.py
+++ b/tests/integration/test_ttl_move/test.py
@@ -900,7 +900,10 @@ def test_concurrent_alter_with_ttl_move(started_cluster, name, engine):
 
         def alter_update(num):
             for i in range(num):
-                node1.query("ALTER TABLE {} UPDATE number = number + 1 WHERE 1".format(name))
+                try:
+                    node1.query("ALTER TABLE {} UPDATE number = number + 1 WHERE 1".format(name))
+                except:
+                    pass
 
         def alter_modify_ttl(num):
             for i in range(num):
@@ -927,17 +930,17 @@ def test_concurrent_alter_with_ttl_move(started_cluster, name, engine):
         p = Pool(15)
         tasks = []
         for i in range(5):
-            tasks.append(p.apply_async(insert, (100,)))
-            tasks.append(p.apply_async(alter_move, (100,)))
-            tasks.append(p.apply_async(alter_update, (100,)))
-            tasks.append(p.apply_async(alter_modify_ttl, (100,)))
-            tasks.append(p.apply_async(optimize_table, (100,)))
+            tasks.append(p.apply_async(insert, (30,)))
+            tasks.append(p.apply_async(alter_move, (30,)))
+            tasks.append(p.apply_async(alter_update, (30,)))
+            tasks.append(p.apply_async(alter_modify_ttl, (30,)))
+            tasks.append(p.apply_async(optimize_table, (30,)))
 
         for task in tasks:
             task.get(timeout=120)
 
         assert node1.query("SELECT 1") == "1\n"
-        assert node1.query("SELECT COUNT() FROM {}".format(name)) == "500\n"
+        assert node1.query("SELECT COUNT() FROM {}".format(name)) == "150\n"
     finally:
         node1.query("DROP TABLE IF EXISTS {name} NO DELAY".format(name=name))
 
diff --git a/tests/performance/agg_functions_min_max_any.xml b/tests/performance/agg_functions_min_max_any.xml
index e564cdcc609..79c9e2c6976 100644
--- a/tests/performance/agg_functions_min_max_any.xml
+++ b/tests/performance/agg_functions_min_max_any.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
     </preconditions>
diff --git a/tests/performance/any_anyLast.xml b/tests/performance/any_anyLast.xml
index 8d75d7556be..659df4a22ac 100644
--- a/tests/performance/any_anyLast.xml
+++ b/tests/performance/any_anyLast.xml
@@ -1,19 +1,6 @@
 <test>
-
-    <stop_conditions>
-        <all_of>
-            <iterations>10</iterations>
-        </all_of>
-    </stop_conditions>
-
-
-    <query>SELECT any(-1 * (((-2 * (number * -3)) * -4) * -5)) FROM numbers(120000000)</query>
-
-    <query>SELECT anyLast(-1 * (((-2 * (number * -3)) * -4) * -5)) FROM numbers(120000000)</query>
-
-    <query>SELECT any(number * 2) as n, n * 3 FROM numbers(120000000)</query>
-
-    <query>SELECT any(number * round(toInt64(number), -2)) FROM numbers(120000000)</query>
-
-
+    <query>SELECT any(-1 * (((-2 * (number * -3)) * -4) * -5))     FROM numbers(500000000)</query>
+    <query>SELECT anyLast(-1 * (((-2 * (number * -3)) * -4) * -5)) FROM numbers(500000000)</query>
+    <query>SELECT any(number * 2) as n, n * 3                      FROM numbers(500000000)</query>
+    <query>SELECT any(number * round(toInt64(number), -2))         FROM numbers(500000000)</query>
 </test>
diff --git a/tests/performance/arithmetic.xml b/tests/performance/arithmetic.xml
index 45f0d62f227..0be61eb5823 100644
--- a/tests/performance/arithmetic.xml
+++ b/tests/performance/arithmetic.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <settings>
         <max_memory_usage>30000000000</max_memory_usage>
     </settings>
diff --git a/tests/performance/array_index_low_cardinality_strings.xml b/tests/performance/array_index_low_cardinality_strings.xml
index 896a5923a9e..bbfea083f0a 100644
--- a/tests/performance/array_index_low_cardinality_strings.xml
+++ b/tests/performance/array_index_low_cardinality_strings.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <create_query>DROP TABLE IF EXISTS perf_lc_str</create_query>
     <create_query>CREATE TABLE perf_lc_str(
         str LowCardinality(String),
diff --git a/tests/performance/codecs_float_insert.xml b/tests/performance/codecs_float_insert.xml
index 8470df7e35c..a7cb5152c09 100644
--- a/tests/performance/codecs_float_insert.xml
+++ b/tests/performance/codecs_float_insert.xml
@@ -1,5 +1,5 @@
 <!-- FIXME this instability is abysmal, investigate the unstable queries -->
-<test max_ignored_relative_change="1.5">
+<test>
     <settings>
         <allow_suspicious_codecs>1</allow_suspicious_codecs>
     </settings>
diff --git a/tests/performance/codecs_int_insert.xml b/tests/performance/codecs_int_insert.xml
index 662df80ae70..caefaba3725 100644
--- a/tests/performance/codecs_int_insert.xml
+++ b/tests/performance/codecs_int_insert.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <settings>
         <allow_suspicious_codecs>1</allow_suspicious_codecs>
     </settings>
diff --git a/tests/performance/collations.xml b/tests/performance/collations.xml
index 40153a48d07..17b2d36b7e3 100644
--- a/tests/performance/collations.xml
+++ b/tests/performance/collations.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.8">
+<test>
 
 
 
diff --git a/tests/performance/column_column_comparison.xml b/tests/performance/column_column_comparison.xml
index dd77ba24043..2b59a65a54b 100644
--- a/tests/performance/column_column_comparison.xml
+++ b/tests/performance/column_column_comparison.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.5">
+<test>
     <tags>
         <tag>comparison</tag>
     </tags>
diff --git a/tests/performance/columns_hashing.xml b/tests/performance/columns_hashing.xml
index 3ea2e013acc..147bee93a17 100644
--- a/tests/performance/columns_hashing.xml
+++ b/tests/performance/columns_hashing.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <preconditions>
         <table_exists>hits_10m_single</table_exists>
         <table_exists>hits_100m_single</table_exists>
diff --git a/tests/performance/constant_column_search.xml b/tests/performance/constant_column_search.xml
index 62baab14e3c..2f90844cb4a 100644
--- a/tests/performance/constant_column_search.xml
+++ b/tests/performance/constant_column_search.xml
@@ -5,6 +5,7 @@
 
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
+        <table_exists>hits_10m_single</table_exists>
     </preconditions>
 
 
@@ -36,7 +37,7 @@
     <query><![CDATA[SELECT count() FROM hits_100m_single WHERE multiMatchAny(URL, ['about/address', 'for_woman', '^https?://lm-company.ruy/$', 'ultimateguitar.com'])]]></query>
     <query><![CDATA[SELECT count() FROM hits_100m_single WHERE match(URL, 'about/address|for_woman|^https?://lm-company.ruy/$|ultimateguitar.com')]]></query>
 
-    <query><![CDATA[SELECT count() FROM hits_100m_single WHERE match(URL, 'chelyabinsk.74.ru|doctor.74.ru|transport.74.ru|m.74.ru|//74.ru/|chel.74.ru|afisha.74.ru|diplom.74.ru|chelfin.ru|//chel.ru|chelyabinsk.ru|cheldoctor.ru|//mychel.ru|cheldiplom.ru|74.ru/video|market|poll|mail|conference|consult|contest|tags|feedback|pages|text')]]></query>
+    <query><![CDATA[SELECT count() FROM hits_10m_single WHERE match(URL, 'chelyabinsk.74.ru|doctor.74.ru|transport.74.ru|m.74.ru|//74.ru/|chel.74.ru|afisha.74.ru|diplom.74.ru|chelfin.ru|//chel.ru|chelyabinsk.ru|cheldoctor.ru|//mychel.ru|cheldiplom.ru|74.ru/video|market|poll|mail|conference|consult|contest|tags|feedback|pages|text')]]></query>
     <query><![CDATA[SELECT count() FROM hits_100m_single WHERE multiMatchAny(URL, ['chelyabinsk.74.ru', 'doctor.74.ru', 'transport.74.ru', 'm.74.ru', '//74.ru/', 'chel.74.ru', 'afisha.74.ru', 'diplom.74.ru', 'chelfin.ru', '//chel.ru', 'chelyabinsk.ru', 'cheldoctor.ru', '//mychel.ru', 'cheldiplom.ru', '74.ru/video', 'market', 'poll', 'mail', 'conference', 'consult', 'contest', 'tags', 'feedback', 'pages', 'text'])]]></query>
 
     <query><![CDATA[SELECT count() FROM hits_100m_single WHERE multiMatchAny(URL, ['chelyabinsk\\.74\\.ru', 'doctor\\.74\\.ru', 'transport\\.74\\.ru', 'm\\.74\\.ru', '//74\\.ru/', 'chel\\.74\\.ru', 'afisha\\.74\\.ru', 'diplom\\.74\\.ru', 'chelfin\\.ru', '//chel\\.ru', 'chelyabinsk\\.ru', 'cheldoctor\\.ru', '//mychel\\.ru', 'cheldiplom\\.ru', '74\\.ru/video', 'market', 'poll', 'mail', 'conference', 'consult', 'contest', 'tags', 'feedback', 'pages', 'text'])]]></query>
diff --git a/tests/performance/count.xml b/tests/performance/count.xml
index 4b8b00f48db..b75fd4e4df5 100644
--- a/tests/performance/count.xml
+++ b/tests/performance/count.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.5">
+<test>
     <create_query>CREATE TABLE data(k UInt64, v UInt64) ENGINE = MergeTree ORDER BY k</create_query>
 
     <fill_query>INSERT INTO data SELECT number, 1 from numbers(10000000)</fill_query>
diff --git a/tests/performance/cpu_synthetic.xml b/tests/performance/cpu_synthetic.xml
index 00e8b4e86d8..85a4e54c752 100644
--- a/tests/performance/cpu_synthetic.xml
+++ b/tests/performance/cpu_synthetic.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
         <table_exists>hits_10m_single</table_exists>
@@ -67,7 +67,7 @@ PageCharset тоже почти всегда непуст, но его сред
 <query>SELECT uniqCombined(17)(UserID) FROM hits_100m_single</query>
 <!-- 44. Разные алгоритмы вычисления кардинальности. -->
 <query>SELECT uniqExact(UserID) FROM hits_10m_single SETTINGS max_threads = 1</query>
-<query>SELECT uniqExact(UserID) FROM hits_10m_single</query>
+<query>SELECT uniqExact(UserID) FROM hits_100m_single</query>
 <!-- 45. Что-то чуть более похожее на реальный запрос. -->
 <query>SELECT RegionID, uniq(UserID) FROM hits_10m_single GROUP BY RegionID SETTINGS max_threads = 1</query>
 <query>SELECT RegionID, uniq(UserID) FROM hits_100m_single GROUP BY RegionID</query>
diff --git a/tests/performance/cryptographic_hashes.xml b/tests/performance/cryptographic_hashes.xml
index 03d275a7bb7..fbe0babd43c 100644
--- a/tests/performance/cryptographic_hashes.xml
+++ b/tests/performance/cryptographic_hashes.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="1.0">
+<test>
     <substitutions>
         <substitution>
            <name>hash_slow</name>
diff --git a/tests/performance/date_parsing.xml b/tests/performance/date_parsing.xml
index 15d267dbde5..ffe4ffb9799 100644
--- a/tests/performance/date_parsing.xml
+++ b/tests/performance/date_parsing.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
     </preconditions>
diff --git a/tests/performance/decimal_casts.xml b/tests/performance/decimal_casts.xml
index 582672fa30e..f087d0938c1 100644
--- a/tests/performance/decimal_casts.xml
+++ b/tests/performance/decimal_casts.xml
@@ -1,11 +1,11 @@
-<test max_ignored_relative_change="0.15">
+<test max_ignored_relative_change="0.2">
     <settings>
         <max_memory_usage>15G</max_memory_usage>
     </settings>
 
     <create_query>CREATE TABLE t (x UInt64, d32 Decimal32(3), d64 Decimal64(4), d128 Decimal128(5)) ENGINE = Memory</create_query>
     <!-- use less threads to save memory -->
-    <fill_query>INSERT INTO t SELECT number AS x, x % 1000000 AS d32, x AS d64, x d128 FROM numbers_mt(100000000) SETTINGS max_threads = 8</fill_query>
+    <fill_query>INSERT INTO t SELECT number AS x, x % 1000000 AS d32, x AS d64, x d128 FROM numbers_mt(200000000) SETTINGS max_threads = 8</fill_query>
     <drop_query>DROP TABLE IF EXISTS t</drop_query>
 
     <query>SELECT toUInt32(x)  y, toDecimal32(y, 1), toDecimal64(y, 5), toDecimal128(y, 6) FROM t FORMAT Null</query>
diff --git a/tests/performance/empty_string_serialization.xml b/tests/performance/empty_string_serialization.xml
index d82bcf998aa..303283f08c7 100644
--- a/tests/performance/empty_string_serialization.xml
+++ b/tests/performance/empty_string_serialization.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
 
 
     <!-- gcc-8 generates 20% faster code than gcc-9
diff --git a/tests/performance/encrypt_decrypt.xml b/tests/performance/encrypt_decrypt.xml
new file mode 100644
index 00000000000..1ec1827991f
--- /dev/null
+++ b/tests/performance/encrypt_decrypt.xml
@@ -0,0 +1,84 @@
+<test>
+  <!-- "Strict" mode (key and iv length checks), non-empty plaintext.
+  See also other encrypt_decrypt_*.xml for more cases. -->
+
+    <substitutions>
+        <substitution>
+          <name>func</name>
+          <values>
+              <!-- materialize(plaitext) is to avoid all-args-are-const optimization, resulting in executing function exactly once. -->
+              <value>encrypt('aes-128-cbc', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-cfb1', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-cfb8', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-cfb128', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-ctr', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-ecb', materialize(plaintext), key16)</value>
+              <value>encrypt('aes-128-ofb', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-gcm', materialize(plaintext), key16, iv12, 'aadaadaadaad')</value>
+
+              <value>encrypt('aes-192-cbc', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-cfb1', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-cfb8', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-cfb128', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-ctr', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-ecb', materialize(plaintext), key24)</value>
+              <value>encrypt('aes-192-ofb', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-gcm', materialize(plaintext), key24, iv12, 'aadaadaadaad')</value>
+
+              <value>encrypt('aes-256-cbc', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-cfb1', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-cfb8', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-cfb128', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-ctr', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-ecb', materialize(plaintext), key32)</value>
+              <value>encrypt('aes-256-ofb', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-gcm', materialize(plaintext), key32, iv12, 'aadaadaadaad')</value>
+
+              <!-- decrypt + encrypt since it is really hard to compose decrypt-only case -->
+              <value>decrypt('aes-128-cbc', encrypt('aes-128-cbc', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-cfb8', encrypt('aes-128-cfb8', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-cfb128', encrypt('aes-128-cfb128', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-ctr', encrypt('aes-128-ctr', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-ecb', encrypt('aes-128-ecb', materialize(plaintext), key16), key16)</value>
+              <value>decrypt('aes-128-ofb', encrypt('aes-128-ofb', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-gcm', encrypt('aes-128-gcm', materialize(plaintext), key16, iv12, 'aadaadaadaad'), key16, iv12, 'aadaadaadaad')</value>
+
+              <value>decrypt('aes-192-cbc', encrypt('aes-192-cbc', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-cfb8', encrypt('aes-192-cfb8', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-cfb128', encrypt('aes-192-cfb128', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-ctr', encrypt('aes-192-ctr', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-ecb', encrypt('aes-192-ecb', materialize(plaintext), key24), key24)</value>
+              <value>decrypt('aes-192-ofb', encrypt('aes-192-ofb', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-gcm', encrypt('aes-192-gcm', materialize(plaintext), key24, iv12, 'aadaadaadaad'), key24, iv12, 'aadaadaadaad')</value>
+
+              <value>decrypt('aes-256-cbc', encrypt('aes-256-cbc', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-cfb8', encrypt('aes-256-cfb8', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-cfb128', encrypt('aes-256-cfb128', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-ctr', encrypt('aes-256-ctr', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-ecb', encrypt('aes-256-ecb', materialize(plaintext), key32), key32)</value>
+              <value>decrypt('aes-256-ofb', encrypt('aes-256-ofb', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-gcm', encrypt('aes-256-gcm', materialize(plaintext), key32, iv12, 'aadaadaadaad'), key32, iv12, 'aadaadaadaad')</value>
+
+           </values>
+        </substitution>
+        <substitution>
+           <name>table</name>
+           <values>
+               <value>numbers(100000)</value>
+           </values>
+        </substitution>
+        <substitution>
+           <name>plaintext</name>
+           <values>
+              <value>number</value>
+              <value>'paintext'</value>
+              <value>'\x12\x2B\xF9\x16\x93\xA4\xD6\x74\x22\xD9\x17\x5E\x38\xCD\x1D\x7B\xB0\x12\xEC\x43\x6B\xC7\x76\xFD\xA1\xA2\x4E\xFC\xBC\x19\x92\x3A\x12\x8B\xD4\xB3\x62\xA8\x9D\xBB\x3E\x0C\x08\x12\x67\x20\x7D\x02\x58\xCF\xE7\xD6\x06\xB8\xB0\x14\x0A\x70\xA1\x81\x94\x14\x24\x74'</value>
+           </values>
+        </substitution>
+    </substitutions>
+
+    <!-- allow OpenSSL-related code load ciphers and warm-up -->
+    <fill_query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func}) LIMIT 1</fill_query>
+
+    <query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func})</query>
+</test>
diff --git a/tests/performance/encrypt_decrypt_empty_string.xml b/tests/performance/encrypt_decrypt_empty_string.xml
new file mode 100644
index 00000000000..1d88c7f4a7d
--- /dev/null
+++ b/tests/performance/encrypt_decrypt_empty_string.xml
@@ -0,0 +1,67 @@
+<test>
+  <!-- "Strict" mode (key and iv length checks), empty plaintext.
+  Ciphers that produce empty ciphertext on empty plaintext, and hence can be optimized to almost NO-OP. -->
+
+    <substitutions>
+        <substitution>
+          <name>func</name>
+          <values>
+              <!-- materialize(plaitext) is to avoid all-args-are-const optimization, resulting in executing function exactly once. -->
+              <value>encrypt('aes-128-cfb1', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-cfb8', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-cfb128', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-ctr', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-ofb', materialize(plaintext), key16, iv16)</value>
+
+              <value>encrypt('aes-192-cfb1', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-cfb8', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-cfb128', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-ctr', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-ofb', materialize(plaintext), key24, iv16)</value>
+
+              <value>encrypt('aes-256-cfb1', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-cfb8', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-cfb128', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-ctr', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-ofb', materialize(plaintext), key32, iv16)</value>
+
+              <!-- decrypt + encrypt since it is really hard to compose decrypt-only case -->
+              <value>decrypt('aes-128-cfb1', encrypt('aes-128-cfb1', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-cfb8', encrypt('aes-128-cfb8', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-cfb128', encrypt('aes-128-cfb128', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-ctr', encrypt('aes-128-ctr', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-ofb', encrypt('aes-128-ofb', materialize(plaintext), key16, iv16), key16, iv16)</value>
+
+              <value>decrypt('aes-192-cfb1', encrypt('aes-192-cfb1', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-cfb8', encrypt('aes-192-cfb8', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-cfb128', encrypt('aes-192-cfb128', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-ctr', encrypt('aes-192-ctr', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-ofb', encrypt('aes-192-ofb', materialize(plaintext), key24, iv16), key24, iv16)</value>
+
+              <value>decrypt('aes-256-cfb1', encrypt('aes-256-cfb1', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-cfb8', encrypt('aes-256-cfb8', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-cfb128', encrypt('aes-256-cfb128', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-ctr', encrypt('aes-256-ctr', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-ofb', encrypt('aes-256-ofb', materialize(plaintext), key32, iv16), key32, iv16)</value>
+
+           </values>
+        </substitution>
+        <substitution>
+           <name>table</name>
+           <values>
+               <value>numbers(10000000)</value>
+           </values>
+        </substitution>
+        <substitution>
+           <name>plaintext</name>
+           <values>
+              <value>''</value>
+           </values>
+        </substitution>
+    </substitutions>
+
+    <!-- allow OpenSSL-related code load ciphers and warm-up -->
+    <fill_query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func}) LIMIT 1</fill_query>
+
+    <query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func})</query>
+</test>
diff --git a/tests/performance/encrypt_decrypt_empty_string_slow.xml b/tests/performance/encrypt_decrypt_empty_string_slow.xml
new file mode 100644
index 00000000000..e994cfd87d4
--- /dev/null
+++ b/tests/performance/encrypt_decrypt_empty_string_slow.xml
@@ -0,0 +1,55 @@
+<test>
+  <!-- "Strict" mode (key and iv length checks), empty plaintext.
+  Ciphers that produce non-empty ciphertext on empty plaintext, and hence can't be optimized.-->
+
+    <substitutions>
+        <substitution>
+          <name>func</name>
+          <values>
+              <!-- materialize(plaitext) is to avoid all-args-are-const optimization, resulting in executing function exactly once. -->
+              <value>encrypt('aes-128-cbc', materialize(plaintext), key16, iv16)</value>
+              <value>encrypt('aes-128-ecb', materialize(plaintext), key16)</value>
+              <value>encrypt('aes-128-gcm', materialize(plaintext), key16, iv12, 'aadaadaadaad')</value>
+
+              <value>encrypt('aes-192-cbc', materialize(plaintext), key24, iv16)</value>
+              <value>encrypt('aes-192-ecb', materialize(plaintext), key24)</value>
+              <value>encrypt('aes-192-gcm', materialize(plaintext), key24, iv12, 'aadaadaadaad')</value>
+
+              <value>encrypt('aes-256-cbc', materialize(plaintext), key32, iv16)</value>
+              <value>encrypt('aes-256-ecb', materialize(plaintext), key32)</value>
+              <value>encrypt('aes-256-gcm', materialize(plaintext), key32, iv12, 'aadaadaadaad')</value>
+
+              <!-- decrypt + encrypt since it is really hard to compose decrypt-only case -->
+              <value>decrypt('aes-128-cbc', encrypt('aes-128-cbc', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-128-ecb', encrypt('aes-128-ecb', materialize(plaintext), key16), key16)</value>
+              <value>decrypt('aes-128-gcm', encrypt('aes-128-gcm', materialize(plaintext), key16, iv12, 'aadaadaadaad'), key16, iv12, 'aadaadaadaad')</value>
+
+              <value>decrypt('aes-192-cbc', encrypt('aes-192-cbc', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-192-ecb', encrypt('aes-192-ecb', materialize(plaintext), key24), key24)</value>
+              <value>decrypt('aes-192-gcm', encrypt('aes-192-gcm', materialize(plaintext), key24, iv12, 'aadaadaadaad'), key24, iv12, 'aadaadaadaad')</value>
+
+              <value>decrypt('aes-256-cbc', encrypt('aes-256-cbc', materialize(plaintext), key32, iv16), key32, iv16)</value>
+              <value>decrypt('aes-256-ecb', encrypt('aes-256-ecb', materialize(plaintext), key32), key32)</value>
+              <value>decrypt('aes-256-gcm', encrypt('aes-256-gcm', materialize(plaintext), key32, iv12, 'aadaadaadaad'), key32, iv12, 'aadaadaadaad')</value>
+
+           </values>
+        </substitution>
+        <substitution>
+           <name>table</name>
+           <values>
+               <value>numbers(100000)</value>
+           </values>
+        </substitution>
+        <substitution>
+           <name>plaintext</name>
+           <values>
+              <value>''</value>
+           </values>
+        </substitution>
+    </substitutions>
+
+    <!-- allow OpenSSL-related code load ciphers and warm-up -->
+    <fill_query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func}) LIMIT 1</fill_query>
+
+    <query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func})</query>
+</test>
diff --git a/tests/performance/encrypt_decrypt_slow.xml b/tests/performance/encrypt_decrypt_slow.xml
new file mode 100644
index 00000000000..57712da9086
--- /dev/null
+++ b/tests/performance/encrypt_decrypt_slow.xml
@@ -0,0 +1,36 @@
+<test>
+  <!-- "Strict" mode (key and iv length checks), non-empty plaintext.
+  Ciphers that are slow on every input are put here. -->
+
+    <substitutions>
+        <substitution>
+          <name>func</name>
+          <values>
+              <!-- decrypt + encrypt since it is really hard to compose decrypt-only case -->
+              <value>decrypt('aes-128-cfb1', encrypt('aes-128-cfb1', materialize(plaintext), key16, iv16), key16, iv16)</value>
+              <value>decrypt('aes-192-cfb1', encrypt('aes-192-cfb1', materialize(plaintext), key24, iv16), key24, iv16)</value>
+              <value>decrypt('aes-256-cfb1', encrypt('aes-256-cfb1', materialize(plaintext), key32, iv16), key32, iv16)</value>
+
+           </values>
+        </substitution>
+        <substitution>
+           <name>table</name>
+           <values>
+               <value>numbers(50000)</value>
+           </values>
+        </substitution>
+        <substitution>
+           <name>plaintext</name>
+           <values>
+              <value>number</value>
+              <value>'paintext'</value>
+              <value>'\x12\x2B\xF9\x16\x93\xA4\xD6\x74\x22\xD9\x17\x5E\x38\xCD\x1D\x7B\xB0\x12\xEC\x43\x6B\xC7\x76\xFD\xA1\xA2\x4E\xFC\xBC\x19\x92\x3A\x12\x8B\xD4\xB3\x62\xA8\x9D\xBB\x3E\x0C\x08\x12\x67\x20\x7D\x02\x58\xCF\xE7\xD6\x06\xB8\xB0\x14\x0A\x70\xA1\x81\x94\x14\x24\x74'</value>
+           </values>
+        </substitution>
+    </substitutions>
+
+    <!-- allow OpenSSL-related code load ciphers and warm-up -->
+    <fill_query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func}) LIMIT 1</fill_query>
+
+    <query>WITH {plaintext} as plaintext, repeat('k', 32) as key32, substring(key32, 1, 24) as key24, substring(key32, 1, 16) as key16, repeat('iv', 8) as iv16, substring(iv16, 1, 12) as iv12 SELECT count() FROM {table} WHERE NOT ignore({func})</query>
+</test>
diff --git a/tests/performance/entropy.xml b/tests/performance/entropy.xml
index 6073ecef3e7..1707054a82f 100644
--- a/tests/performance/entropy.xml
+++ b/tests/performance/entropy.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
         <table_exists>hits_10m_single</table_exists>
diff --git a/tests/performance/extract.xml b/tests/performance/extract.xml
index 49f60d12660..b370152c7b2 100644
--- a/tests/performance/extract.xml
+++ b/tests/performance/extract.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <preconditions>
         <table_exists>test.hits</table_exists>
     </preconditions>
diff --git a/tests/performance/float_formatting.xml b/tests/performance/float_formatting.xml
index 4588f048d20..71d8aee3f89 100644
--- a/tests/performance/float_formatting.xml
+++ b/tests/performance/float_formatting.xml
@@ -3,7 +3,7 @@
     is 10 times faster than toString(number % 100 + 0.5). The shorter
     queries are somewhat unstable, so ignore differences less than 10%.
 -->
-<test max_ignored_relative_difference="0.1">
+<test>
     <substitutions>
        <substitution>
            <name>expr</name>
diff --git a/tests/performance/format_readable.xml b/tests/performance/format_readable.xml
index 7040b35da2b..5a76ac67333 100644
--- a/tests/performance/format_readable.xml
+++ b/tests/performance/format_readable.xml
@@ -1,5 +1,5 @@
 <test>
-<query>SELECT count() FROM numbers(1000000) WHERE NOT ignore(formatReadableSize(number))</query>
-<query>SELECT count() FROM numbers(1000000) WHERE NOT ignore(formatReadableQuantity(number))</query>
-<query>SELECT count() FROM numbers(1000000) WHERE NOT ignore(formatReadableTimeDelta(number))</query>
+<query>SELECT count() FROM numbers(10000000) WHERE NOT ignore(formatReadableSize(number))</query>
+<query>SELECT count() FROM numbers(10000000) WHERE NOT ignore(formatReadableQuantity(number))</query>
+<query>SELECT count() FROM numbers(10000000) WHERE NOT ignore(formatReadableTimeDelta(number))</query>
 </test>
diff --git a/tests/performance/functions_with_hash_tables.xml b/tests/performance/functions_with_hash_tables.xml
index 2e9a88107bd..18f73b54e30 100644
--- a/tests/performance/functions_with_hash_tables.xml
+++ b/tests/performance/functions_with_hash_tables.xml
@@ -1,8 +1,8 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <query>select arrayUniq(range(1 + (number % 100) * 10)) from numbers(100000) format Null</query>
     <query>select arrayDistinct(range(1 + (number % 100) * 10)) from numbers(100000) format Null</query>
     <query>select arrayEnumerateUniq(range(1 + (number % 100) * 10)) from numbers(100000) format Null</query>
-    <query>select arrayIntersect(range((1 + number % 100)), range(1, (1 + number % 100) + 1)) from numbers(100000) format Null</query>
+    <query>select arrayIntersect(range((1 + number % 100)), range(1, (1 + number % 100) + 1)) from numbers(1000000) format Null</query>
     <query>select groupUniqArray(rand() % 100) from numbers(1000 * 1000) group by number / 1000 format Null</query>
     <query>select entropy(number / 10) from numbers(1000 * 1000) group by number / 1000 format Null</query>
 </test>
diff --git a/tests/performance/general_purpose_hashes.xml b/tests/performance/general_purpose_hashes.xml
index cb99b564f17..e37e1c34496 100644
--- a/tests/performance/general_purpose_hashes.xml
+++ b/tests/performance/general_purpose_hashes.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <substitutions>
         <substitution>
            <name>gp_hash_func</name>
diff --git a/tests/performance/general_purpose_hashes_on_UUID.xml b/tests/performance/general_purpose_hashes_on_UUID.xml
index 9e8de81c1b1..3694e0a38bd 100644
--- a/tests/performance/general_purpose_hashes_on_UUID.xml
+++ b/tests/performance/general_purpose_hashes_on_UUID.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <substitutions>
         <substitution>
            <name>hash_func</name>
diff --git a/tests/performance/great_circle_dist.xml b/tests/performance/great_circle_dist.xml
index 13f9e6fde56..b5e271ddfa8 100644
--- a/tests/performance/great_circle_dist.xml
+++ b/tests/performance/great_circle_dist.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <!-- lon [-180; 180], lat [-90; 90] -->
     <query>SELECT count() FROM numbers(1000000) WHERE NOT ignore(greatCircleDistance((rand(1) % 360) * 1. - 180, (number % 150) * 1.2 - 90, (number % 360) + toFloat64(rand(2)) / 4294967296 - 180, (rand(3) % 180) * 1. - 90))</query>
     <!-- 55.755830, 37.617780 is center of Moscow -->
diff --git a/tests/performance/insert_parallel.xml b/tests/performance/insert_parallel.xml
index 4c0e3f03e58..4ae50dce29a 100644
--- a/tests/performance/insert_parallel.xml
+++ b/tests/performance/insert_parallel.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <settings>
         <max_insert_threads>4</max_insert_threads>
     </settings>
diff --git a/tests/performance/inserts_arrays_lowcardinality.xml b/tests/performance/inserts_arrays_lowcardinality.xml
index 40617fb9593..505156d4fd5 100644
--- a/tests/performance/inserts_arrays_lowcardinality.xml
+++ b/tests/performance/inserts_arrays_lowcardinality.xml
@@ -61,7 +61,7 @@
                 intDiv( number, 4 ) as rowid,
                 groupArray( base64Encode( left( reinterpretAsString( rand64() ), 6) ) ) as arr
             FROM 
-                numbers(1000000)
+                numbers(2000000)
             GROUP BY rowid
         ) GROUP BY id</fill_query>
     <fill_query>optimize table lot_of_string_arrays_src</fill_query>
diff --git a/tests/performance/jit_large_requests.xml b/tests/performance/jit_large_requests.xml
index 46328b64af2..fe7d4346152 100644
--- a/tests/performance/jit_large_requests.xml
+++ b/tests/performance/jit_large_requests.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <create_query>
         CREATE TABLE jit_test (
             a UInt64,
@@ -29,7 +29,7 @@
                 number
             FROM
                 system.numbers
-            LIMIT 10000000
+            LIMIT 100000000
     </fill_query>
     <query>
         SELECT
diff --git a/tests/performance/jit_small_requests.xml b/tests/performance/jit_small_requests.xml
index c9abec0926b..d8f917fb9af 100644
--- a/tests/performance/jit_small_requests.xml
+++ b/tests/performance/jit_small_requests.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <query>
         WITH
             bitXor(number, 0x4CF2D2BAAE6DA887) AS x0,
diff --git a/tests/performance/joins_in_memory.xml b/tests/performance/joins_in_memory.xml
index ccb4f5d0e20..bac7679930f 100644
--- a/tests/performance/joins_in_memory.xml
+++ b/tests/performance/joins_in_memory.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.7">
+<test>
     <create_query>CREATE TABLE ints (i64 Int64, i32 Int32, i16 Int16, i8 Int8) ENGINE = Memory</create_query>
 
     <fill_query>INSERT INTO ints SELECT number AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
diff --git a/tests/performance/joins_in_memory_pmj.xml b/tests/performance/joins_in_memory_pmj.xml
index e8d1d80a12b..2b9596e1591 100644
--- a/tests/performance/joins_in_memory_pmj.xml
+++ b/tests/performance/joins_in_memory_pmj.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="1.0">
+<test max_ignored_relative_change="0.8">
     <create_query>CREATE TABLE ints (i64 Int64, i32 Int32, i16 Int16, i8 Int8) ENGINE = Memory</create_query>
     <create_query>SET join_algorithm = 'partial_merge'</create_query>
 
diff --git a/tests/performance/local_replica.xml b/tests/performance/local_replica.xml
index 5a979e82449..4162cb631dd 100644
--- a/tests/performance/local_replica.xml
+++ b/tests/performance/local_replica.xml
@@ -1,3 +1,3 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <query>select sum(number) from remote('127.0.0.{{1|2}}', numbers_mt(1000000000)) group by bitAnd(number, 1)</query>
 </test>
diff --git a/tests/performance/logical_functions_large.xml b/tests/performance/logical_functions_large.xml
index 51478455c45..e696b506ca5 100644
--- a/tests/performance/logical_functions_large.xml
+++ b/tests/performance/logical_functions_large.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/logical_functions_medium.xml b/tests/performance/logical_functions_medium.xml
index 5e0dbd9b852..be474894b54 100644
--- a/tests/performance/logical_functions_medium.xml
+++ b/tests/performance/logical_functions_medium.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.5">
+<test>
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/logical_functions_small.xml b/tests/performance/logical_functions_small.xml
index 9876e5188d5..3d70ef6811d 100644
--- a/tests/performance/logical_functions_small.xml
+++ b/tests/performance/logical_functions_small.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/materialized_view_parallel_insert.xml b/tests/performance/materialized_view_parallel_insert.xml
index 1a34f71e7e6..4b71354dec3 100644
--- a/tests/performance/materialized_view_parallel_insert.xml
+++ b/tests/performance/materialized_view_parallel_insert.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <preconditions>
         <table_exists>hits_10m_single</table_exists>
     </preconditions>
diff --git a/tests/performance/math.xml b/tests/performance/math.xml
index afc20bad927..006e33548c9 100644
--- a/tests/performance/math.xml
+++ b/tests/performance/math.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <substitutions>
         <substitution>
            <name>func_slow</name>
diff --git a/tests/performance/merge_tree_huge_pk.xml b/tests/performance/merge_tree_huge_pk.xml
index f4012315dbe..84e9ef2e41b 100644
--- a/tests/performance/merge_tree_huge_pk.xml
+++ b/tests/performance/merge_tree_huge_pk.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <create_query>
         CREATE TABLE huge_pk ENGINE = MergeTree ORDER BY (
         c001, c002, c003, c004, c005, c006, c007, c008, c009, c010, c011, c012, c013, c014, c015, c016, c017, c018, c019, c020, 
diff --git a/tests/performance/merge_tree_many_partitions.xml b/tests/performance/merge_tree_many_partitions.xml
index 0d640d242ae..2a8a52943a3 100644
--- a/tests/performance/merge_tree_many_partitions.xml
+++ b/tests/performance/merge_tree_many_partitions.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.5">
+<test>
     <create_query>CREATE TABLE bad_partitions (x UInt64) ENGINE = MergeTree PARTITION BY x ORDER BY x</create_query>
     <fill_query>INSERT INTO bad_partitions SELECT * FROM numbers(10000)</fill_query>
 
diff --git a/tests/performance/merge_tree_many_partitions_2.xml b/tests/performance/merge_tree_many_partitions_2.xml
index 6799153ed65..0b8a4650835 100644
--- a/tests/performance/merge_tree_many_partitions_2.xml
+++ b/tests/performance/merge_tree_many_partitions_2.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
 
     <create_query>CREATE TABLE bad_partitions (a UInt64, b UInt64, c UInt64, d UInt64, e UInt64, f UInt64, g UInt64, h UInt64, i UInt64, j UInt64, k UInt64, l UInt64, m UInt64, n UInt64, o UInt64, p UInt64, q UInt64, r UInt64, s UInt64, t UInt64, u UInt64, v UInt64, w UInt64, x UInt64, y UInt64, z UInt64) ENGINE = MergeTree PARTITION BY x ORDER BY x</create_query>
     <fill_query>INSERT INTO bad_partitions (x) SELECT * FROM numbers_mt(3000)</fill_query>
diff --git a/tests/performance/merge_tree_simple_select.xml b/tests/performance/merge_tree_simple_select.xml
index 93c1e5a3f33..624e924f59a 100644
--- a/tests/performance/merge_tree_simple_select.xml
+++ b/tests/performance/merge_tree_simple_select.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.7">
+<test>
     <create_query>CREATE TABLE simple_mergetree (EventDate Date, x UInt64) ENGINE = MergeTree ORDER BY x</create_query>
     <fill_query>INSERT INTO simple_mergetree SELECT number, today() + intDiv(number, 10000000) FROM numbers_mt(100000000)</fill_query>
     <fill_query>OPTIMIZE TABLE simple_mergetree FINAL</fill_query>
diff --git a/tests/performance/mingroupby-orderbylimit1.xml b/tests/performance/mingroupby-orderbylimit1.xml
index 8cf401235a9..ba86f2e3368 100644
--- a/tests/performance/mingroupby-orderbylimit1.xml
+++ b/tests/performance/mingroupby-orderbylimit1.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/number_formatting_formats.xml b/tests/performance/number_formatting_formats.xml
index c4a17b1f133..92e04a62024 100644
--- a/tests/performance/number_formatting_formats.xml
+++ b/tests/performance/number_formatting_formats.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <substitutions>
         <substitution>
             <name>format</name>
diff --git a/tests/performance/optimized_select_final.xml b/tests/performance/optimized_select_final.xml
new file mode 100644
index 00000000000..46b408d0cb4
--- /dev/null
+++ b/tests/performance/optimized_select_final.xml
@@ -0,0 +1,23 @@
+<test>
+    <settings>
+        <do_not_merge_across_partitions_select_final>1</do_not_merge_across_partitions_select_final>
+    </settings>
+
+    <create_query>
+        CREATE TABLE optimized_select_final (t DateTime, x Int32)
+        ENGINE = ReplacingMergeTree()
+        PARTITION BY toYYYYMM(t) ORDER BY x
+    </create_query>
+
+    <fill_query>INSERT INTO optimized_select_final SELECT toDate('2000-01-01'), number FROM numbers(5000000)</fill_query>
+    <fill_query>INSERT INTO optimized_select_final SELECT toDate('2020-01-01'), number FROM numbers(5000000)</fill_query>
+    <fill_query>INSERT INTO optimized_select_final SELECT toDate('2021-01-01'), number FROM numbers(5000000)</fill_query>
+    <fill_query>INSERT INTO optimized_select_final SELECT toDate('2022-01-01'), number FROM numbers(5000000)</fill_query>
+
+    <fill_query>OPTIMIZE TABLE optimized_select_final</fill_query>
+
+    <query>SELECT * FROM optimized_select_final FINAL FORMAT Null</query>
+
+    <drop_query>DROP TABLE IF EXISTS  optimized_select_final</drop_query>
+
+</test>
diff --git a/tests/performance/order_by_read_in_order.xml b/tests/performance/order_by_read_in_order.xml
index bb3a921c862..b91cd14baf4 100644
--- a/tests/performance/order_by_read_in_order.xml
+++ b/tests/performance/order_by_read_in_order.xml
@@ -1,13 +1,9 @@
 <test>
-
-
-
-
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
     </preconditions>
 
-<query>SELECT * FROM hits_100m_single ORDER BY CounterID, EventDate LIMIT 100</query>
+<query>SELECT * FROM hits_100m_single ORDER BY CounterID, EventDate LIMIT 1000</query>
 <query>SELECT * FROM hits_100m_single ORDER BY CounterID DESC, toStartOfWeek(EventDate) DESC LIMIT 100</query>
 <query>SELECT * FROM hits_100m_single ORDER BY CounterID, EventDate, URL LIMIT 100</query>
 <query>SELECT * FROM hits_100m_single WHERE CounterID IN (152220, 168777, 149234, 149234) ORDER BY CounterID DESC, EventDate DESC LIMIT 100</query>
diff --git a/tests/performance/order_by_single_column.xml b/tests/performance/order_by_single_column.xml
index d58f3b5fff1..9b708ea393c 100644
--- a/tests/performance/order_by_single_column.xml
+++ b/tests/performance/order_by_single_column.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.5">
+<test>
     <tags>
         <tag>sorting</tag>
         <tag>comparison</tag>
diff --git a/tests/performance/parallel_insert.xml b/tests/performance/parallel_insert.xml
index b17d0f8bd64..4050e771cb8 100644
--- a/tests/performance/parallel_insert.xml
+++ b/tests/performance/parallel_insert.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
 
     <preconditions>
         <table_exists>hits_10m_single</table_exists>
diff --git a/tests/performance/parallel_mv.xml b/tests/performance/parallel_mv.xml
index ef50d506708..1e9b92c54df 100644
--- a/tests/performance/parallel_mv.xml
+++ b/tests/performance/parallel_mv.xml
@@ -13,8 +13,7 @@
     <create_query>create materialized view mv_4 engine = MergeTree order by tuple() as
         select number, toString(number) from main_table where number % 13 != 4;</create_query>
 
-    <!--<query>insert into main_table select number from numbers(100000)</query>-->
-    <query>insert into main_table select number from numbers(1000000)</query>
+    <query>insert into main_table select number from numbers(10000000)</query>
 
     <drop_query>drop table if exists main_table;</drop_query>
     <drop_query>drop table if exists mv_1;</drop_query>
diff --git a/tests/performance/parse_engine_file.xml b/tests/performance/parse_engine_file.xml
index dacd73f5364..f876f314a90 100644
--- a/tests/performance/parse_engine_file.xml
+++ b/tests/performance/parse_engine_file.xml
@@ -2,7 +2,7 @@
     
     <create_query>CREATE TABLE IF NOT EXISTS table_{format} ENGINE = File({format}) AS test.hits</create_query>
 
-    <fill_query>INSERT INTO table_{format} SELECT * FROM test.hits LIMIT 100000</fill_query>
+    <fill_query>INSERT INTO table_{format} SELECT * FROM test.hits LIMIT 200000</fill_query>
 
     <substitutions>
         <substitution>
diff --git a/tests/performance/push_down_limit.xml b/tests/performance/push_down_limit.xml
index 02cce9539e9..0dcd9335a52 100644
--- a/tests/performance/push_down_limit.xml
+++ b/tests/performance/push_down_limit.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <query>select number from (select number from numbers(10000000) order by -number) limit 10</query>
     <query>select number from (select number from numbers_mt(100000000) order by -number) limit 10</query>
 </test>
diff --git a/tests/performance/quantile_merge.xml b/tests/performance/quantile_merge.xml
new file mode 100644
index 00000000000..7f4d85a254c
--- /dev/null
+++ b/tests/performance/quantile_merge.xml
@@ -0,0 +1,3 @@
+<test>
+    <query>SELECT quantileMerge(arrayJoin(arrayMap(x -> state, range(1000000)))) FROM (SELECT quantileState(rand()) AS state FROM numbers(10000))</query>
+</test>
diff --git a/tests/performance/rand.xml b/tests/performance/rand.xml
index ed629e5a2a7..3f46d152206 100644
--- a/tests/performance/rand.xml
+++ b/tests/performance/rand.xml
@@ -1,19 +1,9 @@
 <test>
-    <stop_conditions>
-        <all_of>
-            <total_time_ms>10000</total_time_ms>
-        </all_of>
-        <any_of>
-            <total_time_ms>20000</total_time_ms>
-        </any_of>
-    </stop_conditions>
-
-
     <substitutions>
         <substitution>
            <name>table</name>
            <values>
-               <value>zeros(100000000)</value>
+               <value>zeros(1000000000)</value>
            </values>
         </substitution>
     </substitutions>
diff --git a/tests/performance/random_string.xml b/tests/performance/random_string.xml
index 3b714187be3..1a740ae077a 100644
--- a/tests/performance/random_string.xml
+++ b/tests/performance/random_string.xml
@@ -1,9 +1,9 @@
-<test max_ignored_relative_change="0.2">
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomString(10))</query>
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomString(100))</query>
-    <query>SELECT count() FROM zeros(100000) WHERE NOT ignore(randomString(1000))</query>
-    <query>SELECT count() FROM zeros(10000) WHERE NOT ignore(randomString(10000))</query>
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomString(rand() % 10))</query>
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomString(rand() % 100))</query>
-    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomString(rand() % 1000))</query>
+<test>
+    <query>SELECT count() FROM zeros(100000000) WHERE NOT ignore(randomString(10))</query>
+    <query>SELECT count() FROM zeros(100000000) WHERE NOT ignore(randomString(100))</query>
+    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomString(1000))</query>
+    <query>SELECT count() FROM zeros(100000) WHERE NOT ignore(randomString(10000))</query>
+    <query>SELECT count() FROM zeros(100000000) WHERE NOT ignore(randomString(rand() % 10))</query>
+    <query>SELECT count() FROM zeros(100000000) WHERE NOT ignore(randomString(rand() % 100))</query>
+    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomString(rand() % 1000))</query>
 </test>
diff --git a/tests/performance/random_string_utf8.xml b/tests/performance/random_string_utf8.xml
index 0185f519c31..f501cc31c24 100644
--- a/tests/performance/random_string_utf8.xml
+++ b/tests/performance/random_string_utf8.xml
@@ -1,12 +1,9 @@
 <test>
-
-
-
-    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomStringUTF8(10))</query>
-    <query>SELECT count() FROM zeros(100000) WHERE NOT ignore(randomStringUTF8(100))</query>
-    <query>SELECT count() FROM zeros(10000) WHERE NOT ignore(randomStringUTF8(1000))</query>
-    <query>SELECT count() FROM zeros(1000) WHERE NOT ignore(randomStringUTF8(10000))</query>
-    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomStringUTF8(rand() % 10))</query>
-    <query>SELECT count() FROM zeros(100000) WHERE NOT ignore(randomStringUTF8(rand() % 100))</query>
-    <query>SELECT count() FROM zeros(10000) WHERE NOT ignore(randomStringUTF8(rand() % 1000))</query>
+    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomStringUTF8(10))</query>
+    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomStringUTF8(100))</query>
+    <query>SELECT count() FROM zeros(100000) WHERE NOT ignore(randomStringUTF8(1000))</query>
+    <query>SELECT count() FROM zeros(10000) WHERE NOT ignore(randomStringUTF8(10000))</query>
+    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(randomStringUTF8(rand() % 10))</query>
+    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomStringUTF8(rand() % 100))</query>
+    <query>SELECT count() FROM zeros(100000) WHERE NOT ignore(randomStringUTF8(rand() % 1000))</query>
 </test>
diff --git a/tests/performance/range.xml b/tests/performance/range.xml
index 97c7d4c9c3f..48115db875b 100644
--- a/tests/performance/range.xml
+++ b/tests/performance/range.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <query>SELECT range(number % 100)       FROM numbers(10000000) FORMAT Null</query>
     <query>SELECT range(0, number % 100, 1) FROM numbers(10000000) FORMAT Null</query>
 </test>
diff --git a/tests/performance/read_in_order_many_parts.xml b/tests/performance/read_in_order_many_parts.xml
index 5329c45bfdd..b45655a6f21 100644
--- a/tests/performance/read_in_order_many_parts.xml
+++ b/tests/performance/read_in_order_many_parts.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <settings>
         <optimize_aggregation_in_order>1</optimize_aggregation_in_order>
         <optimize_read_in_order>1</optimize_read_in_order>
diff --git a/tests/performance/redundant_functions_in_order_by.xml b/tests/performance/redundant_functions_in_order_by.xml
index b259e08c973..894e8dc1917 100644
--- a/tests/performance/redundant_functions_in_order_by.xml
+++ b/tests/performance/redundant_functions_in_order_by.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.3">
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
     </preconditions>
diff --git a/tests/performance/removing_group_by_keys.xml b/tests/performance/removing_group_by_keys.xml
index 6db641966ec..8f792c7ccc2 100644
--- a/tests/performance/removing_group_by_keys.xml
+++ b/tests/performance/removing_group_by_keys.xml
@@ -1,4 +1,4 @@
-<test>
+<test>
     <preconditions>
         <table_exists>hits_10m_single</table_exists>
         <table_exists>hits_100m_single</table_exists>
diff --git a/tests/performance/round_down.xml b/tests/performance/round_down.xml
index c309a767843..32263d69fc7 100644
--- a/tests/performance/round_down.xml
+++ b/tests/performance/round_down.xml
@@ -1,10 +1,7 @@
 <test>
-
-
-
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(roundDuration(rand() % 65536))</query>
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(roundDown(rand() % 65536, [0, 1, 10, 30, 60, 120, 180, 240, 300, 600, 1200, 1800, 3600, 7200, 18000, 36000]))</query>
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(roundAge(rand() % 100))</query>
-    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(roundDown(rand() % 100, [0, 1, 18, 25, 35, 45, 55]))</query>
-    <query>SELECT count() FROM numbers(10000000) WHERE NOT ignore(roundDown(rand() % 65536, (SELECT groupArray(number) FROM numbers(65536))))</query>
+    <query>SELECT count() FROM zeros  (100000000) WHERE NOT ignore(roundDuration(rand() % 65536))</query>
+    <query>SELECT count() FROM zeros  (100000000) WHERE NOT ignore(roundDown(rand() % 65536, [0, 1, 10, 30, 60, 120, 180, 240, 300, 600, 1200, 1800, 3600, 7200, 18000, 36000]))</query>
+    <query>SELECT count() FROM zeros  (100000000) WHERE NOT ignore(roundAge(rand() % 100))</query>
+    <query>SELECT count() FROM zeros  (100000000) WHERE NOT ignore(roundDown(rand() % 100, [0, 1, 18, 25, 35, 45, 55]))</query>
+    <query>SELECT count() FROM numbers(10000000)  WHERE NOT ignore(roundDown(rand() % 65536, (SELECT groupArray(number) FROM numbers(65536))))</query>
 </test>
diff --git a/tests/performance/select_format.xml b/tests/performance/select_format.xml
index 5f9c2e3f73b..bbe489c06c6 100644
--- a/tests/performance/select_format.xml
+++ b/tests/performance/select_format.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test max_ignored_relative_change="0.2">
     <settings>
         <output_format_pretty_max_rows>1000000</output_format_pretty_max_rows>
         <max_threads>1</max_threads>
diff --git a/tests/performance/set.xml b/tests/performance/set.xml
index be39cac77e1..cbbff1f5bb2 100644
--- a/tests/performance/set.xml
+++ b/tests/performance/set.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <substitutions>
        <substitution>
            <name>table_small</name>
diff --git a/tests/performance/set_index.xml b/tests/performance/set_index.xml
index 657d831f3ee..76f1087a1bf 100644
--- a/tests/performance/set_index.xml
+++ b/tests/performance/set_index.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.7">
+<test>
     <create_query>CREATE TABLE test_in (`a` UInt32) ENGINE = MergeTree() ORDER BY a</create_query>
     <fill_query>INSERT INTO test_in SELECT number FROM numbers(500000000)</fill_query>
 
diff --git a/tests/performance/single_fixed_string_groupby.xml b/tests/performance/single_fixed_string_groupby.xml
index 013de70c11a..6bf5821707f 100644
--- a/tests/performance/single_fixed_string_groupby.xml
+++ b/tests/performance/single_fixed_string_groupby.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <create_query>DROP TABLE IF EXISTS perf_lc_fixed_str_groupby</create_query>
     <create_query>CREATE TABLE perf_lc_fixed_str_groupby(
             a LowCardinality(FixedString(14)),
diff --git a/tests/performance/string_set.xml b/tests/performance/string_set.xml
index bbbfe2d3c2b..4d128787d1f 100644
--- a/tests/performance/string_set.xml
+++ b/tests/performance/string_set.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
 
 
 
diff --git a/tests/performance/string_sort.xml b/tests/performance/string_sort.xml
index e7d06d930be..5d859398ece 100644
--- a/tests/performance/string_sort.xml
+++ b/tests/performance/string_sort.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test>
     <preconditions>
         <table_exists>hits_10m_single</table_exists>
         <table_exists>hits_100m_single</table_exists>
diff --git a/tests/performance/sum_map.xml b/tests/performance/sum_map.xml
index b732c150220..bc9f9be2a18 100644
--- a/tests/performance/sum_map.xml
+++ b/tests/performance/sum_map.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/trim_urls.xml b/tests/performance/trim_urls.xml
index 276a12bc570..075984682f9 100644
--- a/tests/performance/trim_urls.xml
+++ b/tests/performance/trim_urls.xml
@@ -20,5 +20,5 @@
        </substitution>
     </substitutions>
 
-    <query>SELECT count() FROM hits_100m_single WHERE NOT ignore({func}URL))</query>
+    <query>SELECT ignore({func}URL)) FROM hits_100m_single LIMIT 50000000 FORMAT Null</query>
 </test>
diff --git a/tests/performance/uniq.xml b/tests/performance/uniq.xml
index 334a513ab1d..7a35c6fb704 100644
--- a/tests/performance/uniq.xml
+++ b/tests/performance/uniq.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.9">
+<test max_ignored_relative_change="0.7">
 
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
diff --git a/tests/performance/website.xml b/tests/performance/website.xml
index 65b3d79b5f1..9e7c8cdc536 100644
--- a/tests/performance/website.xml
+++ b/tests/performance/website.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test max_ignored_relative_change="0.2">
 
     <preconditions>
         <table_exists>hits_10m_single</table_exists>
@@ -37,7 +37,7 @@
 <query>SELECT UserID, count() FROM {table} GROUP BY UserID ORDER BY count() DESC LIMIT 10</query>
 <query>SELECT UserID, SearchPhrase, count() FROM {table} GROUP BY UserID, SearchPhrase ORDER BY count() DESC LIMIT 10</query>
 <query>SELECT UserID, SearchPhrase, count() FROM {table} GROUP BY UserID, SearchPhrase LIMIT 10</query>
-<query>SELECT UserID, toMinute(EventTime) AS m, SearchPhrase, count() FROM {table} GROUP BY UserID, m, SearchPhrase ORDER BY count() DESC LIMIT 10</query>
+<query>SELECT UserID, toMinute(EventTime) AS m, SearchPhrase, count() FROM hits_10m_single GROUP BY UserID, m, SearchPhrase ORDER BY count() DESC LIMIT 10</query>
 <query short="1">SELECT count() FROM hits_100m_single WHERE UserID = 12345678901234567890</query>
 <query>SELECT count() FROM hits_100m_single WHERE URL LIKE '%metrika%'</query>
 <query>SELECT SearchPhrase, any(URL), count() AS c FROM hits_100m_single WHERE URL LIKE '%metrika%' AND SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10</query>
@@ -52,8 +52,8 @@
 <query>SELECT SearchEngineID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits_100m_single WHERE SearchPhrase != '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10</query>
 <query>SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM {table} WHERE SearchPhrase != '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10</query>
 <query>SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits_10m_single GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10</query>
-<query>SELECT URL, count() AS c FROM {table} GROUP BY URL ORDER BY c DESC LIMIT 10</query>
-<query>SELECT 1, URL, count() AS c FROM {table} GROUP BY 1, URL ORDER BY c DESC LIMIT 10</query>
+<query>SELECT URL, count() AS c FROM hits_10m_single GROUP BY URL ORDER BY c DESC LIMIT 10</query>
+<query>SELECT 1, URL, count() AS c FROM hits_10m_single GROUP BY 1, URL ORDER BY c DESC LIMIT 10</query>
 <query>SELECT ClientIP AS x, x - 1, x - 2, x - 3, count() AS c FROM hits_100m_single GROUP BY x, x - 1, x - 2, x - 3 ORDER BY c DESC LIMIT 10</query>
 <query>SELECT URL, count() AS PageViews FROM {table} WHERE CounterID = 34 AND EventDate >= '2013-07-01' AND EventDate &lt;= '2013-07-31' AND NOT DontCountHits AND NOT Refresh AND notEmpty(URL) GROUP BY URL ORDER BY PageViews DESC LIMIT 10 SETTINGS max_threads = 1</query>
 <query>SELECT Title, count() AS PageViews FROM {table} WHERE CounterID = 34 AND EventDate >= '2013-07-01' AND EventDate &lt;= '2013-07-31' AND NOT DontCountHits AND NOT Refresh AND notEmpty(Title) GROUP BY Title ORDER BY PageViews DESC LIMIT 10</query>
diff --git a/tests/queries/0_stateless/00161_rounding_functions.sql b/tests/queries/0_stateless/00161_rounding_functions.sql
index 460129d2e9d..cc3542338bb 100644
--- a/tests/queries/0_stateless/00161_rounding_functions.sql
+++ b/tests/queries/0_stateless/00161_rounding_functions.sql
@@ -44,4 +44,4 @@ SELECT 12345.6789 AS x, floor(x, -1), floor(x, -2), floor(x, -3), floor(x, -4),
 SELECT roundToExp2(100), roundToExp2(64), roundToExp2(3), roundToExp2(0), roundToExp2(-1);
 SELECT roundToExp2(0.9), roundToExp2(0), roundToExp2(-0.5), roundToExp2(-0.6), roundToExp2(-0.2);
 
-SELECT ceil(29375422, -54212) --{serverError 36}
+SELECT ceil(29375422, -54212) --{serverError 69}
diff --git a/tests/queries/0_stateless/00273_quantiles.reference b/tests/queries/0_stateless/00273_quantiles.reference
index d75d11191f4..616e06841e4 100644
--- a/tests/queries/0_stateless/00273_quantiles.reference
+++ b/tests/queries/0_stateless/00273_quantiles.reference
@@ -6,17 +6,17 @@
 [0,1,10,50,100,200,300,400,500,600,700,800,900,950,990,999,1000]
 [0,0.50100005,9.51,49.55,99.6,199.7,299.8,399.9,500,600.1,700.2,800.3,900.4,950.45,990.49,999.499,1000]
 [0,1,10,50,100,200,300,400,500,600,700,800,900,950,990,999,1000]
-1	333334	[699140.3,835642,967430.8]	[699999,833333,966666]
+1	333334	[699144.2,835663,967429.2]	[699999,833333,966666]
 2	266667	[426549.5,536255.5,638957.6]	[426665,533332,639999]
-3	114285	[296938.5,342335,388777.5]	[297142,342856,388570]
+3	114285	[296938,342324,388778]	[297142,342856,388570]
 4	63492	[228370.2,254019.5,279351.4]	[228571,253968,279364]
 5	40404	[185603.4,202009,218107]	[185858,202020,218181]
-6	27972	[156598.6,167864,179118.40000000002]	[156643,167832,179020]
-7	20513	[135401,143553.5,151792.5]	[135384,143589,151794]
+6	27972	[156598.7,167866,179118.3]	[156643,167832,179020]
+7	20513	[135400.8,143550,151792.6]	[135384,143589,151794]
 8	15686	[119239.20000000001,125463,131772.40000000002]	[119215,125490,131764]
-9	12384	[106509.79999999999,111538,116415.8]	[106501,111455,116408]
-10	10025	[96223.6,100347,104288.6]	[96240,100250,104260]
-11	8282	[87732.70000000001,91035,94408.6]	[87784,91097,94409]
+9	12384	[106510.20000000001,111539,116415.7]	[106501,111455,116408]
+10	10025	[96223.2,100346,104288.7]	[96240,100250,104260]
+11	8282	[87732.8,91036,94410.20000000001]	[87784,91097,94409]
 12	6957	[80694.6,83477,86259.4]	[80694,83477,86260]
 13	5925	[74666.40000000001,77036,79405.6]	[74666,77036,79406]
 14	5109	[69475.8,71519,73562.2]	[69475,71519,73563]
diff --git a/tests/queries/0_stateless/00569_parse_date_time_best_effort.reference b/tests/queries/0_stateless/00569_parse_date_time_best_effort.reference
index 6c10720d0b1..ad7c17b7717 100644
--- a/tests/queries/0_stateless/00569_parse_date_time_best_effort.reference
+++ b/tests/queries/0_stateless/00569_parse_date_time_best_effort.reference
@@ -1,7 +1,7 @@
  s                                                   a                     b
 
- 0                                 2000-01-01 00:00:00   2000-01-01 00:00:00 
- 0000                              2000-01-01 00:00:00   2000-01-01 00:00:00 
+ 0                                                ᴺᵁᴸᴸ   1970-01-01 00:00:00 
+ 0000                                             ᴺᵁᴸᴸ   1970-01-01 00:00:00 
  00:00:00                          2000-01-01 00:00:00   2000-01-01 00:00:00 
  01:00:00                          2000-01-01 01:00:00   2000-01-01 01:00:00 
  02/01/17 010203 MSK               2017-01-01 22:02:03   2017-01-01 22:02:03 
diff --git a/tests/queries/0_stateless/00597_push_down_predicate.sql b/tests/queries/0_stateless/00597_push_down_predicate.sql
index 7fd30a82d8d..ea01bba9f4d 100644
--- a/tests/queries/0_stateless/00597_push_down_predicate.sql
+++ b/tests/queries/0_stateless/00597_push_down_predicate.sql
@@ -12,7 +12,6 @@ INSERT INTO test_00597 VALUES('2000-01-01', 1, 'test string 1', 1);
 INSERT INTO test_00597 VALUES('2000-01-01', 2, 'test string 2', 2);
 
 SET enable_optimize_predicate_expression = 1;
-SET enable_debug_queries = 1;
 
 SELECT '-------No need for predicate optimization, but still works-------';
 SELECT 1;
@@ -23,115 +22,115 @@ SELECT * FROM test_00597 WHERE id = 1;
 SELECT '-------Forbid push down-------';
 
 -- ARRAY JOIN
-ANALYZE SELECT count() FROM (SELECT [number] a, [number * 2] b FROM system.numbers LIMIT 1) AS t ARRAY JOIN a, b WHERE NOT ignore(a + b);
+EXPLAIN SYNTAX SELECT count() FROM (SELECT [number] a, [number * 2] b FROM system.numbers LIMIT 1) AS t ARRAY JOIN a, b WHERE NOT ignore(a + b);
 SELECT count() FROM (SELECT [number] a, [number * 2] b FROM system.numbers LIMIT 1) AS t ARRAY JOIN a, b WHERE NOT ignore(a + b);
 
 -- LEFT JOIN
-ANALYZE SELECT a, b FROM (SELECT 1 AS a) ANY LEFT JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
+EXPLAIN SYNTAX SELECT a, b FROM (SELECT 1 AS a) ANY LEFT JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
 SELECT a, b FROM (SELECT 1 AS a) ANY LEFT JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
 
 -- RIGHT JOIN
-ANALYZE SELECT a, b FROM (SELECT 1 AS a, 1 as b) ANY RIGHT JOIN (SELECT 1 AS a) USING (a) WHERE b = 0;
+EXPLAIN SYNTAX SELECT a, b FROM (SELECT 1 AS a, 1 as b) ANY RIGHT JOIN (SELECT 1 AS a) USING (a) WHERE b = 0;
 SELECT a, b FROM (SELECT 1 AS a, 1 as b) ANY RIGHT JOIN (SELECT 1 AS a) USING (a) WHERE b = 0;
 
 -- FULL JOIN
-ANALYZE SELECT a, b FROM (SELECT 1 AS a) ANY FULL JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
+EXPLAIN SYNTAX SELECT a, b FROM (SELECT 1 AS a) ANY FULL JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
 SELECT a, b FROM (SELECT 1 AS a) ANY FULL JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
 
-ANALYZE SELECT a, b FROM (SELECT 1 AS a, 1 AS b) ANY FULL JOIN (SELECT 1 AS a) USING (a) WHERE b = 0;
+EXPLAIN SYNTAX SELECT a, b FROM (SELECT 1 AS a, 1 AS b) ANY FULL JOIN (SELECT 1 AS a) USING (a) WHERE b = 0;
 SELECT a, b FROM (SELECT 1 AS a) ANY FULL JOIN (SELECT 1 AS a, 1 AS b) USING (a) WHERE b = 0;
 
 SELECT '-------Need push down-------';
 
-ANALYZE SELECT toString(value) AS value FROM (SELECT 1 AS value) WHERE value = '1';
+EXPLAIN SYNTAX SELECT toString(value) AS value FROM (SELECT 1 AS value) WHERE value = '1';
 SELECT toString(value) AS value FROM (SELECT 1 AS value) WHERE value = '1';
 
-ANALYZE SELECT * FROM (SELECT 1 AS id UNION ALL SELECT 2) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT 1 AS id UNION ALL SELECT 2) WHERE id = 1;
 SELECT * FROM (SELECT 1 AS id UNION ALL SELECT 2) WHERE id = 1;
 
-ANALYZE SELECT * FROM (SELECT arrayJoin([1, 2, 3]) AS id) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT arrayJoin([1, 2, 3]) AS id) WHERE id = 1;
 SELECT * FROM (SELECT arrayJoin([1, 2, 3]) AS id) WHERE id = 1;
 
-ANALYZE SELECT id FROM (SELECT arrayJoin([1, 2, 3]) AS id) WHERE id = 1;
+EXPLAIN SYNTAX SELECT id FROM (SELECT arrayJoin([1, 2, 3]) AS id) WHERE id = 1;
 SELECT id FROM (SELECT arrayJoin([1, 2, 3]) AS id) WHERE id = 1;
 
-ANALYZE SELECT * FROM (SELECT 1 AS id, (SELECT 1) as subquery) WHERE subquery = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT 1 AS id, (SELECT 1) as subquery) WHERE subquery = 1;
 SELECT * FROM (SELECT 1 AS id, (SELECT 1) as subquery) WHERE subquery = 1;
 
 -- Optimize predicate expressions using tables
-ANALYZE SELECT * FROM (SELECT toUInt64(b) AS a, sum(id) AS b FROM test_00597) WHERE a = 3;
+EXPLAIN SYNTAX SELECT * FROM (SELECT toUInt64(b) AS a, sum(id) AS b FROM test_00597) WHERE a = 3;
 SELECT * FROM (SELECT toUInt64(b) AS a, sum(id) AS b FROM test_00597) WHERE a = 3;
 
-ANALYZE SELECT date, id, name, value FROM (SELECT date, name, value, min(id) AS id FROM test_00597 GROUP BY date, name, value) WHERE id = 1;
+EXPLAIN SYNTAX SELECT date, id, name, value FROM (SELECT date, name, value, min(id) AS id FROM test_00597 GROUP BY date, name, value) WHERE id = 1;
 SELECT date, id, name, value FROM (SELECT date, name, value, min(id) AS id FROM test_00597 GROUP BY date, name, value) WHERE id = 1;
 
-ANALYZE SELECT * FROM (SELECT toUInt64(b) AS a, sum(id) AS b FROM test_00597 AS table_alias) AS outer_table_alias WHERE outer_table_alias.b = 3;
+EXPLAIN SYNTAX SELECT * FROM (SELECT toUInt64(b) AS a, sum(id) AS b FROM test_00597 AS table_alias) AS outer_table_alias WHERE outer_table_alias.b = 3;
 SELECT * FROM (SELECT toUInt64(b) AS a, sum(id) AS b FROM test_00597 AS table_alias) AS outer_table_alias WHERE outer_table_alias.b = 3;
 
 -- Optimize predicate expression with asterisk
-ANALYZE SELECT * FROM (SELECT * FROM test_00597) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597) WHERE id = 1;
 SELECT * FROM (SELECT * FROM test_00597) WHERE id = 1;
 
 -- Optimize predicate expression with asterisk and nested subquery
-ANALYZE SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597)) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597)) WHERE id = 1;
 SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597)) WHERE id = 1;
 
 -- Optimize predicate expression with qualified asterisk
-ANALYZE SELECT * FROM (SELECT b.* FROM (SELECT * FROM test_00597) AS b) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT b.* FROM (SELECT * FROM test_00597) AS b) WHERE id = 1;
 SELECT * FROM (SELECT b.* FROM (SELECT * FROM test_00597) AS b) WHERE id = 1;
 
 -- Optimize predicate expression without asterisk
-ANALYZE SELECT * FROM (SELECT date, id, name, value FROM test_00597) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT date, id, name, value FROM test_00597) WHERE id = 1;
 SELECT * FROM (SELECT date, id, name, value FROM test_00597) WHERE id = 1;
 
 -- Optimize predicate expression without asterisk and contains nested subquery
-ANALYZE SELECT * FROM (SELECT date, id, name, value FROM (SELECT date, id, name, value FROM test_00597)) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT date, id, name, value FROM (SELECT date, id, name, value FROM test_00597)) WHERE id = 1;
 SELECT * FROM (SELECT date, id, name, value FROM (SELECT date, id, name, value FROM test_00597)) WHERE id = 1;
 
 -- Optimize predicate expression with qualified
-ANALYZE SELECT * FROM (SELECT * FROM test_00597) AS b WHERE b.id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597) AS b WHERE b.id = 1;
 SELECT * FROM (SELECT * FROM test_00597) AS b WHERE b.id = 1;
 
 -- Optimize predicate expression with qualified and nested subquery
-ANALYZE SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a) AS b WHERE b.id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a) AS b WHERE b.id = 1;
 SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a) AS b WHERE b.id = 1;
 
 -- Optimize predicate expression with aggregate function
-ANALYZE SELECT * FROM (SELECT id, date, min(value) AS value FROM test_00597 GROUP BY id, date) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT id, date, min(value) AS value FROM test_00597 GROUP BY id, date) WHERE id = 1;
 SELECT * FROM (SELECT id, date, min(value) AS value FROM test_00597 GROUP BY id, date) WHERE id = 1;
 
 -- Optimize predicate expression with union all query
-ANALYZE SELECT * FROM (SELECT * FROM test_00597 UNION ALL SELECT * FROM test_00597) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597 UNION ALL SELECT * FROM test_00597) WHERE id = 1;
 SELECT * FROM (SELECT * FROM test_00597 UNION ALL SELECT * FROM test_00597) WHERE id = 1;
 
 -- Optimize predicate expression with join query
-ANALYZE SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) USING id WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) USING id WHERE id = 1;
 SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) USING id WHERE id = 1;
 
-ANALYZE SELECT * FROM (SELECT toInt8(1) AS id) ANY LEFT JOIN test_00597 USING id WHERE value = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT toInt8(1) AS id) ANY LEFT JOIN test_00597 USING id WHERE value = 1;
 SELECT * FROM (SELECT toInt8(1) AS id) ANY LEFT JOIN test_00597 USING id WHERE value = 1;
 
 -- FIXME: no support for aliased tables for now.
-ANALYZE SELECT b.value FROM (SELECT toInt8(1) AS id) ANY LEFT JOIN test_00597 AS b USING id WHERE value = 1;
+EXPLAIN SYNTAX SELECT b.value FROM (SELECT toInt8(1) AS id) ANY LEFT JOIN test_00597 AS b USING id WHERE value = 1;
 SELECT b.value FROM (SELECT toInt8(1) AS id) ANY LEFT JOIN test_00597 AS b USING id WHERE value = 1;
 
 -- Optimize predicate expression with join and nested subquery
-ANALYZE SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) USING id) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) USING id) WHERE id = 1;
 SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) USING id) WHERE id = 1;
 
 -- Optimize predicate expression with join query and qualified
-ANALYZE SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) AS b USING id WHERE b.id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) AS b USING id WHERE b.id = 1;
 SELECT * FROM (SELECT * FROM test_00597) ANY LEFT JOIN (SELECT * FROM test_00597) AS b USING id WHERE b.id = 1;
 
 -- Compatibility test
-ANALYZE SELECT * FROM (SELECT toInt8(1) AS id, toDate('2000-01-01') AS date FROM system.numbers LIMIT 1) ANY LEFT JOIN (SELECT * FROM test_00597) AS b USING date, id WHERE b.date = toDate('2000-01-01');
+EXPLAIN SYNTAX SELECT * FROM (SELECT toInt8(1) AS id, toDate('2000-01-01') AS date FROM system.numbers LIMIT 1) ANY LEFT JOIN (SELECT * FROM test_00597) AS b USING date, id WHERE b.date = toDate('2000-01-01');
 SELECT * FROM (SELECT toInt8(1) AS id, toDate('2000-01-01') AS date FROM system.numbers LIMIT 1) ANY LEFT JOIN (SELECT * FROM test_00597) AS b USING date, id WHERE b.date = toDate('2000-01-01');
 
-ANALYZE SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a ANY LEFT JOIN (SELECT * FROM test_00597) AS b  ON  a.id = b.id) WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a ANY LEFT JOIN (SELECT * FROM test_00597) AS b  ON  a.id = b.id) WHERE id = 1;
 SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a ANY LEFT JOIN (SELECT * FROM test_00597) AS b  ON  a.id = b.id) WHERE id = 1;
 
 -- Explain with join subquery
-ANALYZE SELECT * FROM (SELECT * FROM test_00597) ANY INNER JOIN (SELECT * FROM (SELECT * FROM test_00597)) as r USING id WHERE r.id = 1;
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597) ANY INNER JOIN (SELECT * FROM (SELECT * FROM test_00597)) as r USING id WHERE r.id = 1;
 SELECT * FROM (SELECT * FROM test_00597) ANY INNER JOIN (SELECT * FROM (SELECT * FROM test_00597)) as r USING id WHERE r.id = 1;
 
 DROP TABLE IF EXISTS test_00597;
diff --git a/tests/queries/0_stateless/00636_partition_key_parts_pruning.sh b/tests/queries/0_stateless/00636_partition_key_parts_pruning.sh
index aad54fc0a73..8150d52abc9 100755
--- a/tests/queries/0_stateless/00636_partition_key_parts_pruning.sh
+++ b/tests/queries/0_stateless/00636_partition_key_parts_pruning.sh
@@ -30,14 +30,14 @@ ${CLICKHOUSE_CLIENT} --query="INSERT INTO composite_partition_key VALUES \
 ${CLICKHOUSE_CLIENT} --query="INSERT INTO composite_partition_key VALUES \
     (301, 20, 3), (302, 21, 3), (303, 22, 3)"
 
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a > 400 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE b = 11 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE c = 4 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a > 400 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE b = 11 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE c = 4 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
 
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a < 200 AND c = 2 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a = 301 AND b < 20 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE b >= 12 AND c = 2 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a < 200 AND c = 2 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a = 301 AND b < 20 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE b >= 12 AND c = 2 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
 
-${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a = 301 AND b = 21 AND c = 3 FORMAT XML" | grep -F rows_read | sed 's/^[ \t]*//g'
+${CLICKHOUSE_CLIENT} --query="SELECT count() FROM composite_partition_key WHERE a = 301 AND b = 21 AND c = 3 FORMAT XML SETTINGS optimize_trivial_count_query = 0" | grep -F rows_read | sed 's/^[ \t]*//g'
 
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE composite_partition_key"
diff --git a/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh b/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh
index d4f70f0504f..e40c877e8a2 100755
--- a/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh
+++ b/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh
@@ -15,12 +15,10 @@ INSERT INTO mutations_r1 VALUES (123, 1), (234, 2), (345, 3);
 CREATE TABLE for_subquery(x UInt32) ENGINE TinyLog;
 INSERT INTO for_subquery VALUES (234), (345);
 
-ALTER TABLE mutations_r1 UPDATE y = y + 1 WHERE x IN for_subquery;
-ALTER TABLE mutations_r1 UPDATE y = y + 1 WHERE x IN (SELECT x FROM for_subquery);
+ALTER TABLE mutations_r1 UPDATE y = y + 1 WHERE x IN for_subquery SETTINGS mutations_sync = 2;
+ALTER TABLE mutations_r1 UPDATE y = y + 1 WHERE x IN (SELECT x FROM for_subquery) SETTINGS mutations_sync = 2;
 EOF
 
-wait_for_mutation "mutations_r1" "0000000001"
-
 ${CLICKHOUSE_CLIENT} --query="SELECT * FROM mutations_r1"
 
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_r1"
diff --git a/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh b/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
index 380f6ee6ff8..9e4bdba1294 100755
--- a/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
+++ b/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
@@ -26,8 +26,8 @@ ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE nonexistent
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE d = '11'" 2>/dev/null || echo "Query should fail 2"
 
 # Delete some values
-${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE x % 2 = 1"
-${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE s = 'd'"
+${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE x % 2 = 1 SETTINGS mutations_sync = 2"
+${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE s = 'd' SETTINGS mutations_sync = 2"
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE m = 3 SETTINGS mutations_sync = 2"
 
 # Insert more data
@@ -62,8 +62,8 @@ ${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r2(x UInt32) ENGINE
 ${CLICKHOUSE_CLIENT} --query="INSERT INTO mutations_cleaner_r1(x) VALUES (1), (2), (3), (4)"
 
 # Add some mutations and wait for their execution
-${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_cleaner_r1 DELETE WHERE x = 1"
-${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_cleaner_r1 DELETE WHERE x = 2"
+${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_cleaner_r1 DELETE WHERE x = 1 SETTINGS mutations_sync = 2"
+${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_cleaner_r1 DELETE WHERE x = 2 SETTINGS mutations_sync = 2"
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_cleaner_r1 DELETE WHERE x = 3 SETTINGS mutations_sync = 2"
 
 # Add another mutation and prevent its execution on the second replica
diff --git a/tests/queries/0_stateless/00753_system_columns_and_system_tables.reference b/tests/queries/0_stateless/00753_system_columns_and_system_tables.reference
index 4d1fab83cc1..12af231d18c 100644
--- a/tests/queries/0_stateless/00753_system_columns_and_system_tables.reference
+++ b/tests/queries/0_stateless/00753_system_columns_and_system_tables.reference
@@ -39,3 +39,9 @@ Check lifetime_bytes/lifetime_rows for Buffer
 200	100
 200	100
 402	201
+Check total_bytes/total_rows for Set
+2048	50
+2048	100
+Check total_bytes/total_rows for Join
+10240	50
+10240	100
diff --git a/tests/queries/0_stateless/00753_system_columns_and_system_tables.sql b/tests/queries/0_stateless/00753_system_columns_and_system_tables.sql
index 9b9fa04e6b0..862e3693f0e 100644
--- a/tests/queries/0_stateless/00753_system_columns_and_system_tables.sql
+++ b/tests/queries/0_stateless/00753_system_columns_and_system_tables.sql
@@ -112,3 +112,17 @@ INSERT INTO check_system_tables SELECT * FROM numbers_mt(101); -- direct block w
 SELECT lifetime_bytes, lifetime_rows FROM system.tables WHERE name = 'check_system_tables';
 DROP TABLE check_system_tables;
 DROP TABLE check_system_tables_null;
+
+SELECT 'Check total_bytes/total_rows for Set';
+CREATE TABLE check_system_tables Engine=Set() AS SELECT * FROM numbers(50);
+SELECT total_bytes, total_rows FROM system.tables WHERE name = 'check_system_tables';
+INSERT INTO check_system_tables SELECT number+50 FROM numbers(50);
+SELECT total_bytes, total_rows FROM system.tables WHERE name = 'check_system_tables';
+DROP TABLE check_system_tables;
+
+SELECT 'Check total_bytes/total_rows for Join';
+CREATE TABLE check_system_tables Engine=Join(ANY, LEFT, number) AS SELECT * FROM numbers(50);
+SELECT total_bytes, total_rows FROM system.tables WHERE name = 'check_system_tables';
+INSERT INTO check_system_tables SELECT number+50 FROM numbers(50);
+SELECT total_bytes, total_rows FROM system.tables WHERE name = 'check_system_tables';
+DROP TABLE check_system_tables;
diff --git a/tests/queries/0_stateless/00808_not_optimize_predicate.sql b/tests/queries/0_stateless/00808_not_optimize_predicate.sql
index 579fd00cb8c..7c1e57706e2 100644
--- a/tests/queries/0_stateless/00808_not_optimize_predicate.sql
+++ b/tests/queries/0_stateless/00808_not_optimize_predicate.sql
@@ -49,7 +49,7 @@ SELECT
 FROM numbers(2500)
 GROUP BY n;
 
-SET force_primary_key = 1, enable_debug_queries = 1, enable_optimize_predicate_expression = 1;
+SET force_primary_key = 1, enable_optimize_predicate_expression = 1;
 
 SELECT *
 FROM
@@ -61,7 +61,7 @@ FROM
 )
 WHERE (n >= 2) AND (n <= 5);
 
-ANALYZE SELECT *
+EXPLAIN SYNTAX SELECT *
 FROM
 (
     SELECT
diff --git a/tests/queries/0_stateless/00826_cross_to_inner_join.sql b/tests/queries/0_stateless/00826_cross_to_inner_join.sql
index 618c0374a28..67471864686 100644
--- a/tests/queries/0_stateless/00826_cross_to_inner_join.sql
+++ b/tests/queries/0_stateless/00826_cross_to_inner_join.sql
@@ -1,4 +1,3 @@
-SET enable_debug_queries = 1;
 SET enable_optimize_predicate_expression = 0;
 
 select * from system.one l cross join system.one r;
@@ -37,22 +36,22 @@ SELECT * FROM t1_00826, t2_00826 where t1_00826.b = t2_00826.b;
 
 
 SELECT 'cross';
-ANALYZE SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a;
+EXPLAIN SYNTAX SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a;
 SELECT 'cross nullable';
-ANALYZE SELECT * FROM t1_00826, t2_00826 where t1_00826.a = t2_00826.a;
+EXPLAIN SYNTAX SELECT * FROM t1_00826, t2_00826 where t1_00826.a = t2_00826.a;
 SELECT 'cross nullable vs not nullable';
-ANALYZE SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.b;
+EXPLAIN SYNTAX SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.b;
 SELECT 'cross self';
-ANALYZE SELECT * FROM t1_00826 x cross join t1_00826 y where x.a = y.a and x.b = y.b;
+EXPLAIN SYNTAX SELECT * FROM t1_00826 x cross join t1_00826 y where x.a = y.a and x.b = y.b;
 SELECT 'cross one table expr';
-ANALYZE SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t1_00826.b;
+EXPLAIN SYNTAX SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t1_00826.b;
 SELECT 'cross multiple ands';
-ANALYZE SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a and t1_00826.b = t2_00826.b;
+EXPLAIN SYNTAX SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a and t1_00826.b = t2_00826.b;
 SELECT 'cross and inside and';
-ANALYZE SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a and (t1_00826.a = t2_00826.a and (t1_00826.a = t2_00826.a and t1_00826.b = t2_00826.b));
+EXPLAIN SYNTAX SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a and (t1_00826.a = t2_00826.a and (t1_00826.a = t2_00826.a and t1_00826.b = t2_00826.b));
 
 SELECT 'cross split conjunction';
-ANALYZE SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a and t1_00826.b = t2_00826.b and t1_00826.a >= 1 and t2_00826.b > 0;
+EXPLAIN SYNTAX SELECT * FROM t1_00826 cross join t2_00826 where t1_00826.a = t2_00826.a and t1_00826.b = t2_00826.b and t1_00826.a >= 1 and t2_00826.b > 0;
 
 DROP TABLE t1_00826;
 DROP TABLE t2_00826;
diff --git a/tests/queries/0_stateless/00849_multiple_comma_join_2.sql b/tests/queries/0_stateless/00849_multiple_comma_join_2.sql
index 710327ec0e4..5203376befd 100644
--- a/tests/queries/0_stateless/00849_multiple_comma_join_2.sql
+++ b/tests/queries/0_stateless/00849_multiple_comma_join_2.sql
@@ -1,4 +1,3 @@
-SET enable_debug_queries = 1;
 SET enable_optimize_predicate_expression = 0;
 
 DROP TABLE IF EXISTS t1;
@@ -11,25 +10,25 @@ CREATE TABLE t2 (a UInt32, b Nullable(Int32)) ENGINE = Memory;
 CREATE TABLE t3 (a UInt32, b Nullable(Int32)) ENGINE = Memory;
 CREATE TABLE t4 (a UInt32, b Nullable(Int32)) ENGINE = Memory;
 
-ANALYZE SELECT t1.a FROM t1, t2;
-ANALYZE SELECT t1.a FROM t1, t2 WHERE t1.a = t2.a;
-ANALYZE SELECT t1.a FROM t1, t2 WHERE t1.b = t2.b;
-ANALYZE SELECT t1.a FROM t1, t2, t3 WHERE t1.a = t2.a AND t1.a = t3.a;
-ANALYZE SELECT t1.a FROM t1, t2, t3 WHERE t1.b = t2.b AND t1.b = t3.b;
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4 WHERE t1.a = t2.a AND t1.a = t3.a AND t1.a = t4.a;
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4 WHERE t1.b = t2.b AND t1.b = t3.b AND t1.b = t4.b;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2 WHERE t1.a = t2.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2 WHERE t1.b = t2.b;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3 WHERE t1.a = t2.a AND t1.a = t3.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3 WHERE t1.b = t2.b AND t1.b = t3.b;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4 WHERE t1.a = t2.a AND t1.a = t3.a AND t1.a = t4.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4 WHERE t1.b = t2.b AND t1.b = t3.b AND t1.b = t4.b;
 
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4 WHERE t2.a = t1.a AND t2.a = t3.a AND t2.a = t4.a;
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4 WHERE t3.a = t1.a AND t3.a = t2.a AND t3.a = t4.a;
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4 WHERE t4.a = t1.a AND t4.a = t2.a AND t4.a = t3.a;
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4 WHERE t1.a = t2.a AND t2.a = t3.a AND t3.a = t4.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4 WHERE t2.a = t1.a AND t2.a = t3.a AND t2.a = t4.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4 WHERE t3.a = t1.a AND t3.a = t2.a AND t3.a = t4.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4 WHERE t4.a = t1.a AND t4.a = t2.a AND t4.a = t3.a;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4 WHERE t1.a = t2.a AND t2.a = t3.a AND t3.a = t4.a;
 
-ANALYZE SELECT t1.a FROM t1, t2, t3, t4;
-ANALYZE SELECT t1.a FROM t1 CROSS JOIN t2 CROSS JOIN t3 CROSS JOIN t4;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2, t3, t4;
+EXPLAIN SYNTAX SELECT t1.a FROM t1 CROSS JOIN t2 CROSS JOIN t3 CROSS JOIN t4;
 
-ANALYZE SELECT t1.a FROM t1, t2 CROSS JOIN t3;
-ANALYZE SELECT t1.a FROM t1 JOIN t2 USING a CROSS JOIN t3; -- { serverError 48 }
-ANALYZE SELECT t1.a FROM t1 JOIN t2 ON t1.a = t2.a CROSS JOIN t3;
+EXPLAIN SYNTAX SELECT t1.a FROM t1, t2 CROSS JOIN t3;
+EXPLAIN SYNTAX SELECT t1.a FROM t1 JOIN t2 USING a CROSS JOIN t3; -- { serverError 48 }
+EXPLAIN SYNTAX SELECT t1.a FROM t1 JOIN t2 ON t1.a = t2.a CROSS JOIN t3;
 
 INSERT INTO t1 values (1,1), (2,2), (3,3), (4,4);
 INSERT INTO t2 values (1,1), (1, Null);
diff --git a/tests/queries/0_stateless/00908_analyze_query.sql b/tests/queries/0_stateless/00908_analyze_query.sql
index ca8e834e108..6ef1cf48386 100644
--- a/tests/queries/0_stateless/00908_analyze_query.sql
+++ b/tests/queries/0_stateless/00908_analyze_query.sql
@@ -1,8 +1,6 @@
-set enable_debug_queries = 1;
-
 DROP TABLE IF EXISTS a;
 CREATE TABLE a (a UInt8, b UInt8) ENGINE MergeTree ORDER BY a;
 
-ANALYZE SELECT * FROM a;
+EXPLAIN SYNTAX SELECT * FROM a;
 
 DROP TABLE a;
diff --git a/tests/queries/0_stateless/00921_datetime64_compatibility.reference b/tests/queries/0_stateless/00921_datetime64_compatibility.reference
index a42517104b9..398da88e460 100644
--- a/tests/queries/0_stateless/00921_datetime64_compatibility.reference
+++ b/tests/queries/0_stateless/00921_datetime64_compatibility.reference
@@ -1,6 +1,6 @@
 SELECT toTimeZone(N, \'UTC\')
 
-Code: 43: Illegal type Date of argument of function toTimeZone. Should be DateTime or DateTime64.
+Code: 43
 "DateTime('UTC')","2019-09-16 16:20:11"
 "DateTime64(3, 'UTC')","2019-09-16 16:20:11.234"
 ------------------------------------------
@@ -36,19 +36,19 @@ SELECT toDayOfWeek(N)
 ------------------------------------------
 SELECT toHour(N)
 
-Code: 43: Illegal type Date of argument for function toHour.
+Code: 43
 "UInt8",19
 "UInt8",19
 ------------------------------------------
 SELECT toMinute(N)
 
-Code: 43: Illegal type Date of argument for function toMinute.
+Code: 43
 "UInt8",20
 "UInt8",20
 ------------------------------------------
 SELECT toSecond(N)
 
-Code: 43: Illegal type Date of argument for function toSecond.
+Code: 43
 "UInt8",11
 "UInt8",11
 ------------------------------------------
@@ -94,31 +94,31 @@ SELECT toStartOfDay(N)
 ------------------------------------------
 SELECT toStartOfHour(N)
 
-Code: 43: Illegal type Date of argument for function toStartOfHour.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 ------------------------------------------
 SELECT toStartOfMinute(N)
 
-Code: 43: Illegal type Date of argument for function toStartOfMinute.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toStartOfFiveMinute(N)
 
-Code: 43: Illegal type Date of argument for function toStartOfFiveMinute.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toStartOfTenMinutes(N)
 
-Code: 43: Illegal type Date of argument for function toStartOfTenMinutes.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toStartOfFifteenMinutes(N)
 
-Code: 43: Illegal type Date of argument for function toStartOfFifteenMinutes.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
 ------------------------------------------
@@ -139,7 +139,7 @@ SELECT toStartOfInterval(N, INTERVAL 1 day)
 ------------------------------------------
 SELECT toStartOfInterval(N, INTERVAL 15 minute)
 
-Code: 43: Illegal type Date of argument for function toStartOfInterval.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
 ------------------------------------------
@@ -160,13 +160,13 @@ SELECT date_trunc(\'day\', N)
 ------------------------------------------
 SELECT date_trunc(\'minute\', N)
 
-Code: 43: Illegal type Date of argument for function date_trunc.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toTime(N)
 
-Code: 43: Illegal type Date of argument for function toTime.
+Code: 43
 "DateTime('Europe/Minsk')","1970-01-02 19:20:11"
 "DateTime('Europe/Minsk')","1970-01-02 19:20:11"
 ------------------------------------------
@@ -232,7 +232,7 @@ SELECT toYearWeek(N)
 ------------------------------------------
 SELECT timeSlot(N)
 
-Code: 43: Illegal type Date of argument for function timeSlot.
+Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 ------------------------------------------
@@ -375,15 +375,15 @@ SELECT N -  N
 "Int32",0
 "Int32",0
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT N +  N
 
-Code: 43: Illegal types Date and Date of arguments of function plus.
+Code: 43
 
-Code: 43: Illegal types DateTime('Europe/Minsk') and DateTime('Europe/Minsk') of arguments of function plus.
+Code: 43
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and DateTime64(3, 'Europe/Minsk') of arguments of function plus.
+Code: 43
 ------------------------------------------
 SELECT N != N
 "UInt8",0
@@ -417,47 +417,47 @@ SELECT N >= N
 ------------------------------------------
 SELECT N - DT
 
-Code: 43: Illegal types Date and DateTime('Europe/Minsk') of arguments of function minus.
+Code: 43
 "Int32",0
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and DateTime('Europe/Minsk') of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT DT - N
 
-Code: 43: Illegal types DateTime('Europe/Minsk') and Date of arguments of function minus.
+Code: 43
 "Int32",0
 
-Code: 43: Illegal types DateTime('Europe/Minsk') and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT N - D
 "Int32",0
 
-Code: 43: Illegal types DateTime('Europe/Minsk') and Date of arguments of function minus.
+Code: 43
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and Date of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT D - N
 "Int32",0
 
-Code: 43: Illegal types Date and DateTime('Europe/Minsk') of arguments of function minus.
+Code: 43
 
-Code: 43: Illegal types Date and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT N - DT64
 
-Code: 43: Illegal types Date and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 
-Code: 43: Illegal types DateTime('Europe/Minsk') and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT DT64 - N
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and Date of arguments of function minus.
+Code: 43
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and DateTime('Europe/Minsk') of arguments of function minus.
+Code: 43
 
-Code: 43: Illegal types DateTime64(3, 'Europe/Minsk') and DateTime64(3, 'Europe/Minsk') of arguments of function minus.
+Code: 43
 ------------------------------------------
 SELECT N != DT
 "UInt8",1
@@ -726,11 +726,11 @@ SELECT N -  toUInt8(1)
 ------------------------------------------
 SELECT toUInt8(1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toInt8(-1)
 "Date","2019-09-17"
@@ -739,11 +739,11 @@ SELECT N -  toInt8(-1)
 ------------------------------------------
 SELECT toInt8(-1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toUInt16(1)
 "Date","2019-09-15"
@@ -752,11 +752,11 @@ SELECT N -  toUInt16(1)
 ------------------------------------------
 SELECT toUInt16(1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toInt16(-1)
 "Date","2019-09-17"
@@ -765,11 +765,11 @@ SELECT N -  toInt16(-1)
 ------------------------------------------
 SELECT toInt16(-1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toUInt32(1)
 "Date","2019-09-15"
@@ -778,11 +778,11 @@ SELECT N -  toUInt32(1)
 ------------------------------------------
 SELECT toUInt32(1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toInt32(-1)
 "Date","2019-09-17"
@@ -791,11 +791,11 @@ SELECT N -  toInt32(-1)
 ------------------------------------------
 SELECT toInt32(-1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toUInt64(1)
 "Date","2019-09-15"
@@ -804,11 +804,11 @@ SELECT N -  toUInt64(1)
 ------------------------------------------
 SELECT toUInt64(1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N -  toInt64(-1)
 "Date","2019-09-17"
@@ -817,585 +817,585 @@ SELECT N -  toInt64(-1)
 ------------------------------------------
 SELECT toInt64(-1) -  N
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 
-Code: 43: Wrong order of arguments for function minus: argument of type Interval cannot be first..
+Code: 43
 ------------------------------------------
 SELECT N == toUInt8(1)
 
-Code: 43: Illegal types of arguments (Date, UInt8) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt8(1) == N
 
-Code: 43: Illegal types of arguments (UInt8, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt8(-1)
 
-Code: 43: Illegal types of arguments (Date, Int8) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt8(-1) == N
 
-Code: 43: Illegal types of arguments (Int8, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toUInt16(1)
 
-Code: 43: Illegal types of arguments (Date, UInt16) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt16(1) == N
 
-Code: 43: Illegal types of arguments (UInt16, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt16(-1)
 
-Code: 43: Illegal types of arguments (Date, Int16) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt16(-1) == N
 
-Code: 43: Illegal types of arguments (Int16, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toUInt32(1)
 
-Code: 43: Illegal types of arguments (Date, UInt32) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt32(1) == N
 
-Code: 43: Illegal types of arguments (UInt32, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt32(-1)
 
-Code: 43: Illegal types of arguments (Date, Int32) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt32(-1) == N
 
-Code: 43: Illegal types of arguments (Int32, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toUInt64(1)
 
-Code: 43: Illegal types of arguments (Date, UInt64) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt64(1) == N
 
-Code: 43: Illegal types of arguments (UInt64, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt64(-1)
 
-Code: 43: Illegal types of arguments (Date, Int64) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt64(-1) == N
 
-Code: 43: Illegal types of arguments (Int64, Date) of function equals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N != toUInt8(1)
 
-Code: 43: Illegal types of arguments (Date, UInt8) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt8(1) != N
 
-Code: 43: Illegal types of arguments (UInt8, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt8(-1)
 
-Code: 43: Illegal types of arguments (Date, Int8) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt8(-1) != N
 
-Code: 43: Illegal types of arguments (Int8, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toUInt16(1)
 
-Code: 43: Illegal types of arguments (Date, UInt16) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt16(1) != N
 
-Code: 43: Illegal types of arguments (UInt16, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt16(-1)
 
-Code: 43: Illegal types of arguments (Date, Int16) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt16(-1) != N
 
-Code: 43: Illegal types of arguments (Int16, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toUInt32(1)
 
-Code: 43: Illegal types of arguments (Date, UInt32) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt32(1) != N
 
-Code: 43: Illegal types of arguments (UInt32, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt32(-1)
 
-Code: 43: Illegal types of arguments (Date, Int32) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt32(-1) != N
 
-Code: 43: Illegal types of arguments (Int32, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toUInt64(1)
 
-Code: 43: Illegal types of arguments (Date, UInt64) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt64(1) != N
 
-Code: 43: Illegal types of arguments (UInt64, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt64(-1)
 
-Code: 43: Illegal types of arguments (Date, Int64) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt64(-1) != N
 
-Code: 43: Illegal types of arguments (Int64, Date) of function notEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt8(1)
 
-Code: 43: Illegal types of arguments (Date, UInt8) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt8(1) <  N
 
-Code: 43: Illegal types of arguments (UInt8, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt8(-1)
 
-Code: 43: Illegal types of arguments (Date, Int8) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt8(-1) <  N
 
-Code: 43: Illegal types of arguments (Int8, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt16(1)
 
-Code: 43: Illegal types of arguments (Date, UInt16) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt16(1) <  N
 
-Code: 43: Illegal types of arguments (UInt16, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt16(-1)
 
-Code: 43: Illegal types of arguments (Date, Int16) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt16(-1) <  N
 
-Code: 43: Illegal types of arguments (Int16, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt32(1)
 
-Code: 43: Illegal types of arguments (Date, UInt32) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt32(1) <  N
 
-Code: 43: Illegal types of arguments (UInt32, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt32(-1)
 
-Code: 43: Illegal types of arguments (Date, Int32) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt32(-1) <  N
 
-Code: 43: Illegal types of arguments (Int32, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt64(1)
 
-Code: 43: Illegal types of arguments (Date, UInt64) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt64(1) <  N
 
-Code: 43: Illegal types of arguments (UInt64, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt64(-1)
 
-Code: 43: Illegal types of arguments (Date, Int64) of function less.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt64(-1) <  N
 
-Code: 43: Illegal types of arguments (Int64, Date) of function less.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt8(1)
 
-Code: 43: Illegal types of arguments (Date, UInt8) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt8(1) <= N
 
-Code: 43: Illegal types of arguments (UInt8, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt8(-1)
 
-Code: 43: Illegal types of arguments (Date, Int8) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt8(-1) <= N
 
-Code: 43: Illegal types of arguments (Int8, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt16(1)
 
-Code: 43: Illegal types of arguments (Date, UInt16) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt16(1) <= N
 
-Code: 43: Illegal types of arguments (UInt16, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt16(-1)
 
-Code: 43: Illegal types of arguments (Date, Int16) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt16(-1) <= N
 
-Code: 43: Illegal types of arguments (Int16, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt32(1)
 
-Code: 43: Illegal types of arguments (Date, UInt32) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt32(1) <= N
 
-Code: 43: Illegal types of arguments (UInt32, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt32(-1)
 
-Code: 43: Illegal types of arguments (Date, Int32) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt32(-1) <= N
 
-Code: 43: Illegal types of arguments (Int32, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt64(1)
 
-Code: 43: Illegal types of arguments (Date, UInt64) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt64(1) <= N
 
-Code: 43: Illegal types of arguments (UInt64, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt64(-1)
 
-Code: 43: Illegal types of arguments (Date, Int64) of function lessOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt64(-1) <= N
 
-Code: 43: Illegal types of arguments (Int64, Date) of function lessOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N >  toUInt8(1)
 
-Code: 43: Illegal types of arguments (Date, UInt8) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt8(1) >  N
 
-Code: 43: Illegal types of arguments (UInt8, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt8(-1)
 
-Code: 43: Illegal types of arguments (Date, Int8) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt8(-1) >  N
 
-Code: 43: Illegal types of arguments (Int8, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toUInt16(1)
 
-Code: 43: Illegal types of arguments (Date, UInt16) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt16(1) >  N
 
-Code: 43: Illegal types of arguments (UInt16, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt16(-1)
 
-Code: 43: Illegal types of arguments (Date, Int16) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt16(-1) >  N
 
-Code: 43: Illegal types of arguments (Int16, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toUInt32(1)
 
-Code: 43: Illegal types of arguments (Date, UInt32) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt32(1) >  N
 
-Code: 43: Illegal types of arguments (UInt32, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt32(-1)
 
-Code: 43: Illegal types of arguments (Date, Int32) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt32(-1) >  N
 
-Code: 43: Illegal types of arguments (Int32, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toUInt64(1)
 
-Code: 43: Illegal types of arguments (Date, UInt64) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt64(1) >  N
 
-Code: 43: Illegal types of arguments (UInt64, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt64(-1)
 
-Code: 43: Illegal types of arguments (Date, Int64) of function greater.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt64(-1) >  N
 
-Code: 43: Illegal types of arguments (Int64, Date) of function greater.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt8(1)
 
-Code: 43: Illegal types of arguments (Date, UInt8) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt8(1) >= N
 
-Code: 43: Illegal types of arguments (UInt8, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt8(-1)
 
-Code: 43: Illegal types of arguments (Date, Int8) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt8(-1) >= N
 
-Code: 43: Illegal types of arguments (Int8, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt16(1)
 
-Code: 43: Illegal types of arguments (Date, UInt16) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt16(1) >= N
 
-Code: 43: Illegal types of arguments (UInt16, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt16(-1)
 
-Code: 43: Illegal types of arguments (Date, Int16) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt16(-1) >= N
 
-Code: 43: Illegal types of arguments (Int16, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt32(1)
 
-Code: 43: Illegal types of arguments (Date, UInt32) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt32(1) >= N
 
-Code: 43: Illegal types of arguments (UInt32, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt32(-1)
 
-Code: 43: Illegal types of arguments (Date, Int32) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt32(-1) >= N
 
-Code: 43: Illegal types of arguments (Int32, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt64(1)
 
-Code: 43: Illegal types of arguments (Date, UInt64) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt64(1) >= N
 
-Code: 43: Illegal types of arguments (UInt64, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt64(-1)
 
-Code: 43: Illegal types of arguments (Date, Int64) of function greaterOrEquals.
+Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt64(-1) >= N
 
-Code: 43: Illegal types of arguments (Int64, Date) of function greaterOrEquals.
+Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
diff --git a/tests/queries/0_stateless/00921_datetime64_compatibility.sh b/tests/queries/0_stateless/00921_datetime64_compatibility.sh
index 8f5d9081719..3e5de1a552c 100755
--- a/tests/queries/0_stateless/00921_datetime64_compatibility.sh
+++ b/tests/queries/0_stateless/00921_datetime64_compatibility.sh
@@ -12,4 +12,4 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 "${CURDIR}"/00921_datetime64_compatibility.python \
     | ${CLICKHOUSE_CLIENT} --ignore-error -T -nm --calculate_text_stack_trace 0 --log-level 'error' 2>&1 \
-    | sed -Ee 's/Received exception from server .*//g; s/(Code: [0-9]+). DB::Exception: Received from .* DB::Exception/\1/g'
+    | sed 's/Received exception .*//g; s/^\(Code: [0-9]\+\).*$/\1/g'
diff --git a/tests/queries/0_stateless/00932_geohash_support.sql b/tests/queries/0_stateless/00932_geohash_support.sql
index a477332b532..aeed72176b9 100644
--- a/tests/queries/0_stateless/00932_geohash_support.sql
+++ b/tests/queries/0_stateless/00932_geohash_support.sql
@@ -45,7 +45,7 @@ select 12 as p, geohashEncode(longitude, latitude, p) as actual, if(actual = enc
 
 -- Here results are floats, and hence may not be compared for equality directly.
 -- We select all values that are off by some reasonable value:
--- each byte of encoded string provides 5 bits of precison, (roughly 2.5 for lon and lat)
+-- each byte of encoded string provides 5 bits of precision, (roughly 2.5 for lon and lat)
 -- each bit of precision divides value range by 2.
 -- hence max error is roughly value range 2.5 times divided by 2 for each precision bit.
 -- initial value range is [-90..90] for latitude and [-180..180] for longitude.
diff --git a/tests/queries/0_stateless/00933_ttl_with_default.sql b/tests/queries/0_stateless/00933_ttl_with_default.sql
index d3f3b62126c..e6c0a6e700c 100644
--- a/tests/queries/0_stateless/00933_ttl_with_default.sql
+++ b/tests/queries/0_stateless/00933_ttl_with_default.sql
@@ -5,7 +5,6 @@ insert into ttl_00933_2 values (toDateTime('2000-10-10 00:00:00'), 1);
 insert into ttl_00933_2 values (toDateTime('2000-10-10 00:00:00'), 2);
 insert into ttl_00933_2 values (toDateTime('2100-10-10 00:00:00'), 3);
 insert into ttl_00933_2 values (toDateTime('2100-10-10 00:00:00'), 4);
-select sleep(0.7) format Null; -- wait if very fast merge happen
 optimize table ttl_00933_2 final;
 select a from ttl_00933_2 order by a;
 
@@ -16,7 +15,6 @@ insert into ttl_00933_2 values (toDateTime('2000-10-10 00:00:00'), 1, 100);
 insert into ttl_00933_2 values (toDateTime('2000-10-10 00:00:00'), 2, 200);
 insert into ttl_00933_2 values (toDateTime('2100-10-10 00:00:00'), 3, 300);
 insert into ttl_00933_2 values (toDateTime('2100-10-10 00:00:00'), 4, 400);
-select sleep(0.7) format Null; -- wait if very fast merge happen
 optimize table ttl_00933_2 final;
 select a, b from ttl_00933_2 order by a;
 
@@ -27,7 +25,6 @@ insert into ttl_00933_2 values (toDateTime('2000-10-10 00:00:00'), 1, 5);
 insert into ttl_00933_2 values (toDateTime('2000-10-10 00:00:00'), 2, 10);
 insert into ttl_00933_2 values (toDateTime('2100-10-10 00:00:00'), 3, 15);
 insert into ttl_00933_2 values (toDateTime('2100-10-10 00:00:00'), 4, 20);
-select sleep(0.7) format Null; -- wait if very fast merge happen
 optimize table ttl_00933_2 final;
 select a, b from ttl_00933_2 order by a;
 
diff --git a/tests/queries/0_stateless/00937_ipv4_cidr_range.reference b/tests/queries/0_stateless/00937_ipv4_cidr_range.reference
index 060780263de..01f85dc6447 100644
--- a/tests/queries/0_stateless/00937_ipv4_cidr_range.reference
+++ b/tests/queries/0_stateless/00937_ipv4_cidr_range.reference
@@ -1,3 +1,5 @@
+check invalid params
+tests
 4
 3
 2
@@ -14,3 +16,5 @@
 ('192.168.5.2','192.168.5.2')
 ('0.0.0.0','0.255.255.255')
 ('240.0.0.0','255.255.255.255')
+('240.0.0.0','255.255.255.255')
+('248.0.0.0','255.255.255.255')
diff --git a/tests/queries/0_stateless/00937_ipv4_cidr_range.sql b/tests/queries/0_stateless/00937_ipv4_cidr_range.sql
index d0a04dd1cce..badefe22383 100644
--- a/tests/queries/0_stateless/00937_ipv4_cidr_range.sql
+++ b/tests/queries/0_stateless/00937_ipv4_cidr_range.sql
@@ -1,3 +1,9 @@
+SELECT 'check invalid params';
+SELECT IPv4CIDRToRange(1, 1); -- { serverError 43 }
+SELECT IPv4CIDRToRange(toUInt32(1), 512); -- { serverError 43 }
+
+SELECT 'tests';
+
 DROP TABLE IF EXISTS ipv4_range;
 CREATE TABLE ipv4_range(ip IPv4, cidr UInt8) ENGINE = Memory;
 
@@ -16,7 +22,9 @@ WITH IPv4CIDRToRange(ip, cidr) as ip_range SELECT ip, cidr, IPv4NumToString(tupl
 DROP TABLE ipv4_range;
 
 SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 0);
-SELEcT IPv4CIDRToRange(toIPv4('255.255.255.255'), 8);
+SELECT IPv4CIDRToRange(toIPv4('255.255.255.255'), 8);
 SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 32);
 SELECT IPv4CIDRToRange(toIPv4('0.0.0.0'), 8);
 SELECT IPv4CIDRToRange(toIPv4('255.0.0.0'), 4);
+
+SELECT IPv4CIDRToRange(toIPv4('255.0.0.0'), toUInt8(4 + number)) FROM numbers(2);
diff --git a/tests/queries/0_stateless/00938_ipv6_cidr_range.reference b/tests/queries/0_stateless/00938_ipv6_cidr_range.reference
index fe2a43fbda5..10e9be0bb8c 100644
--- a/tests/queries/0_stateless/00938_ipv6_cidr_range.reference
+++ b/tests/queries/0_stateless/00938_ipv6_cidr_range.reference
@@ -1,3 +1,5 @@
+check invalid params
+tests
 3
 4
 3
@@ -16,3 +18,5 @@ ffff::	4	('f000::','ffff:ffff:ffff:ffff:ffff:ffff:ffff:ffff')
 ('::','ff:ffff:ffff:ffff:ffff:ffff:ffff:ffff')
 ('f000::','ffff:ffff:ffff:ffff:ffff:ffff:ffff:ffff')
 1
+('2001:db8:0:85a3::ac1f:8001','2001:db8:0:85a3::ac1f:8001')
+('2001:db8:0:85a3::ac1f:8000','2001:db8:0:85a3::ac1f:8001')
diff --git a/tests/queries/0_stateless/00938_ipv6_cidr_range.sql b/tests/queries/0_stateless/00938_ipv6_cidr_range.sql
index 5f69710b220..3fa4c7c5d3f 100644
--- a/tests/queries/0_stateless/00938_ipv6_cidr_range.sql
+++ b/tests/queries/0_stateless/00938_ipv6_cidr_range.sql
@@ -1,3 +1,11 @@
+SELECT 'check invalid params';
+SELECT IPv6CIDRToRange(1, 1); -- { serverError 43 }
+SELECT IPv6CIDRToRange('1234', 1); -- { serverError 43 }
+SELECT IPv6CIDRToRange(toFixedString('1234', 10), 1); -- { serverError 43 }
+SELECT IPv6CIDRToRange(toFixedString('1234', 16), toUInt16(1)); -- { serverError 43 }
+
+SELECT 'tests';
+
 DROP TABLE IF EXISTS ipv6_range;
 CREATE TABLE ipv6_range(ip IPv6, cidr UInt8) ENGINE = Memory;
 
@@ -23,3 +31,5 @@ SELECT IPv6CIDRToRange(IPv6StringToNum('ffff:ffff:ffff:ffff:ffff:ffff:ffff:ffff'
 SELECT IPv6CIDRToRange(IPv6StringToNum('0000:0000:0000:0000:0000:0000:0000:0000'), 8);
 SELECT IPv6CIDRToRange(IPv6StringToNum('ffff:0000:0000:0000:0000:0000:0000:0000'), 4);
 SELECT IPv6CIDRToRange(IPv6StringToNum('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 128) = IPv6CIDRToRange(IPv6StringToNum('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 200) ;
+
+SELECT IPv6CIDRToRange(IPv6StringToNum('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), toUInt8(128 - number)) FROM numbers(2);
diff --git a/tests/queries/0_stateless/00965_logs_level_bugfix.sh b/tests/queries/0_stateless/00965_logs_level_bugfix.sh
index 69fc34e6988..0c618cf1bf0 100755
--- a/tests/queries/0_stateless/00965_logs_level_bugfix.sh
+++ b/tests/queries/0_stateless/00965_logs_level_bugfix.sh
@@ -3,18 +3,18 @@
 CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_BINARY client --send_logs_level="trace" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Trace" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="trace" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Trace" | head -n 1
 echo "."
-$CLICKHOUSE_BINARY client --send_logs_level="debug" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Debug" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="debug" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Debug" | head -n 1
 echo "."
-$CLICKHOUSE_BINARY client --send_logs_level="information" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Information" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="information" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Information" | head -n 1
 echo "."
-$CLICKHOUSE_BINARY client --send_logs_level="error" --query="SELECT throwIf(1)" 2>&1 | awk '{ print $8 }' | grep "Error" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="error" --query="SELECT throwIf(1)" 2>&1 | awk '{ print $8 }' | grep "Error" | head -n 1
 echo "-"
-$CLICKHOUSE_BINARY client --send_logs_level="debug" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Trace" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="debug" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Trace" | head -n 1
 echo "."
-$CLICKHOUSE_BINARY client --send_logs_level="information" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="information" --query="SELECT 1" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace" | head -n 1
 echo "."
-$CLICKHOUSE_BINARY client --send_logs_level="error" --query="SELECT throwIf(1)" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace\|Information" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="error" --query="SELECT throwIf(1)" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace\|Information" | head -n 1
 echo "."
-$CLICKHOUSE_BINARY client --send_logs_level="None" --query="SELECT throwIf(1)" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace\|Information\|Error" | head -n 1
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="None" --query="SELECT throwIf(1)" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace\|Information\|Error" | head -n 1
diff --git a/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.reference b/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.reference
index e69de29bb2d..432299e9556 100644
--- a/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.reference
+++ b/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.reference
@@ -0,0 +1,10 @@
+OK
+OK
+OK
+OK
+OK
+OK
+OK
+OK
+OK
+OK
diff --git a/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.sh b/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.sh
index cd654bd6581..34dd1e5c083 100755
--- a/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.sh
+++ b/tests/queries/0_stateless/00965_send_logs_level_concurrent_queries.sh
@@ -4,8 +4,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 . "$CURDIR"/../shell_config.sh
 
 for _ in {1..10}; do
-    $CLICKHOUSE_BINARY client --send_logs_level="trace" --query="SELECT * from numbers(1000000);" > /dev/null 2> /dev/null &
-    $CLICKHOUSE_BINARY client --send_logs_level="information" --query="SELECT * from numbers(1000000);" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace" &
+    ${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="trace" --query="SELECT * from numbers(1000000);" 2>&1 | awk '{ print $8 }' | grep -q "Trace" && echo "OK" || echo "Fail" &
+    ${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="information" --query="SELECT * from numbers(1000000);" 2>&1 | awk '{ print $8 }' | grep "Debug\|Trace" &
 done
 
 wait
diff --git a/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh b/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh
index d86631513a1..d4344e6e8bd 100755
--- a/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh
+++ b/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh
@@ -97,4 +97,7 @@ timeout $TIMEOUT bash -c thread6 2>&1 | grep "was not completely removed from Zo
 
 wait
 
-for i in {0..9}; do $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS alter_table_$i"; done
+for i in {0..9}; do
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS alter_table_$i" &
+done
+wait
diff --git a/tests/queries/0_stateless/01021_tuple_parser.sql b/tests/queries/0_stateless/01021_tuple_parser.sql
index d0c837fae83..4fc7aa1e3ee 100644
--- a/tests/queries/0_stateless/01021_tuple_parser.sql
+++ b/tests/queries/0_stateless/01021_tuple_parser.sql
@@ -1,8 +1,6 @@
 SELECT toTypeName((1,)), (1,);
 
-SET enable_debug_queries = 1;
-
-ANALYZE SELECT (1,);
+EXPLAIN SYNTAX SELECT (1,);
 
 DROP TABLE IF EXISTS tuple_values;
 
diff --git a/tests/queries/0_stateless/01029_early_constant_folding.sql b/tests/queries/0_stateless/01029_early_constant_folding.sql
index 52af4e4d75c..428c3625295 100644
--- a/tests/queries/0_stateless/01029_early_constant_folding.sql
+++ b/tests/queries/0_stateless/01029_early_constant_folding.sql
@@ -1,15 +1,13 @@
-SET enable_debug_queries = 1;
-
 -- constant folding
 
-ANALYZE SELECT 1 WHERE 1 = 0;
+EXPLAIN SYNTAX SELECT 1 WHERE 1 = 0;
 
-ANALYZE SELECT 1 WHERE 1 IN (0, 1, 2);
+EXPLAIN SYNTAX SELECT 1 WHERE 1 IN (0, 1, 2);
 
-ANALYZE SELECT 1 WHERE 1 IN (0, 2) AND 2 = (SELECT 2);
+EXPLAIN SYNTAX SELECT 1 WHERE 1 IN (0, 2) AND 2 = (SELECT 2);
 
 -- no constant folding
 
-ANALYZE SELECT 1 WHERE 1 IN ((SELECT arrayJoin([1, 2, 3])) AS subquery);
+EXPLAIN SYNTAX SELECT 1 WHERE 1 IN ((SELECT arrayJoin([1, 2, 3])) AS subquery);
 
-ANALYZE SELECT 1 WHERE NOT ignore();
+EXPLAIN SYNTAX SELECT 1 WHERE NOT ignore();
diff --git a/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.reference b/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.reference
index 5565ed6787f..03e58c13ff2 100644
--- a/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.reference
+++ b/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.reference
@@ -1,4 +1,20 @@
+test_cluster_two_shards prefer_localhost_replica=0
+0
 0
 1
+1
+test_cluster_two_shards prefer_localhost_replica=1
+0
 0
 1
+1
+test_cluster_two_shards_internal_replication prefer_localhost_replica=0
+0
+0
+1
+1
+test_cluster_two_shards_internal_replication prefer_localhost_replica=1
+0
+0
+1
+1
diff --git a/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.sql b/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.sql
index dbec319ab76..dec748789c8 100644
--- a/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.sql
+++ b/tests/queries/0_stateless/01040_distributed_directory_monitor_batch_inserts.sql
@@ -7,6 +7,40 @@ DROP TABLE IF EXISTS dist_test_01040;
 
 CREATE TABLE test_01040 (key UInt64) ENGINE=TinyLog();
 CREATE TABLE dist_test_01040 AS test_01040 Engine=Distributed(test_cluster_two_shards, currentDatabase(), test_01040, key);
+
+-- internal_replication=false
+SELECT 'test_cluster_two_shards prefer_localhost_replica=0';
+SET prefer_localhost_replica=0;
 INSERT INTO dist_test_01040 SELECT toUInt64(number) FROM numbers(2);
 SYSTEM FLUSH DISTRIBUTED dist_test_01040;
-SELECT * FROM dist_test_01040;
+SELECT * FROM dist_test_01040 ORDER BY key;
+TRUNCATE TABLE test_01040;
+
+SELECT 'test_cluster_two_shards prefer_localhost_replica=1';
+SET prefer_localhost_replica=1;
+INSERT INTO dist_test_01040 SELECT toUInt64(number) FROM numbers(2);
+SYSTEM FLUSH DISTRIBUTED dist_test_01040;
+SELECT * FROM dist_test_01040 ORDER BY key;
+TRUNCATE TABLE test_01040;
+
+DROP TABLE dist_test_01040;
+
+-- internal_replication=true
+CREATE TABLE dist_test_01040 AS test_01040 Engine=Distributed(test_cluster_two_shards_internal_replication, currentDatabase(), test_01040, key);
+SELECT 'test_cluster_two_shards_internal_replication prefer_localhost_replica=0';
+SET prefer_localhost_replica=0;
+INSERT INTO dist_test_01040 SELECT toUInt64(number) FROM numbers(2);
+SYSTEM FLUSH DISTRIBUTED dist_test_01040;
+SELECT * FROM dist_test_01040 ORDER BY key;
+TRUNCATE TABLE test_01040;
+
+SELECT 'test_cluster_two_shards_internal_replication prefer_localhost_replica=1';
+SET prefer_localhost_replica=1;
+INSERT INTO dist_test_01040 SELECT toUInt64(number) FROM numbers(2);
+SYSTEM FLUSH DISTRIBUTED dist_test_01040;
+SELECT * FROM dist_test_01040 ORDER BY key;
+TRUNCATE TABLE test_01040;
+
+
+DROP TABLE dist_test_01040;
+DROP TABLE test_01040;
diff --git a/tests/queries/0_stateless/01056_predicate_optimizer_bugs.sql b/tests/queries/0_stateless/01056_predicate_optimizer_bugs.sql
index 18552a6591d..d59b8fc30ac 100644
--- a/tests/queries/0_stateless/01056_predicate_optimizer_bugs.sql
+++ b/tests/queries/0_stateless/01056_predicate_optimizer_bugs.sql
@@ -1,18 +1,17 @@
-SET enable_debug_queries = 1;
 SET enable_optimize_predicate_expression = 1;
 SET joined_subquery_requires_alias = 0;
 
 -- https://github.com/ClickHouse/ClickHouse/issues/3885
 -- https://github.com/ClickHouse/ClickHouse/issues/5485
-ANALYZE SELECT k, v, d, i FROM (SELECT t.1 AS k, t.2 AS v, runningDifference(v) AS d, runningDifference(cityHash64(t.1)) AS i FROM (   SELECT arrayJoin([('a', 1), ('a', 2), ('a', 3), ('b', 11), ('b', 13), ('b', 15)]) AS t)) WHERE i = 0;
+EXPLAIN SYNTAX SELECT k, v, d, i FROM (SELECT t.1 AS k, t.2 AS v, runningDifference(v) AS d, runningDifference(cityHash64(t.1)) AS i FROM (   SELECT arrayJoin([('a', 1), ('a', 2), ('a', 3), ('b', 11), ('b', 13), ('b', 15)]) AS t)) WHERE i = 0;
 SELECT k, v, d, i FROM (SELECT t.1 AS k, t.2 AS v, runningDifference(v) AS d, runningDifference(cityHash64(t.1)) AS i FROM (   SELECT arrayJoin([('a', 1), ('a', 2), ('a', 3), ('b', 11), ('b', 13), ('b', 15)]) AS t)) WHERE i = 0;
 
 -- https://github.com/ClickHouse/ClickHouse/issues/5682
-ANALYZE SELECT co,co2,co3,num FROM ( SELECT co,co2,co3,count() AS num FROM ( SELECT 1 AS co,2 AS co2 ,3 AS co3 ) GROUP BY cube (co,co2,co3) ) WHERE co!=0 AND co2 !=2;
+EXPLAIN SYNTAX SELECT co,co2,co3,num FROM ( SELECT co,co2,co3,count() AS num FROM ( SELECT 1 AS co,2 AS co2 ,3 AS co3 ) GROUP BY cube (co,co2,co3) ) WHERE co!=0 AND co2 !=2;
 SELECT co,co2,co3,num FROM ( SELECT co,co2,co3,count() AS num FROM ( SELECT 1 AS co,2 AS co2 ,3 AS co3 ) GROUP BY cube (co,co2,co3) ) WHERE co!=0 AND co2 !=2;
 
 -- https://github.com/ClickHouse/ClickHouse/issues/6734
-ANALYZE SELECT alias AS name FROM ( SELECT name AS alias FROM system.settings ) ANY INNER JOIN ( SELECT name FROM system.settings ) USING (name) WHERE name = 'enable_optimize_predicate_expression';
+EXPLAIN SYNTAX SELECT alias AS name FROM ( SELECT name AS alias FROM system.settings ) ANY INNER JOIN ( SELECT name FROM system.settings ) USING (name) WHERE name = 'enable_optimize_predicate_expression';
 SELECT alias AS name FROM ( SELECT name AS alias FROM system.settings ) ANY INNER JOIN ( SELECT name FROM system.settings ) USING (name) WHERE name = 'enable_optimize_predicate_expression';
 
 -- https://github.com/ClickHouse/ClickHouse/issues/6767
@@ -38,7 +37,7 @@ DROP TABLE IF EXISTS t3;
 DROP TABLE IF EXISTS view1;
 
 -- https://github.com/ClickHouse/ClickHouse/issues/7136
-ANALYZE SELECT ccc FROM ( SELECT 1 AS ccc UNION ALL SELECT * FROM ( SELECT 2 AS ccc ) ANY INNER JOIN ( SELECT 2 AS ccc ) USING (ccc) ) WHERE ccc > 1;
+EXPLAIN SYNTAX SELECT ccc FROM ( SELECT 1 AS ccc UNION ALL SELECT * FROM ( SELECT 2 AS ccc ) ANY INNER JOIN ( SELECT 2 AS ccc ) USING (ccc) ) WHERE ccc > 1;
 SELECT ccc FROM ( SELECT 1 AS ccc UNION ALL SELECT * FROM ( SELECT 2 AS ccc ) ANY INNER JOIN ( SELECT 2 AS ccc ) USING (ccc) ) WHERE ccc > 1;
 
 -- https://github.com/ClickHouse/ClickHouse/issues/5674
@@ -50,8 +49,8 @@ DROP TABLE IF EXISTS B;
 CREATE TABLE A (ts DateTime, id String, id_b String) ENGINE = MergeTree PARTITION BY toStartOfHour(ts) ORDER BY (ts,id);
 CREATE TABLE B (ts DateTime, id String, id_c String) ENGINE = MergeTree PARTITION BY toStartOfHour(ts) ORDER BY (ts,id);
 
-ANALYZE SELECT ts, id, id_b, b.ts, b.id, id_c FROM (SELECT ts, id, id_b FROM A) AS a ALL LEFT JOIN B AS b ON b.id = a.id_b WHERE a.ts <= toDateTime('1970-01-01 03:00:00');
-ANALYZE SELECT ts AS `--a.ts`, id AS `--a.id`, id_b AS `--a.id_b`, b.ts AS `--b.ts`, b.id AS `--b.id`, id_c AS `--b.id_c` FROM (SELECT ts, id, id_b FROM A) AS a ALL LEFT JOIN B AS b ON `--b.id` = `--a.id_b` WHERE `--a.ts` <= toDateTime('1970-01-01 03:00:00');
+EXPLAIN SYNTAX SELECT ts, id, id_b, b.ts, b.id, id_c FROM (SELECT ts, id, id_b FROM A) AS a ALL LEFT JOIN B AS b ON b.id = a.id_b WHERE a.ts <= toDateTime('1970-01-01 03:00:00');
+EXPLAIN SYNTAX SELECT ts AS `--a.ts`, id AS `--a.id`, id_b AS `--a.id_b`, b.ts AS `--b.ts`, b.id AS `--b.id`, id_c AS `--b.id_c` FROM (SELECT ts, id, id_b FROM A) AS a ALL LEFT JOIN B AS b ON `--b.id` = `--a.id_b` WHERE `--a.ts` <= toDateTime('1970-01-01 03:00:00');
 
 DROP TABLE IF EXISTS A;
 DROP TABLE IF EXISTS B;
@@ -69,14 +68,14 @@ SELECT B, next_B FROM (SELECT A, B, neighbor(B, 1) AS next_B FROM (SELECT * FROM
 
 DROP TABLE IF EXISTS test;
 
-ANALYZE SELECT * FROM (SELECT * FROM system.one) WHERE arrayMap(x -> x + 1, [dummy]) = [1];
+EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM system.one) WHERE arrayMap(x -> x + 1, [dummy]) = [1];
 SELECT * FROM (SELECT * FROM system.one) WHERE arrayMap(x -> x + 1, [dummy]) = [1];
 
-ANALYZE SELECT *  FROM (SELECT 1 AS id, 2 AS value) INNER JOIN (SELECT 1 AS id, 3 AS value_1) USING id WHERE arrayMap(x -> x + value + value_1, [1]) = [6];
+EXPLAIN SYNTAX SELECT *  FROM (SELECT 1 AS id, 2 AS value) INNER JOIN (SELECT 1 AS id, 3 AS value_1) USING id WHERE arrayMap(x -> x + value + value_1, [1]) = [6];
 SELECT *  FROM (SELECT 1 AS id, 2 AS value) INNER JOIN (SELECT 1 AS id, 3 AS value_1) USING id WHERE arrayMap(x -> x + value + value_1, [1]) = [6];
 
 -- check order is preserved
-ANALYZE SELECT * FROM system.one HAVING dummy > 0 AND dummy < 0;
+EXPLAIN SYNTAX SELECT * FROM system.one HAVING dummy > 0 AND dummy < 0;
 
 -- from #10613
 SELECT name, count() AS cnt
diff --git a/tests/queries/0_stateless/01076_predicate_optimizer_with_view.sql b/tests/queries/0_stateless/01076_predicate_optimizer_with_view.sql
index fa55a47e768..d652cbeea5d 100644
--- a/tests/queries/0_stateless/01076_predicate_optimizer_with_view.sql
+++ b/tests/queries/0_stateless/01076_predicate_optimizer_with_view.sql
@@ -4,14 +4,13 @@ DROP TABLE IF EXISTS test_view;
 CREATE TABLE test(date Date, id Int8, name String, value Int64) ENGINE = MergeTree(date, (id, date), 8192);
 CREATE VIEW test_view AS SELECT * FROM test;
 
-SET enable_debug_queries = 1;
 SET enable_optimize_predicate_expression = 1;
 
 -- Optimize predicate expression with view
-ANALYZE SELECT * FROM test_view WHERE id = 1;
-ANALYZE SELECT * FROM test_view WHERE id = 2;
-ANALYZE SELECT id FROM test_view WHERE id  = 1;
-ANALYZE SELECT s.id FROM test_view AS s WHERE s.id = 1;
+EXPLAIN SYNTAX SELECT * FROM test_view WHERE id = 1;
+EXPLAIN SYNTAX SELECT * FROM test_view WHERE id = 2;
+EXPLAIN SYNTAX SELECT id FROM test_view WHERE id  = 1;
+EXPLAIN SYNTAX SELECT s.id FROM test_view AS s WHERE s.id = 1;
 
 SELECT * FROM (SELECT toUInt64(b), sum(id) AS b FROM test) WHERE `toUInt64(sum(id))` = 3; -- { serverError 47 }
 
diff --git a/tests/queries/0_stateless/01083_cross_to_inner_with_like.sql b/tests/queries/0_stateless/01083_cross_to_inner_with_like.sql
index 9e03502c11b..644190cbddf 100644
--- a/tests/queries/0_stateless/01083_cross_to_inner_with_like.sql
+++ b/tests/queries/0_stateless/01083_cross_to_inner_with_like.sql
@@ -4,12 +4,11 @@ DROP TABLE IF EXISTS r;
 CREATE TABLE n (k UInt32) ENGINE = Memory;
 CREATE TABLE r (k UInt32, name String) ENGINE = Memory;
 
-SET enable_debug_queries = 1;
 SET enable_optimize_predicate_expression = 0;
 
-ANALYZE SELECT * FROM n, r WHERE n.k = r.k AND r.name = 'A';
-ANALYZE SELECT * FROM n, r WHERE n.k = r.k AND r.name LIKE 'A%';
-ANALYZE SELECT * FROM n, r WHERE n.k = r.k AND r.name NOT LIKE 'A%';
+EXPLAIN SYNTAX SELECT * FROM n, r WHERE n.k = r.k AND r.name = 'A';
+EXPLAIN SYNTAX SELECT * FROM n, r WHERE n.k = r.k AND r.name LIKE 'A%';
+EXPLAIN SYNTAX SELECT * FROM n, r WHERE n.k = r.k AND r.name NOT LIKE 'A%';
 
 DROP TABLE n;
 DROP TABLE r;
diff --git a/tests/queries/0_stateless/01093_cyclic_defaults_filimonov.sql b/tests/queries/0_stateless/01093_cyclic_defaults_filimonov.sql
index 548cd794ba3..f5f88db9d66 100644
--- a/tests/queries/0_stateless/01093_cyclic_defaults_filimonov.sql
+++ b/tests/queries/0_stateless/01093_cyclic_defaults_filimonov.sql
@@ -1,7 +1,7 @@
 CREATE TABLE test
 (
-    `a1` UInt64 DEFAULT a + 1,
-    `a1` UInt64 DEFAULT a + 1,
+    `a0` UInt64 DEFAULT a1 + 1,
+    `a1` UInt64 DEFAULT a0 + 1,
     `a2` UInt64 DEFAULT a3 + a4,
     `a3` UInt64 DEFAULT a2 + 1,
     `a4` UInt64 ALIAS a3 + 1
diff --git a/tests/queries/0_stateless/01107_atomic_db_detach_attach.sh b/tests/queries/0_stateless/01107_atomic_db_detach_attach.sh
index 9f4bfb2c436..173bf44e1f1 100755
--- a/tests/queries/0_stateless/01107_atomic_db_detach_attach.sh
+++ b/tests/queries/0_stateless/01107_atomic_db_detach_attach.sh
@@ -10,18 +10,18 @@ $CLICKHOUSE_CLIENT -q "CREATE TABLE test_01107.mt (n UInt64) ENGINE=MergeTree()
 $CLICKHOUSE_CLIENT -q "INSERT INTO test_01107.mt SELECT number + sleepEachRow(3) FROM numbers(5)" &
 sleep 1
 
-$CLICKHOUSE_CLIENT -q "DETACH TABLE test_01107.mt"
+$CLICKHOUSE_CLIENT -q "DETACH TABLE test_01107.mt" --database_atomic_wait_for_drop_and_detach_synchronously=0
 $CLICKHOUSE_CLIENT -q "ATTACH TABLE test_01107.mt" 2>&1 | grep -F "Code: 57" > /dev/null && echo "OK"
-$CLICKHOUSE_CLIENT -q "DETACH DATABASE test_01107" 2>&1 | grep -F "Code: 219" > /dev/null && echo "OK"
+$CLICKHOUSE_CLIENT -q "DETACH DATABASE test_01107" --database_atomic_wait_for_drop_and_detach_synchronously=0 2>&1 | grep -F "Code: 219" > /dev/null && echo "OK"
 
 wait
 $CLICKHOUSE_CLIENT -q "ATTACH TABLE test_01107.mt"
 $CLICKHOUSE_CLIENT -q "SELECT count(n), sum(n) FROM test_01107.mt"
-$CLICKHOUSE_CLIENT -q "DETACH DATABASE test_01107"
+$CLICKHOUSE_CLIENT -q "DETACH DATABASE test_01107" --database_atomic_wait_for_drop_and_detach_synchronously=0
 $CLICKHOUSE_CLIENT -q "ATTACH DATABASE test_01107"
 $CLICKHOUSE_CLIENT -q "SELECT count(n), sum(n) FROM test_01107.mt"
 
 $CLICKHOUSE_CLIENT -q "INSERT INTO test_01107.mt SELECT number + sleepEachRow(1) FROM numbers(5)" && echo "end" &
 sleep 1
-$CLICKHOUSE_CLIENT -q "DROP DATABASE test_01107" && sleep 1 && echo "dropped"
+$CLICKHOUSE_CLIENT -q "DROP DATABASE test_01107" --database_atomic_wait_for_drop_and_detach_synchronously=0 && sleep 1 && echo "dropped"
 wait
diff --git a/tests/queries/0_stateless/01114_database_atomic.sh b/tests/queries/0_stateless/01114_database_atomic.sh
index d23be44e784..2a3a171b724 100755
--- a/tests/queries/0_stateless/01114_database_atomic.sh
+++ b/tests/queries/0_stateless/01114_database_atomic.sh
@@ -3,6 +3,7 @@
 CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 . "$CURDIR"/../shell_config.sh
 
+
 $CLICKHOUSE_CLIENT -q "DROP DATABASE IF EXISTS test_01114_1"
 $CLICKHOUSE_CLIENT -q "DROP DATABASE IF EXISTS test_01114_2"
 $CLICKHOUSE_CLIENT -q "DROP DATABASE IF EXISTS test_01114_3"
@@ -36,9 +37,10 @@ $CLICKHOUSE_CLIENT -q "SELECT count() FROM test_01114_3.mt_tmp"
 
 $CLICKHOUSE_CLIENT -q "DROP DATABASE test_01114_3"
 
-$CLICKHOUSE_CLIENT -q "CREATE TABLE test_01114_2.mt UUID '00001114-0000-4000-8000-000000000002' (n UInt64) ENGINE=MergeTree() ORDER BY tuple() PARTITION BY (n % 5)"
-$CLICKHOUSE_CLIENT --show_table_uuid_in_table_create_query_if_not_nil=1 -q "SHOW CREATE TABLE test_01114_2.mt"
-$CLICKHOUSE_CLIENT -q "SELECT name, uuid, create_table_query FROM system.tables WHERE database='test_01114_2'"
+explicit_uuid=$($CLICKHOUSE_CLIENT -q "SELECT generateUUIDv4()")
+$CLICKHOUSE_CLIENT -q "CREATE TABLE test_01114_2.mt UUID '$explicit_uuid' (n UInt64) ENGINE=MergeTree() ORDER BY tuple() PARTITION BY (n % 5)"
+$CLICKHOUSE_CLIENT --show_table_uuid_in_table_create_query_if_not_nil=1 -q "SHOW CREATE TABLE test_01114_2.mt" | sed "s/$explicit_uuid/00001114-0000-4000-8000-000000000002/g"
+$CLICKHOUSE_CLIENT -q "SELECT name, uuid, create_table_query FROM system.tables WHERE database='test_01114_2'" | sed "s/$explicit_uuid/00001114-0000-4000-8000-000000000002/g"
 
 
 $CLICKHOUSE_CLIENT -q "SELECT count(col), sum(col) FROM (SELECT n + sleepEachRow(1.5) AS col FROM test_01114_1.mt)" &     # 30s, result: 20, 190
@@ -55,18 +57,18 @@ $CLICKHOUSE_CLIENT -q "EXCHANGE TABLES test_01114_1.mt AND test_01114_2.mt"
 $CLICKHOUSE_CLIENT -q "SELECT count() FROM test_01114_1.mt"
 uuid_mt1=$($CLICKHOUSE_CLIENT -q "SELECT uuid FROM system.tables WHERE database='test_01114_1' AND name='mt'")
 $CLICKHOUSE_CLIENT --show_table_uuid_in_table_create_query_if_not_nil=1 -q "SHOW CREATE TABLE test_01114_1.mt" | sed "s/$uuid_mt1/00001114-0000-4000-8000-000000000001/g"
-$CLICKHOUSE_CLIENT --show_table_uuid_in_table_create_query_if_not_nil=1 -q "SHOW CREATE TABLE test_01114_2.mt"
+$CLICKHOUSE_CLIENT --show_table_uuid_in_table_create_query_if_not_nil=1 -q "SHOW CREATE TABLE test_01114_2.mt" | sed "s/$explicit_uuid/00001114-0000-4000-8000-000000000002/g"
 
-$CLICKHOUSE_CLIENT -q "DROP TABLE test_01114_1.mt"
+$CLICKHOUSE_CLIENT -q "DROP TABLE test_01114_1.mt" --database_atomic_wait_for_drop_and_detach_synchronously=0
 $CLICKHOUSE_CLIENT -q "CREATE TABLE test_01114_1.mt (s String) ENGINE=Log()"
 $CLICKHOUSE_CLIENT -q "INSERT INTO test_01114_1.mt SELECT 's' || toString(number) FROM numbers(5)"
 $CLICKHOUSE_CLIENT -q "SELECT count() FROM test_01114_1.mt"   # result: 5
 
 $CLICKHOUSE_CLIENT -q "SELECT tuple(s, sleepEachRow(3)) FROM test_01114_1.mt" > /dev/null &    # 15s
 sleep 1
-$CLICKHOUSE_CLIENT -q "DROP DATABASE test_01114_1" && echo "dropped"
+$CLICKHOUSE_CLIENT -q "DROP DATABASE test_01114_1" --database_atomic_wait_for_drop_and_detach_synchronously=0 && echo "dropped"
 
 wait # for INSERT
 
 $CLICKHOUSE_CLIENT -q "SELECT count(n), sum(n) FROM test_01114_2.mt"    # result: 30, 435
-$CLICKHOUSE_CLIENT -q "DROP DATABASE test_01114_2"
+$CLICKHOUSE_CLIENT -q "DROP DATABASE test_01114_2" --database_atomic_wait_for_drop_and_detach_synchronously=0
diff --git a/tests/queries/0_stateless/01150_ddl_guard_rwr.reference b/tests/queries/0_stateless/01150_ddl_guard_rwr.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01150_ddl_guard_rwr.sh b/tests/queries/0_stateless/01150_ddl_guard_rwr.sh
new file mode 100755
index 00000000000..43804075938
--- /dev/null
+++ b/tests/queries/0_stateless/01150_ddl_guard_rwr.sh
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+
+CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL=fatal
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT --query "DROP DATABASE IF EXISTS test_01150"
+$CLICKHOUSE_CLIENT --query "CREATE DATABASE test_01150"
+
+$CLICKHOUSE_CLIENT --query "CREATE TABLE test_01150.t1 (x UInt64, s Array(Nullable(String))) ENGINE = Memory"
+$CLICKHOUSE_CLIENT --query "CREATE TABLE test_01150.t2 (x UInt64, s Array(Nullable(String))) ENGINE = Memory"
+
+function thread_detach_attach {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "DETACH DATABASE test_01150" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (219)'
+        sleep 0.0$RANDOM
+        $CLICKHOUSE_CLIENT --query "ATTACH DATABASE test_01150" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (82)'
+        sleep 0.0$RANDOM
+    done
+}
+
+function thread_rename {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "RENAME TABLE test_01150.t1 TO test_01150.t2_tmp, test_01150.t2 TO test_01150.t1, test_01150.t2_tmp TO test_01150.t2" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (81|60|57|521)'
+        sleep 0.0$RANDOM
+        $CLICKHOUSE_CLIENT --query "RENAME TABLE test_01150.t2 TO test_01150.t1, test_01150.t2_tmp TO test_01150.t2" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (81|60|57|521)'
+        sleep 0.0$RANDOM
+        $CLICKHOUSE_CLIENT --query "RENAME TABLE test_01150.t2_tmp TO test_01150.t2" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (81|60|57|521)'
+        sleep 0.0$RANDOM
+    done
+}
+
+export -f thread_detach_attach
+export -f thread_rename
+
+timeout 20 bash -c "thread_detach_attach" &
+timeout 20 bash -c 'thread_rename' &
+wait
+sleep 1
+
+$CLICKHOUSE_CLIENT --query "DETACH DATABASE IF EXISTS test_01150"
+$CLICKHOUSE_CLIENT --query "ATTACH DATABASE IF NOT EXISTS test_01150"
+$CLICKHOUSE_CLIENT --query "DROP DATABASE test_01150";
diff --git a/tests/queries/0_stateless/01232_untuple.reference b/tests/queries/0_stateless/01232_untuple.reference
new file mode 100644
index 00000000000..44f96e1decd
--- /dev/null
+++ b/tests/queries/0_stateless/01232_untuple.reference
@@ -0,0 +1,13 @@
+1	3
+hello	1	3	world
+9
+9	(0,1)
+key	v1	v2	v3	v4	v5
+4	10	20	10	20	30
+3	70	20	10	20	30
+2	11	20	10	20	30
+5	10	20	10	20	30
+1	20	20	10	20	30
+6	10	20	10	20	30
+7	18	20	10	20	30
+8	30	20	10	20	30
diff --git a/tests/queries/0_stateless/01232_untuple.sql b/tests/queries/0_stateless/01232_untuple.sql
new file mode 100644
index 00000000000..39ee9e82fa7
--- /dev/null
+++ b/tests/queries/0_stateless/01232_untuple.sql
@@ -0,0 +1,10 @@
+select untuple((* except (b),)) from (select 1 a, 2 b, 3 c);
+select 'hello', untuple((* except (b),)), 'world' from (select 1 a, 2 b, 3 c);
+select argMax(untuple(x)) from (select (number, number + 1) as x from numbers(10));
+select argMax(untuple(x)), min(x) from (select (number, number + 1) as x from numbers(10)) having tuple(untuple(min(x))).1 != 42;
+
+drop table if exists kv;
+create table kv (key int, v1 int, v2 int, v3 int, v4 int, v5 int) engine MergeTree order by key;
+insert into kv values (1, 10, 20, 10, 20, 30), (2, 11, 20, 10, 20, 30), (1, 18, 20, 10, 20, 30), (1, 20, 20, 10, 20, 30), (3, 70, 20, 10, 20, 30), (4, 10, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30), (5, 10, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30), (8, 30, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30), (6, 10, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30), (7, 18, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30), (7, 10, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30), (8, 10, 20, 10, 20, 30), (1, 10, 20, 10, 20, 30);
+select key, untuple(argMax((* except (key),), v1)) from kv group by key format TSVWithNames;
+drop table if exists kv;
diff --git a/tests/queries/0_stateless/01259_combinator_distinct.sql b/tests/queries/0_stateless/01259_combinator_distinct.sql
index 1b6f887ff70..879c95a61fe 100644
--- a/tests/queries/0_stateless/01259_combinator_distinct.sql
+++ b/tests/queries/0_stateless/01259_combinator_distinct.sql
@@ -7,9 +7,8 @@ SELECT round(corrStable(x, y), 5) FROM (SELECT DISTINCT number % 10 AS x, number
 
 SELECT sum(DISTINCT y) FROM (SELECT number % 5 AS x, number % 15 AS y FROM numbers(1000)) GROUP BY x;
 
-SET enable_debug_queries = 1;
 SELECT countIf(DISTINCT number % 10, number % 5 = 2) FROM numbers(10000);
-ANALYZE SELECT countIf(DISTINCT number % 10, number % 5 = 2) FROM numbers(10000);
+EXPLAIN SYNTAX SELECT countIf(DISTINCT number % 10, number % 5 = 2) FROM numbers(10000);
 
 SELECT sumIf(DISTINCT number % 10, number % 5 = 2) FROM numbers(10000);
-ANALYZE SELECT sumIf(DISTINCT number % 10, number % 5 = 2) FROM numbers(10000);
+EXPLAIN SYNTAX SELECT sumIf(DISTINCT number % 10, number % 5 = 2) FROM numbers(10000);
diff --git a/tests/queries/0_stateless/01271_optimize_arithmetic_operations_in_aggr_func.sql b/tests/queries/0_stateless/01271_optimize_arithmetic_operations_in_aggr_func.sql
index df762a0ee6d..ccfa08af7bc 100644
--- a/tests/queries/0_stateless/01271_optimize_arithmetic_operations_in_aggr_func.sql
+++ b/tests/queries/0_stateless/01271_optimize_arithmetic_operations_in_aggr_func.sql
@@ -1,61 +1,60 @@
-SET enable_debug_queries = 1;
 SET optimize_arithmetic_operations_in_aggregate_functions = 1;
 
-ANALYZE SELECT sum(n + 1), sum(1 + n), sum(n - 1), sum(1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(n * 2), sum(2 * n), sum(n / 2), sum(1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n + 1), min(1 + n), min(n - 1), min(1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n * 2), min(2 * n), min(n / 2), min(1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n + 1), max(1 + n), max(n - 1), max(1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n * 2), max(2 * n), max(n / 2), max(1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n + 1), sum(1 + n), sum(n - 1), sum(1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n * 2), sum(2 * n), sum(n / 2), sum(1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n + 1), min(1 + n), min(n - 1), min(1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n * 2), min(2 * n), min(n / 2), min(1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n + 1), max(1 + n), max(n - 1), max(1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n * 2), max(2 * n), max(n / 2), max(1 / n) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(n + -1), sum(-1 + n), sum(n - -1), sum(-1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(n * -2), sum(-2 * n), sum(n / -2), sum(-1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n + -1), min(-1 + n), min(n - -1), min(-1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n * -2), min(-2 * n), min(n / -2), min(-1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n + -1), max(-1 + n), max(n - -1), max(-1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n * -2), max(-2 * n), max(n / -2), max(-1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n + -1), sum(-1 + n), sum(n - -1), sum(-1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n * -2), sum(-2 * n), sum(n / -2), sum(-1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n + -1), min(-1 + n), min(n - -1), min(-1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n * -2), min(-2 * n), min(n / -2), min(-1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n + -1), max(-1 + n), max(n - -1), max(-1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n * -2), max(-2 * n), max(n / -2), max(-1 / n) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(abs(2) + 1), sum(abs(2) + n), sum(n - abs(2)), sum(1 - abs(2)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(abs(2) * 2), sum(abs(2) * n), sum(n / abs(2)), sum(1 / abs(2)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(abs(2) + 1), min(abs(2) + n), min(n - abs(2)), min(1 - abs(2)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(abs(2) * 2), min(abs(2) * n), min(n / abs(2)), min(1 / abs(2)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(abs(2) + 1), max(abs(2) + n), max(n - abs(2)), max(1 - abs(2)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(abs(2) * 2), max(abs(2) * n), max(n / abs(2)), max(1 / abs(2)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(abs(2) + 1), sum(abs(2) + n), sum(n - abs(2)), sum(1 - abs(2)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(abs(2) * 2), sum(abs(2) * n), sum(n / abs(2)), sum(1 / abs(2)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(abs(2) + 1), min(abs(2) + n), min(n - abs(2)), min(1 - abs(2)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(abs(2) * 2), min(abs(2) * n), min(n / abs(2)), min(1 / abs(2)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(abs(2) + 1), max(abs(2) + n), max(n - abs(2)), max(1 - abs(2)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(abs(2) * 2), max(abs(2) * n), max(n / abs(2)), max(1 / abs(2)) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(abs(n) + 1), sum(abs(n) + n), sum(n - abs(n)), sum(1 - abs(n)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(abs(n) * 2), sum(abs(n) * n), sum(n / abs(n)), sum(1 / abs(n)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(abs(n) + 1), min(abs(n) + n), min(n - abs(n)), min(1 - abs(n)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(abs(n) * 2), min(abs(n) * n), min(n / abs(n)), min(1 / abs(n)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(abs(n) + 1), max(abs(n) + n), max(n - abs(n)), max(1 - abs(n)) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(abs(n) * 2), max(abs(n) * n), max(n / abs(n)), max(1 / abs(n)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(abs(n) + 1), sum(abs(n) + n), sum(n - abs(n)), sum(1 - abs(n)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(abs(n) * 2), sum(abs(n) * n), sum(n / abs(n)), sum(1 / abs(n)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(abs(n) + 1), min(abs(n) + n), min(n - abs(n)), min(1 - abs(n)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(abs(n) * 2), min(abs(n) * n), min(n / abs(n)), min(1 / abs(n)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(abs(n) + 1), max(abs(n) + n), max(n - abs(n)), max(1 - abs(n)) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(abs(n) * 2), max(abs(n) * n), max(n / abs(n)), max(1 / abs(n)) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(n*n + 1), sum(1 + n*n), sum(n*n - 1), sum(1 - n*n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(n*n * 2), sum(2 * n*n), sum(n*n / 2), sum(1 / n*n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n*n + 1), min(1 + n*n), min(n*n - 1), min(1 - n*n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n*n * 2), min(2 * n*n), min(n*n / 2), min(1 / n*n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n*n + 1), max(1 + n*n), max(n*n - 1), max(1 - n*n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n*n * 2), max(2 * n*n), max(n*n / 2), max(1 / n*n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n*n + 1), sum(1 + n*n), sum(n*n - 1), sum(1 - n*n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n*n * 2), sum(2 * n*n), sum(n*n / 2), sum(1 / n*n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n*n + 1), min(1 + n*n), min(n*n - 1), min(1 - n*n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n*n * 2), min(2 * n*n), min(n*n / 2), min(1 / n*n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n*n + 1), max(1 + n*n), max(n*n - 1), max(1 - n*n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n*n * 2), max(2 * n*n), max(n*n / 2), max(1 / n*n) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(1 + n + 1), sum(1 + 1 + n), sum(1 + n - 1), sum(1 + 1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(1 + n * 2), sum(1 + 2 * n), sum(1 + n / 2), sum(1 + 1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(1 + n + 1), min(1 + 1 + n), min(1 + n - 1), min(1 + 1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(1 + n * 2), min(1 + 2 * n), min(1 + n / 2), min(1 + 1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(1 + n + 1), max(1 + 1 + n), max(1 + n - 1), max(1 + 1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(1 + n * 2), max(1 + 2 * n), max(1 + n / 2), max(1 + 1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(1 + n + 1), sum(1 + 1 + n), sum(1 + n - 1), sum(1 + 1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(1 + n * 2), sum(1 + 2 * n), sum(1 + n / 2), sum(1 + 1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(1 + n + 1), min(1 + 1 + n), min(1 + n - 1), min(1 + 1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(1 + n * 2), min(1 + 2 * n), min(1 + n / 2), min(1 + 1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(1 + n + 1), max(1 + 1 + n), max(1 + n - 1), max(1 + 1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(1 + n * 2), max(1 + 2 * n), max(1 + n / 2), max(1 + 1 / n) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(n + -1 + -1), sum(-1 + n + -1), sum(n - -1 + -1), sum(-1 - n + -1) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(n * -2 * -1), sum(-2 * n * -1), sum(n / -2 / -1), sum(-1 / n / -1) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n + -1 + -1), min(-1 + n + -1), min(n - -1 + -1), min(-1 - n + -1) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n * -2 * -1), min(-2 * n * -1), min(n / -2 / -1), min(-1 / n / -1) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n + -1 + -1), max(-1 + n + -1), max(n - -1 + -1), max(-1 - n + -1) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n * -2 * -1), max(-2 * n * -1), max(n / -2 / -1), max(-1 / n / -1) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n + -1 + -1), sum(-1 + n + -1), sum(n - -1 + -1), sum(-1 - n + -1) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n * -2 * -1), sum(-2 * n * -1), sum(n / -2 / -1), sum(-1 / n / -1) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n + -1 + -1), min(-1 + n + -1), min(n - -1 + -1), min(-1 - n + -1) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n * -2 * -1), min(-2 * n * -1), min(n / -2 / -1), min(-1 / n / -1) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n + -1 + -1), max(-1 + n + -1), max(n - -1 + -1), max(-1 - n + -1) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n * -2 * -1), max(-2 * n * -1), max(n / -2 / -1), max(-1 / n / -1) FROM (SELECT number n FROM numbers(10));
 
-ANALYZE SELECT sum(n + 1) + sum(1 + n) + sum(n - 1) + sum(1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT sum(n * 2) + sum(2 * n) + sum(n / 2) + sum(1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n + 1) + min(1 + n) + min(n - 1) + min(1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT min(n * 2) + min(2 * n) + min(n / 2) + min(1 / n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n + 1) + max(1 + n) + max(n - 1) + max(1 - n) FROM (SELECT number n FROM numbers(10));
-ANALYZE SELECT max(n * 2) + max(2 * n) + max(n / 2) + max(1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n + 1) + sum(1 + n) + sum(n - 1) + sum(1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT sum(n * 2) + sum(2 * n) + sum(n / 2) + sum(1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n + 1) + min(1 + n) + min(n - 1) + min(1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT min(n * 2) + min(2 * n) + min(n / 2) + min(1 / n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n + 1) + max(1 + n) + max(n - 1) + max(1 - n) FROM (SELECT number n FROM numbers(10));
+EXPLAIN SYNTAX SELECT max(n * 2) + max(2 * n) + max(n / 2) + max(1 / n) FROM (SELECT number n FROM numbers(10));
 
 
 SELECT sum(n + 1), sum(1 + n), sum(n - 1), sum(1 - n) FROM (SELECT number n FROM numbers(10));
diff --git a/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql b/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql
index 9faafb6c0c7..7f2da983525 100644
--- a/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql
+++ b/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql
@@ -62,6 +62,8 @@ SELECT dictGetUInt64('database_for_dict.ssd_dict', 'a', tuple('10', toInt32(-20)
 SELECT dictGetInt32('database_for_dict.ssd_dict', 'b', tuple('10', toInt32(-20)));
 SELECT dictGetString('database_for_dict.ssd_dict', 'c', tuple('10', toInt32(-20)));
 
+SELECT dictGetUInt64('database_for_dict.ssd_dict', 'a', tuple(toInt32(3))); --{serverError 53}
+
 DROP DICTIONARY database_for_dict.ssd_dict;
 
 DROP TABLE IF EXISTS database_for_dict.keys_table;
diff --git a/tests/queries/0_stateless/01281_group_by_limit_memory_tracking.sh b/tests/queries/0_stateless/01281_group_by_limit_memory_tracking.sh
index b14defd672a..5333d0b4b0b 100755
--- a/tests/queries/0_stateless/01281_group_by_limit_memory_tracking.sh
+++ b/tests/queries/0_stateless/01281_group_by_limit_memory_tracking.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 
 # Regression for MemoryTracker that had been incorrectly accounted
-# (it was reseted before deallocation)
+# (it was reset before deallocation)
 #
 # For this will be used:
 # - two-level group by
diff --git a/tests/queries/0_stateless/01300_group_by_other_keys.sql b/tests/queries/0_stateless/01300_group_by_other_keys.sql
index 4dcd9cf1efe..22cff012e71 100644
--- a/tests/queries/0_stateless/01300_group_by_other_keys.sql
+++ b/tests/queries/0_stateless/01300_group_by_other_keys.sql
@@ -1,5 +1,4 @@
 set optimize_group_by_function_keys = 1;
-set enable_debug_queries = 1;
 
 SELECT round(max(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY number % 2, number % 3, (number % 2 + number % 3) % 2 ORDER BY k;
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) ORDER BY k;
@@ -8,11 +7,11 @@ SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (numb
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (number % 2) % 3, number % 2 ORDER BY k;
 
 
-analyze SELECT max(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 2, number % 3, (number % 2 + number % 3) % 2 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) % 3, number % 2 ORDER BY k;
+EXPLAIN SYNTAX SELECT max(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 2, number % 3, (number % 2 + number % 3) % 2 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) % 3, number % 2 ORDER BY k;
 
 set optimize_group_by_function_keys = 0;
 
@@ -22,9 +21,9 @@ SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (numb
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 ORDER BY k;
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (number % 2) % 3, number % 2 ORDER BY k;
 
-analyze SELECT max(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 2, number % 3, (number % 2 + number % 3) % 2 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) % 3, number % 2 ORDER BY k;
+EXPLAIN SYNTAX SELECT max(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 2, number % 3, (number % 2 + number % 3) % 2 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) % 3, number % 2 ORDER BY k;
 -- TODO - test with similar variables of different tables (collision)
diff --git a/tests/queries/0_stateless/01300_group_by_other_keys_having.sql b/tests/queries/0_stateless/01300_group_by_other_keys_having.sql
index d97d80b2f12..e17438f749a 100644
--- a/tests/queries/0_stateless/01300_group_by_other_keys_having.sql
+++ b/tests/queries/0_stateless/01300_group_by_other_keys_having.sql
@@ -1,14 +1,13 @@
 set optimize_group_by_function_keys = 1;
-set enable_debug_queries = 1;
 
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 HAVING avg(log(2) * number) > 3465735.3 ORDER BY k;
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
 SELECT (number % 5) * (number % 5) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
 
 
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 HAVING avg(log(2) * number) > 3465735.3 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
-analyze SELECT (number % 5) * (number % 5) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 HAVING avg(log(2) * number) > 3465735.3 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
+EXPLAIN SYNTAX SELECT (number % 5) * (number % 5) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
 
 set optimize_group_by_function_keys = 0;
 
@@ -16,6 +15,6 @@ SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY (numb
 SELECT round(avg(log(2) * number), 6) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
 SELECT (number % 5) * (number % 5) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
 
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 HAVING avg(log(2) * number) > 3465735.3 ORDER BY k;
-analyze SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
-analyze SELECT (number % 5) * (number % 5) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY (number % 2) * (number % 3), number % 3, number % 2 HAVING avg(log(2) * number) > 3465735.3 ORDER BY k;
+EXPLAIN SYNTAX SELECT avg(log(2) * number) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
+EXPLAIN SYNTAX SELECT (number % 5) * (number % 5) AS k FROM numbers(10000000) GROUP BY number % 5, ((number % 5) * (number % 5)) HAVING ((number % 5) * (number % 5)) < 5 ORDER BY k;
diff --git a/tests/queries/0_stateless/01305_duplicate_order_by_and_distinct.sql b/tests/queries/0_stateless/01305_duplicate_order_by_and_distinct.sql
index a660e5f0b77..3b13b208eb5 100644
--- a/tests/queries/0_stateless/01305_duplicate_order_by_and_distinct.sql
+++ b/tests/queries/0_stateless/01305_duplicate_order_by_and_distinct.sql
@@ -1,7 +1,6 @@
-set enable_debug_queries = 1;
 set optimize_duplicate_order_by_and_distinct = 1;
 
-analyze SELECT DISTINCT *
+EXPLAIN SYNTAX SELECT DISTINCT *
 FROM
 (
     SELECT DISTINCT *
@@ -31,7 +30,7 @@ ORDER BY number;
 
 set optimize_duplicate_order_by_and_distinct = 0;
 
-analyze SELECT DISTINCT *
+EXPLAIN SYNTAX SELECT DISTINCT *
 FROM
 (
     SELECT DISTINCT *
@@ -61,7 +60,7 @@ ORDER BY number;
 
 set optimize_duplicate_order_by_and_distinct = 1;
 
-analyze SELECT DISTINCT *
+EXPLAIN SYNTAX SELECT DISTINCT *
 FROM
 (
     SELECT DISTINCT *
@@ -93,7 +92,7 @@ ORDER BY number;
 
 set optimize_duplicate_order_by_and_distinct = 0;
 
-analyze SELECT DISTINCT *
+EXPLAIN SYNTAX SELECT DISTINCT *
 FROM
 (
     SELECT DISTINCT *
diff --git a/tests/queries/0_stateless/01307_bloom_filter_index_string_multi_granulas.sql b/tests/queries/0_stateless/01307_bloom_filter_index_string_multi_granulas.sql
index 832f7140af2..e96c70bef7f 100644
--- a/tests/queries/0_stateless/01307_bloom_filter_index_string_multi_granulas.sql
+++ b/tests/queries/0_stateless/01307_bloom_filter_index_string_multi_granulas.sql
@@ -1,4 +1,5 @@
 DROP TABLE IF EXISTS test_01307;
+
 CREATE TABLE test_01307 (id UInt64, val String, INDEX ind val TYPE bloom_filter() GRANULARITY 1) ENGINE = MergeTree() ORDER BY id SETTINGS index_granularity = 2;
 INSERT INTO test_01307 (id, val) select number as id, toString(number) as val from numbers(4);
 SELECT count() FROM test_01307 WHERE identity(val) = '2';
@@ -6,3 +7,5 @@ SELECT count() FROM test_01307 WHERE val = '2';
 OPTIMIZE TABLE test_01307 FINAL;
 SELECT count() FROM test_01307 WHERE identity(val) = '2';
 SELECT count() FROM test_01307 WHERE val = '2';
+
+DROP TABLE test_01307;
diff --git a/tests/queries/0_stateless/01313_parse_date_time_best_effort_null_zero.sql b/tests/queries/0_stateless/01313_parse_date_time_best_effort_null_zero.sql
index c58eb722327..ed56aec3fb0 100644
--- a/tests/queries/0_stateless/01313_parse_date_time_best_effort_null_zero.sql
+++ b/tests/queries/0_stateless/01313_parse_date_time_best_effort_null_zero.sql
@@ -1,8 +1,8 @@
-SELECT parseDateTimeBestEffort('<Empty>'); -- { serverError 6 }
+SELECT parseDateTimeBestEffort('<Empty>'); -- { serverError 41 }
 SELECT parseDateTimeBestEffortOrNull('<Empty>');
 SELECT parseDateTimeBestEffortOrZero('<Empty>', 'UTC');
 
-SELECT parseDateTime64BestEffort('<Empty>'); -- { serverError 6 }
+SELECT parseDateTime64BestEffort('<Empty>'); -- { serverError 41 }
 SELECT parseDateTime64BestEffortOrNull('<Empty>');
 SELECT parseDateTime64BestEffortOrZero('<Empty>', 0, 'UTC');
 
diff --git a/tests/queries/0_stateless/01318_decrypt.reference b/tests/queries/0_stateless/01318_decrypt.reference
new file mode 100644
index 00000000000..352bde1e502
--- /dev/null
+++ b/tests/queries/0_stateless/01318_decrypt.reference
@@ -0,0 +1,144 @@
+0
+0
+0
+1
+MySQL-compatitable mode, with key folding, no length checks, etc.
+aes-128-cbc	1
+aes-128-cbc	1
+aes-128-cbc	1
+aes-192-cbc	1
+aes-192-cbc	1
+aes-192-cbc	1
+aes-256-cbc	1
+aes-256-cbc	1
+aes-256-cbc	1
+aes-128-cfb1	1
+aes-128-cfb1	1
+aes-128-cfb1	1
+aes-192-cfb1	1
+aes-192-cfb1	1
+aes-192-cfb1	1
+aes-256-cfb1	1
+aes-256-cfb1	1
+aes-256-cfb1	1
+aes-128-cfb8	1
+aes-128-cfb8	1
+aes-128-cfb8	1
+aes-192-cfb8	1
+aes-192-cfb8	1
+aes-192-cfb8	1
+aes-256-cfb8	1
+aes-256-cfb8	1
+aes-256-cfb8	1
+aes-128-cfb128	1
+aes-128-cfb128	1
+aes-128-cfb128	1
+aes-192-cfb128	1
+aes-192-cfb128	1
+aes-192-cfb128	1
+aes-256-cfb128	1
+aes-256-cfb128	1
+aes-256-cfb128	1
+aes-128-ecb	1
+aes-128-ecb	1
+aes-128-ecb	1
+aes-192-ecb	1
+aes-192-ecb	1
+aes-192-ecb	1
+aes-256-ecb	1
+aes-256-ecb	1
+aes-256-ecb	1
+aes-128-ofb	1
+aes-128-ofb	1
+aes-128-ofb	1
+aes-192-ofb	1
+aes-192-ofb	1
+aes-192-ofb	1
+aes-256-ofb	1
+aes-256-ofb	1
+aes-256-ofb	1
+Strict mode without key folding and proper key and iv lengths checks.
+aes-128-cbc	1
+aes-128-cbc	1
+aes-128-cbc	1
+aes-192-cbc	1
+aes-192-cbc	1
+aes-192-cbc	1
+aes-256-cbc	1
+aes-256-cbc	1
+aes-256-cbc	1
+aes-128-cfb1	1
+aes-128-cfb1	1
+aes-128-cfb1	1
+aes-192-cfb1	1
+aes-192-cfb1	1
+aes-192-cfb1	1
+aes-256-cfb1	1
+aes-256-cfb1	1
+aes-256-cfb1	1
+aes-128-cfb8	1
+aes-128-cfb8	1
+aes-128-cfb8	1
+aes-192-cfb8	1
+aes-192-cfb8	1
+aes-192-cfb8	1
+aes-256-cfb8	1
+aes-256-cfb8	1
+aes-256-cfb8	1
+aes-128-cfb128	1
+aes-128-cfb128	1
+aes-128-cfb128	1
+aes-192-cfb128	1
+aes-192-cfb128	1
+aes-192-cfb128	1
+aes-256-cfb128	1
+aes-256-cfb128	1
+aes-256-cfb128	1
+aes-128-ctr	1
+aes-128-ctr	1
+aes-128-ctr	1
+aes-192-ctr	1
+aes-192-ctr	1
+aes-192-ctr	1
+aes-256-ctr	1
+aes-256-ctr	1
+aes-256-ctr	1
+aes-128-ecb	1
+aes-128-ecb	1
+aes-128-ecb	1
+aes-192-ecb	1
+aes-192-ecb	1
+aes-192-ecb	1
+aes-256-ecb	1
+aes-256-ecb	1
+aes-256-ecb	1
+aes-128-ofb	1
+aes-128-ofb	1
+aes-128-ofb	1
+aes-192-ofb	1
+aes-192-ofb	1
+aes-192-ofb	1
+aes-256-ofb	1
+aes-256-ofb	1
+aes-256-ofb	1
+GCM mode with IV
+aes-128-gcm	1
+aes-128-gcm	1
+aes-128-gcm	1
+aes-192-gcm	1
+aes-192-gcm	1
+aes-192-gcm	1
+aes-256-gcm	1
+aes-256-gcm	1
+aes-256-gcm	1
+GCM mode with IV and AAD
+aes-128-gcm	1
+aes-128-gcm	1
+aes-128-gcm	1
+aes-192-gcm	1
+aes-192-gcm	1
+aes-192-gcm	1
+aes-256-gcm	1
+aes-256-gcm	1
+aes-256-gcm	1
+F56E87055BC32D0EEB31B2EACC2BF2A5	1
diff --git a/tests/queries/0_stateless/01318_decrypt.sql b/tests/queries/0_stateless/01318_decrypt.sql
new file mode 100644
index 00000000000..796c42db1ab
--- /dev/null
+++ b/tests/queries/0_stateless/01318_decrypt.sql
@@ -0,0 +1,152 @@
+--- aes_decrypt_mysql(string, key, block_mode[, init_vector, AAD])
+-- The MySQL-compatitable encryption, only ecb, cbc, cfb1, cfb8, cfb128 and ofb modes are supported,
+-- just like for MySQL
+-- https://dev.mysql.com/doc/refman/8.0/en/encryption-functions.html#function_aes-encrypt
+-- https://dev.mysql.com/doc/refman/8.0/en/server-system-variables.html#sysvar_block_encryption_mode
+-- Please note that for keys that exceed mode-specific length, keys are folded in a MySQL-specific way,
+-- meaning that whole key is used, but effective key length is still determined by mode.
+-- when key doesn't exceed the default mode length, ecryption result equals with AES_encypt()
+
+-----------------------------------------------------------------------------------------
+-- error cases
+-----------------------------------------------------------------------------------------
+SELECT aes_decrypt_mysql(); --{serverError 42} not enough arguments
+SELECT aes_decrypt_mysql('aes-128-ecb'); --{serverError 42} not enough arguments
+SELECT aes_decrypt_mysql('aes-128-ecb', 'text'); --{serverError 42} not enough arguments
+
+-- Mode
+SELECT aes_decrypt_mysql(789, 'text', 'key'); --{serverError 43} bad mode type
+SELECT aes_decrypt_mysql('blah blah blah', 'text', 'key'); -- {serverError 36} garbage mode value
+SELECT aes_decrypt_mysql('des-ede3-ecb', 'text', 'key'); -- {serverError 36} bad mode value of valid cipher name
+SELECT aes_decrypt_mysql('aes-128-gcm', 'text', 'key'); -- {serverError 36} mode is not supported by _mysql-functions
+
+SELECT decrypt(789, 'text', 'key'); --{serverError 43} bad mode type
+SELECT decrypt('blah blah blah', 'text', 'key'); -- {serverError 36} garbage mode value
+SELECT decrypt('des-ede3-ecb', 'text', 'key'); -- {serverError 36} bad mode value of valid cipher name
+
+
+-- Key
+SELECT aes_decrypt_mysql('aes-128-ecb', 'text', 456); --{serverError 43} bad key type
+SELECT aes_decrypt_mysql('aes-128-ecb', 'text', 'key'); -- {serverError 36} key is too short
+
+SELECT decrypt('aes-128-ecb', 'text'); --{serverError 42} key is missing
+SELECT decrypt('aes-128-ecb', 'text', 456); --{serverError 43} bad key type
+SELECT decrypt('aes-128-ecb', 'text', 'key'); -- {serverError 36} key is too short
+SELECT decrypt('aes-128-ecb', 'text', 'keykeykeykeykeykeykeykeykeykeykeykey'); -- {serverError 36} key is to long
+
+-- IV
+SELECT aes_decrypt_mysql('aes-128-ecb', 'text', 'key', 1011); --{serverError 43} bad IV type 6
+SELECT aes_decrypt_mysql('aes-128-ecb', 'text', 'key', 'iv'); --{serverError 36} IV is too short 4
+
+SELECT decrypt('aes-128-cbc', 'text', 'keykeykeykeykeyk', 1011); --{serverError 43} bad IV type 1
+SELECT decrypt('aes-128-cbc', 'text', 'keykeykeykeykeyk', 'iviviviviviviviviviviviviviviviviviviviviv'); --{serverError 36} IV is too long 3
+SELECT decrypt('aes-128-cbc', 'text', 'keykeykeykeykeyk', 'iv'); --{serverError 36} IV is too short 2
+
+--AAD
+SELECT aes_decrypt_mysql('aes-128-ecb', 'text', 'key', 'IV', 1213); --{serverError 42} too many arguments
+
+SELECT decrypt('aes-128-ecb', 'text', 'key', 'IV', 1213); --{serverError 43} bad AAD type
+SELECT decrypt('aes-128-gcm', 'text', 'key', 'IV', 1213); --{serverError 43} bad AAD type
+
+-- Invalid ciphertext should cause an error or produce garbage
+SELECT ignore(decrypt('aes-128-ecb', 'hello there', '1111111111111111')); -- {serverError 454} 1
+SELECT ignore(decrypt('aes-128-cbc', 'hello there', '1111111111111111')); -- {serverError 454} 2
+SELECT ignore(decrypt('aes-128-cfb1', 'hello there', '1111111111111111')); -- GIGO
+SELECT ignore(decrypt('aes-128-ofb', 'hello there', '1111111111111111')); -- GIGO
+SELECT ignore(decrypt('aes-128-ctr', 'hello there', '1111111111111111')); -- GIGO
+SELECT decrypt('aes-128-ctr', '', '1111111111111111') == '';
+
+
+-----------------------------------------------------------------------------------------
+-- Validate against predefined ciphertext,plaintext,key and IV for MySQL compatibility mode
+-----------------------------------------------------------------------------------------
+CREATE TABLE encryption_test
+(
+    input String,
+    key String DEFAULT unhex('fb9958e2e897ef3fdb49067b51a24af645b3626eed2f9ea1dc7fd4dd71b7e38f9a68db2a3184f952382c783785f9d77bf923577108a88adaacae5c141b1576b0'),
+    iv String DEFAULT unhex('8CA3554377DFF8A369BC50A89780DD85'),
+    key32 String DEFAULT substring(key, 1, 32),
+    key24 String DEFAULT substring(key, 1, 24),
+    key16 String DEFAULT substring(key, 1, 16)
+) Engine = Memory;
+
+INSERT INTO encryption_test (input)
+VALUES (''), ('text'), ('What Is ClickHouse? ClickHouse is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).');
+
+
+SELECT 'MySQL-compatitable mode, with key folding, no length checks, etc.';
+SELECT 'aes-128-cbc' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-192-cbc' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-256-cbc' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-cfb1' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-192-cfb1' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-256-cfb1' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-cfb8' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-192-cfb8' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-256-cfb8' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-cfb128' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-192-cfb128' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-256-cfb128' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-ecb' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-192-ecb' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-256-ecb' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-ofb' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-192-ofb' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+SELECT 'aes-256-ofb' as mode, aes_decrypt_mysql(mode, aes_encrypt_mysql(mode, input, key, iv), key, iv) == input FROM encryption_test;
+
+SELECT 'Strict mode without key folding and proper key and iv lengths checks.';
+SELECT 'aes-128-cbc' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-cbc' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-cbc' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-cfb1' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-cfb1' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-cfb1' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-cfb8' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-cfb8' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-cfb8' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-cfb128' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-cfb128' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-cfb128' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-ctr' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-ctr' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-ctr' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'aes-128-ecb' as mode, decrypt(mode, encrypt(mode, input, key16), key16) == input FROM encryption_test;
+SELECT 'aes-192-ecb' as mode, decrypt(mode, encrypt(mode, input, key24), key24) == input FROM encryption_test;
+SELECT 'aes-256-ecb' as mode, decrypt(mode, encrypt(mode, input, key32), key32) == input FROM encryption_test;
+
+SELECT 'aes-128-ofb' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-ofb' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-ofb' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'GCM mode with IV';
+SELECT 'aes-128-gcm' as mode, decrypt(mode, encrypt(mode, input, key16, iv), key16, iv) == input FROM encryption_test;
+SELECT 'aes-192-gcm' as mode, decrypt(mode, encrypt(mode, input, key24, iv), key24, iv) == input FROM encryption_test;
+SELECT 'aes-256-gcm' as mode, decrypt(mode, encrypt(mode, input, key32, iv), key32, iv) == input FROM encryption_test;
+
+SELECT 'GCM mode with IV and AAD';
+SELECT 'aes-128-gcm' as mode, decrypt(mode, encrypt(mode, input, key16, iv, 'AAD'), key16, iv, 'AAD') == input FROM encryption_test;
+SELECT 'aes-192-gcm' as mode, decrypt(mode, encrypt(mode, input, key24, iv, 'AAD'), key24, iv, 'AAD') == input FROM encryption_test;
+SELECT 'aes-256-gcm' as mode, decrypt(mode, encrypt(mode, input, key32, iv, 'AAD'), key32, iv, 'AAD') == input FROM encryption_test;
+
+
+-- based on https://github.com/openssl/openssl/blob/master/demos/evp/aesgcm.c#L20
+WITH
+    unhex('eebc1f57487f51921c0465665f8ae6d1658bb26de6f8a069a3520293a572078f') as key,
+    unhex('67ba0510262ae487d737ee6298f77e0c') as tag,
+    unhex('99aa3e68ed8173a0eed06684') as iv,
+    unhex('f56e87055bc32d0eeb31b2eacc2bf2a5') as plaintext,
+    unhex('4d23c3cec334b49bdb370c437fec78de') as aad,
+    unhex('f7264413a84c0e7cd536867eb9f21736') as ciphertext
+SELECT
+    hex(decrypt('aes-256-gcm', concat(ciphertext, tag), key, iv, aad)) as plaintext_actual,
+    plaintext_actual = hex(plaintext);
diff --git a/tests/queries/0_stateless/01318_encrypt.reference b/tests/queries/0_stateless/01318_encrypt.reference
new file mode 100644
index 00000000000..9b4495f1409
--- /dev/null
+++ b/tests/queries/0_stateless/01318_encrypt.reference
@@ -0,0 +1,147 @@
+UInt64	5417DEA8D67A1A03FD561809C62402FF
+Float64	9B66D0AA685DC0F1EFFA2E385F7EA2F2
+Decimal64	5417DEA8D67A1A03FD561809C62402FF
+MySQL-compatitable mode, with key folding, no length checks, etc.
+aes-128-cbc	B2EB028BC2236566A946085E65A5632B
+aes-128-cbc	25026C55954363AEF90325822218C370
+aes-128-cbc	683051259880871EA8EBFBBF5360D1DA96D967450DFEFA45C89C8B2D59121602C1C5A54AAB8C95EC53F46E5A021BEDE7B5B2B9E83A416726F0DD750F6ACE9C654C986C3B3C9BEB497F54BFA2EF1B107EF204E7508C4E2D37797641404E51D496DFE477A49DCECB2EB47FC6BB6A13CF72AD19E99CEE7656D3EA29BDBC673879D7814D158FB8CB0760DFE89943BE3234C1
+aes-192-cbc	829FA9DAF77594921A16494EC005AD29
+aes-192-cbc	20727A7264B5DD601ECFE40FB9CF50B0
+aes-192-cbc	BBFE507F31FF227F74EFA831CCE338443947492DD8141840B0C3D006404836574040AC80DD243311E1A791BB0C5C02AB4DF85BA39B102056DA75CF1E32BAA8836E616D27542F84EA4792F41CD1180E0FF66ACACEDAC4AFD0D2031771C370D413A077DC755F5AF38A441950958216B1130BBF6265E1CE824A6E9B0EE76993495535654B10344A201171D9F1A788FBB45A
+aes-256-cbc	8C0F6D5F2B0E751EC2033C5CA08E99F7
+aes-256-cbc	D907F72499D48DB36850AF2C038CEF62
+aes-256-cbc	A398D86A880BA4DE1FBA1ABBD38B9DA3B038B198134E798A4CF134029DB18B0A53F9A7177DAA5270EAD7448C56EB96351745A779A56B42A848FE265BFAB85BF349580A9E1751E627AEE80A8B0FC9046F18B8CF575358E21F5E353F115B2BF87984DB199744D4A83E58AD4764B6DFA92F933E0E1AA1F2AA95E4A9662C9BD8F1AC8D79BF531E77EDDB1A25CCD52D4E994D
+aes-128-cfb1	
+aes-128-cfb1	78BF3E26
+aes-128-cfb1	4A9D5DC0463F6C4E353E20ED62EFE9B9470882BEFE403CDCEF73019133EAA6B38E92C8C8D0BA46DFEE332A4D1003481EF5E05AB30244ECBFB46E1FD878377D9A8209630C2304D42B2B8F545841535DE3C3D7FC6DD839EB8C35D9CB7172D0F5B9AE7EB3E1BE2F1E42007BA76FBBFE9B38225071468717E9C8EFBA73FDA016A533F709B1B4B18AFD4D85
+aes-192-cfb1	
+aes-192-cfb1	6B44342A
+aes-192-cfb1	5D93C18B6821DA795910E27BA92A0F6C1BB74F924C5D369D4DB4697AC9F2F2F9F7159EC34C66260DB6BEE4BE13F51344EDC640F10B6ED64D1DD891FF8542ECA6B9CA7BB64DCA160C5460CE1F1BF602C16B571E35FBFFD4F26EC34FBBCE14D9C56ABE18779C9DC5266601573B4D25B188E0778EE77C98B0B16F65623BBB834F2B254B84D1B891ED4105
+aes-256-cfb1	
+aes-256-cfb1	51860DF1
+aes-256-cfb1	687FB4B773E5C87F8B42E6A9B2538EC3D1B302B11BCECC0F846B2D5BB3050C41BAF43B29271F663035A27863C913C7149B5E1CF08E803616B9B649EB33C63F66EF608876A5BB43ABDD310E40597DDC93E88E4465663D7E967A0E1EA68C98CD5E039B08843EDE8E11A66DBBA67F3D4844EB0270732BE69ADFEF6DC6E801E100479AB86AFE3447454841
+aes-128-cfb8	
+aes-128-cfb8	0EC82D99
+aes-128-cfb8	2DDE927A331C8482A453901E6EA1119746A5E6E7452DDC1349973A04433AD56C3473D10EFC5030B9BDC2549D607D174469134D73AC325C2B6E2BDF8F4D323B82F37222FC05C199EDA9693490EFA52427B00E872F9D89FC2262147296B5957BE8EA8FF2A6BF5BB3A6537C0A81D8BBC671E716C3B52504F2D567031AAC33B4434677BAF0944E883961DA
+aes-192-cfb8	
+aes-192-cfb8	054CD2E8
+aes-192-cfb8	26AC354F7232BD5A0B3CDC241EFF3ED9258E118FC0301E1CA1A745FC20F029066D1D3DA5368A2FE7B589CD6242F68546999DF68A0E1DE018B5B3DCD5CA911506FC6EFADC769CB6CFE2A91749C2DBA06D4614E351A4AAC58C381344DB44E3A83F31A299823B2158C4E65B457072CFBAD4D14FE9960876245E840117E8B39018D6D34C4832510A1992BD
+aes-256-cfb8	
+aes-256-cfb8	7FA03B1B
+aes-256-cfb8	5C67ABAE9944F8BE6C35F1B348CF2E112ECF45349EA2BCFC1789EA89B7298998E8886E9147FA9AEBC3DFBEFB3320C1661251A9129DBC14649D88983371D10185E6C6D0C935438344B161999191C05CA805E7C5A7410C50370FE3347CDE4A21F5089831116701B324A5CBB24EE604F043259B8898976B807DEB3544951C0AB2C2CE55DE964B4BBD285E
+aes-128-cfb128	
+aes-128-cfb128	0EAAFAF5
+aes-128-cfb128	2DA7E3F5CD13148BED988533A2560F52959044EC2FF38A1D1A66DB2B20635FC8800060DA0062E0399CFE059E5E687F4BBA5E7182A4D79F18317B970708F079A59771C231EBA359741565B903BA820EE3EA07249777E745387B9774EE495940A50121A617B20768AA3A1A78AC9D49983E7BD43CD7BD21504640EAB23F57AB9E5B6260D875B665A63359
+aes-192-cfb128	
+aes-192-cfb128	053E029A
+aes-192-cfb128	26331B9AEF235360655730F3D8905479AEACC18B2FFCC7FF355DBA918A2B09C5FEEE817C929400A3E412A7528EB6D79846B687858E250AD54A9913CB81009AC55E391163ECCEF6DA0095C4C57B2C913D70B82C0B14ADD59DD559A039B48A47C86142D15922E86FE2586707F689DFD962D2B96E3571151D642A8E8CC2F2CC09D17F009592B0963AD2AB
+aes-256-cfb128	
+aes-256-cfb128	7FB039F7
+aes-256-cfb128	5CBD20F7ABD3AC41FCAA1A5C0E119E2BB5174FDACA4353FFA5D1BC2928CE015E08C7D813C51A9493902FD4BF6A864FA6F26B220C8FD21B846C90453241F369B170B6DAAF5B7E10AF025EA6EBF3852BCDA6AA92DA086B13162E3CCCC859FE3A6A8782395247785951D5095305BE97196C4A8C7607CFC0191A4DEB72F085ECF759F5AA5CBD3BE60A7FF5
+aes-128-ecb	FEA8CFDE6EE2C6E7A2CC6ADDC9F62C83
+aes-128-ecb	78B16CD4BE107660156124C5FEE6454A
+aes-128-ecb	67C0B119D96F18E2823968D42871B3D126D5DDD35074303974946BE81A246757C3ACAEBFE0590EC98C4F51469E9FE27A8F8A98749E4DCAEF02F2076AC4CEB317062C0531F5FD2A505FE62413D8B0900ECAB5B8E1909A4A38FF922E3302857A16CE8E6804ACBA36C5E00EF5054288922517E59A47D0A26451905DE9E391D683ABB5852B5611886A2EF662AC8A1E156D85
+aes-192-ecb	99BA10452392CF90CC4D24489213BE78
+aes-192-ecb	EB9D63FB9A457DB400EDE00878E828B1
+aes-192-ecb	4ADC9AA9BDD0A70C9FAEEA565C0C3329E2D0D5A9BB5F48ADB440F2676173CBB099898BBDF3DE98BCE4C0D663916E8CF401B063AD51BF3110C2C318DECB62F3C87B564C61794F6B393761745626A58DC3485E3930E4145E35C343DB56FB51D831C9EDB07987939009EB4241A0E3BE9CF64E235081AB5EFBBE585FE547AC49F65E5D1E772DE16A0BC85D7C60CAC34094A8
+aes-256-ecb	42575C26B6D9838CF5BB0214CFA7CA31
+aes-256-ecb	08B5C9159FA1E2C986FE57CFFE4A5CD7
+aes-256-ecb	72FC92DD17DD5E0BA4B621C2F20B9B04C3F81A42BA8E34F1138EAC99C1FD43B85AD238B61B8B68389F432E734345CC26C21D1DCCA80EF4B267BAAEEFCB5A6A00A323693758C8E31DC84BF8E017C81825C51A2D30607174403B61B7D71A3FFBFC6905A977B496DDF09E1C2BDC49AF1AAA0FD3B130404A27F7915007B2E00646C8573137E8AE1DF231C0235F53C1E7A832
+aes-128-ofb	
+aes-128-ofb	0EAAFAF5
+aes-128-ofb	2DA7E3F5CD13148BED988533A2560F523B04048D918E339B531EBE886FA60448A32056AE6599984C4FB6F41381A09E822470951A7B154A157C661BEF5116633B8CF39574CB5754368011C249A9A936AA7A2D75812B42E28259D219CE5A69E3B0CF8FEE19427B607E2D02F2A3ED184B4D1387CFCEEA2BD48FF9AB7091F5A7548B8C3601DF0CCBEEBDBC
+aes-192-ofb	
+aes-192-ofb	053E029A
+aes-192-ofb	26331B9AEF235360655730F3D890547987BD7D29A17C0B076546820084C2F973C28E93589C68BFBFAC8D212F36A5809F0532ABEE022C1DEC985487DF146BCAAA1A82310DE8EF397A5121873D2335FAC47D05CA27A49048F55366D7AA6BBD4E64740CB36EC538B225D7667D796665E3EFD0BDBE0226F716388A39063A85CCD0969CFA52BE4B2F523603
+aes-256-ofb	
+aes-256-ofb	7FB039F7
+aes-256-ofb	5CBD20F7ABD3AC41FCAA1A5C0E119E2BCD544279C69E49904DCC791C2D5A8542FE255641D9F79B6900744A4310F0965F1CC84147CE952A32837B9F0853EC7DDB3FCBF49EC5E7C3674AA38ED3A1FB212C56FBB1A0AEFBF8E8E3AE5C0B08E86E317E3A5A998A9EF062FF95977571804F40C1120E54AFDC495EF95D532BB76F6F5351285AAF302ACCA066
+Strict mode without key folding and proper key and iv lengths checks.
+aes-128-cbc	C09B247E927C81D643CDCA58B2AD3F0D
+aes-128-cbc	676ED1EA792A8E2E4B0D3CF45A945D73
+aes-128-cbc	7FDC3DAECBD2C89E41561A04ED586244BE3266643877D721F80C78E6E5F0F195A450DC2548A8DB3253D9612DB116B4B50C3B1C2EEB93704942449C7A606DE2035813B83B533FF561A6781F306A8720AE6344F30B8AE4A81920C3A8A777310FF6246B914127983C8D2E951675E929F939F05E50AA0ED635A2564EB276DD428DCB0D6B7CD655E065210955BD373C555D2E
+aes-192-cbc	0735013389B1241D9316202CD7A618A2
+aes-192-cbc	5DC3B5ACD2CF676F968E12068BA8C675
+aes-192-cbc	C6390AAB7AB3B7E6A15E8CA4907AE2B5B0D767B30B0BFFF87D76FF025C384669E1DB6769234B89E5CB365B6721D118534D4CDB33977D87FE22CE9D4CF546AF96ED35F558839AFC6748759F3A36B8C44B5232038F0528254EC5FFE58A68C5306C4C4F982FEE2F9955C6833747B2E093AE1F0BF19A4AB16F4429E5FFB2C17F70588A79B67301FDD6D2A731229FF25853B1
+aes-256-cbc	8C0F6D5F2B0E751EC2033C5CA08E99F7
+aes-256-cbc	D907F72499D48DB36850AF2C038CEF62
+aes-256-cbc	A398D86A880BA4DE1FBA1ABBD38B9DA3B038B198134E798A4CF134029DB18B0A53F9A7177DAA5270EAD7448C56EB96351745A779A56B42A848FE265BFAB85BF349580A9E1751E627AEE80A8B0FC9046F18B8CF575358E21F5E353F115B2BF87984DB199744D4A83E58AD4764B6DFA92F933E0E1AA1F2AA95E4A9662C9BD8F1AC8D79BF531E77EDDB1A25CCD52D4E994D
+aes-128-cfb1	
+aes-128-cfb1	79A4880E
+aes-128-cfb1	5A83873C33073FB2AA84F0344C5828D833DE87B85BA3B7A5F27521C072C99359F1E95ABD2C98E02712DAA23F27BDFB28089152BFD4074E1AE3BEF472EE7518FCD824C67FA767142E5BEF00D089F2BB1A31F555CE6DFBAA7D0698C9016AEA1BCF2296DB5820B36E397DD8546874C4A2135C02877828478785F536345EBAD3541D484DED181587D043B1
+aes-192-cfb1	
+aes-192-cfb1	AECB3AEE
+aes-192-cfb1	8014FFC665907F3FAB5AA3C7BFEE808BFB744F7EF2AC7243D099ED3D188E6C457F497E875B023F070B7FBA2BDDB091D71CEBB4CD39B19FB61737EB06927A6406B53F6513B07ADE609FEA4D358E9396EA2BE2C3CF873C52B03BA1FAC1540E3491AABAE769C3DFF081224A1A5B8ECFBA098793D3E7FFFD5C810342E780577FF11B0A77E751F8940C1288
+aes-256-cfb1	
+aes-256-cfb1	51860DF1
+aes-256-cfb1	687FB4B773E5C87F8B42E6A9B2538EC3D1B302B11BCECC0F846B2D5BB3050C41BAF43B29271F663035A27863C913C7149B5E1CF08E803616B9B649EB33C63F66EF608876A5BB43ABDD310E40597DDC93E88E4465663D7E967A0E1EA68C98CD5E039B08843EDE8E11A66DBBA67F3D4844EB0270732BE69ADFEF6DC6E801E100479AB86AFE3447454841
+aes-128-cfb8	
+aes-128-cfb8	513D0801
+aes-128-cfb8	72B632E6010A526E5F7EFEC4ABFF87E2087FB91159399FCF81639B104B5CFD92D7DC4A6FDD1946FCD7883D88A65B3DAB050467886CFF35B33035C7671F85EBEDB7D934A93CE9EECEE251C95E33CC1E7EAB7F38FC37B1BE08F675CBD446B8B4856363DE1BD6976546DAB4A1125BE5A0516C9BCEEF99BC1EE20539160A973771C01EF45D7A8A78F5D3AE
+aes-192-cfb8	
+aes-192-cfb8	F9B3F3EE
+aes-192-cfb8	DAB2433E165A0CD4261DCD2B77B9A2D6128D8054F02166B76CC45B681BC7556E48A06A1838C0F5F0BD6C766DBFEFC07769FF986E58F5B5DA9AE8AF1AFC64A038F8939DD51B585A3FFFD13948D6D716D574BAD875258E3E8D2D2CC589982B625E375B31C34B1F50E82125AB91F14ABCD984FA24057D1BB15395214DC830F125A6EDB3C43023F3F403DA
+aes-256-cfb8	
+aes-256-cfb8	7FA03B1B
+aes-256-cfb8	5C67ABAE9944F8BE6C35F1B348CF2E112ECF45349EA2BCFC1789EA89B7298998E8886E9147FA9AEBC3DFBEFB3320C1661251A9129DBC14649D88983371D10185E6C6D0C935438344B161999191C05CA805E7C5A7410C50370FE3347CDE4A21F5089831116701B324A5CBB24EE604F043259B8898976B807DEB3544951C0AB2C2CE55DE964B4BBD285E
+aes-128-cfb128	
+aes-128-cfb128	519F7556
+aes-128-cfb128	72926C569BC409EA1646E840082C18F28531DE0AEFA2F980ADCEA64A8BC57798CD549092928F115E702F325DA709A7DB445B6BE9C510452ABB78966B4D8EB622303113EB1BB955FB507A11B1092FEA78C5A05F71D8A9E553591AC6E72B833F1BECE8A5E1816742270C12495BD436C93C5DD1EC017A2EEFE5C5966A01D2BA0EED477D46234DFF333F02
+aes-192-cfb128	
+aes-192-cfb128	F978FB28
+aes-192-cfb128	DA75E22875FB05DDE0145038A775E5BD6397D4DC5839CCF84C1F2D0983E87E06A7B1DB1E25FF9A3C0C7BE9FAF61AAC2DE08AAD9C08694F7E35F8E144967C0C798365AB4BA5DF2308014862C80617AF0BC6857B15806412A0E5CAB5B017196A3AFFB73DB33E3D3954FA1F8839501CD117003ED139231E15B28B5E73FBF84E3CC047A2DA0ADA74C25DE8
+aes-256-cfb128	
+aes-256-cfb128	7FB039F7
+aes-256-cfb128	5CBD20F7ABD3AC41FCAA1A5C0E119E2BB5174FDACA4353FFA5D1BC2928CE015E08C7D813C51A9493902FD4BF6A864FA6F26B220C8FD21B846C90453241F369B170B6DAAF5B7E10AF025EA6EBF3852BCDA6AA92DA086B13162E3CCCC859FE3A6A8782395247785951D5095305BE97196C4A8C7607CFC0191A4DEB72F085ECF759F5AA5CBD3BE60A7FF5
+aes-128-ctr	
+aes-128-ctr	519F7556
+aes-128-ctr	72926C569BC409EA1646E840082C18F24A5A4A7A178EBCBAC0F170479253ACD2A18968DEAB5148C9C2E878B8F4B7C82B6601A0CD5470AA74EA7A2AAD15107950FC50786C3DC483B8BCA6DF1E5CDD64332C2289641EF66271DFEF9D07B392D4762AEE8FD65E0E8E8CB4FBE26D9D94A207352046380BB44AF32EDB900F6796EA87FC4C52A092CEB229C7
+aes-192-ctr	
+aes-192-ctr	F978FB28
+aes-192-ctr	DA75E22875FB05DDE0145038A775E5BDD158C02B77DD5840038E297E275500B3B8CA25422979B29D57F07B94359EF6F84552018BEC0D8CD444A852E31BCAD95811D396DA223589983AE09C80D27E690B3CCFEE1AD0E6F30493A8221698F12286F86F2202A7BABFC0F710B234994CDA7001E3CD237B171D663EB425D08D330557812F6D8897F1B30E93
+aes-256-ctr	
+aes-256-ctr	7FB039F7
+aes-256-ctr	5CBD20F7ABD3AC41FCAA1A5C0E119E2B3259493C5A24845535AF1E97FACD790FB5C06D94F7292D617D38EC3319718C29F9CC533560228E892CC9C80867167AC8F26B09D34E5917A59B35D7DF30604B66F2E5891E22539F1B8581037933B623132FE4249191908457BB27E08CA8E2FE066B1119FD9DE6C7A604F4D2DDC4C64A6D37CDD7C1BA883EF759
+aes-128-ecb	4603E6862B0D94BBEC68E0B0DF51D60F
+aes-128-ecb	3004851B86D3F3950672DE7085D27C03
+aes-128-ecb	E807F8C8D40A11F65076361AFC7D8B6844054F47B421F0AA0C0D693388A8779A08D71389C06C509D73FA533392DBD24F1600A9650F7F8D1D55F65E50312D48A6CFA69BDCB8D096AB47E8BDA65DC5DA6A5245536312D04882DC94ACF050F3E53A22CAC2D6C1962697DA311B595A086A8DA3EFDE5E1AE0A7009455F3CB6621EADB1E74727BF0F4AF0C4191FE504EA1BBB4
+aes-192-ecb	046D3CD33E7B61B75D1BE371CA44DD76
+aes-192-ecb	37CE413D3B953BCEB7FAD79837DB5F1C
+aes-192-ecb	60CCA1B9A0E5F2E88561E960309229385DB05D62A012FF35AF39D0577C3E31C1D55BB51C9DD3DA07F87E565031A40900745844A5CC79B143662BD392581DAFD17E829EB15C0D5D853B49FD5536F0E3F2E8B3337BBA63C06AAD32C282C98F42D45442CE8971CACE0BAC9852E656A6A7F6A8203EA1BC77AC3965CA192CC817D52A628217933A2B5C2264A71B6E60354997
+aes-256-ecb	42575C26B6D9838CF5BB0214CFA7CA31
+aes-256-ecb	08B5C9159FA1E2C986FE57CFFE4A5CD7
+aes-256-ecb	72FC92DD17DD5E0BA4B621C2F20B9B04C3F81A42BA8E34F1138EAC99C1FD43B85AD238B61B8B68389F432E734345CC26C21D1DCCA80EF4B267BAAEEFCB5A6A00A323693758C8E31DC84BF8E017C81825C51A2D30607174403B61B7D71A3FFBFC6905A977B496DDF09E1C2BDC49AF1AAA0FD3B130404A27F7915007B2E00646C8573137E8AE1DF231C0235F53C1E7A832
+aes-128-ofb	
+aes-128-ofb	519F7556
+aes-128-ofb	72926C569BC409EA1646E840082C18F273A5DC2A93E6F58F6191847385035377DECB7C20E0E35B04724FA5B4473999A192B9C6125A441DA50AE071E7A0924B4770278CD219870320F9654177936CEBB5DBAC5E065596D56ED010E57FCC66B9A1FA541B96FCBEAEB4F8D177FEEAAFB9A78C0F1A55B15C1B1009F0EBBB4AEBF4D2DC537EA3012A99F7E4
+aes-192-ofb	
+aes-192-ofb	F978FB28
+aes-192-ofb	DA75E22875FB05DDE0145038A775E5BD26133E8DFB8FC939B564D224E623B825FB59E66D34DA6499850F9A390CB7531D31AB0567D77BF2DD4EE7AA9FD39ACA53B589A12627292B4A707D2F3069DB542D797213C379EFBF700F6F638FB0A98307F2CBC7F73E1DC857885B8DF4F5BC190E65B77ED27BA283027262D953FDA346F8FD2435996BFC919171
+aes-256-ofb	
+aes-256-ofb	7FB039F7
+aes-256-ofb	5CBD20F7ABD3AC41FCAA1A5C0E119E2BCD544279C69E49904DCC791C2D5A8542FE255641D9F79B6900744A4310F0965F1CC84147CE952A32837B9F0853EC7DDB3FCBF49EC5E7C3674AA38ED3A1FB212C56FBB1A0AEFBF8E8E3AE5C0B08E86E317E3A5A998A9EF062FF95977571804F40C1120E54AFDC495EF95D532BB76F6F5351285AAF302ACCA066
+GCM mode with IV
+aes-128-gcm	3D67D2B8D8F49A24C482085FEC494231
+aes-128-gcm	C08B1CF60C5A2C92C55DAC62223CBA22C736446C
+aes-128-gcm	E38605F61AE032292F25A35A6CDF6E827980625B9A50BB3C77CD2AD54DB9BE5578322CC55569D1B0C5B82577060C0053388F511DB7BF9C898BF4B05FB6C8C0D0F50449C06A2E89E086610CB2BAEF25B206312836884DCBCC6CD8329B2A43E2BA751183B1696AB3F070BE94FA823F1E1A5E2372A06E1AD2719AF37983D23FCD199820B7769E72EDC20AF48466DAEB6550DC7FDBA041F77D5231
+aes-192-gcm	FC2C8C63A570E584AB71F19BA6E79A8F
+aes-192-gcm	9A6CF0FDA93F1614F982B5570CC1216D84E356BD
+aes-192-gcm	B961E9FD9B940EBAD7ADDA75C9F198A40797A598AC7FA183AC58705EF6E4E295504D71B85D81978B4CE196AFFFA019B941F44B14DF06375688FCA986F2F3088C24E955392F0DB378F033052822D560CD8DDFF5472C66029E997AE2D63935DAAA10D6703E5AB627E8168F16CF5CDB1112DD2D49F10E087BA20831DCCE592465C95AAA5AF8F766BAEDC3FD3949EDD2E667333C83E58786504137
+aes-256-gcm	E99DBEBC01F021758352D7FBD9039EFA
+aes-256-gcm	8742CE3A7B0595B281C712600D274CA881F47414
+aes-256-gcm	A44FD73ACEB1A64BDE2D03808A2576EDBB6076F61614CC84A960CCBE55FBABF365671B7017BC89C8A2E0A633E0A05E40B2681B33AD3E7A0AC4925DBD9735C4D1C1E33726B1D6A83CBD337A65C50D7CC33CC4E64369D54C1B6AF3A82D206DF0698BEB61EF9AB2DF81B03DF3829A2EC42D667D87376B8A1351C69BB7A11CCBE50DA88ABA991E98D3BD71129682F35422AD73B05EC624357E77FC
+GCM mode with IV and AAD
+aes-128-gcm	5AB059BB98F087E8134B19E7EB5CD9C7
+aes-128-gcm	C08B1CF67AD5D38FE0F3508689794961B8D1FAB8
+aes-128-gcm	E38605F61AE032292F25A35A6CDF6E827980625B9A50BB3C77CD2AD54DB9BE5578322CC55569D1B0C5B82577060C0053388F511DB7BF9C898BF4B05FB6C8C0D0F50449C06A2E89E086610CB2BAEF25B206312836884DCBCC6CD8329B2A43E2BA751183B1696AB3F070BE94FA823F1E1A5E2372A06E1AD2719AF37983D23FCD199820B7769E72EDC20A0826DB2A479DB59F7216A9BDCBD0C989
+aes-192-gcm	04C13E4B1D62481ED22B3644595CB5DB
+aes-192-gcm	9A6CF0FD2B329B04EAD18301818F016DF8F77447
+aes-192-gcm	B961E9FD9B940EBAD7ADDA75C9F198A40797A598AC7FA183AC58705EF6E4E295504D71B85D81978B4CE196AFFFA019B941F44B14DF06375688FCA986F2F3088C24E955392F0DB378F033052822D560CD8DDFF5472C66029E997AE2D63935DAAA10D6703E5AB627E8168F16CF5CDB1112DD2D49F10E087BA20831DCCE592465C95AAA5AF8F766BAEDC3668E035498D8C46FB662833CCC12C9D6
+aes-256-gcm	E94F5F6ED4A99B741D492D7EA10B7147
+aes-256-gcm	8742CE3A3EA5153952DB4C0D94B501FE878FF9A7
+aes-256-gcm	A44FD73ACEB1A64BDE2D03808A2576EDBB6076F61614CC84A960CCBE55FBABF365671B7017BC89C8A2E0A633E0A05E40B2681B33AD3E7A0AC4925DBD9735C4D1C1E33726B1D6A83CBD337A65C50D7CC33CC4E64369D54C1B6AF3A82D206DF0698BEB61EF9AB2DF81B03DF3829A2EC42D667D87376B8A1351C69BB7A11CCBE50DA88ABA991E98D3BD712F56268961DDAB59FA4D2B50578602C4
+Nullable and LowCardinality
+Nullable(String)	\N
+Nullable(String)	7FB039F7
+LowCardinality(String)	7FB039F7
+F7264413A84C0E7CD536867EB9F2173667BA0510262AE487D737EE6298F77E0C	1
diff --git a/tests/queries/0_stateless/01318_encrypt.sql b/tests/queries/0_stateless/01318_encrypt.sql
new file mode 100644
index 00000000000..9766988764a
--- /dev/null
+++ b/tests/queries/0_stateless/01318_encrypt.sql
@@ -0,0 +1,156 @@
+--- aes_encrypt_mysql(string, key, block_mode[, init_vector, AAD])
+-- The MySQL-compatitable encryption, only ecb, cbc, cfb1, cfb8, cfb128 and ofb modes are supported,
+-- just like for MySQL
+-- https://dev.mysql.com/doc/refman/8.0/en/encryption-functions.html#function_aes-encrypt
+-- https://dev.mysql.com/doc/refman/8.0/en/server-system-variables.html#sysvar_block_encryption_mode
+-- Please note that for keys that exceed mode-specific length, keys are folded in a MySQL-specific way,
+-- meaning that whole key is used, but effective key length is still determined by mode.
+-- when key doesn't exceed the default mode length, ecryption result equals with AES_encypt()
+
+-----------------------------------------------------------------------------------------
+-- error cases
+-----------------------------------------------------------------------------------------
+SELECT aes_encrypt_mysql(); --{serverError 42} not enough arguments
+SELECT aes_encrypt_mysql('aes-128-ecb'); --{serverError 42} not enough arguments
+SELECT aes_encrypt_mysql('aes-128-ecb', 'text'); --{serverError 42} not enough arguments
+
+-- Mode
+SELECT aes_encrypt_mysql(789, 'text', 'key'); --{serverError 43} bad mode type
+SELECT aes_encrypt_mysql('blah blah blah', 'text', 'key'); -- {serverError 36} garbage mode value
+SELECT aes_encrypt_mysql('des-ede3-ecb', 'text', 'key'); -- {serverError 36} bad mode value of valid cipher name
+SELECT aes_encrypt_mysql('aes-128-gcm', 'text', 'key'); -- {serverError 36} mode is not supported by _mysql-functions
+
+SELECT encrypt(789, 'text', 'key'); --{serverError 43} bad mode type
+SELECT encrypt('blah blah blah', 'text', 'key'); -- {serverError 36} garbage mode value
+SELECT encrypt('des-ede3-ecb', 'text', 'key'); -- {serverError 36} bad mode value of valid cipher name
+
+
+-- Key
+SELECT aes_encrypt_mysql('aes-128-ecb', 'text', 456); --{serverError 43} bad key type
+SELECT aes_encrypt_mysql('aes-128-ecb', 'text', 'key'); -- {serverError 36} key is too short
+
+SELECT encrypt('aes-128-ecb', 'text'); --{serverError 42} key is missing
+SELECT encrypt('aes-128-ecb', 'text', 456); --{serverError 43} bad key type
+SELECT encrypt('aes-128-ecb', 'text', 'key'); -- {serverError 36} key is too short
+SELECT encrypt('aes-128-ecb', 'text', 'keykeykeykeykeykeykeykeykeykeykeykey'); -- {serverError 36} key is to long
+
+-- IV
+SELECT aes_encrypt_mysql('aes-128-ecb', 'text', 'key', 1011); --{serverError 43} bad IV type 6
+SELECT aes_encrypt_mysql('aes-128-ecb', 'text', 'key', 'iv'); --{serverError 36} IV is too short 4
+
+SELECT encrypt('aes-128-cbc', 'text', 'keykeykeykeykeyk', 1011); --{serverError 43} bad IV type 1
+SELECT encrypt('aes-128-cbc', 'text', 'keykeykeykeykeyk', 'iviviviviviviviviviviviviviviviviviviviviv'); --{serverError 36} IV is too long 3
+SELECT encrypt('aes-128-cbc', 'text', 'keykeykeykeykeyk', 'iv'); --{serverError 36} IV is too short 2
+
+--AAD
+SELECT aes_encrypt_mysql('aes-128-ecb', 'text', 'key', 'IV', 1213); --{serverError 42} too many arguments
+
+SELECT encrypt('aes-128-ecb', 'text', 'key', 'IV', 1213); --{serverError 43} bad AAD type
+SELECT encrypt('aes-128-gcm', 'text', 'key', 'IV', 1213); --{serverError 43} bad AAD type
+
+-----------------------------------------------------------------------------------------
+-- Valid cases
+-----------------------------------------------------------------------------------------
+
+SELECT 'UInt64', hex(aes_encrypt_mysql('aes-128-ecb', 123456789101112, 'keykeykeykeykeykeykeykeykeykeyke'));
+SELECT 'Float64', hex(aes_encrypt_mysql('aes-128-ecb', 1234567891011.12, 'keykeykeykeykeykeykeykeykeykeyke'));
+SELECT 'Decimal64', hex(aes_encrypt_mysql('aes-128-ecb', toDecimal64(1234567891011.12, 2), 'keykeykeykeykeykeykeykeykeykeyke'));
+
+-----------------------------------------------------------------------------------------
+-- Validate against predefined ciphertext,plaintext,key and IV for MySQL compatibility mode
+-----------------------------------------------------------------------------------------
+CREATE TABLE encryption_test
+(
+    input String,
+    key String DEFAULT unhex('fb9958e2e897ef3fdb49067b51a24af645b3626eed2f9ea1dc7fd4dd71b7e38f9a68db2a3184f952382c783785f9d77bf923577108a88adaacae5c141b1576b0'),
+    iv String DEFAULT unhex('8CA3554377DFF8A369BC50A89780DD85'),
+    key32 String DEFAULT substring(key, 1, 32),
+    key24 String DEFAULT substring(key, 1, 24),
+    key16 String DEFAULT substring(key, 1, 16)
+) Engine = Memory;
+
+INSERT INTO encryption_test (input)
+VALUES (''), ('text'), ('What Is ClickHouse? ClickHouse is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).');
+
+
+SELECT 'MySQL-compatitable mode, with key folding, no length checks, etc.';
+SELECT 'aes-128-cbc' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-192-cbc' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-256-cbc' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-cfb1' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-192-cfb1' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-256-cfb1' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-cfb8' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-192-cfb8' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-256-cfb8' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-cfb128' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-192-cfb128' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-256-cfb128' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-ecb' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-192-ecb' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-256-ecb' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-ofb' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-192-ofb' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+SELECT 'aes-256-ofb' as mode, hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test;
+
+
+SELECT 'Strict mode without key folding and proper key and iv lengths checks.';
+SELECT 'aes-128-cbc' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-cbc' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-cbc' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-cfb1' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-cfb1' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-cfb1' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-cfb8' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-cfb8' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-cfb8' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-cfb128' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-cfb128' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-cfb128' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-ctr' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-ctr' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-ctr' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'aes-128-ecb' as mode, hex(encrypt(mode, input, key16)) FROM encryption_test;
+SELECT 'aes-192-ecb' as mode, hex(encrypt(mode, input, key24)) FROM encryption_test;
+SELECT 'aes-256-ecb' as mode, hex(encrypt(mode, input, key32)) FROM encryption_test;
+
+SELECT 'aes-128-ofb' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-ofb' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-ofb' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'GCM mode with IV';
+SELECT 'aes-128-gcm' as mode, hex(encrypt(mode, input, key16, iv)) FROM encryption_test;
+SELECT 'aes-192-gcm' as mode, hex(encrypt(mode, input, key24, iv)) FROM encryption_test;
+SELECT 'aes-256-gcm' as mode, hex(encrypt(mode, input, key32, iv)) FROM encryption_test;
+
+SELECT 'GCM mode with IV and AAD';
+SELECT 'aes-128-gcm' as mode, hex(encrypt(mode, input, key16, iv, 'AAD')) FROM encryption_test;
+SELECT 'aes-192-gcm' as mode, hex(encrypt(mode, input, key24, iv, 'AAD')) FROM encryption_test;
+SELECT 'aes-256-gcm' as mode, hex(encrypt(mode, input, key32, iv, 'AAD')) FROM encryption_test;
+
+SELECT 'Nullable and LowCardinality';
+WITH CAST(NULL as Nullable(String)) as input, 'aes-256-ofb' as mode SELECT toTypeName(input), hex(aes_encrypt_mysql(mode, input, key32,iv)) FROM encryption_test LIMIT 1;
+WITH CAST('text' as Nullable(String)) as input, 'aes-256-ofb' as mode SELECT toTypeName(input), hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test LIMIT 1;
+WITH CAST('text' as LowCardinality(String)) as input, 'aes-256-ofb' as mode SELECT toTypeName(input), hex(aes_encrypt_mysql(mode, input, key32, iv)) FROM encryption_test LIMIT 1;
+
+-- based on https://github.com/openssl/openssl/blob/master/demos/evp/aesgcm.c#L20
+WITH
+    unhex('eebc1f57487f51921c0465665f8ae6d1658bb26de6f8a069a3520293a572078f') as key,
+    unhex('67ba0510262ae487d737ee6298f77e0c') as tag,
+    unhex('99aa3e68ed8173a0eed06684') as iv,
+    unhex('f56e87055bc32d0eeb31b2eacc2bf2a5') as plaintext,
+    unhex('4d23c3cec334b49bdb370c437fec78de') as aad,
+    unhex('f7264413a84c0e7cd536867eb9f21736') as ciphertext
+SELECT
+    hex(encrypt('aes-256-gcm', plaintext, key, iv, aad)) as ciphertext_actual,
+    ciphertext_actual = concat(hex(ciphertext), hex(tag));
diff --git a/tests/queries/0_stateless/01321_aggregate_functions_of_group_by_keys.sql b/tests/queries/0_stateless/01321_aggregate_functions_of_group_by_keys.sql
index fab1179f502..2937e856bf5 100644
--- a/tests/queries/0_stateless/01321_aggregate_functions_of_group_by_keys.sql
+++ b/tests/queries/0_stateless/01321_aggregate_functions_of_group_by_keys.sql
@@ -1,5 +1,4 @@
 set optimize_aggregators_of_group_by_keys = 1;
-set enable_debug_queries = 1;
 set optimize_move_functions_out_of_any = 0;
 
 SELECT min(number % 2) AS a, max(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
@@ -8,10 +7,10 @@ SELECT max((number % 5) * (number % 7)) AS a FROM numbers(10000000) GROUP BY num
 SELECT foo FROM (SELECT anyLast(number) AS foo FROM numbers(1) GROUP BY number);
 SELECT anyLast(number) FROM numbers(1) GROUP BY number;
 
-analyze SELECT min(number % 2) AS a, max(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
-analyze SELECT any(number % 2) AS a, anyLast(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
-analyze SELECT max((number % 5) * (number % 7)) AS a FROM numbers(10000000) GROUP BY number % 7, number % 5 ORDER BY a;
-analyze SELECT foo FROM (SELECT anyLast(number) AS foo FROM numbers(1) GROUP BY number);
+EXPLAIN SYNTAX SELECT min(number % 2) AS a, max(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
+EXPLAIN SYNTAX SELECT any(number % 2) AS a, anyLast(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
+EXPLAIN SYNTAX SELECT max((number % 5) * (number % 7)) AS a FROM numbers(10000000) GROUP BY number % 7, number % 5 ORDER BY a;
+EXPLAIN SYNTAX SELECT foo FROM (SELECT anyLast(number) AS foo FROM numbers(1) GROUP BY number);
 
 set optimize_aggregators_of_group_by_keys = 0;
 
@@ -20,7 +19,7 @@ SELECT any(number % 2) AS a, anyLast(number % 3) AS b FROM numbers(10000000) GRO
 SELECT max((number % 5) * (number % 7)) AS a FROM numbers(10000000) GROUP BY number % 7, number % 5 ORDER BY a;
 SELECT foo FROM (SELECT anyLast(number) AS foo FROM numbers(1) GROUP BY number);
 
-analyze SELECT min(number % 2) AS a, max(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
-analyze SELECT any(number % 2) AS a, anyLast(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
-analyze SELECT max((number % 5) * (number % 7)) AS a FROM numbers(10000000) GROUP BY number % 7, number % 5 ORDER BY a;
-analyze SELECT foo FROM (SELECT anyLast(number) AS foo FROM numbers(1) GROUP BY number);
+EXPLAIN SYNTAX SELECT min(number % 2) AS a, max(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
+EXPLAIN SYNTAX SELECT any(number % 2) AS a, anyLast(number % 3) AS b FROM numbers(10000000) GROUP BY number % 2, number % 3 ORDER BY a, b;
+EXPLAIN SYNTAX SELECT max((number % 5) * (number % 7)) AS a FROM numbers(10000000) GROUP BY number % 7, number % 5 ORDER BY a;
+EXPLAIN SYNTAX SELECT foo FROM (SELECT anyLast(number) AS foo FROM numbers(1) GROUP BY number);
diff --git a/tests/queries/0_stateless/01321_monotonous_functions_in_order_by.sql b/tests/queries/0_stateless/01321_monotonous_functions_in_order_by.sql
index 7f4b5881104..516c3d26a75 100644
--- a/tests/queries/0_stateless/01321_monotonous_functions_in_order_by.sql
+++ b/tests/queries/0_stateless/01321_monotonous_functions_in_order_by.sql
@@ -1,4 +1,3 @@
-SET enable_debug_queries = 1;
 SET optimize_monotonous_functions_in_order_by = 1;
 
 SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number));
@@ -14,19 +13,19 @@ SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number)) DESC;
 SELECT number FROM numbers(3) ORDER BY -number DESC;
 SELECT number FROM numbers(3) ORDER BY exp(number) DESC;
 SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x DESC, toFloat32(x) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number));
-analyze SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number));
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number));
-analyze SELECT number FROM numbers(3) ORDER BY -number;
-analyze SELECT number FROM numbers(3) ORDER BY exp(number);
-analyze SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x, toFloat32(x);
-analyze SELECT number AS x FROM numbers(3) ORDER BY toFloat32(x) as k, toFloat64(k);
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number)) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number)) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number)) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY -number DESC;
-analyze SELECT number FROM numbers(3) ORDER BY exp(number) DESC;
-analyze SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x DESC, toFloat32(x) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number));
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number));
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number));
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY -number;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY exp(number);
+EXPLAIN SYNTAX SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x, toFloat32(x);
+EXPLAIN SYNTAX SELECT number AS x FROM numbers(3) ORDER BY toFloat32(x) as k, toFloat64(k);
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number)) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number)) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number)) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY -number DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY exp(number) DESC;
+EXPLAIN SYNTAX SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x DESC, toFloat32(x) DESC;
 
 SET optimize_monotonous_functions_in_order_by = 0;
 
@@ -43,17 +42,17 @@ SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number)) DESC;
 SELECT number FROM numbers(3) ORDER BY -number DESC;
 SELECT number FROM numbers(3) ORDER BY exp(number) DESC;
 SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x DESC, toFloat32(x) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number));
-analyze SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number));
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number));
-analyze SELECT number FROM numbers(3) ORDER BY -number;
-analyze SELECT number FROM numbers(3) ORDER BY exp(number);
-analyze SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x, toFloat32(x);
-analyze SELECT number AS x FROM numbers(3) ORDER BY toFloat32(x) as k, toFloat64(k);
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number)) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number)) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number)) DESC;
-analyze SELECT number FROM numbers(3) ORDER BY -number DESC;
-analyze SELECT number FROM numbers(3) ORDER BY exp(number) DESC;
-analyze SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x DESC, toFloat32(x) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number));
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number));
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number));
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY -number;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY exp(number);
+EXPLAIN SYNTAX SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x, toFloat32(x);
+EXPLAIN SYNTAX SELECT number AS x FROM numbers(3) ORDER BY toFloat32(x) as k, toFloat64(k);
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(toFloat64(number)) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY abs(toFloat32(number)) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY toFloat32(abs(number)) DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY -number DESC;
+EXPLAIN SYNTAX SELECT number FROM numbers(3) ORDER BY exp(number) DESC;
+EXPLAIN SYNTAX SELECT roundToExp2(number) AS x FROM numbers(3) ORDER BY x DESC, toFloat32(x) DESC;
 -- TODO: exp() should be monotonous function
diff --git a/tests/queries/0_stateless/01322_any_input_optimize.sql b/tests/queries/0_stateless/01322_any_input_optimize.sql
index c868bad659e..4c3345f4be4 100644
--- a/tests/queries/0_stateless/01322_any_input_optimize.sql
+++ b/tests/queries/0_stateless/01322_any_input_optimize.sql
@@ -1,32 +1,31 @@
-SET enable_debug_queries = 1;
 SET optimize_move_functions_out_of_any = 1;
 
-ANALYZE SELECT any(number + number * 2) FROM numbers(1, 2);
+EXPLAIN SYNTAX SELECT any(number + number * 2) FROM numbers(1, 2);
 SELECT any(number + number * 2) FROM numbers(1, 2);
 
-ANALYZE SELECT anyLast(number + number * 2) FROM numbers(1, 2);
+EXPLAIN SYNTAX SELECT anyLast(number + number * 2) FROM numbers(1, 2);
 SELECT anyLast(number + number * 2) FROM numbers(1, 2);
 
-ANALYZE WITH any(number * 3) AS x SELECT x FROM numbers(1, 2);
+EXPLAIN SYNTAX WITH any(number * 3) AS x SELECT x FROM numbers(1, 2);
 WITH any(number * 3) AS x SELECT x FROM numbers(1, 2);
 
-ANALYZE SELECT anyLast(number * 3) AS x, x FROM numbers(1, 2);
+EXPLAIN SYNTAX SELECT anyLast(number * 3) AS x, x FROM numbers(1, 2);
 SELECT anyLast(number * 3) AS x, x FROM numbers(1, 2);
 
 SELECT any(anyLast(number)) FROM numbers(1); -- { serverError 184 }
 
 SET optimize_move_functions_out_of_any = 0;
 
-ANALYZE SELECT any(number + number * 2) FROM numbers(1, 2);
+EXPLAIN SYNTAX SELECT any(number + number * 2) FROM numbers(1, 2);
 SELECT any(number + number * 2) FROM numbers(1, 2);
 
-ANALYZE SELECT anyLast(number + number * 2) FROM numbers(1, 2);
+EXPLAIN SYNTAX SELECT anyLast(number + number * 2) FROM numbers(1, 2);
 SELECT anyLast(number + number * 2) FROM numbers(1, 2);
 
-ANALYZE WITH any(number * 3) AS x SELECT x FROM numbers(1, 2);
+EXPLAIN SYNTAX WITH any(number * 3) AS x SELECT x FROM numbers(1, 2);
 WITH any(number * 3) AS x SELECT x FROM numbers(1, 2);
 
-ANALYZE SELECT anyLast(number * 3) AS x, x FROM numbers(1, 2);
+EXPLAIN SYNTAX SELECT anyLast(number * 3) AS x, x FROM numbers(1, 2);
 SELECT anyLast(number * 3) AS x, x FROM numbers(1, 2);
 
 SELECT any(anyLast(number)) FROM numbers(1); -- { serverError 184 }
diff --git a/tests/queries/0_stateless/01322_student_ttest.reference b/tests/queries/0_stateless/01322_student_ttest.reference
new file mode 100644
index 00000000000..02e44744629
--- /dev/null
+++ b/tests/queries/0_stateless/01322_student_ttest.reference
@@ -0,0 +1,4 @@
+-2.610898982580138	0.00916587538237954
+-2.610898982580134	0.0091658753823792
+-28.740781574102936	7.667329672103986e-133
+-28.74078157410298	0
diff --git a/tests/queries/0_stateless/01322_student_ttest.sql b/tests/queries/0_stateless/01322_student_ttest.sql
new file mode 100644
index 00000000000..b8b86384bc4
--- /dev/null
+++ b/tests/queries/0_stateless/01322_student_ttest.sql
@@ -0,0 +1,19 @@
+DROP TABLE IF EXISTS student_ttest;
+
+/*Check t-stat and p-value and compare it with scipy.stat implementation
+  First: a=1, sigma (not sigma^2)=5, size=500
+  Second: a=1, sigma = 5, size = 500 */
+CREATE TABLE student_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO student_ttest VALUES (0.88854,-2.90702), (-5.76966,3.61651), (6.76618,4.27458), (3.55546,4.82133), (-9.76948,9.59483), (4.92323,1.00424), (-0.36352,2.04147), (0.97018,-3.58214), (4.61656,6.59543), (-6.78292,-1.00532), (4.02008,-3.59794), (12.41838,-2.82434), (5.14417,-3.13194), (3.86836,9.90977), (-1.26199,0.523), (12.44106,4.62779), (3.28349,-2.56872), (1.77261,2.25807), (-8.94748,1.04044), (-1.01449,-2.35744), (-1.26377,10.81531), (6.79682,-9.68469), (6.32333,3.80885), (-8.21214,12.70435), (-1.68565,-6.01112), (9.7557,1.89065), (3.66694,5.08892), (1.39967,3.45254), (-5.52035,11.58151), (-10.95601,0.85035), (0.93877,8.38397), (1.45933,1.17169), (-5.40551,4.74621), (-0.83857,-1.66614), (8.50794,4.2414), (-6.68686,1.68765), (5.03099,1.85223), (1.56251,9.10111), (4.17381,-2.38085), (-2.92644,-14.79595), (5.11068,-3.8938), (2.09617,-3.41864), (11.7787,-3.15282), (6.50336,-0.56684), (0.62098,12.87997), (-7.97121,6.89115), (3.81902,12.921), (0.33151,-7.94908), (10.68584,2.45687), (0.56007,2.14957), (-7.38621,7.55081), (5.05882,-3.71534), (2.34616,-2.41064), (11.3806,-0.80734), (5.95276,-4.75651), (-3.01429,2.05241), (5.98169,-5.44523), (0.96985,-2.75054), (-1.15932,-13.00131), (2.11547,-2.74451), (2.49668,-1.39004), (-12.49569,-3.02854), (-4.94667,7.65112), (-3.64215,1.1245), (-8.35595,6.74117), (3.211,-0.75777), (2.33805,8.93451), (2.38608,-8.85559), (-3.2862,-0.36405), (-0.80454,4.02742), (-0.53483,6.88718), (10.66445,-1.05124), (-0.37619,3.04085), (0.48246,3.32368), (7.41919,1.147), (0.42414,3.41554), (-2.32335,-3.47851), (-0.70223,-0.47684), (-5.9332,-0.55605), (-1.20561,-0.17006), (3.39865,2.26218), (9.61739,12.45494), (-0.78651,-1.84097), (-4.00256,1.64934), (-7.99646,-7.07496), (8.72923,-9.99462), (0.71859,6.09954), (-1.62726,-1.05319), (5.11234,3.04757), (-0.95625,0.93899), (-3.75573,-4.63243), (1.03141,-7.43322), (-3.33588,-7.298), (1.51804,-6.59016), (-3.30935,-6.11649), (-1.97507,0.56682), (4.06456,2.00661), (3.27195,-2.79814), (-7.81761,2.84482), (-3.81785,3.65348), (-4.18311,-4.22807), (-11.33313,-4.54336), (-0.25221,-3.63343), (7.2514,2.96878), (5.30301,6.11661), (2.46762,-1.70919), (4.22716,-4.71133), (0.33916,6.09652), (9.7638,-6.83454), (-7.58684,0.18006), (-4.09888,1.51676), (4.26617,-5.31646), (-0.56744,-3.21215), (4.65125,-5.07599), (-1.30301,-2.36591), (4.53771,3.55724), (9.96929,4.8904), (3.72939,-3.22586), (-2.29818,-1.74928), (3.09417,5.73458), (0.82251,1.41188), (5.29975,2.86255), (2.8685,2.90179), (-5.73321,-2.19949), (-1.85651,1.72727), (-1.07984,1.76939), (9.78342,-0.12848), (-13.49652,-0.52), (3.68791,3.48333), (1.9998,7.8262), (1.11674,0.09099), (9.43869,7.77017), (4.07029,9.49484), (5.32715,1.42825), (7.16504,1.99624), (6.66096,4.00419), (-5.7111,1.07925), (-0.38575,-0.09987), (4.49165,-5.48733), (-3.36489,-1.83517), (7.71814,2.38059), (-1.58966,1.42075), (-1.61063,-1.11968), (-0.91602,-6.46035), (0.73459,7.66576), (-3.24463,4.6307), (6.3947,5.55989), (-2.77845,3.16684), (4.45899,5.07671), (-8.84186,-10.20566), (2.62276,-4.73386), (1.774,1.28353), (4.3692,6.75679), (0.05942,12.09895), (-1.44042,7.0049), (-2.53594,7.16156), (-2.24752,-0.64311), (4.98874,-0.66747), (4.05434,3.99996), (-2.56483,9.07298), (-6.79286,-4.60971), (-2.06165,0.70744), (-0.26056,2.56774), (1.89567,9.32424), (-3.15145,3.95087), (-7.31321,7.11372), (0.28936,-0.89284), (-0.63111,8.6155), (0.22611,-0.14141), (-9.3377,-4.86319), (-5.76638,-6.95801), (3.87306,4.44883), (6.7011,4.6156), (9.03915,-2.3579), (-1.21835,-5.1186), (0.82892,8.12819), (2.80656,2.78392), (-1.34746,-4.30221), (-1.99912,-1.47506), (0.6036,6.8598), (-3.46117,0.47636), (5.23732,0.95383), (-1.86702,7.79779), (-5.86115,-2.61767), (6.48523,-10.5087), (-7.40158,-2.74299), (-1.38913,3.87369), (4.94613,-1.07093), (-2.07818,4.98864), (2.39808,-7.50772), (4.89238,6.41316), (4.39481,1.39061), (5.20425,-3.1747), (13.62598,-2.13621), (-2.86293,-0.02203), (-3.62396,0.89025), (-4.28695,-5.87746), (4.66425,3.60026), (2.20871,-0.23178), (1.60382,-2.1897), (-9.87024,-5.85101), (-7.37302,-1.6053), (-4.17814,3.6184), (2.5148,-8.53795), (3.21708,-0.35987), (-11.48089,2.15301), (1.19821,-6.60692), (-0.07436,9.54341), (-1.10652,1.11511), (4.03395,2.94025), (-4.35883,12.05657), (2.04013,3.75156), (0.52264,7.95597), (8.14004,-0.99449), (-8.86949,0.90597), (-0.35807,-7.90627), (-10.71113,3.50863), (-2.13755,-1.47493), (0.50715,4.11671), (6.30826,10.06325), (2.37527,-1.06059), (0.20872,-1.37737), (-5.85729,-0.42542), (-4.97217,-3.90267), (-9.78434,9.35037), (-1.53277,-7.91219), (0.14827,-4.69945), (-1.053,3.63776), (1.74558,3.46492), (11.17194,2.84518), (9.35487,-3.04301), (-9.17209,8.82764), (10.41814,7.80134), (7.41206,7.87755), (3.71775,7.01035), (-2.04674,2.43271), (6.18037,11.36418), (5.6383,-6.92659), (-0.90058,5.95541), (-1.27073,3.59436), (-2.3473,5.18429), (-8.44271,4.20225), (2.75551,0.5029), (-1.15521,4.03074), (4.08722,5.23152), (-1.70399,10.65409), (7.24114,-0.69845), (-8.43976,11.70096), (-1.53052,5.80692), (-0.00526,-8.1819), (-4.04813,4.31485), (-2.84299,5.7227), (-5.201,5.67398), (7.75774,-1.75826), (-2.85791,7.54164), (-3.86071,-1.79026), (-1.80029,-1.7395), (-5.26015,5.65042), (-3.158,0.38765), (7.71014,-4.64719), (-4.84866,-10.22048), (-8.38785,-2.05447), (7.67021,-2.43441), (4.96521,-5.38551), (-0.40919,5.47764), (-3.25711,8.26637), (3.07685,-3.6421), (2.89376,-11.66269), (-10.47331,3.972), (-3.48942,5.46642), (1.13906,-3.72304), (-8.57454,5.75251), (-3.38963,5.12841), (-2.3195,0.59067), (-1.60694,5.21138), (-5.57406,-4.58702), (-0.93075,-8.737), (-11.76579,-2.12737), (10.68283,0.22888), (8.74324,-1.46448), (7.66409,2.40311), (4.76715,-5.21814), (0.44539,13.94749), (-1.35941,-2.77448), (4.18849,-3.7867), (-6.17097,3.4954), (0.27977,3.12586), (-1.45006,-7.01485), (-4.81694,-3.20727), (-3.0297,6.31415), (0.02145,2.37521), (2.46883,8.13787), (9.60317,2.15956), (-9.93898,-0.40842), (1.05549,-7.27283), (5.55366,4.27575), (-3.80722,-2.89126), (-4.18851,6.84344), (1.00351,7.0869), (3.11385,-5.18837), (-5.17623,2.67648), (-3.18396,-6.57021), (-6.65302,0.60429), (-0.50832,-1.04921), (-4.04375,7.12873), (4.52707,1.68973), (6.63124,-2.58404), (-3.72082,-3.83114), (5.79825,-7.26546), (-2.0158,-5.07153), (-2.78369,-0.80395), (-1.91821,2.09455), (6.31714,4.33374), (-1.80869,8.54335), (8.55586,0.80566), (2.40826,-8.38085), (-8.46361,7.54812), (5.04452,8.78007), (-0.84665,1.5857), (2.30903,8.43855), (-3.71837,-1.90846), (-0.69419,-1.2434), (3.6733,7.16172), (-1.96098,-3.44129), (2.36747,-6.37542), (-12.03622,-4.99486), (4.38481,4.99033), (2.93955,-1.83734), (2.16804,-2.83289), (-0.08218,-4.13997), (-3.97934,1.40163), (-7.43985,8.57867), (0.91666,-1.87639), (7.23432,3.41667), (-6.13303,6.31762), (-10.23217,1.58473), (-6.21681,1.63625), (-0.80934,-6.93618), (0.17914,3.58046), (2.13338,-6.8097), (6.97656,4.69978), (6.90455,-1.72912), (6.25943,5.29491), (-6.04019,-1.63062), (-7.30909,5.83818), (1.4589,17.0769), (12.00208,4.54301), (2.22457,-1.33801), (-2.45912,5.64339), (-6.92213,1.26913), (4.05547,-1.01553), (0.04709,4.8316), (-7.70952,3.08635), (-1.47883,-2.27738), (1.3701,-1.13761), (-4.92928,10.08698), (-2.75872,5.33827), (-0.09178,2.84345), (2.62642,-1.51132), (-1.14623,13.46078), (2.76609,8.58965), (4.94404,-2.36683), (-7.01764,-1.8217), (-10.91568,1.96981), (-2.49738,2.31718), (0.73576,3.66493), (2.25436,1.93104), (-1.72956,5.20332), (2.41054,3.20519), (5.72149,3.34631), (-6.41371,7.0087), (3.38217,-7.96126), (1.24133,-0.62182), (10.03634,-4.65227), (-2.37303,10.6572), (-1.35543,4.50891), (-1.4387,9.74298), (-4.0976,3.85707), (-0.82501,6.41144), (-1.93498,1.48649), (5.59955,2.28076), (5.46656,2.75342), (2.43568,-5.40401), (-0.23926,7.11389), (-4.9945,5.74368), (-4.96655,6.78345), (-0.59258,3.83773), (2.02497,0.70959), (0.67583,0.57434), (3.16522,1.5888), (-1.9673,3.94889), (-6.75319,5.8234), (-6.69723,7.78366), (0.81148,9.08354), (4.44531,-7.99182), (-4.43522,-2.77033), (-5.28602,-10.29342), (-3.58829,1.76251), (-7.97395,2.09266), (-2.84891,4.20614), (-3.95112,-3.63064), (3.54945,-2.17794), (12.12376,-2.66225), (-3.12347,-2.74707), (3.65209,-1.93431), (9.34031,1.38629), (-0.26348,4.12816), (-5.23968,-1.58902), (2.22336,-5.08864), (-10.70405,-2.30491), (-4.41319,2.64605), (-5.94912,1.16158), (1.8147,2.63534), (7.69287,1.4956), (9.46125,-4.60768), (4.72497,0.60771), (-0.57565,3.29549), (-1.12303,-1.42592), (2.90272,0.8883), (-4.4584,-1.10612), (4.28819,-2.57296), (11.64512,5.88085), (-1.80395,7.40745), (2.51605,13.48116), (-3.18439,5.53539), (-0.70213,-1.46014), (-7.68383,3.73304), (-8.32268,3.5435), (-8.71115,-3.89151), (9.96933,4.16265), (0.95675,2.32663), (3.35114,5.31735), (-2.66008,6.33485), (7.75456,2.1339), (0.73568,0.82708), (0.3483,-2.95155), (-1.09203,-6.76019), (-7.76963,-4.20179), (5.81902,8.78354), (-3.41424,1.41863), (-0.39209,7.65689), (4.67608,-6.52601), (0.68753,-4.4426), (5.17179,-4.49483), (4.98983,-3.91479), (-0.12659,-2.84562), (3.25267,2.58974), (1.50184,2.24424), (2.94507,-4.65846), (-0.42333,8.4062), (-3.66227,8.20262), (8.90812,-8.63752), (4.74411,4.97966), (2.22018,-0.35563), (-2.07976,-4.72116), (4.8711,-2.95997), (0.5023,2.73959), (6.31569,-0.23956), (-4.36903,10.13915), (3.82146,11.83775), (-6.99477,-2.50332), (3.61225,-0.58181), (14.69335,-7.62836), (0.58368,2.26478), (4.65341,-3.50179), (-3.14272,-2.08023), (2.67048,4.07256), (4.64963,-1.40826), (-2.70828,-2.33644), (1.42923,3.00197), (5.84498,4.23668), (-4.76568,-2.24647), (0.19907,1.0445), (1.67486,-0.31901), (5.32145,8.62657), (-8.03477,3.92817), (3.46776,0.08462), (4.66374,10.15884), (-5.37394,0.4113), (5.39045,4.45847), (-1.44756,5.82941), (-1.64419,6.59202), (3.39699,-3.73441), (-2.94659,-5.86969), (-2.38437,-4.56543), (-0.23958,-1.32636), (6.88389,-0.17884), (-2.7172,-3.56181), (-1.53419,-0.66932), (7.38841,6.87538), (-5.44178,0.73527), (-0.89287,-0.24177), (2.93546,-0.8657), (-0.26901,-0.22977), (-4.70044,1.02095), (2.25846,6.16311), (-9.28813,-5.68027), (6.04268,-3.7619), (4.41693,4.22959), (1.75714,-1.5249);
+SELECT '-2.610898982580138', '0.00916587538237954';
+SELECT roundBankers(studentTTest(left, right).1, 16) as t_stat, roundBankers(studentTTest(left, right).2, 16) as p_value from student_ttest;
+DROP TABLE IF EXISTS student_ttest;
+
+/*Check t-stat and p-value and compare it with scipy.stat implementation
+  First: a=1, sigma (not sigma^2)=5, size=500
+  Second: a=1, sigma = 5, size = 500 */
+CREATE TABLE student_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO student_ttest VALUES (4.52546,8.69444), (3.73628,3.81414), (-0.39478,12.38442), (5.15633,8.9738), (0.50539,9.19594), (-5.34036,7.21009), (0.19336,4.97743), (8.35729,4.94756), (6.95818,19.80911), (-2.93812,13.75358), (8.30807,16.56373), (-3.3517,9.72882), (4.16279,4.64509), (-3.17231,17.76854), (1.93545,4.80693), (11.06606,8.79505), (-4.22678,10.88868), (-1.99975,6.21932), (-4.51178,15.11614), (-4.50711,13.24703), (1.89786,14.76476), (-6.19638,-0.6117), (-3.70188,17.48993), (5.01334,12.11847), (1.79036,4.87439), (2.14435,18.56479), (3.0282,1.23712), (2.35528,5.41596), (-12.18535,4.54994), (5.59709,11.37668), (-12.92336,9.5982), (-0.04281,6.59822), (-0.16923,1.16703), (0.88924,8.88418), (-4.68414,10.95047), (8.01099,5.52787), (2.61686,-1.11647), (-2.76895,14.49946), (3.32165,3.27585), (-0.85135,-0.42025), (1.21368,6.37906), (4.38673,2.5242), (6.20964,8.1405), (-1.23172,6.46732), (4.65516,9.89332), (-1.87143,10.4374), (0.86429,-1.06465), (2.51184,6.84902), (-1.88822,10.96576), (-1.61802,7.83319), (1.93653,14.39823), (-3.66631,7.02594), (-1.05294,13.46629), (-10.74718,10.39531), (16.49295,11.27348), (-7.65494,9.32187), (-3.39303,12.32667), (-4.89418,8.98905), (3.2521,9.54757), (0.05831,5.98325), (-3.00409,3.47248), (5.76702,9.26966), (2.67674,5.77816), (10.52623,6.32966), (-0.54501,9.49313), (-4.89835,6.21337), (3.52457,10.00242), (-0.0451,6.25167), (-6.61226,15.64671), (9.02391,2.78968), (5.52571,6.55442), (4.54352,3.68819), (-3.8394,9.55934), (-7.75295,4.166), (5.91167,12.32471), (1.38897,7.10969), (6.24166,16.31723), (5.58536,12.99482), (4.7591,10.11585), (-2.58336,10.29455), (-1.91263,18.27524), (3.31575,12.84435), (5.3507,13.11954), (-15.22081,12.84147), (-0.84775,15.55658), (-4.538,11.45329), (6.71177,7.50912), (0.52882,8.56226), (2.0242,8.63104), (5.69146,15.68026), (4.63328,21.6361), (0.22984,6.23925), (-2.84052,8.65714), (7.91867,9.9423), (1.11001,12.28213), (-0.11251,3.11279), (-0.20905,13.58128), (0.03287,16.51407), (-1.59397,16.60476), (-5.39405,12.02022), (-7.1233,12.11035), (4.51517,9.47832), (-0.70967,6.40742), (5.67299,8.87252), (-0.33835,15.14265), (-1.83047,2.23572), (-0.62877,11.57144), (-7.23148,18.87737), (0.1802,12.1833), (11.73325,11.17519), (2.17603,16.80422), (-0.11683,6.81423), (-1.29102,12.12546), (-0.23201,8.06153), (-6.8643,10.97228), (-6.85153,7.30596), (-4.77163,15.44026), (6.11721,8.00993), (5.96406,12.60196), (3.59135,13.96832), (-0.60095,14.03207), (3.11163,4.53758), (-0.18831,8.08297), (0.67657,4.90451), (-3.16117,8.14253), (0.26957,19.88605), (2.18653,13.85254), (-5.94611,23.01839), (-4.39352,6.02084), (-3.71525,9.60319), (5.11103,1.90511), (1.33998,10.35237), (1.01629,16.27082), (-3.36917,12.52379), (-3.99661,11.37435), (8.19336,13.61823), (2.89168,15.77622), (-11.10373,15.17254), (11.68005,6.711), (3.08282,4.74205), (-6.81506,10.09812), (-2.34587,6.61722), (-2.68725,10.34164), (0.3577,8.96602), (-3.05682,12.32157), (9.08062,11.75711), (-0.77913,13.49499), (10.35215,8.57713), (6.82565,11.50313), (-1.24674,1.13097), (5.18822,7.83205), (-3.70743,5.77957), (1.40319,15.5519), (5.89432,10.82676), (1.43152,11.51218), (6.70638,9.29779), (9.76613,9.77021), (4.27604,9.94114), (-2.63141,15.54513), (-7.8133,19.10736), (-0.06668,15.04205), (1.05391,9.03114), (4.41797,24.0104), (0.09337,9.94205), (6.16075,2.5925), (7.49413,8.82726), (-3.52872,10.0209), (-2.17126,8.1635), (-3.87605,4.24074), (3.26607,7.67291), (-3.28045,5.21642), (2.1429,11.2808), (1.53386,6.88172), (0.21169,5.98743), (-0.63674,17.97249), (5.84893,6.46323), (-0.63498,15.37416), (8.29526,2.89957), (-1.08358,17.13044), (-2.306,11.06355), (2.86991,3.09625), (-0.76074,-2.33019), (5.49191,7.42675), (1.82883,15.06792), (-3.70497,8.81116), (-0.53232,19.17446), (-11.49722,18.77181), (3.44877,14.06443), (-1.8596,12.81241), (-10.34851,2.72299), (1.13093,18.67739), (-10.93389,11.63275), (-3.39703,2.23891), (0.19749,13.01195), (-3.68389,7.43402), (-4.67863,8.14599), (10.78916,16.65328), (0.37675,1.362), (3.98094,3.87957), (-3.64775,11.16134), (-4.8443,6.25357), (1.102,4.21945), (8.72112,12.50047), (-1.47361,6.45486), (6.24183,18.99924), (6.83569,18.09508), (-3.11684,13.59528), (4.91306,3.39681), (-0.03628,13.33157), (5.1282,5.8945), (-2.38558,5.61212), (2.33351,8.41149), (-0.97191,13.78608), (-0.05588,6.08609), (-4.70019,12.76962), (-5.12371,3.26206), (0.65606,0.25528), (-0.11574,11.9083), (4.4238,4.35071), (6.93399,11.19855), (3.68712,13.87404), (-0.01187,6.87986), (1.8332,8.32566), (5.81322,22.51334), (-4.04709,2.5226), (-8.26397,16.84498), (-2.11273,6.26108), (5.28396,13.84824), (0.73054,6.03262), (6.43559,14.12668), (4.35565,16.01939), (-1.05545,8.19237), (5.00087,18.01595), (-2.72239,9.45609), (7.32313,6.90459), (2.11548,12.83115), (-3.40953,10.603), (6.97051,13.70439), (-0.45567,6.1633), (1.31699,4.1151), (-1.49871,8.20499), (7.14772,11.67903), (0.79277,7.30851), (6.9698,6.50941), (2.08733,7.3949), (-3.55962,12.80075), (0.75601,5.62043), (1.21,18.2542), (-2.17877,17.9393), (1.83206,16.4569), (5.72463,8.78811), (7.42257,4.85949), (0.97829,-3.36394), (7.54238,5.38683), (9.91081,12.26083), (-4.61743,10.27907), (-4.40799,11.5144), (9.99854,11.57335), (8.53725,1.94203), (3.2905,7.78228), (0.38634,11.79385), (-2.53374,10.18415), (4.94758,14.67613), (4.79624,4.70301), (5.57664,12.72151), (-6.44871,-3.35508), (3.34431,17.63775), (0.14209,2.53883), (10.88431,14.01483), (0.31846,12.4387), (-0.54703,11.15408), (-4.67791,7.74882), (-5.68011,13.60956), (-4.93362,7.81991), (1.2271,10.90969), (5.27512,8.19828), (-3.84611,-1.18523), (6.81706,0.5916), (10.33033,0.35805), (5.13979,12.98364), (3.66534,11.38628), (-2.07219,13.94644), (10.65442,2.03781), (-3.31751,10.74447), (-1.82011,12.35656), (-0.39886,7.08701), (1.77052,2.69871), (1.29049,19.66653), (7.92344,7.88636), (-2.92595,10.36916), (-2.67107,1.632), (5.64708,11.86081), (0.34639,13.47602), (-3.04356,6.60204), (3.98828,7.01303), (-1.36695,20.19992), (-8.48462,18.88249), (-4.04669,11.34367), (9.84561,12.97305), (-6.1537,9.5776), (0.82433,17.91364), (1.92449,18.3247), (2.51288,9.9211), (0.40965,7.14257), (2.89183,6.59133), (3.84347,12.35274), (0.66829,10.57523), (-3.45094,12.12859), (1.3544,9.47177), (-9.85456,0.60659), (5.25689,4.72996), (-5.26018,4.51121), (-6.16912,13.28893), (-1.77163,8.09014), (3.96687,8.02511), (0.70893,13.85406), (-5.45342,1.75412), (-3.89706,6.00641), (3.11868,6.35554), (4.41714,7.11293), (7.64841,8.30442), (0.00489,12.63024), (3.2263,12.38966), (-5.33042,7.6801), (2.52189,11.33744), (-7.40308,4.67713), (0.67891,7.62276), (2.49343,2.14478), (5.43133,15.32988), (-0.67541,1.52299), (-0.60299,17.00017), (-6.32903,8.29701), (-3.44336,10.92961), (-0.23963,6.78449), (6.94686,7.02698), (6.59442,11.51719), (-4.18532,9.97926), (-1.8228,7.44251), (-0.29443,7.58541), (2.99821,4.76058), (2.51942,12.88959), (-3.49176,9.974), (-0.57979,17.03689), (8.69471,11.14554), (-1.19427,11.7392), (-3.17119,11.50029), (-2.99566,19.41759), (-3.34493,9.65127), (-2.33826,9.87673), (-5.04164,14.13485), (-0.48214,9.78034), (7.45097,1.57826), (3.04787,3.72091), (2.92632,9.4054), (1.39694,23.22816), (4.38686,-0.12571), (3.25753,6.97343), (7.14218,10.09049), (-4.04341,11.78393), (-9.19352,3.01909), (2.78473,16.09448), (0.33331,6.25485), (9.89238,7.13164), (6.00566,7.75879), (-1.7511,9.56834), (4.77815,6.14824), (5.07457,13.53454), (2.56132,8.26364), (2.38317,8.7095), (-1.63486,10.61607), (-1.46871,10.64418), (-5.8681,23.9106), (-2.96227,11.38978), (-1.90638,11.4383), (-13.3052,18.41498), (-2.14705,3.70959), (-9.62069,19.95918), (2.29313,9.53847), (0.22162,14.04957), (-1.83956,13.70151), (4.1853,5.45046), (6.05965,10.95061), (-0.23737,9.55156), (6.07452,17.92345), (4.34629,6.23976), (4.02922,8.71029), (3.62622,13.58736), (-3.95825,8.78527), (-1.63412,11.14213), (-1.25727,12.23717), (5.06323,16.44557), (-0.66176,0.47144), (2.36606,9.7198), (-5.77792,13.50981), (4.535,14.27806), (1.02031,13.50793), (4.49345,7.47381), (-4.99791,11.07844), (2.46716,9.89844), (3.65471,21.48548), (11.2283,6.92085), (6.69743,4.44074), (-5.60375,19.98074), (0.28683,7.92826), (-0.85737,16.6313), (4.26726,17.17618), (-3.4322,13.80807), (-2.07039,5.37083), (-2.26798,9.73962), (-0.99818,10.66273), (0.41335,8.90639), (5.18124,12.24596), (-5.01858,16.89203), (2.05561,12.69184), (-0.12117,15.59077), (0.99471,6.94287), (6.89979,-0.1801), (-4.18527,3.25318), (-6.35104,8.08804), (3.89734,13.78384), (-1.979,0.46434), (3.15404,7.78224), (3.52672,9.10987), (2.48372,-0.89391), (-6.13089,14.3696), (2.2968,3.01763), (-2.74324,8.03559), (-0.12876,7.24609), (-1.51135,11.86271), (-3.92434,6.28196), (-1.71254,8.9725), (-1.25878,14.46114), (2.03021,9.50216), (4.31726,16.30413), (-3.02908,1.02795), (9.7093,1.88717), (-3.36284,9.80106), (6.70938,4.53487), (0.42762,16.34543), (5.04726,7.71098), (2.78386,2.74639), (6.83022,6.51875), (-3.02109,10.42308), (-0.65382,13.57901), (-15.58675,0.52784), (5.89746,4.4708), (-4.11598,6.39619), (-1.37208,14.57666), (10.08082,2.71602), (5.35686,12.53905), (1.93331,11.4292), (10.47444,12.44641), (-2.36872,14.50894), (6.50752,17.64374), (2.54603,11.03218), (-0.4332,9.82789), (5.26572,10.11104), (2.09016,2.16137), (1.15513,10.24054), (14.95941,12.86909), (-3.85505,15.22845), (-2.36239,5.05411), (1.64338,10.84836), (-4.25074,11.15717), (7.29744,0.91782), (-1.18964,13.29961), (5.60612,15.11314), (-3.77011,11.54004), (6.67642,-0.94238), (-0.06862,19.32581), (5.60514,10.20744), (3.7341,6.54857), (9.59001,8.69108), (3.30093,8.2296), (-2.75658,8.4474), (4.71994,6.81178), (0.74699,5.99415), (2.91095,13.99336), (-7.36829,8.7469), (-5.29487,8.62349), (3.31079,1.84212), (1.06974,4.4762), (-1.18424,9.25421), (-7.415,10.44229), (3.40595,12.21649), (-7.63085,10.45968), (1.13336,15.34722), (-0.0096,5.50868), (0.8928,10.93609), (-0.5943,2.78631), (7.48306,11.86145), (10.11943,18.67385), (5.60459,10.64051), (4.00189,12.75565), (2.35823,6.63666), (0.33475,12.19343), (3.47072,9.08636), (-6.68867,11.67256), (3.31031,20.31392), (2.17159,11.66443);
+SELECT '-28.740781574102936', '7.667329672103986e-133';
+SELECT roundBankers(studentTTest(left, right).1, 16) as t_stat, roundBankers(studentTTest(left, right).2, 16) as p_value from student_ttest;
+DROP TABLE IF EXISTS student_ttest;
diff --git a/tests/queries/0_stateless/01322_ttest_scipy.python b/tests/queries/0_stateless/01322_ttest_scipy.python
new file mode 100644
index 00000000000..66659e2ab71
--- /dev/null
+++ b/tests/queries/0_stateless/01322_ttest_scipy.python
@@ -0,0 +1,108 @@
+#!/usr/bin/env python3                                                                                                                                                                                              
+import os  
+import io                                                                                                                                                                                                         
+import sys       
+import requests
+import time
+import pandas as pd
+import numpy as np
+from scipy import stats
+
+CLICKHOUSE_HOST = os.environ.get('CLICKHOUSE_HOST', '127.0.0.1')
+CLICKHOUSE_PORT_HTTP = os.environ.get('CLICKHOUSE_PORT_HTTP', '8123')
+CLICKHOUSE_SERVER_URL_STR = 'http://' + ':'.join(str(s) for s in [CLICKHOUSE_HOST, CLICKHOUSE_PORT_HTTP]) + "/"
+
+class ClickHouseClient:
+    def __init__(self, host = CLICKHOUSE_SERVER_URL_STR):
+        self.host = host
+
+    def query(self, query, connection_timeout = 1500):
+        NUMBER_OF_TRIES = 30
+        DELAY = 10
+        
+        for i in range(NUMBER_OF_TRIES):
+            r = requests.post(
+                self.host, 
+                params = {'timeout_before_checking_execution_speed': 120, 'max_execution_time': 6000},
+                timeout = connection_timeout,
+                data = query)
+            if r.status_code == 200:
+                return r.text
+            else:
+                print('ATTENTION: try #%d failed' % i)
+                if i != (NUMBER_OF_TRIES-1):
+                    print(query)
+                    print(r.text)
+                    time.sleep(DELAY*(i+1))
+                else:
+                    raise ValueError(r.text)
+
+    def query_return_df(self, query, connection_timeout = 1500):
+        data = self.query(query, connection_timeout) 
+        df = pd.read_csv(io.StringIO(data), sep = '\t')
+        return df
+
+    def query_with_data(self, query, content):
+        content = content.encode('utf-8')
+        r = requests.post(self.host, data=content)
+        result = r.text
+        if r.status_code == 200:
+            return result
+        else:
+            raise ValueError(r.text)
+
+def test_and_check(name, a, b, t_stat, p_value):
+    client = ClickHouseClient()
+    client.query("DROP TABLE IF EXISTS ttest;")
+    client.query("CREATE TABLE ttest (left Float64, right Float64) ENGINE = Memory;");
+    client.query("INSERT INTO ttest VALUES {};".format(", ".join(['({},{})'.format(i, j) for i,j in zip(a, b)])))
+    
+    real = client.query_return_df(
+        "SELECT roundBankers({}(left, right).1, 16) as t_stat, ".format(name) +
+               "roundBankers({}(left, right).2, 16) as p_value ".format(name) + 
+        "FROM ttest FORMAT TabSeparatedWithNames;")
+    real_t_stat = real['t_stat'][0]
+    real_p_value = real['p_value'][0]
+    assert(abs(real_t_stat - np.float64(t_stat) < 1e-2)), "clickhouse_t_stat {}, scipy_t_stat {}".format(real_t_stat, t_stat)
+    assert(abs(real_p_value - np.float64(p_value)) < 1e-2), "clickhouse_p_value {}, scipy_p_value {}".format(real_p_value, p_value)
+    client.query("DROP TABLE IF EXISTS ttest;")
+
+
+def test_student():
+    rvs1 = np.round(stats.norm.rvs(loc=1, scale=5,size=500), 5)
+    rvs2 = np.round(stats.norm.rvs(loc=10, scale=5,size=500), 5)
+    s, p = stats.ttest_ind(rvs1, rvs2, equal_var = True)
+    test_and_check("studentTTest", rvs1, rvs2, s, p)
+
+    rvs1 = np.round(stats.norm.rvs(loc=0, scale=5,size=500), 5)
+    rvs2 = np.round(stats.norm.rvs(loc=0, scale=5,size=500), 5)
+    s, p = stats.ttest_ind(rvs1, rvs2, equal_var = True)
+    test_and_check("studentTTest", rvs1, rvs2, s, p)
+
+
+    rvs1 = np.round(stats.norm.rvs(loc=0, scale=10,size=65536), 5)
+    rvs2 = np.round(stats.norm.rvs(loc=5, scale=1,size=65536), 5)
+    s, p = stats.ttest_ind(rvs1, rvs2, equal_var = True)
+    test_and_check("studentTTest", rvs1, rvs2, s, p)
+
+def test_welch():
+    rvs1 = np.round(stats.norm.rvs(loc=1, scale=15,size=500), 5)
+    rvs2 = np.round(stats.norm.rvs(loc=10, scale=5,size=500), 5)
+    s, p = stats.ttest_ind(rvs1, rvs2, equal_var = True)
+    test_and_check("studentTTest", rvs1, rvs2, s, p)
+
+    rvs1 = np.round(stats.norm.rvs(loc=0, scale=7,size=500), 5)
+    rvs2 = np.round(stats.norm.rvs(loc=0, scale=3,size=500), 5)
+    s, p = stats.ttest_ind(rvs1, rvs2, equal_var = True)
+    test_and_check("studentTTest", rvs1, rvs2, s, p)
+
+
+    rvs1 = np.round(stats.norm.rvs(loc=0, scale=10,size=65536), 5)
+    rvs2 = np.round(stats.norm.rvs(loc=5, scale=1,size=65536), 5)
+    s, p = stats.ttest_ind(rvs1, rvs2, equal_var = True)
+    test_and_check("studentTTest", rvs1, rvs2, s, p)
+
+if __name__ == "__main__":
+    test_student()
+    test_welch()
+    print("Ok.")
\ No newline at end of file
diff --git a/tests/queries/0_stateless/01322_ttest_scipy.reference b/tests/queries/0_stateless/01322_ttest_scipy.reference
new file mode 100644
index 00000000000..587579af915
--- /dev/null
+++ b/tests/queries/0_stateless/01322_ttest_scipy.reference
@@ -0,0 +1 @@
+Ok.
diff --git a/tests/queries/0_stateless/01322_ttest_scipy.sh b/tests/queries/0_stateless/01322_ttest_scipy.sh
new file mode 100755
index 00000000000..31c1acf3e60
--- /dev/null
+++ b/tests/queries/0_stateless/01322_ttest_scipy.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+# We should have correct env vars from shell_config.sh to run this test
+
+python3 "$CURDIR"/01322_ttest_scipy.python
diff --git a/tests/queries/0_stateless/01322_welch_ttest.reference b/tests/queries/0_stateless/01322_welch_ttest.reference
new file mode 100644
index 00000000000..d06853a0a5e
--- /dev/null
+++ b/tests/queries/0_stateless/01322_welch_ttest.reference
@@ -0,0 +1,10 @@
+0.021378001462867
+0.0213780014628671
+0.090773324285671
+0.0907733242891952
+0.00339907162713746
+0.0033990715715539
+-0.5028215369186904	0.6152361677168877
+-0.5028215369187079	0.6152361677170834
+14.971190998235835	5.898143508382202e-44
+14.971190998235837	0
diff --git a/tests/queries/0_stateless/01322_welch_ttest.sql b/tests/queries/0_stateless/01322_welch_ttest.sql
new file mode 100644
index 00000000000..cce65c28bd8
--- /dev/null
+++ b/tests/queries/0_stateless/01322_welch_ttest.sql
@@ -0,0 +1,37 @@
+/*Check only p-value first*/
+DROP TABLE IF EXISTS welch_ttest;
+CREATE TABLE welch_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO welch_ttest VALUES (27.5,27.1), (21.0,22.0), (19.0,20.8), (23.6,23.4), (17.0,23.4), (17.9,23.5), (16.9,25.8), (20.1,22.0), (21.9,24.8), (22.6,20.2), (23.1,21.9), (19.6,22.1), (19.0,22.9), (21.7,20.5), (21.4,24.4);
+SELECT '0.021378001462867';
+SELECT roundBankers(welchTTest(left, right).2, 16) from welch_ttest;
+DROP TABLE IF EXISTS welch_ttest;
+
+CREATE TABLE welch_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO welch_ttest VALUES (30.02,29.89), (29.99,29.93), (30.11,29.72), (29.97,29.98), (30.01,30.02), (29.99,29.98);
+SELECT '0.090773324285671';
+SELECT roundBankers(welchTTest(left, right).2, 16) from welch_ttest;
+DROP TABLE IF EXISTS welch_ttest;
+
+CREATE TABLE welch_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO welch_ttest VALUES (0.010268,0.159258), (0.000167,0.136278), (0.000167,0.122389);
+SELECT '0.00339907162713746';
+SELECT roundBankers(welchTTest(left, right).2, 16) from welch_ttest;
+DROP TABLE IF EXISTS welch_ttest;
+
+/*Check t-stat and p-value and compare it with scipy.stat implementation
+  First: a=10, sigma (not sigma^2)=5, size=500
+  Second: a=10, sigma = 10, size = 500 */
+CREATE TABLE welch_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO welch_ttest VALUES (14.72789,-8.65656), (9.61661,22.98234), (13.57615,23.80821), (3.98392,13.33939), (11.98889,-4.05537), (10.99422,23.5155), (5.44792,-6.45272), (20.29346,17.7903), (7.05926,11.463), (9.22732,5.28021), (12.06847,8.39157), (13.52612,6.02464), (8.24597,14.43732), (9.35245,15.76584), (10.12297,1.54391), (15.80624,1.24897), (13.68613,27.1507), (10.72729,7.71091), (5.62078,15.71846), (6.12229,32.97808), (6.03801,-1.79334), (8.95585,-9.23439), (24.04613,11.27838), (9.04757,0.72703), (2.68263,18.51557), (15.43935,9.16619), (2.89423,17.29624), (4.01423,-1.30208), (4.30568,-3.48018), (11.99948,10.12082), (8.40574,-8.01318), (10.86642,-14.22264), (9.4266,16.58174), (-8.12752,-0.55975), (7.91634,5.61449), (7.3967,1.44626), (2.26431,7.89158), (14.20118,1.13369), (6.68233,-0.82609), (15.46221,12.23365), (7.88467,12.45443), (11.20011,14.46915), (8.92027,13.72627), (10.27926,18.41459), (5.14395,29.66702), (5.62178,1.51619), (12.84383,10.40078), (9.98009,3.33266), (-0.69789,6.12036), (11.41386,11.86553), (7.76863,6.59422), (7.21743,22.0948), (1.81176,1.79623), (9.43762,14.29513), (19.22117,19.69162), (2.97128,-7.98033), (14.32851,5.48433), (7.54959,-2.28474), (3.81545,9.91876), (10.1281,10.64097), (2.48596,0.22523), (10.0461,17.01773), (3.59714,22.37388), (9.73522,14.04215), (18.8077,23.1244), (3.15148,18.96958), (12.26062,8.42663), (5.66707,3.7165), (6.58623,14.29366), (17.30902,23.50886), (9.91391,26.33722), (5.36946,26.72396), (15.73637,13.26287), (16.96281,12.97607), (11.54063,17.41838), (18.37358,8.63875), (11.38255,17.08943), (10.53256,23.15356), (8.08833,-4.4965), (16.27556,7.58895), (2.42969,26.04074), (9.56127,6.84245), (7.32998,20.56287), (9.19511,3.84735), (9.66903,-2.76304), (4.15029,13.1615), (8.83511,8.21954), (14.60617,-3.49943), (14.06143,22.12419), (5.39556,7.08323), (10.11871,16.12937), (10.56619,-0.32672), (14.4462,16.5942), (10.42106,7.68977), (7.75551,11.39484), (11.00418,-5.11987), (4.47226,20.87404), (16.35461,8.01007), (18.55174,3.26497), (11.82044,5.61253), (7.39454,20.69182), (11.27767,0.0296), (6.83827,21.904), (7.76858,22.46572), (15.97614,3.63685), (14.53781,-5.10846), (12.99546,14.86389), (16.91151,5.47188), (9.65012,18.44095), (14.25487,16.71368), (14.03618,6.36704), (2.57382,8.82663), (2.50779,14.6727), (14.24787,7.98383), (13.34666,2.65568), (7.31102,21.45827), (10.22981,11.77948), (17.4435,4.71979), (21.2074,3.17951), (6.64191,13.90226), (18.7086,15.50578), (14.78686,10.8026), (9.85287,16.91369), (4.48263,9.90552), (14.17469,13.87322), (14.4342,4.12366), (19.2481,-3.78985), (3.47165,1.7599), (8.28712,3.43715), (8.81657,-3.45246), (0.92319,23.64571), (20.41106,-4.96877), (6.76127,3.93514), (22.00242,1.49914), (8.66129,12.71519), (10.9929,5.11521), (17.95494,4.79872), (17.20996,20.89391), (12.18888,5.363), (12.14257,8.02765), (15.81243,14.30804), (4.43362,11.49002), (1.17567,14.25281), (15.60881,7.6573), (9.34833,15.49686), (6.33513,3.29327), (-0.83095,2.27236), (12.43268,12.58104), (6.63207,19.19128), (11.96877,15.25901), (14.81029,6.5221), (21.84876,10.10965), (3.75896,12.75249), (6.91307,16.50977), (13.73015,-8.6697), (8.63753,8.28553), (15.71679,1.44315), (1.74565,4.65869), (9.16895,0.98149), (5.70685,0.16623), (5.00117,17.66332), (13.06888,4.35346), (7.51204,6.52742), (15.34885,-1.06631), (5.20264,-5.28454), (8.59043,14.25583), (6.45619,8.74058), (14.61979,1.89553), (11.7075,-0.92959), (14.04901,10.30289), (4.20525,-6.3744), (15.1733,-8.1706), (3.12934,10.95369), (8.08049,4.94384), (15.41273,28.40568), (16.90751,3.7004), (5.86893,2.52363), (7.1086,4.07997), (4.418,7.8849), (12.0614,17.95409), (7.07887,16.67021), (3.61585,11.34377), (11.73001,-0.07446), (10.80449,22.00223), (8.40311,3.31778), (9.91276,18.50719), (16.4164,-3.58655), (5.25034,6.5394), (15.20283,12.40459), (10.42909,16.59866), (9.53888,7.54176), (14.68939,-1.51044), (6.60007,12.69758), (18.31058,2.9842), (7.01885,2.49187), (18.71631,2.04113), (10.50002,-2.46544), (10.7517,15.18368), (4.23224,-0.04058), (2.28924,-0.4127), (8.56059,10.5526), (8.25095,12.03982), (9.15673,12.10923), (13.28409,11.54954), (8.4513,-1.18613), (2.83911,11.30984), (2.79676,23.54105), (9.11055,10.67321), (7.18529,24.09196), (-4.1258,7.5008), (5.28306,12.52233), (6.82757,4.30673), (10.89035,9.35793), (5.24822,4.44472), (11.935,-7.00679), (6.45675,8.56241), (10.18088,23.73891), (4.9932,15.62708), (18.09939,16.09205), (8.11738,12.52074), (5.37883,14.58927), (10.50339,-4.80187), (16.64093,8.47964), (14.77263,7.75477), (13.71385,12.6893), (6.98746,7.14147), (10.74635,12.12654), (5.49432,12.32334), (13.46078,7.98909), (10.67565,3.26652), (9.0291,20.53684), (11.51417,32.3369), (13.07118,19.74911), (9.5049,-4.62897), (8.50611,8.26483), (6.47606,20.88451), (13.06526,-2.12982), (19.08658,25.61459), (9.49741,5.32091), (10.60865,-4.1196), (2.28996,7.57937), (8.12846,21.15847), (5.62241,6.46355), (4.07712,7.74846), (17.98526,19.62636), (9.466,28.34629), (11.38904,26.73919), (5.91826,20.40427), (1.52059,3.03378), (18.79161,10.2537), (18.20669,7.47745), (-1.67829,10.79184), (18.01586,3.91962), (16.31577,19.97973), (7.88281,18.87711), (8.46179,12.56157), (10.31113,11.46033), (14.88377,3.78661), (1.31835,-9.45748), (2.53176,12.06033), (9.48625,-0.74615), (3.97936,13.2815), (11.52319,24.78052), (13.24178,5.83337), (7.58739,17.4111), (10.00959,19.70331), (9.73361,11.78446), (8.35716,-1.366), (1.65491,1.37458), (11.11521,16.31483), (6.08355,32.63464), (10.04582,-3.79736), (11.58237,19.17984), (16.40249,-0.27705), (1.9691,-3.69456), (13.22776,28.38058), (2.67059,-1.36876), (9.83651,-25.63301), (2.12539,3.58644), (9.27114,-6.85667), (9.0699,13.42225), (2.78179,12.04671), (12.49311,28.99468), (12.97662,7.87662), (15.06359,2.61119), (16.91565,-3.56022), (5.92011,1.50022), (5.81304,14.55836), (8.46425,9.35831), (9.48705,16.9366), (4.68191,29.23126), (5.70028,15.31386), (-0.78798,13.46112), (10.03442,7.39667), (15.45433,11.15599), (9.43845,9.80499), (3.05825,22.64923), (6.92126,8.67693), (14.05905,18.67335), (19.71579,-3.19127), (15.0131,22.94716), (4.50386,17.86834), (1.31061,16.98267), (10.81197,15.91653), (14.32942,11.79718), (9.26469,18.50208), (7.27679,8.90755), (22.69295,10.44843), (12.03763,4.67433), (7.34876,6.82287), (16.60689,10.82228), (7.48786,-4.18631), (15.78602,20.3872), (17.21048,11.84735), (13.93482,21.25376), (9.69911,10.55032), (12.24315,12.19023), (10.58131,0.63369), (19.57006,7.92381), (9.8856,17.90933), (11.70302,15.30781), (7.89864,10.01877), (12.24831,0.88744), (16.93707,22.20967), (9.65467,-4.23117), (4.221,21.50819), (15.45229,11.27421), (12.83088,-16.23179), (7.58313,33.43085), (12.895,5.15093), (10.02471,1.34505), (13.36059,6.027), (5.07864,-10.43035), (9.72017,27.45998), (11.05809,19.24886), (15.28528,-4.44761), (13.99834,5.453), (19.26989,12.73758), (9.41846,11.2897), (11.65425,31.032), (8.49638,7.39168), (6.38592,11.95245), (-4.69837,26.279), (12.22061,-1.0255), (9.41331,10.36675), (13.2075,11.58439), (12.97005,27.8405), (11.44352,13.1707), (9.79805,31.39133), (6.93116,27.08301), (10.07691,-2.14368), (22.05892,4.08476), (7.80353,21.5573), (-2.17276,16.69822), (0.61509,7.69955), (8.35842,8.32793), (17.77108,6.49235), (14.70841,-7.3284), (1.27992,10.58264), (15.62699,-6.17006), (9.32914,34.55782), (15.41866,10.93221), (10.82009,44.24299), (3.29902,14.6224), (9.21998,-7.42798), (7.93845,15.52351), (10.33344,11.33982), (12.06399,10.46716), (5.5308,13.0986), (8.38727,-4.25988), (18.11104,9.55316), (8.86565,0.75489), (19.41825,25.99212), (9.52376,-0.81401), (3.94552,3.49551), (9.37587,22.99402), (15.44954,10.99628), (15.90527,23.70223), (13.18927,2.71482), (7.01646,22.82309), (9.06005,31.25686), (9.06431,4.86318), (5.76006,-1.06476), (9.18705,15.10298), (-3.48446,-0.61015), (15.89817,17.81246), (12.94719,-1.55788), (23.69426,18.09709), (17.47755,9.11271), (15.61528,9.94682), (0.54832,-7.33194), (14.32916,-4.67293), (9.55305,21.81717), (13.79891,7.16318), (0.82544,13.25649), (13.34875,13.88776), (9.07614,4.95793), (5.19621,17.65303), (2.1451,14.47382), (9.87726,13.19373), (8.45439,31.86093), (-1.41842,5.73161), (7.93598,10.96492), (11.23151,6.97951), (17.84458,1.75136), (7.02237,10.96144), (10.7842,15.08137), (4.42832,9.95311), (4.45044,7.07729), (1.50938,3.08148), (21.21651,22.37954), (6.2097,8.51951), (6.84354,2.88746), (18.53804,26.73509), (12.01072,-2.88939), (4.8345,-2.82367), (20.41587,-0.35783), (14.48353,14.22076), (8.71116,11.50295), (12.42818,7.10171), (14.89244,8.28488), (8.03033,0.54178), (5.25917,13.8022), (2.30092,15.62157), (10.22504,10.79173), (15.37573,28.18946), (7.13666,30.43524), (4.45018,2.54914), (10.18405,9.89421), (3.91025,13.08631), (14.52304,4.68761), (13.14771,5.61516), (11.99219,22.88072), (9.21345,7.4735), (8.85106,11.27382), (12.91887,2.39559), (15.62308,-3.31889), (11.88034,9.61957), (15.12097,23.01381), (11.58168,-1.23467), (16.83051,9.07691), (5.25405,15.78056), (2.19976,12.28421), (4.56716,9.44888), (16.46053,13.16928), (5.61995,4.33357), (8.67704,2.21737), (5.62789,33.17833), (9.84815,13.25407), (13.05834,-2.47961), (11.74205,6.41401), (3.88393,18.8439), (16.15321,-4.63375), (4.83925,-8.2909), (13.00334,12.18221), (4.4028,-2.95356), (4.35794,19.61659), (4.47478,12.45056), (2.38713,-4.17198), (4.25235,21.9641), (10.87509,11.96416), (9.82411,12.74573), (13.61518,10.47873), (10.25507,12.73295), (4.0335,11.31373), (10.69881,9.9827), (5.70321,5.87138), (6.96244,4.24372), (9.35874,-23.72256), (6.28076,28.41337), (8.29015,4.88103), (6.88653,3.61902), (7.70687,8.93586), (8.2001,16.40759), (6.73415,27.84494), (3.82052,5.6001), (3.94469,14.51379), (15.82384,13.5576), (2.54004,12.92213), (10.74876,3.90686), (12.60517,17.07104), (17.7024,15.84268), (4.6722,17.38777), (13.67341,16.54766), (6.4565,5.94487), (12.95699,17.02804), (4.56912,7.66386), (5.58464,10.43088), (4.0638,6.16059), (13.05559,20.46178), (5.38269,20.02888), (0.16354,20.95949), (7.23962,6.50808), (7.38577,7.22366), (8.50951,8.06659), (13.72574,16.08241), (17.80421,13.83514), (3.01135,-0.33454), (8.02608,12.98848), (14.23847,12.99024);
+SELECT '-0.5028215369186904', '0.6152361677168877';
+SELECT roundBankers(welchTTest(left, right).1, 16) as t_stat, roundBankers(welchTTest(left, right).2, 16) as p_value from welch_ttest;
+DROP TABLE IF EXISTS welch_ttest;
+
+/*Check t-stat and p-value and compare it with scipy.stat implementation
+  First: a=10, sigma (not sigma^2)=5, size=500
+  Second: a=1, sigma = 12, size = 500 */
+CREATE TABLE welch_ttest (left Float64, right Float64) ENGINE = Memory;
+INSERT INTO welch_ttest VALUES (4.82025,-2.69857), (6.13896,15.80943), (15.20277,7.31555), (14.15351,3.96517), (7.21338,4.77809), (8.55506,9.6472), (13.80816,-26.41717), (11.28411,-10.85635), (7.4612,-1.4376), (7.43759,-0.96308), (12.9832,2.84315), (-5.74783,5.79467), (12.47114,-3.06091), (15.14223,-14.62902), (3.40603,22.08022), (9.27323,-2.11982), (7.88547,-4.84824), (8.56456,-10.50447), (4.59731,2.4891), (7.91213,9.90324), (7.33894,-22.66866), (21.74811,-0.97103), (11.92111,-16.57608), (0.18828,-3.78749), (10.47314,25.84511), (20.37396,5.30797), (11.04991,-18.19466), (13.30083,11.72708), (14.28065,0.2891), (2.86942,-9.83474), (24.96072,6.69942), (14.20164,18.09604), (18.28769,18.52651), (10.50949,1.38201), (9.22273,7.64615), (11.77608,17.66598), (8.56872,-2.44141), (13.74535,-9.01598), (11.65209,27.69142), (12.51894,4.06946), (17.76256,-15.0077), (13.52122,-10.49648), (8.70796,-4.88322), (6.04749,-25.09805), (16.33064,-4.64024), (8.35636,20.94434), (14.03496,24.12126), (11.05834,-14.10962), (14.49261,10.6512), (2.59383,14.50687), (8.01022,-19.88081), (4.05458,-11.55271), (13.26384,13.16921), (14.62058,16.63864), (10.52489,-24.08114), (8.46357,-9.09949), (6.4147,-10.54702), (9.70071,0.20813), (12.47581,8.19066), (4.38333,-2.70523), (17.54172,-0.23954), (10.12109,7.19398), (7.73186,-7.1618), (14.0279,-7.44322), (11.6621,-17.92031), (17.47045,-1.58146), (15.50223,9.18338), (15.46034,3.25838), (13.39964,-14.30234), (14.98025,1.84695), (15.87912,31.13794), (17.67374,-0.85067), (9.64073,19.02787), (12.84904,-3.09594), (7.70278,13.45584), (13.03156,-5.48104), (9.04512,-22.74928), (15.97014,-8.03697), (8.96389,17.31143), (11.48009,-16.65231), (9.71153,-18.58713), (13.00084,-16.52641), (12.39803,14.95261), (13.08188,12.56762), (5.82244,15.00188), (10.81871,1.85858), (8.2539,2.1926), (7.52114,-2.4095), (9.11488,21.56873), (8.37482,3.35509), (14.48652,-4.98672), (11.42152,35.08603), (16.03111,-10.01602), (13.14057,-3.85153), (-2.26351,-6.81974), (15.50394,19.56525), (14.88603,-9.35488), (13.37257,0.24268), (11.84026,-3.51488), (7.66558,-0.37066), (6.24584,24.20888), (3.6312,-11.73537), (2.7018,0.01282), (5.63656,0.03963), (5.82643,-9.65589), (10.06745,-0.37429), (-0.5831,5.61255), (14.84202,0.49984), (9.5524,-10.15066), (19.71713,-14.54314), (14.23109,16.56889), (8.69105,-7.73873), (5.33742,-3.76422), (7.30372,1.40722), (7.93342,2.28818), (15.20884,-13.12643), (7.53839,5.17082), (13.45311,4.79089), (11.04473,-17.42643), (10.76673,8.72548), (15.44145,-3.70285), (14.06596,16.77893), (9.14873,13.382), (12.88372,19.98418), (8.74994,0.00483), (10.53263,-4.75951), (16.16694,2.35391), (8.37197,21.65809), (3.43739,-9.2714), (4.72799,-18.38253), (9.08802,7.23097), (11.2531,14.97927), (5.16115,-4.02197), (10.20895,-29.8189), (18.70884,-12.8554), (15.88924,-7.60124), (3.38758,-14.90158), (6.46449,-3.31486), (10.21088,31.38144), (14.08458,-8.61288), (15.74508,15.31895), (19.31896,-10.19488), (13.19641,13.796), (11.95409,-0.32912), (10.70718,-0.0684), (1.05245,-30.06834), (10.04772,24.93912), (17.01369,-3.26506), (10.2286,-8.29751), (19.58323,-5.39189), (7.02892,-25.08603), (4.16866,-1.45318), (8.94326,16.72724), (4.99854,-3.38467), (8.88352,-26.00478), (18.65422,7.28369), (17.32328,16.96226), (9.33492,16.5858), (14.94788,10.46583), (8.05863,3.84345), (14.6737,-2.99382), (10.93801,1.42078), (0.54036,-11.0123), (-0.34242,2.09909), (5.89076,1.21064), (3.15189,15.36079), (1.94421,-21.61349), (6.38698,22.7726), (10.50654,10.50512), (8.95362,-6.95825), (6.23711,9.20036), (11.75359,15.66902), (12.42155,3.28098), (-1.55472,-9.05692), (4.6688,0.32882), (10.48087,-1.64934), (11.74615,-4.81406), (9.26822,-5.06006), (7.55517,19.97493), (12.76005,2.88646), (16.47102,-0.34552), (11.31297,7.55186), (14.37437,-22.96115), (2.38799,31.29166), (6.44577,6.18798), (5.07471,-2.52715), (11.55123,-11.58799), (7.76795,14.13596), (10.60116,13.45069), (14.40885,12.15179), (11.58158,3.44491), (8.81648,-8.78006), (12.92299,18.32087), (11.26939,11.91757), (17.95014,-2.00179), (2.95002,10.88411), (17.41959,9.09327), (11.12455,6.62484), (8.78541,8.87178), (14.36413,11.52254), (12.98554,-14.15988), (12.58505,-17.19515), (15.49789,14.03089), (11.70999,-2.4095), (0.65596,-16.83575), (11.08202,2.71469), (14.75752,4.84351), (6.84385,-1.17651), (9.27245,-3.37529), (13.78243,-19.92137), (17.4863,4.48952), (4.01777,-12.4906), (11.82861,-5.65277), (13.86551,8.50819), (6.16591,-19.61261), (8.71589,12.54156), (16.77195,11.06784), (17.23243,-12.59285), (-2.12941,3.43683), (5.66629,-3.00325), (12.45153,12.49082), (1.63971,7.20955), (13.84031,17.6547), (4.6144,15.8619), (5.26169,24.3048), (9.27769,-8.05434), (9.14288,-6.06901), (9.71953,-15.69515), (9.38446,-11.13917), (1.64788,-3.90757), (11.72922,-2.57038), (13.68926,5.14065), (9.42952,17.8497), (12.05574,-8.64665), (9.09148,-18.68331), (5.32273,5.8567), (20.25258,-20.93884), (10.14599,4.40583), (10.82156,14.35985), (5.75736,4.18134), (7.13567,4.3635), (9.29746,9.35428), (5.1618,2.8908), (10.076,16.01017), (21.65669,-1.48499), (13.35486,-9.97949), (6.79957,1.03055), (8.76243,-2.79697), (14.59294,6.85977), (16.90609,4.73213), (10.50337,2.7815), (-0.07923,-2.46866), (13.51648,18.39425), (12.0676,-0.80378), (0.86482,-0.22982), (9.03563,-16.11608), (5.38751,3.0862), (17.16866,3.20779), (2.78702,10.50146), (11.15548,-0.21305), (12.30843,11.21012), (8.04897,-0.99825), (9.95814,18.39633), (11.29308,-3.39003), (14.13032,-0.64411), (21.05877,-1.39932), (3.57386,15.45319), (7.96631,-0.66044), (3.30484,-15.2223), (18.61856,-34.39907), (16.35184,-3.57836), (7.65236,16.82828), (18.02895,1.66624), (9.79458,15.43475), (16.7274,8.17776), (8.84453,5.50486), (13.05709,10.43082), (10.91447,-6.63332), (8.40171,2.28008), (16.95211,16.37203), (11.82194,5.16313), (19.87978,-8.85281), (12.88455,13.26692), (-0.00947,-7.46842), (12.28109,8.43091), (6.96462,-13.18172), (13.75282,-0.72401), (14.39141,22.3881), (11.07193,10.65448), (12.88039,2.81289), (11.38253,10.92405), (21.02707,-8.95358), (7.51955,19.80653), (6.31984,-12.86527), (15.6543,5.38826), (14.80315,-6.83501), (8.38024,-15.7647), (21.7516,-27.67412), (14.31336,8.6499), (15.04703,-4.89542), (5.73787,16.76167), (13.16911,12.84284), (12.40695,-17.27324), (9.88968,-4.18726), (8.46703,-14.62366), (8.70637,-5.49863), (8.03551,-16.22846), (5.9757,10.60329), (12.22951,6.46781), (3.14736,1.70458), (10.51266,10.77448), (18.593,0.8463), (10.82213,13.0482), (7.14216,-4.36264), (6.81154,3.22647), (-0.6486,2.38828), (20.56136,6.7946), (11.35367,-0.25254), (11.38205,1.2497), (17.14,1.6544), (14.91215,4.1019), (15.50207,11.27839), (5.93162,-5.04127), (3.74869,18.11674), (14.11532,0.51231), (7.38954,-0.51029), (5.45764,13.52556), (18.33733,16.10171), (9.91923,5.68197), (2.38991,-2.85904), (14.16756,-8.89167), (2.39791,6.24489), (6.92586,10.85319), (5.32474,-0.39816), (2.28812,3.87079), (5.71718,-3.1867), (5.84197,1.55322), (2.76206,16.86779), (19.05928,-14.60321), (11.51788,-1.81952), (6.56648,-3.11624), (3.35735,1.24193), (7.55948,10.18179), (19.99908,4.69796), (13.00634,0.69032), (18.36886,11.7723), (11.14675,7.62896), (16.72931,9.89741), (12.50106,9.11484), (6.00605,-3.84676), (23.06653,-0.4777), (5.39694,0.95958), (9.53167,-7.95056), (12.76944,-10.97474), (7.20604,-6.54861), (13.25391,34.74933), (13.7341,27.39463), (10.85292,4.18299), (-7.75835,6.02476), (10.29728,-1.99397), (13.70099,1.26478), (10.17959,23.37106), (9.98399,10.49682), (12.69389,-11.04354), (-0.28848,-12.22284), (-2.18319,-9.87635), (13.36378,28.90511), (10.09232,6.77613), (5.49489,0.55352), (5.46156,0.37031), (0.94225,7.1418), (12.79205,3.24897), (10.09593,-1.60918), (6.06218,3.1675), (0.89463,-17.97072), (11.88986,-5.61743), (10.79733,14.1422), (1.51371,14.87695), (2.20967,-4.65961), (15.45732,-0.99174), (16.5262,-2.96623), (5.99724,-9.02263), (8.3613,-17.2088), (15.68183,2.78608), (15.32117,6.74239), (14.15674,4.8524), (6.64553,7.46731), (4.20777,1.04894), (-0.10521,-12.8023), (-0.88169,-17.18188), (1.85913,-5.08801), (9.73673,22.13942), (0.30926,-0.36384), (6.17559,17.80564), (11.76602,7.67504), (5.68385,1.59779), (14.57088,4.10942), (12.81509,0.61074), (9.85682,-14.40767), (12.06376,10.59906), (6.08874,16.57017), (11.63921,-15.17526), (14.86722,-6.98549), (10.41035,-0.64548), (2.93794,3.23756), (12.21841,14.65504), (0.23804,4.583), (3.14845,12.72378), (7.29748,5.26547), (3.06134,0.81781), (13.77684,9.38273), (16.21992,10.37636), (5.33511,10.70325), (9.68959,-0.83043), (9.44169,-7.53149), (18.08012,-9.09147), (4.04224,-19.51381), (8.77918,-28.44508), (10.18324,6.44392), (9.38914,11.10201), (11.76995,-2.86184), (14.19963,8.30673), (6.88817,8.8797), (16.56123,10.68053), (15.39885,15.62919), (5.21241,8.00579), (4.44408,6.4651), (17.87587,-4.50029), (12.53337,18.04514), (13.60916,11.12996), (6.60104,-5.14007), (7.35453,9.43857), (18.61572,3.13476), (6.10437,4.9772), (13.08682,-17.45782), (12.15404,0.05552), (4.90789,-1.90283), (2.13353,2.67908), (12.49593,-2.62243), (11.93056,-3.22767), (13.29408,-8.70222), (5.70038,-23.11605), (8.40271,21.6757), (5.19456,12.70076), (-5.51028,4.4322), (14.0329,11.69344), (10.38365,9.18052), (6.56812,-2.2549), (4.21129,-2.15615), (9.7157,20.29765), (9.88553,-0.29536), (13.45346,15.50109), (4.97752,8.79187), (12.77595,5.11533), (8.56465,-20.44436), (4.27703,-3.00909), (18.12502,-4.48291), (12.45735,21.84462), (12.42912,1.94225), (12.08125,-2.81908), (10.85779,17.19418), (4.36013,-9.33528), (11.85062,-0.17346), (8.47776,0.03958), (9.60822,-35.17786), (11.3069,8.36887), (14.25525,-9.02292), (1.55168,-10.98804), (14.57782,0.29335), (7.84786,4.29634), (9.87774,3.87718), (14.75575,-9.08532), (3.68774,7.13922), (9.37667,-7.62463), (20.28676,-10.5666), (12.10027,4.68165), (8.01819,-3.30172), (18.78158,13.04852), (20.85402,13.45616), (18.98069,2.41043), (16.1429,-0.36501), (9.24047,-15.67383), (14.12487,17.92217), (10.18841,8.42106), (-3.04478,3.22063), (5.7552,-7.31753), (9.30376,21.99596), (11.42837,-36.8273), (6.02364,-20.46391), (8.86984,5.74179), (10.91177,-15.83178), (10.04418,14.90454), (18.10774,-8.84645), (7.49384,3.72036), (9.11556,4.6877), (9.7051,16.35418), (5.23268,3.15441), (9.04647,2.39907), (8.81547,-17.58664), (2.65098,-13.18269);
+SELECT '14.971190998235835', '5.898143508382202e-44';
+SELECT roundBankers(welchTTest(left, right).1, 16) as t_stat, roundBankers(welchTTest(left, right).2, 16) as p_value from welch_ttest;
+DROP TABLE IF EXISTS welch_ttest;
diff --git a/tests/queries/0_stateless/01323_redundant_functions_in_order_by.sql b/tests/queries/0_stateless/01323_redundant_functions_in_order_by.sql
index 89ee996c835..c810567f73a 100644
--- a/tests/queries/0_stateless/01323_redundant_functions_in_order_by.sql
+++ b/tests/queries/0_stateless/01323_redundant_functions_in_order_by.sql
@@ -3,7 +3,6 @@ DROP TABLE IF EXISTS test;
 CREATE TABLE test (key UInt64, a UInt8, b String, c Float64) ENGINE = MergeTree() ORDER BY key;
 INSERT INTO test SELECT number, number, toString(number), number from numbers(4);
 
-set enable_debug_queries = 1;
 set optimize_redundant_functions_in_order_by = 1;
 
 SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(x));
@@ -12,12 +11,12 @@ SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY exp(x), x
 SELECT * FROM (SELECT number + 2 AS key FROM numbers(4)) s FULL JOIN test t USING(key) ORDER BY s.key, t.key;
 SELECT key, a FROM test ORDER BY key, a, exp(key + a);
 SELECT key, a FROM test ORDER BY key, exp(key + a);
-analyze SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(x));
-analyze SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(exp(x)));
-analyze SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY exp(x), x);
-analyze SELECT * FROM (SELECT number + 2 AS key FROM numbers(4)) s FULL JOIN test t USING(key) ORDER BY s.key, t.key;
-analyze SELECT key, a FROM test ORDER BY key, a, exp(key + a);
-analyze SELECT key, a FROM test ORDER BY key, exp(key + a);
+EXPLAIN SYNTAX SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(x));
+EXPLAIN SYNTAX SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(exp(x)));
+EXPLAIN SYNTAX SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY exp(x), x);
+EXPLAIN SYNTAX SELECT * FROM (SELECT number + 2 AS key FROM numbers(4)) s FULL JOIN test t USING(key) ORDER BY s.key, t.key;
+EXPLAIN SYNTAX SELECT key, a FROM test ORDER BY key, a, exp(key + a);
+EXPLAIN SYNTAX SELECT key, a FROM test ORDER BY key, exp(key + a);
 
 set optimize_redundant_functions_in_order_by = 0;
 
@@ -27,11 +26,11 @@ SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY exp(x), x
 SELECT * FROM (SELECT number + 2 AS key FROM numbers(4)) s FULL JOIN test t USING(key) ORDER BY s.key, t.key;
 SELECT key, a FROM test ORDER BY key, a, exp(key + a);
 SELECT key, a FROM test ORDER BY key, exp(key + a);
-analyze SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(x));
-analyze SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(exp(x)));
-analyze SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY exp(x), x);
-analyze SELECT * FROM (SELECT number + 2 AS key FROM numbers(4)) s FULL JOIN test t USING(key) ORDER BY s.key, t.key;
-analyze SELECT key, a FROM test ORDER BY key, a, exp(key + a);
-analyze SELECT key, a FROM test ORDER BY key, exp(key + a);
+EXPLAIN SYNTAX SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(x));
+EXPLAIN SYNTAX SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY x, exp(exp(x)));
+EXPLAIN SYNTAX SELECT groupArray(x) from (SELECT number as x FROM numbers(3) ORDER BY exp(x), x);
+EXPLAIN SYNTAX SELECT * FROM (SELECT number + 2 AS key FROM numbers(4)) s FULL JOIN test t USING(key) ORDER BY s.key, t.key;
+EXPLAIN SYNTAX SELECT key, a FROM test ORDER BY key, a, exp(key + a);
+EXPLAIN SYNTAX SELECT key, a FROM test ORDER BY key, exp(key + a);
 
 DROP TABLE test;
diff --git a/tests/queries/0_stateless/01324_if_transform_strings_to_enum.sql b/tests/queries/0_stateless/01324_if_transform_strings_to_enum.sql
index e1c38393231..dcb082c650a 100644
--- a/tests/queries/0_stateless/01324_if_transform_strings_to_enum.sql
+++ b/tests/queries/0_stateless/01324_if_transform_strings_to_enum.sql
@@ -1,14 +1,13 @@
 set optimize_if_transform_strings_to_enum = 1;
-set enable_debug_queries = 1;
 
 SELECT transform(number, [2, 4, 6], ['google', 'yandex', 'yahoo'], 'other') FROM system.numbers LIMIT 10;
-analyze SELECT transform(number, [2, 4, 6], ['google', 'yandex', 'yahoo'], 'other') FROM system.numbers LIMIT 10;
+EXPLAIN SYNTAX SELECT transform(number, [2, 4, 6], ['google', 'yandex', 'yahoo'], 'other') FROM system.numbers LIMIT 10;
 SELECT number > 5 ? 'yandex' : 'google' FROM system.numbers LIMIT 10;
-analyze SELECT number > 5 ? 'yandex' : 'google' FROM system.numbers LIMIT 10;
+EXPLAIN SYNTAX SELECT number > 5 ? 'yandex' : 'google' FROM system.numbers LIMIT 10;
 
 set optimize_if_transform_strings_to_enum = 0;
 
 SELECT transform(number, [2, 4, 6], ['google', 'yandex', 'yahoo'], 'other') FROM system.numbers LIMIT 10;
-analyze SELECT transform(number, [2, 4, 6], ['google', 'yandex', 'yahoo'], 'other') FROM system.numbers LIMIT 10;
+EXPLAIN SYNTAX SELECT transform(number, [2, 4, 6], ['google', 'yandex', 'yahoo'], 'other') FROM system.numbers LIMIT 10;
 SELECT number > 5 ? 'yandex' : 'google' FROM system.numbers LIMIT 10;
-analyze SELECT number > 5 ? 'yandex' : 'google' FROM system.numbers LIMIT 10;
+EXPLAIN SYNTAX SELECT number > 5 ? 'yandex' : 'google' FROM system.numbers LIMIT 10;
diff --git a/tests/queries/0_stateless/01339_client_unrecognized_option.sh b/tests/queries/0_stateless/01339_client_unrecognized_option.sh
index 09e3a2b291f..13c286cd032 100755
--- a/tests/queries/0_stateless/01339_client_unrecognized_option.sh
+++ b/tests/queries/0_stateless/01339_client_unrecognized_option.sh
@@ -3,13 +3,13 @@
 CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_CLIENT xyzgarbage 2>&1 | grep -q "Code: 2003" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT xyzgarbage 2>&1 | grep -q "Code: 552" && echo 'OK' || echo 'FAIL'
 
 $CLICKHOUSE_CLIENT -xyzgarbage 2>&1 | grep -q "Bad arguments" && echo 'OK' || echo 'FAIL'
 
 $CLICKHOUSE_CLIENT --xyzgarbage 2>&1 | grep -q "Bad arguments" && echo 'OK' || echo 'FAIL'
 
-cat /etc/passwd | sed 's/:/\t/g' | $CLICKHOUSE_CLIENT --query="SELECT shell, count() AS c FROM passwd GROUP BY shell ORDER BY c DESC" --external --file=- --name=passwd --structure='login String, unused String, uid UInt16, gid UInt16, comment String, home String, shell String' xyzgarbage 2>&1 | grep -q "Code: 2003" && echo 'OK' || echo 'FAIL'
+cat /etc/passwd | sed 's/:/\t/g' | $CLICKHOUSE_CLIENT --query="SELECT shell, count() AS c FROM passwd GROUP BY shell ORDER BY c DESC" --external --file=- --name=passwd --structure='login String, unused String, uid UInt16, gid UInt16, comment String, home String, shell String' xyzgarbage 2>&1 | grep -q "Code: 552" && echo 'OK' || echo 'FAIL'
 
 cat /etc/passwd | sed 's/:/\t/g' | $CLICKHOUSE_CLIENT --query="SELECT shell, count() AS c FROM passwd GROUP BY shell ORDER BY c DESC" --external -xyzgarbage --file=- --name=passwd --structure='login String, unused String, uid UInt16, gid UInt16, comment String, home String, shell String' 2>&1 | grep -q "Bad arguments" && echo 'OK' || echo 'FAIL'
 
diff --git a/tests/queries/0_stateless/01372_wrong_order_by_removal.sql b/tests/queries/0_stateless/01372_wrong_order_by_removal.sql
index 93f3388676b..3ca5b63f310 100644
--- a/tests/queries/0_stateless/01372_wrong_order_by_removal.sql
+++ b/tests/queries/0_stateless/01372_wrong_order_by_removal.sql
@@ -5,7 +5,5 @@ CREATE TEMPORARY TABLE moving_sum_num
     `v` UInt64
 );
 
-SET enable_debug_queries = 1;
-
 -- ORDER BY from subquery shall not be removed.
-ANALYZE SELECT k, groupArrayMovingSum(v) FROM (SELECT * FROM moving_sum_num ORDER BY k, dt) GROUP BY k ORDER BY k;
+EXPLAIN SYNTAX SELECT k, groupArrayMovingSum(v) FROM (SELECT * FROM moving_sum_num ORDER BY k, dt) GROUP BY k ORDER BY k;
diff --git a/tests/queries/0_stateless/01390_remove_injective_in_uniq.sql b/tests/queries/0_stateless/01390_remove_injective_in_uniq.sql
index ea272262a01..7753a8faea3 100644
--- a/tests/queries/0_stateless/01390_remove_injective_in_uniq.sql
+++ b/tests/queries/0_stateless/01390_remove_injective_in_uniq.sql
@@ -1,47 +1,46 @@
-set enable_debug_queries = 1;
 set optimize_injective_functions_inside_uniq = 1;
 
-analyze select uniq(x), uniqExact(x), uniqHLL12(x), uniqCombined(x), uniqCombined64(x)
+EXPLAIN SYNTAX select uniq(x), uniqExact(x), uniqHLL12(x), uniqCombined(x), uniqCombined64(x)
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(x + y), uniqExact(x + y), uniqHLL12(x + y), uniqCombined(x + y), uniqCombined64(x + y)
+EXPLAIN SYNTAX select uniq(x + y), uniqExact(x + y), uniqHLL12(x + y), uniqCombined(x + y), uniqCombined64(x + y)
 from (select number % 2 as x, number % 3 y from numbers(10));
 
-analyze select uniq(-x), uniqExact(-x), uniqHLL12(-x), uniqCombined(-x), uniqCombined64(-x)
+EXPLAIN SYNTAX select uniq(-x), uniqExact(-x), uniqHLL12(-x), uniqCombined(-x), uniqCombined64(-x)
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(bitNot(x)), uniqExact(bitNot(x)), uniqHLL12(bitNot(x)), uniqCombined(bitNot(x)), uniqCombined64(bitNot(x))
+EXPLAIN SYNTAX select uniq(bitNot(x)), uniqExact(bitNot(x)), uniqHLL12(bitNot(x)), uniqCombined(bitNot(x)), uniqCombined64(bitNot(x))
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(bitNot(-x)), uniqExact(bitNot(-x)), uniqHLL12(bitNot(-x)), uniqCombined(bitNot(-x)), uniqCombined64(bitNot(-x))
+EXPLAIN SYNTAX select uniq(bitNot(-x)), uniqExact(bitNot(-x)), uniqHLL12(bitNot(-x)), uniqCombined(bitNot(-x)), uniqCombined64(bitNot(-x))
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(-bitNot(-x)), uniqExact(-bitNot(-x)), uniqHLL12(-bitNot(-x)), uniqCombined(-bitNot(-x)), uniqCombined64(-bitNot(-x))
+EXPLAIN SYNTAX select uniq(-bitNot(-x)), uniqExact(-bitNot(-x)), uniqHLL12(-bitNot(-x)), uniqCombined(-bitNot(-x)), uniqCombined64(-bitNot(-x))
 from (select number % 2 as x from numbers(10));
 
-analyze select count(distinct -bitNot(-x)) from (select number % 2 as x from numbers(10));
-analyze select uniq(concatAssumeInjective('x', 'y')) from numbers(10);
+EXPLAIN SYNTAX select count(distinct -bitNot(-x)) from (select number % 2 as x from numbers(10));
+EXPLAIN SYNTAX select uniq(concatAssumeInjective('x', 'y')) from numbers(10);
 
 
 set optimize_injective_functions_inside_uniq = 0;
 
-analyze select uniq(x), uniqExact(x), uniqHLL12(x), uniqCombined(x), uniqCombined64(x)
+EXPLAIN SYNTAX select uniq(x), uniqExact(x), uniqHLL12(x), uniqCombined(x), uniqCombined64(x)
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(x + y), uniqExact(x + y), uniqHLL12(x + y), uniqCombined(x + y), uniqCombined64(x + y)
+EXPLAIN SYNTAX select uniq(x + y), uniqExact(x + y), uniqHLL12(x + y), uniqCombined(x + y), uniqCombined64(x + y)
 from (select number % 2 as x, number % 3 y from numbers(10));
 
-analyze select uniq(-x), uniqExact(-x), uniqHLL12(-x), uniqCombined(-x), uniqCombined64(-x)
+EXPLAIN SYNTAX select uniq(-x), uniqExact(-x), uniqHLL12(-x), uniqCombined(-x), uniqCombined64(-x)
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(bitNot(x)), uniqExact(bitNot(x)), uniqHLL12(bitNot(x)), uniqCombined(bitNot(x)), uniqCombined64(bitNot(x))
+EXPLAIN SYNTAX select uniq(bitNot(x)), uniqExact(bitNot(x)), uniqHLL12(bitNot(x)), uniqCombined(bitNot(x)), uniqCombined64(bitNot(x))
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(bitNot(-x)), uniqExact(bitNot(-x)), uniqHLL12(bitNot(-x)), uniqCombined(bitNot(-x)), uniqCombined64(bitNot(-x))
+EXPLAIN SYNTAX select uniq(bitNot(-x)), uniqExact(bitNot(-x)), uniqHLL12(bitNot(-x)), uniqCombined(bitNot(-x)), uniqCombined64(bitNot(-x))
 from (select number % 2 as x from numbers(10));
 
-analyze select uniq(-bitNot(-x)), uniqExact(-bitNot(-x)), uniqHLL12(-bitNot(-x)), uniqCombined(-bitNot(-x)), uniqCombined64(-bitNot(-x))
+EXPLAIN SYNTAX select uniq(-bitNot(-x)), uniqExact(-bitNot(-x)), uniqHLL12(-bitNot(-x)), uniqCombined(-bitNot(-x)), uniqCombined64(-bitNot(-x))
 from (select number % 2 as x from numbers(10));
 
-analyze select count(distinct -bitNot(-x)) from (select number % 2 as x from numbers(10));
-analyze select uniq(concatAssumeInjective('x', 'y')) from numbers(10);
+EXPLAIN SYNTAX select count(distinct -bitNot(-x)) from (select number % 2 as x from numbers(10));
+EXPLAIN SYNTAX select uniq(concatAssumeInjective('x', 'y')) from numbers(10);
diff --git a/tests/queries/0_stateless/01442_date_time_with_params.reference b/tests/queries/0_stateless/01442_date_time_with_params.reference
index f55d095d164..94ffcffdd37 100644
--- a/tests/queries/0_stateless/01442_date_time_with_params.reference
+++ b/tests/queries/0_stateless/01442_date_time_with_params.reference
@@ -15,7 +15,7 @@
 2020-05-14 03:37:03.253	Nullable(DateTime64(3, \'UTC\'))
 2020-05-14 06:37:03.253	Nullable(DateTime64(3, \'Europe/Minsk\'))
 2020-05-14 03:37:03.253	Nullable(DateTime64(3, \'UTC\'))
-1970-01-01 03:00:00.000	DateTime64(3)
+1970-01-01 00:00:00.000	DateTime64(3, \'UTC\')
 2020-05-14 03:37:03.000	DateTime64(3, \'UTC\')
 2020-05-14 03:37:03.000	DateTime64(3, \'UTC\')
 2020-05-14 03:37:03.253	DateTime64(3, \'UTC\')
@@ -35,7 +35,7 @@
 2020-05-14 03:37:03	Nullable(DateTime(\'UTC\'))
 2020-05-14 06:37:03	Nullable(DateTime(\'Europe/Minsk\'))
 2020-05-14 03:37:03	Nullable(DateTime(\'UTC\'))
-1970-01-01 03:00:00	DateTime
+1970-01-01 00:00:00	DateTime(\'UTC\')
 2020-05-14 03:37:03	DateTime(\'UTC\')
 2020-05-14 03:37:03	DateTime(\'UTC\')
 2020-05-14 03:37:03	DateTime(\'UTC\')
diff --git a/tests/queries/0_stateless/01442_date_time_with_params.sql b/tests/queries/0_stateless/01442_date_time_with_params.sql
index 5ae7fe22699..2eefa47ba8c 100644
--- a/tests/queries/0_stateless/01442_date_time_with_params.sql
+++ b/tests/queries/0_stateless/01442_date_time_with_params.sql
@@ -12,7 +12,7 @@ SELECT CAST('2020-01-01 00:00:00', 'DateTime') AS a, toTypeName(a), CAST('2020-0
 
 SELECT toDateTime32('2020-01-01 00:00:00') AS a, toTypeName(a);
 
-SELECT parseDateTimeBestEffort('<Empty>', 3) AS a, toTypeName(a); -- {serverError 6}
+SELECT parseDateTimeBestEffort('<Empty>', 3) AS a, toTypeName(a); -- {serverError 41}
 SELECT parseDateTimeBestEffort('2020-05-14T03:37:03', 3, 'UTC') AS a, toTypeName(a);
 SELECT parseDateTimeBestEffort('2020-05-14 03:37:03', 3, 'UTC') AS a, toTypeName(a);
 SELECT parseDateTimeBestEffort('2020-05-14T03:37:03.253184', 3, 'UTC') AS a, toTypeName(a);
@@ -28,7 +28,7 @@ SELECT parseDateTimeBestEffortOrNull('2020-05-14T03:37:03.253184Z', 3, 'UTC') AS
 SELECT parseDateTimeBestEffortOrNull('2020-05-14T03:37:03.253184Z', 3, 'Europe/Minsk') AS a, toTypeName(a);
 SELECT parseDateTimeBestEffortOrNull(materialize('2020-05-14T03:37:03.253184Z'), 3, 'UTC') AS a, toTypeName(a);
 
-SELECT parseDateTimeBestEffortOrZero('<Empty>', 3) AS a, toTypeName(a);
+SELECT parseDateTimeBestEffortOrZero('<Empty>', 3, 'UTC') AS a, toTypeName(a);
 SELECT parseDateTimeBestEffortOrZero('2020-05-14T03:37:03', 3, 'UTC') AS a, toTypeName(a);
 SELECT parseDateTimeBestEffortOrZero('2020-05-14 03:37:03', 3, 'UTC') AS a, toTypeName(a);
 SELECT parseDateTimeBestEffortOrZero('2020-05-14T03:37:03.253184', 3, 'UTC') AS a, toTypeName(a);
@@ -37,7 +37,7 @@ SELECT parseDateTimeBestEffortOrZero('2020-05-14T03:37:03.253184Z', 3, 'Europe/M
 SELECT parseDateTimeBestEffortOrZero(materialize('2020-05-14T03:37:03.253184Z'), 3, 'UTC') AS a, toTypeName(a);
 
 
-SELECT parseDateTime32BestEffort('<Empty>') AS a, toTypeName(a); -- {serverError 6}
+SELECT parseDateTime32BestEffort('<Empty>') AS a, toTypeName(a); -- {serverError 41}
 SELECT parseDateTime32BestEffort('2020-05-14T03:37:03', 'UTC') AS a, toTypeName(a);
 SELECT parseDateTime32BestEffort('2020-05-14 03:37:03', 'UTC') AS a, toTypeName(a);
 SELECT parseDateTime32BestEffort('2020-05-14T03:37:03.253184', 'UTC') AS a, toTypeName(a);
@@ -53,7 +53,7 @@ SELECT parseDateTime32BestEffortOrNull('2020-05-14T03:37:03.253184Z', 'UTC') AS
 SELECT parseDateTime32BestEffortOrNull('2020-05-14T03:37:03.253184Z', 'Europe/Minsk') AS a, toTypeName(a);
 SELECT parseDateTime32BestEffortOrNull(materialize('2020-05-14T03:37:03.253184Z'), 'UTC') AS a, toTypeName(a);
 
-SELECT parseDateTime32BestEffortOrZero('<Empty>') AS a, toTypeName(a);
+SELECT parseDateTime32BestEffortOrZero('<Empty>', 'UTC') AS a, toTypeName(a);
 SELECT parseDateTime32BestEffortOrZero('2020-05-14T03:37:03', 'UTC') AS a, toTypeName(a);
 SELECT parseDateTime32BestEffortOrZero('2020-05-14 03:37:03', 'UTC') AS a, toTypeName(a);
 SELECT parseDateTime32BestEffortOrZero('2020-05-14T03:37:03.253184', 'UTC') AS a, toTypeName(a);
diff --git a/tests/queries/0_stateless/01446_json_strings_each_row.reference b/tests/queries/0_stateless/01446_json_strings_each_row.reference
index 812026534ea..583c6468e2d 100644
--- a/tests/queries/0_stateless/01446_json_strings_each_row.reference
+++ b/tests/queries/0_stateless/01446_json_strings_each_row.reference
@@ -8,10 +8,8 @@
 {"name":"c","c":"1"}
 3
 {"row":{"a":"1"}}
-{"progress":{"read_rows":"1","read_bytes":"1","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}}
 4
 {"row":{"a":"1"}}
-{"progress":{"read_rows":"1","read_bytes":"1","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}}
 5
 {"v1":"first","v2":"1","v3":"2","v4":"0"}
 {"v1":"second","v2":"2","v3":"0","v4":"6"}
diff --git a/tests/queries/0_stateless/01446_json_strings_each_row.sh b/tests/queries/0_stateless/01446_json_strings_each_row.sh
new file mode 100755
index 00000000000..9b6c8d66bc0
--- /dev/null
+++ b/tests/queries/0_stateless/01446_json_strings_each_row.sh
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+echo "DROP TABLE IF EXISTS test_table;" | ${CLICKHOUSE_CLIENT}
+echo "DROP TABLE IF EXISTS test_table_2;" | ${CLICKHOUSE_CLIENT}
+echo "SELECT 1;" | ${CLICKHOUSE_CLIENT}
+# Check JSONStringsEachRow Output
+echo "CREATE TABLE test_table (value UInt8, name String) ENGINE = MergeTree() ORDER BY value;" | ${CLICKHOUSE_CLIENT}
+echo "INSERT INTO test_table VALUES (1, 'a'), (2, 'b'), (3, 'c');" | ${CLICKHOUSE_CLIENT}
+echo "SELECT * FROM test_table FORMAT JSONStringsEachRow;" | ${CLICKHOUSE_CLIENT}
+echo "SELECT 2;" | ${CLICKHOUSE_CLIENT}
+# Check Totals
+echo "SELECT name, count() AS c FROM test_table GROUP BY name WITH TOTALS ORDER BY name FORMAT JSONStringsEachRow;" | ${CLICKHOUSE_CLIENT}
+echo "SELECT 3;" | ${CLICKHOUSE_CLIENT}
+# Check JSONStringsEachRowWithProgress Output
+echo "SELECT 1 as a FROM system.one FORMAT JSONStringsEachRowWithProgress;" | ${CLICKHOUSE_CLIENT} | grep -v progress
+echo "SELECT 4;" | ${CLICKHOUSE_CLIENT}
+# Check Totals
+echo "SELECT 1 as a FROM system.one GROUP BY a WITH TOTALS ORDER BY a FORMAT JSONStringsEachRowWithProgress;" | ${CLICKHOUSE_CLIENT} | grep -v progress
+echo "DROP TABLE IF EXISTS test_table;" | ${CLICKHOUSE_CLIENT}
+echo "SELECT 5;" | ${CLICKHOUSE_CLIENT}
+# Check JSONStringsEachRow Input
+echo "CREATE TABLE test_table (v1 String, v2 UInt8, v3 DEFAULT v2 * 16, v4 UInt8 DEFAULT 8) ENGINE = MergeTree() ORDER BY v2;" | ${CLICKHOUSE_CLIENT}
+echo 'INSERT INTO test_table FORMAT JSONStringsEachRow {"v1": "first", "v2": "1", "v3": "2", "v4": "NULL"} {"v1": "second", "v2": "2", "v3": "null", "v4": "6"};' | ${CLICKHOUSE_CLIENT}
+echo "SELECT * FROM test_table FORMAT JSONStringsEachRow;" | ${CLICKHOUSE_CLIENT}
+echo "TRUNCATE TABLE test_table;" | ${CLICKHOUSE_CLIENT}
+echo "SELECT 6;" | ${CLICKHOUSE_CLIENT}
+# Check input_format_null_as_default = 1
+echo 'INSERT INTO test_table FORMAT JSONStringsEachRow {"v1": "first", "v2": "1", "v3": "2", "v4": "ᴺᵁᴸᴸ"} {"v1": "second", "v2": "2", "v3": "null", "v4": "6"};' | ${CLICKHOUSE_CLIENT} --input_format_null_as_default=1
+echo "SELECT * FROM test_table FORMAT JSONStringsEachRow;" | ${CLICKHOUSE_CLIENT}
+echo "TRUNCATE TABLE test_table;" | ${CLICKHOUSE_CLIENT}
+echo "SELECT 7;" | ${CLICKHOUSE_CLIENT}
+# Check Nested
+echo "CREATE TABLE test_table_2 (v1 UInt8, n Nested(id UInt8, name String)) ENGINE = MergeTree() ORDER BY v1;" | ${CLICKHOUSE_CLIENT}
+cat << END | ${CLICKHOUSE_CLIENT}
+INSERT INTO test_table_2 FORMAT JSONStringsEachRow {"v1": "16", "n.id": "[15, 16, 17]", "n.name": "['first', 'second', 'third']"};
+END
+echo "SELECT * FROM test_table_2 FORMAT JSONStringsEachRow;" | ${CLICKHOUSE_CLIENT}
+echo "TRUNCATE TABLE test_table_2;" | ${CLICKHOUSE_CLIENT}
+
+echo "DROP TABLE IF EXISTS test_table;" | ${CLICKHOUSE_CLIENT}
+echo "DROP TABLE IF EXISTS test_table_2;" | ${CLICKHOUSE_CLIENT}
diff --git a/tests/queries/0_stateless/01446_json_strings_each_row.sql b/tests/queries/0_stateless/01446_json_strings_each_row.sql
deleted file mode 100644
index 98bd3e3ab47..00000000000
--- a/tests/queries/0_stateless/01446_json_strings_each_row.sql
+++ /dev/null
@@ -1,38 +0,0 @@
-DROP TABLE IF EXISTS test_table;
-DROP TABLE IF EXISTS test_table_2;
-SELECT 1;
-/* Check JSONStringsEachRow Output */
-CREATE TABLE test_table (value UInt8, name String) ENGINE = MergeTree() ORDER BY value;
-INSERT INTO test_table VALUES (1, 'a'), (2, 'b'), (3, 'c');
-SELECT * FROM test_table FORMAT JSONStringsEachRow;
-SELECT 2;
-/* Check Totals */
-SELECT name, count() AS c FROM test_table GROUP BY name WITH TOTALS ORDER BY name FORMAT JSONStringsEachRow;
-SELECT 3;
-/* Check JSONStringsEachRowWithProgress Output */
-SELECT 1 as a FROM system.one FORMAT JSONStringsEachRowWithProgress;
-SELECT 4;
-/* Check Totals */
-SELECT 1 as a FROM system.one GROUP BY a WITH TOTALS ORDER BY a FORMAT JSONStringsEachRowWithProgress;
-DROP TABLE IF EXISTS test_table;
-SELECT 5;
-/* Check JSONStringsEachRow Input */
-CREATE TABLE test_table (v1 String, v2 UInt8, v3 DEFAULT v2 * 16, v4 UInt8 DEFAULT 8) ENGINE = MergeTree() ORDER BY v2;
-INSERT INTO test_table FORMAT JSONStringsEachRow {"v1": "first", "v2": "1", "v3": "2", "v4": "NULL"} {"v1": "second", "v2": "2", "v3": "null", "v4": "6"};
-SELECT * FROM test_table FORMAT JSONStringsEachRow;
-TRUNCATE TABLE test_table;
-SELECT 6;
-/* Check input_format_null_as_default = 1 */
-SET input_format_null_as_default = 1;
-INSERT INTO test_table FORMAT JSONStringsEachRow {"v1": "first", "v2": "1", "v3": "2", "v4": "ᴺᵁᴸᴸ"} {"v1": "second", "v2": "2", "v3": "null", "v4": "6"};
-SELECT * FROM test_table FORMAT JSONStringsEachRow;
-TRUNCATE TABLE test_table;
-SELECT 7;
-/* Check Nested */
-CREATE TABLE test_table_2 (v1 UInt8, n Nested(id UInt8, name String)) ENGINE = MergeTree() ORDER BY v1;
-INSERT INTO test_table_2 FORMAT JSONStringsEachRow {"v1": "16", "n.id": "[15, 16, 17]", "n.name": "['first', 'second', 'third']"};
-SELECT * FROM test_table_2 FORMAT JSONStringsEachRow;
-TRUNCATE TABLE test_table_2;
-
-DROP TABLE IF EXISTS test_table;
-DROP TABLE IF EXISTS test_table_2;
diff --git a/tests/queries/0_stateless/01455_duplicate_distinct_optimization.sql b/tests/queries/0_stateless/01455_duplicate_distinct_optimization.sql
index 10937819de2..6fbf80a4dc3 100644
--- a/tests/queries/0_stateless/01455_duplicate_distinct_optimization.sql
+++ b/tests/queries/0_stateless/01455_duplicate_distinct_optimization.sql
@@ -1,21 +1,20 @@
-SET enable_debug_queries = 1;
 SET optimize_duplicate_order_by_and_distinct = 1;
 
-ANALYZE SELECT DISTINCT number FROM numbers(1);
-ANALYZE SELECT DISTINCT number FROM (SELECT DISTINCT number FROM numbers(1));
-ANALYZE SELECT DISTINCT number * 2 FROM (SELECT DISTINCT number * 2, number FROM numbers(1));
-ANALYZE SELECT DISTINCT number FROM (SELECT DISTINCT number * 2 AS number FROM numbers(1));
-ANALYZE SELECT DISTINCT b, a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100));
-ANALYZE SELECT DISTINCT a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100));
-ANALYZE SELECT DISTINCT a FROM (SELECT DISTINCT a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
-ANALYZE SELECT DISTINCT a FROM (SELECT DISTINCT a, b FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
-ANALYZE SELECT DISTINCT a, b FROM (SELECT DISTINCT b, a FROM (SELECT DISTINCT number a, number b FROM numbers(1)));
-ANALYZE SELECT DISTINCT a, b FROM (SELECT b, a, a + b FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
-ANALYZE SELECT DISTINCT a FROM (SELECT a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
-ANALYZE SELECT DISTINCT number FROM (SELECT DISTINCT number FROM numbers(1)) t1 CROSS JOIN numbers(2) t2;
-ANALYZE SELECT DISTINCT number FROM (SELECT DISTINCT number FROM numbers(1) t1 CROSS JOIN numbers(2) t2);
+EXPLAIN SYNTAX SELECT DISTINCT number FROM numbers(1);
+EXPLAIN SYNTAX SELECT DISTINCT number FROM (SELECT DISTINCT number FROM numbers(1));
+EXPLAIN SYNTAX SELECT DISTINCT number * 2 FROM (SELECT DISTINCT number * 2, number FROM numbers(1));
+EXPLAIN SYNTAX SELECT DISTINCT number FROM (SELECT DISTINCT number * 2 AS number FROM numbers(1));
+EXPLAIN SYNTAX SELECT DISTINCT b, a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100));
+EXPLAIN SYNTAX SELECT DISTINCT a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100));
+EXPLAIN SYNTAX SELECT DISTINCT a FROM (SELECT DISTINCT a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
+EXPLAIN SYNTAX SELECT DISTINCT a FROM (SELECT DISTINCT a, b FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
+EXPLAIN SYNTAX SELECT DISTINCT a, b FROM (SELECT DISTINCT b, a FROM (SELECT DISTINCT number a, number b FROM numbers(1)));
+EXPLAIN SYNTAX SELECT DISTINCT a, b FROM (SELECT b, a, a + b FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
+EXPLAIN SYNTAX SELECT DISTINCT a FROM (SELECT a FROM (SELECT DISTINCT number % 2 AS a, number % 3 AS b FROM numbers(100)));
+EXPLAIN SYNTAX SELECT DISTINCT number FROM (SELECT DISTINCT number FROM numbers(1)) t1 CROSS JOIN numbers(2) t2;
+EXPLAIN SYNTAX SELECT DISTINCT number FROM (SELECT DISTINCT number FROM numbers(1) t1 CROSS JOIN numbers(2) t2);
 
-ANALYZE SELECT DISTINCT number FROM
+EXPLAIN SYNTAX SELECT DISTINCT number FROM
 (
     (SELECT DISTINCT number FROM numbers(1))
     UNION ALL
diff --git a/tests/queries/0_stateless/01455_nullable_type_with_if_agg_combinator.reference b/tests/queries/0_stateless/01455_nullable_type_with_if_agg_combinator.reference
deleted file mode 100644
index 77f38b722ce..00000000000
--- a/tests/queries/0_stateless/01455_nullable_type_with_if_agg_combinator.reference
+++ /dev/null
@@ -1,3 +0,0 @@
-\N	Nullable(UInt8)
-\N	Nullable(UInt8)
-0	UInt8
diff --git a/tests/queries/0_stateless/01455_nullable_type_with_if_agg_combinator.sql b/tests/queries/0_stateless/01455_nullable_type_with_if_agg_combinator.sql
deleted file mode 100644
index 852660117f5..00000000000
--- a/tests/queries/0_stateless/01455_nullable_type_with_if_agg_combinator.sql
+++ /dev/null
@@ -1,6 +0,0 @@
--- Value nullable
-SELECT anyIf(CAST(number, 'Nullable(UInt8)'), number = 3) AS a, toTypeName(a) FROM numbers(2);
--- Value and condition nullable
-SELECT anyIf(number, number = 3) AS a, toTypeName(a) FROM (SELECT CAST(number, 'Nullable(UInt8)') AS number FROM numbers(2));
--- Condition nullable
-SELECT anyIf(CAST(number, 'UInt8'), number = 3) AS a, toTypeName(a) FROM (SELECT CAST(number, 'Nullable(UInt8)') AS number FROM numbers(2));
diff --git a/tests/queries/0_stateless/01455_opentelemetry_distributed.reference b/tests/queries/0_stateless/01455_opentelemetry_distributed.reference
new file mode 100644
index 00000000000..420bb17ae8b
--- /dev/null
+++ b/tests/queries/0_stateless/01455_opentelemetry_distributed.reference
@@ -0,0 +1,10 @@
+===http===
+{"total spans":"4","unique spans":"4","unique non-zero parent spans":"2"}
+{"initial query spans with proper parent":"1"}
+{"unique non-empty tracestate values":"1"}
+===native===
+{"total spans":"2","unique spans":"2","unique non-zero parent spans":"2"}
+{"initial query spans with proper parent":"1"}
+{"unique non-empty tracestate values":"1"}
+===sampled===
+OK
diff --git a/tests/queries/0_stateless/01455_opentelemetry_distributed.sh b/tests/queries/0_stateless/01455_opentelemetry_distributed.sh
new file mode 100755
index 00000000000..08c8b1ce808
--- /dev/null
+++ b/tests/queries/0_stateless/01455_opentelemetry_distributed.sh
@@ -0,0 +1,116 @@
+#!/usr/bin/env bash
+set -ue
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+function check_log
+{
+${CLICKHOUSE_CLIENT} --format=JSONEachRow -nq "
+system flush logs;
+
+-- Check the number of query spans with given trace id, to verify it was
+-- propagated.
+select count(*) "'"'"total spans"'"'",
+        uniqExact(span_id) "'"'"unique spans"'"'",
+        uniqExactIf(parent_span_id, parent_span_id != 0)
+            "'"'"unique non-zero parent spans"'"'"
+    from system.opentelemetry_span_log
+    where trace_id = reinterpretAsUUID(reverse(unhex('$trace_id')))
+        and operation_name = 'query'
+    ;
+
+-- Also check that the initial query span in ClickHouse has proper parent span.
+select count(*) "'"'"initial query spans with proper parent"'"'"
+    from
+        (select *, attribute_name, attribute_value
+            from system.opentelemetry_span_log
+                array join attribute.names as attribute_name,
+                    attribute.values as attribute_value) o
+        join system.query_log on query_id = o.attribute_value
+    where trace_id = reinterpretAsUUID(reverse(unhex('$trace_id')))
+        and operation_name = 'query'
+        and parent_span_id = reinterpretAsUInt64(unhex('73'))
+        and o.attribute_name = 'clickhouse.query_id'
+        and is_initial_query
+        and type = 'QueryFinish'
+    ;
+
+-- Check that the tracestate header was propagated. It must have exactly the
+-- same non-empty value for all 'query' spans in this trace.
+select uniqExact(value) "'"'"unique non-empty tracestate values"'"'"
+    from system.opentelemetry_span_log
+        array join attribute.names as name, attribute.values as value
+    where
+        trace_id = reinterpretAsUUID(reverse(unhex('$trace_id')))
+        and operation_name = 'query'
+        and name = 'clickhouse.tracestate'
+        and length(value) > 0
+    ;
+"
+}
+
+# Generate some random trace id so that the prevous runs of the test do not interfere.
+echo "===http==="
+trace_id=$(${CLICKHOUSE_CLIENT} -q "select lower(hex(reverse(reinterpretAsString(generateUUIDv4()))))")
+
+# Check that the HTTP traceparent is read, and then passed through `remote`
+# table function. We expect 4 queries -- one initial, one SELECT and two
+# DESC TABLE. Two DESC TABLE instead of one looks like a bug, see the issue:
+# https://github.com/ClickHouse/ClickHouse/issues/14228
+${CLICKHOUSE_CURL} \
+    --header "traceparent: 00-$trace_id-0000000000000073-01" \
+    --header "tracestate: some custom state" "http://localhost:8123/" \
+    --get \
+    --data-urlencode "query=select 1 from remote('127.0.0.2', system, one) format Null"
+
+check_log
+
+# With another trace id, check that clickhouse-client accepts traceparent, and
+# that it is passed through URL table function. We expect two query spans, one
+# for the initial query, and one for the HTTP query.
+echo "===native==="
+trace_id=$(${CLICKHOUSE_CLIENT} -q "select lower(hex(reverse(reinterpretAsString(generateUUIDv4()))))")
+
+${CLICKHOUSE_CLIENT} \
+    --opentelemetry-traceparent "00-$trace_id-0000000000000073-01" \
+    --opentelemetry-tracestate "another custom state" \
+    --query "select * from url('http://127.0.0.2:8123/?query=select%201%20format%20Null', CSV, 'a int')"
+
+check_log
+
+# Test sampled tracing. The traces should be started with the specified
+# probability, only for initial queries.
+echo "===sampled==="
+query_id=$(${CLICKHOUSE_CLIENT} -q "select lower(hex(reverse(reinterpretAsString(generateUUIDv4()))))")
+
+for i in {1..200}
+do
+    ${CLICKHOUSE_CLIENT} \
+        --opentelemetry_start_trace_probability=0.1 \
+        --query_id "$query_id-$i" \
+        --query "select 1 from remote('127.0.0.2', system, one) format Null" \
+        &
+
+    # clickhouse-client is slow to start (initialization of DateLUT), so run
+    # several clients in parallel, but not too many.
+    if [[ $((i % 10)) -eq 0 ]]
+    then
+        wait
+    fi
+done
+wait
+
+${CLICKHOUSE_CLIENT} -q "system flush logs"
+${CLICKHOUSE_CLIENT} -q "
+    with count(*) as c
+    -- expect 200 * 0.1 = 20 sampled events on average
+    select if(c > 1 and c < 50, 'OK', 'fail: ' || toString(c))
+    from system.opentelemetry_span_log
+        array join attribute.names as name, attribute.values as value
+    where name = 'clickhouse.query_id'
+        and operation_name = 'query'
+        and parent_span_id = 0  -- only account for the initial queries
+        and value like '$query_id-%'
+    ;
+"
diff --git a/tests/queries/0_stateless/01470_columns_transformers.reference b/tests/queries/0_stateless/01470_columns_transformers.reference
index 2d8a1802289..a3b04de231a 100644
--- a/tests/queries/0_stateless/01470_columns_transformers.reference
+++ b/tests/queries/0_stateless/01470_columns_transformers.reference
@@ -77,3 +77,9 @@ SELECT
     toFloat64(k),
     j
 FROM columns_transformers
+[110]	[9]	[173.5]
+SELECT
+    quantiles(0.5)(i),
+    quantiles(0.5)(j),
+    quantiles(0.5)(k)
+FROM columns_transformers
diff --git a/tests/queries/0_stateless/01470_columns_transformers.sql b/tests/queries/0_stateless/01470_columns_transformers.sql
index f95cee51fb0..f5178d139ac 100644
--- a/tests/queries/0_stateless/01470_columns_transformers.sql
+++ b/tests/queries/0_stateless/01470_columns_transformers.sql
@@ -41,4 +41,8 @@ EXPLAIN SYNTAX SELECT COLUMNS(i, j, k) APPLY(sum) from columns_transformers;
 SELECT i, j, COLUMNS(i, j, k) APPLY(toFloat64), COLUMNS(i, j) EXCEPT (i) from columns_transformers;
 EXPLAIN SYNTAX SELECT i, j, COLUMNS(i, j, k) APPLY(toFloat64), COLUMNS(i, j) EXCEPT (i) from columns_transformers;
 
+-- APPLY with parameterized function
+SELECT COLUMNS(i, j, k) APPLY(quantiles(0.5)) from columns_transformers;
+EXPLAIN SYNTAX SELECT COLUMNS(i, j, k) APPLY(quantiles(0.5)) from columns_transformers;
+
 DROP TABLE columns_transformers;
diff --git a/tests/queries/0_stateless/01493_alter_remove_properties_zookeeper.sql b/tests/queries/0_stateless/01493_alter_remove_properties_zookeeper.sql
index c095c4216fd..b810e2a8737 100644
--- a/tests/queries/0_stateless/01493_alter_remove_properties_zookeeper.sql
+++ b/tests/queries/0_stateless/01493_alter_remove_properties_zookeeper.sql
@@ -28,7 +28,7 @@ TTL column_comment + INTERVAL 2 MONTH;
 SHOW CREATE TABLE r_prop_table1;
 SHOW CREATE TABLE r_prop_table2;
 
-INSERT INTO r_prop_table1 (column_codec, column_comment, column_ttl) VALUES ('str', toDate('2020-10-01'), 1);
+INSERT INTO r_prop_table1 (column_codec, column_comment, column_ttl) VALUES ('str', toDate('2100-01-01'), 1);
 
 SYSTEM SYNC REPLICA r_prop_table2;
 
diff --git a/tests/queries/0_stateless/01495_subqueries_in_with_statement.reference b/tests/queries/0_stateless/01495_subqueries_in_with_statement.reference
index 16ca3450a74..c494604b4df 100644
--- a/tests/queries/0_stateless/01495_subqueries_in_with_statement.reference
+++ b/tests/queries/0_stateless/01495_subqueries_in_with_statement.reference
@@ -30,3 +30,4 @@
 \N
 42
 42
+1764
diff --git a/tests/queries/0_stateless/01495_subqueries_in_with_statement.sql b/tests/queries/0_stateless/01495_subqueries_in_with_statement.sql
index 8102ed29fa8..819346be129 100644
--- a/tests/queries/0_stateless/01495_subqueries_in_with_statement.sql
+++ b/tests/queries/0_stateless/01495_subqueries_in_with_statement.sql
@@ -70,4 +70,10 @@ SELECT max(n) m FROM test1 where test1.m=43 having max(n)=42;
 WITH test1 AS (SELECT n, null b, n+1 m FROM with_test where  n = 42 order by n limit 4)
 SELECT max(n) m FROM test1 where b is null and test1.m=43 having m=42 limit 4;
 
+with
+    test1 as (select n, null b, n+1 m from with_test where  n = 42 order by n limit 4),
+    test2 as (select n + 1 as x, n - 1 as y from test1),
+    test3 as (select x * y as z from test2)
+select z + 1 as q from test3;
+
 drop table  with_test ;
diff --git a/tests/queries/0_stateless/01502_log_tinylog_deadlock_race.reference b/tests/queries/0_stateless/01502_log_tinylog_deadlock_race.reference
new file mode 100644
index 00000000000..c62a2b18918
--- /dev/null
+++ b/tests/queries/0_stateless/01502_log_tinylog_deadlock_race.reference
@@ -0,0 +1,2 @@
+Testing Memory
+Done Memory
diff --git a/tests/queries/0_stateless/01502_log_tinylog_deadlock_race.sh b/tests/queries/0_stateless/01502_log_tinylog_deadlock_race.sh
new file mode 100755
index 00000000000..f0b5f0a3568
--- /dev/null
+++ b/tests/queries/0_stateless/01502_log_tinylog_deadlock_race.sh
@@ -0,0 +1,86 @@
+#!/usr/bin/env bash
+
+set -e
+
+CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL=fatal
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+
+function thread_create {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "CREATE TABLE IF NOT EXISTS $1 (x UInt64, s Array(Nullable(String))) ENGINE = $2"
+        sleep 0.0$RANDOM
+    done
+}
+
+function thread_drop {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS $1"
+        sleep 0.0$RANDOM
+    done
+}
+
+function thread_rename {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "RENAME TABLE $1 TO $2" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (60|57)'
+        sleep 0.0$RANDOM
+    done
+}
+
+function thread_select {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "SELECT * FROM $1 FORMAT Null" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (60|218)'
+        sleep 0.0$RANDOM
+    done
+}
+
+function thread_insert {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "INSERT INTO $1 SELECT rand64(1), [toString(rand64(2))] FROM numbers($2)" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (60|218)'
+        sleep 0.0$RANDOM
+    done
+}
+
+function thread_insert_select {
+    while true; do
+        $CLICKHOUSE_CLIENT --query "INSERT INTO $1 SELECT * FROM $2" 2>&1 | grep -v -F 'Received exception from server' | grep -v -P 'Code: (60|218)'
+        sleep 0.0$RANDOM
+    done
+}
+
+export -f thread_create
+export -f thread_drop
+export -f thread_rename
+export -f thread_select
+export -f thread_insert
+export -f thread_insert_select
+
+
+# Do randomized queries and expect nothing extraordinary happens.
+
+function test_with_engine {
+    echo "Testing $1"
+
+    timeout 10 bash -c "thread_create t1 $1" &
+    timeout 10 bash -c "thread_create t2 $1" &
+    timeout 10 bash -c 'thread_drop t1' &
+    timeout 10 bash -c 'thread_drop t2' &
+    timeout 10 bash -c 'thread_rename t1 t2' &
+    timeout 10 bash -c 'thread_rename t2 t1' &
+    timeout 10 bash -c 'thread_select t1' &
+    timeout 10 bash -c 'thread_select t2' &
+    timeout 10 bash -c 'thread_insert t1 5' &
+    timeout 10 bash -c 'thread_insert t2 10' &
+    timeout 10 bash -c 'thread_insert_select t1 t2' &
+    timeout 10 bash -c 'thread_insert_select t2 t1' &
+
+    wait
+    echo "Done $1"
+}
+
+#test_with_engine TinyLog
+#test_with_engine StripeLog
+#test_with_engine Log
+test_with_engine Memory
diff --git a/tests/queries/0_stateless/01505_trivial_count_with_partition_predicate.reference b/tests/queries/0_stateless/01505_trivial_count_with_partition_predicate.reference
new file mode 100644
index 00000000000..4fe8dbf8cfb
--- /dev/null
+++ b/tests/queries/0_stateless/01505_trivial_count_with_partition_predicate.reference
@@ -0,0 +1,9 @@
+0
+0
+2
+1
+1
+0
+2
+0
+3
diff --git a/tests/queries/0_stateless/01505_trivial_count_with_partition_predicate.sql b/tests/queries/0_stateless/01505_trivial_count_with_partition_predicate.sql
new file mode 100644
index 00000000000..110e883803d
--- /dev/null
+++ b/tests/queries/0_stateless/01505_trivial_count_with_partition_predicate.sql
@@ -0,0 +1,45 @@
+drop table if exists test1;
+
+create table test1(p DateTime, k int) engine MergeTree partition by toDate(p) order by k;
+insert into test1 values ('2020-09-01 00:01:02', 1), ('2020-09-01 20:01:03', 2), ('2020-09-02 00:01:03', 3);
+
+set max_rows_to_read = 1;
+-- non-optimized
+select count() from test1 settings max_parallel_replicas = 3; -- { serverError 158; }
+-- optimized (toYear is monotonic and we provide the partition expr as is)
+select count() from test1 where toYear(toDate(p)) = 1999;
+-- non-optimized (toDate(DateTime) is always monotonic, but we cannot relaxing the predicates to do trivial count())
+select count() from test1 where p > toDateTime('2020-09-01 10:00:00'); -- { serverError 158; }
+-- optimized (partition expr wrapped with non-monotonic functions)
+select count() FROM test1 where toDate(p) = '2020-09-01' and sipHash64(toString(toDate(p))) % 2 = 1;
+select count() FROM test1 where toDate(p) = '2020-09-01' and sipHash64(toString(toDate(p))) % 2 = 0;
+-- non-optimized (some predicate depends on non-partition_expr columns)
+select count() FROM test1 where toDate(p) = '2020-09-01' and k = 2; -- { serverError 158; }
+-- optimized
+select count() from test1 where toDate(p) > '2020-09-01';
+
+create table test_tuple(p DateTime, i int, j int) engine MergeTree partition by (toDate(p), i) order by j;
+
+insert into test_tuple values ('2020-09-01 00:01:02', 1, 2), ('2020-09-01 00:01:03', 2, 3), ('2020-09-02 00:01:03', 3, 4);
+
+-- optimized
+select count() from test_tuple where toDate(p) > '2020-09-01';
+-- optimized
+select count() from test_tuple where toDate(p) > '2020-09-01' and i = 1;
+-- optimized
+select count() from test_tuple where i > 1;
+-- optimized
+select count() from test_tuple where i < 1;
+
+create table test_two_args(i int, j int, k int) engine MergeTree partition by i + j order by k;
+
+insert into test_two_args values (1, 2, 3), (2, 1, 3), (0, 3, 4);
+
+-- optimized
+select count() from test_two_args where i + j = 3;
+-- non-optimized
+select count() from test_two_args where i = 1; -- { serverError 158; }
+
+drop table test1;
+drop table test_tuple;
+drop table test_two_args;
diff --git a/tests/queries/0_stateless/01507_clickhouse_server_start_with_embedded_config.sh b/tests/queries/0_stateless/01507_clickhouse_server_start_with_embedded_config.sh
index 68198ec6e16..945be0a1324 100755
--- a/tests/queries/0_stateless/01507_clickhouse_server_start_with_embedded_config.sh
+++ b/tests/queries/0_stateless/01507_clickhouse_server_start_with_embedded_config.sh
@@ -10,7 +10,7 @@ echo "Starting clickhouse-server"
 
 $PORT
 
-$CLICKHOUSE_BINARY server -- --tcp_port "$CLICKHOUSE_PORT_TCP" > server.log 2>&1 &
+$CLICKHOUSE_BINARY-server -- --tcp_port "$CLICKHOUSE_PORT_TCP" > server.log 2>&1 &
 PID=$!
 
 function finish {
diff --git a/tests/queries/0_stateless/01514_input_format_csv_enum_as_number_setting.reference b/tests/queries/0_stateless/01514_input_format_csv_enum_as_number_setting.reference
new file mode 100644
index 00000000000..6b67bbaaf74
--- /dev/null
+++ b/tests/queries/0_stateless/01514_input_format_csv_enum_as_number_setting.reference
@@ -0,0 +1 @@
+102	es
diff --git a/tests/queries/0_stateless/01514_input_format_csv_enum_as_number_setting.sql b/tests/queries/0_stateless/01514_input_format_csv_enum_as_number_setting.sql
new file mode 100644
index 00000000000..526af60434f
--- /dev/null
+++ b/tests/queries/0_stateless/01514_input_format_csv_enum_as_number_setting.sql
@@ -0,0 +1,15 @@
+DROP TABLE IF EXISTS table_with_enum_column_for_csv_insert;
+
+CREATE TABLE table_with_enum_column_for_csv_insert (
+    Id Int32,
+    Value Enum('ef' = 1, 'es' = 2)
+) ENGINE=Memory();
+
+SET input_format_csv_enum_as_number = 1;
+
+INSERT INTO table_with_enum_column_for_csv_insert FORMAT CSV 102,2
+SELECT * FROM table_with_enum_column_for_csv_insert;
+
+SET input_format_csv_enum_as_number = 0;
+
+DROP TABLE IF EXISTS table_with_enum_column_for_csv_insert;
diff --git a/tests/queries/0_stateless/01514_input_format_json_enum_as_number.reference b/tests/queries/0_stateless/01514_input_format_json_enum_as_number.reference
new file mode 100644
index 00000000000..6b67bbaaf74
--- /dev/null
+++ b/tests/queries/0_stateless/01514_input_format_json_enum_as_number.reference
@@ -0,0 +1 @@
+102	es
diff --git a/tests/queries/0_stateless/01514_input_format_json_enum_as_number.sql b/tests/queries/0_stateless/01514_input_format_json_enum_as_number.sql
new file mode 100644
index 00000000000..8d55a257c47
--- /dev/null
+++ b/tests/queries/0_stateless/01514_input_format_json_enum_as_number.sql
@@ -0,0 +1,11 @@
+DROP TABLE IF EXISTS table_with_enum_column_for_json_insert;
+
+CREATE TABLE table_with_enum_column_for_json_insert (
+    Id Int32,
+    Value Enum('ef' = 1, 'es' = 2)
+) ENGINE=Memory();
+
+INSERT INTO table_with_enum_column_for_json_insert FORMAT JSONEachRow {"Id":102,"Value":2}
+SELECT * FROM table_with_enum_column_for_json_insert;
+
+DROP TABLE IF EXISTS table_with_enum_column_for_json_insert;
diff --git a/tests/queries/0_stateless/01514_input_format_tsv_enum_as_number_setting.reference b/tests/queries/0_stateless/01514_input_format_tsv_enum_as_number_setting.reference
new file mode 100644
index 00000000000..2ff52a8eabf
--- /dev/null
+++ b/tests/queries/0_stateless/01514_input_format_tsv_enum_as_number_setting.reference
@@ -0,0 +1,2 @@
+102	es
+103	ef
diff --git a/tests/queries/0_stateless/01514_input_format_tsv_enum_as_number_setting.sql b/tests/queries/0_stateless/01514_input_format_tsv_enum_as_number_setting.sql
new file mode 100644
index 00000000000..033d7d282f0
--- /dev/null
+++ b/tests/queries/0_stateless/01514_input_format_tsv_enum_as_number_setting.sql
@@ -0,0 +1,16 @@
+DROP TABLE IF EXISTS table_with_enum_column_for_tsv_insert;
+
+CREATE TABLE table_with_enum_column_for_tsv_insert (
+    Id Int32,
+    Value Enum('ef' = 1, 'es' = 2)
+) ENGINE=Memory();
+
+SET input_format_tsv_enum_as_number = 1;
+
+INSERT INTO table_with_enum_column_for_tsv_insert FORMAT TSV 102	2
+INSERT INTO table_with_enum_column_for_tsv_insert FORMAT TabSeparatedRaw 103	1
+SELECT * FROM table_with_enum_column_for_tsv_insert ORDER BY Id;
+
+SET input_format_tsv_enum_as_number = 0;
+
+DROP TABLE IF EXISTS table_with_enum_column_for_tsv_insert;
diff --git a/tests/queries/0_stateless/01516_create_table_primary_key.reference b/tests/queries/0_stateless/01516_create_table_primary_key.reference
new file mode 100644
index 00000000000..eeef902be80
--- /dev/null
+++ b/tests/queries/0_stateless/01516_create_table_primary_key.reference
@@ -0,0 +1,6 @@
+1
+1
+1	1
+1	1
+2	2
+7	14
diff --git a/tests/queries/0_stateless/01516_create_table_primary_key.sql b/tests/queries/0_stateless/01516_create_table_primary_key.sql
new file mode 100644
index 00000000000..0611612f89f
--- /dev/null
+++ b/tests/queries/0_stateless/01516_create_table_primary_key.sql
@@ -0,0 +1,53 @@
+DROP DATABASE IF EXISTS test_01516;
+CREATE DATABASE test_01516 ENGINE=Ordinary;     -- Full ATTACH requires UUID with Atomic
+USE test_01516;
+
+DROP TABLE IF EXISTS primary_key_test;
+
+CREATE TABLE primary_key_test(v Int32, PRIMARY KEY(v)) ENGINE=ReplacingMergeTree ORDER BY v;
+INSERT INTO primary_key_test VALUES (1), (1), (1);
+DETACH TABLE primary_key_test;
+ATTACH TABLE primary_key_test(v Int32, PRIMARY KEY(v)) ENGINE=ReplacingMergeTree ORDER BY v;
+SELECT * FROM primary_key_test FINAL;
+DROP TABLE primary_key_test;
+
+CREATE TABLE primary_key_test(v Int32) ENGINE=ReplacingMergeTree ORDER BY v PRIMARY KEY(v);
+INSERT INTO primary_key_test VALUES (1), (1), (1);
+DETACH TABLE primary_key_test;
+ATTACH TABLE primary_key_test(v Int32) ENGINE=ReplacingMergeTree ORDER BY v PRIMARY KEY(v);
+SELECT * FROM primary_key_test FINAL;
+DROP TABLE primary_key_test;
+
+CREATE TABLE primary_key_test(v Int32, PRIMARY KEY(v), PRIMARY KEY(v)) ENGINE=ReplacingMergeTree ORDER BY v; -- { clientError 36; }
+
+CREATE TABLE primary_key_test(v Int32, PRIMARY KEY(v)) ENGINE=ReplacingMergeTree ORDER BY v PRIMARY KEY(v); -- { clientError 36; }
+
+CREATE TABLE primary_key_test(v1 Int32, v2 Int32, PRIMARY KEY(v1, v2)) ENGINE=ReplacingMergeTree ORDER BY (v1, v2);
+INSERT INTO primary_key_test VALUES (1, 1), (1, 1), (1, 1);
+DETACH TABLE primary_key_test;
+ATTACH TABLE primary_key_test(v1 Int32, v2 Int32, PRIMARY KEY(v1, v2)) ENGINE=ReplacingMergeTree ORDER BY (v1, v2);
+SELECT * FROM primary_key_test FINAL;
+DROP TABLE primary_key_test;
+
+CREATE TABLE primary_key_test(v1 Int32, v2 Int32) ENGINE=ReplacingMergeTree ORDER BY (v1, v2) PRIMARY KEY(v1, v2);
+INSERT INTO primary_key_test VALUES (1, 1), (1, 1), (1, 1);
+DETACH TABLE primary_key_test;
+ATTACH TABLE primary_key_test(v1 Int32, v2 Int32) ENGINE=ReplacingMergeTree ORDER BY (v1, v2) PRIMARY KEY(v1, v2);
+SELECT * FROM primary_key_test FINAL;
+DROP TABLE primary_key_test;
+
+CREATE TABLE primary_key_test(v1 Int32, v2 Int32, PRIMARY KEY(v1, v2), PRIMARY KEY(v1, v2)) ENGINE=ReplacingMergeTree ORDER BY (v1, v2); -- { clientError 36; }
+
+CREATE TABLE primary_key_test(v1 Int32, v2 Int32, PRIMARY KEY(v1, v2)) ENGINE=ReplacingMergeTree ORDER BY (v1, v2) PRIMARY KEY(v1, v2); -- { clientError 36; }
+
+CREATE TABLE primary_key_test(v1 Int64, v2 Int32, v3 String, PRIMARY KEY(v1, gcd(v1, v2))) ENGINE=ReplacingMergeTree ORDER BY v1; -- { serverError 36; }
+
+CREATE TABLE primary_key_test(v1 Int64, v2 Int32, v3 String, PRIMARY KEY(v1, gcd(v1, v2))) ENGINE=ReplacingMergeTree ORDER BY (v1, gcd(v1, v2));
+
+INSERT INTO primary_key_test VALUES(7, 14, 'hello'), (2, 2, 'world'), (7, 14, 'duplicate');
+
+SELECT v1, v2 FROM primary_key_test FINAL ORDER BY v1, v2;
+
+DROP TABLE primary_key_test;
+
+DROP DATABASE test_01516;
diff --git a/tests/queries/0_stateless/01516_drop_table_stress.sh b/tests/queries/0_stateless/01516_drop_table_stress.sh
index 3d6218c4549..3e2fd613a36 100755
--- a/tests/queries/0_stateless/01516_drop_table_stress.sh
+++ b/tests/queries/0_stateless/01516_drop_table_stress.sh
@@ -12,21 +12,17 @@ function drop_database()
 
 function drop_table()
 {
-    ${CLICKHOUSE_CLIENT} -nm <<EOL
-DROP TABLE IF EXISTS db_01516.data3;
-DROP TABLE IF EXISTS db_01516.data1;
-DROP TABLE IF EXISTS db_01516.data2;
-EOL
+    ${CLICKHOUSE_CLIENT} -q "DROP TABLE IF EXISTS db_01516.data3;" 2>&1 | grep -F "Code: " | grep -Fv "is currently dropped or renamed"
+    ${CLICKHOUSE_CLIENT} -q "DROP TABLE IF EXISTS db_01516.data1;" 2>&1 | grep -F "Code: " | grep -Fv "is currently dropped or renamed"
+    ${CLICKHOUSE_CLIENT} -q "DROP TABLE IF EXISTS db_01516.data2;" 2>&1 | grep -F "Code: " | grep -Fv "is currently dropped or renamed"
 }
 
 function create()
 {
-    ${CLICKHOUSE_CLIENT} -nm <<EOL
-CREATE DATABASE IF NOT EXISTS db_01516;
-CREATE TABLE IF NOT EXISTS db_01516.data1 Engine=MergeTree() ORDER BY number AS SELECT * FROM numbers(1);
-CREATE TABLE IF NOT EXISTS db_01516.data2 Engine=MergeTree() ORDER BY number AS SELECT * FROM numbers(1);
-CREATE TABLE IF NOT EXISTS db_01516.data3 Engine=MergeTree() ORDER BY number AS SELECT * FROM numbers(1);
-EOL
+    ${CLICKHOUSE_CLIENT} -q "CREATE DATABASE IF NOT EXISTS db_01516;"
+    ${CLICKHOUSE_CLIENT} -q "CREATE TABLE IF NOT EXISTS db_01516.data1 Engine=MergeTree() ORDER BY number AS SELECT * FROM numbers(1);" 2>&1 | grep -F "Code: " | grep -Fv "is currently dropped or renamed"
+    ${CLICKHOUSE_CLIENT} -q "CREATE TABLE IF NOT EXISTS db_01516.data2 Engine=MergeTree() ORDER BY number AS SELECT * FROM numbers(1);" 2>&1 | grep -F "Code: " | grep -Fv "is currently dropped or renamed"
+    ${CLICKHOUSE_CLIENT} -q "CREATE TABLE IF NOT EXISTS db_01516.data3 Engine=MergeTree() ORDER BY number AS SELECT * FROM numbers(1);" 2>&1 | grep -F "Code: " | grep -Fv "is currently dropped or renamed"
 }
 
 for _ in {1..100}; do
diff --git a/tests/queries/0_stateless/01518_nullable_aggregate_states1.reference b/tests/queries/0_stateless/01518_nullable_aggregate_states1.reference
new file mode 100644
index 00000000000..91814440b35
--- /dev/null
+++ b/tests/queries/0_stateless/01518_nullable_aggregate_states1.reference
@@ -0,0 +1,5 @@
+1	0	\N	\N	\N	\N	\N
+1	0	\N	\N	\N	\N	\N
+--- empty resultset ---
+0	0	\N	\N	\N	\N	\N
+0	0	\N	\N	\N	\N	\N
diff --git a/tests/queries/0_stateless/01518_nullable_aggregate_states1.sql b/tests/queries/0_stateless/01518_nullable_aggregate_states1.sql
new file mode 100644
index 00000000000..5626369b042
--- /dev/null
+++ b/tests/queries/0_stateless/01518_nullable_aggregate_states1.sql
@@ -0,0 +1,17 @@
+select count(), count(a), max(a), min(a), avg(a), sum(a), any(a)
+from (select cast(Null,'Nullable(Float64)') a);
+
+select countMerge(cnts), countMerge(cntsa), maxMerge(maxs), minMerge(mins), avgMerge(avgs), sumMerge(sums), anyMerge(anys) from (
+select countState() cnts, countState(a) cntsa, maxState(a) maxs, minState(a) mins, avgState(a) avgs, sumState(a) sums, anyState(a) anys
+from (select cast(Null,'Nullable(Float64)') a));
+
+
+select '--- empty resultset ---';
+
+
+select count(), count(a), max(a), min(a), avg(a), sum(a), any(a)
+from (select cast(1,'Nullable(Float64)') a) where a =0;
+
+select countMerge(cnts), countMerge(cntsa), maxMerge(maxs), minMerge(mins), avgMerge(avgs), sumMerge(sums), anyMerge(anys) from (
+select countState() cnts, countState(a) cntsa, maxState(a) maxs, minState(a) mins, avgState(a) avgs, sumState(a) sums, anyState(a) anys
+from (select cast(1,'Nullable(Float64)') a) where a =0 );
diff --git a/tests/queries/0_stateless/01518_nullable_aggregate_states2.reference b/tests/queries/0_stateless/01518_nullable_aggregate_states2.reference
new file mode 100644
index 00000000000..cb1a5a32ebf
--- /dev/null
+++ b/tests/queries/0_stateless/01518_nullable_aggregate_states2.reference
@@ -0,0 +1,2020 @@
+100500
+2003
+ ---- select without states ---- 
+-1	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-2	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-3	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-4	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-5	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+0	102	0	99900	0	300	150	15150	0	300	150	15150	0.00000	300.00000	150.00000	15150.00000	2020-01-01	2020-01-02	2020-01-01 00:00:00	2020-01-02 03:45:00	2020-01-01 00:00:00.000	2020-01-02 03:45:00.000	0	99900	49950	5044950	0	99900	49950	5044950	-32569	32366	4529.009900990099	457430	-127	124	-2.9504950495049505	-298
+1	102	1	9991	0.003	300.003	150.003	15150.3033	0.003	300.003	150.003	15150.30329	0.00300	300.00300	150.00300	15150.30300	2020-01-01	2020-01-02	2020-01-01 00:00:01	2020-01-02 03:45:01	2020-01-01 00:00:01.000	2020-01-02 03:45:01.000	1	99901	49951	5045051	1	99901	49951	5045051	-32568	32367	4530.009900990099	457531	-126	125	-1.9504950495049505	-197
+10	102	10	99910	0.03003	300.03003	150.03003	15153.03303	0.03003	300.03003	150.03002	15153.03296	0.03003	300.03003	150.03003	15153.03303	2020-01-01	2020-01-02	2020-01-01 00:00:10	2020-01-02 03:45:10	2020-01-01 00:00:10.000	2020-01-02 03:45:10.000	10	99910	49960	5045960	10	99910	49960	5045960	-32559	32376	4539.009900990099	458440	-128	127	-0.5544554455445545	-56
+100	101	100	99001	0.3003	297.3003	148.8003	14880.03003	0.3003	297.3003	148.80029	14880.02962	0.30030	297.30030	148.80030	14880.03000	2020-01-01	2020-01-02	2020-01-01 00:01:40	2020-01-02 03:30:01	2020-01-01 00:01:40.000	2020-01-02 03:30:01.000	100	99001	49550.5	4955050	100	99001	49550.5	4955050	-32469	32466	4986.02	498602	-127	124	-0.86	-86
+101	101	10091	99002	0.3033	297.3033	148.8033	14880.33033	0.3033	297.3033	148.8033	14880.33035	0.30330	297.30330	148.80330	14880.33000	2020-01-01	2020-01-02	2020-01-01 00:01:41	2020-01-02 03:30:02	2020-01-01 00:01:41.000	2020-01-02 03:30:02.000	101	99002	49551.5	4955150	101	99002	49551.5	4955150	-32468	32467	4987.02	498702	-126	125	0.14	14
+102	101	10092	99003	0.3063	297.3063	148.8063	14880.63063	0.3063	297.3063	148.8063	14880.6305	0.30630	297.30630	148.80630	14880.63000	2020-01-01	2020-01-02	2020-01-01 00:01:42	2020-01-02 03:30:03	2020-01-01 00:01:42.000	2020-01-02 03:30:03.000	102	99003	49552.5	4955250	102	99003	49552.5	4955250	-32467	32468	4988.02	498802	-125	126	1.14	114
+103	101	10093	99004	0.3093	297.3093	148.8093	14880.93093	0.3093	297.3093	148.8093	14880.93085	0.30930	297.30930	148.80930	14880.93000	2020-01-01	2020-01-02	2020-01-01 00:01:43	2020-01-02 03:30:04	2020-01-01 00:01:43.000	2020-01-02 03:30:04.000	103	99004	49553.5	4955350	103	99004	49553.5	4955350	-32466	32469	4989.02	498902	-124	127	2.14	214
+104	101	10094	99005	0.31231	297.31231	148.81231	14881.23123	0.31231	297.31232	148.81231	14881.23144	0.31231	297.31231	148.81231	14881.23100	2020-01-01	2020-01-02	2020-01-01 00:01:44	2020-01-02 03:30:05	2020-01-01 00:01:44.000	2020-01-02 03:30:05.000	104	99005	49554.5	4955450	104	99005	49554.5	4955450	-32465	32470	4990.02	499002	-128	127	0.58	58
+105	101	10095	99006	0.31531	297.31531	148.81531	14881.53153	0.31531	297.3153	148.81531	14881.53174	0.31531	297.31531	148.81531	14881.53100	2020-01-01	2020-01-02	2020-01-01 00:01:45	2020-01-02 03:30:06	2020-01-01 00:01:45.000	2020-01-02 03:30:06.000	105	99006	49555.5	4955550	105	99006	49555.5	4955550	-32464	32471	4991.02	499102	-128	123	-0.98	-98
+106	101	10096	99007	0.31831	297.31831	148.81831	14881.83183	0.31831	297.31833	148.81831	14881.83182	0.31831	297.31831	148.81831	14881.83100	2020-01-01	2020-01-02	2020-01-01 00:01:46	2020-01-02 03:30:07	2020-01-01 00:01:46.000	2020-01-02 03:30:07.000	106	99007	49556.5	4955650	106	99007	49556.5	4955650	-32463	32472	4992.02	499202	-127	124	0.02	2
+107	101	10097	99008	0.32132	297.32132	148.82132	14882.13213	0.32132	297.32132	148.82131	14882.13197	0.32132	297.32132	148.82132	14882.13200	2020-01-01	2020-01-02	2020-01-01 00:01:47	2020-01-02 03:30:08	2020-01-01 00:01:47.000	2020-01-02 03:30:08.000	107	99008	49557.5	4955750	107	99008	49557.5	4955750	-32462	32473	4993.02	499302	-126	125	1.02	102
+108	101	10098	99009	0.32432	297.32432	148.82432	14882.43243	0.32432	297.3243	148.82432	14882.43232	0.32432	297.32432	148.82432	14882.43200	2020-01-01	2020-01-02	2020-01-01 00:01:48	2020-01-02 03:30:09	2020-01-01 00:01:48.000	2020-01-02 03:30:09.000	108	99009	49558.5	4955850	108	99009	49558.5	4955850	-32461	32474	4994.02	499402	-125	126	2.02	202
+109	101	10099	99010	0.32732	297.32732	148.82732	14882.73273	0.32732	297.32733	148.82732	14882.7329	0.32732	297.32732	148.82732	14882.73200	2020-01-01	2020-01-02	2020-01-01 00:01:49	2020-01-02 03:30:10	2020-01-01 00:01:49.000	2020-01-02 03:30:10.000	109	99010	49559.5	4955950	109	99010	49559.5	4955950	-32460	32475	4995.02	499502	-124	127	3.02	302
+11	102	10001	99911	0.03303	300.03303	150.03303	15153.33633	0.03303	300.03302	150.03303	15153.33627	0.03303	300.03303	150.03303	15153.33603	2020-01-01	2020-01-02	2020-01-01 00:00:11	2020-01-02 03:45:11	2020-01-01 00:00:11.000	2020-01-02 03:45:11.000	11	99911	49961	5046061	11	99911	49961	5046061	-32558	32377	4540.009900990099	458541	-128	123	-2.089108910891089	-211
+110	101	10100	99011	0.33033	297.33033	148.83033	14883.03303	0.33033	297.33032	148.83033	14883.03321	0.33033	297.33033	148.83033	14883.03300	2020-01-01	2020-01-02	2020-01-01 00:01:50	2020-01-02 03:30:11	2020-01-01 00:01:50.000	2020-01-02 03:30:11.000	110	99011	49560.5	4956050	110	99011	49560.5	4956050	-32459	32476	4996.02	499602	-128	127	1.46	146
+111	101	10101	99012	0.33333	297.33333	148.83333	14883.33333	0.33333	297.33334	148.83333	14883.33329	0.33333	297.33333	148.83333	14883.33300	2020-01-01	2020-01-02	2020-01-01 00:01:51	2020-01-02 03:30:12	2020-01-01 00:01:51.000	2020-01-02 03:30:12.000	111	99012	49561.5	4956150	111	99012	49561.5	4956150	-32458	32477	4997.02	499702	-128	123	-0.1	-10
+112	101	10102	99013	0.33633	297.33633	148.83633	14883.63363	0.33633	297.33633	148.83633	14883.63348	0.33633	297.33633	148.83633	14883.63300	2020-01-01	2020-01-02	2020-01-01 00:01:52	2020-01-02 03:30:13	2020-01-01 00:01:52.000	2020-01-02 03:30:13.000	112	99013	49562.5	4956250	112	99013	49562.5	4956250	-32457	32478	4998.02	499802	-127	124	0.9	90
+113	101	10103	99014	0.33933	297.33933	148.83933	14883.93393	0.33933	297.33932	148.83933	14883.9338	0.33933	297.33933	148.83933	14883.93300	2020-01-01	2020-01-02	2020-01-01 00:01:53	2020-01-02 03:30:14	2020-01-01 00:01:53.000	2020-01-02 03:30:14.000	113	99014	49563.5	4956350	113	99014	49563.5	4956350	-32456	32479	4999.02	499902	-126	125	1.9	190
+114	101	10104	99015	0.34234	297.34234	148.84234	14884.23423	0.34234	297.34235	148.84234	14884.23437	0.34234	297.34234	148.84234	14884.23400	2020-01-01	2020-01-02	2020-01-01 00:01:54	2020-01-02 03:30:15	2020-01-01 00:01:54.000	2020-01-02 03:30:15.000	114	99015	49564.5	4956450	114	99015	49564.5	4956450	-32455	32480	5000.02	500002	-125	126	2.9	290
+115	101	10105	99016	0.34534	297.34534	148.84534	14884.53453	0.34534	297.34534	148.84534	14884.53468	0.34534	297.34534	148.84534	14884.53400	2020-01-01	2020-01-02	2020-01-01 00:01:55	2020-01-02 03:30:16	2020-01-01 00:01:55.000	2020-01-02 03:30:16.000	115	99016	49565.5	4956550	115	99016	49565.5	4956550	-32454	32481	5001.02	500102	-124	127	3.9	390
+116	101	10106	99017	0.34834	297.34834	148.84834	14884.83483	0.34834	297.34836	148.84834	14884.83476	0.34834	297.34834	148.84834	14884.83400	2020-01-01	2020-01-02	2020-01-01 00:01:56	2020-01-02 03:30:17	2020-01-01 00:01:56.000	2020-01-02 03:30:17.000	116	99017	49566.5	4956650	116	99017	49566.5	4956650	-32453	32482	5002.02	500202	-128	127	2.34	234
+117	101	10107	99018	0.35135	297.35135	148.85135	14885.13513	0.35135	297.35135	148.85134	14885.13495	0.35135	297.35135	148.85135	14885.13500	2020-01-01	2020-01-02	2020-01-01 00:01:57	2020-01-02 03:30:18	2020-01-01 00:01:57.000	2020-01-02 03:30:18.000	117	99018	49567.5	4956750	117	99018	49567.5	4956750	-32452	32483	5003.02	500302	-128	123	0.78	78
+118	101	10108	99019	0.35435	297.35435	148.85435	14885.43543	0.35435	297.35434	148.85435	14885.43526	0.35435	297.35435	148.85435	14885.43500	2020-01-01	2020-01-02	2020-01-01 00:01:58	2020-01-02 03:30:19	2020-01-01 00:01:58.000	2020-01-02 03:30:19.000	118	99019	49568.5	4956850	118	99019	49568.5	4956850	-32451	32484	5004.02	500402	-127	124	1.78	178
+119	101	10109	99020	0.35735	297.35735	148.85735	14885.73573	0.35735	297.35736	148.85736	14885.736	0.35735	297.35735	148.85735	14885.73500	2020-01-01	2020-01-02	2020-01-01 00:01:59	2020-01-02 03:30:20	2020-01-01 00:01:59.000	2020-01-02 03:30:20.000	119	99020	49569.5	4956950	119	99020	49569.5	4956950	-32450	32485	5005.02	500502	-126	125	2.78	278
+12	102	10002	99912	0.03603	300.03603	150.03603	15153.63963	0.03603	300.03604	150.03603	15153.6399	0.03603	300.03603	150.03603	15153.63903	2020-01-01	2020-01-02	2020-01-01 00:00:12	2020-01-02 03:45:12	2020-01-01 00:00:12.000	2020-01-02 03:45:12.000	12	99912	49962	5046162	12	99912	49962	5046162	-32557	32378	4541.009900990099	458642	-127	124	-1.0891089108910892	-110
+120	101	10110	99021	0.36036	297.36036	148.86036	14886.03603	0.36036	297.36035	148.86036	14886.03615	0.36036	297.36036	148.86036	14886.03600	2020-01-01	2020-01-02	2020-01-01 00:02:00	2020-01-02 03:30:21	2020-01-01 00:02:00.000	2020-01-02 03:30:21.000	120	99021	49570.5	4957050	120	99021	49570.5	4957050	-32449	32486	5006.02	500602	-125	126	3.78	378
+121	101	10111	99022	0.36336	297.36336	148.86336	14886.33633	0.36336	297.36337	148.86336	14886.33627	0.36336	297.36336	148.86336	14886.33600	2020-01-01	2020-01-02	2020-01-01 00:02:01	2020-01-02 03:30:22	2020-01-01 00:02:01.000	2020-01-02 03:30:22.000	121	99022	49571.5	4957150	121	99022	49571.5	4957150	-32448	32487	5007.02	500702	-124	127	4.78	478
+122	101	10112	99023	0.36636	297.36636	148.86636	14886.63663	0.36636	297.36636	148.86636	14886.63642	0.36636	297.36636	148.86636	14886.63600	2020-01-01	2020-01-02	2020-01-01 00:02:02	2020-01-02 03:30:23	2020-01-01 00:02:02.000	2020-01-02 03:30:23.000	122	99023	49572.5	4957250	122	99023	49572.5	4957250	-32447	32488	5008.02	500802	-128	127	3.22	322
+123	101	10113	99024	0.36936	297.36936	148.86936	14886.93693	0.36936	297.36935	148.86936	14886.93673	0.36936	297.36936	148.86936	14886.93600	2020-01-01	2020-01-02	2020-01-01 00:02:03	2020-01-02 03:30:24	2020-01-01 00:02:03.000	2020-01-02 03:30:24.000	123	99024	49573.5	4957350	123	99024	49573.5	4957350	-32446	32489	5009.02	500902	-128	127	1.66	166
+124	101	10114	99025	0.37237	297.37237	148.87237	14887.23723	0.37237	297.37238	148.87237	14887.23746	0.37237	297.37237	148.87237	14887.23700	2020-01-01	2020-01-02	2020-01-01 00:02:04	2020-01-02 03:30:25	2020-01-01 00:02:04.000	2020-01-02 03:30:25.000	124	99025	49574.5	4957450	124	99025	49574.5	4957450	-32445	32490	5010.02	501002	-128	124	0.1	10
+125	101	10115	99026	0.37537	297.37537	148.87537	14887.53753	0.37537	297.37537	148.87537	14887.53762	0.37537	297.37537	148.87537	14887.53700	2020-01-01	2020-01-02	2020-01-01 00:02:05	2020-01-02 03:30:26	2020-01-01 00:02:05.000	2020-01-02 03:30:26.000	125	99026	49575.5	4957550	125	99026	49575.5	4957550	-32444	32491	5011.02	501102	-127	125	1.1	110
+126	101	10116	99027	0.37837	297.37837	148.87837	14887.83783	0.37837	297.3784	148.87837	14887.83774	0.37837	297.37837	148.87837	14887.83700	2020-01-01	2020-01-02	2020-01-01 00:02:06	2020-01-02 03:30:27	2020-01-01 00:02:06.000	2020-01-02 03:30:27.000	126	99027	49576.5	4957650	126	99027	49576.5	4957650	-32443	32492	5012.02	501202	-126	126	2.1	210
+127	101	10117	99028	0.38138	297.38138	148.88138	14888.13813	0.38138	297.38138	148.88137	14888.13789	0.38138	297.38138	148.88138	14888.13800	2020-01-01	2020-01-02	2020-01-01 00:02:07	2020-01-02 03:30:28	2020-01-01 00:02:07.000	2020-01-02 03:30:28.000	127	99028	49577.5	4957750	127	99028	49577.5	4957750	-32442	32493	5013.02	501302	-125	127	3.1	310
+128	101	10118	99029	0.38438	297.38438	148.88438	14888.43843	0.38438	297.3844	148.88438	14888.43862	0.38438	297.38438	148.88438	14888.43800	2020-01-01	2020-01-02	2020-01-01 00:02:08	2020-01-02 03:30:29	2020-01-01 00:02:08.000	2020-01-02 03:30:29.000	128	99029	49578.5	4957850	128	99029	49578.5	4957850	-32441	32494	5014.02	501402	-128	127	1.54	154
+129	101	10119	99030	0.38738	297.38738	148.88738	14888.73873	0.38738	297.3874	148.88738	14888.73894	0.38738	297.38738	148.88738	14888.73800	2020-01-01	2020-01-02	2020-01-01 00:02:09	2020-01-02 03:30:30	2020-01-01 00:02:09.000	2020-01-02 03:30:30.000	129	99030	49579.5	4957950	129	99030	49579.5	4957950	-32440	32495	5015.02	501502	-128	127	-0.02	-2
+13	102	10003	99913	0.03903	300.03903	150.03903	15153.94294	0.03903	300.03903	150.03903	15153.94255	0.03903	300.03903	150.03903	15153.94203	2020-01-01	2020-01-02	2020-01-01 00:00:13	2020-01-02 03:45:13	2020-01-01 00:00:13.000	2020-01-02 03:45:13.000	13	99913	49963	5046263	13	99913	49963	5046263	-32556	32379	4542.009900990099	458743	-126	125	-0.0891089108910891	-9
+130	101	10120	99031	0.39039	297.39039	148.89039	14889.03903	0.39039	297.39038	148.89039	14889.03909	0.39039	297.39039	148.89039	14889.03900	2020-01-01	2020-01-02	2020-01-01 00:02:10	2020-01-02 03:30:31	2020-01-01 00:02:10.000	2020-01-02 03:30:31.000	130	99031	49580.5	4958050	130	99031	49580.5	4958050	-32439	32496	5016.02	501602	-128	123	-1.58	-158
+131	101	10121	99032	0.39339	297.39339	148.89339	14889.33933	0.39339	297.3934	148.89339	14889.33921	0.39339	297.39339	148.89339	14889.33900	2020-01-01	2020-01-02	2020-01-01 00:02:11	2020-01-02 03:30:32	2020-01-01 00:02:11.000	2020-01-02 03:30:32.000	131	99032	49581.5	4958150	131	99032	49581.5	4958150	-32438	32497	5017.02	501702	-127	124	-0.58	-58
+132	101	10122	99033	0.39639	297.39639	148.89639	14889.63963	0.39639	297.3964	148.89639	14889.63936	0.39639	297.39639	148.89639	14889.63900	2020-01-01	2020-01-02	2020-01-01 00:02:12	2020-01-02 03:30:33	2020-01-01 00:02:12.000	2020-01-02 03:30:33.000	132	99033	49582.5	4958250	132	99033	49582.5	4958250	-32437	32498	5018.02	501802	-126	125	0.42	42
+133	101	10123	99034	0.39939	297.39939	148.89939	14889.93993	0.39939	297.3994	148.8994	14889.94009	0.39939	297.39939	148.89939	14889.93900	2020-01-01	2020-01-02	2020-01-01 00:02:13	2020-01-02 03:30:34	2020-01-01 00:02:13.000	2020-01-02 03:30:34.000	133	99034	49583.5	4958350	133	99034	49583.5	4958350	-32436	32499	5019.02	501902	-125	126	1.42	142
+134	101	10124	99035	0.4024	297.4024	148.9024	14890.24024	0.4024	297.4024	148.9024	14890.24041	0.40240	297.40240	148.90240	14890.24000	2020-01-01	2020-01-02	2020-01-01 00:02:14	2020-01-02 03:30:35	2020-01-01 00:02:14.000	2020-01-02 03:30:35.000	134	99035	49584.5	4958450	134	99035	49584.5	4958450	-32435	32500	5020.02	502002	-124	127	2.42	242
+135	101	10125	99036	0.4054	297.4054	148.9054	14890.54054	0.4054	297.4054	148.9054	14890.54059	0.40540	297.40540	148.90540	14890.54000	2020-01-01	2020-01-02	2020-01-01 00:02:15	2020-01-02 03:30:36	2020-01-01 00:02:15.000	2020-01-02 03:30:36.000	135	99036	49585.5	4958550	135	99036	49585.5	4958550	-32434	32501	5021.02	502102	-128	127	0.86	86
+136	101	10126	99037	0.4084	297.4084	148.9084	14890.84084	0.4084	297.40842	148.9084	14890.84068	0.40840	297.40840	148.90840	14890.84000	2020-01-01	2020-01-02	2020-01-01 00:02:16	2020-01-02 03:30:37	2020-01-01 00:02:16.000	2020-01-02 03:30:37.000	136	99037	49586.5	4958650	136	99037	49586.5	4958650	-32433	32502	5022.02	502202	-128	123	-0.7	-70
+137	101	10127	99038	0.41141	297.41141	148.91141	14891.14114	0.41141	297.4114	148.9114	14891.14099	0.41141	297.41141	148.91141	14891.14100	2020-01-01	2020-01-02	2020-01-01 00:02:17	2020-01-02 03:30:38	2020-01-01 00:02:17.000	2020-01-02 03:30:38.000	137	99038	49587.5	4958750	137	99038	49587.5	4958750	-32432	32503	5023.02	502302	-127	124	0.3	30
+138	101	10128	99039	0.41441	297.41441	148.91441	14891.44144	0.41441	297.41443	148.91441	14891.44157	0.41441	297.41441	148.91441	14891.44100	2020-01-01	2020-01-02	2020-01-01 00:02:18	2020-01-02 03:30:39	2020-01-01 00:02:18.000	2020-01-02 03:30:39.000	138	99039	49588.5	4958850	138	99039	49588.5	4958850	-32431	32504	5024.02	502402	-126	125	1.3	130
+139	101	10129	99040	0.41741	297.41741	148.91741	14891.74174	0.41741	297.41742	148.91741	14891.74188	0.41741	297.41741	148.91741	14891.74100	2020-01-01	2020-01-02	2020-01-01 00:02:19	2020-01-02 03:30:40	2020-01-01 00:02:19.000	2020-01-02 03:30:40.000	139	99040	49589.5	4958950	139	99040	49589.5	4958950	-32430	32505	5025.02	502502	-125	126	2.3	230
+14	102	10004	99914	0.04204	300.04204	150.04204	15154.24624	0.04204	300.04205	150.04204	15154.2463	0.04204	300.04204	150.04204	15154.24604	2020-01-01	2020-01-02	2020-01-01 00:00:14	2020-01-02 03:45:14	2020-01-01 00:00:14.000	2020-01-02 03:45:14.000	14	99914	49964	5046364	14	99914	49964	5046364	-32555	32380	4543.009900990099	458844	-125	126	0.9108910891089109	92
+140	101	10130	99041	0.42042	297.42042	148.92042	14892.04204	0.42042	297.4204	148.92042	14892.04206	0.42042	297.42042	148.92042	14892.04200	2020-01-01	2020-01-02	2020-01-01 00:02:20	2020-01-02 03:30:41	2020-01-01 00:02:20.000	2020-01-02 03:30:41.000	140	99041	49590.5	4959050	140	99041	49590.5	4959050	-32429	32506	5026.02	502602	-124	127	3.3	330
+141	101	10131	99042	0.42342	297.42342	148.92342	14892.34234	0.42342	297.42343	148.92342	14892.34215	0.42342	297.42342	148.92342	14892.34200	2020-01-01	2020-01-02	2020-01-01 00:02:21	2020-01-02 03:30:42	2020-01-01 00:02:21.000	2020-01-02 03:30:42.000	141	99042	49591.5	4959150	141	99042	49591.5	4959150	-32428	32507	5027.02	502702	-128	127	1.74	174
+142	101	10132	99043	0.42642	297.42642	148.92642	14892.64264	0.42642	297.42642	148.92642	14892.64246	0.42642	297.42642	148.92642	14892.64200	2020-01-01	2020-01-02	2020-01-01 00:02:22	2020-01-02 03:30:43	2020-01-01 00:02:22.000	2020-01-02 03:30:43.000	142	99043	49592.5	4959250	142	99043	49592.5	4959250	-32427	32508	5028.02	502802	-128	123	0.18	18
+143	101	10133	99044	0.42942	297.42942	148.92942	14892.94294	0.42942	297.42944	148.92943	14892.94304	0.42942	297.42942	148.92942	14892.94200	2020-01-01	2020-01-02	2020-01-01 00:02:23	2020-01-02 03:30:44	2020-01-01 00:02:23.000	2020-01-02 03:30:44.000	143	99044	49593.5	4959350	143	99044	49593.5	4959350	-32426	32509	5029.02	502902	-127	124	1.18	118
+144	101	10134	99045	0.43243	297.43243	148.93243	14893.24324	0.43243	297.43243	148.93243	14893.24338	0.43243	297.43243	148.93243	14893.24300	2020-01-01	2020-01-02	2020-01-01 00:02:24	2020-01-02 03:30:45	2020-01-01 00:02:24.000	2020-01-02 03:30:45.000	144	99045	49594.5	4959450	144	99045	49594.5	4959450	-32425	32510	5030.02	503002	-126	125	2.18	218
+145	101	10135	99046	0.43543	297.43543	148.93543	14893.54354	0.43543	297.43542	148.93543	14893.54354	0.43543	297.43543	148.93543	14893.54300	2020-01-01	2020-01-02	2020-01-01 00:02:25	2020-01-02 03:30:46	2020-01-01 00:02:25.000	2020-01-02 03:30:46.000	145	99046	49595.5	4959550	145	99046	49595.5	4959550	-32424	32511	5031.02	503102	-125	126	3.18	318
+146	101	10136	99047	0.43843	297.43843	148.93843	14893.84384	0.43843	297.43845	148.93844	14893.84427	0.43843	297.43843	148.93843	14893.84300	2020-01-01	2020-01-02	2020-01-01 00:02:26	2020-01-02 03:30:47	2020-01-01 00:02:26.000	2020-01-02 03:30:47.000	146	99047	49596.5	4959650	146	99047	49596.5	4959650	-32423	32512	5032.02	503202	-124	127	4.18	418
+147	101	10137	99048	0.44144	297.44144	148.94144	14894.14414	0.44144	297.44144	148.94143	14894.14392	0.44144	297.44144	148.94144	14894.14400	2020-01-01	2020-01-02	2020-01-01 00:02:27	2020-01-02 03:30:48	2020-01-01 00:02:27.000	2020-01-02 03:30:48.000	147	99048	49597.5	4959750	147	99048	49597.5	4959750	-32422	32513	5033.02	503302	-128	127	2.62	262
+148	101	10138	99049	0.44444	297.44444	148.94444	14894.44444	0.44444	297.44446	148.94444	14894.4445	0.44444	297.44444	148.94444	14894.44400	2020-01-01	2020-01-02	2020-01-01 00:02:28	2020-01-02 03:30:49	2020-01-01 00:02:28.000	2020-01-02 03:30:49.000	148	99049	49598.5	4959850	148	99049	49598.5	4959850	-32421	32514	5034.02	503402	-128	127	1.06	106
+149	101	10139	99050	0.44744	297.44744	148.94744	14894.74474	0.44744	297.44745	148.94744	14894.74485	0.44744	297.44744	148.94744	14894.74400	2020-01-01	2020-01-02	2020-01-01 00:02:29	2020-01-02 03:30:50	2020-01-01 00:02:29.000	2020-01-02 03:30:50.000	149	99050	49599.5	4959950	149	99050	49599.5	4959950	-32420	32515	5035.02	503502	-128	124	-0.5	-50
+15	102	10005	99915	0.04504	300.04504	150.04504	15154.54954	0.04504	300.04504	150.04504	15154.54945	0.04504	300.04504	150.04504	15154.54904	2020-01-01	2020-01-02	2020-01-01 00:00:15	2020-01-02 03:45:15	2020-01-01 00:00:15.000	2020-01-02 03:45:15.000	15	99915	49965	5046465	15	99915	49965	5046465	-32554	32381	4544.009900990099	458945	-124	127	1.9108910891089108	193
+150	101	10140	99051	0.45045	297.45045	148.95045	14895.04504	0.45045	297.45044	148.95045	14895.04501	0.45045	297.45045	148.95045	14895.04500	2020-01-01	2020-01-02	2020-01-01 00:02:30	2020-01-02 03:30:51	2020-01-01 00:02:30.000	2020-01-02 03:30:51.000	150	99051	49600.5	4960050	150	99051	49600.5	4960050	-32419	32516	5036.02	503602	-127	125	0.5	50
+151	101	10141	99052	0.45345	297.45345	148.95345	14895.34534	0.45345	297.45346	148.95345	14895.34574	0.45345	297.45345	148.95345	14895.34500	2020-01-01	2020-01-02	2020-01-01 00:02:31	2020-01-02 03:30:52	2020-01-01 00:02:31.000	2020-01-02 03:30:52.000	151	99052	49601.5	4960150	151	99052	49601.5	4960150	-32418	32517	5037.02	503702	-126	126	1.5	150
+152	101	10142	99053	0.45645	297.45645	148.95645	14895.64564	0.45645	297.45645	148.95645	14895.6454	0.45645	297.45645	148.95645	14895.64500	2020-01-01	2020-01-02	2020-01-01 00:02:32	2020-01-02 03:30:53	2020-01-01 00:02:32.000	2020-01-02 03:30:53.000	152	99053	49602.5	4960250	152	99053	49602.5	4960250	-32417	32518	5038.02	503802	-125	127	2.5	250
+153	101	10143	99054	0.45945	297.45945	148.95945	14895.94594	0.45945	297.45947	148.95946	14895.94601	0.45945	297.45945	148.95945	14895.94500	2020-01-01	2020-01-02	2020-01-01 00:02:33	2020-01-02 03:30:54	2020-01-01 00:02:33.000	2020-01-02 03:30:54.000	153	99054	49603.5	4960350	153	99054	49603.5	4960350	-32416	32519	5039.02	503902	-128	127	0.94	94
+154	101	10144	99055	0.46246	297.46246	148.96246	14896.24624	0.46246	297.46246	148.96246	14896.24633	0.46246	297.46246	148.96246	14896.24600	2020-01-01	2020-01-02	2020-01-01 00:02:34	2020-01-02 03:30:55	2020-01-01 00:02:34.000	2020-01-02 03:30:55.000	154	99055	49604.5	4960450	154	99055	49604.5	4960450	-32415	32520	5040.02	504002	-128	127	-0.62	-62
+155	101	10145	99056	0.46546	297.46546	148.96546	14896.54654	0.46546	297.46545	148.96546	14896.54647	0.46546	297.46546	148.96546	14896.54600	2020-01-01	2020-01-02	2020-01-01 00:02:35	2020-01-02 03:30:56	2020-01-01 00:02:35.000	2020-01-02 03:30:56.000	155	99056	49605.5	4960550	155	99056	49605.5	4960550	-32414	32521	5041.02	504102	-128	123	-2.18	-218
+156	101	10146	99057	0.46846	297.46846	148.96846	14896.84684	0.46846	297.46848	148.96847	14896.84721	0.46846	297.46846	148.96846	14896.84600	2020-01-01	2020-01-02	2020-01-01 00:02:36	2020-01-02 03:30:57	2020-01-01 00:02:36.000	2020-01-02 03:30:57.000	156	99057	49606.5	4960650	156	99057	49606.5	4960650	-32413	32522	5042.02	504202	-127	124	-1.18	-118
+157	101	10147	99058	0.47147	297.47147	148.97147	14897.14714	0.47147	297.47147	148.97146	14897.14687	0.47147	297.47147	148.97147	14897.14700	2020-01-01	2020-01-02	2020-01-01 00:02:37	2020-01-02 03:30:58	2020-01-01 00:02:37.000	2020-01-02 03:30:58.000	157	99058	49607.5	4960750	157	99058	49607.5	4960750	-32412	32523	5043.02	504302	-126	125	-0.18	-18
+158	101	10148	99059	0.47447	297.47447	148.97447	14897.44744	0.47447	297.4745	148.97447	14897.44748	0.47447	297.47447	148.97447	14897.44700	2020-01-01	2020-01-02	2020-01-01 00:02:38	2020-01-02 03:30:59	2020-01-01 00:02:38.000	2020-01-02 03:30:59.000	158	99059	49608.5	4960850	158	99059	49608.5	4960850	-32411	32524	5044.02	504402	-125	126	0.82	82
+159	101	10149	99060	0.47747	297.47747	148.97747	14897.74774	0.47747	297.47748	148.97747	14897.74779	0.47747	297.47747	148.97747	14897.74700	2020-01-01	2020-01-02	2020-01-01 00:02:39	2020-01-02 03:31:00	2020-01-01 00:02:39.000	2020-01-02 03:31:00.000	159	99060	49609.5	4960950	159	99060	49609.5	4960950	-32410	32525	5045.02	504502	-124	127	1.82	182
+16	102	10006	99916	0.04804	300.04804	150.04804	15154.85285	0.04804	300.04803	150.04804	15154.85279	0.04804	300.04804	150.04804	15154.85204	2020-01-01	2020-01-02	2020-01-01 00:00:16	2020-01-02 03:45:16	2020-01-01 00:00:16.000	2020-01-02 03:45:16.000	16	99916	49966	5046566	16	99916	49966	5046566	-32553	32382	4545.009900990099	459046	-128	127	0.37623762376237624	38
+160	101	10150	99061	0.48048	297.48048	148.98048	14898.04804	0.48048	297.48047	148.98048	14898.0481	0.48048	297.48048	148.98048	14898.04800	2020-01-01	2020-01-02	2020-01-01 00:02:40	2020-01-02 03:31:01	2020-01-01 00:02:40.000	2020-01-02 03:31:01.000	160	99061	49610.5	4961050	160	99061	49610.5	4961050	-32409	32526	5046.02	504602	-128	127	0.26	26
+161	101	10151	99062	0.48348	297.48348	148.98348	14898.34834	0.48348	297.4835	148.98348	14898.34868	0.48348	297.48348	148.98348	14898.34800	2020-01-01	2020-01-02	2020-01-01 00:02:41	2020-01-02 03:31:02	2020-01-01 00:02:41.000	2020-01-02 03:31:02.000	161	99062	49611.5	4961150	161	99062	49611.5	4961150	-32408	32527	5047.02	504702	-128	123	-1.3	-130
+162	101	10152	99063	0.48648	297.48648	148.98648	14898.64864	0.48648	297.48648	148.98648	14898.64837	0.48648	297.48648	148.98648	14898.64800	2020-01-01	2020-01-02	2020-01-01 00:02:42	2020-01-02 03:31:03	2020-01-01 00:02:42.000	2020-01-02 03:31:03.000	162	99063	49612.5	4961250	162	99063	49612.5	4961250	-32407	32528	5048.02	504802	-127	124	-0.3	-30
+163	101	10153	99064	0.48948	297.48948	148.98948	14898.94894	0.48948	297.4895	148.98948	14898.94895	0.48948	297.48948	148.98948	14898.94800	2020-01-01	2020-01-02	2020-01-01 00:02:43	2020-01-02 03:31:04	2020-01-01 00:02:43.000	2020-01-02 03:31:04.000	163	99064	49613.5	4961350	163	99064	49613.5	4961350	-32406	32529	5049.02	504902	-126	125	0.7	70
+164	101	10154	99065	0.49249	297.49249	148.99249	14899.24924	0.49249	297.4925	148.99249	14899.24926	0.49249	297.49249	148.99249	14899.24900	2020-01-01	2020-01-02	2020-01-01 00:02:44	2020-01-02 03:31:05	2020-01-01 00:02:44.000	2020-01-02 03:31:05.000	164	99065	49614.5	4961450	164	99065	49614.5	4961450	-32405	32530	5050.02	505002	-125	126	1.7	170
+165	101	10155	99066	0.49549	297.49549	148.99549	14899.54954	0.49549	297.49548	148.99549	14899.54957	0.49549	297.49549	148.99549	14899.54900	2020-01-01	2020-01-02	2020-01-01 00:02:45	2020-01-02 03:31:06	2020-01-01 00:02:45.000	2020-01-02 03:31:06.000	165	99066	49615.5	4961550	165	99066	49615.5	4961550	-32404	32531	5051.02	505102	-124	127	2.7	270
+166	101	10156	99067	0.49849	297.49849	148.99849	14899.84984	0.49849	297.4985	148.9985	14899.85015	0.49849	297.49849	148.99849	14899.84900	2020-01-01	2020-01-02	2020-01-01 00:02:46	2020-01-02 03:31:07	2020-01-01 00:02:46.000	2020-01-02 03:31:07.000	166	99067	49616.5	4961650	166	99067	49616.5	4961650	-32403	32532	5052.02	505202	-128	127	1.14	114
+167	101	10157	99068	0.5015	297.5015	149.0015	14900.15015	0.5015	297.5015	149.00149	14900.14984	0.50150	297.50150	149.00150	14900.15000	2020-01-01	2020-01-02	2020-01-01 00:02:47	2020-01-02 03:31:08	2020-01-01 00:02:47.000	2020-01-02 03:31:08.000	167	99068	49617.5	4961750	167	99068	49617.5	4961750	-32402	32533	5053.02	505302	-128	123	-0.42	-42
+168	101	10158	99069	0.5045	297.5045	149.0045	14900.45045	0.5045	297.50452	149.0045	14900.45042	0.50450	297.50450	149.00450	14900.45000	2020-01-01	2020-01-02	2020-01-01 00:02:48	2020-01-02 03:31:09	2020-01-01 00:02:48.000	2020-01-02 03:31:09.000	168	99069	49618.5	4961850	168	99069	49618.5	4961850	-32401	32534	5054.02	505402	-127	124	0.58	58
+169	101	10159	99070	0.5075	297.5075	149.0075	14900.75075	0.5075	297.5075	149.0075	14900.75073	0.50750	297.50750	149.00750	14900.75000	2020-01-01	2020-01-02	2020-01-01 00:02:49	2020-01-02 03:31:10	2020-01-01 00:02:49.000	2020-01-02 03:31:10.000	169	99070	49619.5	4961950	169	99070	49619.5	4961950	-32400	32535	5055.02	505502	-126	125	1.58	158
+17	102	10007	99917	0.05105	300.05105	150.05105	15155.15615	0.05105	300.05106	150.05105	15155.15638	0.05105	300.05105	150.05105	15155.15605	2020-01-01	2020-01-02	2020-01-01 00:00:17	2020-01-02 03:45:17	2020-01-01 00:00:17.000	2020-01-02 03:45:17.000	17	99917	49967	5046667	17	99917	49967	5046667	-32552	32383	4546.009900990099	459147	-128	127	-1.1584158415841583	-117
+170	101	10160	99071	0.51051	297.51051	149.01051	14901.05105	0.51051	297.5105	149.01051	14901.05104	0.51051	297.51051	149.01051	14901.05100	2020-01-01	2020-01-02	2020-01-01 00:02:50	2020-01-02 03:31:11	2020-01-01 00:02:50.000	2020-01-02 03:31:11.000	170	99071	49620.5	4962050	170	99071	49620.5	4962050	-32399	32536	5056.02	505602	-125	126	2.58	258
+171	101	10161	99072	0.51351	297.51351	149.01351	14901.35135	0.51351	297.51352	149.01351	14901.35162	0.51351	297.51351	149.01351	14901.35100	2020-01-01	2020-01-02	2020-01-01 00:02:51	2020-01-02 03:31:12	2020-01-01 00:02:51.000	2020-01-02 03:31:12.000	171	99072	49621.5	4962150	171	99072	49621.5	4962150	-32398	32537	5057.02	505702	-124	127	3.58	358
+172	101	10162	99073	0.51651	297.51651	149.01651	14901.65165	0.51651	297.5165	149.01651	14901.65131	0.51651	297.51651	149.01651	14901.65100	2020-01-01	2020-01-02	2020-01-01 00:02:52	2020-01-02 03:31:13	2020-01-01 00:02:52.000	2020-01-02 03:31:13.000	172	99073	49622.5	4962250	172	99073	49622.5	4962250	-32397	32538	5058.02	505802	-128	127	2.02	202
+173	101	10163	99074	0.51951	297.51951	149.01951	14901.95195	0.51951	297.51953	149.01951	14901.95189	0.51951	297.51951	149.01951	14901.95100	2020-01-01	2020-01-02	2020-01-01 00:02:53	2020-01-02 03:31:14	2020-01-01 00:02:53.000	2020-01-02 03:31:14.000	173	99074	49623.5	4962350	173	99074	49623.5	4962350	-32396	32539	5059.02	505902	-128	127	0.46	46
+174	101	10164	99075	0.52252	297.52252	149.02252	14902.25225	0.52252	297.52252	149.02252	14902.2522	0.52252	297.52252	149.02252	14902.25200	2020-01-01	2020-01-02	2020-01-01 00:02:54	2020-01-02 03:31:15	2020-01-01 00:02:54.000	2020-01-02 03:31:15.000	174	99075	49624.5	4962450	174	99075	49624.5	4962450	-32395	32540	5060.02	506002	-128	124	-1.1	-110
+175	101	10165	99076	0.52552	297.52552	149.02552	14902.55255	0.52552	297.5255	149.02552	14902.55251	0.52552	297.52552	149.02552	14902.55200	2020-01-01	2020-01-02	2020-01-01 00:02:55	2020-01-02 03:31:16	2020-01-01 00:02:55.000	2020-01-02 03:31:16.000	175	99076	49625.5	4962550	175	99076	49625.5	4962550	-32394	32541	5061.02	506102	-127	125	-0.1	-10
+176	101	10166	99077	0.52852	297.52852	149.02852	14902.85285	0.52852	297.52853	149.02853	14902.85312	0.52852	297.52852	149.02852	14902.85200	2020-01-01	2020-01-02	2020-01-01 00:02:56	2020-01-02 03:31:17	2020-01-01 00:02:56.000	2020-01-02 03:31:17.000	176	99077	49626.5	4962650	176	99077	49626.5	4962650	-32393	32542	5062.02	506202	-126	126	0.9	90
+177	101	10167	99078	0.53153	297.53153	149.03153	14903.15315	0.53153	297.53152	149.03152	14903.15278	0.53153	297.53153	149.03153	14903.15300	2020-01-01	2020-01-02	2020-01-01 00:02:57	2020-01-02 03:31:18	2020-01-01 00:02:57.000	2020-01-02 03:31:18.000	177	99078	49627.5	4962750	177	99078	49627.5	4962750	-32392	32543	5063.02	506302	-125	127	1.9	190
+178	101	10168	99079	0.53453	297.53453	149.03453	14903.45345	0.53453	297.53455	149.03453	14903.45352	0.53453	297.53453	149.03453	14903.45300	2020-01-01	2020-01-02	2020-01-01 00:02:58	2020-01-02 03:31:19	2020-01-01 00:02:58.000	2020-01-02 03:31:19.000	178	99079	49628.5	4962850	178	99079	49628.5	4962850	-32391	32544	5064.02	506402	-128	127	0.34	34
+179	101	10169	99080	0.53753	297.53753	149.03753	14903.75375	0.53753	297.53754	149.03753	14903.75366	0.53753	297.53753	149.03753	14903.75300	2020-01-01	2020-01-02	2020-01-01 00:02:59	2020-01-02 03:31:20	2020-01-01 00:02:59.000	2020-01-02 03:31:20.000	179	99080	49629.5	4962950	179	99080	49629.5	4962950	-32390	32545	5065.02	506502	-128	127	-1.22	-122
+18	102	10008	99918	0.05405	300.05405	150.05405	15155.45945	0.05405	300.05405	150.05404	15155.45903	0.05405	300.05405	150.05405	15155.45905	2020-01-01	2020-01-02	2020-01-01 00:00:18	2020-01-02 03:45:18	2020-01-01 00:00:18.000	2020-01-02 03:45:18.000	18	99918	49968	5046768	18	99918	49968	5046768	-32551	32384	4547.009900990099	459248	-128	124	-2.6930693069306932	-272
+180	101	10170	99081	0.54054	297.54054	149.04054	14904.05405	0.54054	297.54053	149.04053	14904.05398	0.54054	297.54054	149.04054	14904.05400	2020-01-01	2020-01-02	2020-01-01 00:03:00	2020-01-02 03:31:21	2020-01-01 00:03:00.000	2020-01-02 03:31:21.000	180	99081	49630.5	4963050	180	99081	49630.5	4963050	-32389	32546	5066.02	506602	-128	123	-2.78	-278
+181	101	10171	99082	0.54354	297.54354	149.04354	14904.35435	0.54354	297.54355	149.04354	14904.35459	0.54354	297.54354	149.04354	14904.35400	2020-01-01	2020-01-02	2020-01-01 00:03:01	2020-01-02 03:31:22	2020-01-01 00:03:01.000	2020-01-02 03:31:22.000	181	99082	49631.5	4963150	181	99082	49631.5	4963150	-32388	32547	5067.02	506702	-127	124	-1.78	-178
+182	101	10172	99083	0.54654	297.54654	149.04654	14904.65465	0.54654	297.54654	149.04654	14904.65425	0.54654	297.54654	149.04654	14904.65400	2020-01-01	2020-01-02	2020-01-01 00:03:02	2020-01-02 03:31:23	2020-01-01 00:03:02.000	2020-01-02 03:31:23.000	182	99083	49632.5	4963250	182	99083	49632.5	4963250	-32387	32548	5068.02	506802	-126	125	-0.78	-78
+183	101	10173	99084	0.54954	297.54954	149.04954	14904.95495	0.54954	297.54956	149.04954	14904.95498	0.54954	297.54954	149.04954	14904.95400	2020-01-01	2020-01-02	2020-01-01 00:03:03	2020-01-02 03:31:24	2020-01-01 00:03:03.000	2020-01-02 03:31:24.000	183	99084	49633.5	4963350	183	99084	49633.5	4963350	-32386	32549	5069.02	506902	-125	126	0.22	22
+184	101	10174	99085	0.55255	297.55255	149.05255	14905.25525	0.55255	297.55255	149.05255	14905.25514	0.55255	297.55255	149.05255	14905.25500	2020-01-01	2020-01-02	2020-01-01 00:03:04	2020-01-02 03:31:25	2020-01-01 00:03:04.000	2020-01-02 03:31:25.000	184	99085	49634.5	4963450	184	99085	49634.5	4963450	-32385	32550	5070.02	507002	-124	127	1.22	122
+185	101	10175	99086	0.55555	297.55555	149.05555	14905.55555	0.55555	297.55554	149.05555	14905.55549	0.55555	297.55555	149.05555	14905.55500	2020-01-01	2020-01-02	2020-01-01 00:03:05	2020-01-02 03:31:26	2020-01-01 00:03:05.000	2020-01-02 03:31:26.000	185	99086	49635.5	4963550	185	99086	49635.5	4963550	-32384	32551	5071.02	507102	-128	127	-0.34	-34
+186	101	10176	99087	0.55855	297.55855	149.05855	14905.85585	0.55855	297.55856	149.05856	14905.85607	0.55855	297.55855	149.05855	14905.85500	2020-01-01	2020-01-02	2020-01-01 00:03:06	2020-01-02 03:31:27	2020-01-01 00:03:06.000	2020-01-02 03:31:27.000	186	99087	49636.5	4963650	186	99087	49636.5	4963650	-32383	32552	5072.02	507202	-128	123	-1.9	-190
+187	101	10177	99088	0.56156	297.56156	149.06156	14906.15615	0.56156	297.56155	149.06155	14906.15572	0.56156	297.56156	149.06156	14906.15600	2020-01-01	2020-01-02	2020-01-01 00:03:07	2020-01-02 03:31:28	2020-01-01 00:03:07.000	2020-01-02 03:31:28.000	187	99088	49637.5	4963750	187	99088	49637.5	4963750	-32382	32553	5073.02	507302	-127	124	-0.9	-90
+188	101	10178	99089	0.56456	297.56456	149.06456	14906.45645	0.56456	297.56458	149.06456	14906.45645	0.56456	297.56456	149.06456	14906.45600	2020-01-01	2020-01-02	2020-01-01 00:03:08	2020-01-02 03:31:29	2020-01-01 00:03:08.000	2020-01-02 03:31:29.000	188	99089	49638.5	4963850	188	99089	49638.5	4963850	-32381	32554	5074.02	507402	-126	125	0.1	10
+189	101	10179	99090	0.56756	297.56756	149.06756	14906.75675	0.56756	297.56757	149.06756	14906.75661	0.56756	297.56756	149.06756	14906.75600	2020-01-01	2020-01-02	2020-01-01 00:03:09	2020-01-02 03:31:30	2020-01-01 00:03:09.000	2020-01-02 03:31:30.000	189	99090	49639.5	4963950	189	99090	49639.5	4963950	-32380	32555	5075.02	507502	-125	126	1.1	110
+19	102	10009	99919	0.05705	300.05705	150.05705	15155.76276	0.05705	300.05707	150.05705	15155.76279	0.05705	300.05705	150.05705	15155.76205	2020-01-01	2020-01-02	2020-01-01 00:00:19	2020-01-02 03:45:19	2020-01-01 00:00:19.000	2020-01-02 03:45:19.000	19	99919	49969	5046869	19	99919	49969	5046869	-32550	32385	4548.009900990099	459349	-127	125	-1.693069306930693	-171
+190	101	10180	99091	0.57057	297.57057	149.07057	14907.05705	0.57057	297.57056	149.07056	14907.05695	0.57057	297.57057	149.07057	14907.05700	2020-01-01	2020-01-02	2020-01-01 00:03:10	2020-01-02 03:31:31	2020-01-01 00:03:10.000	2020-01-02 03:31:31.000	190	99091	49640.5	4964050	190	99091	49640.5	4964050	-32379	32556	5076.02	507602	-124	127	2.1	210
+191	101	10181	99092	0.57357	297.57357	149.07357	14907.35735	0.57357	297.57358	149.07357	14907.35753	0.57357	297.57357	149.07357	14907.35700	2020-01-01	2020-01-02	2020-01-01 00:03:11	2020-01-02 03:31:32	2020-01-01 00:03:11.000	2020-01-02 03:31:32.000	191	99092	49641.5	4964150	191	99092	49641.5	4964150	-32378	32557	5077.02	507702	-128	127	0.54	54
+192	101	10182	99093	0.57657	297.57657	149.07657	14907.65765	0.57657	297.57657	149.07657	14907.65784	0.57657	297.57657	149.07657	14907.65700	2020-01-01	2020-01-02	2020-01-01 00:03:12	2020-01-02 03:31:33	2020-01-01 00:03:12.000	2020-01-02 03:31:33.000	192	99093	49642.5	4964250	192	99093	49642.5	4964250	-32377	32558	5078.02	507802	-128	123	-1.02	-102
+193	101	10183	99094	0.57957	297.57957	149.07957	14907.95795	0.57957	297.5796	149.07957	14907.95793	0.57957	297.57957	149.07957	14907.95700	2020-01-01	2020-01-02	2020-01-01 00:03:13	2020-01-02 03:31:34	2020-01-01 00:03:13.000	2020-01-02 03:31:34.000	193	99094	49643.5	4964350	193	99094	49643.5	4964350	-32376	32559	5079.02	507902	-127	124	-0.02	-2
+194	101	10184	99095	0.58258	297.58258	149.08258	14908.25825	0.58258	297.58258	149.08258	14908.25811	0.58258	297.58258	149.08258	14908.25800	2020-01-01	2020-01-02	2020-01-01 00:03:14	2020-01-02 03:31:35	2020-01-01 00:03:14.000	2020-01-02 03:31:35.000	194	99095	49644.5	4964450	194	99095	49644.5	4964450	-32375	32560	5080.02	508002	-126	125	0.98	98
+195	101	10185	99096	0.58558	297.58558	149.08558	14908.55855	0.58558	297.58557	149.08558	14908.55842	0.58558	297.58558	149.08558	14908.55800	2020-01-01	2020-01-02	2020-01-01 00:03:15	2020-01-02 03:31:36	2020-01-01 00:03:15.000	2020-01-02 03:31:36.000	195	99096	49645.5	4964550	195	99096	49645.5	4964550	-32374	32561	5081.02	508102	-125	126	1.98	198
+196	101	10186	99097	0.58858	297.58858	149.08858	14908.85885	0.58858	297.5886	149.08859	14908.859	0.58858	297.58858	149.08858	14908.85800	2020-01-01	2020-01-02	2020-01-01 00:03:16	2020-01-02 03:31:37	2020-01-01 00:03:16.000	2020-01-02 03:31:37.000	196	99097	49646.5	4964650	196	99097	49646.5	4964650	-32373	32562	5082.02	508202	-124	127	2.98	298
+197	101	10187	99098	0.59159	297.59159	149.09159	14909.15915	0.59159	297.59158	149.09159	14909.15931	0.59159	297.59159	149.09159	14909.15900	2020-01-01	2020-01-02	2020-01-01 00:03:17	2020-01-02 03:31:38	2020-01-01 00:03:17.000	2020-01-02 03:31:38.000	197	99098	49647.5	4964750	197	99098	49647.5	4964750	-32372	32563	5083.02	508302	-128	127	1.42	142
+198	101	10188	99099	0.59459	297.59459	149.09459	14909.45945	0.59459	297.5946	149.09459	14909.4594	0.59459	297.59459	149.09459	14909.45900	2020-01-01	2020-01-02	2020-01-01 00:03:18	2020-01-02 03:31:39	2020-01-01 00:03:18.000	2020-01-02 03:31:39.000	198	99099	49648.5	4964850	198	99099	49648.5	4964850	-32371	32564	5084.02	508402	-128	127	-0.14	-14
+199	101	10189	99100	0.59759	297.59759	149.09759	14909.75975	0.59759	297.5976	149.09759	14909.75958	0.59759	297.59759	149.09759	14909.75900	2020-01-01	2020-01-02	2020-01-01 00:03:19	2020-01-02 03:31:40	2020-01-01 00:03:19.000	2020-01-02 03:31:40.000	199	99100	49649.5	4964950	199	99100	49649.5	4964950	-32370	32565	5085.02	508502	-128	124	-1.7	-170
+2	102	1001	9992	0.006	300.006	150.006	15150.6066	0.006	300.006	150.006	15150.6069	0.00600	300.00600	150.00600	15150.60600	2020-01-01	2020-01-02	2020-01-01 00:00:02	2020-01-02 03:45:02	2020-01-01 00:00:02.000	2020-01-02 03:45:02.000	2	99902	49952	5045152	2	99902	49952	5045152	-32567	32368	4531.009900990099	457632	-125	126	-0.9504950495049505	-96
+20	102	10010	99920	0.06006	300.06006	150.06006	15156.06606	0.06006	300.06006	150.06005	15156.06593	0.06006	300.06006	150.06006	15156.06606	2020-01-01	2020-01-02	2020-01-01 00:00:20	2020-01-02 03:45:20	2020-01-01 00:00:20.000	2020-01-02 03:45:20.000	20	99920	49970	5046970	20	99920	49970	5046970	-32549	32386	4549.009900990099	459450	-126	126	-0.693069306930693	-70
+200	101	10190	99101	0.6006	297.6006	149.1006	14910.06006	0.6006	297.6006	149.10059	14910.0599	0.60060	297.60060	149.10060	14910.06000	2020-01-01	2020-01-02	2020-01-01 00:03:20	2020-01-02 03:31:41	2020-01-01 00:03:20.000	2020-01-02 03:31:41.000	200	99101	49650.5	4965050	200	99101	49650.5	4965050	-32369	32566	5086.02	508602	-127	125	-0.7	-70
+201	101	10191	99102	0.6036	297.6036	149.1036	14910.36036	0.6036	297.6036	149.1036	14910.36063	0.60360	297.60360	149.10360	14910.36000	2020-01-01	2020-01-02	2020-01-01 00:03:21	2020-01-02 03:31:42	2020-01-01 00:03:21.000	2020-01-02 03:31:42.000	201	99102	49651.5	4965150	201	99102	49651.5	4965150	-32368	32567	5087.02	508702	-126	126	0.3	30
+202	101	10192	99103	0.6066	297.6066	149.1066	14910.66066	0.6066	297.6066	149.1066	14910.66078	0.60660	297.60660	149.10660	14910.66000	2020-01-01	2020-01-02	2020-01-01 00:03:22	2020-01-02 03:31:43	2020-01-01 00:03:22.000	2020-01-02 03:31:43.000	202	99103	49652.5	4965250	202	99103	49652.5	4965250	-32367	32568	5088.02	508802	-125	127	1.3	130
+203	101	10193	99104	0.6096	297.6096	149.1096	14910.96096	0.6096	297.60962	149.1096	14910.9609	0.60960	297.60960	149.10960	14910.96000	2020-01-01	2020-01-02	2020-01-01 00:03:23	2020-01-02 03:31:44	2020-01-01 00:03:23.000	2020-01-02 03:31:44.000	203	99104	49653.5	4965350	203	99104	49653.5	4965350	-32366	32569	5089.02	508902	-128	127	-0.26	-26
+204	101	10194	99105	0.61261	297.61261	149.11261	14911.26126	0.61261	297.6126	149.11261	14911.26105	0.61261	297.61261	149.11261	14911.26100	2020-01-01	2020-01-02	2020-01-01 00:03:24	2020-01-02 03:31:45	2020-01-01 00:03:24.000	2020-01-02 03:31:45.000	204	99105	49654.5	4965450	204	99105	49654.5	4965450	-32365	32570	5090.02	509002	-128	127	-1.82	-182
+205	101	10195	99106	0.61561	297.61561	149.11561	14911.56156	0.61561	297.6156	149.11561	14911.56137	0.61561	297.61561	149.11561	14911.56100	2020-01-01	2020-01-02	2020-01-01 00:03:25	2020-01-02 03:31:46	2020-01-01 00:03:25.000	2020-01-02 03:31:46.000	205	99106	49655.5	4965550	205	99106	49655.5	4965550	-32364	32571	5091.02	509102	-128	123	-3.38	-338
+206	101	10196	99107	0.61861	297.61861	149.11861	14911.86186	0.61861	297.61862	149.11862	14911.8621	0.61861	297.61861	149.11861	14911.86100	2020-01-01	2020-01-02	2020-01-01 00:03:26	2020-01-02 03:31:47	2020-01-01 00:03:26.000	2020-01-02 03:31:47.000	206	99107	49656.5	4965650	206	99107	49656.5	4965650	-32363	32572	5092.02	509202	-127	124	-2.38	-238
+207	101	10197	99108	0.62162	297.62162	149.12162	14912.16216	0.62162	297.6216	149.12162	14912.16225	0.62162	297.62162	149.12162	14912.16200	2020-01-01	2020-01-02	2020-01-01 00:03:27	2020-01-02 03:31:48	2020-01-01 00:03:27.000	2020-01-02 03:31:48.000	207	99108	49657.5	4965750	207	99108	49657.5	4965750	-32362	32573	5093.02	509302	-126	125	-1.38	-138
+208	101	10198	99109	0.62462	297.62462	149.12462	14912.46246	0.62462	297.62463	149.12462	14912.46237	0.62462	297.62462	149.12462	14912.46200	2020-01-01	2020-01-02	2020-01-01 00:03:28	2020-01-02 03:31:49	2020-01-01 00:03:28.000	2020-01-02 03:31:49.000	208	99109	49658.5	4965850	208	99109	49658.5	4965850	-32361	32574	5094.02	509402	-125	126	-0.38	-38
+209	101	10199	99110	0.62762	297.62762	149.12762	14912.76276	0.62762	297.62762	149.12762	14912.76253	0.62762	297.62762	149.12762	14912.76200	2020-01-01	2020-01-02	2020-01-01 00:03:29	2020-01-02 03:31:50	2020-01-01 00:03:29.000	2020-01-02 03:31:50.000	209	99110	49659.5	4965950	209	99110	49659.5	4965950	-32360	32575	5095.02	509502	-124	127	0.62	62
+21	102	10011	99921	0.06306	300.06306	150.06306	15156.36936	0.06306	300.06305	150.06306	15156.36927	0.06306	300.06306	150.06306	15156.36906	2020-01-01	2020-01-02	2020-01-01 00:00:21	2020-01-02 03:45:21	2020-01-01 00:00:21.000	2020-01-02 03:45:21.000	21	99921	49971	5047071	21	99921	49971	5047071	-32548	32387	4550.009900990099	459551	-125	127	0.3069306930693069	31
+210	101	10200	99111	0.63063	297.63063	149.13063	14913.06306	0.63063	297.63065	149.13063	14913.06326	0.63063	297.63063	149.13063	14913.06300	2020-01-01	2020-01-02	2020-01-01 00:03:30	2020-01-02 03:31:51	2020-01-01 00:03:30.000	2020-01-02 03:31:51.000	210	99111	49660.5	4966050	210	99111	49660.5	4966050	-32359	32576	5096.02	509602	-128	127	-0.94	-94
+211	101	10201	99112	0.63363	297.63363	149.13363	14913.36336	0.63363	297.63364	149.13363	14913.36357	0.63363	297.63363	149.13363	14913.36300	2020-01-01	2020-01-02	2020-01-01 00:03:31	2020-01-02 03:31:52	2020-01-01 00:03:31.000	2020-01-02 03:31:52.000	211	99112	49661.5	4966150	211	99112	49661.5	4966150	-32358	32577	5097.02	509702	-128	123	-2.5	-250
+212	101	10202	99113	0.63663	297.63663	149.13663	14913.66366	0.63663	297.63663	149.13663	14913.66372	0.63663	297.63663	149.13663	14913.66300	2020-01-01	2020-01-02	2020-01-01 00:03:32	2020-01-02 03:31:53	2020-01-01 00:03:32.000	2020-01-02 03:31:53.000	212	99113	49662.5	4966250	212	99113	49662.5	4966250	-32357	32578	5098.02	509802	-127	124	-1.5	-150
+213	101	10203	99114	0.63963	297.63963	149.13963	14913.96396	0.63963	297.63965	149.13963	14913.96384	0.63963	297.63963	149.13963	14913.96300	2020-01-01	2020-01-02	2020-01-01 00:03:33	2020-01-02 03:31:54	2020-01-01 00:03:33.000	2020-01-02 03:31:54.000	213	99114	49663.5	4966350	213	99114	49663.5	4966350	-32356	32579	5099.02	509902	-126	125	-0.5	-50
+214	101	10204	99115	0.64264	297.64264	149.14264	14914.26426	0.64264	297.64264	149.14263	14914.26399	0.64264	297.64264	149.14264	14914.26400	2020-01-01	2020-01-02	2020-01-01 00:03:34	2020-01-02 03:31:55	2020-01-01 00:03:34.000	2020-01-02 03:31:55.000	214	99115	49664.5	4966450	214	99115	49664.5	4966450	-32355	32580	5100.02	510002	-125	126	0.5	50
+215	101	10205	99116	0.64564	297.64564	149.14564	14914.56456	0.64564	297.64566	149.14564	14914.56473	0.64564	297.64564	149.14564	14914.56400	2020-01-01	2020-01-02	2020-01-01 00:03:35	2020-01-02 03:31:56	2020-01-01 00:03:35.000	2020-01-02 03:31:56.000	215	99116	49665.5	4966550	215	99116	49665.5	4966550	-32354	32581	5101.02	510102	-124	127	1.5	150
+216	101	10206	99117	0.64864	297.64864	149.14864	14914.86486	0.64864	297.64865	149.14865	14914.86504	0.64864	297.64864	149.14864	14914.86400	2020-01-01	2020-01-02	2020-01-01 00:03:36	2020-01-02 03:31:57	2020-01-01 00:03:36.000	2020-01-02 03:31:57.000	216	99117	49666.5	4966650	216	99117	49666.5	4966650	-32353	32582	5102.02	510202	-128	127	-0.06	-6
+217	101	10207	99118	0.65165	297.65165	149.15165	14915.16516	0.65165	297.65164	149.15165	14915.16523	0.65165	297.65165	149.15165	14915.16500	2020-01-01	2020-01-02	2020-01-01 00:03:37	2020-01-02 03:31:58	2020-01-01 00:03:37.000	2020-01-02 03:31:58.000	217	99118	49667.5	4966750	217	99118	49667.5	4966750	-32352	32583	5103.02	510302	-128	123	-1.62	-162
+218	101	10208	99119	0.65465	297.65465	149.15465	14915.46546	0.65465	297.65466	149.15465	14915.46531	0.65465	297.65465	149.15465	14915.46500	2020-01-01	2020-01-02	2020-01-01 00:03:38	2020-01-02 03:31:59	2020-01-01 00:03:38.000	2020-01-02 03:31:59.000	218	99119	49668.5	4966850	218	99119	49668.5	4966850	-32351	32584	5104.02	510402	-127	124	-0.62	-62
+219	101	10209	99120	0.65765	297.65765	149.15765	14915.76576	0.65765	297.65765	149.15765	14915.76562	0.65765	297.65765	149.15765	14915.76500	2020-01-01	2020-01-02	2020-01-01 00:03:39	2020-01-02 03:32:00	2020-01-01 00:03:39.000	2020-01-02 03:32:00.000	219	99120	49669.5	4966950	219	99120	49669.5	4966950	-32350	32585	5105.02	510502	-126	125	0.38	38
+22	102	10012	99922	0.06606	300.06606	150.06606	15156.67267	0.06606	300.06607	150.06606	15156.67287	0.06606	300.06606	150.06606	15156.67206	2020-01-01	2020-01-02	2020-01-01 00:00:22	2020-01-02 03:45:22	2020-01-01 00:00:22.000	2020-01-02 03:45:22.000	22	99922	49972	5047172	22	99922	49972	5047172	-32547	32388	4551.009900990099	459652	-128	127	-1.2277227722772277	-124
+220	101	10210	99121	0.66066	297.66066	149.16066	14916.06606	0.66066	297.66068	149.16066	14916.06619	0.66066	297.66066	149.16066	14916.06600	2020-01-01	2020-01-02	2020-01-01 00:03:40	2020-01-02 03:32:01	2020-01-01 00:03:40.000	2020-01-02 03:32:01.000	220	99121	49670.5	4967050	220	99121	49670.5	4967050	-32349	32586	5106.02	510602	-125	126	1.38	138
+221	101	10211	99122	0.66366	297.66366	149.16366	14916.36636	0.66366	297.66367	149.16366	14916.36651	0.66366	297.66366	149.16366	14916.36600	2020-01-01	2020-01-02	2020-01-01 00:03:41	2020-01-02 03:32:02	2020-01-01 00:03:41.000	2020-01-02 03:32:02.000	221	99122	49671.5	4967150	221	99122	49671.5	4967150	-32348	32587	5107.02	510702	-124	127	2.38	238
+222	101	10212	99123	0.66666	297.66666	149.16666	14916.66666	0.66666	297.66666	149.16666	14916.6667	0.66666	297.66666	149.16666	14916.66600	2020-01-01	2020-01-02	2020-01-01 00:03:42	2020-01-02 03:32:03	2020-01-01 00:03:42.000	2020-01-02 03:32:03.000	222	99123	49672.5	4967250	222	99123	49672.5	4967250	-32347	32588	5108.02	510802	-128	127	0.82	82
+223	101	10213	99124	0.66966	297.66966	149.16966	14916.96696	0.66966	297.66968	149.16966	14916.96678	0.66966	297.66966	149.16966	14916.96600	2020-01-01	2020-01-02	2020-01-01 00:03:43	2020-01-02 03:32:04	2020-01-01 00:03:43.000	2020-01-02 03:32:04.000	223	99124	49673.5	4967350	223	99124	49673.5	4967350	-32346	32589	5109.02	510902	-128	127	-0.74	-74
+224	101	10214	99125	0.67267	297.67267	149.17267	14917.26726	0.67267	297.67267	149.17267	14917.26709	0.67267	297.67267	149.17267	14917.26700	2020-01-01	2020-01-02	2020-01-01 00:03:44	2020-01-02 03:32:05	2020-01-01 00:03:44.000	2020-01-02 03:32:05.000	224	99125	49674.5	4967450	224	99125	49674.5	4967450	-32345	32590	5110.02	511002	-128	124	-2.3	-230
+225	101	10215	99126	0.67567	297.67567	149.17567	14917.56756	0.67567	297.6757	149.17567	14917.56767	0.67567	297.67567	149.17567	14917.56700	2020-01-01	2020-01-02	2020-01-01 00:03:45	2020-01-02 03:32:06	2020-01-01 00:03:45.000	2020-01-02 03:32:06.000	225	99126	49675.5	4967550	225	99126	49675.5	4967550	-32344	32591	5111.02	511102	-127	125	-1.3	-130
+226	101	10216	99127	0.67867	297.67867	149.17867	14917.86786	0.67867	297.67868	149.17868	14917.86802	0.67867	297.67867	149.17867	14917.86700	2020-01-01	2020-01-02	2020-01-01 00:03:46	2020-01-02 03:32:07	2020-01-01 00:03:46.000	2020-01-02 03:32:07.000	226	99127	49676.5	4967650	226	99127	49676.5	4967650	-32343	32592	5112.02	511202	-126	126	-0.3	-30
+227	101	10217	99128	0.68168	297.68168	149.18168	14918.16816	0.68168	297.68167	149.18168	14918.16817	0.68168	297.68168	149.18168	14918.16800	2020-01-01	2020-01-02	2020-01-01 00:03:47	2020-01-02 03:32:08	2020-01-01 00:03:47.000	2020-01-02 03:32:08.000	227	99128	49677.5	4967750	227	99128	49677.5	4967750	-32342	32593	5113.02	511302	-125	127	0.7	70
+228	101	10218	99129	0.68468	297.68468	149.18468	14918.46846	0.68468	297.6847	149.18468	14918.46825	0.68468	297.68468	149.18468	14918.46800	2020-01-01	2020-01-02	2020-01-01 00:03:48	2020-01-02 03:32:09	2020-01-01 00:03:48.000	2020-01-02 03:32:09.000	228	99129	49678.5	4967850	228	99129	49678.5	4967850	-32341	32594	5114.02	511402	-128	127	-0.86	-86
+229	101	10219	99130	0.68768	297.68768	149.18768	14918.76876	0.68768	297.68768	149.18768	14918.76855	0.68768	297.68768	149.18768	14918.76800	2020-01-01	2020-01-02	2020-01-01 00:03:49	2020-01-02 03:32:10	2020-01-01 00:03:49.000	2020-01-02 03:32:10.000	229	99130	49679.5	4967950	229	99130	49679.5	4967950	-32340	32595	5115.02	511502	-128	127	-2.42	-242
+23	102	10013	99923	0.06906	300.06906	150.06906	15156.97597	0.06906	300.06906	150.06907	15156.97617	0.06906	300.06906	150.06906	15156.97506	2020-01-01	2020-01-02	2020-01-01 00:00:23	2020-01-02 03:45:23	2020-01-01 00:00:23.000	2020-01-02 03:45:23.000	23	99923	49973	5047273	23	99923	49973	5047273	-32546	32389	4552.009900990099	459753	-128	127	-2.762376237623762	-279
+230	101	10220	99131	0.69069	297.69069	149.19069	14919.06906	0.69069	297.6907	149.19069	14919.06914	0.69069	297.69069	149.19069	14919.06900	2020-01-01	2020-01-02	2020-01-01 00:03:50	2020-01-02 03:32:11	2020-01-01 00:03:50.000	2020-01-02 03:32:11.000	230	99131	49680.5	4968050	230	99131	49680.5	4968050	-32339	32596	5116.02	511602	-128	123	-3.98	-398
+231	101	10221	99132	0.69369	297.69369	149.19369	14919.36936	0.69369	297.6937	149.19369	14919.36949	0.69369	297.69369	149.19369	14919.36900	2020-01-01	2020-01-02	2020-01-01 00:03:51	2020-01-02 03:32:12	2020-01-01 00:03:51.000	2020-01-02 03:32:12.000	231	99132	49681.5	4968150	231	99132	49681.5	4968150	-32338	32597	5117.02	511702	-127	124	-2.98	-298
+232	101	10222	99133	0.69669	297.69669	149.19669	14919.66966	0.69669	297.6967	149.19669	14919.66964	0.69669	297.69669	149.19669	14919.66900	2020-01-01	2020-01-02	2020-01-01 00:03:52	2020-01-02 03:32:13	2020-01-01 00:03:52.000	2020-01-02 03:32:13.000	232	99133	49682.5	4968250	232	99133	49682.5	4968250	-32337	32598	5118.02	511802	-126	125	-1.98	-198
+233	101	10223	99134	0.69969	297.69969	149.19969	14919.96996	0.69969	297.6997	149.1997	14919.97037	0.69969	297.69969	149.19969	14919.96900	2020-01-01	2020-01-02	2020-01-01 00:03:53	2020-01-02 03:32:14	2020-01-01 00:03:53.000	2020-01-02 03:32:14.000	233	99134	49683.5	4968350	233	99134	49683.5	4968350	-32336	32599	5119.02	511902	-125	126	-0.98	-98
+234	101	10224	99135	0.7027	297.7027	149.2027	14920.27027	0.7027	297.7027	149.2027	14920.27003	0.70270	297.70270	149.20270	14920.27000	2020-01-01	2020-01-02	2020-01-01 00:03:54	2020-01-02 03:32:15	2020-01-01 00:03:54.000	2020-01-02 03:32:15.000	234	99135	49684.5	4968450	234	99135	49684.5	4968450	-32335	32600	5120.02	512002	-124	127	0.02	2
+235	101	10225	99136	0.7057	297.7057	149.2057	14920.57057	0.7057	297.70572	149.2057	14920.57065	0.70570	297.70570	149.20570	14920.57000	2020-01-01	2020-01-02	2020-01-01 00:03:55	2020-01-02 03:32:16	2020-01-01 00:03:55.000	2020-01-02 03:32:16.000	235	99136	49685.5	4968550	235	99136	49685.5	4968550	-32334	32601	5121.02	512102	-128	127	-1.54	-154
+236	101	10226	99137	0.7087	297.7087	149.2087	14920.87087	0.7087	297.7087	149.2087	14920.87095	0.70870	297.70870	149.20870	14920.87000	2020-01-01	2020-01-02	2020-01-01 00:03:56	2020-01-02 03:32:17	2020-01-01 00:03:56.000	2020-01-02 03:32:17.000	236	99137	49686.5	4968650	236	99137	49686.5	4968650	-32333	32602	5122.02	512202	-128	123	-3.1	-310
+237	101	10227	99138	0.71171	297.71171	149.21171	14921.17117	0.71171	297.7117	149.21171	14921.17111	0.71171	297.71171	149.21171	14921.17100	2020-01-01	2020-01-02	2020-01-01 00:03:57	2020-01-02 03:32:18	2020-01-01 00:03:57.000	2020-01-02 03:32:18.000	237	99138	49687.5	4968750	237	99138	49687.5	4968750	-32332	32603	5123.02	512302	-127	124	-2.1	-210
+238	101	10228	99139	0.71471	297.71471	149.21471	14921.47147	0.71471	297.71472	149.21471	14921.47184	0.71471	297.71471	149.21471	14921.47100	2020-01-01	2020-01-02	2020-01-01 00:03:58	2020-01-02 03:32:19	2020-01-01 00:03:58.000	2020-01-02 03:32:19.000	238	99139	49688.5	4968850	238	99139	49688.5	4968850	-32331	32604	5124.02	512402	-126	125	-1.1	-110
+239	101	10229	99140	0.71771	297.71771	149.21771	14921.77177	0.71771	297.7177	149.21771	14921.7715	0.71771	297.71771	149.21771	14921.77100	2020-01-01	2020-01-02	2020-01-01 00:03:59	2020-01-02 03:32:20	2020-01-01 00:03:59.000	2020-01-02 03:32:20.000	239	99140	49689.5	4968950	239	99140	49689.5	4968950	-32330	32605	5125.02	512502	-125	126	-0.1	-10
+24	102	10014	99924	0.07207	300.07207	150.07207	15157.27927	0.07207	300.07208	150.07207	15157.27928	0.07207	300.07207	150.07207	15157.27907	2020-01-01	2020-01-02	2020-01-01 00:00:24	2020-01-02 03:45:24	2020-01-01 00:00:24.000	2020-01-02 03:45:24.000	24	99924	49974	5047374	24	99924	49974	5047374	-32545	32390	4553.009900990099	459854	-128	123	-4.297029702970297	-434
+240	101	10230	99141	0.72072	297.72072	149.22072	14922.07207	0.72072	297.72073	149.22072	14922.07211	0.72072	297.72072	149.22072	14922.07200	2020-01-01	2020-01-02	2020-01-01 00:04:00	2020-01-02 03:32:21	2020-01-01 00:04:00.000	2020-01-02 03:32:21.000	240	99141	49690.5	4969050	240	99141	49690.5	4969050	-32329	32606	5126.02	512602	-124	127	0.9	90
+241	101	10231	99142	0.72372	297.72372	149.22372	14922.37237	0.72372	297.72372	149.22372	14922.37243	0.72372	297.72372	149.22372	14922.37200	2020-01-01	2020-01-02	2020-01-01 00:04:01	2020-01-02 03:32:22	2020-01-01 00:04:01.000	2020-01-02 03:32:22.000	241	99142	49691.5	4969150	241	99142	49691.5	4969150	-32328	32607	5127.02	512702	-128	127	-0.66	-66
+242	101	10232	99143	0.72672	297.72672	149.22672	14922.67267	0.72672	297.7267	149.22672	14922.67273	0.72672	297.72672	149.22672	14922.67200	2020-01-01	2020-01-02	2020-01-01 00:04:02	2020-01-02 03:32:23	2020-01-01 00:04:02.000	2020-01-02 03:32:23.000	242	99143	49692.5	4969250	242	99143	49692.5	4969250	-32327	32608	5128.02	512802	-128	123	-2.22	-222
+243	101	10233	99144	0.72972	297.72972	149.22972	14922.97297	0.72972	297.72974	149.22973	14922.97332	0.72972	297.72972	149.22972	14922.97200	2020-01-01	2020-01-02	2020-01-01 00:04:03	2020-01-02 03:32:24	2020-01-01 00:04:03.000	2020-01-02 03:32:24.000	243	99144	49693.5	4969350	243	99144	49693.5	4969350	-32326	32609	5129.02	512902	-127	124	-1.22	-122
+244	101	10234	99145	0.73273	297.73273	149.23273	14923.27327	0.73273	297.73273	149.23272	14923.27297	0.73273	297.73273	149.23273	14923.27300	2020-01-01	2020-01-02	2020-01-01 00:04:04	2020-01-02 03:32:25	2020-01-01 00:04:04.000	2020-01-02 03:32:25.000	244	99145	49694.5	4969450	244	99145	49694.5	4969450	-32325	32610	5130.02	513002	-126	125	-0.22	-22
+245	101	10235	99146	0.73573	297.73573	149.23573	14923.57357	0.73573	297.73575	149.23573	14923.57358	0.73573	297.73573	149.23573	14923.57300	2020-01-01	2020-01-02	2020-01-01 00:04:05	2020-01-02 03:32:26	2020-01-01 00:04:05.000	2020-01-02 03:32:26.000	245	99146	49695.5	4969550	245	99146	49695.5	4969550	-32324	32611	5131.02	513102	-125	126	0.78	78
+246	101	10236	99147	0.73873	297.73873	149.23873	14923.87387	0.73873	297.73874	149.23873	14923.8739	0.73873	297.73873	149.23873	14923.87300	2020-01-01	2020-01-02	2020-01-01 00:04:06	2020-01-02 03:32:27	2020-01-01 00:04:06.000	2020-01-02 03:32:27.000	246	99147	49696.5	4969650	246	99147	49696.5	4969650	-32323	32612	5132.02	513202	-124	127	1.78	178
+247	101	10237	99148	0.74174	297.74174	149.24174	14924.17417	0.74174	297.74173	149.24174	14924.1742	0.74174	297.74174	149.24174	14924.17400	2020-01-01	2020-01-02	2020-01-01 00:04:07	2020-01-02 03:32:28	2020-01-01 00:04:07.000	2020-01-02 03:32:28.000	247	99148	49697.5	4969750	247	99148	49697.5	4969750	-32322	32613	5133.02	513302	-128	127	0.22	22
+248	101	10238	99149	0.74474	297.74474	149.24474	14924.47447	0.74474	297.74475	149.24474	14924.47478	0.74474	297.74474	149.24474	14924.47400	2020-01-01	2020-01-02	2020-01-01 00:04:08	2020-01-02 03:32:29	2020-01-01 00:04:08.000	2020-01-02 03:32:29.000	248	99149	49698.5	4969850	248	99149	49698.5	4969850	-32321	32614	5134.02	513402	-128	127	-1.34	-134
+249	101	10239	99150	0.74774	297.74774	149.24774	14924.77477	0.74774	297.74774	149.24774	14924.77447	0.74774	297.74774	149.24774	14924.77400	2020-01-01	2020-01-02	2020-01-01 00:04:09	2020-01-02 03:32:30	2020-01-01 00:04:09.000	2020-01-02 03:32:30.000	249	99150	49699.5	4969950	249	99150	49699.5	4969950	-32320	32615	5135.02	513502	-128	124	-2.9	-290
+25	102	10015	99925	0.07507	300.07507	150.07507	15157.58258	0.07507	300.07507	150.07507	15157.58241	0.07507	300.07507	150.07507	15157.58207	2020-01-01	2020-01-02	2020-01-01 00:00:25	2020-01-02 03:45:25	2020-01-01 00:00:25.000	2020-01-02 03:45:25.000	25	99925	49975	5047475	25	99925	49975	5047475	-32544	32391	4554.009900990099	459955	-127	124	-3.297029702970297	-333
+250	101	10240	99151	0.75075	297.75075	149.25075	14925.07507	0.75075	297.75076	149.25075	14925.07506	0.75075	297.75075	149.25075	14925.07500	2020-01-01	2020-01-02	2020-01-01 00:04:10	2020-01-02 03:32:31	2020-01-01 00:04:10.000	2020-01-02 03:32:31.000	250	99151	49700.5	4970050	250	99151	49700.5	4970050	-32319	32616	5136.02	513602	-127	125	-1.9	-190
+251	101	10241	99152	0.75375	297.75375	149.25375	14925.37537	0.75375	297.75375	149.25375	14925.37536	0.75375	297.75375	149.25375	14925.37500	2020-01-01	2020-01-02	2020-01-01 00:04:11	2020-01-02 03:32:32	2020-01-01 00:04:11.000	2020-01-02 03:32:32.000	251	99152	49701.5	4970150	251	99152	49701.5	4970150	-32318	32617	5137.02	513702	-126	126	-0.9	-90
+252	101	10242	99153	0.75675	297.75675	149.25675	14925.67567	0.75675	297.75674	149.25675	14925.67567	0.75675	297.75675	149.25675	14925.67500	2020-01-01	2020-01-02	2020-01-01 00:04:12	2020-01-02 03:32:33	2020-01-01 00:04:12.000	2020-01-02 03:32:33.000	252	99153	49702.5	4970250	252	99153	49702.5	4970250	-32317	32618	5138.02	513802	-125	127	0.1	10
+253	101	10243	99154	0.75975	297.75975	149.25975	14925.97597	0.75975	297.75977	149.25976	14925.97625	0.75975	297.75975	149.25975	14925.97500	2020-01-01	2020-01-02	2020-01-01 00:04:13	2020-01-02 03:32:34	2020-01-01 00:04:13.000	2020-01-02 03:32:34.000	253	99154	49703.5	4970350	253	99154	49703.5	4970350	-32316	32619	5139.02	513902	-128	127	-1.46	-146
+254	101	10244	99155	0.76276	297.76276	149.26276	14926.27627	0.76276	297.76276	149.26275	14926.27594	0.76276	297.76276	149.26276	14926.27600	2020-01-01	2020-01-02	2020-01-01 00:04:14	2020-01-02 03:32:35	2020-01-01 00:04:14.000	2020-01-02 03:32:35.000	254	99155	49704.5	4970450	254	99155	49704.5	4970450	-32315	32620	5140.02	514002	-128	127	-3.02	-302
+255	101	10245	99156	0.76576	297.76576	149.26576	14926.57657	0.76576	297.76578	149.26576	14926.57652	0.76576	297.76576	149.26576	14926.57600	2020-01-01	2020-01-02	2020-01-01 00:04:15	2020-01-02 03:32:36	2020-01-01 00:04:15.000	2020-01-02 03:32:36.000	255	99156	49705.5	4970550	255	99156	49705.5	4970550	-32314	32621	5141.02	514102	-128	123	-4.58	-458
+256	101	10246	99157	0.76876	297.76876	149.26876	14926.87687	0.76876	297.76877	149.26876	14926.87683	0.76876	297.76876	149.26876	14926.87600	2020-01-01	2020-01-02	2020-01-01 00:04:16	2020-01-02 03:32:37	2020-01-01 00:04:16.000	2020-01-02 03:32:37.000	256	99157	49706.5	4970650	256	99157	49706.5	4970650	-32313	32622	5142.02	514202	-127	124	-3.58	-358
+257	101	10247	99158	0.77177	297.77177	149.27177	14927.17717	0.77177	297.77176	149.27177	14927.17714	0.77177	297.77177	149.27177	14927.17700	2020-01-01	2020-01-02	2020-01-01 00:04:17	2020-01-02 03:32:38	2020-01-01 00:04:17.000	2020-01-02 03:32:38.000	257	99158	49707.5	4970750	257	99158	49707.5	4970750	-32312	32623	5143.02	514302	-126	125	-2.58	-258
+258	101	10248	99159	0.77477	297.77477	149.27477	14927.47747	0.77477	297.77478	149.27477	14927.47776	0.77477	297.77477	149.27477	14927.47700	2020-01-01	2020-01-02	2020-01-01 00:04:18	2020-01-02 03:32:39	2020-01-01 00:04:18.000	2020-01-02 03:32:39.000	258	99159	49708.5	4970850	258	99159	49708.5	4970850	-32311	32624	5144.02	514402	-125	126	-1.58	-158
+259	101	10249	99160	0.77777	297.77777	149.27777	14927.77777	0.77777	297.77777	149.27777	14927.77742	0.77777	297.77777	149.27777	14927.77700	2020-01-01	2020-01-02	2020-01-01 00:04:19	2020-01-02 03:32:40	2020-01-01 00:04:19.000	2020-01-02 03:32:40.000	259	99160	49709.5	4970950	259	99160	49709.5	4970950	-32310	32625	5145.02	514502	-124	127	-0.58	-58
+26	102	10016	99926	0.07807	300.07807	150.07807	15157.88588	0.07807	300.07806	150.07807	15157.88575	0.07807	300.07807	150.07807	15157.88507	2020-01-01	2020-01-02	2020-01-01 00:00:26	2020-01-02 03:45:26	2020-01-01 00:00:26.000	2020-01-02 03:45:26.000	26	99926	49976	5047576	26	99926	49976	5047576	-32543	32392	4555.009900990099	460056	-126	125	-2.297029702970297	-232
+260	101	10250	99161	0.78078	297.78078	149.28078	14928.07807	0.78078	297.7808	149.28077	14928.07799	0.78078	297.78078	149.28078	14928.07800	2020-01-01	2020-01-02	2020-01-01 00:04:20	2020-01-02 03:32:41	2020-01-01 00:04:20.000	2020-01-02 03:32:41.000	260	99161	49710.5	4971050	260	99161	49710.5	4971050	-32309	32626	5146.02	514602	-128	127	-2.14	-214
+261	101	10251	99162	0.78378	297.78378	149.28378	14928.37837	0.78378	297.78378	149.28378	14928.3783	0.78378	297.78378	149.28378	14928.37800	2020-01-01	2020-01-02	2020-01-01 00:04:21	2020-01-02 03:32:42	2020-01-01 00:04:21.000	2020-01-02 03:32:42.000	261	99162	49711.5	4971150	261	99162	49711.5	4971150	-32308	32627	5147.02	514702	-128	123	-3.7	-370
+262	101	10252	99163	0.78678	297.78678	149.28678	14928.67867	0.78678	297.78677	149.28678	14928.67861	0.78678	297.78678	149.28678	14928.67800	2020-01-01	2020-01-02	2020-01-01 00:04:22	2020-01-02 03:32:43	2020-01-01 00:04:22.000	2020-01-02 03:32:43.000	262	99163	49712.5	4971250	262	99163	49712.5	4971250	-32307	32628	5148.02	514802	-127	124	-2.7	-270
+263	101	10253	99164	0.78978	297.78978	149.28978	14928.97897	0.78978	297.7898	149.28979	14928.97923	0.78978	297.78978	149.28978	14928.97800	2020-01-01	2020-01-02	2020-01-01 00:04:23	2020-01-02 03:32:44	2020-01-01 00:04:23.000	2020-01-02 03:32:44.000	263	99164	49713.5	4971350	263	99164	49713.5	4971350	-32306	32629	5149.02	514902	-126	125	-1.7	-170
+264	101	10254	99165	0.79279	297.79279	149.29279	14929.27927	0.79279	297.7928	149.29278	14929.27888	0.79279	297.79279	149.29279	14929.27900	2020-01-01	2020-01-02	2020-01-01 00:04:24	2020-01-02 03:32:45	2020-01-01 00:04:24.000	2020-01-02 03:32:45.000	264	99165	49714.5	4971450	264	99165	49714.5	4971450	-32305	32630	5150.02	515002	-125	126	-0.7	-70
+265	101	10255	99166	0.79579	297.79579	149.29579	14929.57957	0.79579	297.7958	149.29579	14929.57962	0.79579	297.79579	149.29579	14929.57900	2020-01-01	2020-01-02	2020-01-01 00:04:25	2020-01-02 03:32:46	2020-01-01 00:04:25.000	2020-01-02 03:32:46.000	265	99166	49715.5	4971550	265	99166	49715.5	4971550	-32304	32631	5151.02	515102	-124	127	0.3	30
+266	101	10256	99167	0.79879	297.79879	149.29879	14929.87987	0.79879	297.7988	149.29879	14929.87977	0.79879	297.79879	149.29879	14929.87900	2020-01-01	2020-01-02	2020-01-01 00:04:26	2020-01-02 03:32:47	2020-01-01 00:04:26.000	2020-01-02 03:32:47.000	266	99167	49716.5	4971650	266	99167	49716.5	4971650	-32303	32632	5152.02	515202	-128	127	-1.26	-126
+267	101	10257	99168	0.8018	297.8018	149.3018	14930.18018	0.8018	297.8018	149.3018	14930.18012	0.80180	297.80180	149.30180	14930.18000	2020-01-01	2020-01-02	2020-01-01 00:04:27	2020-01-02 03:32:48	2020-01-01 00:04:27.000	2020-01-02 03:32:48.000	267	99168	49717.5	4971750	267	99168	49717.5	4971750	-32302	32633	5153.02	515302	-128	123	-2.82	-282
+268	101	10258	99169	0.8048	297.8048	149.3048	14930.48048	0.8048	297.8048	149.3048	14930.4807	0.80480	297.80480	149.30480	14930.48000	2020-01-01	2020-01-02	2020-01-01 00:04:28	2020-01-02 03:32:49	2020-01-01 00:04:28.000	2020-01-02 03:32:49.000	268	99169	49718.5	4971850	268	99169	49718.5	4971850	-32301	32634	5154.02	515402	-127	124	-1.82	-182
+269	101	10259	99170	0.8078	297.8078	149.3078	14930.78078	0.8078	297.8078	149.3078	14930.78035	0.80780	297.80780	149.30780	14930.78000	2020-01-01	2020-01-02	2020-01-01 00:04:29	2020-01-02 03:32:50	2020-01-01 00:04:29.000	2020-01-02 03:32:50.000	269	99170	49719.5	4971950	269	99170	49719.5	4971950	-32300	32635	5155.02	515502	-126	125	-0.82	-82
+27	102	10017	99927	0.08108	300.08108	150.08108	15158.18918	0.08108	300.0811	150.08108	15158.18936	0.08108	300.08108	150.08108	15158.18908	2020-01-01	2020-01-02	2020-01-01 00:00:27	2020-01-02 03:45:27	2020-01-01 00:00:27.000	2020-01-02 03:45:27.000	27	99927	49977	5047677	27	99927	49977	5047677	-32542	32393	4556.009900990099	460157	-125	126	-1.297029702970297	-131
+270	101	10260	99171	0.81081	297.81081	149.31081	14931.08108	0.81081	297.81082	149.31081	14931.08109	0.81081	297.81081	149.31081	14931.08100	2020-01-01	2020-01-02	2020-01-01 00:04:30	2020-01-02 03:32:51	2020-01-01 00:04:30.000	2020-01-02 03:32:51.000	270	99171	49720.5	4972050	270	99171	49720.5	4972050	-32299	32636	5156.02	515602	-125	126	0.18	18
+271	101	10261	99172	0.81381	297.81381	149.31381	14931.38138	0.81381	297.8138	149.31381	14931.38124	0.81381	297.81381	149.31381	14931.38100	2020-01-01	2020-01-02	2020-01-01 00:04:31	2020-01-02 03:32:52	2020-01-01 00:04:31.000	2020-01-02 03:32:52.000	271	99172	49721.5	4972150	271	99172	49721.5	4972150	-32298	32637	5157.02	515702	-124	127	1.18	118
+272	101	10262	99173	0.81681	297.81681	149.31681	14931.68168	0.81681	297.8168	149.31681	14931.68159	0.81681	297.81681	149.31681	14931.68100	2020-01-01	2020-01-02	2020-01-01 00:04:32	2020-01-02 03:32:53	2020-01-01 00:04:32.000	2020-01-02 03:32:53.000	272	99173	49722.5	4972250	272	99173	49722.5	4972250	-32297	32638	5158.02	515802	-128	127	-0.38	-38
+273	101	10263	99174	0.81981	297.81981	149.31981	14931.98198	0.81981	297.81982	149.31982	14931.98217	0.81981	297.81981	149.31981	14931.98100	2020-01-01	2020-01-02	2020-01-01 00:04:33	2020-01-02 03:32:54	2020-01-01 00:04:33.000	2020-01-02 03:32:54.000	273	99174	49723.5	4972350	273	99174	49723.5	4972350	-32296	32639	5159.02	515902	-128	127	-1.94	-194
+274	101	10264	99175	0.82282	297.82282	149.32282	14932.28228	0.82282	297.8228	149.32282	14932.28247	0.82282	297.82282	149.32282	14932.28200	2020-01-01	2020-01-02	2020-01-01 00:04:34	2020-01-02 03:32:55	2020-01-01 00:04:34.000	2020-01-02 03:32:55.000	274	99175	49724.5	4972450	274	99175	49724.5	4972450	-32295	32640	5160.02	516002	-128	124	-3.5	-350
+275	101	10265	99176	0.82582	297.82582	149.32582	14932.58258	0.82582	297.82584	149.32582	14932.58256	0.82582	297.82582	149.32582	14932.58200	2020-01-01	2020-01-02	2020-01-01 00:04:35	2020-01-02 03:32:56	2020-01-01 00:04:35.000	2020-01-02 03:32:56.000	275	99176	49725.5	4972550	275	99176	49725.5	4972550	-32294	32641	5161.02	516102	-127	125	-2.5	-250
+276	101	10266	99177	0.82882	297.82882	149.32882	14932.88288	0.82882	297.82883	149.32882	14932.88275	0.82882	297.82882	149.32882	14932.88200	2020-01-01	2020-01-02	2020-01-01 00:04:36	2020-01-02 03:32:57	2020-01-01 00:04:36.000	2020-01-02 03:32:57.000	276	99177	49726.5	4972650	276	99177	49726.5	4972650	-32293	32642	5162.02	516202	-126	126	-1.5	-150
+277	101	10267	99178	0.83183	297.83183	149.33183	14933.18318	0.83183	297.83182	149.33183	14933.18305	0.83183	297.83183	149.33183	14933.18300	2020-01-01	2020-01-02	2020-01-01 00:04:37	2020-01-02 03:32:58	2020-01-01 00:04:37.000	2020-01-02 03:32:58.000	277	99178	49727.5	4972750	277	99178	49727.5	4972750	-32292	32643	5163.02	516302	-125	127	-0.5	-50
+278	101	10268	99179	0.83483	297.83483	149.33483	14933.48348	0.83483	297.83484	149.33483	14933.48364	0.83483	297.83483	149.33483	14933.48300	2020-01-01	2020-01-02	2020-01-01 00:04:38	2020-01-02 03:32:59	2020-01-01 00:04:38.000	2020-01-02 03:32:59.000	278	99179	49728.5	4972850	278	99179	49728.5	4972850	-32291	32644	5164.02	516402	-128	127	-2.06	-206
+279	101	10269	99180	0.83783	297.83783	149.33783	14933.78378	0.83783	297.83783	149.33783	14933.78394	0.83783	297.83783	149.33783	14933.78300	2020-01-01	2020-01-02	2020-01-01 00:04:39	2020-01-02 03:33:00	2020-01-01 00:04:39.000	2020-01-02 03:33:00.000	279	99180	49729.5	4972950	279	99180	49729.5	4972950	-32290	32645	5165.02	516502	-128	127	-3.62	-362
+28	102	10018	99928	0.08408	300.08408	150.08408	15158.49249	0.08408	300.08408	150.08408	15158.49265	0.08408	300.08408	150.08408	15158.49208	2020-01-01	2020-01-02	2020-01-01 00:00:28	2020-01-02 03:45:28	2020-01-01 00:00:28.000	2020-01-02 03:45:28.000	28	99928	49978	5047778	28	99928	49978	5047778	-32541	32394	4557.009900990099	460258	-124	127	-0.297029702970297	-30
+280	101	10270	99181	0.84084	297.84084	149.34084	14934.08408	0.84084	297.84085	149.34084	14934.08403	0.84084	297.84084	149.34084	14934.08400	2020-01-01	2020-01-02	2020-01-01 00:04:40	2020-01-02 03:33:01	2020-01-01 00:04:40.000	2020-01-02 03:33:01.000	280	99181	49730.5	4973050	280	99181	49730.5	4973050	-32289	32646	5166.02	516602	-128	123	-5.18	-518
+281	101	10271	99182	0.84384	297.84384	149.34384	14934.38438	0.84384	297.84384	149.34384	14934.38421	0.84384	297.84384	149.34384	14934.38400	2020-01-01	2020-01-02	2020-01-01 00:04:41	2020-01-02 03:33:02	2020-01-01 00:04:41.000	2020-01-02 03:33:02.000	281	99182	49731.5	4973150	281	99182	49731.5	4973150	-32288	32647	5167.02	516702	-127	124	-4.18	-418
+282	101	10272	99183	0.84684	297.84684	149.34684	14934.68468	0.84684	297.84683	149.34684	14934.68453	0.84684	297.84684	149.34684	14934.68400	2020-01-01	2020-01-02	2020-01-01 00:04:42	2020-01-02 03:33:03	2020-01-01 00:04:42.000	2020-01-02 03:33:03.000	282	99183	49732.5	4973250	282	99183	49732.5	4973250	-32287	32648	5168.02	516802	-126	125	-3.18	-318
+283	101	10273	99184	0.84984	297.84984	149.34984	14934.98498	0.84984	297.84985	149.34985	14934.98526	0.84984	297.84984	149.34984	14934.98400	2020-01-01	2020-01-02	2020-01-01 00:04:43	2020-01-02 03:33:04	2020-01-01 00:04:43.000	2020-01-02 03:33:04.000	283	99184	49733.5	4973350	283	99184	49733.5	4973350	-32286	32649	5169.02	516902	-125	126	-2.18	-218
+284	101	10274	99185	0.85285	297.85285	149.35285	14935.28528	0.85285	297.85284	149.35285	14935.28542	0.85285	297.85285	149.35285	14935.28500	2020-01-01	2020-01-02	2020-01-01 00:04:44	2020-01-02 03:33:05	2020-01-01 00:04:44.000	2020-01-02 03:33:05.000	284	99185	49734.5	4973450	284	99185	49734.5	4973450	-32285	32650	5170.02	517002	-124	127	-1.18	-118
+285	101	10275	99186	0.85585	297.85585	149.35585	14935.58558	0.85585	297.85587	149.35585	14935.5855	0.85585	297.85585	149.35585	14935.58500	2020-01-01	2020-01-02	2020-01-01 00:04:45	2020-01-02 03:33:06	2020-01-01 00:04:45.000	2020-01-02 03:33:06.000	285	99186	49735.5	4973550	285	99186	49735.5	4973550	-32284	32651	5171.02	517102	-128	127	-2.74	-274
+286	101	10276	99187	0.85885	297.85885	149.35885	14935.88588	0.85885	297.85886	149.35885	14935.88568	0.85885	297.85885	149.35885	14935.88500	2020-01-01	2020-01-02	2020-01-01 00:04:46	2020-01-02 03:33:07	2020-01-01 00:04:46.000	2020-01-02 03:33:07.000	286	99187	49736.5	4973650	286	99187	49736.5	4973650	-32283	32652	5172.02	517202	-128	123	-4.3	-430
+287	101	10277	99188	0.86186	297.86186	149.36186	14936.18618	0.86186	297.86185	149.36186	14936.186	0.86186	297.86186	149.36186	14936.18600	2020-01-01	2020-01-02	2020-01-01 00:04:47	2020-01-02 03:33:08	2020-01-01 00:04:47.000	2020-01-02 03:33:08.000	287	99188	49737.5	4973750	287	99188	49737.5	4973750	-32282	32653	5173.02	517302	-127	124	-3.3	-330
+288	101	10278	99189	0.86486	297.86486	149.36486	14936.48648	0.86486	297.86487	149.36486	14936.48673	0.86486	297.86486	149.36486	14936.48600	2020-01-01	2020-01-02	2020-01-01 00:04:48	2020-01-02 03:33:09	2020-01-01 00:04:48.000	2020-01-02 03:33:09.000	288	99189	49738.5	4973850	288	99189	49738.5	4973850	-32281	32654	5174.02	517402	-126	125	-2.3	-230
+289	101	10279	99190	0.86786	297.86786	149.36786	14936.78678	0.86786	297.86786	149.36786	14936.78688	0.86786	297.86786	149.36786	14936.78600	2020-01-01	2020-01-02	2020-01-01 00:04:49	2020-01-02 03:33:10	2020-01-01 00:04:49.000	2020-01-02 03:33:10.000	289	99190	49739.5	4973950	289	99190	49739.5	4973950	-32280	32655	5175.02	517502	-125	126	-1.3	-130
+29	102	10019	99929	0.08708	300.08708	150.08708	15158.79579	0.08708	300.0871	150.08708	15158.79576	0.08708	300.08708	150.08708	15158.79508	2020-01-01	2020-01-02	2020-01-01 00:00:29	2020-01-02 03:45:29	2020-01-01 00:00:29.000	2020-01-02 03:45:29.000	29	99929	49979	5047879	29	99929	49979	5047879	-32540	32395	4558.009900990099	460359	-128	127	-1.8316831683168318	-185
+290	101	10280	99191	0.87087	297.87087	149.37087	14937.08708	0.87087	297.87088	149.37087	14937.087	0.87087	297.87087	149.37087	14937.08700	2020-01-01	2020-01-02	2020-01-01 00:04:50	2020-01-02 03:33:11	2020-01-01 00:04:50.000	2020-01-02 03:33:11.000	290	99191	49740.5	4974050	290	99191	49740.5	4974050	-32279	32656	5176.02	517602	-124	127	-0.3	-30
+291	101	10281	99192	0.87387	297.87387	149.37387	14937.38738	0.87387	297.87387	149.37387	14937.38716	0.87387	297.87387	149.37387	14937.38700	2020-01-01	2020-01-02	2020-01-01 00:04:51	2020-01-02 03:33:12	2020-01-01 00:04:51.000	2020-01-02 03:33:12.000	291	99192	49741.5	4974150	291	99192	49741.5	4974150	-32278	32657	5177.02	517702	-128	127	-1.86	-186
+292	101	10282	99193	0.87687	297.87687	149.37687	14937.68768	0.87687	297.8769	149.37687	14937.68789	0.87687	297.87687	149.37687	14937.68700	2020-01-01	2020-01-02	2020-01-01 00:04:52	2020-01-02 03:33:13	2020-01-01 00:04:52.000	2020-01-02 03:33:13.000	292	99193	49742.5	4974250	292	99193	49742.5	4974250	-32277	32658	5178.02	517802	-128	123	-3.42	-342
+293	101	10283	99194	0.87987	297.87987	149.37987	14937.98798	0.87987	297.87988	149.37988	14937.9882	0.87987	297.87987	149.37987	14937.98700	2020-01-01	2020-01-02	2020-01-01 00:04:53	2020-01-02 03:33:14	2020-01-01 00:04:53.000	2020-01-02 03:33:14.000	293	99194	49743.5	4974350	293	99194	49743.5	4974350	-32276	32659	5179.02	517902	-127	124	-2.42	-242
+294	101	10284	99195	0.88288	297.88288	149.38288	14938.28828	0.88288	297.88287	149.38288	14938.28835	0.88288	297.88288	149.38288	14938.28800	2020-01-01	2020-01-02	2020-01-01 00:04:54	2020-01-02 03:33:15	2020-01-01 00:04:54.000	2020-01-02 03:33:15.000	294	99195	49744.5	4974450	294	99195	49744.5	4974450	-32275	32660	5180.02	518002	-126	125	-1.42	-142
+295	101	10285	99196	0.88588	297.88588	149.38588	14938.58858	0.88588	297.8859	149.38588	14938.58847	0.88588	297.88588	149.38588	14938.58800	2020-01-01	2020-01-02	2020-01-01 00:04:55	2020-01-02 03:33:16	2020-01-01 00:04:55.000	2020-01-02 03:33:16.000	295	99196	49745.5	4974550	295	99196	49745.5	4974550	-32274	32661	5181.02	518102	-125	126	-0.42	-42
+296	101	10286	99197	0.88888	297.88888	149.38888	14938.88888	0.88888	297.8889	149.38888	14938.88863	0.88888	297.88888	149.38888	14938.88800	2020-01-01	2020-01-02	2020-01-01 00:04:56	2020-01-02 03:33:17	2020-01-01 00:04:56.000	2020-01-02 03:33:17.000	296	99197	49746.5	4974650	296	99197	49746.5	4974650	-32273	32662	5182.02	518202	-124	127	0.58	58
+297	101	10287	99198	0.89189	297.89189	149.39189	14939.18918	0.89189	297.8919	149.39189	14939.18936	0.89189	297.89189	149.39189	14939.18900	2020-01-01	2020-01-02	2020-01-01 00:04:57	2020-01-02 03:33:18	2020-01-01 00:04:57.000	2020-01-02 03:33:18.000	297	99198	49747.5	4974750	297	99198	49747.5	4974750	-32272	32663	5183.02	518302	-128	127	-0.98	-98
+298	101	10288	99199	0.89489	297.89489	149.39489	14939.48948	0.89489	297.8949	149.39489	14939.48967	0.89489	297.89489	149.39489	14939.48900	2020-01-01	2020-01-02	2020-01-01 00:04:58	2020-01-02 03:33:19	2020-01-01 00:04:58.000	2020-01-02 03:33:19.000	298	99199	49748.5	4974850	298	99199	49748.5	4974850	-32271	32664	5184.02	518402	-128	127	-2.54	-254
+299	101	10289	99200	0.89789	297.89789	149.39789	14939.78978	0.89789	297.8979	149.39789	14939.78986	0.89789	297.89789	149.39789	14939.78900	2020-01-01	2020-01-02	2020-01-01 00:04:59	2020-01-02 03:33:20	2020-01-01 00:04:59.000	2020-01-02 03:33:20.000	299	99200	49749.5	4974950	299	99200	49749.5	4974950	-32270	32665	5185.02	518502	-128	124	-4.1	-410
+3	102	1002	9993	0.009	300.009	150.009	15150.9099	0.009	300.009	150.009	15150.90958	0.00900	300.00900	150.00900	15150.90900	2020-01-01	2020-01-02	2020-01-01 00:00:03	2020-01-02 03:45:03	2020-01-01 00:00:03.000	2020-01-02 03:45:03.000	3	99903	49953	5045253	3	99903	49953	5045253	-32566	32369	4532.009900990099	457733	-124	127	0.04950495049504951	5
+30	102	10020	99930	0.09009	300.09009	150.09009	15159.09909	0.09009	300.0901	150.09008	15159.09894	0.09009	300.09009	150.09009	15159.09909	2020-01-01	2020-01-02	2020-01-01 00:00:30	2020-01-02 03:45:30	2020-01-01 00:00:30.000	2020-01-02 03:45:30.000	30	99930	49980	5047980	30	99930	49980	5047980	-32539	32396	4559.009900990099	460460	-128	123	-3.366336633663366	-340
+300	101	10290	99201	0.9009	297.9009	149.4009	14940.09009	0.9009	297.9009	149.40089	14940.08995	0.90090	297.90090	149.40090	14940.09000	2020-01-01	2020-01-02	2020-01-01 00:05:00	2020-01-02 03:33:21	2020-01-01 00:05:00.000	2020-01-02 03:33:21.000	300	99201	49750.5	4975050	300	99201	49750.5	4975050	-32269	32666	5186.02	518602	-127	125	-3.1	-310
+301	101	10291	99202	0.9039	297.9039	149.4039	14940.39039	0.9039	297.9039	149.4039	14940.39009	0.90390	297.90390	149.40390	14940.39000	2020-01-01	2020-01-02	2020-01-01 00:05:01	2020-01-02 03:33:22	2020-01-01 00:05:01.000	2020-01-02 03:33:22.000	301	99202	49751.5	4975150	301	99202	49751.5	4975150	-32268	32667	5187.02	518702	-126	126	-2.1	-210
+302	101	10292	99203	0.9069	297.9069	149.4069	14940.69069	0.9069	297.90692	149.4069	14940.69083	0.90690	297.90690	149.40690	14940.69000	2020-01-01	2020-01-02	2020-01-01 00:05:02	2020-01-02 03:33:23	2020-01-01 00:05:02.000	2020-01-02 03:33:23.000	302	99203	49752.5	4975250	302	99203	49752.5	4975250	-32267	32668	5188.02	518802	-125	127	-1.1	-110
+303	101	10293	99204	0.9099	297.9099	149.4099	14940.99099	0.9099	297.9099	149.40991	14940.99114	0.90990	297.90990	149.40990	14940.99000	2020-01-01	2020-01-02	2020-01-01 00:05:03	2020-01-02 03:33:24	2020-01-01 00:05:03.000	2020-01-02 03:33:24.000	303	99204	49753.5	4975350	303	99204	49753.5	4975350	-32266	32669	5189.02	518902	-128	127	-2.66	-266
+304	101	10294	99205	0.91291	297.91291	149.41291	14941.29129	0.91291	297.9129	149.41291	14941.29133	0.91291	297.91291	149.41291	14941.29100	2020-01-01	2020-01-02	2020-01-01 00:05:04	2020-01-02 03:33:25	2020-01-01 00:05:04.000	2020-01-02 03:33:25.000	304	99205	49754.5	4975450	304	99205	49754.5	4975450	-32265	32670	5190.02	519002	-128	127	-4.22	-422
+305	101	10295	99206	0.91591	297.91591	149.41591	14941.59159	0.91591	297.91592	149.41591	14941.59141	0.91591	297.91591	149.41591	14941.59100	2020-01-01	2020-01-02	2020-01-01 00:05:05	2020-01-02 03:33:26	2020-01-01 00:05:05.000	2020-01-02 03:33:26.000	305	99206	49755.5	4975550	305	99206	49755.5	4975550	-32264	32671	5191.02	519102	-128	123	-5.78	-578
+306	101	10296	99207	0.91891	297.91891	149.41891	14941.89189	0.91891	297.9189	149.41891	14941.89172	0.91891	297.91891	149.41891	14941.89100	2020-01-01	2020-01-02	2020-01-01 00:05:06	2020-01-02 03:33:27	2020-01-01 00:05:06.000	2020-01-02 03:33:27.000	306	99207	49756.5	4975650	306	99207	49756.5	4975650	-32263	32672	5192.02	519202	-127	124	-4.78	-478
+307	101	10297	99208	0.92192	297.92192	149.42192	14942.19219	0.92192	297.92194	149.42192	14942.1923	0.92192	297.92192	149.42192	14942.19200	2020-01-01	2020-01-02	2020-01-01 00:05:07	2020-01-02 03:33:28	2020-01-01 00:05:07.000	2020-01-02 03:33:28.000	307	99208	49757.5	4975750	307	99208	49757.5	4975750	-32262	32673	5193.02	519302	-126	125	-3.78	-378
+308	101	10298	99209	0.92492	297.92492	149.42492	14942.49249	0.92492	297.92493	149.42492	14942.49265	0.92492	297.92492	149.42492	14942.49200	2020-01-01	2020-01-02	2020-01-01 00:05:08	2020-01-02 03:33:29	2020-01-01 00:05:08.000	2020-01-02 03:33:29.000	308	99209	49758.5	4975850	308	99209	49758.5	4975850	-32261	32674	5194.02	519402	-125	126	-2.78	-278
+309	101	10299	99210	0.92792	297.92792	149.42792	14942.79279	0.92792	297.92792	149.42792	14942.7928	0.92792	297.92792	149.42792	14942.79200	2020-01-01	2020-01-02	2020-01-01 00:05:09	2020-01-02 03:33:30	2020-01-01 00:05:09.000	2020-01-02 03:33:30.000	309	99210	49759.5	4975950	309	99210	49759.5	4975950	-32260	32675	5195.02	519502	-124	127	-1.78	-178
+31	102	10021	99931	0.09309	300.09309	150.09309	15159.4024	0.09309	300.09308	150.09309	15159.40224	0.09309	300.09309	150.09309	15159.40209	2020-01-01	2020-01-02	2020-01-01 00:00:31	2020-01-02 03:45:31	2020-01-01 00:00:31.000	2020-01-02 03:45:31.000	31	99931	49981	5048081	31	99931	49981	5048081	-32538	32397	4560.009900990099	460561	-127	124	-2.366336633663366	-239
+310	101	10300	99211	0.93093	297.93093	149.43093	14943.09309	0.93093	297.93094	149.43092	14943.09288	0.93093	297.93093	149.43093	14943.09300	2020-01-01	2020-01-02	2020-01-01 00:05:10	2020-01-02 03:33:31	2020-01-01 00:05:10.000	2020-01-02 03:33:31.000	310	99211	49760.5	4976050	310	99211	49760.5	4976050	-32259	32676	5196.02	519602	-128	127	-3.34	-334
+311	101	10301	99212	0.93393	297.93393	149.43393	14943.39339	0.93393	297.93393	149.43393	14943.39319	0.93393	297.93393	149.43393	14943.39300	2020-01-01	2020-01-02	2020-01-01 00:05:11	2020-01-02 03:33:32	2020-01-01 00:05:11.000	2020-01-02 03:33:32.000	311	99212	49761.5	4976150	311	99212	49761.5	4976150	-32258	32677	5197.02	519702	-128	123	-4.9	-490
+312	101	10302	99213	0.93693	297.93693	149.43693	14943.69369	0.93693	297.93695	149.43693	14943.69377	0.93693	297.93693	149.43693	14943.69300	2020-01-01	2020-01-02	2020-01-01 00:05:12	2020-01-02 03:33:33	2020-01-01 00:05:12.000	2020-01-02 03:33:33.000	312	99213	49762.5	4976250	312	99213	49762.5	4976250	-32257	32678	5198.02	519802	-127	124	-3.9	-390
+313	101	10303	99214	0.93993	297.93993	149.43993	14943.99399	0.93993	297.93994	149.43994	14943.99412	0.93993	297.93993	149.43993	14943.99300	2020-01-01	2020-01-02	2020-01-01 00:05:13	2020-01-02 03:33:34	2020-01-01 00:05:13.000	2020-01-02 03:33:34.000	313	99214	49763.5	4976350	313	99214	49763.5	4976350	-32256	32679	5199.02	519902	-126	125	-2.9	-290
+314	101	10304	99215	0.94294	297.94294	149.44294	14944.29429	0.94294	297.94293	149.44294	14944.29427	0.94294	297.94294	149.44294	14944.29400	2020-01-01	2020-01-02	2020-01-01 00:05:14	2020-01-02 03:33:35	2020-01-01 00:05:14.000	2020-01-02 03:33:35.000	314	99215	49764.5	4976450	314	99215	49764.5	4976450	-32255	32680	5200.02	520002	-125	126	-1.9	-190
+315	101	10305	99216	0.94594	297.94594	149.44594	14944.59459	0.94594	297.94595	149.44595	14944.595	0.94594	297.94594	149.44594	14944.59400	2020-01-01	2020-01-02	2020-01-01 00:05:15	2020-01-02 03:33:36	2020-01-01 00:05:15.000	2020-01-02 03:33:36.000	315	99216	49765.5	4976550	315	99216	49765.5	4976550	-32254	32681	5201.02	520102	-124	127	-0.9	-90
+316	101	10306	99217	0.94894	297.94894	149.44894	14944.89489	0.94894	297.94894	149.44894	14944.89466	0.94894	297.94894	149.44894	14944.89400	2020-01-01	2020-01-02	2020-01-01 00:05:16	2020-01-02 03:33:37	2020-01-01 00:05:16.000	2020-01-02 03:33:37.000	316	99217	49766.5	4976650	316	99217	49766.5	4976650	-32253	32682	5202.02	520202	-128	127	-2.46	-246
+317	101	10307	99218	0.95195	297.95195	149.45195	14945.19519	0.95195	297.95197	149.45195	14945.19524	0.95195	297.95195	149.45195	14945.19500	2020-01-01	2020-01-02	2020-01-01 00:05:17	2020-01-02 03:33:38	2020-01-01 00:05:17.000	2020-01-02 03:33:38.000	317	99218	49767.5	4976750	317	99218	49767.5	4976750	-32252	32683	5203.02	520302	-128	123	-4.02	-402
+318	101	10308	99219	0.95495	297.95495	149.45495	14945.49549	0.95495	297.95496	149.45495	14945.49558	0.95495	297.95495	149.45495	14945.49500	2020-01-01	2020-01-02	2020-01-01 00:05:18	2020-01-02 03:33:39	2020-01-01 00:05:18.000	2020-01-02 03:33:39.000	318	99219	49768.5	4976850	318	99219	49768.5	4976850	-32251	32684	5204.02	520402	-127	124	-3.02	-302
+319	101	10309	99220	0.95795	297.95795	149.45795	14945.79579	0.95795	297.95795	149.45795	14945.79574	0.95795	297.95795	149.45795	14945.79500	2020-01-01	2020-01-02	2020-01-01 00:05:19	2020-01-02 03:33:40	2020-01-01 00:05:19.000	2020-01-02 03:33:40.000	319	99220	49769.5	4976950	319	99220	49769.5	4976950	-32250	32685	5205.02	520502	-126	125	-2.02	-202
+32	102	10022	99932	0.09609	300.09609	150.09609	15159.7057	0.09609	300.0961	150.09609	15159.706	0.09609	300.09609	150.09609	15159.70509	2020-01-01	2020-01-02	2020-01-01 00:00:32	2020-01-02 03:45:32	2020-01-01 00:00:32.000	2020-01-02 03:45:32.000	32	99932	49982	5048182	32	99932	49982	5048182	-32537	32398	4561.009900990099	460662	-126	125	-1.3663366336633664	-138
+320	101	10310	99221	0.96096	297.96096	149.46096	14946.09609	0.96096	297.96097	149.46096	14946.09647	0.96096	297.96096	149.46096	14946.09600	2020-01-01	2020-01-02	2020-01-01 00:05:20	2020-01-02 03:33:41	2020-01-01 00:05:20.000	2020-01-02 03:33:41.000	320	99221	49770.5	4977050	320	99221	49770.5	4977050	-32249	32686	5206.02	520602	-125	126	-1.02	-102
+321	101	10311	99222	0.96396	297.96396	149.46396	14946.39639	0.96396	297.96396	149.46396	14946.39613	0.96396	297.96396	149.46396	14946.39600	2020-01-01	2020-01-02	2020-01-01 00:05:21	2020-01-02 03:33:42	2020-01-01 00:05:21.000	2020-01-02 03:33:42.000	321	99222	49771.5	4977150	321	99222	49771.5	4977150	-32248	32687	5207.02	520702	-124	127	-0.02	-2
+322	101	10312	99223	0.96696	297.96696	149.46696	14946.69669	0.96696	297.96698	149.46696	14946.69674	0.96696	297.96696	149.46696	14946.69600	2020-01-01	2020-01-02	2020-01-01 00:05:22	2020-01-02 03:33:43	2020-01-01 00:05:22.000	2020-01-02 03:33:43.000	322	99223	49772.5	4977250	322	99223	49772.5	4977250	-32247	32688	5208.02	520802	-128	127	-1.58	-158
+323	101	10313	99224	0.96996	297.96996	149.46996	14946.99699	0.96997	297.96997	149.46997	14946.99706	0.96996	297.96996	149.46996	14946.99600	2020-01-01	2020-01-02	2020-01-01 00:05:23	2020-01-02 03:33:44	2020-01-01 00:05:23.000	2020-01-02 03:33:44.000	323	99224	49773.5	4977350	323	99224	49773.5	4977350	-32246	32689	5209.02	520902	-128	123	-3.14	-314
+324	101	10314	99225	0.97297	297.97297	149.47297	14947.29729	0.97297	297.97296	149.47297	14947.29737	0.97297	297.97297	149.47297	14947.29700	2020-01-01	2020-01-02	2020-01-01 00:05:24	2020-01-02 03:33:45	2020-01-01 00:05:24.000	2020-01-02 03:33:45.000	324	99225	49774.5	4977450	324	99225	49774.5	4977450	-32245	32690	5210.02	521002	-127	124	-2.14	-214
+325	101	10315	99226	0.97597	297.97597	149.47597	14947.59759	0.97597	297.97598	149.47597	14947.59794	0.97597	297.97597	149.47597	14947.59700	2020-01-01	2020-01-02	2020-01-01 00:05:25	2020-01-02 03:33:46	2020-01-01 00:05:25.000	2020-01-02 03:33:46.000	325	99226	49775.5	4977550	325	99226	49775.5	4977550	-32244	32691	5211.02	521102	-126	125	-1.14	-114
+326	101	10316	99227	0.97897	297.97897	149.47897	14947.89789	0.97897	297.97897	149.47897	14947.8976	0.97897	297.97897	149.47897	14947.89700	2020-01-01	2020-01-02	2020-01-01 00:05:26	2020-01-02 03:33:47	2020-01-01 00:05:26.000	2020-01-02 03:33:47.000	326	99227	49776.5	4977650	326	99227	49776.5	4977650	-32243	32692	5212.02	521202	-125	126	-0.14	-14
+327	101	10317	99228	0.98198	297.98198	149.48198	14948.19819	0.98198	297.982	149.48198	14948.19821	0.98198	297.98198	149.48198	14948.19800	2020-01-01	2020-01-02	2020-01-01 00:05:27	2020-01-02 03:33:48	2020-01-01 00:05:27.000	2020-01-02 03:33:48.000	327	99228	49777.5	4977750	327	99228	49777.5	4977750	-32242	32693	5213.02	521302	-124	127	0.86	86
+328	101	10318	99229	0.98498	297.98498	149.48498	14948.49849	0.98498	297.985	149.48498	14948.49853	0.98498	297.98498	149.48498	14948.49800	2020-01-01	2020-01-02	2020-01-01 00:05:28	2020-01-02 03:33:49	2020-01-01 00:05:28.000	2020-01-02 03:33:49.000	328	99229	49778.5	4977850	328	99229	49778.5	4977850	-32241	32694	5214.02	521402	-128	127	-0.7	-70
+329	101	10319	99230	0.98798	297.98798	149.48798	14948.79879	0.98798	297.98798	149.48798	14948.79883	0.98798	297.98798	149.48798	14948.79800	2020-01-01	2020-01-02	2020-01-01 00:05:29	2020-01-02 03:33:50	2020-01-01 00:05:29.000	2020-01-02 03:33:50.000	329	99230	49779.5	4977950	329	99230	49779.5	4977950	-32240	32695	5215.02	521502	-128	127	-2.26	-226
+33	102	10023	99933	0.09909	300.09909	150.09909	15160.009	0.09909	300.0991	150.0991	15160.00913	0.09909	300.09909	150.09909	15160.00809	2020-01-01	2020-01-02	2020-01-01 00:00:33	2020-01-02 03:45:33	2020-01-01 00:00:33.000	2020-01-02 03:45:33.000	33	99933	49983	5048283	33	99933	49983	5048283	-32536	32399	4562.009900990099	460763	-125	126	-0.36633663366336633	-37
+330	101	10320	99231	0.99099	297.99099	149.49099	14949.09909	0.99099	297.991	149.49099	14949.09941	0.99099	297.99099	149.49099	14949.09900	2020-01-01	2020-01-02	2020-01-01 00:05:30	2020-01-02 03:33:51	2020-01-01 00:05:30.000	2020-01-02 03:33:51.000	330	99231	49780.5	4978050	330	99231	49780.5	4978050	-32239	32696	5216.02	521602	-128	123	-3.82	-382
+331	101	10321	99232	0.99399	297.99399	149.49399	14949.39939	0.99399	297.994	149.49399	14949.39911	0.99399	297.99399	149.49399	14949.39900	2020-01-01	2020-01-02	2020-01-01 00:05:31	2020-01-02 03:33:52	2020-01-01 00:05:31.000	2020-01-02 03:33:52.000	331	99232	49781.5	4978150	331	99232	49781.5	4978150	-32238	32697	5217.02	521702	-127	124	-2.82	-282
+332	101	10322	99233	0.99699	297.99699	149.49699	14949.69969	0.99699	297.997	149.49699	14949.69969	0.99699	297.99699	149.49699	14949.69900	2020-01-01	2020-01-02	2020-01-01 00:05:32	2020-01-02 03:33:53	2020-01-01 00:05:32.000	2020-01-02 03:33:53.000	332	99233	49782.5	4978250	332	99233	49782.5	4978250	-32237	32698	5218.02	521802	-126	125	-1.82	-182
+333	101	10323	99234	1	298	149.5	14950	1	298	149.5	14950	1.00000	298.00000	149.50000	14950.00000	2020-01-01	2020-01-02	2020-01-01 00:05:33	2020-01-02 03:33:54	2020-01-01 00:05:33.000	2020-01-02 03:33:54.000	333	99234	49783.5	4978350	333	99234	49783.5	4978350	-32236	32699	5219.02	521902	-125	126	-0.82	-82
+334	101	10324	99235	1.003	298.003	149.503	14950.3003	1.003	298.003	149.503	14950.30029	1.00300	298.00300	149.50300	14950.30000	2020-01-01	2020-01-02	2020-01-01 00:05:34	2020-01-02 03:33:55	2020-01-01 00:05:34.000	2020-01-02 03:33:55.000	334	99235	49784.5	4978450	334	99235	49784.5	4978450	-32235	32700	5220.02	522002	-124	127	0.18	18
+335	101	10325	99236	1.006	298.006	149.506	14950.6006	1.006	298.006	149.506	14950.60088	1.00600	298.00600	149.50600	14950.60000	2020-01-01	2020-01-02	2020-01-01 00:05:35	2020-01-02 03:33:56	2020-01-01 00:05:35.000	2020-01-02 03:33:56.000	335	99236	49785.5	4978550	335	99236	49785.5	4978550	-32234	32701	5221.02	522102	-128	127	-1.38	-138
+336	101	10326	99237	1.009	298.009	149.509	14950.9009	1.009	298.009	149.509	14950.90057	1.00900	298.00900	149.50900	14950.90000	2020-01-01	2020-01-02	2020-01-01 00:05:36	2020-01-02 03:33:57	2020-01-01 00:05:36.000	2020-01-02 03:33:57.000	336	99237	49786.5	4978650	336	99237	49786.5	4978650	-32233	32702	5222.02	522202	-128	123	-2.94	-294
+337	101	10327	99238	1.01201	298.01201	149.51201	14951.2012	1.01201	298.01202	149.51201	14951.20117	1.01201	298.01201	149.51201	14951.20100	2020-01-01	2020-01-02	2020-01-01 00:05:37	2020-01-02 03:33:58	2020-01-01 00:05:37.000	2020-01-02 03:33:58.000	337	99238	49787.5	4978750	337	99238	49787.5	4978750	-32232	32703	5223.02	522302	-127	124	-1.94	-194
+338	101	10328	99239	1.01501	298.01501	149.51501	14951.5015	1.01501	298.015	149.51501	14951.50146	1.01501	298.01501	149.51501	14951.50100	2020-01-01	2020-01-02	2020-01-01 00:05:38	2020-01-02 03:33:59	2020-01-01 00:05:38.000	2020-01-02 03:33:59.000	338	99239	49788.5	4978850	338	99239	49788.5	4978850	-32231	32704	5224.02	522402	-126	125	-0.94	-94
+339	101	10329	99240	1.01801	298.01801	149.51801	14951.8018	1.01801	298.018	149.51801	14951.80177	1.01801	298.01801	149.51801	14951.80100	2020-01-01	2020-01-02	2020-01-01 00:05:39	2020-01-02 03:34:00	2020-01-01 00:05:39.000	2020-01-02 03:34:00.000	339	99240	49789.5	4978950	339	99240	49789.5	4978950	-32230	32705	5225.02	522502	-125	126	0.06	6
+34	102	10024	99934	0.1021	300.1021	150.1021	15160.31231	0.1021	300.1021	150.1021	15160.31224	0.10210	300.10210	150.10210	15160.31210	2020-01-01	2020-01-02	2020-01-01 00:00:34	2020-01-02 03:45:34	2020-01-01 00:00:34.000	2020-01-02 03:45:34.000	34	99934	49984	5048384	34	99934	49984	5048384	-32535	32400	4563.009900990099	460864	-124	127	0.6336633663366337	64
+340	101	10330	99241	1.02102	298.02102	149.52102	14952.1021	1.02102	298.02103	149.52102	14952.10239	1.02102	298.02102	149.52102	14952.10200	2020-01-01	2020-01-02	2020-01-01 00:05:40	2020-01-02 03:34:01	2020-01-01 00:05:40.000	2020-01-02 03:34:01.000	340	99241	49790.5	4979050	340	99241	49790.5	4979050	-32229	32706	5226.02	522602	-124	127	1.06	106
+341	101	10331	99242	1.02402	298.02402	149.52402	14952.4024	1.02402	298.02402	149.52402	14952.40205	1.02402	298.02402	149.52402	14952.40200	2020-01-01	2020-01-02	2020-01-01 00:05:41	2020-01-02 03:34:02	2020-01-01 00:05:41.000	2020-01-02 03:34:02.000	341	99242	49791.5	4979150	341	99242	49791.5	4979150	-32228	32707	5227.02	522702	-128	127	-0.5	-50
+342	101	10332	99243	1.02702	298.02702	149.52702	14952.7027	1.02702	298.02704	149.52702	14952.70264	1.02702	298.02702	149.52702	14952.70200	2020-01-01	2020-01-02	2020-01-01 00:05:42	2020-01-02 03:34:03	2020-01-01 00:05:42.000	2020-01-02 03:34:03.000	342	99243	49792.5	4979250	342	99243	49792.5	4979250	-32227	32708	5228.02	522802	-128	123	-2.06	-206
+343	101	10333	99244	1.03003	298.03003	149.53003	14953.003	1.03003	298.03003	149.53002	14953.00293	1.03003	298.03003	149.53003	14953.00300	2020-01-01	2020-01-02	2020-01-01 00:05:43	2020-01-02 03:34:04	2020-01-01 00:05:43.000	2020-01-02 03:34:04.000	343	99244	49793.5	4979350	343	99244	49793.5	4979350	-32226	32709	5229.02	522902	-127	124	-1.06	-106
+344	101	10334	99245	1.03303	298.03303	149.53303	14953.3033	1.03303	298.03302	149.53303	14953.30323	1.03303	298.03303	149.53303	14953.30300	2020-01-01	2020-01-02	2020-01-01 00:05:44	2020-01-02 03:34:05	2020-01-01 00:05:44.000	2020-01-02 03:34:05.000	344	99245	49794.5	4979450	344	99245	49794.5	4979450	-32225	32710	5230.02	523002	-126	125	-0.06	-6
+345	101	10335	99246	1.03603	298.03603	149.53603	14953.6036	1.03603	298.03604	149.53603	14953.60386	1.03603	298.03603	149.53603	14953.60300	2020-01-01	2020-01-02	2020-01-01 00:05:45	2020-01-02 03:34:06	2020-01-01 00:05:45.000	2020-01-02 03:34:06.000	345	99246	49795.5	4979550	345	99246	49795.5	4979550	-32224	32711	5231.02	523102	-125	126	0.94	94
+346	101	10336	99247	1.03903	298.03903	149.53903	14953.9039	1.03903	298.03903	149.53903	14953.90352	1.03903	298.03903	149.53903	14953.90300	2020-01-01	2020-01-02	2020-01-01 00:05:46	2020-01-02 03:34:07	2020-01-01 00:05:46.000	2020-01-02 03:34:07.000	346	99247	49796.5	4979650	346	99247	49796.5	4979650	-32223	32712	5232.02	523202	-124	127	1.94	194
+347	101	10337	99248	1.04204	298.04204	149.54204	14954.2042	1.04204	298.04205	149.54204	14954.20427	1.04204	298.04204	149.54204	14954.20400	2020-01-01	2020-01-02	2020-01-01 00:05:47	2020-01-02 03:34:08	2020-01-01 00:05:47.000	2020-01-02 03:34:08.000	347	99248	49797.5	4979750	347	99248	49797.5	4979750	-32222	32713	5233.02	523302	-128	127	0.38	38
+348	101	10338	99249	1.04504	298.04504	149.54504	14954.5045	1.04504	298.04504	149.54504	14954.50441	1.04504	298.04504	149.54504	14954.50400	2020-01-01	2020-01-02	2020-01-01 00:05:48	2020-01-02 03:34:09	2020-01-01 00:05:48.000	2020-01-02 03:34:09.000	348	99249	49798.5	4979850	348	99249	49798.5	4979850	-32221	32714	5234.02	523402	-128	123	-1.18	-118
+349	101	10339	99250	1.04804	298.04804	149.54804	14954.8048	1.04804	298.04803	149.54804	14954.80474	1.04804	298.04804	149.54804	14954.80400	2020-01-01	2020-01-02	2020-01-01 00:05:49	2020-01-02 03:34:10	2020-01-01 00:05:49.000	2020-01-02 03:34:10.000	349	99250	49799.5	4979950	349	99250	49799.5	4979950	-32220	32715	5235.02	523502	-127	124	-0.18	-18
+35	102	10025	99935	0.1051	300.1051	150.1051	15160.61561	0.1051	300.1051	150.1051	15160.61542	0.10510	300.10510	150.10510	15160.61510	2020-01-01	2020-01-02	2020-01-01 00:00:35	2020-01-02 03:45:35	2020-01-01 00:00:35.000	2020-01-02 03:45:35.000	35	99935	49985	5048485	35	99935	49985	5048485	-32534	32401	4564.009900990099	460965	-128	127	-0.900990099009901	-91
+350	101	10340	99251	1.05105	298.05105	149.55105	14955.1051	1.05105	298.05106	149.55105	14955.10532	1.05105	298.05105	149.55105	14955.10500	2020-01-01	2020-01-02	2020-01-01 00:05:50	2020-01-02 03:34:11	2020-01-01 00:05:50.000	2020-01-02 03:34:11.000	350	99251	49800.5	4980050	350	99251	49800.5	4980050	-32219	32716	5236.02	523602	-126	125	0.82	82
+351	101	10341	99252	1.05405	298.05405	149.55405	14955.4054	1.05405	298.05405	149.55404	14955.40499	1.05405	298.05405	149.55405	14955.40500	2020-01-01	2020-01-02	2020-01-01 00:05:51	2020-01-02 03:34:12	2020-01-01 00:05:51.000	2020-01-02 03:34:12.000	351	99252	49801.5	4980150	351	99252	49801.5	4980150	-32218	32717	5237.02	523702	-125	126	1.82	182
+352	101	10342	99253	1.05705	298.05705	149.55705	14955.7057	1.05705	298.05707	149.55705	14955.70574	1.05705	298.05705	149.55705	14955.70500	2020-01-01	2020-01-02	2020-01-01 00:05:52	2020-01-02 03:34:13	2020-01-01 00:05:52.000	2020-01-02 03:34:13.000	352	99253	49802.5	4980250	352	99253	49802.5	4980250	-32217	32718	5238.02	523802	-124	127	2.82	282
+353	101	10343	99254	1.06006	298.06006	149.56006	14956.006	1.06006	298.06006	149.56005	14956.00587	1.06006	298.06006	149.56006	14956.00600	2020-01-01	2020-01-02	2020-01-01 00:05:53	2020-01-02 03:34:14	2020-01-01 00:05:53.000	2020-01-02 03:34:14.000	353	99254	49803.5	4980350	353	99254	49803.5	4980350	-32216	32719	5239.02	523902	-128	127	1.26	126
+354	101	10344	99255	1.06306	298.06306	149.56306	14956.3063	1.06306	298.06305	149.56306	14956.3062	1.06306	298.06306	149.56306	14956.30600	2020-01-01	2020-01-02	2020-01-01 00:05:54	2020-01-02 03:34:15	2020-01-01 00:05:54.000	2020-01-02 03:34:15.000	354	99255	49804.5	4980450	354	99255	49804.5	4980450	-32215	32720	5240.02	524002	-128	127	-0.3	-30
+355	101	10345	99256	1.06606	298.06606	149.56606	14956.6066	1.06606	298.06607	149.56606	14956.6068	1.06606	298.06606	149.56606	14956.60600	2020-01-01	2020-01-02	2020-01-01 00:05:55	2020-01-02 03:34:16	2020-01-01 00:05:55.000	2020-01-02 03:34:16.000	355	99256	49805.5	4980550	355	99256	49805.5	4980550	-32214	32721	5241.02	524102	-128	123	-1.86	-186
+356	101	10346	99257	1.06906	298.06906	149.56906	14956.9069	1.06906	298.06906	149.56907	14956.90709	1.06906	298.06906	149.56906	14956.90600	2020-01-01	2020-01-02	2020-01-01 00:05:56	2020-01-02 03:34:17	2020-01-01 00:05:56.000	2020-01-02 03:34:17.000	356	99257	49806.5	4980650	356	99257	49806.5	4980650	-32213	32722	5242.02	524202	-127	124	-0.86	-86
+357	101	10347	99258	1.07207	298.07207	149.57207	14957.2072	1.07207	298.07208	149.57207	14957.20721	1.07207	298.07207	149.57207	14957.20700	2020-01-01	2020-01-02	2020-01-01 00:05:57	2020-01-02 03:34:18	2020-01-01 00:05:57.000	2020-01-02 03:34:18.000	357	99258	49807.5	4980750	357	99258	49807.5	4980750	-32212	32723	5243.02	524302	-126	125	0.14	14
+358	101	10348	99259	1.07507	298.07507	149.57507	14957.5075	1.07507	298.07507	149.57507	14957.50734	1.07507	298.07507	149.57507	14957.50700	2020-01-01	2020-01-02	2020-01-01 00:05:58	2020-01-02 03:34:19	2020-01-01 00:05:58.000	2020-01-02 03:34:19.000	358	99259	49808.5	4980850	358	99259	49808.5	4980850	-32211	32724	5244.02	524402	-125	126	1.14	114
+359	101	10349	99260	1.07807	298.07807	149.57807	14957.8078	1.07807	298.07806	149.57807	14957.80767	1.07807	298.07807	149.57807	14957.80700	2020-01-01	2020-01-02	2020-01-01 00:05:59	2020-01-02 03:34:20	2020-01-01 00:05:59.000	2020-01-02 03:34:20.000	359	99260	49809.5	4980950	359	99260	49809.5	4980950	-32210	32725	5245.02	524502	-124	127	2.14	214
+36	102	10026	99936	0.1081	300.1081	150.1081	15160.91891	0.1081	300.1081	150.1081	15160.91873	0.10810	300.10810	150.10810	15160.91810	2020-01-01	2020-01-02	2020-01-01 00:00:36	2020-01-02 03:45:36	2020-01-01 00:00:36.000	2020-01-02 03:45:36.000	36	99936	49986	5048586	36	99936	49986	5048586	-32533	32402	4565.009900990099	461066	-128	123	-2.4356435643564356	-246
+360	101	10350	99261	1.08108	298.08108	149.58108	14958.1081	1.08108	298.0811	149.58108	14958.10827	1.08108	298.08108	149.58108	14958.10800	2020-01-01	2020-01-02	2020-01-01 00:06:00	2020-01-02 03:34:21	2020-01-01 00:06:00.000	2020-01-02 03:34:21.000	360	99261	49810.5	4981050	360	99261	49810.5	4981050	-32209	32726	5246.02	524602	-128	127	0.58	58
+361	101	10351	99262	1.08408	298.08408	149.58408	14958.4084	1.08408	298.08408	149.58408	14958.40856	1.08408	298.08408	149.58408	14958.40800	2020-01-01	2020-01-02	2020-01-01 00:06:01	2020-01-02 03:34:22	2020-01-01 00:06:01.000	2020-01-02 03:34:22.000	361	99262	49811.5	4981150	361	99262	49811.5	4981150	-32208	32727	5247.02	524702	-128	123	-0.98	-98
+362	101	10352	99263	1.08708	298.08708	149.58708	14958.7087	1.08708	298.0871	149.58708	14958.70868	1.08708	298.08708	149.58708	14958.70800	2020-01-01	2020-01-02	2020-01-01 00:06:02	2020-01-02 03:34:23	2020-01-01 00:06:02.000	2020-01-02 03:34:23.000	362	99263	49812.5	4981250	362	99263	49812.5	4981250	-32207	32728	5248.02	524802	-127	124	0.02	2
+363	101	10353	99264	1.09009	298.09009	149.59009	14959.009	1.09009	298.0901	149.59008	14959.00884	1.09009	298.09009	149.59009	14959.00900	2020-01-01	2020-01-02	2020-01-01 00:06:03	2020-01-02 03:34:24	2020-01-01 00:06:03.000	2020-01-02 03:34:24.000	363	99264	49813.5	4981350	363	99264	49813.5	4981350	-32206	32729	5249.02	524902	-126	125	1.02	102
+364	101	10354	99265	1.09309	298.09309	149.59309	14959.3093	1.09309	298.09308	149.59309	14959.30915	1.09309	298.09309	149.59309	14959.30900	2020-01-01	2020-01-02	2020-01-01 00:06:04	2020-01-02 03:34:25	2020-01-01 00:06:04.000	2020-01-02 03:34:25.000	364	99265	49814.5	4981450	364	99265	49814.5	4981450	-32205	32730	5250.02	525002	-125	126	2.02	202
+365	101	10355	99266	1.09609	298.09609	149.59609	14959.6096	1.09609	298.0961	149.59609	14959.6099	1.09609	298.09609	149.59609	14959.60900	2020-01-01	2020-01-02	2020-01-01 00:06:05	2020-01-02 03:34:26	2020-01-01 00:06:05.000	2020-01-02 03:34:26.000	365	99266	49815.5	4981550	365	99266	49815.5	4981550	-32204	32731	5251.02	525102	-124	127	3.02	302
+366	101	10356	99267	1.09909	298.09909	149.59909	14959.9099	1.09909	298.0991	149.5991	14959.91003	1.09909	298.09909	149.59909	14959.90900	2020-01-01	2020-01-02	2020-01-01 00:06:06	2020-01-02 03:34:27	2020-01-01 00:06:06.000	2020-01-02 03:34:27.000	366	99267	49816.5	4981650	366	99267	49816.5	4981650	-32203	32732	5252.02	525202	-128	127	1.46	146
+367	101	10357	99268	1.1021	298.1021	149.6021	14960.21021	1.1021	298.1021	149.6021	14960.21015	1.10210	298.10210	149.60210	14960.21000	2020-01-01	2020-01-02	2020-01-01 00:06:07	2020-01-02 03:34:28	2020-01-01 00:06:07.000	2020-01-02 03:34:28.000	367	99268	49817.5	4981750	367	99268	49817.5	4981750	-32202	32733	5253.02	525302	-128	123	-0.1	-10
+368	101	10358	99269	1.1051	298.1051	149.6051	14960.51051	1.1051	298.1051	149.6051	14960.51031	1.10510	298.10510	149.60510	14960.51000	2020-01-01	2020-01-02	2020-01-01 00:06:08	2020-01-02 03:34:29	2020-01-01 00:06:08.000	2020-01-02 03:34:29.000	368	99269	49818.5	4981850	368	99269	49818.5	4981850	-32201	32734	5254.02	525402	-127	124	0.9	90
+369	101	10359	99270	1.1081	298.1081	149.6081	14960.81081	1.1081	298.1081	149.6081	14960.81062	1.10810	298.10810	149.60810	14960.81000	2020-01-01	2020-01-02	2020-01-01 00:06:09	2020-01-02 03:34:30	2020-01-01 00:06:09.000	2020-01-02 03:34:30.000	369	99270	49819.5	4981950	369	99270	49819.5	4981950	-32200	32735	5255.02	525502	-126	125	1.9	190
+37	102	10027	99937	0.11111	300.11111	150.11111	15161.22222	0.11111	300.1111	150.11111	15161.22248	0.11111	300.11111	150.11111	15161.22211	2020-01-01	2020-01-02	2020-01-01 00:00:37	2020-01-02 03:45:37	2020-01-01 00:00:37.000	2020-01-02 03:45:37.000	37	99937	49987	5048687	37	99937	49987	5048687	-32532	32403	4566.009900990099	461167	-127	124	-1.4356435643564356	-145
+370	101	10360	99271	1.11111	298.11111	149.61111	14961.11111	1.11111	298.1111	149.61111	14961.11137	1.11111	298.11111	149.61111	14961.11100	2020-01-01	2020-01-02	2020-01-01 00:06:10	2020-01-02 03:34:31	2020-01-01 00:06:10.000	2020-01-02 03:34:31.000	370	99271	49820.5	4982050	370	99271	49820.5	4982050	-32199	32736	5256.02	525602	-125	126	2.9	290
+371	101	10361	99272	1.11411	298.11411	149.61411	14961.41141	1.11411	298.1141	149.61411	14961.4115	1.11411	298.11411	149.61411	14961.41100	2020-01-01	2020-01-02	2020-01-01 00:06:11	2020-01-02 03:34:32	2020-01-01 00:06:11.000	2020-01-02 03:34:32.000	371	99272	49821.5	4982150	371	99272	49821.5	4982150	-32198	32737	5257.02	525702	-124	127	3.9	390
+372	101	10362	99273	1.11711	298.11711	149.61711	14961.71171	1.11711	298.11713	149.61711	14961.71165	1.11711	298.11711	149.61711	14961.71100	2020-01-01	2020-01-02	2020-01-01 00:06:12	2020-01-02 03:34:33	2020-01-01 00:06:12.000	2020-01-02 03:34:33.000	372	99273	49822.5	4982250	372	99273	49822.5	4982250	-32197	32738	5258.02	525802	-128	127	2.34	234
+373	101	10363	99274	1.12012	298.12012	149.62012	14962.01201	1.12012	298.12012	149.62011	14962.01179	1.12012	298.12012	149.62012	14962.01200	2020-01-01	2020-01-02	2020-01-01 00:06:13	2020-01-02 03:34:34	2020-01-01 00:06:13.000	2020-01-02 03:34:34.000	373	99274	49823.5	4982350	373	99274	49823.5	4982350	-32196	32739	5259.02	525902	-128	123	0.78	78
+374	101	10364	99275	1.12312	298.12312	149.62312	14962.31231	1.12312	298.1231	149.62312	14962.31208	1.12312	298.12312	149.62312	14962.31200	2020-01-01	2020-01-02	2020-01-01 00:06:14	2020-01-02 03:34:35	2020-01-01 00:06:14.000	2020-01-02 03:34:35.000	374	99275	49824.5	4982450	374	99275	49824.5	4982450	-32195	32740	5260.02	526002	-127	124	1.78	178
+375	101	10365	99276	1.12612	298.12612	149.62612	14962.61261	1.12612	298.12613	149.62612	14962.61283	1.12612	298.12612	149.62612	14962.61200	2020-01-01	2020-01-02	2020-01-01 00:06:15	2020-01-02 03:34:36	2020-01-01 00:06:15.000	2020-01-02 03:34:36.000	375	99276	49825.5	4982550	375	99276	49825.5	4982550	-32194	32741	5261.02	526102	-126	125	2.78	278
+376	101	10366	99277	1.12912	298.12912	149.62912	14962.91291	1.12912	298.12912	149.62912	14962.91297	1.12912	298.12912	149.62912	14962.91200	2020-01-01	2020-01-02	2020-01-01 00:06:16	2020-01-02 03:34:37	2020-01-01 00:06:16.000	2020-01-02 03:34:37.000	376	99277	49826.5	4982650	376	99277	49826.5	4982650	-32193	32742	5262.02	526202	-125	126	3.78	378
+377	101	10367	99278	1.13213	298.13213	149.63213	14963.21321	1.13213	298.13214	149.63213	14963.21312	1.13213	298.13213	149.63213	14963.21300	2020-01-01	2020-01-02	2020-01-01 00:06:17	2020-01-02 03:34:38	2020-01-01 00:06:17.000	2020-01-02 03:34:38.000	377	99278	49827.5	4982750	377	99278	49827.5	4982750	-32192	32743	5263.02	526302	-124	127	4.78	478
+378	101	10368	99279	1.13513	298.13513	149.63513	14963.51351	1.13513	298.13513	149.63513	14963.51326	1.13513	298.13513	149.63513	14963.51300	2020-01-01	2020-01-02	2020-01-01 00:06:18	2020-01-02 03:34:39	2020-01-01 00:06:18.000	2020-01-02 03:34:39.000	378	99279	49828.5	4982850	378	99279	49828.5	4982850	-32191	32744	5264.02	526402	-128	127	3.22	322
+379	101	10369	99280	1.13813	298.13813	149.63813	14963.81381	1.13813	298.13815	149.63814	14963.81401	1.13813	298.13813	149.63813	14963.81300	2020-01-01	2020-01-02	2020-01-01 00:06:19	2020-01-02 03:34:40	2020-01-01 00:06:19.000	2020-01-02 03:34:40.000	379	99280	49829.5	4982950	379	99280	49829.5	4982950	-32190	32745	5265.02	526502	-128	127	1.66	166
+38	102	10028	99938	0.11411	300.11411	150.11411	15161.52552	0.11411	300.1141	150.11411	15161.52562	0.11411	300.11411	150.11411	15161.52511	2020-01-01	2020-01-02	2020-01-01 00:00:38	2020-01-02 03:45:38	2020-01-01 00:00:38.000	2020-01-02 03:45:38.000	38	99938	49988	5048788	38	99938	49988	5048788	-32531	32404	4567.009900990099	461268	-126	125	-0.43564356435643564	-44
+380	101	10370	99281	1.14114	298.14114	149.64114	14964.11411	1.14114	298.14114	149.64114	14964.11431	1.14114	298.14114	149.64114	14964.11400	2020-01-01	2020-01-02	2020-01-01 00:06:20	2020-01-02 03:34:41	2020-01-01 00:06:20.000	2020-01-02 03:34:41.000	380	99281	49830.5	4983050	380	99281	49830.5	4983050	-32189	32746	5266.02	526602	-128	124	0.1	10
+381	101	10371	99282	1.14414	298.14414	149.64414	14964.41441	1.14414	298.14413	149.64414	14964.41448	1.14414	298.14414	149.64414	14964.41400	2020-01-01	2020-01-02	2020-01-01 00:06:21	2020-01-02 03:34:42	2020-01-01 00:06:21.000	2020-01-02 03:34:42.000	381	99282	49831.5	4983150	381	99282	49831.5	4983150	-32188	32747	5267.02	526702	-127	125	1.1	110
+382	101	10372	99283	1.14714	298.14714	149.64714	14964.71471	1.14714	298.14716	149.64714	14964.71459	1.14714	298.14714	149.64714	14964.71400	2020-01-01	2020-01-02	2020-01-01 00:06:22	2020-01-02 03:34:43	2020-01-01 00:06:22.000	2020-01-02 03:34:43.000	382	99283	49832.5	4983250	382	99283	49832.5	4983250	-32187	32748	5268.02	526802	-126	126	2.1	210
+383	101	10373	99284	1.15015	298.15015	149.65015	14965.01501	1.15015	298.15015	149.65014	14965.01472	1.15015	298.15015	149.65015	14965.01500	2020-01-01	2020-01-02	2020-01-01 00:06:23	2020-01-02 03:34:44	2020-01-01 00:06:23.000	2020-01-02 03:34:44.000	383	99284	49833.5	4983350	383	99284	49833.5	4983350	-32186	32749	5269.02	526902	-125	127	3.1	310
+384	101	10374	99285	1.15315	298.15315	149.65315	14965.31531	1.15315	298.15317	149.65315	14965.31547	1.15315	298.15315	149.65315	14965.31500	2020-01-01	2020-01-02	2020-01-01 00:06:24	2020-01-02 03:34:45	2020-01-01 00:06:24.000	2020-01-02 03:34:45.000	384	99285	49834.5	4983450	384	99285	49834.5	4983450	-32185	32750	5270.02	527002	-128	127	1.54	154
+385	101	10375	99286	1.15615	298.15615	149.65615	14965.61561	1.15615	298.15616	149.65615	14965.61578	1.15615	298.15615	149.65615	14965.61500	2020-01-01	2020-01-02	2020-01-01 00:06:25	2020-01-02 03:34:46	2020-01-01 00:06:25.000	2020-01-02 03:34:46.000	385	99286	49835.5	4983550	385	99286	49835.5	4983550	-32184	32751	5271.02	527102	-128	127	-0.02	-2
+386	101	10376	99287	1.15915	298.15915	149.65915	14965.91591	1.15915	298.15915	149.65915	14965.91594	1.15915	298.15915	149.65915	14965.91500	2020-01-01	2020-01-02	2020-01-01 00:06:26	2020-01-02 03:34:47	2020-01-01 00:06:26.000	2020-01-02 03:34:47.000	386	99287	49836.5	4983650	386	99287	49836.5	4983650	-32183	32752	5272.02	527202	-128	123	-1.58	-158
+387	101	10377	99288	1.16216	298.16216	149.66216	14966.21621	1.16216	298.16217	149.66216	14966.21606	1.16216	298.16216	149.66216	14966.21600	2020-01-01	2020-01-02	2020-01-01 00:06:27	2020-01-02 03:34:48	2020-01-01 00:06:27.000	2020-01-02 03:34:48.000	387	99288	49837.5	4983750	387	99288	49837.5	4983750	-32182	32753	5273.02	527302	-127	124	-0.58	-58
+388	101	10378	99289	1.16516	298.16516	149.66516	14966.51651	1.16516	298.16516	149.66516	14966.51636	1.16516	298.16516	149.66516	14966.51600	2020-01-01	2020-01-02	2020-01-01 00:06:28	2020-01-02 03:34:49	2020-01-01 00:06:28.000	2020-01-02 03:34:49.000	388	99289	49838.5	4983850	388	99289	49838.5	4983850	-32181	32754	5274.02	527402	-126	125	0.42	42
+389	101	10379	99290	1.16816	298.16816	149.66816	14966.81681	1.16816	298.16818	149.66816	14966.81695	1.16816	298.16816	149.66816	14966.81600	2020-01-01	2020-01-02	2020-01-01 00:06:29	2020-01-02 03:34:50	2020-01-01 00:06:29.000	2020-01-02 03:34:50.000	389	99290	49839.5	4983950	389	99290	49839.5	4983950	-32180	32755	5275.02	527502	-125	126	1.42	142
+39	102	10029	99939	0.11711	300.11711	150.11711	15161.82882	0.11711	300.11713	150.11711	15161.82876	0.11711	300.11711	150.11711	15161.82811	2020-01-01	2020-01-02	2020-01-01 00:00:39	2020-01-02 03:45:39	2020-01-01 00:00:39.000	2020-01-02 03:45:39.000	39	99939	49989	5048889	39	99939	49989	5048889	-32530	32405	4568.009900990099	461369	-125	126	0.5643564356435643	57
+390	101	10380	99291	1.17117	298.17117	149.67117	14967.11711	1.17117	298.17117	149.67117	14967.11725	1.17117	298.17117	149.67117	14967.11700	2020-01-01	2020-01-02	2020-01-01 00:06:30	2020-01-02 03:34:51	2020-01-01 00:06:30.000	2020-01-02 03:34:51.000	390	99291	49840.5	4984050	390	99291	49840.5	4984050	-32179	32756	5276.02	527602	-124	127	2.42	242
+391	101	10381	99292	1.17417	298.17417	149.67417	14967.41741	1.17417	298.17416	149.67417	14967.41741	1.17417	298.17417	149.67417	14967.41700	2020-01-01	2020-01-02	2020-01-01 00:06:31	2020-01-02 03:34:52	2020-01-01 00:06:31.000	2020-01-02 03:34:52.000	391	99292	49841.5	4984150	391	99292	49841.5	4984150	-32178	32757	5277.02	527702	-128	127	0.86	86
+392	101	10382	99293	1.17717	298.17717	149.67717	14967.71771	1.17717	298.1772	149.67717	14967.71753	1.17717	298.17717	149.67717	14967.71700	2020-01-01	2020-01-02	2020-01-01 00:06:32	2020-01-02 03:34:53	2020-01-01 00:06:32.000	2020-01-02 03:34:53.000	392	99293	49842.5	4984250	392	99293	49842.5	4984250	-32177	32758	5278.02	527802	-128	123	-0.7	-70
+393	101	10383	99294	1.18018	298.18018	149.68018	14968.01801	1.18018	298.18018	149.68017	14968.01782	1.18018	298.18018	149.68018	14968.01800	2020-01-01	2020-01-02	2020-01-01 00:06:33	2020-01-02 03:34:54	2020-01-01 00:06:33.000	2020-01-02 03:34:54.000	393	99294	49843.5	4984350	393	99294	49843.5	4984350	-32176	32759	5279.02	527902	-127	124	0.3	30
+394	101	10384	99295	1.18318	298.18318	149.68318	14968.31831	1.18318	298.1832	149.68318	14968.31842	1.18318	298.18318	149.68318	14968.31800	2020-01-01	2020-01-02	2020-01-01 00:06:34	2020-01-02 03:34:55	2020-01-01 00:06:34.000	2020-01-02 03:34:55.000	394	99295	49844.5	4984450	394	99295	49844.5	4984450	-32175	32760	5280.02	528002	-126	125	1.3	130
+395	101	10385	99296	1.18618	298.18618	149.68618	14968.61861	1.18618	298.1862	149.68618	14968.61875	1.18618	298.18618	149.68618	14968.61800	2020-01-01	2020-01-02	2020-01-01 00:06:35	2020-01-02 03:34:56	2020-01-01 00:06:35.000	2020-01-02 03:34:56.000	395	99296	49845.5	4984550	395	99296	49845.5	4984550	-32174	32761	5281.02	528102	-125	126	2.3	230
+396	101	10386	99297	1.18918	298.18918	149.68918	14968.91891	1.18918	298.18918	149.68918	14968.91889	1.18918	298.18918	149.68918	14968.91800	2020-01-01	2020-01-02	2020-01-01 00:06:36	2020-01-02 03:34:57	2020-01-01 00:06:36.000	2020-01-02 03:34:57.000	396	99297	49846.5	4984650	396	99297	49846.5	4984650	-32173	32762	5282.02	528202	-124	127	3.3	330
+397	101	10387	99298	1.19219	298.19219	149.69219	14969.21921	1.19219	298.1922	149.69219	14969.21964	1.19219	298.19219	149.69219	14969.21900	2020-01-01	2020-01-02	2020-01-01 00:06:37	2020-01-02 03:34:58	2020-01-01 00:06:37.000	2020-01-02 03:34:58.000	397	99298	49847.5	4984750	397	99298	49847.5	4984750	-32172	32763	5283.02	528302	-128	127	1.74	174
+398	101	10388	99299	1.19519	298.19519	149.69519	14969.51951	1.19519	298.1952	149.69519	14969.51929	1.19519	298.19519	149.69519	14969.51900	2020-01-01	2020-01-02	2020-01-01 00:06:38	2020-01-02 03:34:59	2020-01-01 00:06:38.000	2020-01-02 03:34:59.000	398	99299	49848.5	4984850	398	99299	49848.5	4984850	-32171	32764	5284.02	528402	-128	123	0.18	18
+399	101	10389	99300	1.19819	298.19819	149.69819	14969.81981	1.19819	298.1982	149.69819	14969.81989	1.19819	298.19819	149.69819	14969.81900	2020-01-01	2020-01-02	2020-01-01 00:06:39	2020-01-02 03:35:00	2020-01-01 00:06:39.000	2020-01-02 03:35:00.000	399	99300	49849.5	4984950	399	99300	49849.5	4984950	-32170	32765	5285.02	528502	-127	124	1.18	118
+4	102	1003	9994	0.01201	300.01201	150.01201	15151.21321	0.01201	300.01202	150.01201	15151.21318	0.01201	300.01201	150.01201	15151.21301	2020-01-01	2020-01-02	2020-01-01 00:00:04	2020-01-02 03:45:04	2020-01-01 00:00:04.000	2020-01-02 03:45:04.000	4	99904	49954	5045354	4	99904	49954	5045354	-32565	32370	4533.009900990099	457834	-128	127	-1.4851485148514851	-150
+40	102	10030	99940	0.12012	300.12012	150.12012	15162.13213	0.12012	300.12012	150.12011	15162.13191	0.12012	300.12012	150.12012	15162.13212	2020-01-01	2020-01-02	2020-01-01 00:00:40	2020-01-02 03:45:40	2020-01-01 00:00:40.000	2020-01-02 03:45:40.000	40	99940	49990	5048990	40	99940	49990	5048990	-32529	32406	4569.009900990099	461470	-124	127	1.5643564356435644	158
+400	101	10390	99301	1.2012	298.2012	149.7012	14970.12012	1.2012	298.2012	149.7012	14970.12022	1.20120	298.20120	149.70120	14970.12000	2020-01-01	2020-01-02	2020-01-01 00:06:40	2020-01-02 03:35:01	2020-01-01 00:06:40.000	2020-01-02 03:35:01.000	400	99301	49850.5	4985050	400	99301	49850.5	4985050	-32169	32766	5286.02	528602	-126	125	2.18	218
+401	101	10391	99302	1.2042	298.2042	149.7042	14970.42042	1.2042	298.2042	149.7042	14970.42035	1.20420	298.20420	149.70420	14970.42000	2020-01-01	2020-01-02	2020-01-01 00:06:41	2020-01-02 03:35:02	2020-01-01 00:06:41.000	2020-01-02 03:35:02.000	401	99302	49851.5	4985150	401	99302	49851.5	4985150	-32168	32767	5287.02	528702	-125	126	3.18	318
+402	101	10392	99303	1.2072	298.2072	149.7072	14970.72072	1.2072	298.2072	149.70721	14970.72111	1.20720	298.20720	149.70720	14970.72000	2020-01-01	2020-01-02	2020-01-01 00:06:42	2020-01-02 03:35:03	2020-01-01 00:06:42.000	2020-01-02 03:35:03.000	402	99303	49852.5	4985250	402	99303	49852.5	4985250	-32768	32370	4632.66	463266	-124	127	4.18	418
+403	101	10393	99304	1.21021	298.21021	149.71021	14971.02102	1.21021	298.2102	149.7102	14971.02077	1.21021	298.21021	149.71021	14971.02100	2020-01-01	2020-01-02	2020-01-01 00:06:43	2020-01-02 03:35:04	2020-01-01 00:06:43.000	2020-01-02 03:35:04.000	403	99304	49853.5	4985350	403	99304	49853.5	4985350	-32767	32371	4633.66	463366	-128	127	2.62	262
+404	101	10394	99305	1.21321	298.21321	149.71321	14971.32132	1.21321	298.21323	149.71321	14971.32139	1.21321	298.21321	149.71321	14971.32100	2020-01-01	2020-01-02	2020-01-01 00:06:44	2020-01-02 03:35:05	2020-01-01 00:06:44.000	2020-01-02 03:35:05.000	404	99305	49854.5	4985450	404	99305	49854.5	4985450	-32766	32372	4634.66	463466	-128	127	1.06	106
+405	101	10395	99306	1.21621	298.21621	149.71621	14971.62162	1.21621	298.21622	149.71621	14971.62169	1.21621	298.21621	149.71621	14971.62100	2020-01-01	2020-01-02	2020-01-01 00:06:45	2020-01-02 03:35:06	2020-01-01 00:06:45.000	2020-01-02 03:35:06.000	405	99306	49855.5	4985550	405	99306	49855.5	4985550	-32765	32373	4635.66	463566	-128	124	-0.5	-50
+406	101	10396	99307	1.21921	298.21921	149.71921	14971.92192	1.21921	298.2192	149.71921	14971.92199	1.21921	298.21921	149.71921	14971.92100	2020-01-01	2020-01-02	2020-01-01 00:06:46	2020-01-02 03:35:07	2020-01-01 00:06:46.000	2020-01-02 03:35:07.000	406	99307	49856.5	4985650	406	99307	49856.5	4985650	-32764	32374	4636.66	463666	-127	125	0.5	50
+407	101	10397	99308	1.22222	298.22222	149.72222	14972.22222	1.22222	298.22223	149.72222	14972.22257	1.22222	298.22222	149.72222	14972.22200	2020-01-01	2020-01-02	2020-01-01 00:06:47	2020-01-02 03:35:08	2020-01-01 00:06:47.000	2020-01-02 03:35:08.000	407	99308	49857.5	4985750	407	99308	49857.5	4985750	-32763	32375	4637.66	463766	-126	126	1.5	150
+408	101	10398	99309	1.22522	298.22522	149.72522	14972.52252	1.22522	298.22522	149.72522	14972.52224	1.22522	298.22522	149.72522	14972.52200	2020-01-01	2020-01-02	2020-01-01 00:06:48	2020-01-02 03:35:09	2020-01-01 00:06:48.000	2020-01-02 03:35:09.000	408	99309	49858.5	4985850	408	99309	49858.5	4985850	-32762	32376	4638.66	463866	-125	127	2.5	250
+409	101	10399	99310	1.22822	298.22822	149.72822	14972.82282	1.22822	298.22824	149.72822	14972.82286	1.22822	298.22822	149.72822	14972.82200	2020-01-01	2020-01-02	2020-01-01 00:06:49	2020-01-02 03:35:10	2020-01-01 00:06:49.000	2020-01-02 03:35:10.000	409	99310	49859.5	4985950	409	99310	49859.5	4985950	-32761	32377	4639.66	463966	-128	127	0.94	94
+41	102	10031	99941	0.12312	300.12312	150.12312	15162.43543	0.12312	300.1231	150.12312	15162.43521	0.12312	300.12312	150.12312	15162.43512	2020-01-01	2020-01-02	2020-01-01 00:00:41	2020-01-02 03:45:41	2020-01-01 00:00:41.000	2020-01-02 03:45:41.000	41	99941	49991	5049091	41	99941	49991	5049091	-32528	32407	4570.009900990099	461571	-128	127	0.0297029702970297	3
+410	101	10400	99311	1.23123	298.23123	149.73123	14973.12312	1.23123	298.23123	149.73123	14973.12316	1.23123	298.23123	149.73123	14973.12300	2020-01-01	2020-01-02	2020-01-01 00:06:50	2020-01-02 03:35:11	2020-01-01 00:06:50.000	2020-01-02 03:35:11.000	410	99311	49860.5	4986050	410	99311	49860.5	4986050	-32760	32378	4640.66	464066	-128	127	-0.62	-62
+411	101	10401	99312	1.23423	298.23423	149.73423	14973.42342	1.23423	298.23422	149.73423	14973.42345	1.23423	298.23423	149.73423	14973.42300	2020-01-01	2020-01-02	2020-01-01 00:06:51	2020-01-02 03:35:12	2020-01-01 00:06:51.000	2020-01-02 03:35:12.000	411	99312	49861.5	4986150	411	99312	49861.5	4986150	-32759	32379	4641.66	464166	-128	123	-2.18	-218
+412	101	10402	99313	1.23723	298.23723	149.73723	14973.72372	1.23723	298.23724	149.73724	14973.72405	1.23723	298.23723	149.73723	14973.72300	2020-01-01	2020-01-02	2020-01-01 00:06:52	2020-01-02 03:35:13	2020-01-01 00:06:52.000	2020-01-02 03:35:13.000	412	99313	49862.5	4986250	412	99313	49862.5	4986250	-32758	32380	4642.66	464266	-127	124	-1.18	-118
+413	101	10403	99314	1.24024	298.24024	149.74024	14974.02402	1.24024	298.24023	149.74023	14974.02374	1.24024	298.24024	149.74024	14974.02400	2020-01-01	2020-01-02	2020-01-01 00:06:53	2020-01-02 03:35:14	2020-01-01 00:06:53.000	2020-01-02 03:35:14.000	413	99314	49863.5	4986350	413	99314	49863.5	4986350	-32757	32381	4643.66	464366	-126	125	-0.18	-18
+414	101	10404	99315	1.24324	298.24324	149.74324	14974.32432	1.24324	298.24326	149.74324	14974.32433	1.24324	298.24324	149.74324	14974.32400	2020-01-01	2020-01-02	2020-01-01 00:06:54	2020-01-02 03:35:15	2020-01-01 00:06:54.000	2020-01-02 03:35:15.000	414	99315	49864.5	4986450	414	99315	49864.5	4986450	-32756	32382	4644.66	464466	-125	126	0.82	82
+415	101	10405	99316	1.24624	298.24624	149.74624	14974.62462	1.24624	298.24625	149.74624	14974.62463	1.24624	298.24624	149.74624	14974.62400	2020-01-01	2020-01-02	2020-01-01 00:06:55	2020-01-02 03:35:16	2020-01-01 00:06:55.000	2020-01-02 03:35:16.000	415	99316	49865.5	4986550	415	99316	49865.5	4986550	-32755	32383	4645.66	464566	-124	127	1.82	182
+416	101	10406	99317	1.24924	298.24924	149.74924	14974.92492	1.24924	298.24924	149.74924	14974.92492	1.24924	298.24924	149.74924	14974.92400	2020-01-01	2020-01-02	2020-01-01 00:06:56	2020-01-02 03:35:17	2020-01-01 00:06:56.000	2020-01-02 03:35:17.000	416	99317	49866.5	4986650	416	99317	49866.5	4986650	-32754	32384	4646.66	464666	-128	127	0.26	26
+417	101	10407	99318	1.25225	298.25225	149.75225	14975.22522	1.25225	298.25226	149.75225	14975.22552	1.25225	298.25225	149.75225	14975.22500	2020-01-01	2020-01-02	2020-01-01 00:06:57	2020-01-02 03:35:18	2020-01-01 00:06:57.000	2020-01-02 03:35:18.000	417	99318	49867.5	4986750	417	99318	49867.5	4986750	-32753	32385	4647.66	464766	-128	123	-1.3	-130
+418	101	10408	99319	1.25525	298.25525	149.75525	14975.52552	1.25525	298.25525	149.75525	14975.52521	1.25525	298.25525	149.75525	14975.52500	2020-01-01	2020-01-02	2020-01-01 00:06:58	2020-01-02 03:35:19	2020-01-01 00:06:58.000	2020-01-02 03:35:19.000	418	99319	49868.5	4986850	418	99319	49868.5	4986850	-32752	32386	4648.66	464866	-127	124	-0.3	-30
+419	101	10409	99320	1.25825	298.25825	149.75825	14975.82582	1.25825	298.25827	149.75825	14975.8258	1.25825	298.25825	149.75825	14975.82500	2020-01-01	2020-01-02	2020-01-01 00:06:59	2020-01-02 03:35:20	2020-01-01 00:06:59.000	2020-01-02 03:35:20.000	419	99320	49869.5	4986950	419	99320	49869.5	4986950	-32751	32387	4649.66	464966	-126	125	0.7	70
+42	102	10032	99942	0.12612	300.12612	150.12612	15162.73873	0.12612	300.12613	150.12612	15162.73896	0.12612	300.12612	150.12612	15162.73812	2020-01-01	2020-01-02	2020-01-01 00:00:42	2020-01-02 03:45:42	2020-01-01 00:00:42.000	2020-01-02 03:45:42.000	42	99942	49992	5049192	42	99942	49992	5049192	-32527	32408	4571.009900990099	461672	-128	127	-1.504950495049505	-152
+420	101	10410	99321	1.26126	298.26126	149.76126	14976.12612	1.26126	298.26126	149.76126	14976.12609	1.26126	298.26126	149.76126	14976.12600	2020-01-01	2020-01-02	2020-01-01 00:07:00	2020-01-02 03:35:21	2020-01-01 00:07:00.000	2020-01-02 03:35:21.000	420	99321	49870.5	4987050	420	99321	49870.5	4987050	-32750	32388	4650.66	465066	-125	126	1.7	170
+421	101	10411	99322	1.26426	298.26426	149.76426	14976.42642	1.26426	298.26425	149.76426	14976.4264	1.26426	298.26426	149.76426	14976.42600	2020-01-01	2020-01-02	2020-01-01 00:07:01	2020-01-02 03:35:22	2020-01-01 00:07:01.000	2020-01-02 03:35:22.000	421	99322	49871.5	4987150	421	99322	49871.5	4987150	-32749	32389	4651.66	465166	-124	127	2.7	270
+422	101	10412	99323	1.26726	298.26726	149.76726	14976.72672	1.26726	298.26727	149.76727	14976.72702	1.26726	298.26726	149.76726	14976.72600	2020-01-01	2020-01-02	2020-01-01 00:07:02	2020-01-02 03:35:23	2020-01-01 00:07:02.000	2020-01-02 03:35:23.000	422	99323	49872.5	4987250	422	99323	49872.5	4987250	-32748	32390	4652.66	465266	-128	127	1.14	114
+423	101	10413	99324	1.27027	298.27027	149.77027	14977.02702	1.27027	298.27026	149.77026	14977.02667	1.27027	298.27027	149.77027	14977.02700	2020-01-01	2020-01-02	2020-01-01 00:07:03	2020-01-02 03:35:24	2020-01-01 00:07:03.000	2020-01-02 03:35:24.000	423	99324	49873.5	4987350	423	99324	49873.5	4987350	-32747	32391	4653.66	465366	-128	123	-0.42	-42
+424	101	10414	99325	1.27327	298.27327	149.77327	14977.32732	1.27327	298.2733	149.77327	14977.32727	1.27327	298.27327	149.77327	14977.32700	2020-01-01	2020-01-02	2020-01-01 00:07:04	2020-01-02 03:35:25	2020-01-01 00:07:04.000	2020-01-02 03:35:25.000	424	99325	49874.5	4987450	424	99325	49874.5	4987450	-32746	32392	4654.66	465466	-127	124	0.58	58
+425	101	10415	99326	1.27627	298.27627	149.77627	14977.62762	1.27627	298.27628	149.77627	14977.62756	1.27627	298.27627	149.77627	14977.62700	2020-01-01	2020-01-02	2020-01-01 00:07:05	2020-01-02 03:35:26	2020-01-01 00:07:05.000	2020-01-02 03:35:26.000	425	99326	49875.5	4987550	425	99326	49875.5	4987550	-32745	32393	4655.66	465566	-126	125	1.58	158
+426	101	10416	99327	1.27927	298.27927	149.77927	14977.92792	1.27927	298.27927	149.77927	14977.92787	1.27927	298.27927	149.77927	14977.92700	2020-01-01	2020-01-02	2020-01-01 00:07:06	2020-01-02 03:35:27	2020-01-01 00:07:06.000	2020-01-02 03:35:27.000	426	99327	49876.5	4987650	426	99327	49876.5	4987650	-32744	32394	4656.66	465666	-125	126	2.58	258
+427	101	10417	99328	1.28228	298.28228	149.78228	14978.22822	1.28228	298.2823	149.78228	14978.22849	1.28228	298.28228	149.78228	14978.22800	2020-01-01	2020-01-02	2020-01-01 00:07:07	2020-01-02 03:35:28	2020-01-01 00:07:07.000	2020-01-02 03:35:28.000	427	99328	49877.5	4987750	427	99328	49877.5	4987750	-32743	32395	4657.66	465766	-124	127	3.58	358
+428	101	10418	99329	1.28528	298.28528	149.78528	14978.52852	1.28528	298.28528	149.78528	14978.52815	1.28528	298.28528	149.78528	14978.52800	2020-01-01	2020-01-02	2020-01-01 00:07:08	2020-01-02 03:35:29	2020-01-01 00:07:08.000	2020-01-02 03:35:29.000	428	99329	49878.5	4987850	428	99329	49878.5	4987850	-32742	32396	4658.66	465866	-128	127	2.02	202
+429	101	10419	99330	1.28828	298.28828	149.78828	14978.82882	1.28828	298.2883	149.78828	14978.8289	1.28828	298.28828	149.78828	14978.82800	2020-01-01	2020-01-02	2020-01-01 00:07:09	2020-01-02 03:35:30	2020-01-01 00:07:09.000	2020-01-02 03:35:30.000	429	99330	49879.5	4987950	429	99330	49879.5	4987950	-32741	32397	4659.66	465966	-128	127	0.46	46
+43	102	10033	99943	0.12912	300.12912	150.12912	15163.04204	0.12912	300.12912	150.12912	15163.04211	0.12912	300.12912	150.12912	15163.04112	2020-01-01	2020-01-02	2020-01-01 00:00:43	2020-01-02 03:45:43	2020-01-01 00:00:43.000	2020-01-02 03:45:43.000	43	99943	49993	5049293	43	99943	49993	5049293	-32526	32409	4572.009900990099	461773	-128	124	-3.0396039603960396	-307
+430	101	10420	99331	1.29129	298.29129	149.79129	14979.12912	1.29129	298.2913	149.79129	14979.12904	1.29129	298.29129	149.79129	14979.12900	2020-01-01	2020-01-02	2020-01-01 00:07:10	2020-01-02 03:35:31	2020-01-01 00:07:10.000	2020-01-02 03:35:31.000	430	99331	49880.5	4988050	430	99331	49880.5	4988050	-32740	32398	4660.66	466066	-128	124	-1.1	-110
+431	101	10421	99332	1.29429	298.29429	149.79429	14979.42942	1.29429	298.29428	149.79429	14979.42933	1.29429	298.29429	149.79429	14979.42900	2020-01-01	2020-01-02	2020-01-01 00:07:11	2020-01-02 03:35:32	2020-01-01 00:07:11.000	2020-01-02 03:35:32.000	431	99332	49881.5	4988150	431	99332	49881.5	4988150	-32739	32399	4661.66	466166	-127	125	-0.1	-10
+432	101	10422	99333	1.29729	298.29729	149.79729	14979.72972	1.29729	298.2973	149.79729	14979.72996	1.29729	298.29729	149.79729	14979.72900	2020-01-01	2020-01-02	2020-01-01 00:07:12	2020-01-02 03:35:33	2020-01-01 00:07:12.000	2020-01-02 03:35:33.000	432	99333	49882.5	4988250	432	99333	49882.5	4988250	-32738	32400	4662.66	466266	-126	126	0.9	90
+433	101	10423	99334	1.3003	298.3003	149.8003	14980.03003	1.3003	298.3003	149.80029	14980.02962	1.30030	298.30030	149.80030	14980.03000	2020-01-01	2020-01-02	2020-01-01 00:07:13	2020-01-02 03:35:34	2020-01-01 00:07:13.000	2020-01-02 03:35:34.000	433	99334	49883.5	4988350	433	99334	49883.5	4988350	-32737	32401	4663.66	466366	-125	127	1.9	190
+434	101	10424	99335	1.3033	298.3033	149.8033	14980.33033	1.3033	298.3033	149.8033	14980.33037	1.30330	298.30330	149.80330	14980.33000	2020-01-01	2020-01-02	2020-01-01 00:07:14	2020-01-02 03:35:35	2020-01-01 00:07:14.000	2020-01-02 03:35:35.000	434	99335	49884.5	4988450	434	99335	49884.5	4988450	-32736	32402	4664.66	466466	-128	127	0.34	34
+435	101	10425	99336	1.3063	298.3063	149.8063	14980.63063	1.3063	298.3063	149.8063	14980.63051	1.30630	298.30630	149.80630	14980.63000	2020-01-01	2020-01-02	2020-01-01 00:07:15	2020-01-02 03:35:36	2020-01-01 00:07:15.000	2020-01-02 03:35:36.000	435	99336	49885.5	4988550	435	99336	49885.5	4988550	-32735	32403	4665.66	466566	-128	127	-1.22	-122
+436	101	10426	99337	1.3093	298.3093	149.8093	14980.93093	1.3093	298.3093	149.8093	14980.93084	1.30930	298.30930	149.80930	14980.93000	2020-01-01	2020-01-02	2020-01-01 00:07:16	2020-01-02 03:35:37	2020-01-01 00:07:16.000	2020-01-02 03:35:37.000	436	99337	49886.5	4988650	436	99337	49886.5	4988650	-32734	32404	4666.66	466666	-128	123	-2.78	-278
+437	101	10427	99338	1.31231	298.31231	149.81231	14981.23123	1.31231	298.31232	149.81231	14981.23143	1.31231	298.31231	149.81231	14981.23100	2020-01-01	2020-01-02	2020-01-01 00:07:17	2020-01-02 03:35:38	2020-01-01 00:07:17.000	2020-01-02 03:35:38.000	437	99338	49887.5	4988750	437	99338	49887.5	4988750	-32733	32405	4667.66	466766	-127	124	-1.78	-178
+438	101	10428	99339	1.31531	298.31531	149.81531	14981.53153	1.31531	298.3153	149.81531	14981.53173	1.31531	298.31531	149.81531	14981.53100	2020-01-01	2020-01-02	2020-01-01 00:07:18	2020-01-02 03:35:39	2020-01-01 00:07:18.000	2020-01-02 03:35:39.000	438	99339	49888.5	4988850	438	99339	49888.5	4988850	-32732	32406	4668.66	466866	-126	125	-0.78	-78
+439	101	10429	99340	1.31831	298.31831	149.81831	14981.83183	1.31831	298.31833	149.81831	14981.83184	1.31831	298.31831	149.81831	14981.83100	2020-01-01	2020-01-02	2020-01-01 00:07:19	2020-01-02 03:35:40	2020-01-01 00:07:19.000	2020-01-02 03:35:40.000	439	99340	49889.5	4988950	439	99340	49889.5	4988950	-32731	32407	4669.66	466966	-125	126	0.22	22
+44	102	10034	99944	0.13213	300.13213	150.13213	15163.34534	0.13213	300.13214	150.13213	15163.34525	0.13213	300.13213	150.13213	15163.34513	2020-01-01	2020-01-02	2020-01-01 00:00:44	2020-01-02 03:45:44	2020-01-01 00:00:44.000	2020-01-02 03:45:44.000	44	99944	49994	5049394	44	99944	49994	5049394	-32525	32410	4573.009900990099	461874	-127	125	-2.0396039603960396	-206
+440	101	10430	99341	1.32132	298.32132	149.82132	14982.13213	1.32132	298.32132	149.82131	14982.13197	1.32132	298.32132	149.82132	14982.13200	2020-01-01	2020-01-02	2020-01-01 00:07:20	2020-01-02 03:35:41	2020-01-01 00:07:20.000	2020-01-02 03:35:41.000	440	99341	49890.5	4989050	440	99341	49890.5	4989050	-32730	32408	4670.66	467066	-124	127	1.22	122
+441	101	10431	99342	1.32432	298.32432	149.82432	14982.43243	1.32432	298.3243	149.82432	14982.4323	1.32432	298.32432	149.82432	14982.43200	2020-01-01	2020-01-02	2020-01-01 00:07:21	2020-01-02 03:35:42	2020-01-01 00:07:21.000	2020-01-02 03:35:42.000	441	99342	49891.5	4989150	441	99342	49891.5	4989150	-32729	32409	4671.66	467166	-128	127	-0.34	-34
+442	101	10432	99343	1.32732	298.32732	149.82732	14982.73273	1.32732	298.32733	149.82732	14982.7329	1.32732	298.32732	149.82732	14982.73200	2020-01-01	2020-01-02	2020-01-01 00:07:22	2020-01-02 03:35:43	2020-01-01 00:07:22.000	2020-01-02 03:35:43.000	442	99343	49892.5	4989250	442	99343	49892.5	4989250	-32728	32410	4672.66	467266	-128	123	-1.9	-190
+443	101	10433	99344	1.33033	298.33033	149.83033	14983.03303	1.33033	298.33032	149.83033	14983.03319	1.33033	298.33033	149.83033	14983.03300	2020-01-01	2020-01-02	2020-01-01 00:07:23	2020-01-02 03:35:44	2020-01-01 00:07:23.000	2020-01-02 03:35:44.000	443	99344	49893.5	4989350	443	99344	49893.5	4989350	-32727	32411	4673.66	467366	-127	124	-0.9	-90
+444	101	10434	99345	1.33333	298.33333	149.83333	14983.33333	1.33333	298.33334	149.83333	14983.33331	1.33333	298.33333	149.83333	14983.33300	2020-01-01	2020-01-02	2020-01-01 00:07:24	2020-01-02 03:35:45	2020-01-01 00:07:24.000	2020-01-02 03:35:45.000	444	99345	49894.5	4989450	444	99345	49894.5	4989450	-32726	32412	4674.66	467466	-126	125	0.1	10
+445	101	10435	99346	1.33633	298.33633	149.83633	14983.63363	1.33633	298.33633	149.83633	14983.63348	1.33633	298.33633	149.83633	14983.63300	2020-01-01	2020-01-02	2020-01-01 00:07:25	2020-01-02 03:35:46	2020-01-01 00:07:25.000	2020-01-02 03:35:46.000	445	99346	49895.5	4989550	445	99346	49895.5	4989550	-32725	32413	4675.66	467566	-125	126	1.1	110
+446	101	10436	99347	1.33933	298.33933	149.83933	14983.93393	1.33933	298.33932	149.83933	14983.93378	1.33933	298.33933	149.83933	14983.93300	2020-01-01	2020-01-02	2020-01-01 00:07:26	2020-01-02 03:35:47	2020-01-01 00:07:26.000	2020-01-02 03:35:47.000	446	99347	49896.5	4989650	446	99347	49896.5	4989650	-32724	32414	4676.66	467666	-124	127	2.1	210
+447	101	10437	99348	1.34234	298.34234	149.84234	14984.23423	1.34234	298.34235	149.84234	14984.23437	1.34234	298.34234	149.84234	14984.23400	2020-01-01	2020-01-02	2020-01-01 00:07:27	2020-01-02 03:35:48	2020-01-01 00:07:27.000	2020-01-02 03:35:48.000	447	99348	49897.5	4989750	447	99348	49897.5	4989750	-32723	32415	4677.66	467766	-128	127	0.54	54
+448	101	10438	99349	1.34534	298.34534	149.84534	14984.53453	1.34534	298.34534	149.84534	14984.53466	1.34534	298.34534	149.84534	14984.53400	2020-01-01	2020-01-02	2020-01-01 00:07:28	2020-01-02 03:35:49	2020-01-01 00:07:28.000	2020-01-02 03:35:49.000	448	99349	49898.5	4989850	448	99349	49898.5	4989850	-32722	32416	4678.66	467866	-128	123	-1.02	-102
+449	101	10439	99350	1.34834	298.34834	149.84834	14984.83483	1.34834	298.34836	149.84834	14984.83478	1.34834	298.34834	149.84834	14984.83400	2020-01-01	2020-01-02	2020-01-01 00:07:29	2020-01-02 03:35:50	2020-01-01 00:07:29.000	2020-01-02 03:35:50.000	449	99350	49899.5	4989950	449	99350	49899.5	4989950	-32721	32417	4679.66	467966	-127	124	-0.02	-2
+45	102	10035	99945	0.13513	300.13513	150.13513	15163.64864	0.13513	300.13513	150.13513	15163.64839	0.13513	300.13513	150.13513	15163.64813	2020-01-01	2020-01-02	2020-01-01 00:00:45	2020-01-02 03:45:45	2020-01-01 00:00:45.000	2020-01-02 03:45:45.000	45	99945	49995	5049495	45	99945	49995	5049495	-32524	32411	4574.009900990099	461975	-126	126	-1.0396039603960396	-105
+450	101	10440	99351	1.35135	298.35135	149.85135	14985.13513	1.35135	298.35135	149.85134	14985.13495	1.35135	298.35135	149.85135	14985.13500	2020-01-01	2020-01-02	2020-01-01 00:07:30	2020-01-02 03:35:51	2020-01-01 00:07:30.000	2020-01-02 03:35:51.000	450	99351	49900.5	4990050	450	99351	49900.5	4990050	-32720	32418	4680.66	468066	-126	125	0.98	98
+451	101	10441	99352	1.35435	298.35435	149.85435	14985.43543	1.35435	298.35434	149.85435	14985.43525	1.35435	298.35435	149.85435	14985.43500	2020-01-01	2020-01-02	2020-01-01 00:07:31	2020-01-02 03:35:52	2020-01-01 00:07:31.000	2020-01-02 03:35:52.000	451	99352	49901.5	4990150	451	99352	49901.5	4990150	-32719	32419	4681.66	468166	-125	126	1.98	198
+452	101	10442	99353	1.35735	298.35735	149.85735	14985.73573	1.35735	298.35736	149.85736	14985.736	1.35735	298.35735	149.85735	14985.73500	2020-01-01	2020-01-02	2020-01-01 00:07:32	2020-01-02 03:35:53	2020-01-01 00:07:32.000	2020-01-02 03:35:53.000	452	99353	49902.5	4990250	452	99353	49902.5	4990250	-32718	32420	4682.66	468266	-124	127	2.98	298
+453	101	10443	99354	1.36036	298.36036	149.86036	14986.03603	1.36036	298.36035	149.86036	14986.03614	1.36036	298.36036	149.86036	14986.03600	2020-01-01	2020-01-02	2020-01-01 00:07:33	2020-01-02 03:35:54	2020-01-01 00:07:33.000	2020-01-02 03:35:54.000	453	99354	49903.5	4990350	453	99354	49903.5	4990350	-32717	32421	4683.66	468366	-128	127	1.42	142
+454	101	10444	99355	1.36336	298.36336	149.86336	14986.33633	1.36336	298.36337	149.86336	14986.33629	1.36336	298.36336	149.86336	14986.33600	2020-01-01	2020-01-02	2020-01-01 00:07:34	2020-01-02 03:35:55	2020-01-01 00:07:34.000	2020-01-02 03:35:55.000	454	99355	49904.5	4990450	454	99355	49904.5	4990450	-32716	32422	4684.66	468466	-128	127	-0.14	-14
+455	101	10445	99356	1.36636	298.36636	149.86636	14986.63663	1.36636	298.36636	149.86636	14986.63641	1.36636	298.36636	149.86636	14986.63600	2020-01-01	2020-01-02	2020-01-01 00:07:35	2020-01-02 03:35:56	2020-01-01 00:07:35.000	2020-01-02 03:35:56.000	455	99356	49905.5	4990550	455	99356	49905.5	4990550	-32715	32423	4685.66	468566	-128	124	-1.7	-170
+456	101	10446	99357	1.36936	298.36936	149.86936	14986.93693	1.36936	298.36935	149.86936	14986.93672	1.36936	298.36936	149.86936	14986.93600	2020-01-01	2020-01-02	2020-01-01 00:07:36	2020-01-02 03:35:57	2020-01-01 00:07:36.000	2020-01-02 03:35:57.000	456	99357	49906.5	4990650	456	99357	49906.5	4990650	-32714	32424	4686.66	468666	-127	125	-0.7	-70
+457	101	10447	99358	1.37237	298.37237	149.87237	14987.23723	1.37237	298.37238	149.87237	14987.23747	1.37237	298.37237	149.87237	14987.23700	2020-01-01	2020-01-02	2020-01-01 00:07:37	2020-01-02 03:35:58	2020-01-01 00:07:37.000	2020-01-02 03:35:58.000	457	99358	49907.5	4990750	457	99358	49907.5	4990750	-32713	32425	4687.66	468766	-126	126	0.3	30
+458	101	10448	99359	1.37537	298.37537	149.87537	14987.53753	1.37537	298.37537	149.87537	14987.5376	1.37537	298.37537	149.87537	14987.53700	2020-01-01	2020-01-02	2020-01-01 00:07:38	2020-01-02 03:35:59	2020-01-01 00:07:38.000	2020-01-02 03:35:59.000	458	99359	49908.5	4990850	458	99359	49908.5	4990850	-32712	32426	4688.66	468866	-125	127	1.3	130
+459	101	10449	99360	1.37837	298.37837	149.87837	14987.83783	1.37837	298.3784	149.87837	14987.83775	1.37837	298.37837	149.87837	14987.83700	2020-01-01	2020-01-02	2020-01-01 00:07:39	2020-01-02 03:36:00	2020-01-01 00:07:39.000	2020-01-02 03:36:00.000	459	99360	49909.5	4990950	459	99360	49909.5	4990950	-32711	32427	4689.66	468966	-128	127	-0.26	-26
+46	102	10036	99946	0.13813	300.13813	150.13813	15163.95195	0.13813	300.13815	150.13814	15163.95214	0.13813	300.13813	150.13813	15163.95113	2020-01-01	2020-01-02	2020-01-01 00:00:46	2020-01-02 03:45:46	2020-01-01 00:00:46.000	2020-01-02 03:45:46.000	46	99946	49996	5049596	46	99946	49996	5049596	-32523	32412	4575.009900990099	462076	-125	127	-0.039603960396039604	-4
+460	101	10450	99361	1.38138	298.38138	149.88138	14988.13813	1.38138	298.38138	149.88137	14988.13789	1.38138	298.38138	149.88138	14988.13800	2020-01-01	2020-01-02	2020-01-01 00:07:40	2020-01-02 03:36:01	2020-01-01 00:07:40.000	2020-01-02 03:36:01.000	460	99361	49910.5	4991050	460	99361	49910.5	4991050	-32710	32428	4690.66	469066	-128	127	-1.82	-182
+461	101	10451	99362	1.38438	298.38438	149.88438	14988.43843	1.38438	298.3844	149.88438	14988.43864	1.38438	298.38438	149.88438	14988.43800	2020-01-01	2020-01-02	2020-01-01 00:07:41	2020-01-02 03:36:02	2020-01-01 00:07:41.000	2020-01-02 03:36:02.000	461	99362	49911.5	4991150	461	99362	49911.5	4991150	-32709	32429	4691.66	469166	-128	123	-3.38	-338
+462	101	10452	99363	1.38738	298.38738	149.88738	14988.73873	1.38738	298.3874	149.88738	14988.73894	1.38738	298.38738	149.88738	14988.73800	2020-01-01	2020-01-02	2020-01-01 00:07:42	2020-01-02 03:36:03	2020-01-01 00:07:42.000	2020-01-02 03:36:03.000	462	99363	49912.5	4991250	462	99363	49912.5	4991250	-32708	32430	4692.66	469266	-127	124	-2.38	-238
+463	101	10453	99364	1.39039	298.39039	149.89039	14989.03903	1.39039	298.39038	149.89039	14989.03907	1.39039	298.39039	149.89039	14989.03900	2020-01-01	2020-01-02	2020-01-01 00:07:43	2020-01-02 03:36:04	2020-01-01 00:07:43.000	2020-01-02 03:36:04.000	463	99364	49913.5	4991350	463	99364	49913.5	4991350	-32707	32431	4693.66	469366	-126	125	-1.38	-138
+464	101	10454	99365	1.39339	298.39339	149.89339	14989.33933	1.39339	298.3934	149.89339	14989.33922	1.39339	298.39339	149.89339	14989.33900	2020-01-01	2020-01-02	2020-01-01 00:07:44	2020-01-02 03:36:05	2020-01-01 00:07:44.000	2020-01-02 03:36:05.000	464	99365	49914.5	4991450	464	99365	49914.5	4991450	-32706	32432	4694.66	469466	-125	126	-0.38	-38
+465	101	10455	99366	1.39639	298.39639	149.89639	14989.63963	1.39639	298.3964	149.89639	14989.63936	1.39639	298.39639	149.89639	14989.63900	2020-01-01	2020-01-02	2020-01-01 00:07:45	2020-01-02 03:36:06	2020-01-01 00:07:45.000	2020-01-02 03:36:06.000	465	99366	49915.5	4991550	465	99366	49915.5	4991550	-32705	32433	4695.66	469566	-124	127	0.62	62
+466	101	10456	99367	1.39939	298.39939	149.89939	14989.93993	1.39939	298.3994	149.8994	14989.94011	1.39939	298.39939	149.89939	14989.93900	2020-01-01	2020-01-02	2020-01-01 00:07:46	2020-01-02 03:36:07	2020-01-01 00:07:46.000	2020-01-02 03:36:07.000	466	99367	49916.5	4991650	466	99367	49916.5	4991650	-32704	32434	4696.66	469666	-128	127	-0.94	-94
+467	101	10457	99368	1.4024	298.4024	149.9024	14990.24024	1.4024	298.4024	149.9024	14990.24041	1.40240	298.40240	149.90240	14990.24000	2020-01-01	2020-01-02	2020-01-01 00:07:47	2020-01-02 03:36:08	2020-01-01 00:07:47.000	2020-01-02 03:36:08.000	467	99368	49917.5	4991750	467	99368	49917.5	4991750	-32703	32435	4697.66	469766	-128	123	-2.5	-250
+468	101	10458	99369	1.4054	298.4054	149.9054	14990.54054	1.4054	298.4054	149.9054	14990.54058	1.40540	298.40540	149.90540	14990.54000	2020-01-01	2020-01-02	2020-01-01 00:07:48	2020-01-02 03:36:09	2020-01-01 00:07:48.000	2020-01-02 03:36:09.000	468	99369	49918.5	4991850	468	99369	49918.5	4991850	-32702	32436	4698.66	469866	-127	124	-1.5	-150
+469	101	10459	99370	1.4084	298.4084	149.9084	14990.84084	1.4084	298.40842	149.9084	14990.8407	1.40840	298.40840	149.90840	14990.84000	2020-01-01	2020-01-02	2020-01-01 00:07:49	2020-01-02 03:36:10	2020-01-01 00:07:49.000	2020-01-02 03:36:10.000	469	99370	49919.5	4991950	469	99370	49919.5	4991950	-32701	32437	4699.66	469966	-126	125	-0.5	-50
+47	102	10037	99947	0.14114	300.14114	150.14114	15164.25525	0.14114	300.14114	150.14114	15164.25545	0.14114	300.14114	150.14114	15164.25514	2020-01-01	2020-01-02	2020-01-01 00:00:47	2020-01-02 03:45:47	2020-01-01 00:00:47.000	2020-01-02 03:45:47.000	47	99947	49997	5049697	47	99947	49997	5049697	-32522	32413	4576.009900990099	462177	-128	127	-1.5742574257425743	-159
+470	101	10460	99371	1.41141	298.41141	149.91141	14991.14114	1.41141	298.4114	149.9114	14991.14099	1.41141	298.41141	149.91141	14991.14100	2020-01-01	2020-01-02	2020-01-01 00:07:50	2020-01-02 03:36:11	2020-01-01 00:07:50.000	2020-01-02 03:36:11.000	470	99371	49920.5	4992050	470	99371	49920.5	4992050	-32700	32438	4700.66	470066	-125	126	0.5	50
+471	101	10461	99372	1.41441	298.41441	149.91441	14991.44144	1.41441	298.41443	149.91441	14991.44159	1.41441	298.41441	149.91441	14991.44100	2020-01-01	2020-01-02	2020-01-01 00:07:51	2020-01-02 03:36:12	2020-01-01 00:07:51.000	2020-01-02 03:36:12.000	471	99372	49921.5	4992150	471	99372	49921.5	4992150	-32699	32439	4701.66	470166	-124	127	1.5	150
+472	101	10462	99373	1.41741	298.41741	149.91741	14991.74174	1.41741	298.41742	149.91741	14991.74188	1.41741	298.41741	149.91741	14991.74100	2020-01-01	2020-01-02	2020-01-01 00:07:52	2020-01-02 03:36:13	2020-01-01 00:07:52.000	2020-01-02 03:36:13.000	472	99373	49922.5	4992250	472	99373	49922.5	4992250	-32698	32440	4702.66	470266	-128	127	-0.06	-6
+473	101	10463	99374	1.42042	298.42042	149.92042	14992.04204	1.42042	298.4204	149.92042	14992.04204	1.42042	298.42042	149.92042	14992.04200	2020-01-01	2020-01-02	2020-01-01 00:07:53	2020-01-02 03:36:14	2020-01-01 00:07:53.000	2020-01-02 03:36:14.000	473	99374	49923.5	4992350	473	99374	49923.5	4992350	-32697	32441	4703.66	470366	-128	123	-1.62	-162
+474	101	10464	99375	1.42342	298.42342	149.92342	14992.34234	1.42342	298.42343	149.92342	14992.34216	1.42342	298.42342	149.92342	14992.34200	2020-01-01	2020-01-02	2020-01-01 00:07:54	2020-01-02 03:36:15	2020-01-01 00:07:54.000	2020-01-02 03:36:15.000	474	99375	49924.5	4992450	474	99375	49924.5	4992450	-32696	32442	4704.66	470466	-127	124	-0.62	-62
+475	101	10465	99376	1.42642	298.42642	149.92642	14992.64264	1.42642	298.42642	149.92642	14992.64246	1.42642	298.42642	149.92642	14992.64200	2020-01-01	2020-01-02	2020-01-01 00:07:55	2020-01-02 03:36:16	2020-01-01 00:07:55.000	2020-01-02 03:36:16.000	475	99376	49925.5	4992550	475	99376	49925.5	4992550	-32695	32443	4705.66	470566	-126	125	0.38	38
+476	101	10466	99377	1.42942	298.42942	149.92942	14992.94294	1.42942	298.42944	149.92943	14992.94305	1.42942	298.42942	149.92942	14992.94200	2020-01-01	2020-01-02	2020-01-01 00:07:56	2020-01-02 03:36:17	2020-01-01 00:07:56.000	2020-01-02 03:36:17.000	476	99377	49926.5	4992650	476	99377	49926.5	4992650	-32694	32444	4706.66	470666	-125	126	1.38	138
+477	101	10467	99378	1.43243	298.43243	149.93243	14993.24324	1.43243	298.43243	149.93243	14993.24338	1.43243	298.43243	149.93243	14993.24300	2020-01-01	2020-01-02	2020-01-01 00:07:57	2020-01-02 03:36:18	2020-01-01 00:07:57.000	2020-01-02 03:36:18.000	477	99378	49927.5	4992750	477	99378	49927.5	4992750	-32693	32445	4707.66	470766	-124	127	2.38	238
+478	101	10468	99379	1.43543	298.43543	149.93543	14993.54354	1.43543	298.43542	149.93543	14993.54352	1.43543	298.43543	149.93543	14993.54300	2020-01-01	2020-01-02	2020-01-01 00:07:58	2020-01-02 03:36:19	2020-01-01 00:07:58.000	2020-01-02 03:36:19.000	478	99379	49928.5	4992850	478	99379	49928.5	4992850	-32692	32446	4708.66	470866	-128	127	0.82	82
+479	101	10469	99380	1.43843	298.43843	149.93843	14993.84384	1.43843	298.43845	149.93844	14993.84427	1.43843	298.43843	149.93843	14993.84300	2020-01-01	2020-01-02	2020-01-01 00:07:59	2020-01-02 03:36:20	2020-01-01 00:07:59.000	2020-01-02 03:36:20.000	479	99380	49929.5	4992950	479	99380	49929.5	4992950	-32691	32447	4709.66	470966	-128	127	-0.74	-74
+48	102	10038	99948	0.14414	300.14414	150.14414	15164.55855	0.14414	300.14413	150.14414	15164.55863	0.14414	300.14414	150.14414	15164.55814	2020-01-01	2020-01-02	2020-01-01 00:00:48	2020-01-02 03:45:48	2020-01-01 00:00:48.000	2020-01-02 03:45:48.000	48	99948	49998	5049798	48	99948	49998	5049798	-32521	32414	4577.009900990099	462278	-128	127	-3.108910891089109	-314
+480	101	10470	99381	1.44144	298.44144	149.94144	14994.14414	1.44144	298.44144	149.94143	14994.14392	1.44144	298.44144	149.94144	14994.14400	2020-01-01	2020-01-02	2020-01-01 00:08:00	2020-01-02 03:36:21	2020-01-01 00:08:00.000	2020-01-02 03:36:21.000	480	99381	49930.5	4993050	480	99381	49930.5	4993050	-32690	32448	4710.66	471066	-128	124	-2.3	-230
+481	101	10471	99382	1.44444	298.44444	149.94444	14994.44444	1.44444	298.44446	149.94444	14994.44452	1.44444	298.44444	149.94444	14994.44400	2020-01-01	2020-01-02	2020-01-01 00:08:01	2020-01-02 03:36:22	2020-01-01 00:08:01.000	2020-01-02 03:36:22.000	481	99382	49931.5	4993150	481	99382	49931.5	4993150	-32689	32449	4711.66	471166	-127	125	-1.3	-130
+482	101	10472	99383	1.44744	298.44744	149.94744	14994.74474	1.44744	298.44745	149.94744	14994.74485	1.44744	298.44744	149.94744	14994.74400	2020-01-01	2020-01-02	2020-01-01 00:08:02	2020-01-02 03:36:23	2020-01-01 00:08:02.000	2020-01-02 03:36:23.000	482	99383	49932.5	4993250	482	99383	49932.5	4993250	-32688	32450	4712.66	471266	-126	126	-0.3	-30
+483	101	10473	99384	1.45045	298.45045	149.95045	14995.04504	1.45045	298.45044	149.95044	14995.04499	1.45045	298.45045	149.95045	14995.04500	2020-01-01	2020-01-02	2020-01-01 00:08:03	2020-01-02 03:36:24	2020-01-01 00:08:03.000	2020-01-02 03:36:24.000	483	99384	49933.5	4993350	483	99384	49933.5	4993350	-32687	32451	4713.66	471366	-125	127	0.7	70
+484	101	10474	99385	1.45345	298.45345	149.95345	14995.34534	1.45345	298.45346	149.95345	14995.34574	1.45345	298.45345	149.95345	14995.34500	2020-01-01	2020-01-02	2020-01-01 00:08:04	2020-01-02 03:36:25	2020-01-01 00:08:04.000	2020-01-02 03:36:25.000	484	99385	49934.5	4993450	484	99385	49934.5	4993450	-32686	32452	4714.66	471466	-128	127	-0.86	-86
+485	101	10475	99386	1.45645	298.45645	149.95645	14995.64564	1.45645	298.45645	149.95645	14995.6454	1.45645	298.45645	149.95645	14995.64500	2020-01-01	2020-01-02	2020-01-01 00:08:05	2020-01-02 03:36:26	2020-01-01 00:08:05.000	2020-01-02 03:36:26.000	485	99386	49935.5	4993550	485	99386	49935.5	4993550	-32685	32453	4715.66	471566	-128	127	-2.42	-242
+486	101	10476	99387	1.45945	298.45945	149.95945	14995.94594	1.45945	298.45947	149.95946	14995.94602	1.45945	298.45945	149.95945	14995.94500	2020-01-01	2020-01-02	2020-01-01 00:08:06	2020-01-02 03:36:27	2020-01-01 00:08:06.000	2020-01-02 03:36:27.000	486	99387	49936.5	4993650	486	99387	49936.5	4993650	-32684	32454	4716.66	471666	-128	123	-3.98	-398
+487	101	10477	99388	1.46246	298.46246	149.96246	14996.24624	1.46246	298.46246	149.96246	14996.24633	1.46246	298.46246	149.96246	14996.24600	2020-01-01	2020-01-02	2020-01-01 00:08:07	2020-01-02 03:36:28	2020-01-01 00:08:07.000	2020-01-02 03:36:28.000	487	99388	49937.5	4993750	487	99388	49937.5	4993750	-32683	32455	4717.66	471766	-127	124	-2.98	-298
+488	101	10478	99389	1.46546	298.46546	149.96546	14996.54654	1.46546	298.46545	149.96546	14996.54645	1.46546	298.46546	149.96546	14996.54600	2020-01-01	2020-01-02	2020-01-01 00:08:08	2020-01-02 03:36:29	2020-01-01 00:08:08.000	2020-01-02 03:36:29.000	488	99389	49938.5	4993850	488	99389	49938.5	4993850	-32682	32456	4718.66	471866	-126	125	-1.98	-198
+489	101	10479	99390	1.46846	298.46846	149.96846	14996.84684	1.46846	298.46848	149.96847	14996.84721	1.46846	298.46846	149.96846	14996.84600	2020-01-01	2020-01-02	2020-01-01 00:08:09	2020-01-02 03:36:30	2020-01-01 00:08:09.000	2020-01-02 03:36:30.000	489	99390	49939.5	4993950	489	99390	49939.5	4993950	-32681	32457	4719.66	471966	-125	126	-0.98	-98
+49	102	10039	99949	0.14714	300.14714	150.14714	15164.86186	0.14714	300.14716	150.14714	15164.86173	0.14714	300.14714	150.14714	15164.86114	2020-01-01	2020-01-02	2020-01-01 00:00:49	2020-01-02 03:45:49	2020-01-01 00:00:49.000	2020-01-02 03:45:49.000	49	99949	49999	5049899	49	99949	49999	5049899	-32520	32415	4578.009900990099	462379	-128	123	-4.643564356435643	-469
+490	101	10480	99391	1.47147	298.47147	149.97147	14997.14714	1.47147	298.47147	149.97146	14997.14687	1.47147	298.47147	149.97147	14997.14700	2020-01-01	2020-01-02	2020-01-01 00:08:10	2020-01-02 03:36:31	2020-01-01 00:08:10.000	2020-01-02 03:36:31.000	490	99391	49940.5	4994050	490	99391	49940.5	4994050	-32680	32458	4720.66	472066	-124	127	0.02	2
+491	101	10481	99392	1.47447	298.47447	149.97447	14997.44744	1.47447	298.4745	149.97447	14997.44749	1.47447	298.47447	149.97447	14997.44700	2020-01-01	2020-01-02	2020-01-01 00:08:11	2020-01-02 03:36:32	2020-01-01 00:08:11.000	2020-01-02 03:36:32.000	491	99392	49941.5	4994150	491	99392	49941.5	4994150	-32679	32459	4721.66	472166	-128	127	-1.54	-154
+492	101	10482	99393	1.47747	298.47747	149.97747	14997.74774	1.47747	298.47748	149.97747	14997.74779	1.47747	298.47747	149.97747	14997.74700	2020-01-01	2020-01-02	2020-01-01 00:08:12	2020-01-02 03:36:33	2020-01-01 00:08:12.000	2020-01-02 03:36:33.000	492	99393	49942.5	4994250	492	99393	49942.5	4994250	-32678	32460	4722.66	472266	-128	123	-3.1	-310
+493	101	10483	99394	1.48048	298.48048	149.98048	14998.04804	1.48048	298.48047	149.98048	14998.04809	1.48048	298.48048	149.98048	14998.04800	2020-01-01	2020-01-02	2020-01-01 00:08:13	2020-01-02 03:36:34	2020-01-01 00:08:13.000	2020-01-02 03:36:34.000	493	99394	49943.5	4994350	493	99394	49943.5	4994350	-32677	32461	4723.66	472366	-127	124	-2.1	-210
+494	101	10484	99395	1.48348	298.48348	149.98348	14998.34834	1.48348	298.4835	149.98348	14998.34868	1.48348	298.48348	149.98348	14998.34800	2020-01-01	2020-01-02	2020-01-01 00:08:14	2020-01-02 03:36:35	2020-01-01 00:08:14.000	2020-01-02 03:36:35.000	494	99395	49944.5	4994450	494	99395	49944.5	4994450	-32676	32462	4724.66	472466	-126	125	-1.1	-110
+495	100	10485	99396	1.48648	298.48648	149.98648	14998.64864	1.48648	298.48648	149.98648	14998.64837	1.48648	298.48648	149.98648	14998.64800	2020-01-01	2020-01-02	2020-01-01 00:08:15	2020-01-02 03:36:36	2020-01-01 00:08:15.000	2020-01-02 03:36:36.000	495	99396	49945.5	4994550	495	99396	49945.5	4994550	-32675	32463	4725.66	472566	-125	126	-0.1	-10
+496	100	10486	99397	1.48948	298.48948	149.98948	14998.94894	1.48948	298.4895	149.98948	14998.94896	1.48948	298.48948	149.98948	14998.94800	2020-01-01	2020-01-02	2020-01-01 00:08:16	2020-01-02 03:36:37	2020-01-01 00:08:16.000	2020-01-02 03:36:37.000	496	99397	49946.5	4994650	496	99397	49946.5	4994650	-32674	32464	4726.66	472666	-124	127	0.9	90
+497	100	10487	99398	1.49249	298.49249	149.99249	14999.24924	1.49249	298.4925	149.99249	14999.24926	1.49249	298.49249	149.99249	14999.24900	2020-01-01	2020-01-02	2020-01-01 00:08:17	2020-01-02 03:36:38	2020-01-01 00:08:17.000	2020-01-02 03:36:38.000	497	99398	49947.5	4994750	497	99398	49947.5	4994750	-32673	32465	4727.66	472766	-128	127	-0.66	-66
+498	100	10488	99399	1.49549	298.49549	149.99549	14999.54954	1.49549	298.49548	149.99549	14999.54956	1.49549	298.49549	149.99549	14999.54900	2020-01-01	2020-01-02	2020-01-01 00:08:18	2020-01-02 03:36:39	2020-01-01 00:08:18.000	2020-01-02 03:36:39.000	498	99399	49948.5	4994850	498	99399	49948.5	4994850	-32672	32466	4728.66	472866	-128	123	-2.22	-222
+499	100	10489	99400	1.49849	298.49849	149.99849	14999.84984	1.49849	298.4985	149.9985	14999.85015	1.49849	298.49849	149.99849	14999.84900	2020-01-01	2020-01-02	2020-01-01 00:08:19	2020-01-02 03:36:40	2020-01-01 00:08:19.000	2020-01-02 03:36:40.000	499	99400	49949.5	4994950	499	99400	49949.5	4994950	-32671	32467	4729.66	472966	-127	124	-1.22	-122
+5	102	1004	9995	0.01501	300.01501	150.01501	15151.51651	0.01501	300.015	150.01501	15151.51648	0.01501	300.01501	150.01501	15151.51601	2020-01-01	2020-01-02	2020-01-01 00:00:05	2020-01-02 03:45:05	2020-01-01 00:00:05.000	2020-01-02 03:45:05.000	5	99905	49955	5045455	5	99905	49955	5045455	-32564	32371	4534.009900990099	457935	-128	123	-3.01980198019802	-305
+50	102	10040	99950	0.15015	300.15015	150.15015	15165.16516	0.15015	300.15015	150.15014	15165.16487	0.15015	300.15015	150.15015	15165.16515	2020-01-01	2020-01-02	2020-01-01 00:00:50	2020-01-02 03:45:50	2020-01-01 00:00:50.000	2020-01-02 03:45:50.000	50	99950	50000	5050000	50	99950	50000	5050000	-32519	32416	4579.009900990099	462480	-127	124	-3.6435643564356437	-368
+500	100	10490	99401	1.5015	298.5015	150.0015	15000.15015	1.5015	298.5015	150.00149	15000.14984	1.50150	298.50150	150.00150	15000.15000	2020-01-01	2020-01-02	2020-01-01 00:08:20	2020-01-02 03:36:41	2020-01-01 00:08:20.000	2020-01-02 03:36:41.000	500	99401	49950.5	4995050	500	99401	49950.5	4995050	-32670	32468	4730.66	473066	-126	125	-0.22	-22
+501	100	10491	99402	1.5045	298.5045	150.0045	15000.45045	1.5045	298.50452	150.0045	15000.45043	1.50450	298.50450	150.00450	15000.45000	2020-01-01	2020-01-02	2020-01-01 00:08:21	2020-01-02 03:36:42	2020-01-01 00:08:21.000	2020-01-02 03:36:42.000	501	99402	49951.5	4995150	501	99402	49951.5	4995150	-32669	32469	4731.66	473166	-125	126	0.78	78
+502	100	10492	99403	1.5075	298.5075	150.0075	15000.75075	1.5075	298.5075	150.0075	15000.75073	1.50750	298.50750	150.00750	15000.75000	2020-01-01	2020-01-02	2020-01-01 00:08:22	2020-01-02 03:36:43	2020-01-01 00:08:22.000	2020-01-02 03:36:43.000	502	99403	49952.5	4995250	502	99403	49952.5	4995250	-32668	32470	4732.66	473266	-124	127	1.78	178
+503	100	10493	99404	1.51051	298.51051	150.01051	15001.05105	1.51051	298.5105	150.01051	15001.05103	1.51051	298.51051	150.01051	15001.05100	2020-01-01	2020-01-02	2020-01-01 00:08:23	2020-01-02 03:36:44	2020-01-01 00:08:23.000	2020-01-02 03:36:44.000	503	99404	49953.5	4995350	503	99404	49953.5	4995350	-32667	32471	4733.66	473366	-128	127	0.22	22
+504	100	10494	99405	1.51351	298.51351	150.01351	15001.35135	1.51351	298.51352	150.01351	15001.35162	1.51351	298.51351	150.01351	15001.35100	2020-01-01	2020-01-02	2020-01-01 00:08:24	2020-01-02 03:36:45	2020-01-01 00:08:24.000	2020-01-02 03:36:45.000	504	99405	49954.5	4995450	504	99405	49954.5	4995450	-32666	32472	4734.66	473466	-128	127	-1.34	-134
+505	100	10495	99406	1.51651	298.51651	150.01651	15001.65165	1.51651	298.5165	150.01651	15001.65131	1.51651	298.51651	150.01651	15001.65100	2020-01-01	2020-01-02	2020-01-01 00:08:25	2020-01-02 03:36:46	2020-01-01 00:08:25.000	2020-01-02 03:36:46.000	505	99406	49955.5	4995550	505	99406	49955.5	4995550	-32665	32473	4735.66	473566	-128	124	-2.9	-290
+506	100	10496	99407	1.51951	298.51951	150.01951	15001.95195	1.51951	298.51953	150.01951	15001.9519	1.51951	298.51951	150.01951	15001.95100	2020-01-01	2020-01-02	2020-01-01 00:08:26	2020-01-02 03:36:47	2020-01-01 00:08:26.000	2020-01-02 03:36:47.000	506	99407	49956.5	4995650	506	99407	49956.5	4995650	-32664	32474	4736.66	473666	-127	125	-1.9	-190
+507	100	10497	99408	1.52252	298.52252	150.02252	15002.25225	1.52252	298.52252	150.02252	15002.2522	1.52252	298.52252	150.02252	15002.25200	2020-01-01	2020-01-02	2020-01-01 00:08:27	2020-01-02 03:36:48	2020-01-01 00:08:27.000	2020-01-02 03:36:48.000	507	99408	49957.5	4995750	507	99408	49957.5	4995750	-32663	32475	4737.66	473766	-126	126	-0.9	-90
+508	100	10498	99409	1.52552	298.52552	150.02552	15002.55255	1.52552	298.5255	150.02552	15002.5525	1.52552	298.52552	150.02552	15002.55200	2020-01-01	2020-01-02	2020-01-01 00:08:28	2020-01-02 03:36:49	2020-01-01 00:08:28.000	2020-01-02 03:36:49.000	508	99409	49958.5	4995850	508	99409	49958.5	4995850	-32662	32476	4738.66	473866	-125	127	0.1	10
+509	100	10499	99410	1.52852	298.52852	150.02852	15002.85285	1.52852	298.52853	150.02853	15002.85312	1.52852	298.52852	150.02852	15002.85200	2020-01-01	2020-01-02	2020-01-01 00:08:29	2020-01-02 03:36:50	2020-01-01 00:08:29.000	2020-01-02 03:36:50.000	509	99410	49959.5	4995950	509	99410	49959.5	4995950	-32661	32477	4739.66	473966	-128	127	-1.46	-146
+51	102	10041	99951	0.15315	300.15315	150.15315	15165.46846	0.15315	300.15317	150.15315	15165.46863	0.15315	300.15315	150.15315	15165.46815	2020-01-01	2020-01-02	2020-01-01 00:00:51	2020-01-02 03:45:51	2020-01-01 00:00:51.000	2020-01-02 03:45:51.000	51	99951	50001	5050101	51	99951	50001	5050101	-32518	32417	4580.009900990099	462581	-126	125	-2.6435643564356437	-267
+510	100	10500	99411	1.53153	298.53153	150.03153	15003.15315	1.53153	298.53152	150.03152	15003.15278	1.53153	298.53153	150.03153	15003.15300	2020-01-01	2020-01-02	2020-01-01 00:08:30	2020-01-02 03:36:51	2020-01-01 00:08:30.000	2020-01-02 03:36:51.000	510	99411	49960.5	4996050	510	99411	49960.5	4996050	-32660	32478	4740.66	474066	-128	127	-3.02	-302
+511	100	10501	99412	1.53453	298.53453	150.03453	15003.45345	1.53453	298.53455	150.03453	15003.45354	1.53453	298.53453	150.03453	15003.45300	2020-01-01	2020-01-02	2020-01-01 00:08:31	2020-01-02 03:36:52	2020-01-01 00:08:31.000	2020-01-02 03:36:52.000	511	99412	49961.5	4996150	511	99412	49961.5	4996150	-32659	32479	4741.66	474166	-128	123	-4.58	-458
+512	100	10502	99413	1.53753	298.53753	150.03753	15003.75375	1.53753	298.53754	150.03753	15003.75366	1.53753	298.53753	150.03753	15003.75300	2020-01-01	2020-01-02	2020-01-01 00:08:32	2020-01-02 03:36:53	2020-01-01 00:08:32.000	2020-01-02 03:36:53.000	512	99413	49962.5	4996250	512	99413	49962.5	4996250	-32658	32480	4742.66	474266	-127	124	-3.58	-358
+513	100	10503	99414	1.54054	298.54054	150.04054	15004.05405	1.54054	298.54053	150.04053	15004.05397	1.54054	298.54054	150.04054	15004.05400	2020-01-01	2020-01-02	2020-01-01 00:08:33	2020-01-02 03:36:54	2020-01-01 00:08:33.000	2020-01-02 03:36:54.000	513	99414	49963.5	4996350	513	99414	49963.5	4996350	-32657	32481	4743.66	474366	-126	125	-2.58	-258
+514	100	10504	99415	1.54354	298.54354	150.04354	15004.35435	1.54354	298.54355	150.04354	15004.35459	1.54354	298.54354	150.04354	15004.35400	2020-01-01	2020-01-02	2020-01-01 00:08:34	2020-01-02 03:36:55	2020-01-01 00:08:34.000	2020-01-02 03:36:55.000	514	99415	49964.5	4996450	514	99415	49964.5	4996450	-32656	32482	4744.66	474466	-125	126	-1.58	-158
+515	100	10505	99416	1.54654	298.54654	150.04654	15004.65465	1.54654	298.54654	150.04654	15004.65425	1.54654	298.54654	150.04654	15004.65400	2020-01-01	2020-01-02	2020-01-01 00:08:35	2020-01-02 03:36:56	2020-01-01 00:08:35.000	2020-01-02 03:36:56.000	515	99416	49965.5	4996550	515	99416	49965.5	4996550	-32655	32483	4745.66	474566	-124	127	-0.58	-58
+516	100	10506	99417	1.54954	298.54954	150.04954	15004.95495	1.54954	298.54956	150.04955	15004.955	1.54954	298.54954	150.04954	15004.95400	2020-01-01	2020-01-02	2020-01-01 00:08:36	2020-01-02 03:36:57	2020-01-01 00:08:36.000	2020-01-02 03:36:57.000	516	99417	49966.5	4996650	516	99417	49966.5	4996650	-32654	32484	4746.66	474666	-128	127	-2.14	-214
+517	100	10507	99418	1.55255	298.55255	150.05255	15005.25525	1.55255	298.55255	150.05255	15005.25514	1.55255	298.55255	150.05255	15005.25500	2020-01-01	2020-01-02	2020-01-01 00:08:37	2020-01-02 03:36:58	2020-01-01 00:08:37.000	2020-01-02 03:36:58.000	517	99418	49967.5	4996750	517	99418	49967.5	4996750	-32653	32485	4747.66	474766	-128	123	-3.7	-370
+518	100	10508	99419	1.55555	298.55555	150.05555	15005.55555	1.55555	298.55554	150.05555	15005.55547	1.55555	298.55555	150.05555	15005.55500	2020-01-01	2020-01-02	2020-01-01 00:08:38	2020-01-02 03:36:59	2020-01-01 00:08:38.000	2020-01-02 03:36:59.000	518	99419	49968.5	4996850	518	99419	49968.5	4996850	-32652	32486	4748.66	474866	-127	124	-2.7	-270
+519	100	10509	99420	1.55855	298.55855	150.05855	15005.85585	1.55855	298.55856	150.05856	15005.85607	1.55855	298.55855	150.05855	15005.85500	2020-01-01	2020-01-02	2020-01-01 00:08:39	2020-01-02 03:37:00	2020-01-01 00:08:39.000	2020-01-02 03:37:00.000	519	99420	49969.5	4996950	519	99420	49969.5	4996950	-32651	32487	4749.66	474966	-126	125	-1.7	-170
+52	102	10042	99952	0.15615	300.15615	150.15615	15165.77177	0.15615	300.15616	150.15615	15165.77193	0.15615	300.15615	150.15615	15165.77115	2020-01-01	2020-01-02	2020-01-01 00:00:52	2020-01-02 03:45:52	2020-01-01 00:00:52.000	2020-01-02 03:45:52.000	52	99952	50002	5050202	52	99952	50002	5050202	-32517	32418	4581.009900990099	462682	-125	126	-1.6435643564356435	-166
+520	100	10510	99421	1.56156	298.56156	150.06156	15006.15615	1.56156	298.56155	150.06155	15006.15572	1.56156	298.56156	150.06156	15006.15600	2020-01-01	2020-01-02	2020-01-01 00:08:40	2020-01-02 03:37:01	2020-01-01 00:08:40.000	2020-01-02 03:37:01.000	520	99421	49970.5	4997050	520	99421	49970.5	4997050	-32650	32488	4750.66	475066	-125	126	-0.7	-70
+521	100	10511	99422	1.56456	298.56456	150.06456	15006.45645	1.56456	298.56458	150.06456	15006.45647	1.56456	298.56456	150.06456	15006.45600	2020-01-01	2020-01-02	2020-01-01 00:08:41	2020-01-02 03:37:02	2020-01-01 00:08:41.000	2020-01-02 03:37:02.000	521	99422	49971.5	4997150	521	99422	49971.5	4997150	-32649	32489	4751.66	475166	-124	127	0.3	30
+522	100	10512	99423	1.56756	298.56756	150.06756	15006.75675	1.56756	298.56757	150.06756	15006.75661	1.56756	298.56756	150.06756	15006.75600	2020-01-01	2020-01-02	2020-01-01 00:08:42	2020-01-02 03:37:03	2020-01-01 00:08:42.000	2020-01-02 03:37:03.000	522	99423	49972.5	4997250	522	99423	49972.5	4997250	-32648	32490	4752.66	475266	-128	127	-1.26	-126
+523	100	10513	99424	1.57057	298.57057	150.07057	15007.05705	1.57057	298.57056	150.07056	15007.05694	1.57057	298.57057	150.07057	15007.05700	2020-01-01	2020-01-02	2020-01-01 00:08:43	2020-01-02 03:37:04	2020-01-01 00:08:43.000	2020-01-02 03:37:04.000	523	99424	49973.5	4997350	523	99424	49973.5	4997350	-32647	32491	4753.66	475366	-128	123	-2.82	-282
+524	100	10514	99425	1.57357	298.57357	150.07357	15007.35735	1.57357	298.57358	150.07357	15007.35753	1.57357	298.57357	150.07357	15007.35700	2020-01-01	2020-01-02	2020-01-01 00:08:44	2020-01-02 03:37:05	2020-01-01 00:08:44.000	2020-01-02 03:37:05.000	524	99425	49974.5	4997450	524	99425	49974.5	4997450	-32646	32492	4754.66	475466	-127	124	-1.82	-182
+525	100	10515	99426	1.57657	298.57657	150.07657	15007.65765	1.57657	298.57657	150.07657	15007.65783	1.57657	298.57657	150.07657	15007.65700	2020-01-01	2020-01-02	2020-01-01 00:08:45	2020-01-02 03:37:06	2020-01-01 00:08:45.000	2020-01-02 03:37:06.000	525	99426	49975.5	4997550	525	99426	49975.5	4997550	-32645	32493	4755.66	475566	-126	125	-0.82	-82
+526	100	10516	99427	1.57957	298.57957	150.07957	15007.95795	1.57957	298.5796	150.07957	15007.95795	1.57957	298.57957	150.07957	15007.95700	2020-01-01	2020-01-02	2020-01-01 00:08:46	2020-01-02 03:37:07	2020-01-01 00:08:46.000	2020-01-02 03:37:07.000	526	99427	49976.5	4997650	526	99427	49976.5	4997650	-32644	32494	4756.66	475666	-125	126	0.18	18
+527	100	10517	99428	1.58258	298.58258	150.08258	15008.25825	1.58258	298.58258	150.08258	15008.25811	1.58258	298.58258	150.08258	15008.25800	2020-01-01	2020-01-02	2020-01-01 00:08:47	2020-01-02 03:37:08	2020-01-01 00:08:47.000	2020-01-02 03:37:08.000	527	99428	49977.5	4997750	527	99428	49977.5	4997750	-32643	32495	4757.66	475766	-124	127	1.18	118
+528	100	10518	99429	1.58558	298.58558	150.08558	15008.55855	1.58558	298.58557	150.08558	15008.5584	1.58558	298.58558	150.08558	15008.55800	2020-01-01	2020-01-02	2020-01-01 00:08:48	2020-01-02 03:37:09	2020-01-01 00:08:48.000	2020-01-02 03:37:09.000	528	99429	49978.5	4997850	528	99429	49978.5	4997850	-32642	32496	4758.66	475866	-128	127	-0.38	-38
+529	100	10519	99430	1.58858	298.58858	150.08858	15008.85885	1.58858	298.5886	150.08859	15008.859	1.58858	298.58858	150.08858	15008.85800	2020-01-01	2020-01-02	2020-01-01 00:08:49	2020-01-02 03:37:10	2020-01-01 00:08:49.000	2020-01-02 03:37:10.000	529	99430	49979.5	4997950	529	99430	49979.5	4997950	-32641	32497	4759.66	475966	-128	127	-1.94	-194
+53	102	10043	99953	0.15915	300.15915	150.15915	15166.07507	0.15915	300.15915	150.15915	15166.07511	0.15915	300.15915	150.15915	15166.07415	2020-01-01	2020-01-02	2020-01-01 00:00:53	2020-01-02 03:45:53	2020-01-01 00:00:53.000	2020-01-02 03:45:53.000	53	99953	50003	5050303	53	99953	50003	5050303	-32516	32419	4582.009900990099	462783	-124	127	-0.6435643564356436	-65
+530	100	10520	99431	1.59159	298.59159	150.09159	15009.15915	1.59159	298.59158	150.09159	15009.15929	1.59159	298.59159	150.09159	15009.15900	2020-01-01	2020-01-02	2020-01-01 00:08:50	2020-01-02 03:37:11	2020-01-01 00:08:50.000	2020-01-02 03:37:11.000	530	99431	49980.5	4998050	530	99431	49980.5	4998050	-32640	32498	4760.66	476066	-128	124	-3.5	-350
+531	100	10521	99432	1.59459	298.59459	150.09459	15009.45945	1.59459	298.5946	150.09459	15009.45941	1.59459	298.59459	150.09459	15009.45900	2020-01-01	2020-01-02	2020-01-01 00:08:51	2020-01-02 03:37:12	2020-01-01 00:08:51.000	2020-01-02 03:37:12.000	531	99432	49981.5	4998150	531	99432	49981.5	4998150	-32639	32499	4761.66	476166	-127	125	-2.5	-250
+532	100	10522	99433	1.59759	298.59759	150.09759	15009.75975	1.59759	298.5976	150.09759	15009.75958	1.59759	298.59759	150.09759	15009.75900	2020-01-01	2020-01-02	2020-01-01 00:08:52	2020-01-02 03:37:13	2020-01-01 00:08:52.000	2020-01-02 03:37:13.000	532	99433	49982.5	4998250	532	99433	49982.5	4998250	-32638	32500	4762.66	476266	-126	126	-1.5	-150
+533	100	10523	99434	1.6006	298.6006	150.1006	15010.06006	1.6006	298.6006	150.10059	15010.05988	1.60060	298.60060	150.10060	15010.06000	2020-01-01	2020-01-02	2020-01-01 00:08:53	2020-01-02 03:37:14	2020-01-01 00:08:53.000	2020-01-02 03:37:14.000	533	99434	49983.5	4998350	533	99434	49983.5	4998350	-32637	32501	4763.66	476366	-125	127	-0.5	-50
+534	100	10524	99435	1.6036	298.6036	150.1036	15010.36036	1.6036	298.6036	150.1036	15010.36063	1.60360	298.60360	150.10360	15010.36000	2020-01-01	2020-01-02	2020-01-01 00:08:54	2020-01-02 03:37:15	2020-01-01 00:08:54.000	2020-01-02 03:37:15.000	534	99435	49984.5	4998450	534	99435	49984.5	4998450	-32636	32502	4764.66	476466	-128	127	-2.06	-206
+535	100	10525	99436	1.6066	298.6066	150.1066	15010.66066	1.6066	298.6066	150.1066	15010.66077	1.60660	298.60660	150.10660	15010.66000	2020-01-01	2020-01-02	2020-01-01 00:08:55	2020-01-02 03:37:16	2020-01-01 00:08:55.000	2020-01-02 03:37:16.000	535	99436	49985.5	4998550	535	99436	49985.5	4998550	-32635	32503	4765.66	476566	-128	127	-3.62	-362
+536	100	10526	99437	1.6096	298.6096	150.1096	15010.96096	1.6096	298.60962	150.1096	15010.96092	1.60960	298.60960	150.10960	15010.96000	2020-01-01	2020-01-02	2020-01-01 00:08:56	2020-01-02 03:37:17	2020-01-01 00:08:56.000	2020-01-02 03:37:17.000	536	99437	49986.5	4998650	536	99437	49986.5	4998650	-32634	32504	4766.66	476666	-128	123	-5.18	-518
+537	100	10527	99438	1.61261	298.61261	150.11261	15011.26126	1.61261	298.6126	150.11261	15011.26105	1.61261	298.61261	150.11261	15011.26100	2020-01-01	2020-01-02	2020-01-01 00:08:57	2020-01-02 03:37:18	2020-01-01 00:08:57.000	2020-01-02 03:37:18.000	537	99438	49987.5	4998750	537	99438	49987.5	4998750	-32633	32505	4767.66	476766	-127	124	-4.18	-418
+538	100	10528	99439	1.61561	298.61561	150.11561	15011.56156	1.61561	298.6156	150.11561	15011.56135	1.61561	298.61561	150.11561	15011.56100	2020-01-01	2020-01-02	2020-01-01 00:08:58	2020-01-02 03:37:19	2020-01-01 00:08:58.000	2020-01-02 03:37:19.000	538	99439	49988.5	4998850	538	99439	49988.5	4998850	-32632	32506	4768.66	476866	-126	125	-3.18	-318
+539	100	10529	99440	1.61861	298.61861	150.11861	15011.86186	1.61861	298.61862	150.11862	15011.8621	1.61861	298.61861	150.11861	15011.86100	2020-01-01	2020-01-02	2020-01-01 00:08:59	2020-01-02 03:37:20	2020-01-01 00:08:59.000	2020-01-02 03:37:20.000	539	99440	49989.5	4998950	539	99440	49989.5	4998950	-32631	32507	4769.66	476966	-125	126	-2.18	-218
+54	102	10044	99954	0.16216	300.16216	150.16216	15166.37837	0.16216	300.16217	150.16216	15166.37822	0.16216	300.16216	150.16216	15166.37816	2020-01-01	2020-01-02	2020-01-01 00:00:54	2020-01-02 03:45:54	2020-01-01 00:00:54.000	2020-01-02 03:45:54.000	54	99954	50004	5050404	54	99954	50004	5050404	-32515	32420	4583.009900990099	462884	-128	127	-2.1782178217821784	-220
+540	100	10530	99441	1.62162	298.62162	150.12162	15012.16216	1.62162	298.6216	150.12162	15012.16224	1.62162	298.62162	150.12162	15012.16200	2020-01-01	2020-01-02	2020-01-01 00:09:00	2020-01-02 03:37:21	2020-01-01 00:09:00.000	2020-01-02 03:37:21.000	540	99441	49990.5	4999050	540	99441	49990.5	4999050	-32630	32508	4770.66	477066	-124	127	-1.18	-118
+541	100	10531	99442	1.62462	298.62462	150.12462	15012.46246	1.62462	298.62463	150.12462	15012.46239	1.62462	298.62462	150.12462	15012.46200	2020-01-01	2020-01-02	2020-01-01 00:09:01	2020-01-02 03:37:22	2020-01-01 00:09:01.000	2020-01-02 03:37:22.000	541	99442	49991.5	4999150	541	99442	49991.5	4999150	-32629	32509	4771.66	477166	-128	127	-2.74	-274
+542	100	10532	99443	1.62762	298.62762	150.12762	15012.76276	1.62762	298.62762	150.12762	15012.76252	1.62762	298.62762	150.12762	15012.76200	2020-01-01	2020-01-02	2020-01-01 00:09:02	2020-01-02 03:37:23	2020-01-01 00:09:02.000	2020-01-02 03:37:23.000	542	99443	49992.5	4999250	542	99443	49992.5	4999250	-32628	32510	4772.66	477266	-128	123	-4.3	-430
+543	100	10533	99444	1.63063	298.63063	150.13063	15013.06306	1.63063	298.63065	150.13063	15013.06327	1.63063	298.63063	150.13063	15013.06300	2020-01-01	2020-01-02	2020-01-01 00:09:03	2020-01-02 03:37:24	2020-01-01 00:09:03.000	2020-01-02 03:37:24.000	543	99444	49993.5	4999350	543	99444	49993.5	4999350	-32627	32511	4773.66	477366	-127	124	-3.3	-330
+544	100	10534	99445	1.63363	298.63363	150.13363	15013.36336	1.63363	298.63364	150.13363	15013.36358	1.63363	298.63363	150.13363	15013.36300	2020-01-01	2020-01-02	2020-01-01 00:09:04	2020-01-02 03:37:25	2020-01-01 00:09:04.000	2020-01-02 03:37:25.000	544	99445	49994.5	4999450	544	99445	49994.5	4999450	-32626	32512	4774.66	477466	-126	125	-2.3	-230
+545	100	10535	99446	1.63663	298.63663	150.13663	15013.66366	1.63663	298.63663	150.13663	15013.6637	1.63663	298.63663	150.13663	15013.66300	2020-01-01	2020-01-02	2020-01-01 00:09:05	2020-01-02 03:37:26	2020-01-01 00:09:05.000	2020-01-02 03:37:26.000	545	99446	49995.5	4999550	545	99446	49995.5	4999550	-32625	32513	4775.66	477566	-125	126	-1.3	-130
+546	100	10536	99447	1.63963	298.63963	150.13963	15013.96396	1.63963	298.63965	150.13963	15013.96385	1.63963	298.63963	150.13963	15013.96300	2020-01-01	2020-01-02	2020-01-01 00:09:06	2020-01-02 03:37:27	2020-01-01 00:09:06.000	2020-01-02 03:37:27.000	546	99447	49996.5	4999650	546	99447	49996.5	4999650	-32624	32514	4776.66	477666	-124	127	-0.3	-30
+547	100	10537	99448	1.64264	298.64264	150.14264	15014.26426	1.64264	298.64264	150.14263	15014.26399	1.64264	298.64264	150.14264	15014.26400	2020-01-01	2020-01-02	2020-01-01 00:09:07	2020-01-02 03:37:28	2020-01-01 00:09:07.000	2020-01-02 03:37:28.000	547	99448	49997.5	4999750	547	99448	49997.5	4999750	-32623	32515	4777.66	477766	-128	127	-1.86	-186
+548	100	10538	99449	1.64564	298.64564	150.14564	15014.56456	1.64564	298.64566	150.14564	15014.56474	1.64564	298.64564	150.14564	15014.56400	2020-01-01	2020-01-02	2020-01-01 00:09:08	2020-01-02 03:37:29	2020-01-01 00:09:08.000	2020-01-02 03:37:29.000	548	99449	49998.5	4999850	548	99449	49998.5	4999850	-32622	32516	4778.66	477866	-128	123	-3.42	-342
+549	100	10539	99450	1.64864	298.64864	150.14864	15014.86486	1.64864	298.64865	150.14865	15014.86504	1.64864	298.64864	150.14864	15014.86400	2020-01-01	2020-01-02	2020-01-01 00:09:09	2020-01-02 03:37:30	2020-01-01 00:09:09.000	2020-01-02 03:37:30.000	549	99450	49999.5	4999950	549	99450	49999.5	4999950	-32621	32517	4779.66	477966	-127	124	-2.42	-242
+55	102	10045	99955	0.16516	300.16516	150.16516	15166.68168	0.16516	300.16516	150.16516	15166.68151	0.16516	300.16516	150.16516	15166.68116	2020-01-01	2020-01-02	2020-01-01 00:00:55	2020-01-02 03:45:55	2020-01-01 00:00:55.000	2020-01-02 03:45:55.000	55	99955	50005	5050505	55	99955	50005	5050505	-32514	32421	4584.009900990099	462985	-128	123	-3.712871287128713	-375
+550	100	10540	99451	1.65165	298.65165	150.15165	15015.16516	1.65165	298.65164	150.15165	15015.16521	1.65165	298.65165	150.15165	15015.16500	2020-01-01	2020-01-02	2020-01-01 00:09:10	2020-01-02 03:37:31	2020-01-01 00:09:10.000	2020-01-02 03:37:31.000	550	99451	50000.5	5000050	550	99451	50000.5	5000050	-32620	32518	4780.66	478066	-126	125	-1.42	-142
+551	100	10541	99452	1.65465	298.65465	150.15465	15015.46546	1.65465	298.65466	150.15465	15015.46533	1.65465	298.65465	150.15465	15015.46500	2020-01-01	2020-01-02	2020-01-01 00:09:11	2020-01-02 03:37:32	2020-01-01 00:09:11.000	2020-01-02 03:37:32.000	551	99452	50001.5	5000150	551	99452	50001.5	5000150	-32619	32519	4781.66	478166	-125	126	-0.42	-42
+552	100	10542	99453	1.65765	298.65765	150.15765	15015.76576	1.65765	298.65765	150.15765	15015.76562	1.65765	298.65765	150.15765	15015.76500	2020-01-01	2020-01-02	2020-01-01 00:09:12	2020-01-02 03:37:33	2020-01-01 00:09:12.000	2020-01-02 03:37:33.000	552	99453	50002.5	5000250	552	99453	50002.5	5000250	-32618	32520	4782.66	478266	-124	127	0.58	58
+553	100	10543	99454	1.66066	298.66066	150.16066	15016.06606	1.66066	298.66068	150.16066	15016.06621	1.66066	298.66066	150.16066	15016.06600	2020-01-01	2020-01-02	2020-01-01 00:09:13	2020-01-02 03:37:34	2020-01-01 00:09:13.000	2020-01-02 03:37:34.000	553	99454	50003.5	5000350	553	99454	50003.5	5000350	-32617	32521	4783.66	478366	-128	127	-0.98	-98
+554	100	10544	99455	1.66366	298.66366	150.16366	15016.36636	1.66366	298.66367	150.16366	15016.36651	1.66366	298.66366	150.16366	15016.36600	2020-01-01	2020-01-02	2020-01-01 00:09:14	2020-01-02 03:37:35	2020-01-01 00:09:14.000	2020-01-02 03:37:35.000	554	99455	50004.5	5000450	554	99455	50004.5	5000450	-32616	32522	4784.66	478466	-128	127	-2.54	-254
+555	100	10545	99456	1.66666	298.66666	150.16666	15016.66666	1.66666	298.66666	150.16666	15016.66668	1.66666	298.66666	150.16666	15016.66600	2020-01-01	2020-01-02	2020-01-01 00:09:15	2020-01-02 03:37:36	2020-01-01 00:09:15.000	2020-01-02 03:37:36.000	555	99456	50005.5	5000550	555	99456	50005.5	5000550	-32615	32523	4785.66	478566	-128	124	-4.1	-410
+556	100	10546	99457	1.66966	298.66966	150.16966	15016.96696	1.66966	298.66968	150.16966	15016.9668	1.66966	298.66966	150.16966	15016.96600	2020-01-01	2020-01-02	2020-01-01 00:09:16	2020-01-02 03:37:37	2020-01-01 00:09:16.000	2020-01-02 03:37:37.000	556	99457	50006.5	5000650	556	99457	50006.5	5000650	-32614	32524	4786.66	478666	-127	125	-3.1	-310
+557	100	10547	99458	1.67267	298.67267	150.17267	15017.26726	1.67267	298.67267	150.17267	15017.26709	1.67267	298.67267	150.17267	15017.26700	2020-01-01	2020-01-02	2020-01-01 00:09:17	2020-01-02 03:37:38	2020-01-01 00:09:17.000	2020-01-02 03:37:38.000	557	99458	50007.5	5000750	557	99458	50007.5	5000750	-32613	32525	4787.66	478766	-126	126	-2.1	-210
+558	100	10548	99459	1.67567	298.67567	150.17567	15017.56756	1.67567	298.6757	150.17567	15017.56769	1.67567	298.67567	150.17567	15017.56700	2020-01-01	2020-01-02	2020-01-01 00:09:18	2020-01-02 03:37:39	2020-01-01 00:09:18.000	2020-01-02 03:37:39.000	558	99459	50008.5	5000850	558	99459	50008.5	5000850	-32612	32526	4788.66	478866	-125	127	-1.1	-110
+559	100	10549	99460	1.67867	298.67867	150.17867	15017.86786	1.67867	298.67868	150.17868	15017.86802	1.67867	298.67867	150.17867	15017.86700	2020-01-01	2020-01-02	2020-01-01 00:09:19	2020-01-02 03:37:40	2020-01-01 00:09:19.000	2020-01-02 03:37:40.000	559	99460	50009.5	5000950	559	99460	50009.5	5000950	-32611	32527	4789.66	478966	-128	127	-2.66	-266
+56	102	10046	99956	0.16816	300.16816	150.16816	15166.98498	0.16816	300.16818	150.16816	15166.98512	0.16816	300.16816	150.16816	15166.98416	2020-01-01	2020-01-02	2020-01-01 00:00:56	2020-01-02 03:45:56	2020-01-01 00:00:56.000	2020-01-02 03:45:56.000	56	99956	50006	5050606	56	99956	50006	5050606	-32513	32422	4585.009900990099	463086	-127	124	-2.712871287128713	-274
+560	100	10550	99461	1.68168	298.68168	150.18168	15018.16816	1.68168	298.68167	150.18168	15018.16815	1.68168	298.68168	150.18168	15018.16800	2020-01-01	2020-01-02	2020-01-01 00:09:20	2020-01-02 03:37:41	2020-01-01 00:09:20.000	2020-01-02 03:37:41.000	560	99461	50010.5	5001050	560	99461	50010.5	5001050	-32610	32528	4790.66	479066	-128	127	-4.22	-422
+561	100	10551	99462	1.68468	298.68468	150.18468	15018.46846	1.68468	298.6847	150.18468	15018.46826	1.68468	298.68468	150.18468	15018.46800	2020-01-01	2020-01-02	2020-01-01 00:09:21	2020-01-02 03:37:42	2020-01-01 00:09:21.000	2020-01-02 03:37:42.000	561	99462	50011.5	5001150	561	99462	50011.5	5001150	-32609	32529	4791.66	479166	-128	123	-5.78	-578
+562	100	10552	99463	1.68768	298.68768	150.18768	15018.76876	1.68768	298.68768	150.18768	15018.76856	1.68768	298.68768	150.18768	15018.76800	2020-01-01	2020-01-02	2020-01-01 00:09:22	2020-01-02 03:37:43	2020-01-01 00:09:22.000	2020-01-02 03:37:43.000	562	99463	50012.5	5001250	562	99463	50012.5	5001250	-32608	32530	4792.66	479266	-127	124	-4.78	-478
+563	100	10553	99464	1.69069	298.69069	150.19069	15019.06906	1.69069	298.6907	150.19069	15019.06915	1.69069	298.69069	150.19069	15019.06900	2020-01-01	2020-01-02	2020-01-01 00:09:23	2020-01-02 03:37:44	2020-01-01 00:09:23.000	2020-01-02 03:37:44.000	563	99464	50013.5	5001350	563	99464	50013.5	5001350	-32607	32531	4793.66	479366	-126	125	-3.78	-378
+564	100	10554	99465	1.69369	298.69369	150.19369	15019.36936	1.69369	298.6937	150.19369	15019.36948	1.69369	298.69369	150.19369	15019.36900	2020-01-01	2020-01-02	2020-01-01 00:09:24	2020-01-02 03:37:45	2020-01-01 00:09:24.000	2020-01-02 03:37:45.000	564	99465	50014.5	5001450	564	99465	50014.5	5001450	-32606	32532	4794.66	479466	-125	126	-2.78	-278
+565	100	10555	99466	1.69669	298.69669	150.19669	15019.66966	1.69669	298.6967	150.19669	15019.66962	1.69669	298.69669	150.19669	15019.66900	2020-01-01	2020-01-02	2020-01-01 00:09:25	2020-01-02 03:37:46	2020-01-01 00:09:25.000	2020-01-02 03:37:46.000	565	99466	50015.5	5001550	565	99466	50015.5	5001550	-32605	32533	4795.66	479566	-124	127	-1.78	-178
+566	100	10556	99467	1.69969	298.69969	150.19969	15019.96996	1.69969	298.6997	150.1997	15019.97037	1.69969	298.69969	150.19969	15019.96900	2020-01-01	2020-01-02	2020-01-01 00:09:26	2020-01-02 03:37:47	2020-01-01 00:09:26.000	2020-01-02 03:37:47.000	566	99467	50016.5	5001650	566	99467	50016.5	5001650	-32604	32534	4796.66	479666	-128	127	-3.34	-334
+567	100	10557	99468	1.7027	298.7027	150.2027	15020.27027	1.7027	298.7027	150.2027	15020.27003	1.70270	298.70270	150.20270	15020.27000	2020-01-01	2020-01-02	2020-01-01 00:09:27	2020-01-02 03:37:48	2020-01-01 00:09:27.000	2020-01-02 03:37:48.000	567	99468	50017.5	5001750	567	99468	50017.5	5001750	-32603	32535	4797.66	479766	-128	123	-4.9	-490
+568	100	10558	99469	1.7057	298.7057	150.2057	15020.57057	1.7057	298.70572	150.2057	15020.57066	1.70570	298.70570	150.20570	15020.57000	2020-01-01	2020-01-02	2020-01-01 00:09:28	2020-01-02 03:37:49	2020-01-01 00:09:28.000	2020-01-02 03:37:49.000	568	99469	50018.5	5001850	568	99469	50018.5	5001850	-32602	32536	4798.66	479866	-127	124	-3.9	-390
+569	100	10559	99470	1.7087	298.7087	150.2087	15020.87087	1.7087	298.7087	150.2087	15020.87095	1.70870	298.70870	150.20870	15020.87000	2020-01-01	2020-01-02	2020-01-01 00:09:29	2020-01-02 03:37:50	2020-01-01 00:09:29.000	2020-01-02 03:37:50.000	569	99470	50019.5	5001950	569	99470	50019.5	5001950	-32601	32537	4799.66	479966	-126	125	-2.9	-290
+57	102	10047	99957	0.17117	300.17117	150.17117	15167.28828	0.17117	300.17117	150.17117	15167.28841	0.17117	300.17117	150.17117	15167.28817	2020-01-01	2020-01-02	2020-01-01 00:00:57	2020-01-02 03:45:57	2020-01-01 00:00:57.000	2020-01-02 03:45:57.000	57	99957	50007	5050707	57	99957	50007	5050707	-32512	32423	4586.009900990099	463187	-126	125	-1.7128712871287128	-173
+570	100	10560	99471	1.71171	298.71171	150.21171	15021.17117	1.71171	298.7117	150.21171	15021.17109	1.71171	298.71171	150.21171	15021.17100	2020-01-01	2020-01-02	2020-01-01 00:09:30	2020-01-02 03:37:51	2020-01-01 00:09:30.000	2020-01-02 03:37:51.000	570	99471	50020.5	5002050	570	99471	50020.5	5002050	-32600	32538	4800.66	480066	-125	126	-1.9	-190
+571	100	10561	99472	1.71471	298.71471	150.21471	15021.47147	1.71471	298.71472	150.21471	15021.47184	1.71471	298.71471	150.21471	15021.47100	2020-01-01	2020-01-02	2020-01-01 00:09:31	2020-01-02 03:37:52	2020-01-01 00:09:31.000	2020-01-02 03:37:52.000	571	99472	50021.5	5002150	571	99472	50021.5	5002150	-32599	32539	4801.66	480166	-124	127	-0.9	-90
+572	100	10562	99473	1.71771	298.71771	150.21771	15021.77177	1.71771	298.7177	150.21771	15021.7715	1.71771	298.71771	150.21771	15021.77100	2020-01-01	2020-01-02	2020-01-01 00:09:32	2020-01-02 03:37:53	2020-01-01 00:09:32.000	2020-01-02 03:37:53.000	572	99473	50022.5	5002250	572	99473	50022.5	5002250	-32598	32540	4802.66	480266	-128	127	-2.46	-246
+573	100	10563	99474	1.72072	298.72072	150.22072	15022.07207	1.72072	298.72073	150.22072	15022.07212	1.72072	298.72072	150.22072	15022.07200	2020-01-01	2020-01-02	2020-01-01 00:09:33	2020-01-02 03:37:54	2020-01-01 00:09:33.000	2020-01-02 03:37:54.000	573	99474	50023.5	5002350	573	99474	50023.5	5002350	-32597	32541	4803.66	480366	-128	123	-4.02	-402
+574	100	10564	99475	1.72372	298.72372	150.22372	15022.37237	1.72372	298.72372	150.22372	15022.37243	1.72372	298.72372	150.22372	15022.37200	2020-01-01	2020-01-02	2020-01-01 00:09:34	2020-01-02 03:37:55	2020-01-01 00:09:34.000	2020-01-02 03:37:55.000	574	99475	50024.5	5002450	574	99475	50024.5	5002450	-32596	32542	4804.66	480466	-127	124	-3.02	-302
+575	100	10565	99476	1.72672	298.72672	150.22672	15022.67267	1.72672	298.7267	150.22672	15022.67272	1.72672	298.72672	150.22672	15022.67200	2020-01-01	2020-01-02	2020-01-01 00:09:35	2020-01-02 03:37:56	2020-01-01 00:09:35.000	2020-01-02 03:37:56.000	575	99476	50025.5	5002550	575	99476	50025.5	5002550	-32595	32543	4805.66	480566	-126	125	-2.02	-202
+576	100	10566	99477	1.72972	298.72972	150.22972	15022.97297	1.72972	298.72974	150.22973	15022.97332	1.72972	298.72972	150.22972	15022.97200	2020-01-01	2020-01-02	2020-01-01 00:09:36	2020-01-02 03:37:57	2020-01-01 00:09:36.000	2020-01-02 03:37:57.000	576	99477	50026.5	5002650	576	99477	50026.5	5002650	-32594	32544	4806.66	480666	-125	126	-1.02	-102
+577	100	10567	99478	1.73273	298.73273	150.23273	15023.27327	1.73273	298.73273	150.23272	15023.27297	1.73273	298.73273	150.23273	15023.27300	2020-01-01	2020-01-02	2020-01-01 00:09:37	2020-01-02 03:37:58	2020-01-01 00:09:37.000	2020-01-02 03:37:58.000	577	99478	50027.5	5002750	577	99478	50027.5	5002750	-32593	32545	4807.66	480766	-124	127	-0.02	-2
+578	100	10568	99479	1.73573	298.73573	150.23573	15023.57357	1.73573	298.73575	150.23573	15023.57359	1.73573	298.73573	150.23573	15023.57300	2020-01-01	2020-01-02	2020-01-01 00:09:38	2020-01-02 03:37:59	2020-01-01 00:09:38.000	2020-01-02 03:37:59.000	578	99479	50028.5	5002850	578	99479	50028.5	5002850	-32592	32546	4808.66	480866	-128	127	-1.58	-158
+579	100	10569	99480	1.73873	298.73873	150.23873	15023.87387	1.73873	298.73874	150.23873	15023.8739	1.73873	298.73873	150.23873	15023.87300	2020-01-01	2020-01-02	2020-01-01 00:09:39	2020-01-02 03:38:00	2020-01-01 00:09:39.000	2020-01-02 03:38:00.000	579	99480	50029.5	5002950	579	99480	50029.5	5002950	-32591	32547	4809.66	480966	-128	123	-3.14	-314
+58	102	10048	99958	0.17417	300.17417	150.17417	15167.59159	0.17417	300.17416	150.17417	15167.59159	0.17417	300.17417	150.17417	15167.59117	2020-01-01	2020-01-02	2020-01-01 00:00:58	2020-01-02 03:45:58	2020-01-01 00:00:58.000	2020-01-02 03:45:58.000	58	99958	50008	5050808	58	99958	50008	5050808	-32511	32424	4587.009900990099	463288	-125	126	-0.7128712871287128	-72
+580	100	10570	99481	1.74174	298.74174	150.24174	15024.17417	1.74174	298.74173	150.24174	15024.17419	1.74174	298.74174	150.24174	15024.17400	2020-01-01	2020-01-02	2020-01-01 00:09:40	2020-01-02 03:38:01	2020-01-01 00:09:40.000	2020-01-02 03:38:01.000	580	99481	50030.5	5003050	580	99481	50030.5	5003050	-32590	32548	4810.66	481066	-127	124	-2.14	-214
+581	100	10571	99482	1.74474	298.74474	150.24474	15024.47447	1.74474	298.74475	150.24474	15024.47478	1.74474	298.74474	150.24474	15024.47400	2020-01-01	2020-01-02	2020-01-01 00:09:41	2020-01-02 03:38:02	2020-01-01 00:09:41.000	2020-01-02 03:38:02.000	581	99482	50031.5	5003150	581	99482	50031.5	5003150	-32589	32549	4811.66	481166	-126	125	-1.14	-114
+582	100	10572	99483	1.74774	298.74774	150.24774	15024.77477	1.74774	298.74774	150.24774	15024.77447	1.74774	298.74774	150.24774	15024.77400	2020-01-01	2020-01-02	2020-01-01 00:09:42	2020-01-02 03:38:03	2020-01-01 00:09:42.000	2020-01-02 03:38:03.000	582	99483	50032.5	5003250	582	99483	50032.5	5003250	-32588	32550	4812.66	481266	-125	126	-0.14	-14
+583	100	10573	99484	1.75075	298.75075	150.25075	15025.07507	1.75075	298.75076	150.25075	15025.07507	1.75075	298.75075	150.25075	15025.07500	2020-01-01	2020-01-02	2020-01-01 00:09:43	2020-01-02 03:38:04	2020-01-01 00:09:43.000	2020-01-02 03:38:04.000	583	99484	50033.5	5003350	583	99484	50033.5	5003350	-32587	32551	4813.66	481366	-124	127	0.86	86
+584	100	10574	99485	1.75375	298.75375	150.25375	15025.37537	1.75375	298.75375	150.25375	15025.37536	1.75375	298.75375	150.25375	15025.37500	2020-01-01	2020-01-02	2020-01-01 00:09:44	2020-01-02 03:38:05	2020-01-01 00:09:44.000	2020-01-02 03:38:05.000	584	99485	50034.5	5003450	584	99485	50034.5	5003450	-32586	32552	4814.66	481466	-128	127	-0.7	-70
+585	100	10575	99486	1.75675	298.75675	150.25675	15025.67567	1.75675	298.75674	150.25675	15025.67566	1.75675	298.75675	150.25675	15025.67500	2020-01-01	2020-01-02	2020-01-01 00:09:45	2020-01-02 03:38:06	2020-01-01 00:09:45.000	2020-01-02 03:38:06.000	585	99486	50035.5	5003550	585	99486	50035.5	5003550	-32585	32553	4815.66	481566	-128	127	-2.26	-226
+586	100	10576	99487	1.75975	298.75975	150.25975	15025.97597	1.75975	298.75977	150.25976	15025.97625	1.75975	298.75975	150.25975	15025.97500	2020-01-01	2020-01-02	2020-01-01 00:09:46	2020-01-02 03:38:07	2020-01-01 00:09:46.000	2020-01-02 03:38:07.000	586	99487	50036.5	5003650	586	99487	50036.5	5003650	-32584	32554	4816.66	481666	-128	123	-3.82	-382
+587	100	10577	99488	1.76276	298.76276	150.26276	15026.27627	1.76276	298.76276	150.26275	15026.27594	1.76276	298.76276	150.26276	15026.27600	2020-01-01	2020-01-02	2020-01-01 00:09:47	2020-01-02 03:38:08	2020-01-01 00:09:47.000	2020-01-02 03:38:08.000	587	99488	50037.5	5003750	587	99488	50037.5	5003750	-32583	32555	4817.66	481766	-127	124	-2.82	-282
+588	100	10578	99489	1.76576	298.76576	150.26576	15026.57657	1.76576	298.76578	150.26576	15026.57654	1.76576	298.76576	150.26576	15026.57600	2020-01-01	2020-01-02	2020-01-01 00:09:48	2020-01-02 03:38:09	2020-01-01 00:09:48.000	2020-01-02 03:38:09.000	588	99489	50038.5	5003850	588	99489	50038.5	5003850	-32582	32556	4818.66	481866	-126	125	-1.82	-182
+589	100	10579	99490	1.76876	298.76876	150.26876	15026.87687	1.76876	298.76877	150.26876	15026.87683	1.76876	298.76876	150.26876	15026.87600	2020-01-01	2020-01-02	2020-01-01 00:09:49	2020-01-02 03:38:10	2020-01-01 00:09:49.000	2020-01-02 03:38:10.000	589	99490	50039.5	5003950	589	99490	50039.5	5003950	-32581	32557	4819.66	481966	-125	126	-0.82	-82
+59	102	10049	99959	0.17717	300.17717	150.17717	15167.89489	0.17717	300.1772	150.17717	15167.8947	0.17717	300.17717	150.17717	15167.89417	2020-01-01	2020-01-02	2020-01-01 00:00:59	2020-01-02 03:45:59	2020-01-01 00:00:59.000	2020-01-02 03:45:59.000	59	99959	50009	5050909	59	99959	50009	5050909	-32510	32425	4588.009900990099	463389	-124	127	0.2871287128712871	29
+590	100	10580	99491	1.77177	298.77177	150.27177	15027.17717	1.77177	298.77176	150.27177	15027.17713	1.77177	298.77177	150.27177	15027.17700	2020-01-01	2020-01-02	2020-01-01 00:09:50	2020-01-02 03:38:11	2020-01-01 00:09:50.000	2020-01-02 03:38:11.000	590	99491	50040.5	5004050	590	99491	50040.5	5004050	-32580	32558	4820.66	482066	-124	127	0.18	18
+591	100	10581	99492	1.77477	298.77477	150.27477	15027.47747	1.77477	298.77478	150.27477	15027.47775	1.77477	298.77477	150.27477	15027.47700	2020-01-01	2020-01-02	2020-01-01 00:09:51	2020-01-02 03:38:12	2020-01-01 00:09:51.000	2020-01-02 03:38:12.000	591	99492	50041.5	5004150	591	99492	50041.5	5004150	-32579	32559	4821.66	482166	-128	127	-1.38	-138
+592	100	10582	99493	1.77777	298.77777	150.27777	15027.77777	1.77777	298.77777	150.27777	15027.77742	1.77777	298.77777	150.27777	15027.77700	2020-01-01	2020-01-02	2020-01-01 00:09:52	2020-01-02 03:38:13	2020-01-01 00:09:52.000	2020-01-02 03:38:13.000	592	99493	50042.5	5004250	592	99493	50042.5	5004250	-32578	32560	4822.66	482266	-128	123	-2.94	-294
+593	100	10583	99494	1.78078	298.78078	150.28078	15028.07807	1.78078	298.7808	150.28078	15028.078	1.78078	298.78078	150.28078	15028.07800	2020-01-01	2020-01-02	2020-01-01 00:09:53	2020-01-02 03:38:14	2020-01-01 00:09:53.000	2020-01-02 03:38:14.000	593	99494	50043.5	5004350	593	99494	50043.5	5004350	-32577	32561	4823.66	482366	-127	124	-1.94	-194
+594	100	10584	99495	1.78378	298.78378	150.28378	15028.37837	1.78378	298.78378	150.28378	15028.3783	1.78378	298.78378	150.28378	15028.37800	2020-01-01	2020-01-02	2020-01-01 00:09:54	2020-01-02 03:38:15	2020-01-01 00:09:54.000	2020-01-02 03:38:15.000	594	99495	50044.5	5004450	594	99495	50044.5	5004450	-32576	32562	4824.66	482466	-126	125	-0.94	-94
+595	100	10585	99496	1.78678	298.78678	150.28678	15028.67867	1.78678	298.78677	150.28678	15028.6786	1.78678	298.78678	150.28678	15028.67800	2020-01-01	2020-01-02	2020-01-01 00:09:55	2020-01-02 03:38:16	2020-01-01 00:09:55.000	2020-01-02 03:38:16.000	595	99496	50045.5	5004550	595	99496	50045.5	5004550	-32575	32563	4825.66	482566	-125	126	0.06	6
+596	100	10586	99497	1.78978	298.78978	150.28978	15028.97897	1.78978	298.7898	150.28979	15028.97922	1.78978	298.78978	150.28978	15028.97800	2020-01-01	2020-01-02	2020-01-01 00:09:56	2020-01-02 03:38:17	2020-01-01 00:09:56.000	2020-01-02 03:38:17.000	596	99497	50046.5	5004650	596	99497	50046.5	5004650	-32574	32564	4826.66	482666	-124	127	1.06	106
+597	100	10587	99498	1.79279	298.79279	150.29279	15029.27927	1.79279	298.7928	150.29278	15029.27888	1.79279	298.79279	150.29279	15029.27900	2020-01-01	2020-01-02	2020-01-01 00:09:57	2020-01-02 03:38:18	2020-01-01 00:09:57.000	2020-01-02 03:38:18.000	597	99498	50047.5	5004750	597	99498	50047.5	5004750	-32573	32565	4827.66	482766	-128	127	-0.5	-50
+598	100	10588	99499	1.79579	298.79579	150.29579	15029.57957	1.79579	298.7958	150.29579	15029.57964	1.79579	298.79579	150.29579	15029.57900	2020-01-01	2020-01-02	2020-01-01 00:09:58	2020-01-02 03:38:19	2020-01-01 00:09:58.000	2020-01-02 03:38:19.000	598	99499	50048.5	5004850	598	99499	50048.5	5004850	-32572	32566	4828.66	482866	-128	123	-2.06	-206
+599	100	10589	99500	1.79879	298.79879	150.29879	15029.87987	1.79879	298.7988	150.29879	15029.87977	1.79879	298.79879	150.29879	15029.87900	2020-01-01	2020-01-02	2020-01-01 00:09:59	2020-01-02 03:38:20	2020-01-01 00:09:59.000	2020-01-02 03:38:20.000	599	99500	50049.5	5004950	599	99500	50049.5	5004950	-32571	32567	4829.66	482966	-127	124	-1.06	-106
+6	102	1005	9996	0.01801	300.01801	150.01801	15151.81981	0.01801	300.018	150.01801	15151.81978	0.01801	300.01801	150.01801	15151.81901	2020-01-01	2020-01-02	2020-01-01 00:00:06	2020-01-02 03:45:06	2020-01-01 00:00:06.000	2020-01-02 03:45:06.000	6	99906	49956	5045556	6	99906	49956	5045556	-32563	32372	4535.009900990099	458036	-127	124	-2.01980198019802	-204
+60	102	10050	99960	0.18018	300.18018	150.18018	15168.19819	0.18018	300.18018	150.18017	15168.198	0.18018	300.18018	150.18018	15168.19818	2020-01-01	2020-01-02	2020-01-01 00:01:00	2020-01-02 03:46:00	2020-01-01 00:01:00.000	2020-01-02 03:46:00.000	60	99960	50010	5051010	60	99960	50010	5051010	-32509	32426	4589.009900990099	463490	-128	127	-1.2475247524752475	-126
+600	100	10590	99501	1.8018	298.8018	150.3018	15030.18018	1.8018	298.8018	150.3018	15030.1801	1.80180	298.80180	150.30180	15030.18000	2020-01-01	2020-01-02	2020-01-01 00:10:00	2020-01-02 03:38:21	2020-01-01 00:10:00.000	2020-01-02 03:38:21.000	600	99501	50050.5	5005050	600	99501	50050.5	5005050	-32570	32568	4830.66	483066	-126	125	-0.06	-6
+601	100	10591	99502	1.8048	298.8048	150.3048	15030.48048	1.8048	298.8048	150.3048	15030.4807	1.80480	298.80480	150.30480	15030.48000	2020-01-01	2020-01-02	2020-01-01 00:10:01	2020-01-02 03:38:22	2020-01-01 00:10:01.000	2020-01-02 03:38:22.000	601	99502	50051.5	5005150	601	99502	50051.5	5005150	-32569	32569	4831.66	483166	-125	126	0.94	94
+602	100	10592	99503	1.8078	298.8078	150.3078	15030.78078	1.8078	298.8078	150.3078	15030.78035	1.80780	298.80780	150.30780	15030.78000	2020-01-01	2020-01-02	2020-01-01 00:10:02	2020-01-02 03:38:23	2020-01-01 00:10:02.000	2020-01-02 03:38:23.000	602	99503	50052.5	5005250	602	99503	50052.5	5005250	-32568	32570	4832.66	483266	-124	127	1.94	194
+603	100	10593	99504	1.81081	298.81081	150.31081	15031.08108	1.81081	298.81082	150.31081	15031.0811	1.81081	298.81081	150.31081	15031.08100	2020-01-01	2020-01-02	2020-01-01 00:10:03	2020-01-02 03:38:24	2020-01-01 00:10:03.000	2020-01-02 03:38:24.000	603	99504	50053.5	5005350	603	99504	50053.5	5005350	-32567	32571	4833.66	483366	-128	127	0.38	38
+604	100	10594	99505	1.81381	298.81381	150.31381	15031.38138	1.81381	298.8138	150.31381	15031.38124	1.81381	298.81381	150.31381	15031.38100	2020-01-01	2020-01-02	2020-01-01 00:10:04	2020-01-02 03:38:25	2020-01-01 00:10:04.000	2020-01-02 03:38:25.000	604	99505	50054.5	5005450	604	99505	50054.5	5005450	-32566	32572	4834.66	483466	-128	123	-1.18	-118
+605	100	10595	99506	1.81681	298.81681	150.31681	15031.68168	1.81681	298.8168	150.31681	15031.68157	1.81681	298.81681	150.31681	15031.68100	2020-01-01	2020-01-02	2020-01-01 00:10:05	2020-01-02 03:38:26	2020-01-01 00:10:05.000	2020-01-02 03:38:26.000	605	99506	50055.5	5005550	605	99506	50055.5	5005550	-32565	32573	4835.66	483566	-127	124	-0.18	-18
+606	100	10596	99507	1.81981	298.81981	150.31981	15031.98198	1.81981	298.81982	150.31982	15031.98217	1.81981	298.81981	150.31981	15031.98100	2020-01-01	2020-01-02	2020-01-01 00:10:06	2020-01-02 03:38:27	2020-01-01 00:10:06.000	2020-01-02 03:38:27.000	606	99507	50056.5	5005650	606	99507	50056.5	5005650	-32564	32574	4836.66	483666	-126	125	0.82	82
+607	100	10597	99508	1.82282	298.82282	150.32282	15032.28228	1.82282	298.8228	150.32282	15032.28246	1.82282	298.82282	150.32282	15032.28200	2020-01-01	2020-01-02	2020-01-01 00:10:07	2020-01-02 03:38:28	2020-01-01 00:10:07.000	2020-01-02 03:38:28.000	607	99508	50057.5	5005750	607	99508	50057.5	5005750	-32563	32575	4837.66	483766	-125	126	1.82	182
+608	100	10598	99509	1.82582	298.82582	150.32582	15032.58258	1.82582	298.82584	150.32582	15032.58258	1.82582	298.82582	150.32582	15032.58200	2020-01-01	2020-01-02	2020-01-01 00:10:08	2020-01-02 03:38:29	2020-01-01 00:10:08.000	2020-01-02 03:38:29.000	608	99509	50058.5	5005850	608	99509	50058.5	5005850	-32562	32576	4838.66	483866	-124	127	2.82	282
+609	100	10599	99510	1.82882	298.82882	150.32882	15032.88288	1.82882	298.82883	150.32882	15032.88274	1.82882	298.82882	150.32882	15032.88200	2020-01-01	2020-01-02	2020-01-01 00:10:09	2020-01-02 03:38:30	2020-01-01 00:10:09.000	2020-01-02 03:38:30.000	609	99510	50059.5	5005950	609	99510	50059.5	5005950	-32561	32577	4839.66	483966	-128	127	1.26	126
+61	102	10051	99961	0.18318	300.18318	150.18318	15168.5015	0.18318	300.1832	150.18318	15168.5016	0.18318	300.18318	150.18318	15168.50118	2020-01-01	2020-01-02	2020-01-01 00:01:01	2020-01-02 03:46:01	2020-01-01 00:01:01.000	2020-01-02 03:46:01.000	61	99961	50011	5051111	61	99961	50011	5051111	-32508	32427	4590.009900990099	463591	-128	123	-2.782178217821782	-281
+610	100	10600	99511	1.83183	298.83183	150.33183	15033.18318	1.83183	298.83182	150.33183	15033.18304	1.83183	298.83183	150.33183	15033.18300	2020-01-01	2020-01-02	2020-01-01 00:10:10	2020-01-02 03:38:31	2020-01-01 00:10:10.000	2020-01-02 03:38:31.000	610	99511	50060.5	5006050	610	99511	50060.5	5006050	-32560	32578	4840.66	484066	-128	127	-0.3	-30
+611	100	10601	99512	1.83483	298.83483	150.33483	15033.48348	1.83483	298.83484	150.33483	15033.48363	1.83483	298.83483	150.33483	15033.48300	2020-01-01	2020-01-02	2020-01-01 00:10:11	2020-01-02 03:38:32	2020-01-01 00:10:11.000	2020-01-02 03:38:32.000	611	99512	50061.5	5006150	611	99512	50061.5	5006150	-32559	32579	4841.66	484166	-128	123	-1.86	-186
+612	100	10602	99513	1.83783	298.83783	150.33783	15033.78378	1.83783	298.83783	150.33783	15033.78393	1.83783	298.83783	150.33783	15033.78300	2020-01-01	2020-01-02	2020-01-01 00:10:12	2020-01-02 03:38:33	2020-01-01 00:10:12.000	2020-01-02 03:38:33.000	612	99513	50062.5	5006250	612	99513	50062.5	5006250	-32558	32580	4842.66	484266	-127	124	-0.86	-86
+613	100	10603	99514	1.84084	298.84084	150.34084	15034.08408	1.84084	298.84085	150.34084	15034.08405	1.84084	298.84084	150.34084	15034.08400	2020-01-01	2020-01-02	2020-01-01 00:10:13	2020-01-02 03:38:34	2020-01-01 00:10:13.000	2020-01-02 03:38:34.000	613	99514	50063.5	5006350	613	99514	50063.5	5006350	-32557	32581	4843.66	484366	-126	125	0.14	14
+614	100	10604	99515	1.84384	298.84384	150.34384	15034.38438	1.84384	298.84384	150.34384	15034.38421	1.84384	298.84384	150.34384	15034.38400	2020-01-01	2020-01-02	2020-01-01 00:10:14	2020-01-02 03:38:35	2020-01-01 00:10:14.000	2020-01-02 03:38:35.000	614	99515	50064.5	5006450	614	99515	50064.5	5006450	-32556	32582	4844.66	484466	-125	126	1.14	114
+615	100	10605	99516	1.84684	298.84684	150.34684	15034.68468	1.84684	298.84683	150.34684	15034.68452	1.84684	298.84684	150.34684	15034.68400	2020-01-01	2020-01-02	2020-01-01 00:10:15	2020-01-02 03:38:36	2020-01-01 00:10:15.000	2020-01-02 03:38:36.000	615	99516	50065.5	5006550	615	99516	50065.5	5006550	-32555	32583	4845.66	484566	-124	127	2.14	214
+616	100	10606	99517	1.84984	298.84984	150.34984	15034.98498	1.84984	298.84985	150.34985	15034.98527	1.84984	298.84984	150.34984	15034.98400	2020-01-01	2020-01-02	2020-01-01 00:10:16	2020-01-02 03:38:37	2020-01-01 00:10:16.000	2020-01-02 03:38:37.000	616	99517	50066.5	5006650	616	99517	50066.5	5006650	-32554	32584	4846.66	484666	-128	127	0.58	58
+617	100	10607	99518	1.85285	298.85285	150.35285	15035.28528	1.85285	298.85284	150.35285	15035.2854	1.85285	298.85285	150.35285	15035.28500	2020-01-01	2020-01-02	2020-01-01 00:10:17	2020-01-02 03:38:38	2020-01-01 00:10:17.000	2020-01-02 03:38:38.000	617	99518	50067.5	5006750	617	99518	50067.5	5006750	-32553	32585	4847.66	484766	-128	123	-0.98	-98
+618	100	10608	99519	1.85585	298.85585	150.35585	15035.58558	1.85585	298.85587	150.35585	15035.58551	1.85585	298.85585	150.35585	15035.58500	2020-01-01	2020-01-02	2020-01-01 00:10:18	2020-01-02 03:38:39	2020-01-01 00:10:18.000	2020-01-02 03:38:39.000	618	99519	50068.5	5006850	618	99519	50068.5	5006850	-32552	32586	4848.66	484866	-127	124	0.02	2
+619	100	10609	99520	1.85885	298.85885	150.35885	15035.88588	1.85885	298.85886	150.35885	15035.88568	1.85885	298.85885	150.35885	15035.88500	2020-01-01	2020-01-02	2020-01-01 00:10:19	2020-01-02 03:38:40	2020-01-01 00:10:19.000	2020-01-02 03:38:40.000	619	99520	50069.5	5006950	619	99520	50069.5	5006950	-32551	32587	4849.66	484966	-126	125	1.02	102
+62	102	10052	99962	0.18618	300.18618	150.18618	15168.8048	0.18618	300.1862	150.18618	15168.80494	0.18618	300.18618	150.18618	15168.80418	2020-01-01	2020-01-02	2020-01-01 00:01:02	2020-01-02 03:46:02	2020-01-01 00:01:02.000	2020-01-02 03:46:02.000	62	99962	50012	5051212	62	99962	50012	5051212	-32507	32428	4591.009900990099	463692	-127	124	-1.7821782178217822	-180
+620	100	10610	99521	1.86186	298.86186	150.36186	15036.18618	1.86186	298.86185	150.36185	15036.18598	1.86186	298.86186	150.36186	15036.18600	2020-01-01	2020-01-02	2020-01-01 00:10:20	2020-01-02 03:38:41	2020-01-01 00:10:20.000	2020-01-02 03:38:41.000	620	99521	50070.5	5007050	620	99521	50070.5	5007050	-32550	32588	4850.66	485066	-125	126	2.02	202
+621	100	10611	99522	1.86486	298.86486	150.36486	15036.48648	1.86486	298.86487	150.36486	15036.48673	1.86486	298.86486	150.36486	15036.48600	2020-01-01	2020-01-02	2020-01-01 00:10:21	2020-01-02 03:38:42	2020-01-01 00:10:21.000	2020-01-02 03:38:42.000	621	99522	50071.5	5007150	621	99522	50071.5	5007150	-32549	32589	4851.66	485166	-124	127	3.02	302
+622	100	10612	99523	1.86786	298.86786	150.36786	15036.78678	1.86786	298.86786	150.36786	15036.78687	1.86786	298.86786	150.36786	15036.78600	2020-01-01	2020-01-02	2020-01-01 00:10:22	2020-01-02 03:38:43	2020-01-01 00:10:22.000	2020-01-02 03:38:43.000	622	99523	50072.5	5007250	622	99523	50072.5	5007250	-32548	32590	4852.66	485266	-128	127	1.46	146
+623	100	10613	99524	1.87087	298.87087	150.37087	15037.08708	1.87087	298.87088	150.37087	15037.08702	1.87087	298.87087	150.37087	15037.08700	2020-01-01	2020-01-02	2020-01-01 00:10:23	2020-01-02 03:38:44	2020-01-01 00:10:23.000	2020-01-02 03:38:44.000	623	99524	50073.5	5007350	623	99524	50073.5	5007350	-32547	32591	4853.66	485366	-128	123	-0.1	-10
+624	100	10614	99525	1.87387	298.87387	150.37387	15037.38738	1.87387	298.87387	150.37387	15037.38716	1.87387	298.87387	150.37387	15037.38700	2020-01-01	2020-01-02	2020-01-01 00:10:24	2020-01-02 03:38:45	2020-01-01 00:10:24.000	2020-01-02 03:38:45.000	624	99525	50074.5	5007450	624	99525	50074.5	5007450	-32546	32592	4854.66	485466	-127	124	0.9	90
+625	100	10615	99526	1.87687	298.87687	150.37687	15037.68768	1.87687	298.8769	150.37687	15037.68791	1.87687	298.87687	150.37687	15037.68700	2020-01-01	2020-01-02	2020-01-01 00:10:25	2020-01-02 03:38:46	2020-01-01 00:10:25.000	2020-01-02 03:38:46.000	625	99526	50075.5	5007550	625	99526	50075.5	5007550	-32545	32593	4855.66	485566	-126	125	1.9	190
+626	100	10616	99527	1.87987	298.87987	150.37987	15037.98798	1.87987	298.87988	150.37988	15037.9882	1.87987	298.87987	150.37987	15037.98700	2020-01-01	2020-01-02	2020-01-01 00:10:26	2020-01-02 03:38:47	2020-01-01 00:10:26.000	2020-01-02 03:38:47.000	626	99527	50076.5	5007650	626	99527	50076.5	5007650	-32544	32594	4856.66	485666	-125	126	2.9	290
+627	100	10617	99528	1.88288	298.88288	150.38288	15038.28828	1.88288	298.88287	150.38288	15038.28834	1.88288	298.88288	150.38288	15038.28800	2020-01-01	2020-01-02	2020-01-01 00:10:27	2020-01-02 03:38:48	2020-01-01 00:10:27.000	2020-01-02 03:38:48.000	627	99528	50077.5	5007750	627	99528	50077.5	5007750	-32543	32595	4857.66	485766	-124	127	3.9	390
+628	100	10618	99529	1.88588	298.88588	150.38588	15038.58858	1.88588	298.8859	150.38588	15038.58849	1.88588	298.88588	150.38588	15038.58800	2020-01-01	2020-01-02	2020-01-01 00:10:28	2020-01-02 03:38:49	2020-01-01 00:10:28.000	2020-01-02 03:38:49.000	628	99529	50078.5	5007850	628	99529	50078.5	5007850	-32542	32596	4858.66	485866	-128	127	2.34	234
+629	100	10619	99530	1.88888	298.88888	150.38888	15038.88888	1.88888	298.8889	150.38888	15038.88862	1.88888	298.88888	150.38888	15038.88800	2020-01-01	2020-01-02	2020-01-01 00:10:29	2020-01-02 03:38:50	2020-01-01 00:10:29.000	2020-01-02 03:38:50.000	629	99530	50079.5	5007950	629	99530	50079.5	5007950	-32541	32597	4859.66	485966	-128	123	0.78	78
+63	102	10053	99963	0.18918	300.18918	150.18918	15169.1081	0.18918	300.18918	150.18918	15169.10808	0.18918	300.18918	150.18918	15169.10718	2020-01-01	2020-01-02	2020-01-01 00:01:03	2020-01-02 03:46:03	2020-01-01 00:01:03.000	2020-01-02 03:46:03.000	63	99963	50013	5051313	63	99963	50013	5051313	-32506	32429	4592.009900990099	463793	-126	125	-0.7821782178217822	-79
+630	100	10620	99531	1.89189	298.89189	150.39189	15039.18918	1.89189	298.8919	150.39189	15039.18937	1.89189	298.89189	150.39189	15039.18900	2020-01-01	2020-01-02	2020-01-01 00:10:30	2020-01-02 03:38:51	2020-01-01 00:10:30.000	2020-01-02 03:38:51.000	630	99531	50080.5	5008050	630	99531	50080.5	5008050	-32540	32598	4860.66	486066	-127	124	1.78	178
+631	100	10621	99532	1.89489	298.89489	150.39489	15039.48948	1.89489	298.8949	150.39489	15039.48968	1.89489	298.89489	150.39489	15039.48900	2020-01-01	2020-01-02	2020-01-01 00:10:31	2020-01-02 03:38:52	2020-01-01 00:10:31.000	2020-01-02 03:38:52.000	631	99532	50081.5	5008150	631	99532	50081.5	5008150	-32539	32599	4861.66	486166	-126	125	2.78	278
+632	100	10622	99533	1.89789	298.89789	150.39789	15039.78978	1.89789	298.8979	150.39789	15039.78984	1.89789	298.89789	150.39789	15039.78900	2020-01-01	2020-01-02	2020-01-01 00:10:32	2020-01-02 03:38:53	2020-01-01 00:10:32.000	2020-01-02 03:38:53.000	632	99533	50082.5	5008250	632	99533	50082.5	5008250	-32538	32600	4862.66	486266	-125	126	3.78	378
+633	100	10623	99534	1.9009	298.9009	150.4009	15040.09009	1.9009	298.9009	150.40089	15040.08996	1.90090	298.90090	150.40090	15040.09000	2020-01-01	2020-01-02	2020-01-01 00:10:33	2020-01-02 03:38:54	2020-01-01 00:10:33.000	2020-01-02 03:38:54.000	633	99534	50083.5	5008350	633	99534	50083.5	5008350	-32537	32601	4863.66	486366	-124	127	4.78	478
+634	100	10624	99535	1.9039	298.9039	150.4039	15040.39039	1.9039	298.9039	150.4039	15040.39009	1.90390	298.90390	150.40390	15040.39000	2020-01-01	2020-01-02	2020-01-01 00:10:34	2020-01-02 03:38:55	2020-01-01 00:10:34.000	2020-01-02 03:38:55.000	634	99535	50084.5	5008450	634	99535	50084.5	5008450	-32536	32602	4864.66	486466	-128	127	3.22	322
+635	100	10625	99536	1.9069	298.9069	150.4069	15040.69069	1.9069	298.90692	150.4069	15040.69084	1.90690	298.90690	150.40690	15040.69000	2020-01-01	2020-01-02	2020-01-01 00:10:35	2020-01-02 03:38:56	2020-01-01 00:10:35.000	2020-01-02 03:38:56.000	635	99536	50085.5	5008550	635	99536	50085.5	5008550	-32535	32603	4865.66	486566	-128	127	1.66	166
+636	100	10626	99537	1.9099	298.9099	150.4099	15040.99099	1.90991	298.9099	150.40991	15040.99115	1.90990	298.90990	150.40990	15040.99000	2020-01-01	2020-01-02	2020-01-01 00:10:36	2020-01-02 03:38:57	2020-01-01 00:10:36.000	2020-01-02 03:38:57.000	636	99537	50086.5	5008650	636	99537	50086.5	5008650	-32534	32604	4866.66	486666	-128	124	0.1	10
+637	100	10627	99538	1.91291	298.91291	150.41291	15041.29129	1.91291	298.9129	150.41291	15041.29131	1.91291	298.91291	150.41291	15041.29100	2020-01-01	2020-01-02	2020-01-01 00:10:37	2020-01-02 03:38:58	2020-01-01 00:10:37.000	2020-01-02 03:38:58.000	637	99538	50087.5	5008750	637	99538	50087.5	5008750	-32533	32605	4867.66	486766	-127	125	1.1	110
+638	100	10628	99539	1.91591	298.91591	150.41591	15041.59159	1.91591	298.91592	150.41591	15041.59143	1.91591	298.91591	150.41591	15041.59100	2020-01-01	2020-01-02	2020-01-01 00:10:38	2020-01-02 03:38:59	2020-01-01 00:10:38.000	2020-01-02 03:38:59.000	638	99539	50088.5	5008850	638	99539	50088.5	5008850	-32532	32606	4868.66	486866	-126	126	2.1	210
+639	100	10629	99540	1.91891	298.91891	150.41891	15041.89189	1.91891	298.9189	150.41891	15041.89172	1.91891	298.91891	150.41891	15041.89100	2020-01-01	2020-01-02	2020-01-01 00:10:39	2020-01-02 03:39:00	2020-01-01 00:10:39.000	2020-01-02 03:39:00.000	639	99540	50089.5	5008950	639	99540	50089.5	5008950	-32531	32607	4869.66	486966	-125	127	3.1	310
+64	102	10054	99964	0.19219	300.19219	150.19219	15169.41141	0.19219	300.1922	150.19219	15169.41184	0.19219	300.19219	150.19219	15169.41119	2020-01-01	2020-01-02	2020-01-01 00:01:04	2020-01-02 03:46:04	2020-01-01 00:01:04.000	2020-01-02 03:46:04.000	64	99964	50014	5051414	64	99964	50014	5051414	-32505	32430	4593.009900990099	463894	-125	126	0.21782178217821782	22
+640	100	10630	99541	1.92192	298.92192	150.42192	15042.19219	1.92192	298.92194	150.42192	15042.19232	1.92192	298.92192	150.42192	15042.19200	2020-01-01	2020-01-02	2020-01-01 00:10:40	2020-01-02 03:39:01	2020-01-01 00:10:40.000	2020-01-02 03:39:01.000	640	99541	50090.5	5009050	640	99541	50090.5	5009050	-32530	32608	4870.66	487066	-128	127	1.54	154
+641	100	10631	99542	1.92492	298.92492	150.42492	15042.49249	1.92492	298.92493	150.42492	15042.49265	1.92492	298.92492	150.42492	15042.49200	2020-01-01	2020-01-02	2020-01-01 00:10:41	2020-01-02 03:39:02	2020-01-01 00:10:41.000	2020-01-02 03:39:02.000	641	99542	50091.5	5009150	641	99542	50091.5	5009150	-32529	32609	4871.66	487166	-128	127	-0.02	-2
+642	100	10632	99543	1.92792	298.92792	150.42792	15042.79279	1.92792	298.92792	150.42792	15042.79278	1.92792	298.92792	150.42792	15042.79200	2020-01-01	2020-01-02	2020-01-01 00:10:42	2020-01-02 03:39:03	2020-01-01 00:10:42.000	2020-01-02 03:39:03.000	642	99543	50092.5	5009250	642	99543	50092.5	5009250	-32528	32610	4872.66	487266	-128	123	-1.58	-158
+643	100	10633	99544	1.93093	298.93093	150.43093	15043.09309	1.93093	298.93094	150.43092	15043.0929	1.93093	298.93093	150.43093	15043.09300	2020-01-01	2020-01-02	2020-01-01 00:10:43	2020-01-02 03:39:04	2020-01-01 00:10:43.000	2020-01-02 03:39:04.000	643	99544	50093.5	5009350	643	99544	50093.5	5009350	-32527	32611	4873.66	487366	-127	124	-0.58	-58
+644	100	10634	99545	1.93393	298.93393	150.43393	15043.39339	1.93393	298.93393	150.43393	15043.39319	1.93393	298.93393	150.43393	15043.39300	2020-01-01	2020-01-02	2020-01-01 00:10:44	2020-01-02 03:39:05	2020-01-01 00:10:44.000	2020-01-02 03:39:05.000	644	99545	50094.5	5009450	644	99545	50094.5	5009450	-32526	32612	4874.66	487466	-126	125	0.42	42
+645	100	10635	99546	1.93693	298.93693	150.43693	15043.69369	1.93693	298.93695	150.43693	15043.69379	1.93693	298.93693	150.43693	15043.69300	2020-01-01	2020-01-02	2020-01-01 00:10:45	2020-01-02 03:39:06	2020-01-01 00:10:45.000	2020-01-02 03:39:06.000	645	99546	50095.5	5009550	645	99546	50095.5	5009550	-32525	32613	4875.66	487566	-125	126	1.42	142
+646	100	10636	99547	1.93993	298.93993	150.43993	15043.99399	1.93994	298.93994	150.43994	15043.99412	1.93993	298.93993	150.43993	15043.99300	2020-01-01	2020-01-02	2020-01-01 00:10:46	2020-01-02 03:39:07	2020-01-01 00:10:46.000	2020-01-02 03:39:07.000	646	99547	50096.5	5009650	646	99547	50096.5	5009650	-32524	32614	4876.66	487666	-124	127	2.42	242
+647	100	10637	99548	1.94294	298.94294	150.44294	15044.29429	1.94294	298.94293	150.44294	15044.29425	1.94294	298.94294	150.44294	15044.29400	2020-01-01	2020-01-02	2020-01-01 00:10:47	2020-01-02 03:39:08	2020-01-01 00:10:47.000	2020-01-02 03:39:08.000	647	99548	50097.5	5009750	647	99548	50097.5	5009750	-32523	32615	4877.66	487766	-128	127	0.86	86
+648	100	10638	99549	1.94594	298.94594	150.44594	15044.59459	1.94594	298.94595	150.44595	15044.595	1.94594	298.94594	150.44594	15044.59400	2020-01-01	2020-01-02	2020-01-01 00:10:48	2020-01-02 03:39:09	2020-01-01 00:10:48.000	2020-01-02 03:39:09.000	648	99549	50098.5	5009850	648	99549	50098.5	5009850	-32522	32616	4878.66	487866	-128	123	-0.7	-70
+649	100	10639	99550	1.94894	298.94894	150.44894	15044.89489	1.94894	298.94894	150.44894	15044.89467	1.94894	298.94894	150.44894	15044.89400	2020-01-01	2020-01-02	2020-01-01 00:10:49	2020-01-02 03:39:10	2020-01-01 00:10:49.000	2020-01-02 03:39:10.000	649	99550	50099.5	5009950	649	99550	50099.5	5009950	-32521	32617	4879.66	487966	-127	124	0.3	30
+65	102	10055	99965	0.19519	300.19519	150.19519	15169.71471	0.19519	300.1952	150.19519	15169.71448	0.19519	300.19519	150.19519	15169.71419	2020-01-01	2020-01-02	2020-01-01 00:01:05	2020-01-02 03:46:05	2020-01-01 00:01:05.000	2020-01-02 03:46:05.000	65	99965	50015	5051515	65	99965	50015	5051515	-32504	32431	4594.009900990099	463995	-124	127	1.2178217821782178	123
+650	100	10640	99551	1.95195	298.95195	150.45195	15045.19519	1.95195	298.95197	150.45195	15045.19525	1.95195	298.95195	150.45195	15045.19500	2020-01-01	2020-01-02	2020-01-01 00:10:50	2020-01-02 03:39:11	2020-01-01 00:10:50.000	2020-01-02 03:39:11.000	650	99551	50100.5	5010050	650	99551	50100.5	5010050	-32520	32618	4880.66	488066	-126	125	1.3	130
+651	100	10641	99552	1.95495	298.95495	150.45495	15045.49549	1.95495	298.95496	150.45495	15045.49558	1.95495	298.95495	150.45495	15045.49500	2020-01-01	2020-01-02	2020-01-01 00:10:51	2020-01-02 03:39:12	2020-01-01 00:10:51.000	2020-01-02 03:39:12.000	651	99552	50101.5	5010150	651	99552	50101.5	5010150	-32519	32619	4881.66	488166	-125	126	2.3	230
+652	100	10642	99553	1.95795	298.95795	150.45795	15045.79579	1.95795	298.95795	150.45795	15045.79572	1.95795	298.95795	150.45795	15045.79500	2020-01-01	2020-01-02	2020-01-01 00:10:52	2020-01-02 03:39:13	2020-01-01 00:10:52.000	2020-01-02 03:39:13.000	652	99553	50102.5	5010250	652	99553	50102.5	5010250	-32518	32620	4882.66	488266	-124	127	3.3	330
+653	100	10643	99554	1.96096	298.96096	150.46096	15046.09609	1.96096	298.96097	150.46096	15046.09647	1.96096	298.96096	150.46096	15046.09600	2020-01-01	2020-01-02	2020-01-01 00:10:53	2020-01-02 03:39:14	2020-01-01 00:10:53.000	2020-01-02 03:39:14.000	653	99554	50103.5	5010350	653	99554	50103.5	5010350	-32517	32621	4883.66	488366	-128	127	1.74	174
+654	100	10644	99555	1.96396	298.96396	150.46396	15046.39639	1.96396	298.96396	150.46396	15046.39613	1.96396	298.96396	150.46396	15046.39600	2020-01-01	2020-01-02	2020-01-01 00:10:54	2020-01-02 03:39:15	2020-01-01 00:10:54.000	2020-01-02 03:39:15.000	654	99555	50104.5	5010450	654	99555	50104.5	5010450	-32516	32622	4884.66	488466	-128	123	0.18	18
+655	100	10645	99556	1.96696	298.96696	150.46696	15046.69669	1.96696	298.96698	150.46696	15046.69676	1.96696	298.96696	150.46696	15046.69600	2020-01-01	2020-01-02	2020-01-01 00:10:55	2020-01-02 03:39:16	2020-01-01 00:10:55.000	2020-01-02 03:39:16.000	655	99556	50105.5	5010550	655	99556	50105.5	5010550	-32515	32623	4885.66	488566	-127	124	1.18	118
+656	100	10646	99557	1.96996	298.96996	150.46996	15046.99699	1.96997	298.96997	150.46997	15046.99706	1.96996	298.96996	150.46996	15046.99600	2020-01-01	2020-01-02	2020-01-01 00:10:56	2020-01-02 03:39:17	2020-01-01 00:10:56.000	2020-01-02 03:39:17.000	656	99557	50106.5	5010650	656	99557	50106.5	5010650	-32514	32624	4886.66	488666	-126	125	2.18	218
+657	100	10647	99558	1.97297	298.97297	150.47297	15047.29729	1.97297	298.97296	150.47297	15047.29735	1.97297	298.97297	150.47297	15047.29700	2020-01-01	2020-01-02	2020-01-01 00:10:57	2020-01-02 03:39:18	2020-01-01 00:10:57.000	2020-01-02 03:39:18.000	657	99558	50107.5	5010750	657	99558	50107.5	5010750	-32513	32625	4887.66	488766	-125	126	3.18	318
+658	100	10648	99559	1.97597	298.97597	150.47597	15047.59759	1.97597	298.97598	150.47597	15047.59794	1.97597	298.97597	150.47597	15047.59700	2020-01-01	2020-01-02	2020-01-01 00:10:58	2020-01-02 03:39:19	2020-01-01 00:10:58.000	2020-01-02 03:39:19.000	658	99559	50108.5	5010850	658	99559	50108.5	5010850	-32512	32626	4888.66	488866	-124	127	4.18	418
+659	100	10649	99560	1.97897	298.97897	150.47897	15047.89789	1.97897	298.97897	150.47897	15047.8976	1.97897	298.97897	150.47897	15047.89700	2020-01-01	2020-01-02	2020-01-01 00:10:59	2020-01-02 03:39:20	2020-01-01 00:10:59.000	2020-01-02 03:39:20.000	659	99560	50109.5	5010950	659	99560	50109.5	5010950	-32511	32627	4889.66	488966	-128	127	2.62	262
+66	102	10056	99966	0.19819	300.19819	150.19819	15170.01801	0.19819	300.1982	150.19819	15170.01808	0.19819	300.19819	150.19819	15170.01719	2020-01-01	2020-01-02	2020-01-01 00:01:06	2020-01-02 03:46:06	2020-01-01 00:01:06.000	2020-01-02 03:46:06.000	66	99966	50016	5051616	66	99966	50016	5051616	-32503	32432	4595.009900990099	464096	-128	127	-0.31683168316831684	-32
+660	100	10650	99561	1.98198	298.98198	150.48198	15048.19819	1.98198	298.982	150.48198	15048.19822	1.98198	298.98198	150.48198	15048.19800	2020-01-01	2020-01-02	2020-01-01 00:11:00	2020-01-02 03:39:21	2020-01-01 00:11:00.000	2020-01-02 03:39:21.000	660	99561	50110.5	5011050	660	99561	50110.5	5011050	-32510	32628	4890.66	489066	-128	127	1.06	106
+661	100	10651	99562	1.98498	298.98498	150.48498	15048.49849	1.98498	298.985	150.48498	15048.49853	1.98498	298.98498	150.48498	15048.49800	2020-01-01	2020-01-02	2020-01-01 00:11:01	2020-01-02 03:39:22	2020-01-01 00:11:01.000	2020-01-02 03:39:22.000	661	99562	50111.5	5011150	661	99562	50111.5	5011150	-32509	32629	4891.66	489166	-128	124	-0.5	-50
+662	100	10652	99563	1.98798	298.98798	150.48798	15048.79879	1.98798	298.98798	150.48798	15048.79882	1.98798	298.98798	150.48798	15048.79800	2020-01-01	2020-01-02	2020-01-01 00:11:02	2020-01-02 03:39:23	2020-01-01 00:11:02.000	2020-01-02 03:39:23.000	662	99563	50112.5	5011250	662	99563	50112.5	5011250	-32508	32630	4892.66	489266	-127	125	0.5	50
+663	100	10653	99564	1.99099	298.99099	150.49099	15049.09909	1.99099	298.991	150.49099	15049.09942	1.99099	298.99099	150.49099	15049.09900	2020-01-01	2020-01-02	2020-01-01 00:11:03	2020-01-02 03:39:24	2020-01-01 00:11:03.000	2020-01-02 03:39:24.000	663	99564	50113.5	5011350	663	99564	50113.5	5011350	-32507	32631	4893.66	489366	-126	126	1.5	150
+664	100	10654	99565	1.99399	298.99399	150.49399	15049.39939	1.99399	298.994	150.49399	15049.39911	1.99399	298.99399	150.49399	15049.39900	2020-01-01	2020-01-02	2020-01-01 00:11:04	2020-01-02 03:39:25	2020-01-01 00:11:04.000	2020-01-02 03:39:25.000	664	99565	50114.5	5011450	664	99565	50114.5	5011450	-32506	32632	4894.66	489466	-125	127	2.5	250
+665	100	10655	99566	1.99699	298.99699	150.49699	15049.69969	1.99699	298.997	150.49699	15049.6997	1.99699	298.99699	150.49699	15049.69900	2020-01-01	2020-01-02	2020-01-01 00:11:05	2020-01-02 03:39:26	2020-01-01 00:11:05.000	2020-01-02 03:39:26.000	665	99566	50115.5	5011550	665	99566	50115.5	5011550	-32505	32633	4895.66	489566	-128	127	0.94	94
+666	100	10656	99567	2	299	150.5	15050	2	299	150.5	15050	2.00000	299.00000	150.50000	15050.00000	2020-01-01	2020-01-02	2020-01-01 00:11:06	2020-01-02 03:39:27	2020-01-01 00:11:06.000	2020-01-02 03:39:27.000	666	99567	50116.5	5011650	666	99567	50116.5	5011650	-32504	32634	4896.66	489666	-128	127	-0.62	-62
+667	100	10657	99568	2.003	299.003	150.503	15050.3003	2.003	299.003	150.503	15050.30029	2.00300	299.00300	150.50300	15050.30000	2020-01-01	2020-01-02	2020-01-01 00:11:07	2020-01-02 03:39:28	2020-01-01 00:11:07.000	2020-01-02 03:39:28.000	667	99568	50117.5	5011750	667	99568	50117.5	5011750	-32503	32635	4897.66	489766	-128	123	-2.18	-218
+668	100	10658	99569	2.006	299.006	150.506	15050.6006	2.006	299.006	150.506	15050.60089	2.00600	299.00600	150.50600	15050.60000	2020-01-01	2020-01-02	2020-01-01 00:11:08	2020-01-02 03:39:29	2020-01-01 00:11:08.000	2020-01-02 03:39:29.000	668	99569	50118.5	5011850	668	99569	50118.5	5011850	-32502	32636	4898.66	489866	-127	124	-1.18	-118
+669	100	10659	99570	2.009	299.009	150.509	15050.9009	2.009	299.009	150.509	15050.90057	2.00900	299.00900	150.50900	15050.90000	2020-01-01	2020-01-02	2020-01-01 00:11:09	2020-01-02 03:39:30	2020-01-01 00:11:09.000	2020-01-02 03:39:30.000	669	99570	50119.5	5011950	669	99570	50119.5	5011950	-32501	32637	4899.66	489966	-126	125	-0.18	-18
+67	102	10057	99967	0.2012	300.2012	150.2012	15170.32132	0.2012	300.2012	150.2012	15170.32142	0.20120	300.20120	150.20120	15170.32120	2020-01-01	2020-01-02	2020-01-01 00:01:07	2020-01-02 03:46:07	2020-01-01 00:01:07.000	2020-01-02 03:46:07.000	67	99967	50017	5051717	67	99967	50017	5051717	-32502	32433	4596.009900990099	464197	-128	127	-1.8514851485148516	-187
+670	100	10660	99571	2.01201	299.01201	150.51201	15051.2012	2.01201	299.01202	150.51201	15051.20117	2.01201	299.01201	150.51201	15051.20100	2020-01-01	2020-01-02	2020-01-01 00:11:10	2020-01-02 03:39:31	2020-01-01 00:11:10.000	2020-01-02 03:39:31.000	670	99571	50120.5	5012050	670	99571	50120.5	5012050	-32500	32638	4900.66	490066	-125	126	0.82	82
+671	100	10661	99572	2.01501	299.01501	150.51501	15051.5015	2.01501	299.015	150.51501	15051.50146	2.01501	299.01501	150.51501	15051.50100	2020-01-01	2020-01-02	2020-01-01 00:11:11	2020-01-02 03:39:32	2020-01-01 00:11:11.000	2020-01-02 03:39:32.000	671	99572	50121.5	5012150	671	99572	50121.5	5012150	-32499	32639	4901.66	490166	-124	127	1.82	182
+672	100	10662	99573	2.01801	299.01801	150.51801	15051.8018	2.01801	299.018	150.51801	15051.80176	2.01801	299.01801	150.51801	15051.80100	2020-01-01	2020-01-02	2020-01-01 00:11:12	2020-01-02 03:39:33	2020-01-01 00:11:12.000	2020-01-02 03:39:33.000	672	99573	50122.5	5012250	672	99573	50122.5	5012250	-32498	32640	4902.66	490266	-128	127	0.26	26
+673	100	10663	99574	2.02102	299.02102	150.52102	15052.1021	2.02102	299.02103	150.52102	15052.1024	2.02102	299.02102	150.52102	15052.10200	2020-01-01	2020-01-02	2020-01-01 00:11:13	2020-01-02 03:39:34	2020-01-01 00:11:13.000	2020-01-02 03:39:34.000	673	99574	50123.5	5012350	673	99574	50123.5	5012350	-32497	32641	4903.66	490366	-128	123	-1.3	-130
+674	100	10664	99575	2.02402	299.02402	150.52402	15052.4024	2.02402	299.02402	150.52402	15052.40204	2.02402	299.02402	150.52402	15052.40200	2020-01-01	2020-01-02	2020-01-01 00:11:14	2020-01-02 03:39:35	2020-01-01 00:11:14.000	2020-01-02 03:39:35.000	674	99575	50124.5	5012450	674	99575	50124.5	5012450	-32496	32642	4904.66	490466	-127	124	-0.3	-30
+675	100	10665	99576	2.02702	299.02702	150.52702	15052.7027	2.02702	299.02704	150.52702	15052.70264	2.02702	299.02702	150.52702	15052.70200	2020-01-01	2020-01-02	2020-01-01 00:11:15	2020-01-02 03:39:36	2020-01-01 00:11:15.000	2020-01-02 03:39:36.000	675	99576	50125.5	5012550	675	99576	50125.5	5012550	-32495	32643	4905.66	490566	-126	125	0.7	70
+676	100	10666	99577	2.03003	299.03003	150.53003	15053.003	2.03003	299.03003	150.53002	15053.00293	2.03003	299.03003	150.53003	15053.00300	2020-01-01	2020-01-02	2020-01-01 00:11:16	2020-01-02 03:39:37	2020-01-01 00:11:16.000	2020-01-02 03:39:37.000	676	99577	50126.5	5012650	676	99577	50126.5	5012650	-32494	32644	4906.66	490666	-125	126	1.7	170
+677	100	10667	99578	2.03303	299.03303	150.53303	15053.3033	2.03303	299.03302	150.53303	15053.30323	2.03303	299.03303	150.53303	15053.30300	2020-01-01	2020-01-02	2020-01-01 00:11:17	2020-01-02 03:39:38	2020-01-01 00:11:17.000	2020-01-02 03:39:38.000	677	99578	50127.5	5012750	677	99578	50127.5	5012750	-32493	32645	4907.66	490766	-124	127	2.7	270
+678	100	10668	99579	2.03603	299.03603	150.53603	15053.6036	2.03603	299.03604	150.53603	15053.60387	2.03603	299.03603	150.53603	15053.60300	2020-01-01	2020-01-02	2020-01-01 00:11:18	2020-01-02 03:39:39	2020-01-01 00:11:18.000	2020-01-02 03:39:39.000	678	99579	50128.5	5012850	678	99579	50128.5	5012850	-32492	32646	4908.66	490866	-128	127	1.14	114
+679	100	10669	99580	2.03903	299.03903	150.53903	15053.9039	2.03903	299.03903	150.53903	15053.90351	2.03903	299.03903	150.53903	15053.90300	2020-01-01	2020-01-02	2020-01-01 00:11:19	2020-01-02 03:39:40	2020-01-01 00:11:19.000	2020-01-02 03:39:40.000	679	99580	50129.5	5012950	679	99580	50129.5	5012950	-32491	32647	4909.66	490966	-128	123	-0.42	-42
+68	102	10058	99968	0.2042	300.2042	150.2042	15170.62462	0.2042	300.2042	150.2042	15170.62457	0.20420	300.20420	150.20420	15170.62420	2020-01-01	2020-01-02	2020-01-01 00:01:08	2020-01-02 03:46:08	2020-01-01 00:01:08.000	2020-01-02 03:46:08.000	68	99968	50018	5051818	68	99968	50018	5051818	-32501	32434	4597.009900990099	464298	-128	124	-3.386138613861386	-342
+680	100	10670	99581	2.04204	299.04204	150.54204	15054.2042	2.04204	299.04205	150.54204	15054.20426	2.04204	299.04204	150.54204	15054.20400	2020-01-01	2020-01-02	2020-01-01 00:11:20	2020-01-02 03:39:41	2020-01-01 00:11:20.000	2020-01-02 03:39:41.000	680	99581	50130.5	5013050	680	99581	50130.5	5013050	-32490	32648	4910.66	491066	-127	124	0.58	58
+681	100	10671	99582	2.04504	299.04504	150.54504	15054.5045	2.04504	299.04504	150.54504	15054.5044	2.04504	299.04504	150.54504	15054.50400	2020-01-01	2020-01-02	2020-01-01 00:11:21	2020-01-02 03:39:42	2020-01-01 00:11:21.000	2020-01-02 03:39:42.000	681	99582	50131.5	5013150	681	99582	50131.5	5013150	-32489	32649	4911.66	491166	-126	125	1.58	158
+682	100	10672	99583	2.04804	299.04804	150.54804	15054.8048	2.04804	299.04803	150.54804	15054.80474	2.04804	299.04804	150.54804	15054.80400	2020-01-01	2020-01-02	2020-01-01 00:11:22	2020-01-02 03:39:43	2020-01-01 00:11:22.000	2020-01-02 03:39:43.000	682	99583	50132.5	5013250	682	99583	50132.5	5013250	-32488	32650	4912.66	491266	-125	126	2.58	258
+683	100	10673	99584	2.05105	299.05105	150.55105	15055.1051	2.05105	299.05106	150.55105	15055.10533	2.05105	299.05105	150.55105	15055.10500	2020-01-01	2020-01-02	2020-01-01 00:11:23	2020-01-02 03:39:44	2020-01-01 00:11:23.000	2020-01-02 03:39:44.000	683	99584	50133.5	5013350	683	99584	50133.5	5013350	-32487	32651	4913.66	491366	-124	127	3.58	358
+684	100	10674	99585	2.05405	299.05405	150.55405	15055.4054	2.05405	299.05405	150.55404	15055.40498	2.05405	299.05405	150.55405	15055.40500	2020-01-01	2020-01-02	2020-01-01 00:11:24	2020-01-02 03:39:45	2020-01-01 00:11:24.000	2020-01-02 03:39:45.000	684	99585	50134.5	5013450	684	99585	50134.5	5013450	-32486	32652	4914.66	491466	-128	127	2.02	202
+685	100	10675	99586	2.05705	299.05705	150.55705	15055.7057	2.05705	299.05707	150.55705	15055.70573	2.05705	299.05705	150.55705	15055.70500	2020-01-01	2020-01-02	2020-01-01 00:11:25	2020-01-02 03:39:46	2020-01-01 00:11:25.000	2020-01-02 03:39:46.000	685	99586	50135.5	5013550	685	99586	50135.5	5013550	-32485	32653	4915.66	491566	-128	127	0.46	46
+686	100	10676	99587	2.06006	299.06006	150.56006	15056.006	2.06006	299.06006	150.56005	15056.00587	2.06006	299.06006	150.56006	15056.00600	2020-01-01	2020-01-02	2020-01-01 00:11:26	2020-01-02 03:39:47	2020-01-01 00:11:26.000	2020-01-02 03:39:47.000	686	99587	50136.5	5013650	686	99587	50136.5	5013650	-32484	32654	4916.66	491666	-128	124	-1.1	-110
+687	100	10677	99588	2.06306	299.06306	150.56306	15056.3063	2.06306	299.06305	150.56306	15056.30621	2.06306	299.06306	150.56306	15056.30600	2020-01-01	2020-01-02	2020-01-01 00:11:27	2020-01-02 03:39:48	2020-01-01 00:11:27.000	2020-01-02 03:39:48.000	687	99588	50137.5	5013750	687	99588	50137.5	5013750	-32483	32655	4917.66	491766	-127	125	-0.1	-10
+688	100	10678	99589	2.06606	299.06606	150.56606	15056.6066	2.06606	299.06607	150.56606	15056.60681	2.06606	299.06606	150.56606	15056.60600	2020-01-01	2020-01-02	2020-01-01 00:11:28	2020-01-02 03:39:49	2020-01-01 00:11:28.000	2020-01-02 03:39:49.000	688	99589	50138.5	5013850	688	99589	50138.5	5013850	-32482	32656	4918.66	491866	-126	126	0.9	90
+689	100	10679	99590	2.06906	299.06906	150.56906	15056.9069	2.06906	299.06906	150.56907	15056.9071	2.06906	299.06906	150.56906	15056.90600	2020-01-01	2020-01-02	2020-01-01 00:11:29	2020-01-02 03:39:50	2020-01-01 00:11:29.000	2020-01-02 03:39:50.000	689	99590	50139.5	5013950	689	99590	50139.5	5013950	-32481	32657	4919.66	491966	-125	127	1.9	190
+69	102	10059	99969	0.2072	300.2072	150.2072	15170.92792	0.2072	300.2072	150.20721	15170.92832	0.20720	300.20720	150.20720	15170.92720	2020-01-01	2020-01-02	2020-01-01 00:01:09	2020-01-02 03:46:09	2020-01-01 00:01:09.000	2020-01-02 03:46:09.000	69	99969	50019	5051919	69	99969	50019	5051919	-32500	32435	4598.009900990099	464399	-127	125	-2.386138613861386	-241
+690	100	10680	99591	2.07207	299.07207	150.57207	15057.2072	2.07207	299.07208	150.57207	15057.2072	2.07207	299.07207	150.57207	15057.20700	2020-01-01	2020-01-02	2020-01-01 00:11:30	2020-01-02 03:39:51	2020-01-01 00:11:30.000	2020-01-02 03:39:51.000	690	99591	50140.5	5014050	690	99591	50140.5	5014050	-32480	32658	4920.66	492066	-128	127	0.34	34
+691	100	10681	99592	2.07507	299.07507	150.57507	15057.5075	2.07507	299.07507	150.57507	15057.50734	2.07507	299.07507	150.57507	15057.50700	2020-01-01	2020-01-02	2020-01-01 00:11:31	2020-01-02 03:39:52	2020-01-01 00:11:31.000	2020-01-02 03:39:52.000	691	99592	50141.5	5014150	691	99592	50141.5	5014150	-32479	32659	4921.66	492166	-128	127	-1.22	-122
+692	100	10682	99593	2.07807	299.07807	150.57807	15057.8078	2.07807	299.07806	150.57807	15057.80767	2.07807	299.07807	150.57807	15057.80700	2020-01-01	2020-01-02	2020-01-01 00:11:32	2020-01-02 03:39:53	2020-01-01 00:11:32.000	2020-01-02 03:39:53.000	692	99593	50142.5	5014250	692	99593	50142.5	5014250	-32478	32660	4922.66	492266	-128	123	-2.78	-278
+693	100	10683	99594	2.08108	299.08108	150.58108	15058.1081	2.08108	299.0811	150.58108	15058.10827	2.08108	299.08108	150.58108	15058.10800	2020-01-01	2020-01-02	2020-01-01 00:11:33	2020-01-02 03:39:54	2020-01-01 00:11:33.000	2020-01-02 03:39:54.000	693	99594	50143.5	5014350	693	99594	50143.5	5014350	-32477	32661	4923.66	492366	-127	124	-1.78	-178
+694	100	10684	99595	2.08408	299.08408	150.58408	15058.4084	2.08408	299.08408	150.58408	15058.40857	2.08408	299.08408	150.58408	15058.40800	2020-01-01	2020-01-02	2020-01-01 00:11:34	2020-01-02 03:39:55	2020-01-01 00:11:34.000	2020-01-02 03:39:55.000	694	99595	50144.5	5014450	694	99595	50144.5	5014450	-32476	32662	4924.66	492466	-126	125	-0.78	-78
+695	100	10685	99596	2.08708	299.08708	150.58708	15058.7087	2.08708	299.0871	150.58708	15058.70867	2.08708	299.08708	150.58708	15058.70800	2020-01-01	2020-01-02	2020-01-01 00:11:35	2020-01-02 03:39:56	2020-01-01 00:11:35.000	2020-01-02 03:39:56.000	695	99596	50145.5	5014550	695	99596	50145.5	5014550	-32475	32663	4925.66	492566	-125	126	0.22	22
+696	100	10686	99597	2.09009	299.09009	150.59009	15059.009	2.09009	299.0901	150.59008	15059.00885	2.09009	299.09009	150.59009	15059.00900	2020-01-01	2020-01-02	2020-01-01 00:11:36	2020-01-02 03:39:57	2020-01-01 00:11:36.000	2020-01-02 03:39:57.000	696	99597	50146.5	5014650	696	99597	50146.5	5014650	-32474	32664	4926.66	492666	-124	127	1.22	122
+697	100	10687	99598	2.09309	299.09309	150.59309	15059.3093	2.09309	299.09308	150.59309	15059.30915	2.09309	299.09309	150.59309	15059.30900	2020-01-01	2020-01-02	2020-01-01 00:11:37	2020-01-02 03:39:58	2020-01-01 00:11:37.000	2020-01-02 03:39:58.000	697	99598	50147.5	5014750	697	99598	50147.5	5014750	-32473	32665	4927.66	492766	-128	127	-0.34	-34
+698	100	10688	99599	2.09609	299.09609	150.59609	15059.6096	2.09609	299.0961	150.59609	15059.6099	2.09609	299.09609	150.59609	15059.60900	2020-01-01	2020-01-02	2020-01-01 00:11:38	2020-01-02 03:39:59	2020-01-01 00:11:38.000	2020-01-02 03:39:59.000	698	99599	50148.5	5014850	698	99599	50148.5	5014850	-32472	32666	4928.66	492866	-128	123	-1.9	-190
+699	100	10689	99600	2.09909	299.09909	150.59909	15059.9099	2.09909	299.0991	150.5991	15059.91003	2.09909	299.09909	150.59909	15059.90900	2020-01-01	2020-01-02	2020-01-01 00:11:39	2020-01-02 03:40:00	2020-01-01 00:11:39.000	2020-01-02 03:40:00.000	699	99600	50149.5	5014950	699	99600	50149.5	5014950	-32471	32667	4929.66	492966	-127	124	-0.9	-90
+7	102	1006	9997	0.02102	300.02102	150.02102	15152.12312	0.02102	300.02103	150.02102	15152.12342	0.02102	300.02102	150.02102	15152.12302	2020-01-01	2020-01-02	2020-01-01 00:00:07	2020-01-02 03:45:07	2020-01-01 00:00:07.000	2020-01-02 03:45:07.000	7	99907	49957	5045657	7	99907	49957	5045657	-32562	32373	4536.009900990099	458137	-126	125	-1.0198019801980198	-103
+70	102	10060	99970	0.21021	300.21021	150.21021	15171.23123	0.21021	300.2102	150.2102	15171.23097	0.21021	300.21021	150.21021	15171.23121	2020-01-01	2020-01-02	2020-01-01 00:01:10	2020-01-02 03:46:10	2020-01-01 00:01:10.000	2020-01-02 03:46:10.000	70	99970	50020	5052020	70	99970	50020	5052020	-32499	32436	4599.009900990099	464500	-126	126	-1.386138613861386	-140
+700	100	10690	99601	2.1021	299.1021	150.6021	15060.21021	2.1021	299.1021	150.6021	15060.21014	2.10210	299.10210	150.60210	15060.21000	2020-01-01	2020-01-02	2020-01-01 00:11:40	2020-01-02 03:40:01	2020-01-01 00:11:40.000	2020-01-02 03:40:01.000	700	99601	50150.5	5015050	700	99601	50150.5	5015050	-32470	32668	4930.66	493066	-126	125	0.1	10
+701	100	10691	99602	2.1051	299.1051	150.6051	15060.51051	2.1051	299.1051	150.6051	15060.51031	2.10510	299.10510	150.60510	15060.51000	2020-01-01	2020-01-02	2020-01-01 00:11:41	2020-01-02 03:40:02	2020-01-01 00:11:41.000	2020-01-02 03:40:02.000	701	99602	50151.5	5015150	701	99602	50151.5	5015150	-32469	32669	4931.66	493166	-125	126	1.1	110
+702	100	10692	99603	2.1081	299.1081	150.6081	15060.81081	2.1081	299.1081	150.6081	15060.81062	2.10810	299.10810	150.60810	15060.81000	2020-01-01	2020-01-02	2020-01-01 00:11:42	2020-01-02 03:40:03	2020-01-01 00:11:42.000	2020-01-02 03:40:03.000	702	99603	50152.5	5015250	702	99603	50152.5	5015250	-32468	32670	4932.66	493266	-124	127	2.1	210
+703	100	10693	99604	2.11111	299.11111	150.61111	15061.11111	2.11111	299.1111	150.61111	15061.11137	2.11111	299.11111	150.61111	15061.11100	2020-01-01	2020-01-02	2020-01-01 00:11:43	2020-01-02 03:40:04	2020-01-01 00:11:43.000	2020-01-02 03:40:04.000	703	99604	50153.5	5015350	703	99604	50153.5	5015350	-32467	32671	4933.66	493366	-128	127	0.54	54
+704	100	10694	99605	2.11411	299.11411	150.61411	15061.41141	2.11411	299.1141	150.61411	15061.41151	2.11411	299.11411	150.61411	15061.41100	2020-01-01	2020-01-02	2020-01-01 00:11:44	2020-01-02 03:40:05	2020-01-01 00:11:44.000	2020-01-02 03:40:05.000	704	99605	50154.5	5015450	704	99605	50154.5	5015450	-32466	32672	4934.66	493466	-128	123	-1.02	-102
+705	100	10695	99606	2.11711	299.11711	150.61711	15061.71171	2.11711	299.11713	150.61711	15061.71165	2.11711	299.11711	150.61711	15061.71100	2020-01-01	2020-01-02	2020-01-01 00:11:45	2020-01-02 03:40:06	2020-01-01 00:11:45.000	2020-01-02 03:40:06.000	705	99606	50155.5	5015550	705	99606	50155.5	5015550	-32465	32673	4935.66	493566	-127	124	-0.02	-2
+706	100	10696	99607	2.12012	299.12012	150.62012	15062.01201	2.12012	299.12012	150.62011	15062.01179	2.12012	299.12012	150.62012	15062.01200	2020-01-01	2020-01-02	2020-01-01 00:11:46	2020-01-02 03:40:07	2020-01-01 00:11:46.000	2020-01-02 03:40:07.000	706	99607	50156.5	5015650	706	99607	50156.5	5015650	-32464	32674	4936.66	493666	-126	125	0.98	98
+707	100	10697	99608	2.12312	299.12312	150.62312	15062.31231	2.12312	299.1231	150.62312	15062.31208	2.12312	299.12312	150.62312	15062.31200	2020-01-01	2020-01-02	2020-01-01 00:11:47	2020-01-02 03:40:08	2020-01-01 00:11:47.000	2020-01-02 03:40:08.000	707	99608	50157.5	5015750	707	99608	50157.5	5015750	-32463	32675	4937.66	493766	-125	126	1.98	198
+708	100	10698	99609	2.12612	299.12612	150.62612	15062.61261	2.12612	299.12613	150.62612	15062.61283	2.12612	299.12612	150.62612	15062.61200	2020-01-01	2020-01-02	2020-01-01 00:11:48	2020-01-02 03:40:09	2020-01-01 00:11:48.000	2020-01-02 03:40:09.000	708	99609	50158.5	5015850	708	99609	50158.5	5015850	-32462	32676	4938.66	493866	-124	127	2.98	298
+709	100	10699	99610	2.12912	299.12912	150.62912	15062.91291	2.12912	299.12912	150.62912	15062.91298	2.12912	299.12912	150.62912	15062.91200	2020-01-01	2020-01-02	2020-01-01 00:11:49	2020-01-02 03:40:10	2020-01-01 00:11:49.000	2020-01-02 03:40:10.000	709	99610	50159.5	5015950	709	99610	50159.5	5015950	-32461	32677	4939.66	493966	-128	127	1.42	142
+71	102	10061	99971	0.21321	300.21321	150.21321	15171.53453	0.21321	300.21323	150.21321	15171.5346	0.21321	300.21321	150.21321	15171.53421	2020-01-01	2020-01-02	2020-01-01 00:01:11	2020-01-02 03:46:11	2020-01-01 00:01:11.000	2020-01-02 03:46:11.000	71	99971	50021	5052121	71	99971	50021	5052121	-32498	32437	4600.009900990099	464601	-125	127	-0.38613861386138615	-39
+710	100	10700	99611	2.13213	299.13213	150.63213	15063.21321	2.13213	299.13214	150.63213	15063.21311	2.13213	299.13213	150.63213	15063.21300	2020-01-01	2020-01-02	2020-01-01 00:11:50	2020-01-02 03:40:11	2020-01-01 00:11:50.000	2020-01-02 03:40:11.000	710	99611	50160.5	5016050	710	99611	50160.5	5016050	-32460	32678	4940.66	494066	-128	127	-0.14	-14
+711	100	10701	99612	2.13513	299.13513	150.63513	15063.51351	2.13513	299.13513	150.63513	15063.51325	2.13513	299.13513	150.63513	15063.51300	2020-01-01	2020-01-02	2020-01-01 00:11:51	2020-01-02 03:40:12	2020-01-01 00:11:51.000	2020-01-02 03:40:12.000	711	99612	50161.5	5016150	711	99612	50161.5	5016150	-32459	32679	4941.66	494166	-128	124	-1.7	-170
+712	100	10702	99613	2.13813	299.13813	150.63813	15063.81381	2.13813	299.13815	150.63814	15063.81401	2.13813	299.13813	150.63813	15063.81300	2020-01-01	2020-01-02	2020-01-01 00:11:52	2020-01-02 03:40:13	2020-01-01 00:11:52.000	2020-01-02 03:40:13.000	712	99613	50162.5	5016250	712	99613	50162.5	5016250	-32458	32680	4942.66	494266	-127	125	-0.7	-70
+713	100	10703	99614	2.14114	299.14114	150.64114	15064.11411	2.14114	299.14114	150.64114	15064.11431	2.14114	299.14114	150.64114	15064.11400	2020-01-01	2020-01-02	2020-01-01 00:11:53	2020-01-02 03:40:14	2020-01-01 00:11:53.000	2020-01-02 03:40:14.000	713	99614	50163.5	5016350	713	99614	50163.5	5016350	-32457	32681	4943.66	494366	-126	126	0.3	30
+714	100	10704	99615	2.14414	299.14414	150.64414	15064.41441	2.14414	299.14413	150.64414	15064.41448	2.14414	299.14414	150.64414	15064.41400	2020-01-01	2020-01-02	2020-01-01 00:11:54	2020-01-02 03:40:15	2020-01-01 00:11:54.000	2020-01-02 03:40:15.000	714	99615	50164.5	5016450	714	99615	50164.5	5016450	-32456	32682	4944.66	494466	-125	127	1.3	130
+715	100	10705	99616	2.14714	299.14714	150.64714	15064.71471	2.14714	299.14716	150.64714	15064.71458	2.14714	299.14714	150.64714	15064.71400	2020-01-01	2020-01-02	2020-01-01 00:11:55	2020-01-02 03:40:16	2020-01-01 00:11:55.000	2020-01-02 03:40:16.000	715	99616	50165.5	5016550	715	99616	50165.5	5016550	-32455	32683	4945.66	494566	-128	127	-0.26	-26
+716	100	10706	99617	2.15015	299.15015	150.65015	15065.01501	2.15015	299.15015	150.65014	15065.01472	2.15015	299.15015	150.65015	15065.01500	2020-01-01	2020-01-02	2020-01-01 00:11:56	2020-01-02 03:40:17	2020-01-01 00:11:56.000	2020-01-02 03:40:17.000	716	99617	50166.5	5016650	716	99617	50166.5	5016650	-32454	32684	4946.66	494666	-128	127	-1.82	-182
+717	100	10707	99618	2.15315	299.15315	150.65315	15065.31531	2.15315	299.15317	150.65315	15065.31547	2.15315	299.15315	150.65315	15065.31500	2020-01-01	2020-01-02	2020-01-01 00:11:57	2020-01-02 03:40:18	2020-01-01 00:11:57.000	2020-01-02 03:40:18.000	717	99618	50167.5	5016750	717	99618	50167.5	5016750	-32453	32685	4947.66	494766	-128	123	-3.38	-338
+718	100	10708	99619	2.15615	299.15615	150.65615	15065.61561	2.15615	299.15616	150.65615	15065.61578	2.15615	299.15615	150.65615	15065.61500	2020-01-01	2020-01-02	2020-01-01 00:11:58	2020-01-02 03:40:19	2020-01-01 00:11:58.000	2020-01-02 03:40:19.000	718	99619	50168.5	5016850	718	99619	50168.5	5016850	-32452	32686	4948.66	494866	-127	124	-2.38	-238
+719	100	10709	99620	2.15915	299.15915	150.65915	15065.91591	2.15915	299.15915	150.65915	15065.91595	2.15915	299.15915	150.65915	15065.91500	2020-01-01	2020-01-02	2020-01-01 00:11:59	2020-01-02 03:40:20	2020-01-01 00:11:59.000	2020-01-02 03:40:20.000	719	99620	50169.5	5016950	719	99620	50169.5	5016950	-32451	32687	4949.66	494966	-126	125	-1.38	-138
+72	102	10062	99972	0.21621	300.21621	150.21621	15171.83783	0.21621	300.21622	150.21621	15171.83791	0.21621	300.21621	150.21621	15171.83721	2020-01-01	2020-01-02	2020-01-01 00:01:12	2020-01-02 03:46:12	2020-01-01 00:01:12.000	2020-01-02 03:46:12.000	72	99972	50022	5052222	72	99972	50022	5052222	-32497	32438	4601.009900990099	464702	-128	127	-1.9207920792079207	-194
+720	100	10710	99621	2.16216	299.16216	150.66216	15066.21621	2.16216	299.16217	150.66216	15066.21606	2.16216	299.16216	150.66216	15066.21600	2020-01-01	2020-01-02	2020-01-01 00:12:00	2020-01-02 03:40:21	2020-01-01 00:12:00.000	2020-01-02 03:40:21.000	720	99621	50170.5	5017050	720	99621	50170.5	5017050	-32450	32688	4950.66	495066	-125	126	-0.38	-38
+721	100	10711	99622	2.16516	299.16516	150.66516	15066.51651	2.16516	299.16516	150.66516	15066.51635	2.16516	299.16516	150.66516	15066.51600	2020-01-01	2020-01-02	2020-01-01 00:12:01	2020-01-02 03:40:22	2020-01-01 00:12:01.000	2020-01-02 03:40:22.000	721	99622	50171.5	5017150	721	99622	50171.5	5017150	-32449	32689	4951.66	495166	-124	127	0.62	62
+722	100	10712	99623	2.16816	299.16816	150.66816	15066.81681	2.16816	299.16818	150.66816	15066.81695	2.16816	299.16816	150.66816	15066.81600	2020-01-01	2020-01-02	2020-01-01 00:12:02	2020-01-02 03:40:23	2020-01-01 00:12:02.000	2020-01-02 03:40:23.000	722	99623	50172.5	5017250	722	99623	50172.5	5017250	-32448	32690	4952.66	495266	-128	127	-0.94	-94
+723	100	10713	99624	2.17117	299.17117	150.67117	15067.11711	2.17117	299.17117	150.67117	15067.11724	2.17117	299.17117	150.67117	15067.11700	2020-01-01	2020-01-02	2020-01-01 00:12:03	2020-01-02 03:40:24	2020-01-01 00:12:03.000	2020-01-02 03:40:24.000	723	99624	50173.5	5017350	723	99624	50173.5	5017350	-32447	32691	4953.66	495366	-128	123	-2.5	-250
+724	100	10714	99625	2.17417	299.17417	150.67417	15067.41741	2.17417	299.17416	150.67417	15067.41742	2.17417	299.17417	150.67417	15067.41700	2020-01-01	2020-01-02	2020-01-01 00:12:04	2020-01-02 03:40:25	2020-01-01 00:12:04.000	2020-01-02 03:40:25.000	724	99625	50174.5	5017450	724	99625	50174.5	5017450	-32446	32692	4954.66	495466	-127	124	-1.5	-150
+725	100	10715	99626	2.17717	299.17717	150.67717	15067.71771	2.17717	299.1772	150.67717	15067.71752	2.17717	299.17717	150.67717	15067.71700	2020-01-01	2020-01-02	2020-01-01 00:12:05	2020-01-02 03:40:26	2020-01-01 00:12:05.000	2020-01-02 03:40:26.000	725	99626	50175.5	5017550	725	99626	50175.5	5017550	-32445	32693	4955.66	495566	-126	125	-0.5	-50
+726	100	10716	99627	2.18018	299.18018	150.68018	15068.01801	2.18018	299.18018	150.68017	15068.01782	2.18018	299.18018	150.68018	15068.01800	2020-01-01	2020-01-02	2020-01-01 00:12:06	2020-01-02 03:40:27	2020-01-01 00:12:06.000	2020-01-02 03:40:27.000	726	99627	50176.5	5017650	726	99627	50176.5	5017650	-32444	32694	4956.66	495666	-125	126	0.5	50
+727	100	10717	99628	2.18318	299.18318	150.68318	15068.31831	2.18318	299.1832	150.68318	15068.31842	2.18318	299.18318	150.68318	15068.31800	2020-01-01	2020-01-02	2020-01-01 00:12:07	2020-01-02 03:40:28	2020-01-01 00:12:07.000	2020-01-02 03:40:28.000	727	99628	50177.5	5017750	727	99628	50177.5	5017750	-32443	32695	4957.66	495766	-124	127	1.5	150
+728	100	10718	99629	2.18618	299.18618	150.68618	15068.61861	2.18618	299.1862	150.68618	15068.61875	2.18618	299.18618	150.68618	15068.61800	2020-01-01	2020-01-02	2020-01-01 00:12:08	2020-01-02 03:40:29	2020-01-01 00:12:08.000	2020-01-02 03:40:29.000	728	99629	50178.5	5017850	728	99629	50178.5	5017850	-32442	32696	4958.66	495866	-128	127	-0.06	-6
+729	100	10719	99630	2.18918	299.18918	150.68918	15068.91891	2.18918	299.18918	150.68918	15068.91889	2.18918	299.18918	150.68918	15068.91800	2020-01-01	2020-01-02	2020-01-01 00:12:09	2020-01-02 03:40:30	2020-01-01 00:12:09.000	2020-01-02 03:40:30.000	729	99630	50179.5	5017950	729	99630	50179.5	5017950	-32441	32697	4959.66	495966	-128	123	-1.62	-162
+73	102	10063	99973	0.21921	300.21921	150.21921	15172.14114	0.21921	300.2192	150.21921	15172.14121	0.21921	300.21921	150.21921	15172.14021	2020-01-01	2020-01-02	2020-01-01 00:01:13	2020-01-02 03:46:13	2020-01-01 00:01:13.000	2020-01-02 03:46:13.000	73	99973	50023	5052323	73	99973	50023	5052323	-32496	32439	4602.009900990099	464803	-128	127	-3.4554455445544554	-349
+730	100	10720	99631	2.19219	299.19219	150.69219	15069.21921	2.19219	299.1922	150.69219	15069.21965	2.19219	299.19219	150.69219	15069.21900	2020-01-01	2020-01-02	2020-01-01 00:12:10	2020-01-02 03:40:31	2020-01-01 00:12:10.000	2020-01-02 03:40:31.000	730	99631	50180.5	5018050	730	99631	50180.5	5018050	-32440	32698	4960.66	496066	-127	124	-0.62	-62
+731	100	10721	99632	2.19519	299.19519	150.69519	15069.51951	2.19519	299.1952	150.69519	15069.51928	2.19519	299.19519	150.69519	15069.51900	2020-01-01	2020-01-02	2020-01-01 00:12:11	2020-01-02 03:40:32	2020-01-01 00:12:11.000	2020-01-02 03:40:32.000	731	99632	50181.5	5018150	731	99632	50181.5	5018150	-32439	32699	4961.66	496166	-126	125	0.38	38
+732	100	10722	99633	2.19819	299.19819	150.69819	15069.81981	2.19819	299.1982	150.69819	15069.81988	2.19819	299.19819	150.69819	15069.81900	2020-01-01	2020-01-02	2020-01-01 00:12:12	2020-01-02 03:40:33	2020-01-01 00:12:12.000	2020-01-02 03:40:33.000	732	99633	50182.5	5018250	732	99633	50182.5	5018250	-32438	32700	4962.66	496266	-125	126	1.38	138
+733	100	10723	99634	2.2012	299.2012	150.7012	15070.12012	2.2012	299.2012	150.7012	15070.12022	2.20120	299.20120	150.70120	15070.12000	2020-01-01	2020-01-02	2020-01-01 00:12:13	2020-01-02 03:40:34	2020-01-01 00:12:13.000	2020-01-02 03:40:34.000	733	99634	50183.5	5018350	733	99634	50183.5	5018350	-32437	32701	4963.66	496366	-124	127	2.38	238
+734	100	10724	99635	2.2042	299.2042	150.7042	15070.42042	2.2042	299.2042	150.7042	15070.42036	2.20420	299.20420	150.70420	15070.42000	2020-01-01	2020-01-02	2020-01-01 00:12:14	2020-01-02 03:40:35	2020-01-01 00:12:14.000	2020-01-02 03:40:35.000	734	99635	50184.5	5018450	734	99635	50184.5	5018450	-32436	32702	4964.66	496466	-128	127	0.82	82
+735	100	10725	99636	2.2072	299.2072	150.7072	15070.72072	2.2072	299.2072	150.70721	15070.72111	2.20720	299.20720	150.70720	15070.72000	2020-01-01	2020-01-02	2020-01-01 00:12:15	2020-01-02 03:40:36	2020-01-01 00:12:15.000	2020-01-02 03:40:36.000	735	99636	50185.5	5018550	735	99636	50185.5	5018550	-32435	32703	4965.66	496566	-128	127	-0.74	-74
+736	100	10726	99637	2.21021	299.21021	150.71021	15071.02102	2.21021	299.2102	150.7102	15071.02076	2.21021	299.21021	150.71021	15071.02100	2020-01-01	2020-01-02	2020-01-01 00:12:16	2020-01-02 03:40:37	2020-01-01 00:12:16.000	2020-01-02 03:40:37.000	736	99637	50186.5	5018650	736	99637	50186.5	5018650	-32434	32704	4966.66	496666	-128	124	-2.3	-230
+737	100	10727	99638	2.21321	299.21321	150.71321	15071.32132	2.21321	299.21323	150.71321	15071.32139	2.21321	299.21321	150.71321	15071.32100	2020-01-01	2020-01-02	2020-01-01 00:12:17	2020-01-02 03:40:38	2020-01-01 00:12:17.000	2020-01-02 03:40:38.000	737	99638	50187.5	5018750	737	99638	50187.5	5018750	-32433	32705	4967.66	496766	-127	125	-1.3	-130
+738	100	10728	99639	2.21621	299.21621	150.71621	15071.62162	2.21621	299.21622	150.71621	15071.62169	2.21621	299.21621	150.71621	15071.62100	2020-01-01	2020-01-02	2020-01-01 00:12:18	2020-01-02 03:40:39	2020-01-01 00:12:18.000	2020-01-02 03:40:39.000	738	99639	50188.5	5018850	738	99639	50188.5	5018850	-32432	32706	4968.66	496866	-126	126	-0.3	-30
+739	100	10729	99640	2.21921	299.21921	150.71921	15071.92192	2.21921	299.2192	150.71921	15071.92199	2.21921	299.21921	150.71921	15071.92100	2020-01-01	2020-01-02	2020-01-01 00:12:19	2020-01-02 03:40:40	2020-01-01 00:12:19.000	2020-01-02 03:40:40.000	739	99640	50189.5	5018950	739	99640	50189.5	5018950	-32431	32707	4969.66	496966	-125	127	0.7	70
+74	102	10064	99974	0.22222	300.22222	150.22222	15172.44444	0.22222	300.22223	150.22222	15172.4448	0.22222	300.22222	150.22222	15172.44422	2020-01-01	2020-01-02	2020-01-01 00:01:14	2020-01-02 03:46:14	2020-01-01 00:01:14.000	2020-01-02 03:46:14.000	74	99974	50024	5052424	74	99974	50024	5052424	-32495	32440	4603.009900990099	464904	-128	123	-4.99009900990099	-504
+740	100	10730	99641	2.22222	299.22222	150.72222	15072.22222	2.22222	299.22223	150.72222	15072.22258	2.22222	299.22222	150.72222	15072.22200	2020-01-01	2020-01-02	2020-01-01 00:12:20	2020-01-02 03:40:41	2020-01-01 00:12:20.000	2020-01-02 03:40:41.000	740	99641	50190.5	5019050	740	99641	50190.5	5019050	-32430	32708	4970.66	497066	-128	127	-0.86	-86
+741	100	10731	99642	2.22522	299.22522	150.72522	15072.52252	2.22522	299.22522	150.72522	15072.52223	2.22522	299.22522	150.72522	15072.52200	2020-01-01	2020-01-02	2020-01-01 00:12:21	2020-01-02 03:40:42	2020-01-01 00:12:21.000	2020-01-02 03:40:42.000	741	99642	50191.5	5019150	741	99642	50191.5	5019150	-32429	32709	4971.66	497166	-128	127	-2.42	-242
+742	100	10732	99643	2.22822	299.22822	150.72822	15072.82282	2.22822	299.22824	150.72822	15072.82286	2.22822	299.22822	150.72822	15072.82200	2020-01-01	2020-01-02	2020-01-01 00:12:22	2020-01-02 03:40:43	2020-01-01 00:12:22.000	2020-01-02 03:40:43.000	742	99643	50192.5	5019250	742	99643	50192.5	5019250	-32428	32710	4972.66	497266	-128	123	-3.98	-398
+743	100	10733	99644	2.23123	299.23123	150.73123	15073.12312	2.23123	299.23123	150.73123	15073.12316	2.23123	299.23123	150.73123	15073.12300	2020-01-01	2020-01-02	2020-01-01 00:12:23	2020-01-02 03:40:44	2020-01-01 00:12:23.000	2020-01-02 03:40:44.000	743	99644	50193.5	5019350	743	99644	50193.5	5019350	-32427	32711	4973.66	497366	-127	124	-2.98	-298
+744	100	10734	99645	2.23423	299.23423	150.73423	15073.42342	2.23423	299.23422	150.73423	15073.42345	2.23423	299.23423	150.73423	15073.42300	2020-01-01	2020-01-02	2020-01-01 00:12:24	2020-01-02 03:40:45	2020-01-01 00:12:24.000	2020-01-02 03:40:45.000	744	99645	50194.5	5019450	744	99645	50194.5	5019450	-32426	32712	4974.66	497466	-126	125	-1.98	-198
+745	100	10735	99646	2.23723	299.23723	150.73723	15073.72372	2.23723	299.23724	150.73724	15073.72405	2.23723	299.23723	150.73723	15073.72300	2020-01-01	2020-01-02	2020-01-01 00:12:25	2020-01-02 03:40:46	2020-01-01 00:12:25.000	2020-01-02 03:40:46.000	745	99646	50195.5	5019550	745	99646	50195.5	5019550	-32425	32713	4975.66	497566	-125	126	-0.98	-98
+746	100	10736	99647	2.24024	299.24024	150.74024	15074.02402	2.24024	299.24023	150.74023	15074.02373	2.24024	299.24024	150.74024	15074.02400	2020-01-01	2020-01-02	2020-01-01 00:12:26	2020-01-02 03:40:47	2020-01-01 00:12:26.000	2020-01-02 03:40:47.000	746	99647	50196.5	5019650	746	99647	50196.5	5019650	-32424	32714	4976.66	497666	-124	127	0.02	2
+747	100	10737	99648	2.24324	299.24324	150.74324	15074.32432	2.24324	299.24326	150.74324	15074.32433	2.24324	299.24324	150.74324	15074.32400	2020-01-01	2020-01-02	2020-01-01 00:12:27	2020-01-02 03:40:48	2020-01-01 00:12:27.000	2020-01-02 03:40:48.000	747	99648	50197.5	5019750	747	99648	50197.5	5019750	-32423	32715	4977.66	497766	-128	127	-1.54	-154
+748	100	10738	99649	2.24624	299.24624	150.74624	15074.62462	2.24624	299.24625	150.74624	15074.62463	2.24624	299.24624	150.74624	15074.62400	2020-01-01	2020-01-02	2020-01-01 00:12:28	2020-01-02 03:40:49	2020-01-01 00:12:28.000	2020-01-02 03:40:49.000	748	99649	50198.5	5019850	748	99649	50198.5	5019850	-32422	32716	4978.66	497866	-128	123	-3.1	-310
+749	100	10739	99650	2.24924	299.24924	150.74924	15074.92492	2.24924	299.24924	150.74924	15074.92492	2.24924	299.24924	150.74924	15074.92400	2020-01-01	2020-01-02	2020-01-01 00:12:29	2020-01-02 03:40:50	2020-01-01 00:12:29.000	2020-01-02 03:40:50.000	749	99650	50199.5	5019950	749	99650	50199.5	5019950	-32421	32717	4979.66	497966	-127	124	-2.1	-210
+75	102	10065	99975	0.22522	300.22522	150.22522	15172.74774	0.22522	300.22522	150.22522	15172.74745	0.22522	300.22522	150.22522	15172.74722	2020-01-01	2020-01-02	2020-01-01 00:01:15	2020-01-02 03:46:15	2020-01-01 00:01:15.000	2020-01-02 03:46:15.000	75	99975	50025	5052525	75	99975	50025	5052525	-32494	32441	4604.009900990099	465005	-127	124	-3.99009900990099	-403
+750	100	10740	99651	2.25225	299.25225	150.75225	15075.22522	2.25225	299.25226	150.75225	15075.22552	2.25225	299.25225	150.75225	15075.22500	2020-01-01	2020-01-02	2020-01-01 00:12:30	2020-01-02 03:40:51	2020-01-01 00:12:30.000	2020-01-02 03:40:51.000	750	99651	50200.5	5020050	750	99651	50200.5	5020050	-32420	32718	4980.66	498066	-126	125	-1.1	-110
+751	100	10741	99652	2.25525	299.25525	150.75525	15075.52552	2.25525	299.25525	150.75525	15075.5252	2.25525	299.25525	150.75525	15075.52500	2020-01-01	2020-01-02	2020-01-01 00:12:31	2020-01-02 03:40:52	2020-01-01 00:12:31.000	2020-01-02 03:40:52.000	751	99652	50201.5	5020150	751	99652	50201.5	5020150	-32419	32719	4981.66	498166	-125	126	-0.1	-10
+752	100	10742	99653	2.25825	299.25825	150.75825	15075.82582	2.25825	299.25827	150.75825	15075.8258	2.25825	299.25825	150.75825	15075.82500	2020-01-01	2020-01-02	2020-01-01 00:12:32	2020-01-02 03:40:53	2020-01-01 00:12:32.000	2020-01-02 03:40:53.000	752	99653	50202.5	5020250	752	99653	50202.5	5020250	-32418	32720	4982.66	498266	-124	127	0.9	90
+753	100	10743	99654	2.26126	299.26126	150.76126	15076.12612	2.26126	299.26126	150.76126	15076.12609	2.26126	299.26126	150.76126	15076.12600	2020-01-01	2020-01-02	2020-01-01 00:12:33	2020-01-02 03:40:54	2020-01-01 00:12:33.000	2020-01-02 03:40:54.000	753	99654	50203.5	5020350	753	99654	50203.5	5020350	-32417	32721	4983.66	498366	-128	127	-0.66	-66
+754	100	10744	99655	2.26426	299.26426	150.76426	15076.42642	2.26426	299.26425	150.76426	15076.4264	2.26426	299.26426	150.76426	15076.42600	2020-01-01	2020-01-02	2020-01-01 00:12:34	2020-01-02 03:40:55	2020-01-01 00:12:34.000	2020-01-02 03:40:55.000	754	99655	50204.5	5020450	754	99655	50204.5	5020450	-32416	32722	4984.66	498466	-128	123	-2.22	-222
+755	100	10745	99656	2.26726	299.26726	150.76726	15076.72672	2.26726	299.26727	150.76727	15076.72703	2.26726	299.26726	150.76726	15076.72600	2020-01-01	2020-01-02	2020-01-01 00:12:35	2020-01-02 03:40:56	2020-01-01 00:12:35.000	2020-01-02 03:40:56.000	755	99656	50205.5	5020550	755	99656	50205.5	5020550	-32415	32723	4985.66	498566	-127	124	-1.22	-122
+756	100	10746	99657	2.27027	299.27027	150.77027	15077.02702	2.27027	299.27026	150.77026	15077.02667	2.27027	299.27027	150.77027	15077.02700	2020-01-01	2020-01-02	2020-01-01 00:12:36	2020-01-02 03:40:57	2020-01-01 00:12:36.000	2020-01-02 03:40:57.000	756	99657	50206.5	5020650	756	99657	50206.5	5020650	-32414	32724	4986.66	498666	-126	125	-0.22	-22
+757	100	10747	99658	2.27327	299.27327	150.77327	15077.32732	2.27327	299.2733	150.77327	15077.32727	2.27327	299.27327	150.77327	15077.32700	2020-01-01	2020-01-02	2020-01-01 00:12:37	2020-01-02 03:40:58	2020-01-01 00:12:37.000	2020-01-02 03:40:58.000	757	99658	50207.5	5020750	757	99658	50207.5	5020750	-32413	32725	4987.66	498766	-125	126	0.78	78
+758	100	10748	99659	2.27627	299.27627	150.77627	15077.62762	2.27627	299.27628	150.77627	15077.62756	2.27627	299.27627	150.77627	15077.62700	2020-01-01	2020-01-02	2020-01-01 00:12:38	2020-01-02 03:40:59	2020-01-01 00:12:38.000	2020-01-02 03:40:59.000	758	99659	50208.5	5020850	758	99659	50208.5	5020850	-32412	32726	4988.66	498866	-124	127	1.78	178
+759	100	10749	99660	2.27927	299.27927	150.77927	15077.92792	2.27927	299.27927	150.77927	15077.92787	2.27927	299.27927	150.77927	15077.92700	2020-01-01	2020-01-02	2020-01-01 00:12:39	2020-01-02 03:41:00	2020-01-01 00:12:39.000	2020-01-02 03:41:00.000	759	99660	50209.5	5020950	759	99660	50209.5	5020950	-32411	32727	4989.66	498966	-128	127	0.22	22
+76	102	10066	99976	0.22822	300.22822	150.22822	15173.05105	0.22822	300.22824	150.22822	15173.05109	0.22822	300.22822	150.22822	15173.05022	2020-01-01	2020-01-02	2020-01-01 00:01:16	2020-01-02 03:46:16	2020-01-01 00:01:16.000	2020-01-02 03:46:16.000	76	99976	50026	5052626	76	99976	50026	5052626	-32493	32442	4605.009900990099	465106	-126	125	-2.99009900990099	-302
+760	100	10750	99661	2.28228	299.28228	150.78228	15078.22822	2.28228	299.2823	150.78228	15078.2285	2.28228	299.28228	150.78228	15078.22800	2020-01-01	2020-01-02	2020-01-01 00:12:40	2020-01-02 03:41:01	2020-01-01 00:12:40.000	2020-01-02 03:41:01.000	760	99661	50210.5	5021050	760	99661	50210.5	5021050	-32410	32728	4990.66	499066	-128	127	-1.34	-134
+761	100	10751	99662	2.28528	299.28528	150.78528	15078.52852	2.28528	299.28528	150.78528	15078.52814	2.28528	299.28528	150.78528	15078.52800	2020-01-01	2020-01-02	2020-01-01 00:12:41	2020-01-02 03:41:02	2020-01-01 00:12:41.000	2020-01-02 03:41:02.000	761	99662	50211.5	5021150	761	99662	50211.5	5021150	-32409	32729	4991.66	499166	-128	124	-2.9	-290
+762	100	10752	99663	2.28828	299.28828	150.78828	15078.82882	2.28828	299.2883	150.78828	15078.82889	2.28828	299.28828	150.78828	15078.82800	2020-01-01	2020-01-02	2020-01-01 00:12:42	2020-01-02 03:41:03	2020-01-01 00:12:42.000	2020-01-02 03:41:03.000	762	99663	50212.5	5021250	762	99663	50212.5	5021250	-32408	32730	4992.66	499266	-127	125	-1.9	-190
+763	100	10753	99664	2.29129	299.29129	150.79129	15079.12912	2.29129	299.2913	150.79129	15079.12904	2.29129	299.29129	150.79129	15079.12900	2020-01-01	2020-01-02	2020-01-01 00:12:43	2020-01-02 03:41:04	2020-01-01 00:12:43.000	2020-01-02 03:41:04.000	763	99664	50213.5	5021350	763	99664	50213.5	5021350	-32407	32731	4993.66	499366	-126	126	-0.9	-90
+764	100	10754	99665	2.29429	299.29429	150.79429	15079.42942	2.29429	299.29428	150.79429	15079.42933	2.29429	299.29429	150.79429	15079.42900	2020-01-01	2020-01-02	2020-01-01 00:12:44	2020-01-02 03:41:05	2020-01-01 00:12:44.000	2020-01-02 03:41:05.000	764	99665	50214.5	5021450	764	99665	50214.5	5021450	-32406	32732	4994.66	499466	-125	127	0.1	10
+765	100	10755	99666	2.29729	299.29729	150.79729	15079.72972	2.29729	299.2973	150.79729	15079.72996	2.29729	299.29729	150.79729	15079.72900	2020-01-01	2020-01-02	2020-01-01 00:12:45	2020-01-02 03:41:06	2020-01-01 00:12:45.000	2020-01-02 03:41:06.000	765	99666	50215.5	5021550	765	99666	50215.5	5021550	-32405	32733	4995.66	499566	-128	127	-1.46	-146
+766	100	10756	99667	2.3003	299.3003	150.8003	15080.03003	2.3003	299.3003	150.80029	15080.02961	2.30030	299.30030	150.80030	15080.03000	2020-01-01	2020-01-02	2020-01-01 00:12:46	2020-01-02 03:41:07	2020-01-01 00:12:46.000	2020-01-02 03:41:07.000	766	99667	50216.5	5021650	766	99667	50216.5	5021650	-32404	32734	4996.66	499666	-128	127	-3.02	-302
+767	100	10757	99668	2.3033	299.3033	150.8033	15080.33033	2.3033	299.3033	150.8033	15080.33036	2.30330	299.30330	150.80330	15080.33000	2020-01-01	2020-01-02	2020-01-01 00:12:47	2020-01-02 03:41:08	2020-01-01 00:12:47.000	2020-01-02 03:41:08.000	767	99668	50217.5	5021750	767	99668	50217.5	5021750	-32403	32735	4997.66	499766	-128	123	-4.58	-458
+768	100	10758	99669	2.3063	299.3063	150.8063	15080.63063	2.3063	299.3063	150.8063	15080.6305	2.30630	299.30630	150.80630	15080.63000	2020-01-01	2020-01-02	2020-01-01 00:12:48	2020-01-02 03:41:09	2020-01-01 00:12:48.000	2020-01-02 03:41:09.000	768	99669	50218.5	5021850	768	99669	50218.5	5021850	-32402	32736	4998.66	499866	-127	124	-3.58	-358
+769	100	10759	99670	2.3093	299.3093	150.8093	15080.93093	2.3093	299.3093	150.8093	15080.93084	2.30930	299.30930	150.80930	15080.93000	2020-01-01	2020-01-02	2020-01-01 00:12:49	2020-01-02 03:41:10	2020-01-01 00:12:49.000	2020-01-02 03:41:10.000	769	99670	50219.5	5021950	769	99670	50219.5	5021950	-32401	32737	4999.66	499966	-126	125	-2.58	-258
+77	102	10067	99977	0.23123	300.23123	150.23123	15173.35435	0.23123	300.23123	150.23123	15173.35439	0.23123	300.23123	150.23123	15173.35423	2020-01-01	2020-01-02	2020-01-01 00:01:17	2020-01-02 03:46:17	2020-01-01 00:01:17.000	2020-01-02 03:46:17.000	77	99977	50027	5052727	77	99977	50027	5052727	-32492	32443	4606.009900990099	465207	-125	126	-1.99009900990099	-201
+770	100	10760	99671	2.31231	299.31231	150.81231	15081.23123	2.31231	299.31232	150.81231	15081.23144	2.31231	299.31231	150.81231	15081.23100	2020-01-01	2020-01-02	2020-01-01 00:12:50	2020-01-02 03:41:11	2020-01-01 00:12:50.000	2020-01-02 03:41:11.000	770	99671	50220.5	5022050	770	99671	50220.5	5022050	-32400	32738	5000.66	500066	-125	126	-1.58	-158
+771	100	10761	99672	2.31531	299.31531	150.81531	15081.53153	2.31531	299.3153	150.81531	15081.53173	2.31531	299.31531	150.81531	15081.53100	2020-01-01	2020-01-02	2020-01-01 00:12:51	2020-01-02 03:41:12	2020-01-01 00:12:51.000	2020-01-02 03:41:12.000	771	99672	50221.5	5022150	771	99672	50221.5	5022150	-32399	32739	5001.66	500166	-124	127	-0.58	-58
+772	100	10762	99673	2.31831	299.31831	150.81831	15081.83183	2.31831	299.31833	150.81831	15081.83183	2.31831	299.31831	150.81831	15081.83100	2020-01-01	2020-01-02	2020-01-01 00:12:52	2020-01-02 03:41:13	2020-01-01 00:12:52.000	2020-01-02 03:41:13.000	772	99673	50222.5	5022250	772	99673	50222.5	5022250	-32398	32740	5002.66	500266	-128	127	-2.14	-214
+773	100	10763	99674	2.32132	299.32132	150.82132	15082.13213	2.32132	299.32132	150.82131	15082.13197	2.32132	299.32132	150.82132	15082.13200	2020-01-01	2020-01-02	2020-01-01 00:12:53	2020-01-02 03:41:14	2020-01-01 00:12:53.000	2020-01-02 03:41:14.000	773	99674	50223.5	5022350	773	99674	50223.5	5022350	-32397	32741	5003.66	500366	-128	123	-3.7	-370
+774	100	10764	99675	2.32432	299.32432	150.82432	15082.43243	2.32432	299.3243	150.82432	15082.43231	2.32432	299.32432	150.82432	15082.43200	2020-01-01	2020-01-02	2020-01-01 00:12:54	2020-01-02 03:41:15	2020-01-01 00:12:54.000	2020-01-02 03:41:15.000	774	99675	50224.5	5022450	774	99675	50224.5	5022450	-32396	32742	5004.66	500466	-127	124	-2.7	-270
+775	100	10765	99676	2.32732	299.32732	150.82732	15082.73273	2.32732	299.32733	150.82732	15082.73291	2.32732	299.32732	150.82732	15082.73200	2020-01-01	2020-01-02	2020-01-01 00:12:55	2020-01-02 03:41:16	2020-01-01 00:12:55.000	2020-01-02 03:41:16.000	775	99676	50225.5	5022550	775	99676	50225.5	5022550	-32395	32743	5005.66	500566	-126	125	-1.7	-170
+776	100	10766	99677	2.33033	299.33033	150.83033	15083.03303	2.33033	299.33032	150.83033	15083.0332	2.33033	299.33033	150.83033	15083.03300	2020-01-01	2020-01-02	2020-01-01 00:12:56	2020-01-02 03:41:17	2020-01-01 00:12:56.000	2020-01-02 03:41:17.000	776	99677	50226.5	5022650	776	99677	50226.5	5022650	-32394	32744	5006.66	500666	-125	126	-0.7	-70
+777	100	10767	99678	2.33333	299.33333	150.83333	15083.33333	2.33333	299.33334	150.83333	15083.3333	2.33333	299.33333	150.83333	15083.33300	2020-01-01	2020-01-02	2020-01-01 00:12:57	2020-01-02 03:41:18	2020-01-01 00:12:57.000	2020-01-02 03:41:18.000	777	99678	50227.5	5022750	777	99678	50227.5	5022750	-32393	32745	5007.66	500766	-124	127	0.3	30
+778	100	10768	99679	2.33633	299.33633	150.83633	15083.63363	2.33633	299.33633	150.83633	15083.63348	2.33633	299.33633	150.83633	15083.63300	2020-01-01	2020-01-02	2020-01-01 00:12:58	2020-01-02 03:41:19	2020-01-01 00:12:58.000	2020-01-02 03:41:19.000	778	99679	50228.5	5022850	778	99679	50228.5	5022850	-32392	32746	5008.66	500866	-128	127	-1.26	-126
+779	100	10769	99680	2.33933	299.33933	150.83933	15083.93393	2.33933	299.33932	150.83933	15083.93378	2.33933	299.33933	150.83933	15083.93300	2020-01-01	2020-01-02	2020-01-01 00:12:59	2020-01-02 03:41:20	2020-01-01 00:12:59.000	2020-01-02 03:41:20.000	779	99680	50229.5	5022950	779	99680	50229.5	5022950	-32391	32747	5009.66	500966	-128	123	-2.82	-282
+78	102	10068	99978	0.23423	300.23423	150.23423	15173.65765	0.23423	300.23422	150.23423	15173.65769	0.23423	300.23423	150.23423	15173.65723	2020-01-01	2020-01-02	2020-01-01 00:01:18	2020-01-02 03:46:18	2020-01-01 00:01:18.000	2020-01-02 03:46:18.000	78	99978	50028	5052828	78	99978	50028	5052828	-32491	32444	4607.009900990099	465308	-124	127	-0.9900990099009901	-100
+780	100	10770	99681	2.34234	299.34234	150.84234	15084.23423	2.34234	299.34235	150.84234	15084.23437	2.34234	299.34234	150.84234	15084.23400	2020-01-01	2020-01-02	2020-01-01 00:13:00	2020-01-02 03:41:21	2020-01-01 00:13:00.000	2020-01-02 03:41:21.000	780	99681	50230.5	5023050	780	99681	50230.5	5023050	-32390	32748	5010.66	501066	-127	124	-1.82	-182
+781	100	10771	99682	2.34534	299.34534	150.84534	15084.53453	2.34534	299.34534	150.84534	15084.53467	2.34534	299.34534	150.84534	15084.53400	2020-01-01	2020-01-02	2020-01-01 00:13:01	2020-01-02 03:41:22	2020-01-01 00:13:01.000	2020-01-02 03:41:22.000	781	99682	50231.5	5023150	781	99682	50231.5	5023150	-32389	32749	5011.66	501166	-126	125	-0.82	-82
+782	100	10772	99683	2.34834	299.34834	150.84834	15084.83483	2.34834	299.34836	150.84834	15084.83477	2.34834	299.34834	150.84834	15084.83400	2020-01-01	2020-01-02	2020-01-01 00:13:02	2020-01-02 03:41:23	2020-01-01 00:13:02.000	2020-01-02 03:41:23.000	782	99683	50232.5	5023250	782	99683	50232.5	5023250	-32388	32750	5012.66	501266	-125	126	0.18	18
+783	100	10773	99684	2.35135	299.35135	150.85135	15085.13513	2.35135	299.35135	150.85134	15085.13495	2.35135	299.35135	150.85135	15085.13500	2020-01-01	2020-01-02	2020-01-01 00:13:03	2020-01-02 03:41:24	2020-01-01 00:13:03.000	2020-01-02 03:41:24.000	783	99684	50233.5	5023350	783	99684	50233.5	5023350	-32387	32751	5013.66	501366	-124	127	1.18	118
+784	100	10774	99685	2.35435	299.35435	150.85435	15085.43543	2.35435	299.35434	150.85435	15085.43525	2.35435	299.35435	150.85435	15085.43500	2020-01-01	2020-01-02	2020-01-01 00:13:04	2020-01-02 03:41:25	2020-01-01 00:13:04.000	2020-01-02 03:41:25.000	784	99685	50234.5	5023450	784	99685	50234.5	5023450	-32386	32752	5014.66	501466	-128	127	-0.38	-38
+785	100	10775	99686	2.35735	299.35735	150.85735	15085.73573	2.35735	299.35736	150.85736	15085.736	2.35735	299.35735	150.85735	15085.73500	2020-01-01	2020-01-02	2020-01-01 00:13:05	2020-01-02 03:41:26	2020-01-01 00:13:05.000	2020-01-02 03:41:26.000	785	99686	50235.5	5023550	785	99686	50235.5	5023550	-32385	32753	5015.66	501566	-128	127	-1.94	-194
+786	100	10776	99687	2.36036	299.36036	150.86036	15086.03603	2.36036	299.36035	150.86036	15086.03614	2.36036	299.36036	150.86036	15086.03600	2020-01-01	2020-01-02	2020-01-01 00:13:06	2020-01-02 03:41:27	2020-01-01 00:13:06.000	2020-01-02 03:41:27.000	786	99687	50236.5	5023650	786	99687	50236.5	5023650	-32384	32754	5016.66	501666	-128	124	-3.5	-350
+787	100	10777	99688	2.36336	299.36336	150.86336	15086.33633	2.36336	299.36337	150.86336	15086.33628	2.36336	299.36336	150.86336	15086.33600	2020-01-01	2020-01-02	2020-01-01 00:13:07	2020-01-02 03:41:28	2020-01-01 00:13:07.000	2020-01-02 03:41:28.000	787	99688	50237.5	5023750	787	99688	50237.5	5023750	-32383	32755	5017.66	501766	-127	125	-2.5	-250
+788	100	10778	99689	2.36636	299.36636	150.86636	15086.63663	2.36636	299.36636	150.86636	15086.63641	2.36636	299.36636	150.86636	15086.63600	2020-01-01	2020-01-02	2020-01-01 00:13:08	2020-01-02 03:41:29	2020-01-01 00:13:08.000	2020-01-02 03:41:29.000	788	99689	50238.5	5023850	788	99689	50238.5	5023850	-32382	32756	5018.66	501866	-126	126	-1.5	-150
+789	100	10779	99690	2.36936	299.36936	150.86936	15086.93693	2.36936	299.36935	150.86936	15086.93672	2.36936	299.36936	150.86936	15086.93600	2020-01-01	2020-01-02	2020-01-01 00:13:09	2020-01-02 03:41:30	2020-01-01 00:13:09.000	2020-01-02 03:41:30.000	789	99690	50239.5	5023950	789	99690	50239.5	5023950	-32381	32757	5019.66	501966	-125	127	-0.5	-50
+79	102	10069	99979	0.23723	300.23723	150.23723	15173.96096	0.23723	300.23724	150.23724	15173.96129	0.23723	300.23723	150.23723	15173.96023	2020-01-01	2020-01-02	2020-01-01 00:01:19	2020-01-02 03:46:19	2020-01-01 00:01:19.000	2020-01-02 03:46:19.000	79	99979	50029	5052929	79	99979	50029	5052929	-32490	32445	4608.009900990099	465409	-128	127	-2.5247524752475248	-255
+790	100	10780	99691	2.37237	299.37237	150.87237	15087.23723	2.37237	299.37238	150.87237	15087.23747	2.37237	299.37237	150.87237	15087.23700	2020-01-01	2020-01-02	2020-01-01 00:13:10	2020-01-02 03:41:31	2020-01-01 00:13:10.000	2020-01-02 03:41:31.000	790	99691	50240.5	5024050	790	99691	50240.5	5024050	-32380	32758	5020.66	502066	-128	127	-2.06	-206
+791	100	10781	99692	2.37537	299.37537	150.87537	15087.53753	2.37537	299.37537	150.87537	15087.53761	2.37537	299.37537	150.87537	15087.53700	2020-01-01	2020-01-02	2020-01-01 00:13:11	2020-01-02 03:41:32	2020-01-01 00:13:11.000	2020-01-02 03:41:32.000	791	99692	50241.5	5024150	791	99692	50241.5	5024150	-32379	32759	5021.66	502166	-128	127	-3.62	-362
+792	100	10782	99693	2.37837	299.37837	150.87837	15087.83783	2.37837	299.3784	150.87837	15087.83775	2.37837	299.37837	150.87837	15087.83700	2020-01-01	2020-01-02	2020-01-01 00:13:12	2020-01-02 03:41:33	2020-01-01 00:13:12.000	2020-01-02 03:41:33.000	792	99693	50242.5	5024250	792	99693	50242.5	5024250	-32378	32760	5022.66	502266	-128	123	-5.18	-518
+793	100	10783	99694	2.38138	299.38138	150.88138	15088.13813	2.38138	299.38138	150.88137	15088.13789	2.38138	299.38138	150.88138	15088.13800	2020-01-01	2020-01-02	2020-01-01 00:13:13	2020-01-02 03:41:34	2020-01-01 00:13:13.000	2020-01-02 03:41:34.000	793	99694	50243.5	5024350	793	99694	50243.5	5024350	-32377	32761	5023.66	502366	-127	124	-4.18	-418
+794	100	10784	99695	2.38438	299.38438	150.88438	15088.43843	2.38438	299.3844	150.88438	15088.43864	2.38438	299.38438	150.88438	15088.43800	2020-01-01	2020-01-02	2020-01-01 00:13:14	2020-01-02 03:41:35	2020-01-01 00:13:14.000	2020-01-02 03:41:35.000	794	99695	50244.5	5024450	794	99695	50244.5	5024450	-32376	32762	5024.66	502466	-126	125	-3.18	-318
+795	100	10785	99696	2.38738	299.38738	150.88738	15088.73873	2.38738	299.3874	150.88738	15088.73894	2.38738	299.38738	150.88738	15088.73800	2020-01-01	2020-01-02	2020-01-01 00:13:15	2020-01-02 03:41:36	2020-01-01 00:13:15.000	2020-01-02 03:41:36.000	795	99696	50245.5	5024550	795	99696	50245.5	5024550	-32375	32763	5025.66	502566	-125	126	-2.18	-218
+796	100	10786	99697	2.39039	299.39039	150.89039	15089.03903	2.39039	299.39038	150.89039	15089.03908	2.39039	299.39039	150.89039	15089.03900	2020-01-01	2020-01-02	2020-01-01 00:13:16	2020-01-02 03:41:37	2020-01-01 00:13:16.000	2020-01-02 03:41:37.000	796	99697	50246.5	5024650	796	99697	50246.5	5024650	-32374	32764	5026.66	502666	-124	127	-1.18	-118
+797	100	10787	99698	2.39339	299.39339	150.89339	15089.33933	2.39339	299.3934	150.89339	15089.33921	2.39339	299.39339	150.89339	15089.33900	2020-01-01	2020-01-02	2020-01-01 00:13:17	2020-01-02 03:41:38	2020-01-01 00:13:17.000	2020-01-02 03:41:38.000	797	99698	50247.5	5024750	797	99698	50247.5	5024750	-32373	32765	5027.66	502766	-128	127	-2.74	-274
+798	100	10788	99699	2.39639	299.39639	150.89639	15089.63963	2.39639	299.3964	150.89639	15089.63936	2.39639	299.39639	150.89639	15089.63900	2020-01-01	2020-01-02	2020-01-01 00:13:18	2020-01-02 03:41:39	2020-01-01 00:13:18.000	2020-01-02 03:41:39.000	798	99699	50248.5	5024850	798	99699	50248.5	5024850	-32372	32766	5028.66	502866	-128	123	-4.3	-430
+799	100	10789	99700	2.39939	299.39939	150.89939	15089.93993	2.39939	299.3994	150.8994	15089.94011	2.39939	299.39939	150.89939	15089.93900	2020-01-01	2020-01-02	2020-01-01 00:13:19	2020-01-02 03:41:40	2020-01-01 00:13:19.000	2020-01-02 03:41:40.000	799	99700	50249.5	5024950	799	99700	50249.5	5024950	-32371	32767	5029.66	502966	-127	124	-3.3	-330
+8	102	1007	9998	0.02402	300.02402	150.02402	15152.42642	0.02402	300.02402	150.02402	15152.42607	0.02402	300.02402	150.02402	15152.42602	2020-01-01	2020-01-02	2020-01-01 00:00:08	2020-01-02 03:45:08	2020-01-01 00:00:08.000	2020-01-02 03:45:08.000	8	99908	49958	5045758	8	99908	49958	5045758	-32561	32374	4537.009900990099	458238	-125	126	-0.019801980198019802	-2
+80	102	10070	99980	0.24024	300.24024	150.24024	15174.26426	0.24024	300.24023	150.24023	15174.26397	0.24024	300.24024	150.24024	15174.26424	2020-01-01	2020-01-02	2020-01-01 00:01:20	2020-01-02 03:46:20	2020-01-01 00:01:20.000	2020-01-02 03:46:20.000	80	99980	50030	5053030	80	99980	50030	5053030	-32489	32446	4609.009900990099	465510	-128	123	-4.0594059405940595	-410
+800	100	10790	99701	2.4024	299.4024	150.9024	15090.24024	2.4024	299.4024	150.9024	15090.24041	2.40240	299.40240	150.90240	15090.24000	2020-01-01	2020-01-02	2020-01-01 00:13:20	2020-01-02 03:41:41	2020-01-01 00:13:20.000	2020-01-02 03:41:41.000	800	99701	50250.5	5025050	800	99701	50250.5	5025050	-32768	32167	4375.3	437530	-126	125	-2.3	-230
+801	100	10791	99702	2.4054	299.4054	150.9054	15090.54054	2.4054	299.4054	150.9054	15090.54058	2.40540	299.40540	150.90540	15090.54000	2020-01-01	2020-01-02	2020-01-01 00:13:21	2020-01-02 03:41:42	2020-01-01 00:13:21.000	2020-01-02 03:41:42.000	801	99702	50251.5	5025150	801	99702	50251.5	5025150	-32767	32168	4376.3	437630	-125	126	-1.3	-130
+802	100	10792	99703	2.4084	299.4084	150.9084	15090.84084	2.4084	299.40842	150.9084	15090.84069	2.40840	299.40840	150.90840	15090.84000	2020-01-01	2020-01-02	2020-01-01 00:13:22	2020-01-02 03:41:43	2020-01-01 00:13:22.000	2020-01-02 03:41:43.000	802	99703	50252.5	5025250	802	99703	50252.5	5025250	-32766	32169	4377.3	437730	-124	127	-0.3	-30
+803	100	10793	99704	2.41141	299.41141	150.91141	15091.14114	2.41141	299.4114	150.9114	15091.14098	2.41141	299.41141	150.91141	15091.14100	2020-01-01	2020-01-02	2020-01-01 00:13:23	2020-01-02 03:41:44	2020-01-01 00:13:23.000	2020-01-02 03:41:44.000	803	99704	50253.5	5025350	803	99704	50253.5	5025350	-32765	32170	4378.3	437830	-128	127	-1.86	-186
+804	100	10794	99705	2.41441	299.41441	150.91441	15091.44144	2.41441	299.41443	150.91441	15091.44158	2.41441	299.41441	150.91441	15091.44100	2020-01-01	2020-01-02	2020-01-01 00:13:24	2020-01-02 03:41:45	2020-01-01 00:13:24.000	2020-01-02 03:41:45.000	804	99705	50254.5	5025450	804	99705	50254.5	5025450	-32764	32171	4379.3	437930	-128	123	-3.42	-342
+805	100	10795	99706	2.41741	299.41741	150.91741	15091.74174	2.41741	299.41742	150.91741	15091.74188	2.41741	299.41741	150.91741	15091.74100	2020-01-01	2020-01-02	2020-01-01 00:13:25	2020-01-02 03:41:46	2020-01-01 00:13:25.000	2020-01-02 03:41:46.000	805	99706	50255.5	5025550	805	99706	50255.5	5025550	-32763	32172	4380.3	438030	-127	124	-2.42	-242
+806	100	10796	99707	2.42042	299.42042	150.92042	15092.04204	2.42042	299.4204	150.92042	15092.04205	2.42042	299.42042	150.92042	15092.04200	2020-01-01	2020-01-02	2020-01-01 00:13:26	2020-01-02 03:41:47	2020-01-01 00:13:26.000	2020-01-02 03:41:47.000	806	99707	50256.5	5025650	806	99707	50256.5	5025650	-32762	32173	4381.3	438130	-126	125	-1.42	-142
+807	100	10797	99708	2.42342	299.42342	150.92342	15092.34234	2.42342	299.42343	150.92342	15092.34216	2.42342	299.42342	150.92342	15092.34200	2020-01-01	2020-01-02	2020-01-01 00:13:27	2020-01-02 03:41:48	2020-01-01 00:13:27.000	2020-01-02 03:41:48.000	807	99708	50257.5	5025750	807	99708	50257.5	5025750	-32761	32174	4382.3	438230	-125	126	-0.42	-42
+808	100	10798	99709	2.42642	299.42642	150.92642	15092.64264	2.42642	299.42642	150.92642	15092.64245	2.42642	299.42642	150.92642	15092.64200	2020-01-01	2020-01-02	2020-01-01 00:13:28	2020-01-02 03:41:49	2020-01-01 00:13:28.000	2020-01-02 03:41:49.000	808	99709	50258.5	5025850	808	99709	50258.5	5025850	-32760	32175	4383.3	438330	-124	127	0.58	58
+809	100	10799	99710	2.42942	299.42942	150.92942	15092.94294	2.42942	299.42944	150.92943	15092.94305	2.42942	299.42942	150.92942	15092.94200	2020-01-01	2020-01-02	2020-01-01 00:13:29	2020-01-02 03:41:50	2020-01-01 00:13:29.000	2020-01-02 03:41:50.000	809	99710	50259.5	5025950	809	99710	50259.5	5025950	-32759	32176	4384.3	438430	-128	127	-0.98	-98
+81	102	10071	99981	0.24324	300.24324	150.24324	15174.56756	0.24324	300.24326	150.24324	15174.56758	0.24324	300.24324	150.24324	15174.56724	2020-01-01	2020-01-02	2020-01-01 00:01:21	2020-01-02 03:46:21	2020-01-01 00:01:21.000	2020-01-02 03:46:21.000	81	99981	50031	5053131	81	99981	50031	5053131	-32488	32447	4610.009900990099	465611	-127	124	-3.0594059405940595	-309
+810	100	10800	99711	2.43243	299.43243	150.93243	15093.24324	2.43243	299.43243	150.93243	15093.24338	2.43243	299.43243	150.93243	15093.24300	2020-01-01	2020-01-02	2020-01-01 00:13:30	2020-01-02 03:41:51	2020-01-01 00:13:30.000	2020-01-02 03:41:51.000	810	99711	50260.5	5026050	810	99711	50260.5	5026050	-32758	32177	4385.3	438530	-128	127	-2.54	-254
+811	100	10801	99712	2.43543	299.43543	150.93543	15093.54354	2.43543	299.43542	150.93543	15093.54353	2.43543	299.43543	150.93543	15093.54300	2020-01-01	2020-01-02	2020-01-01 00:13:31	2020-01-02 03:41:52	2020-01-01 00:13:31.000	2020-01-02 03:41:52.000	811	99712	50261.5	5026150	811	99712	50261.5	5026150	-32757	32178	4386.3	438630	-128	124	-4.1	-410
+812	100	10802	99713	2.43843	299.43843	150.93843	15093.84384	2.43843	299.43845	150.93844	15093.84428	2.43843	299.43843	150.93843	15093.84300	2020-01-01	2020-01-02	2020-01-01 00:13:32	2020-01-02 03:41:53	2020-01-01 00:13:32.000	2020-01-02 03:41:53.000	812	99713	50262.5	5026250	812	99713	50262.5	5026250	-32756	32179	4387.3	438730	-127	125	-3.1	-310
+813	100	10803	99714	2.44144	299.44144	150.94144	15094.14414	2.44144	299.44144	150.94143	15094.14392	2.44144	299.44144	150.94144	15094.14400	2020-01-01	2020-01-02	2020-01-01 00:13:33	2020-01-02 03:41:54	2020-01-01 00:13:33.000	2020-01-02 03:41:54.000	813	99714	50263.5	5026350	813	99714	50263.5	5026350	-32755	32180	4388.3	438830	-126	126	-2.1	-210
+814	100	10804	99715	2.44444	299.44444	150.94444	15094.44444	2.44444	299.44446	150.94444	15094.44452	2.44444	299.44444	150.94444	15094.44400	2020-01-01	2020-01-02	2020-01-01 00:13:34	2020-01-02 03:41:55	2020-01-01 00:13:34.000	2020-01-02 03:41:55.000	814	99715	50264.5	5026450	814	99715	50264.5	5026450	-32754	32181	4389.3	438930	-125	127	-1.1	-110
+815	100	10805	99716	2.44744	299.44744	150.94744	15094.74474	2.44744	299.44745	150.94744	15094.74485	2.44744	299.44744	150.94744	15094.74400	2020-01-01	2020-01-02	2020-01-01 00:13:35	2020-01-02 03:41:56	2020-01-01 00:13:35.000	2020-01-02 03:41:56.000	815	99716	50265.5	5026550	815	99716	50265.5	5026550	-32753	32182	4390.3	439030	-128	127	-2.66	-266
+816	100	10806	99717	2.45045	299.45045	150.95045	15095.04504	2.45045	299.45044	150.95045	15095.045	2.45045	299.45045	150.95045	15095.04500	2020-01-01	2020-01-02	2020-01-01 00:13:36	2020-01-02 03:41:57	2020-01-01 00:13:36.000	2020-01-02 03:41:57.000	816	99717	50266.5	5026650	816	99717	50266.5	5026650	-32752	32183	4391.3	439130	-128	127	-4.22	-422
+817	100	10807	99718	2.45345	299.45345	150.95345	15095.34534	2.45345	299.45346	150.95345	15095.34574	2.45345	299.45345	150.95345	15095.34500	2020-01-01	2020-01-02	2020-01-01 00:13:37	2020-01-02 03:41:58	2020-01-01 00:13:37.000	2020-01-02 03:41:58.000	817	99718	50267.5	5026750	817	99718	50267.5	5026750	-32751	32184	4392.3	439230	-128	123	-5.78	-578
+818	100	10808	99719	2.45645	299.45645	150.95645	15095.64564	2.45645	299.45645	150.95645	15095.64539	2.45645	299.45645	150.95645	15095.64500	2020-01-01	2020-01-02	2020-01-01 00:13:38	2020-01-02 03:41:59	2020-01-01 00:13:38.000	2020-01-02 03:41:59.000	818	99719	50268.5	5026850	818	99719	50268.5	5026850	-32750	32185	4393.3	439330	-127	124	-4.78	-478
+819	100	10809	99720	2.45945	299.45945	150.95945	15095.94594	2.45945	299.45947	150.95946	15095.94602	2.45945	299.45945	150.95945	15095.94500	2020-01-01	2020-01-02	2020-01-01 00:13:39	2020-01-02 03:42:00	2020-01-01 00:13:39.000	2020-01-02 03:42:00.000	819	99720	50269.5	5026950	819	99720	50269.5	5026950	-32749	32186	4394.3	439430	-126	125	-3.78	-378
+82	102	10072	99982	0.24624	300.24624	150.24624	15174.87087	0.24624	300.24625	150.24624	15174.87088	0.24624	300.24624	150.24624	15174.87024	2020-01-01	2020-01-02	2020-01-01 00:01:22	2020-01-02 03:46:22	2020-01-01 00:01:22.000	2020-01-02 03:46:22.000	82	99982	50032	5053232	82	99982	50032	5053232	-32487	32448	4611.009900990099	465712	-126	125	-2.0594059405940595	-208
+820	100	10810	99721	2.46246	299.46246	150.96246	15096.24624	2.46246	299.46246	150.96246	15096.24633	2.46246	299.46246	150.96246	15096.24600	2020-01-01	2020-01-02	2020-01-01 00:13:40	2020-01-02 03:42:01	2020-01-01 00:13:40.000	2020-01-02 03:42:01.000	820	99721	50270.5	5027050	820	99721	50270.5	5027050	-32748	32187	4395.3	439530	-125	126	-2.78	-278
+821	100	10811	99722	2.46546	299.46546	150.96546	15096.54654	2.46546	299.46545	150.96546	15096.54646	2.46546	299.46546	150.96546	15096.54600	2020-01-01	2020-01-02	2020-01-01 00:13:41	2020-01-02 03:42:02	2020-01-01 00:13:41.000	2020-01-02 03:42:02.000	821	99722	50271.5	5027150	821	99722	50271.5	5027150	-32747	32188	4396.3	439630	-124	127	-1.78	-178
+822	100	10812	99723	2.46846	299.46846	150.96846	15096.84684	2.46846	299.46848	150.96847	15096.84721	2.46846	299.46846	150.96846	15096.84600	2020-01-01	2020-01-02	2020-01-01 00:13:42	2020-01-02 03:42:03	2020-01-01 00:13:42.000	2020-01-02 03:42:03.000	822	99723	50272.5	5027250	822	99723	50272.5	5027250	-32746	32189	4397.3	439730	-128	127	-3.34	-334
+823	100	10813	99724	2.47147	299.47147	150.97147	15097.14714	2.47147	299.47147	150.97146	15097.14686	2.47147	299.47147	150.97147	15097.14700	2020-01-01	2020-01-02	2020-01-01 00:13:43	2020-01-02 03:42:04	2020-01-01 00:13:43.000	2020-01-02 03:42:04.000	823	99724	50273.5	5027350	823	99724	50273.5	5027350	-32745	32190	4398.3	439830	-128	123	-4.9	-490
+824	100	10814	99725	2.47447	299.47447	150.97447	15097.44744	2.47447	299.4745	150.97447	15097.44749	2.47447	299.47447	150.97447	15097.44700	2020-01-01	2020-01-02	2020-01-01 00:13:44	2020-01-02 03:42:05	2020-01-01 00:13:44.000	2020-01-02 03:42:05.000	824	99725	50274.5	5027450	824	99725	50274.5	5027450	-32744	32191	4399.3	439930	-127	124	-3.9	-390
+825	100	10815	99726	2.47747	299.47747	150.97747	15097.74774	2.47747	299.47748	150.97747	15097.74779	2.47747	299.47747	150.97747	15097.74700	2020-01-01	2020-01-02	2020-01-01 00:13:45	2020-01-02 03:42:06	2020-01-01 00:13:45.000	2020-01-02 03:42:06.000	825	99726	50275.5	5027550	825	99726	50275.5	5027550	-32743	32192	4400.3	440030	-126	125	-2.9	-290
+826	100	10816	99727	2.48048	299.48048	150.98048	15098.04804	2.48048	299.48047	150.98048	15098.04809	2.48048	299.48048	150.98048	15098.04800	2020-01-01	2020-01-02	2020-01-01 00:13:46	2020-01-02 03:42:07	2020-01-01 00:13:46.000	2020-01-02 03:42:07.000	826	99727	50276.5	5027650	826	99727	50276.5	5027650	-32742	32193	4401.3	440130	-125	126	-1.9	-190
+827	100	10817	99728	2.48348	299.48348	150.98348	15098.34834	2.48348	299.4835	150.98348	15098.34869	2.48348	299.48348	150.98348	15098.34800	2020-01-01	2020-01-02	2020-01-01 00:13:47	2020-01-02 03:42:08	2020-01-01 00:13:47.000	2020-01-02 03:42:08.000	827	99728	50277.5	5027750	827	99728	50277.5	5027750	-32741	32194	4402.3	440230	-124	127	-0.9	-90
+828	100	10818	99729	2.48648	299.48648	150.98648	15098.64864	2.48648	299.48648	150.98648	15098.64837	2.48648	299.48648	150.98648	15098.64800	2020-01-01	2020-01-02	2020-01-01 00:13:48	2020-01-02 03:42:09	2020-01-01 00:13:48.000	2020-01-02 03:42:09.000	828	99729	50278.5	5027850	828	99729	50278.5	5027850	-32740	32195	4403.3	440330	-128	127	-2.46	-246
+829	100	10819	99730	2.48948	299.48948	150.98948	15098.94894	2.48948	299.4895	150.98948	15098.94896	2.48948	299.48948	150.98948	15098.94800	2020-01-01	2020-01-02	2020-01-01 00:13:49	2020-01-02 03:42:10	2020-01-01 00:13:49.000	2020-01-02 03:42:10.000	829	99730	50279.5	5027950	829	99730	50279.5	5027950	-32739	32196	4404.3	440430	-128	123	-4.02	-402
+83	102	10073	99983	0.24924	300.24924	150.24924	15175.17417	0.24924	300.24924	150.24924	15175.17417	0.24924	300.24924	150.24924	15175.17324	2020-01-01	2020-01-02	2020-01-01 00:01:23	2020-01-02 03:46:23	2020-01-01 00:01:23.000	2020-01-02 03:46:23.000	83	99983	50033	5053333	83	99983	50033	5053333	-32486	32449	4612.009900990099	465813	-125	126	-1.0594059405940595	-107
+830	100	10820	99731	2.49249	299.49249	150.99249	15099.24924	2.49249	299.4925	150.99249	15099.24926	2.49249	299.49249	150.99249	15099.24900	2020-01-01	2020-01-02	2020-01-01 00:13:50	2020-01-02 03:42:11	2020-01-01 00:13:50.000	2020-01-02 03:42:11.000	830	99731	50280.5	5028050	830	99731	50280.5	5028050	-32738	32197	4405.3	440530	-127	124	-3.02	-302
+831	100	10821	99732	2.49549	299.49549	150.99549	15099.54954	2.49549	299.49548	150.99549	15099.54956	2.49549	299.49549	150.99549	15099.54900	2020-01-01	2020-01-02	2020-01-01 00:13:51	2020-01-02 03:42:12	2020-01-01 00:13:51.000	2020-01-02 03:42:12.000	831	99732	50281.5	5028150	831	99732	50281.5	5028150	-32737	32198	4406.3	440630	-126	125	-2.02	-202
+832	100	10822	99733	2.49849	299.49849	150.99849	15099.84984	2.49849	299.4985	150.9985	15099.85016	2.49849	299.49849	150.99849	15099.84900	2020-01-01	2020-01-02	2020-01-01 00:13:52	2020-01-02 03:42:13	2020-01-01 00:13:52.000	2020-01-02 03:42:13.000	832	99733	50282.5	5028250	832	99733	50282.5	5028250	-32736	32199	4407.3	440730	-125	126	-1.02	-102
+833	100	10823	99734	2.5015	299.5015	151.0015	15100.15015	2.5015	299.5015	151.00149	15100.14983	2.50150	299.50150	151.00150	15100.15000	2020-01-01	2020-01-02	2020-01-01 00:13:53	2020-01-02 03:42:14	2020-01-01 00:13:53.000	2020-01-02 03:42:14.000	833	99734	50283.5	5028350	833	99734	50283.5	5028350	-32735	32200	4408.3	440830	-124	127	-0.02	-2
+834	100	10824	99735	2.5045	299.5045	151.0045	15100.45045	2.5045	299.50452	151.0045	15100.45043	2.50450	299.50450	151.00450	15100.45000	2020-01-01	2020-01-02	2020-01-01 00:13:54	2020-01-02 03:42:15	2020-01-01 00:13:54.000	2020-01-02 03:42:15.000	834	99735	50284.5	5028450	834	99735	50284.5	5028450	-32734	32201	4409.3	440930	-128	127	-1.58	-158
+835	100	10825	99736	2.5075	299.5075	151.0075	15100.75075	2.5075	299.5075	151.0075	15100.75073	2.50750	299.50750	151.00750	15100.75000	2020-01-01	2020-01-02	2020-01-01 00:13:55	2020-01-02 03:42:16	2020-01-01 00:13:55.000	2020-01-02 03:42:16.000	835	99736	50285.5	5028550	835	99736	50285.5	5028550	-32733	32202	4410.3	441030	-128	123	-3.14	-314
+836	100	10826	99737	2.51051	299.51051	151.01051	15101.05105	2.51051	299.5105	151.01051	15101.05103	2.51051	299.51051	151.01051	15101.05100	2020-01-01	2020-01-02	2020-01-01 00:13:56	2020-01-02 03:42:17	2020-01-01 00:13:56.000	2020-01-02 03:42:17.000	836	99737	50286.5	5028650	836	99737	50286.5	5028650	-32732	32203	4411.3	441130	-127	124	-2.14	-214
+837	100	10827	99738	2.51351	299.51351	151.01351	15101.35135	2.51351	299.51352	151.01351	15101.35162	2.51351	299.51351	151.01351	15101.35100	2020-01-01	2020-01-02	2020-01-01 00:13:57	2020-01-02 03:42:18	2020-01-01 00:13:57.000	2020-01-02 03:42:18.000	837	99738	50287.5	5028750	837	99738	50287.5	5028750	-32731	32204	4412.3	441230	-126	125	-1.14	-114
+838	100	10828	99739	2.51651	299.51651	151.01651	15101.65165	2.51651	299.5165	151.01651	15101.6513	2.51651	299.51651	151.01651	15101.65100	2020-01-01	2020-01-02	2020-01-01 00:13:58	2020-01-02 03:42:19	2020-01-01 00:13:58.000	2020-01-02 03:42:19.000	838	99739	50288.5	5028850	838	99739	50288.5	5028850	-32730	32205	4413.3	441330	-125	126	-0.14	-14
+839	100	10829	99740	2.51951	299.51951	151.01951	15101.95195	2.51951	299.51953	151.01951	15101.9519	2.51951	299.51951	151.01951	15101.95100	2020-01-01	2020-01-02	2020-01-01 00:13:59	2020-01-02 03:42:20	2020-01-01 00:13:59.000	2020-01-02 03:42:20.000	839	99740	50289.5	5028950	839	99740	50289.5	5028950	-32729	32206	4414.3	441430	-124	127	0.86	86
+84	102	10074	99984	0.25225	300.25225	150.25225	15175.47747	0.25225	300.25226	150.25225	15175.47778	0.25225	300.25225	150.25225	15175.47725	2020-01-01	2020-01-02	2020-01-01 00:01:24	2020-01-02 03:46:24	2020-01-01 00:01:24.000	2020-01-02 03:46:24.000	84	99984	50034	5053434	84	99984	50034	5053434	-32485	32450	4613.009900990099	465914	-124	127	-0.0594059405940594	-6
+840	100	10830	99741	2.52252	299.52252	151.02252	15102.25225	2.52252	299.52252	151.02252	15102.2522	2.52252	299.52252	151.02252	15102.25200	2020-01-01	2020-01-02	2020-01-01 00:14:00	2020-01-02 03:42:21	2020-01-01 00:14:00.000	2020-01-02 03:42:21.000	840	99741	50290.5	5029050	840	99741	50290.5	5029050	-32728	32207	4415.3	441530	-128	127	-0.7	-70
+841	100	10831	99742	2.52552	299.52552	151.02552	15102.55255	2.52552	299.5255	151.02552	15102.5525	2.52552	299.52552	151.02552	15102.55200	2020-01-01	2020-01-02	2020-01-01 00:14:01	2020-01-02 03:42:22	2020-01-01 00:14:01.000	2020-01-02 03:42:22.000	841	99742	50291.5	5029150	841	99742	50291.5	5029150	-32727	32208	4416.3	441630	-128	127	-2.26	-226
+842	100	10832	99743	2.52852	299.52852	151.02852	15102.85285	2.52852	299.52853	151.02853	15102.85313	2.52852	299.52852	151.02852	15102.85200	2020-01-01	2020-01-02	2020-01-01 00:14:02	2020-01-02 03:42:23	2020-01-01 00:14:02.000	2020-01-02 03:42:23.000	842	99743	50292.5	5029250	842	99743	50292.5	5029250	-32726	32209	4417.3	441730	-128	123	-3.82	-382
+843	100	10833	99744	2.53153	299.53153	151.03153	15103.15315	2.53153	299.53152	151.03152	15103.15278	2.53153	299.53153	151.03153	15103.15300	2020-01-01	2020-01-02	2020-01-01 00:14:03	2020-01-02 03:42:24	2020-01-01 00:14:03.000	2020-01-02 03:42:24.000	843	99744	50293.5	5029350	843	99744	50293.5	5029350	-32725	32210	4418.3	441830	-127	124	-2.82	-282
+844	100	10834	99745	2.53453	299.53453	151.03453	15103.45345	2.53453	299.53455	151.03453	15103.45353	2.53453	299.53453	151.03453	15103.45300	2020-01-01	2020-01-02	2020-01-01 00:14:04	2020-01-02 03:42:25	2020-01-01 00:14:04.000	2020-01-02 03:42:25.000	844	99745	50294.5	5029450	844	99745	50294.5	5029450	-32724	32211	4419.3	441930	-126	125	-1.82	-182
+845	100	10835	99746	2.53753	299.53753	151.03753	15103.75375	2.53753	299.53754	151.03753	15103.75366	2.53753	299.53753	151.03753	15103.75300	2020-01-01	2020-01-02	2020-01-01 00:14:05	2020-01-02 03:42:26	2020-01-01 00:14:05.000	2020-01-02 03:42:26.000	845	99746	50295.5	5029550	845	99746	50295.5	5029550	-32723	32212	4420.3	442030	-125	126	-0.82	-82
+846	100	10836	99747	2.54054	299.54054	151.04054	15104.05405	2.54054	299.54053	151.04053	15104.05397	2.54054	299.54054	151.04054	15104.05400	2020-01-01	2020-01-02	2020-01-01 00:14:06	2020-01-02 03:42:27	2020-01-01 00:14:06.000	2020-01-02 03:42:27.000	846	99747	50296.5	5029650	846	99747	50296.5	5029650	-32722	32213	4421.3	442130	-124	127	0.18	18
+847	100	10837	99748	2.54354	299.54354	151.04354	15104.35435	2.54354	299.54355	151.04354	15104.3546	2.54354	299.54354	151.04354	15104.35400	2020-01-01	2020-01-02	2020-01-01 00:14:07	2020-01-02 03:42:28	2020-01-01 00:14:07.000	2020-01-02 03:42:28.000	847	99748	50297.5	5029750	847	99748	50297.5	5029750	-32721	32214	4422.3	442230	-128	127	-1.38	-138
+848	100	10838	99749	2.54654	299.54654	151.04654	15104.65465	2.54654	299.54654	151.04654	15104.65425	2.54654	299.54654	151.04654	15104.65400	2020-01-01	2020-01-02	2020-01-01 00:14:08	2020-01-02 03:42:29	2020-01-01 00:14:08.000	2020-01-02 03:42:29.000	848	99749	50298.5	5029850	848	99749	50298.5	5029850	-32720	32215	4423.3	442330	-128	123	-2.94	-294
+849	100	10839	99750	2.54954	299.54954	151.04954	15104.95495	2.54954	299.54956	151.04954	15104.95499	2.54954	299.54954	151.04954	15104.95400	2020-01-01	2020-01-02	2020-01-01 00:14:09	2020-01-02 03:42:30	2020-01-01 00:14:09.000	2020-01-02 03:42:30.000	849	99750	50299.5	5029950	849	99750	50299.5	5029950	-32719	32216	4424.3	442430	-127	124	-1.94	-194
+85	102	10075	99985	0.25525	300.25525	150.25525	15175.78078	0.25525	300.25525	150.25525	15175.78046	0.25525	300.25525	150.25525	15175.78025	2020-01-01	2020-01-02	2020-01-01 00:01:25	2020-01-02 03:46:25	2020-01-01 00:01:25.000	2020-01-02 03:46:25.000	85	99985	50035	5053535	85	99985	50035	5053535	-32484	32451	4614.009900990099	466015	-128	127	-1.5940594059405941	-161
+850	100	10840	99751	2.55255	299.55255	151.05255	15105.25525	2.55255	299.55255	151.05255	15105.25514	2.55255	299.55255	151.05255	15105.25500	2020-01-01	2020-01-02	2020-01-01 00:14:10	2020-01-02 03:42:31	2020-01-01 00:14:10.000	2020-01-02 03:42:31.000	850	99751	50300.5	5030050	850	99751	50300.5	5030050	-32718	32217	4425.3	442530	-126	125	-0.94	-94
+851	100	10841	99752	2.55555	299.55555	151.05555	15105.55555	2.55555	299.55554	151.05555	15105.55547	2.55555	299.55555	151.05555	15105.55500	2020-01-01	2020-01-02	2020-01-01 00:14:11	2020-01-02 03:42:32	2020-01-01 00:14:11.000	2020-01-02 03:42:32.000	851	99752	50301.5	5030150	851	99752	50301.5	5030150	-32717	32218	4426.3	442630	-125	126	0.06	6
+852	100	10842	99753	2.55855	299.55855	151.05855	15105.85585	2.55855	299.55856	151.05856	15105.85607	2.55855	299.55855	151.05855	15105.85500	2020-01-01	2020-01-02	2020-01-01 00:14:12	2020-01-02 03:42:33	2020-01-01 00:14:12.000	2020-01-02 03:42:33.000	852	99753	50302.5	5030250	852	99753	50302.5	5030250	-32716	32219	4427.3	442730	-124	127	1.06	106
+853	100	10843	99754	2.56156	299.56156	151.06156	15106.15615	2.56156	299.56155	151.06155	15106.15571	2.56156	299.56156	151.06156	15106.15600	2020-01-01	2020-01-02	2020-01-01 00:14:13	2020-01-02 03:42:34	2020-01-01 00:14:13.000	2020-01-02 03:42:34.000	853	99754	50303.5	5030350	853	99754	50303.5	5030350	-32715	32220	4428.3	442830	-128	127	-0.5	-50
+854	100	10844	99755	2.56456	299.56456	151.06456	15106.45645	2.56456	299.56458	151.06456	15106.45646	2.56456	299.56456	151.06456	15106.45600	2020-01-01	2020-01-02	2020-01-01 00:14:14	2020-01-02 03:42:35	2020-01-01 00:14:14.000	2020-01-02 03:42:35.000	854	99755	50304.5	5030450	854	99755	50304.5	5030450	-32714	32221	4429.3	442930	-128	123	-2.06	-206
+855	100	10845	99756	2.56756	299.56756	151.06756	15106.75675	2.56756	299.56757	151.06756	15106.75661	2.56756	299.56756	151.06756	15106.75600	2020-01-01	2020-01-02	2020-01-01 00:14:15	2020-01-02 03:42:36	2020-01-01 00:14:15.000	2020-01-02 03:42:36.000	855	99756	50305.5	5030550	855	99756	50305.5	5030550	-32713	32222	4430.3	443030	-127	124	-1.06	-106
+856	100	10846	99757	2.57057	299.57057	151.07057	15107.05705	2.57057	299.57056	151.07056	15107.05694	2.57057	299.57057	151.07057	15107.05700	2020-01-01	2020-01-02	2020-01-01 00:14:16	2020-01-02 03:42:37	2020-01-01 00:14:16.000	2020-01-02 03:42:37.000	856	99757	50306.5	5030650	856	99757	50306.5	5030650	-32712	32223	4431.3	443130	-126	125	-0.06	-6
+857	100	10847	99758	2.57357	299.57357	151.07357	15107.35735	2.57357	299.57358	151.07357	15107.35754	2.57357	299.57357	151.07357	15107.35700	2020-01-01	2020-01-02	2020-01-01 00:14:17	2020-01-02 03:42:38	2020-01-01 00:14:17.000	2020-01-02 03:42:38.000	857	99758	50307.5	5030750	857	99758	50307.5	5030750	-32711	32224	4432.3	443230	-125	126	0.94	94
+858	100	10848	99759	2.57657	299.57657	151.07657	15107.65765	2.57657	299.57657	151.07657	15107.65783	2.57657	299.57657	151.07657	15107.65700	2020-01-01	2020-01-02	2020-01-01 00:14:18	2020-01-02 03:42:39	2020-01-01 00:14:18.000	2020-01-02 03:42:39.000	858	99759	50308.5	5030850	858	99759	50308.5	5030850	-32710	32225	4433.3	443330	-124	127	1.94	194
+859	100	10849	99760	2.57957	299.57957	151.07957	15107.95795	2.57957	299.5796	151.07957	15107.95794	2.57957	299.57957	151.07957	15107.95700	2020-01-01	2020-01-02	2020-01-01 00:14:19	2020-01-02 03:42:40	2020-01-01 00:14:19.000	2020-01-02 03:42:40.000	859	99760	50309.5	5030950	859	99760	50309.5	5030950	-32709	32226	4434.3	443430	-128	127	0.38	38
+86	102	10076	99986	0.25825	300.25825	150.25825	15176.08408	0.25825	300.25827	150.25825	15176.08406	0.25825	300.25825	150.25825	15176.08325	2020-01-01	2020-01-02	2020-01-01 00:01:26	2020-01-02 03:46:26	2020-01-01 00:01:26.000	2020-01-02 03:46:26.000	86	99986	50036	5053636	86	99986	50036	5053636	-32483	32452	4615.009900990099	466116	-128	123	-3.128712871287129	-316
+860	100	10850	99761	2.58258	299.58258	151.08258	15108.25825	2.58258	299.58258	151.08258	15108.25811	2.58258	299.58258	151.08258	15108.25800	2020-01-01	2020-01-02	2020-01-01 00:14:20	2020-01-02 03:42:41	2020-01-01 00:14:20.000	2020-01-02 03:42:41.000	860	99761	50310.5	5031050	860	99761	50310.5	5031050	-32708	32227	4435.3	443530	-128	123	-1.18	-118
+861	100	10851	99762	2.58558	299.58558	151.08558	15108.55855	2.58558	299.58557	151.08558	15108.55841	2.58558	299.58558	151.08558	15108.55800	2020-01-01	2020-01-02	2020-01-01 00:14:21	2020-01-02 03:42:42	2020-01-01 00:14:21.000	2020-01-02 03:42:42.000	861	99762	50311.5	5031150	861	99762	50311.5	5031150	-32707	32228	4436.3	443630	-127	124	-0.18	-18
+862	100	10852	99763	2.58858	299.58858	151.08858	15108.85885	2.58858	299.5886	151.08859	15108.85901	2.58858	299.58858	151.08858	15108.85800	2020-01-01	2020-01-02	2020-01-01 00:14:22	2020-01-02 03:42:43	2020-01-01 00:14:22.000	2020-01-02 03:42:43.000	862	99763	50312.5	5031250	862	99763	50312.5	5031250	-32706	32229	4437.3	443730	-126	125	0.82	82
+863	100	10853	99764	2.59159	299.59159	151.09159	15109.15915	2.59159	299.59158	151.09159	15109.1593	2.59159	299.59159	151.09159	15109.15900	2020-01-01	2020-01-02	2020-01-01 00:14:23	2020-01-02 03:42:44	2020-01-01 00:14:23.000	2020-01-02 03:42:44.000	863	99764	50313.5	5031350	863	99764	50313.5	5031350	-32705	32230	4438.3	443830	-125	126	1.82	182
+864	100	10854	99765	2.59459	299.59459	151.09459	15109.45945	2.59459	299.5946	151.09459	15109.45941	2.59459	299.59459	151.09459	15109.45900	2020-01-01	2020-01-02	2020-01-01 00:14:24	2020-01-02 03:42:45	2020-01-01 00:14:24.000	2020-01-02 03:42:45.000	864	99765	50314.5	5031450	864	99765	50314.5	5031450	-32704	32231	4439.3	443930	-124	127	2.82	282
+865	100	10855	99766	2.59759	299.59759	151.09759	15109.75975	2.59759	299.5976	151.09759	15109.75958	2.59759	299.59759	151.09759	15109.75900	2020-01-01	2020-01-02	2020-01-01 00:14:25	2020-01-02 03:42:46	2020-01-01 00:14:25.000	2020-01-02 03:42:46.000	865	99766	50315.5	5031550	865	99766	50315.5	5031550	-32703	32232	4440.3	444030	-128	127	1.26	126
+866	100	10856	99767	2.6006	299.6006	151.1006	15110.06006	2.6006	299.6006	151.10059	15110.05988	2.60060	299.60060	151.10060	15110.06000	2020-01-01	2020-01-02	2020-01-01 00:14:26	2020-01-02 03:42:47	2020-01-01 00:14:26.000	2020-01-02 03:42:47.000	866	99767	50316.5	5031650	866	99767	50316.5	5031650	-32702	32233	4441.3	444130	-128	127	-0.3	-30
+867	100	10857	99768	2.6036	299.6036	151.1036	15110.36036	2.6036	299.6036	151.1036	15110.36063	2.60360	299.60360	151.10360	15110.36000	2020-01-01	2020-01-02	2020-01-01 00:14:27	2020-01-02 03:42:48	2020-01-01 00:14:27.000	2020-01-02 03:42:48.000	867	99768	50317.5	5031750	867	99768	50317.5	5031750	-32701	32234	4442.3	444230	-128	123	-1.86	-186
+868	100	10858	99769	2.6066	299.6066	151.1066	15110.66066	2.6066	299.6066	151.1066	15110.66078	2.60660	299.60660	151.10660	15110.66000	2020-01-01	2020-01-02	2020-01-01 00:14:28	2020-01-02 03:42:49	2020-01-01 00:14:28.000	2020-01-02 03:42:49.000	868	99769	50318.5	5031850	868	99769	50318.5	5031850	-32700	32235	4443.3	444330	-127	124	-0.86	-86
+869	100	10859	99770	2.6096	299.6096	151.1096	15110.96096	2.6096	299.60962	151.1096	15110.96091	2.60960	299.60960	151.10960	15110.96000	2020-01-01	2020-01-02	2020-01-01 00:14:29	2020-01-02 03:42:50	2020-01-01 00:14:29.000	2020-01-02 03:42:50.000	869	99770	50319.5	5031950	869	99770	50319.5	5031950	-32699	32236	4444.3	444430	-126	125	0.14	14
+87	102	10077	99987	0.26126	300.26126	150.26126	15176.38738	0.26126	300.26126	150.26126	15176.38736	0.26126	300.26126	150.26126	15176.38726	2020-01-01	2020-01-02	2020-01-01 00:01:27	2020-01-02 03:46:27	2020-01-01 00:01:27.000	2020-01-02 03:46:27.000	87	99987	50037	5053737	87	99987	50037	5053737	-32482	32453	4616.009900990099	466217	-127	124	-2.128712871287129	-215
+870	100	10860	99771	2.61261	299.61261	151.11261	15111.26126	2.61261	299.6126	151.11261	15111.26105	2.61261	299.61261	151.11261	15111.26100	2020-01-01	2020-01-02	2020-01-01 00:14:30	2020-01-02 03:42:51	2020-01-01 00:14:30.000	2020-01-02 03:42:51.000	870	99771	50320.5	5032050	870	99771	50320.5	5032050	-32698	32237	4445.3	444530	-125	126	1.14	114
+871	100	10861	99772	2.61561	299.61561	151.11561	15111.56156	2.61561	299.6156	151.11561	15111.56135	2.61561	299.61561	151.11561	15111.56100	2020-01-01	2020-01-02	2020-01-01 00:14:31	2020-01-02 03:42:52	2020-01-01 00:14:31.000	2020-01-02 03:42:52.000	871	99772	50321.5	5032150	871	99772	50321.5	5032150	-32697	32238	4446.3	444630	-124	127	2.14	214
+872	100	10862	99773	2.61861	299.61861	151.11861	15111.86186	2.61861	299.61862	151.11862	15111.8621	2.61861	299.61861	151.11861	15111.86100	2020-01-01	2020-01-02	2020-01-01 00:14:32	2020-01-02 03:42:53	2020-01-01 00:14:32.000	2020-01-02 03:42:53.000	872	99773	50322.5	5032250	872	99773	50322.5	5032250	-32696	32239	4447.3	444730	-128	127	0.58	58
+873	100	10863	99774	2.62162	299.62162	151.12162	15112.16216	2.62162	299.6216	151.12162	15112.16224	2.62162	299.62162	151.12162	15112.16200	2020-01-01	2020-01-02	2020-01-01 00:14:33	2020-01-02 03:42:54	2020-01-01 00:14:33.000	2020-01-02 03:42:54.000	873	99774	50323.5	5032350	873	99774	50323.5	5032350	-32695	32240	4448.3	444830	-128	123	-0.98	-98
+874	100	10864	99775	2.62462	299.62462	151.12462	15112.46246	2.62462	299.62463	151.12462	15112.46238	2.62462	299.62462	151.12462	15112.46200	2020-01-01	2020-01-02	2020-01-01 00:14:34	2020-01-02 03:42:55	2020-01-01 00:14:34.000	2020-01-02 03:42:55.000	874	99775	50324.5	5032450	874	99775	50324.5	5032450	-32694	32241	4449.3	444930	-127	124	0.02	2
+875	100	10865	99776	2.62762	299.62762	151.12762	15112.76276	2.62762	299.62762	151.12762	15112.76252	2.62762	299.62762	151.12762	15112.76200	2020-01-01	2020-01-02	2020-01-01 00:14:35	2020-01-02 03:42:56	2020-01-01 00:14:35.000	2020-01-02 03:42:56.000	875	99776	50325.5	5032550	875	99776	50325.5	5032550	-32693	32242	4450.3	445030	-126	125	1.02	102
+876	100	10866	99777	2.63063	299.63063	151.13063	15113.06306	2.63063	299.63065	151.13063	15113.06327	2.63063	299.63063	151.13063	15113.06300	2020-01-01	2020-01-02	2020-01-01 00:14:36	2020-01-02 03:42:57	2020-01-01 00:14:36.000	2020-01-02 03:42:57.000	876	99777	50326.5	5032650	876	99777	50326.5	5032650	-32692	32243	4451.3	445130	-125	126	2.02	202
+877	100	10867	99778	2.63363	299.63363	151.13363	15113.36336	2.63363	299.63364	151.13363	15113.36358	2.63363	299.63363	151.13363	15113.36300	2020-01-01	2020-01-02	2020-01-01 00:14:37	2020-01-02 03:42:58	2020-01-01 00:14:37.000	2020-01-02 03:42:58.000	877	99778	50327.5	5032750	877	99778	50327.5	5032750	-32691	32244	4452.3	445230	-124	127	3.02	302
+878	100	10868	99779	2.63663	299.63663	151.13663	15113.66366	2.63663	299.63663	151.13663	15113.66371	2.63663	299.63663	151.13663	15113.66300	2020-01-01	2020-01-02	2020-01-01 00:14:38	2020-01-02 03:42:59	2020-01-01 00:14:38.000	2020-01-02 03:42:59.000	878	99779	50328.5	5032850	878	99779	50328.5	5032850	-32690	32245	4453.3	445330	-128	127	1.46	146
+879	100	10869	99780	2.63963	299.63963	151.13963	15113.96396	2.63963	299.63965	151.13963	15113.96385	2.63963	299.63963	151.13963	15113.96300	2020-01-01	2020-01-02	2020-01-01 00:14:39	2020-01-02 03:43:00	2020-01-01 00:14:39.000	2020-01-02 03:43:00.000	879	99780	50329.5	5032950	879	99780	50329.5	5032950	-32689	32246	4454.3	445430	-128	123	-0.1	-10
+88	102	10078	99988	0.26426	300.26426	150.26426	15176.69069	0.26426	300.26425	150.26426	15176.69066	0.26426	300.26426	150.26426	15176.69026	2020-01-01	2020-01-02	2020-01-01 00:01:28	2020-01-02 03:46:28	2020-01-01 00:01:28.000	2020-01-02 03:46:28.000	88	99988	50038	5053838	88	99988	50038	5053838	-32481	32454	4617.009900990099	466318	-126	125	-1.1287128712871286	-114
+880	100	10870	99781	2.64264	299.64264	151.14264	15114.26426	2.64264	299.64264	151.14263	15114.26399	2.64264	299.64264	151.14264	15114.26400	2020-01-01	2020-01-02	2020-01-01 00:14:40	2020-01-02 03:43:01	2020-01-01 00:14:40.000	2020-01-02 03:43:01.000	880	99781	50330.5	5033050	880	99781	50330.5	5033050	-32688	32247	4455.3	445530	-127	124	0.9	90
+881	100	10871	99782	2.64564	299.64564	151.14564	15114.56456	2.64564	299.64566	151.14564	15114.56474	2.64564	299.64564	151.14564	15114.56400	2020-01-01	2020-01-02	2020-01-01 00:14:41	2020-01-02 03:43:02	2020-01-01 00:14:41.000	2020-01-02 03:43:02.000	881	99782	50331.5	5033150	881	99782	50331.5	5033150	-32687	32248	4456.3	445630	-126	125	1.9	190
+882	100	10872	99783	2.64864	299.64864	151.14864	15114.86486	2.64864	299.64865	151.14865	15114.86504	2.64864	299.64864	151.14864	15114.86400	2020-01-01	2020-01-02	2020-01-01 00:14:42	2020-01-02 03:43:03	2020-01-01 00:14:42.000	2020-01-02 03:43:03.000	882	99783	50332.5	5033250	882	99783	50332.5	5033250	-32686	32249	4457.3	445730	-125	126	2.9	290
+883	100	10873	99784	2.65165	299.65165	151.15165	15115.16516	2.65165	299.65164	151.15165	15115.16522	2.65165	299.65165	151.15165	15115.16500	2020-01-01	2020-01-02	2020-01-01 00:14:43	2020-01-02 03:43:04	2020-01-01 00:14:43.000	2020-01-02 03:43:04.000	883	99784	50333.5	5033350	883	99784	50333.5	5033350	-32685	32250	4458.3	445830	-124	127	3.9	390
+884	100	10874	99785	2.65465	299.65465	151.15465	15115.46546	2.65465	299.65466	151.15465	15115.46532	2.65465	299.65465	151.15465	15115.46500	2020-01-01	2020-01-02	2020-01-01 00:14:44	2020-01-02 03:43:05	2020-01-01 00:14:44.000	2020-01-02 03:43:05.000	884	99785	50334.5	5033450	884	99785	50334.5	5033450	-32684	32251	4459.3	445930	-128	127	2.34	234
+885	100	10875	99786	2.65765	299.65765	151.15765	15115.76576	2.65765	299.65765	151.15765	15115.76562	2.65765	299.65765	151.15765	15115.76500	2020-01-01	2020-01-02	2020-01-01 00:14:45	2020-01-02 03:43:06	2020-01-01 00:14:45.000	2020-01-02 03:43:06.000	885	99786	50335.5	5033550	885	99786	50335.5	5033550	-32683	32252	4460.3	446030	-128	123	0.78	78
+886	100	10876	99787	2.66066	299.66066	151.16066	15116.06606	2.66066	299.66068	151.16066	15116.06621	2.66066	299.66066	151.16066	15116.06600	2020-01-01	2020-01-02	2020-01-01 00:14:46	2020-01-02 03:43:07	2020-01-01 00:14:46.000	2020-01-02 03:43:07.000	886	99787	50336.5	5033650	886	99787	50336.5	5033650	-32682	32253	4461.3	446130	-127	124	1.78	178
+887	100	10877	99788	2.66366	299.66366	151.16366	15116.36636	2.66366	299.66367	151.16366	15116.36651	2.66366	299.66366	151.16366	15116.36600	2020-01-01	2020-01-02	2020-01-01 00:14:47	2020-01-02 03:43:08	2020-01-01 00:14:47.000	2020-01-02 03:43:08.000	887	99788	50337.5	5033750	887	99788	50337.5	5033750	-32681	32254	4462.3	446230	-126	125	2.78	278
+888	100	10878	99789	2.66666	299.66666	151.16666	15116.66666	2.66666	299.66666	151.16666	15116.66669	2.66666	299.66666	151.16666	15116.66600	2020-01-01	2020-01-02	2020-01-01 00:14:48	2020-01-02 03:43:09	2020-01-01 00:14:48.000	2020-01-02 03:43:09.000	888	99789	50338.5	5033850	888	99789	50338.5	5033850	-32680	32255	4463.3	446330	-125	126	3.78	378
+889	100	10879	99790	2.66966	299.66966	151.16966	15116.96696	2.66966	299.66968	151.16966	15116.96679	2.66966	299.66966	151.16966	15116.96600	2020-01-01	2020-01-02	2020-01-01 00:14:49	2020-01-02 03:43:10	2020-01-01 00:14:49.000	2020-01-02 03:43:10.000	889	99790	50339.5	5033950	889	99790	50339.5	5033950	-32679	32256	4464.3	446430	-124	127	4.78	478
+89	102	10079	99989	0.26726	300.26726	150.26726	15176.99399	0.26726	300.26727	150.26727	15176.9943	0.26726	300.26726	150.26726	15176.99326	2020-01-01	2020-01-02	2020-01-01 00:01:29	2020-01-02 03:46:29	2020-01-01 00:01:29.000	2020-01-02 03:46:29.000	89	99989	50039	5053939	89	99989	50039	5053939	-32480	32455	4618.009900990099	466419	-125	126	-0.12871287128712872	-13
+890	100	10880	99791	2.67267	299.67267	151.17267	15117.26726	2.67267	299.67267	151.17267	15117.26708	2.67267	299.67267	151.17267	15117.26700	2020-01-01	2020-01-02	2020-01-01 00:14:50	2020-01-02 03:43:11	2020-01-01 00:14:50.000	2020-01-02 03:43:11.000	890	99791	50340.5	5034050	890	99791	50340.5	5034050	-32678	32257	4465.3	446530	-128	127	3.22	322
+891	100	10881	99792	2.67567	299.67567	151.17567	15117.56756	2.67567	299.6757	151.17567	15117.56768	2.67567	299.67567	151.17567	15117.56700	2020-01-01	2020-01-02	2020-01-01 00:14:51	2020-01-02 03:43:12	2020-01-01 00:14:51.000	2020-01-02 03:43:12.000	891	99792	50341.5	5034150	891	99792	50341.5	5034150	-32677	32258	4466.3	446630	-128	127	1.66	166
+892	100	10882	99793	2.67867	299.67867	151.17867	15117.86786	2.67867	299.67868	151.17868	15117.86802	2.67867	299.67867	151.17867	15117.86700	2020-01-01	2020-01-02	2020-01-01 00:14:52	2020-01-02 03:43:13	2020-01-01 00:14:52.000	2020-01-02 03:43:13.000	892	99793	50342.5	5034250	892	99793	50342.5	5034250	-32676	32259	4467.3	446730	-128	124	0.1	10
+893	100	10883	99794	2.68168	299.68168	151.18168	15118.16816	2.68168	299.68167	151.18168	15118.16816	2.68168	299.68168	151.18168	15118.16800	2020-01-01	2020-01-02	2020-01-01 00:14:53	2020-01-02 03:43:14	2020-01-01 00:14:53.000	2020-01-02 03:43:14.000	893	99794	50343.5	5034350	893	99794	50343.5	5034350	-32675	32260	4468.3	446830	-127	125	1.1	110
+894	100	10884	99795	2.68468	299.68468	151.18468	15118.46846	2.68468	299.6847	151.18468	15118.46826	2.68468	299.68468	151.18468	15118.46800	2020-01-01	2020-01-02	2020-01-01 00:14:54	2020-01-02 03:43:15	2020-01-01 00:14:54.000	2020-01-02 03:43:15.000	894	99795	50344.5	5034450	894	99795	50344.5	5034450	-32674	32261	4469.3	446930	-126	126	2.1	210
+895	100	10885	99796	2.68768	299.68768	151.18768	15118.76876	2.68768	299.68768	151.18768	15118.76855	2.68768	299.68768	151.18768	15118.76800	2020-01-01	2020-01-02	2020-01-01 00:14:55	2020-01-02 03:43:16	2020-01-01 00:14:55.000	2020-01-02 03:43:16.000	895	99796	50345.5	5034550	895	99796	50345.5	5034550	-32673	32262	4470.3	447030	-125	127	3.1	310
+896	100	10886	99797	2.69069	299.69069	151.19069	15119.06906	2.69069	299.6907	151.19069	15119.06915	2.69069	299.69069	151.19069	15119.06900	2020-01-01	2020-01-02	2020-01-01 00:14:56	2020-01-02 03:43:17	2020-01-01 00:14:56.000	2020-01-02 03:43:17.000	896	99797	50346.5	5034650	896	99797	50346.5	5034650	-32672	32263	4471.3	447130	-128	127	1.54	154
+897	100	10887	99798	2.69369	299.69369	151.19369	15119.36936	2.69369	299.6937	151.19369	15119.36949	2.69369	299.69369	151.19369	15119.36900	2020-01-01	2020-01-02	2020-01-01 00:14:57	2020-01-02 03:43:18	2020-01-01 00:14:57.000	2020-01-02 03:43:18.000	897	99798	50347.5	5034750	897	99798	50347.5	5034750	-32671	32264	4472.3	447230	-128	127	-0.02	-2
+898	100	10888	99799	2.69669	299.69669	151.19669	15119.66966	2.69669	299.6967	151.19669	15119.66963	2.69669	299.69669	151.19669	15119.66900	2020-01-01	2020-01-02	2020-01-01 00:14:58	2020-01-02 03:43:19	2020-01-01 00:14:58.000	2020-01-02 03:43:19.000	898	99799	50348.5	5034850	898	99799	50348.5	5034850	-32670	32265	4473.3	447330	-128	123	-1.58	-158
+899	100	10889	99800	2.69969	299.69969	151.19969	15119.96996	2.69969	299.6997	151.1997	15119.97038	2.69969	299.69969	151.19969	15119.96900	2020-01-01	2020-01-02	2020-01-01 00:14:59	2020-01-02 03:43:20	2020-01-01 00:14:59.000	2020-01-02 03:43:20.000	899	99800	50349.5	5034950	899	99800	50349.5	5034950	-32669	32266	4474.3	447430	-127	124	-0.58	-58
+9	102	1008	9999	0.02702	300.02702	150.02702	15152.72972	0.02702	300.02704	150.02702	15152.72966	0.02702	300.02702	150.02702	15152.72902	2020-01-01	2020-01-02	2020-01-01 00:00:09	2020-01-02 03:45:09	2020-01-01 00:00:09.000	2020-01-02 03:45:09.000	9	99909	49959	5045859	9	99909	49959	5045859	-32560	32375	4538.009900990099	458339	-124	127	0.9801980198019802	99
+90	102	10080	99990	0.27027	300.27027	150.27027	15177.29729	0.27027	300.27026	150.27026	15177.29694	0.27027	300.27027	150.27027	15177.29727	2020-01-01	2020-01-02	2020-01-01 00:01:30	2020-01-02 03:46:30	2020-01-01 00:01:30.000	2020-01-02 03:46:30.000	90	99990	50040	5054040	90	99990	50040	5054040	-32479	32456	4619.009900990099	466520	-124	127	0.8712871287128713	88
+900	100	10890	99801	2.7027	299.7027	151.2027	15120.27027	2.7027	299.7027	151.2027	15120.27003	2.70270	299.70270	151.20270	15120.27000	2020-01-01	2020-01-02	2020-01-01 00:15:00	2020-01-02 03:43:21	2020-01-01 00:15:00.000	2020-01-02 03:43:21.000	900	99801	50350.5	5035050	900	99801	50350.5	5035050	-32668	32267	4475.3	447530	-126	125	0.42	42
+901	100	10891	99802	2.7057	299.7057	151.2057	15120.57057	2.7057	299.70572	151.2057	15120.57066	2.70570	299.70570	151.20570	15120.57000	2020-01-01	2020-01-02	2020-01-01 00:15:01	2020-01-02 03:43:22	2020-01-01 00:15:01.000	2020-01-02 03:43:22.000	901	99802	50351.5	5035150	901	99802	50351.5	5035150	-32667	32268	4476.3	447630	-125	126	1.42	142
+902	100	10892	99803	2.7087	299.7087	151.2087	15120.87087	2.7087	299.7087	151.2087	15120.87095	2.70870	299.70870	151.20870	15120.87000	2020-01-01	2020-01-02	2020-01-01 00:15:02	2020-01-02 03:43:23	2020-01-01 00:15:02.000	2020-01-02 03:43:23.000	902	99803	50352.5	5035250	902	99803	50352.5	5035250	-32666	32269	4477.3	447730	-124	127	2.42	242
+903	100	10893	99804	2.71171	299.71171	151.21171	15121.17117	2.71171	299.7117	151.21171	15121.1711	2.71171	299.71171	151.21171	15121.17100	2020-01-01	2020-01-02	2020-01-01 00:15:03	2020-01-02 03:43:24	2020-01-01 00:15:03.000	2020-01-02 03:43:24.000	903	99804	50353.5	5035350	903	99804	50353.5	5035350	-32665	32270	4478.3	447830	-128	127	0.86	86
+904	100	10894	99805	2.71471	299.71471	151.21471	15121.47147	2.71471	299.71472	151.21471	15121.47185	2.71471	299.71471	151.21471	15121.47100	2020-01-01	2020-01-02	2020-01-01 00:15:04	2020-01-02 03:43:25	2020-01-01 00:15:04.000	2020-01-02 03:43:25.000	904	99805	50354.5	5035450	904	99805	50354.5	5035450	-32664	32271	4479.3	447930	-128	123	-0.7	-70
+905	100	10895	99806	2.71771	299.71771	151.21771	15121.77177	2.71771	299.7177	151.21771	15121.77149	2.71771	299.71771	151.21771	15121.77100	2020-01-01	2020-01-02	2020-01-01 00:15:05	2020-01-02 03:43:26	2020-01-01 00:15:05.000	2020-01-02 03:43:26.000	905	99806	50355.5	5035550	905	99806	50355.5	5035550	-32663	32272	4480.3	448030	-127	124	0.3	30
+906	100	10896	99807	2.72072	299.72072	151.22072	15122.07207	2.72072	299.72073	151.22072	15122.07212	2.72072	299.72072	151.22072	15122.07200	2020-01-01	2020-01-02	2020-01-01 00:15:06	2020-01-02 03:43:27	2020-01-01 00:15:06.000	2020-01-02 03:43:27.000	906	99807	50356.5	5035650	906	99807	50356.5	5035650	-32662	32273	4481.3	448130	-126	125	1.3	130
+907	100	10897	99808	2.72372	299.72372	151.22372	15122.37237	2.72372	299.72372	151.22372	15122.37243	2.72372	299.72372	151.22372	15122.37200	2020-01-01	2020-01-02	2020-01-01 00:15:07	2020-01-02 03:43:28	2020-01-01 00:15:07.000	2020-01-02 03:43:28.000	907	99808	50357.5	5035750	907	99808	50357.5	5035750	-32661	32274	4482.3	448230	-125	126	2.3	230
+908	100	10898	99809	2.72672	299.72672	151.22672	15122.67267	2.72672	299.7267	151.22672	15122.67272	2.72672	299.72672	151.22672	15122.67200	2020-01-01	2020-01-02	2020-01-01 00:15:08	2020-01-02 03:43:29	2020-01-01 00:15:08.000	2020-01-02 03:43:29.000	908	99809	50358.5	5035850	908	99809	50358.5	5035850	-32660	32275	4483.3	448330	-124	127	3.3	330
+909	100	10899	99810	2.72972	299.72972	151.22972	15122.97297	2.72972	299.72974	151.22973	15122.97332	2.72972	299.72972	151.22972	15122.97200	2020-01-01	2020-01-02	2020-01-01 00:15:09	2020-01-02 03:43:30	2020-01-01 00:15:09.000	2020-01-02 03:43:30.000	909	99810	50359.5	5035950	909	99810	50359.5	5035950	-32659	32276	4484.3	448430	-128	127	1.74	174
+91	102	10081	99991	0.27327	300.27327	150.27327	15177.6006	0.27327	300.2733	150.27327	15177.60054	0.27327	300.27327	150.27327	15177.60027	2020-01-01	2020-01-02	2020-01-01 00:01:31	2020-01-02 03:46:31	2020-01-01 00:01:31.000	2020-01-02 03:46:31.000	91	99991	50041	5054141	91	99991	50041	5054141	-32478	32457	4620.009900990099	466621	-128	127	-0.6633663366336634	-67
+910	100	10900	99811	2.73273	299.73273	151.23273	15123.27327	2.73273	299.73273	151.23272	15123.27296	2.73273	299.73273	151.23273	15123.27300	2020-01-01	2020-01-02	2020-01-01 00:15:10	2020-01-02 03:43:31	2020-01-01 00:15:10.000	2020-01-02 03:43:31.000	910	99811	50360.5	5036050	910	99811	50360.5	5036050	-32658	32277	4485.3	448530	-128	123	0.18	18
+911	100	10901	99812	2.73573	299.73573	151.23573	15123.57357	2.73573	299.73575	151.23573	15123.57359	2.73573	299.73573	151.23573	15123.57300	2020-01-01	2020-01-02	2020-01-01 00:15:11	2020-01-02 03:43:32	2020-01-01 00:15:11.000	2020-01-02 03:43:32.000	911	99812	50361.5	5036150	911	99812	50361.5	5036150	-32657	32278	4486.3	448630	-127	124	1.18	118
+912	100	10902	99813	2.73873	299.73873	151.23873	15123.87387	2.73873	299.73874	151.23873	15123.8739	2.73873	299.73873	151.23873	15123.87300	2020-01-01	2020-01-02	2020-01-01 00:15:12	2020-01-02 03:43:33	2020-01-01 00:15:12.000	2020-01-02 03:43:33.000	912	99813	50362.5	5036250	912	99813	50362.5	5036250	-32656	32279	4487.3	448730	-126	125	2.18	218
+913	100	10903	99814	2.74174	299.74174	151.24174	15124.17417	2.74174	299.74173	151.24174	15124.17419	2.74174	299.74174	151.24174	15124.17400	2020-01-01	2020-01-02	2020-01-01 00:15:13	2020-01-02 03:43:34	2020-01-01 00:15:13.000	2020-01-02 03:43:34.000	913	99814	50363.5	5036350	913	99814	50363.5	5036350	-32655	32280	4488.3	448830	-125	126	3.18	318
+914	100	10904	99815	2.74474	299.74474	151.24474	15124.47447	2.74474	299.74475	151.24474	15124.47479	2.74474	299.74474	151.24474	15124.47400	2020-01-01	2020-01-02	2020-01-01 00:15:14	2020-01-02 03:43:35	2020-01-01 00:15:14.000	2020-01-02 03:43:35.000	914	99815	50364.5	5036450	914	99815	50364.5	5036450	-32654	32281	4489.3	448930	-124	127	4.18	418
+915	100	10905	99816	2.74774	299.74774	151.24774	15124.77477	2.74774	299.74774	151.24774	15124.77447	2.74774	299.74774	151.24774	15124.77400	2020-01-01	2020-01-02	2020-01-01 00:15:15	2020-01-02 03:43:36	2020-01-01 00:15:15.000	2020-01-02 03:43:36.000	915	99816	50365.5	5036550	915	99816	50365.5	5036550	-32653	32282	4490.3	449030	-128	127	2.62	262
+916	100	10906	99817	2.75075	299.75075	151.25075	15125.07507	2.75075	299.75076	151.25075	15125.07507	2.75075	299.75075	151.25075	15125.07500	2020-01-01	2020-01-02	2020-01-01 00:15:16	2020-01-02 03:43:37	2020-01-01 00:15:16.000	2020-01-02 03:43:37.000	916	99817	50366.5	5036650	916	99817	50366.5	5036650	-32652	32283	4491.3	449130	-128	127	1.06	106
+917	100	10907	99818	2.75375	299.75375	151.25375	15125.37537	2.75375	299.75375	151.25375	15125.37536	2.75375	299.75375	151.25375	15125.37500	2020-01-01	2020-01-02	2020-01-01 00:15:17	2020-01-02 03:43:38	2020-01-01 00:15:17.000	2020-01-02 03:43:38.000	917	99818	50367.5	5036750	917	99818	50367.5	5036750	-32651	32284	4492.3	449230	-128	124	-0.5	-50
+918	100	10908	99819	2.75675	299.75675	151.25675	15125.67567	2.75675	299.75674	151.25675	15125.67566	2.75675	299.75675	151.25675	15125.67500	2020-01-01	2020-01-02	2020-01-01 00:15:18	2020-01-02 03:43:39	2020-01-01 00:15:18.000	2020-01-02 03:43:39.000	918	99819	50368.5	5036850	918	99819	50368.5	5036850	-32650	32285	4493.3	449330	-127	125	0.5	50
+919	100	10909	99820	2.75975	299.75975	151.25975	15125.97597	2.75975	299.75977	151.25976	15125.97626	2.75975	299.75975	151.25975	15125.97500	2020-01-01	2020-01-02	2020-01-01 00:15:19	2020-01-02 03:43:40	2020-01-01 00:15:19.000	2020-01-02 03:43:40.000	919	99820	50369.5	5036950	919	99820	50369.5	5036950	-32649	32286	4494.3	449430	-126	126	1.5	150
+92	102	10082	99992	0.27627	300.27627	150.27627	15177.9039	0.27627	300.27628	150.27627	15177.90384	0.27627	300.27627	150.27627	15177.90327	2020-01-01	2020-01-02	2020-01-01 00:01:32	2020-01-02 03:46:32	2020-01-01 00:01:32.000	2020-01-02 03:46:32.000	92	99992	50042	5054242	92	99992	50042	5054242	-32477	32458	4621.009900990099	466722	-128	123	-2.198019801980198	-222
+920	100	10910	99821	2.76276	299.76276	151.26276	15126.27627	2.76276	299.76276	151.26275	15126.27594	2.76276	299.76276	151.26276	15126.27600	2020-01-01	2020-01-02	2020-01-01 00:15:20	2020-01-02 03:43:41	2020-01-01 00:15:20.000	2020-01-02 03:43:41.000	920	99821	50370.5	5037050	920	99821	50370.5	5037050	-32648	32287	4495.3	449530	-125	127	2.5	250
+921	100	10911	99822	2.76576	299.76576	151.26576	15126.57657	2.76576	299.76578	151.26576	15126.57654	2.76576	299.76576	151.26576	15126.57600	2020-01-01	2020-01-02	2020-01-01 00:15:21	2020-01-02 03:43:42	2020-01-01 00:15:21.000	2020-01-02 03:43:42.000	921	99822	50371.5	5037150	921	99822	50371.5	5037150	-32647	32288	4496.3	449630	-128	127	0.94	94
+922	100	10912	99823	2.76876	299.76876	151.26876	15126.87687	2.76876	299.76877	151.26876	15126.87683	2.76876	299.76876	151.26876	15126.87600	2020-01-01	2020-01-02	2020-01-01 00:15:22	2020-01-02 03:43:43	2020-01-01 00:15:22.000	2020-01-02 03:43:43.000	922	99823	50372.5	5037250	922	99823	50372.5	5037250	-32646	32289	4497.3	449730	-128	127	-0.62	-62
+923	100	10913	99824	2.77177	299.77177	151.27177	15127.17717	2.77177	299.77176	151.27177	15127.17713	2.77177	299.77177	151.27177	15127.17700	2020-01-01	2020-01-02	2020-01-01 00:15:23	2020-01-02 03:43:44	2020-01-01 00:15:23.000	2020-01-02 03:43:44.000	923	99824	50373.5	5037350	923	99824	50373.5	5037350	-32645	32290	4498.3	449830	-128	123	-2.18	-218
+924	100	10914	99825	2.77477	299.77477	151.27477	15127.47747	2.77477	299.77478	151.27477	15127.47776	2.77477	299.77477	151.27477	15127.47700	2020-01-01	2020-01-02	2020-01-01 00:15:24	2020-01-02 03:43:45	2020-01-01 00:15:24.000	2020-01-02 03:43:45.000	924	99825	50374.5	5037450	924	99825	50374.5	5037450	-32644	32291	4499.3	449930	-127	124	-1.18	-118
+925	100	10915	99826	2.77777	299.77777	151.27777	15127.77777	2.77777	299.77777	151.27777	15127.77741	2.77777	299.77777	151.27777	15127.77700	2020-01-01	2020-01-02	2020-01-01 00:15:25	2020-01-02 03:43:46	2020-01-01 00:15:25.000	2020-01-02 03:43:46.000	925	99826	50375.5	5037550	925	99826	50375.5	5037550	-32643	32292	4500.3	450030	-126	125	-0.18	-18
+926	100	10916	99827	2.78078	299.78078	151.28078	15128.07807	2.78078	299.7808	151.28078	15128.078	2.78078	299.78078	151.28078	15128.07800	2020-01-01	2020-01-02	2020-01-01 00:15:26	2020-01-02 03:43:47	2020-01-01 00:15:26.000	2020-01-02 03:43:47.000	926	99827	50376.5	5037650	926	99827	50376.5	5037650	-32642	32293	4501.3	450130	-125	126	0.82	82
+927	100	10917	99828	2.78378	299.78378	151.28378	15128.37837	2.78378	299.78378	151.28378	15128.3783	2.78378	299.78378	151.28378	15128.37800	2020-01-01	2020-01-02	2020-01-01 00:15:27	2020-01-02 03:43:48	2020-01-01 00:15:27.000	2020-01-02 03:43:48.000	927	99828	50377.5	5037750	927	99828	50377.5	5037750	-32641	32294	4502.3	450230	-124	127	1.82	182
+928	100	10918	99829	2.78678	299.78678	151.28678	15128.67867	2.78678	299.78677	151.28678	15128.6786	2.78678	299.78678	151.28678	15128.67800	2020-01-01	2020-01-02	2020-01-01 00:15:28	2020-01-02 03:43:49	2020-01-01 00:15:28.000	2020-01-02 03:43:49.000	928	99829	50378.5	5037850	928	99829	50378.5	5037850	-32640	32295	4503.3	450330	-128	127	0.26	26
+929	100	10919	99830	2.78978	299.78978	151.28978	15128.97897	2.78978	299.7898	151.28979	15128.97923	2.78978	299.78978	151.28978	15128.97800	2020-01-01	2020-01-02	2020-01-01 00:15:29	2020-01-02 03:43:50	2020-01-01 00:15:29.000	2020-01-02 03:43:50.000	929	99830	50379.5	5037950	929	99830	50379.5	5037950	-32639	32296	4504.3	450430	-128	123	-1.3	-130
+93	102	10083	99993	0.27927	300.27927	150.27927	15178.2072	0.27927	300.27927	150.27927	15178.20715	0.27927	300.27927	150.27927	15178.20627	2020-01-01	2020-01-02	2020-01-01 00:01:33	2020-01-02 03:46:33	2020-01-01 00:01:33.000	2020-01-02 03:46:33.000	93	99993	50043	5054343	93	99993	50043	5054343	-32476	32459	4622.009900990099	466823	-127	124	-1.198019801980198	-121
+930	100	10920	99831	2.79279	299.79279	151.29279	15129.27927	2.79279	299.7928	151.29278	15129.27888	2.79279	299.79279	151.29279	15129.27900	2020-01-01	2020-01-02	2020-01-01 00:15:30	2020-01-02 03:43:51	2020-01-01 00:15:30.000	2020-01-02 03:43:51.000	930	99831	50380.5	5038050	930	99831	50380.5	5038050	-32638	32297	4505.3	450530	-127	124	-0.3	-30
+931	100	10921	99832	2.79579	299.79579	151.29579	15129.57957	2.79579	299.7958	151.29579	15129.57963	2.79579	299.79579	151.29579	15129.57900	2020-01-01	2020-01-02	2020-01-01 00:15:31	2020-01-02 03:43:52	2020-01-01 00:15:31.000	2020-01-02 03:43:52.000	931	99832	50381.5	5038150	931	99832	50381.5	5038150	-32637	32298	4506.3	450630	-126	125	0.7	70
+932	100	10922	99833	2.79879	299.79879	151.29879	15129.87987	2.79879	299.7988	151.29879	15129.87977	2.79879	299.79879	151.29879	15129.87900	2020-01-01	2020-01-02	2020-01-01 00:15:32	2020-01-02 03:43:53	2020-01-01 00:15:32.000	2020-01-02 03:43:53.000	932	99833	50382.5	5038250	932	99833	50382.5	5038250	-32636	32299	4507.3	450730	-125	126	1.7	170
+933	100	10923	99834	2.8018	299.8018	151.3018	15130.18018	2.8018	299.8018	151.3018	15130.18011	2.80180	299.80180	151.30180	15130.18000	2020-01-01	2020-01-02	2020-01-01 00:15:33	2020-01-02 03:43:54	2020-01-01 00:15:33.000	2020-01-02 03:43:54.000	933	99834	50383.5	5038350	933	99834	50383.5	5038350	-32635	32300	4508.3	450830	-124	127	2.7	270
+934	100	10924	99835	2.8048	299.8048	151.3048	15130.48048	2.8048	299.8048	151.3048	15130.48071	2.80480	299.80480	151.30480	15130.48000	2020-01-01	2020-01-02	2020-01-01 00:15:34	2020-01-02 03:43:55	2020-01-01 00:15:34.000	2020-01-02 03:43:55.000	934	99835	50384.5	5038450	934	99835	50384.5	5038450	-32634	32301	4509.3	450930	-128	127	1.14	114
+935	100	10925	99836	2.8078	299.8078	151.3078	15130.78078	2.8078	299.8078	151.3078	15130.78034	2.80780	299.80780	151.30780	15130.78000	2020-01-01	2020-01-02	2020-01-01 00:15:35	2020-01-02 03:43:56	2020-01-01 00:15:35.000	2020-01-02 03:43:56.000	935	99836	50385.5	5038550	935	99836	50385.5	5038550	-32633	32302	4510.3	451030	-128	123	-0.42	-42
+936	100	10926	99837	2.81081	299.81081	151.31081	15131.08108	2.81081	299.81082	151.31081	15131.0811	2.81081	299.81081	151.31081	15131.08100	2020-01-01	2020-01-02	2020-01-01 00:15:36	2020-01-02 03:43:57	2020-01-01 00:15:36.000	2020-01-02 03:43:57.000	936	99837	50386.5	5038650	936	99837	50386.5	5038650	-32632	32303	4511.3	451130	-127	124	0.58	58
+937	100	10927	99838	2.81381	299.81381	151.31381	15131.38138	2.81381	299.8138	151.31381	15131.38124	2.81381	299.81381	151.31381	15131.38100	2020-01-01	2020-01-02	2020-01-01 00:15:37	2020-01-02 03:43:58	2020-01-01 00:15:37.000	2020-01-02 03:43:58.000	937	99838	50387.5	5038750	937	99838	50387.5	5038750	-32631	32304	4512.3	451230	-126	125	1.58	158
+938	100	10928	99839	2.81681	299.81681	151.31681	15131.68168	2.81681	299.8168	151.31681	15131.68157	2.81681	299.81681	151.31681	15131.68100	2020-01-01	2020-01-02	2020-01-01 00:15:38	2020-01-02 03:43:59	2020-01-01 00:15:38.000	2020-01-02 03:43:59.000	938	99839	50388.5	5038850	938	99839	50388.5	5038850	-32630	32305	4513.3	451330	-125	126	2.58	258
+939	100	10929	99840	2.81981	299.81981	151.31981	15131.98198	2.81982	299.81982	151.31982	15131.98217	2.81981	299.81981	151.31981	15131.98100	2020-01-01	2020-01-02	2020-01-01 00:15:39	2020-01-02 03:44:00	2020-01-01 00:15:39.000	2020-01-02 03:44:00.000	939	99840	50389.5	5038950	939	99840	50389.5	5038950	-32629	32306	4514.3	451430	-124	127	3.58	358
+94	102	10084	99994	0.28228	300.28228	150.28228	15178.51051	0.28228	300.2823	150.28228	15178.51078	0.28228	300.28228	150.28228	15178.51028	2020-01-01	2020-01-02	2020-01-01 00:01:34	2020-01-02 03:46:34	2020-01-01 00:01:34.000	2020-01-02 03:46:34.000	94	99994	50044	5054444	94	99994	50044	5054444	-32475	32460	4623.009900990099	466924	-126	125	-0.19801980198019803	-20
+940	100	10930	99841	2.82282	299.82282	151.32282	15132.28228	2.82282	299.8228	151.32282	15132.28247	2.82282	299.82282	151.32282	15132.28200	2020-01-01	2020-01-02	2020-01-01 00:15:40	2020-01-02 03:44:01	2020-01-01 00:15:40.000	2020-01-02 03:44:01.000	940	99841	50390.5	5039050	940	99841	50390.5	5039050	-32628	32307	4515.3	451530	-128	127	2.02	202
+941	100	10931	99842	2.82582	299.82582	151.32582	15132.58258	2.82582	299.82584	151.32582	15132.58257	2.82582	299.82582	151.32582	15132.58200	2020-01-01	2020-01-02	2020-01-01 00:15:41	2020-01-02 03:44:02	2020-01-01 00:15:41.000	2020-01-02 03:44:02.000	941	99842	50391.5	5039150	941	99842	50391.5	5039150	-32627	32308	4516.3	451630	-128	127	0.46	46
+942	100	10932	99843	2.82882	299.82882	151.32882	15132.88288	2.82882	299.82883	151.32882	15132.88275	2.82882	299.82882	151.32882	15132.88200	2020-01-01	2020-01-02	2020-01-01 00:15:42	2020-01-02 03:44:03	2020-01-01 00:15:42.000	2020-01-02 03:44:03.000	942	99843	50392.5	5039250	942	99843	50392.5	5039250	-32626	32309	4517.3	451730	-128	124	-1.1	-110
+943	100	10933	99844	2.83183	299.83183	151.33183	15133.18318	2.83183	299.83182	151.33183	15133.18304	2.83183	299.83183	151.33183	15133.18300	2020-01-01	2020-01-02	2020-01-01 00:15:43	2020-01-02 03:44:04	2020-01-01 00:15:43.000	2020-01-02 03:44:04.000	943	99844	50393.5	5039350	943	99844	50393.5	5039350	-32625	32310	4518.3	451830	-127	125	-0.1	-10
+944	100	10934	99845	2.83483	299.83483	151.33483	15133.48348	2.83483	299.83484	151.33483	15133.48364	2.83483	299.83483	151.33483	15133.48300	2020-01-01	2020-01-02	2020-01-01 00:15:44	2020-01-02 03:44:05	2020-01-01 00:15:44.000	2020-01-02 03:44:05.000	944	99845	50394.5	5039450	944	99845	50394.5	5039450	-32624	32311	4519.3	451930	-126	126	0.9	90
+945	100	10935	99846	2.83783	299.83783	151.33783	15133.78378	2.83783	299.83783	151.33783	15133.78393	2.83783	299.83783	151.33783	15133.78300	2020-01-01	2020-01-02	2020-01-01 00:15:45	2020-01-02 03:44:06	2020-01-01 00:15:45.000	2020-01-02 03:44:06.000	945	99846	50395.5	5039550	945	99846	50395.5	5039550	-32623	32312	4520.3	452030	-125	127	1.9	190
+946	100	10936	99847	2.84084	299.84084	151.34084	15134.08408	2.84084	299.84085	151.34084	15134.08404	2.84084	299.84084	151.34084	15134.08400	2020-01-01	2020-01-02	2020-01-01 00:15:46	2020-01-02 03:44:07	2020-01-01 00:15:46.000	2020-01-02 03:44:07.000	946	99847	50396.5	5039650	946	99847	50396.5	5039650	-32622	32313	4521.3	452130	-128	127	0.34	34
+947	100	10937	99848	2.84384	299.84384	151.34384	15134.38438	2.84384	299.84384	151.34384	15134.38421	2.84384	299.84384	151.34384	15134.38400	2020-01-01	2020-01-02	2020-01-01 00:15:47	2020-01-02 03:44:08	2020-01-01 00:15:47.000	2020-01-02 03:44:08.000	947	99848	50397.5	5039750	947	99848	50397.5	5039750	-32621	32314	4522.3	452230	-128	127	-1.22	-122
+948	100	10938	99849	2.84684	299.84684	151.34684	15134.68468	2.84684	299.84683	151.34684	15134.68452	2.84684	299.84684	151.34684	15134.68400	2020-01-01	2020-01-02	2020-01-01 00:15:48	2020-01-02 03:44:09	2020-01-01 00:15:48.000	2020-01-02 03:44:09.000	948	99849	50398.5	5039850	948	99849	50398.5	5039850	-32620	32315	4523.3	452330	-128	123	-2.78	-278
+949	100	10939	99850	2.84984	299.84984	151.34984	15134.98498	2.84985	299.84985	151.34985	15134.98527	2.84984	299.84984	151.34984	15134.98400	2020-01-01	2020-01-02	2020-01-01 00:15:49	2020-01-02 03:44:10	2020-01-01 00:15:49.000	2020-01-02 03:44:10.000	949	99850	50399.5	5039950	949	99850	50399.5	5039950	-32619	32316	4524.3	452430	-127	124	-1.78	-178
+95	102	10085	99995	0.28528	300.28528	150.28528	15178.81381	0.28528	300.28528	150.28528	15178.81343	0.28528	300.28528	150.28528	15178.81328	2020-01-01	2020-01-02	2020-01-01 00:01:35	2020-01-02 03:46:35	2020-01-01 00:01:35.000	2020-01-02 03:46:35.000	95	99995	50045	5054545	95	99995	50045	5054545	-32474	32461	4624.009900990099	467025	-125	126	0.801980198019802	81
+950	100	10940	99851	2.85285	299.85285	151.35285	15135.28528	2.85285	299.85284	151.35285	15135.28541	2.85285	299.85285	151.35285	15135.28500	2020-01-01	2020-01-02	2020-01-01 00:15:50	2020-01-02 03:44:11	2020-01-01 00:15:50.000	2020-01-02 03:44:11.000	950	99851	50400.5	5040050	950	99851	50400.5	5040050	-32618	32317	4525.3	452530	-126	125	-0.78	-78
+951	100	10941	99852	2.85585	299.85585	151.35585	15135.58558	2.85585	299.85587	151.35585	15135.58551	2.85585	299.85585	151.35585	15135.58500	2020-01-01	2020-01-02	2020-01-01 00:15:51	2020-01-02 03:44:12	2020-01-01 00:15:51.000	2020-01-02 03:44:12.000	951	99852	50401.5	5040150	951	99852	50401.5	5040150	-32617	32318	4526.3	452630	-125	126	0.22	22
+952	100	10942	99853	2.85885	299.85885	151.35885	15135.88588	2.85885	299.85886	151.35885	15135.88568	2.85885	299.85885	151.35885	15135.88500	2020-01-01	2020-01-02	2020-01-01 00:15:52	2020-01-02 03:44:13	2020-01-01 00:15:52.000	2020-01-02 03:44:13.000	952	99853	50402.5	5040250	952	99853	50402.5	5040250	-32616	32319	4527.3	452730	-124	127	1.22	122
+953	100	10943	99854	2.86186	299.86186	151.36186	15136.18618	2.86186	299.86185	151.36185	15136.18598	2.86186	299.86186	151.36186	15136.18600	2020-01-01	2020-01-02	2020-01-01 00:15:53	2020-01-02 03:44:14	2020-01-01 00:15:53.000	2020-01-02 03:44:14.000	953	99854	50403.5	5040350	953	99854	50403.5	5040350	-32615	32320	4528.3	452830	-128	127	-0.34	-34
+954	100	10944	99855	2.86486	299.86486	151.36486	15136.48648	2.86486	299.86487	151.36486	15136.48674	2.86486	299.86486	151.36486	15136.48600	2020-01-01	2020-01-02	2020-01-01 00:15:54	2020-01-02 03:44:15	2020-01-01 00:15:54.000	2020-01-02 03:44:15.000	954	99855	50404.5	5040450	954	99855	50404.5	5040450	-32614	32321	4529.3	452930	-128	123	-1.9	-190
+955	100	10945	99856	2.86786	299.86786	151.36786	15136.78678	2.86786	299.86786	151.36786	15136.78688	2.86786	299.86786	151.36786	15136.78600	2020-01-01	2020-01-02	2020-01-01 00:15:55	2020-01-02 03:44:16	2020-01-01 00:15:55.000	2020-01-02 03:44:16.000	955	99856	50405.5	5040550	955	99856	50405.5	5040550	-32613	32322	4530.3	453030	-127	124	-0.9	-90
+956	100	10946	99857	2.87087	299.87087	151.37087	15137.08708	2.87087	299.87088	151.37087	15137.08701	2.87087	299.87087	151.37087	15137.08700	2020-01-01	2020-01-02	2020-01-01 00:15:56	2020-01-02 03:44:17	2020-01-01 00:15:56.000	2020-01-02 03:44:17.000	956	99857	50406.5	5040650	956	99857	50406.5	5040650	-32612	32323	4531.3	453130	-126	125	0.1	10
+957	100	10947	99858	2.87387	299.87387	151.37387	15137.38738	2.87387	299.87387	151.37387	15137.38716	2.87387	299.87387	151.37387	15137.38700	2020-01-01	2020-01-02	2020-01-01 00:15:57	2020-01-02 03:44:18	2020-01-01 00:15:57.000	2020-01-02 03:44:18.000	957	99858	50407.5	5040750	957	99858	50407.5	5040750	-32611	32324	4532.3	453230	-125	126	1.1	110
+958	100	10948	99859	2.87687	299.87687	151.37687	15137.68768	2.87687	299.8769	151.37687	15137.68791	2.87687	299.87687	151.37687	15137.68700	2020-01-01	2020-01-02	2020-01-01 00:15:58	2020-01-02 03:44:19	2020-01-01 00:15:58.000	2020-01-02 03:44:19.000	958	99859	50408.5	5040850	958	99859	50408.5	5040850	-32610	32325	4533.3	453330	-124	127	2.1	210
+959	100	10949	99860	2.87987	299.87987	151.37987	15137.98798	2.87988	299.87988	151.37988	15137.9882	2.87987	299.87987	151.37987	15137.98700	2020-01-01	2020-01-02	2020-01-01 00:15:59	2020-01-02 03:44:20	2020-01-01 00:15:59.000	2020-01-02 03:44:20.000	959	99860	50409.5	5040950	959	99860	50409.5	5040950	-32609	32326	4534.3	453430	-128	127	0.54	54
+96	102	10086	99996	0.28828	300.28828	150.28828	15179.11711	0.28828	300.2883	150.28828	15179.11718	0.28828	300.28828	150.28828	15179.11628	2020-01-01	2020-01-02	2020-01-01 00:01:36	2020-01-02 03:46:36	2020-01-01 00:01:36.000	2020-01-02 03:46:36.000	96	99996	50046	5054646	96	99996	50046	5054646	-32473	32462	4625.009900990099	467126	-124	127	1.801980198019802	182
+960	100	10950	99861	2.88288	299.88288	151.38288	15138.28828	2.88288	299.88287	151.38288	15138.28834	2.88288	299.88288	151.38288	15138.28800	2020-01-01	2020-01-02	2020-01-01 00:16:00	2020-01-02 03:44:21	2020-01-01 00:16:00.000	2020-01-02 03:44:21.000	960	99861	50410.5	5041050	960	99861	50410.5	5041050	-32608	32327	4535.3	453530	-128	123	-1.02	-102
+961	100	10951	99862	2.88588	299.88588	151.38588	15138.58858	2.88588	299.8859	151.38588	15138.58848	2.88588	299.88588	151.38588	15138.58800	2020-01-01	2020-01-02	2020-01-01 00:16:01	2020-01-02 03:44:22	2020-01-01 00:16:01.000	2020-01-02 03:44:22.000	961	99862	50411.5	5041150	961	99862	50411.5	5041150	-32607	32328	4536.3	453630	-127	124	-0.02	-2
+962	100	10952	99863	2.88888	299.88888	151.38888	15138.88888	2.88888	299.8889	151.38888	15138.88862	2.88888	299.88888	151.38888	15138.88800	2020-01-01	2020-01-02	2020-01-01 00:16:02	2020-01-02 03:44:23	2020-01-01 00:16:02.000	2020-01-02 03:44:23.000	962	99863	50412.5	5041250	962	99863	50412.5	5041250	-32606	32329	4537.3	453730	-126	125	0.98	98
+963	100	10953	99864	2.89189	299.89189	151.39189	15139.18918	2.89189	299.8919	151.39189	15139.18937	2.89189	299.89189	151.39189	15139.18900	2020-01-01	2020-01-02	2020-01-01 00:16:03	2020-01-02 03:44:24	2020-01-01 00:16:03.000	2020-01-02 03:44:24.000	963	99864	50413.5	5041350	963	99864	50413.5	5041350	-32605	32330	4538.3	453830	-125	126	1.98	198
+964	100	10954	99865	2.89489	299.89489	151.39489	15139.48948	2.89489	299.8949	151.39489	15139.48968	2.89489	299.89489	151.39489	15139.48900	2020-01-01	2020-01-02	2020-01-01 00:16:04	2020-01-02 03:44:25	2020-01-01 00:16:04.000	2020-01-02 03:44:25.000	964	99865	50414.5	5041450	964	99865	50414.5	5041450	-32604	32331	4539.3	453930	-124	127	2.98	298
+965	100	10955	99866	2.89789	299.89789	151.39789	15139.78978	2.89789	299.8979	151.39789	15139.78985	2.89789	299.89789	151.39789	15139.78900	2020-01-01	2020-01-02	2020-01-01 00:16:05	2020-01-02 03:44:26	2020-01-01 00:16:05.000	2020-01-02 03:44:26.000	965	99866	50415.5	5041550	965	99866	50415.5	5041550	-32603	32332	4540.3	454030	-128	127	1.42	142
+966	100	10956	99867	2.9009	299.9009	151.4009	15140.09009	2.9009	299.9009	151.40089	15140.08996	2.90090	299.90090	151.40090	15140.09000	2020-01-01	2020-01-02	2020-01-01 00:16:06	2020-01-02 03:44:27	2020-01-01 00:16:06.000	2020-01-02 03:44:27.000	966	99867	50416.5	5041650	966	99867	50416.5	5041650	-32602	32333	4541.3	454130	-128	127	-0.14	-14
+967	100	10957	99868	2.9039	299.9039	151.4039	15140.39039	2.9039	299.9039	151.4039	15140.39009	2.90390	299.90390	151.40390	15140.39000	2020-01-01	2020-01-02	2020-01-01 00:16:07	2020-01-02 03:44:28	2020-01-01 00:16:07.000	2020-01-02 03:44:28.000	967	99868	50417.5	5041750	967	99868	50417.5	5041750	-32601	32334	4542.3	454230	-128	124	-1.7	-170
+968	100	10958	99869	2.9069	299.9069	151.4069	15140.69069	2.9069	299.90692	151.4069	15140.69084	2.90690	299.90690	151.40690	15140.69000	2020-01-01	2020-01-02	2020-01-01 00:16:08	2020-01-02 03:44:29	2020-01-01 00:16:08.000	2020-01-02 03:44:29.000	968	99869	50418.5	5041850	968	99869	50418.5	5041850	-32600	32335	4543.3	454330	-127	125	-0.7	-70
+969	100	10959	99870	2.9099	299.9099	151.4099	15140.99099	2.90991	299.9099	151.40991	15140.99114	2.90990	299.90990	151.40990	15140.99000	2020-01-01	2020-01-02	2020-01-01 00:16:09	2020-01-02 03:44:30	2020-01-01 00:16:09.000	2020-01-02 03:44:30.000	969	99870	50419.5	5041950	969	99870	50419.5	5041950	-32599	32336	4544.3	454430	-126	126	0.3	30
+97	102	10087	99997	0.29129	300.29129	150.29129	15179.42042	0.29129	300.2913	150.29129	15179.42033	0.29129	300.29129	150.29129	15179.42029	2020-01-01	2020-01-02	2020-01-01 00:01:37	2020-01-02 03:46:37	2020-01-01 00:01:37.000	2020-01-02 03:46:37.000	97	99997	50047	5054747	97	99997	50047	5054747	-32472	32463	4626.009900990099	467227	-128	127	0.26732673267326734	27
+970	100	10960	99871	2.91291	299.91291	151.41291	15141.29129	2.91291	299.9129	151.41291	15141.29132	2.91291	299.91291	151.41291	15141.29100	2020-01-01	2020-01-02	2020-01-01 00:16:10	2020-01-02 03:44:31	2020-01-01 00:16:10.000	2020-01-02 03:44:31.000	970	99871	50420.5	5042050	970	99871	50420.5	5042050	-32598	32337	4545.3	454530	-125	127	1.3	130
+971	100	10961	99872	2.91591	299.91591	151.41591	15141.59159	2.91591	299.91592	151.41591	15141.59142	2.91591	299.91591	151.41591	15141.59100	2020-01-01	2020-01-02	2020-01-01 00:16:11	2020-01-02 03:44:32	2020-01-01 00:16:11.000	2020-01-02 03:44:32.000	971	99872	50421.5	5042150	971	99872	50421.5	5042150	-32597	32338	4546.3	454630	-128	127	-0.26	-26
+972	100	10962	99873	2.91891	299.91891	151.41891	15141.89189	2.91891	299.9189	151.41891	15141.89172	2.91891	299.91891	151.41891	15141.89100	2020-01-01	2020-01-02	2020-01-01 00:16:12	2020-01-02 03:44:33	2020-01-01 00:16:12.000	2020-01-02 03:44:33.000	972	99873	50422.5	5042250	972	99873	50422.5	5042250	-32596	32339	4547.3	454730	-128	127	-1.82	-182
+973	100	10963	99874	2.92192	299.92192	151.42192	15142.19219	2.92192	299.92194	151.42192	15142.19232	2.92192	299.92192	151.42192	15142.19200	2020-01-01	2020-01-02	2020-01-01 00:16:13	2020-01-02 03:44:34	2020-01-01 00:16:13.000	2020-01-02 03:44:34.000	973	99874	50423.5	5042350	973	99874	50423.5	5042350	-32595	32340	4548.3	454830	-128	123	-3.38	-338
+974	100	10964	99875	2.92492	299.92492	151.42492	15142.49249	2.92492	299.92493	151.42492	15142.49265	2.92492	299.92492	151.42492	15142.49200	2020-01-01	2020-01-02	2020-01-01 00:16:14	2020-01-02 03:44:35	2020-01-01 00:16:14.000	2020-01-02 03:44:35.000	974	99875	50424.5	5042450	974	99875	50424.5	5042450	-32594	32341	4549.3	454930	-127	124	-2.38	-238
+975	100	10965	99876	2.92792	299.92792	151.42792	15142.79279	2.92792	299.92792	151.42792	15142.79279	2.92792	299.92792	151.42792	15142.79200	2020-01-01	2020-01-02	2020-01-01 00:16:15	2020-01-02 03:44:36	2020-01-01 00:16:15.000	2020-01-02 03:44:36.000	975	99876	50425.5	5042550	975	99876	50425.5	5042550	-32593	32342	4550.3	455030	-126	125	-1.38	-138
+976	100	10966	99877	2.93093	299.93093	151.43093	15143.09309	2.93093	299.93094	151.43092	15143.09289	2.93093	299.93093	151.43093	15143.09300	2020-01-01	2020-01-02	2020-01-01 00:16:16	2020-01-02 03:44:37	2020-01-01 00:16:16.000	2020-01-02 03:44:37.000	976	99877	50426.5	5042650	976	99877	50426.5	5042650	-32592	32343	4551.3	455130	-125	126	-0.38	-38
+977	100	10967	99878	2.93393	299.93393	151.43393	15143.39339	2.93393	299.93393	151.43393	15143.39318	2.93393	299.93393	151.43393	15143.39300	2020-01-01	2020-01-02	2020-01-01 00:16:17	2020-01-02 03:44:38	2020-01-01 00:16:17.000	2020-01-02 03:44:38.000	977	99878	50427.5	5042750	977	99878	50427.5	5042750	-32591	32344	4552.3	455230	-124	127	0.62	62
+978	100	10968	99879	2.93693	299.93693	151.43693	15143.69369	2.93693	299.93695	151.43693	15143.69378	2.93693	299.93693	151.43693	15143.69300	2020-01-01	2020-01-02	2020-01-01 00:16:18	2020-01-02 03:44:39	2020-01-01 00:16:18.000	2020-01-02 03:44:39.000	978	99879	50428.5	5042850	978	99879	50428.5	5042850	-32590	32345	4553.3	455330	-128	127	-0.94	-94
+979	100	10969	99880	2.93993	299.93993	151.43993	15143.99399	2.93994	299.93994	151.43994	15143.99412	2.93993	299.93993	151.43993	15143.99300	2020-01-01	2020-01-02	2020-01-01 00:16:19	2020-01-02 03:44:40	2020-01-01 00:16:19.000	2020-01-02 03:44:40.000	979	99880	50429.5	5042950	979	99880	50429.5	5042950	-32589	32346	4554.3	455430	-128	123	-2.5	-250
+98	102	10088	99998	0.29429	300.29429	150.29429	15179.72372	0.29429	300.29428	150.29429	15179.72363	0.29429	300.29429	150.29429	15179.72329	2020-01-01	2020-01-02	2020-01-01 00:01:38	2020-01-02 03:46:38	2020-01-01 00:01:38.000	2020-01-02 03:46:38.000	98	99998	50048	5054848	98	99998	50048	5054848	-32471	32464	4627.009900990099	467328	-128	127	-1.2673267326732673	-128
+980	100	10970	99881	2.94294	299.94294	151.44294	15144.29429	2.94294	299.94293	151.44294	15144.29426	2.94294	299.94294	151.44294	15144.29400	2020-01-01	2020-01-02	2020-01-01 00:16:20	2020-01-02 03:44:41	2020-01-01 00:16:20.000	2020-01-02 03:44:41.000	980	99881	50430.5	5043050	980	99881	50430.5	5043050	-32588	32347	4555.3	455530	-127	124	-1.5	-150
+981	100	10971	99882	2.94594	299.94594	151.44594	15144.59459	2.94594	299.94595	151.44595	15144.59501	2.94594	299.94594	151.44594	15144.59400	2020-01-01	2020-01-02	2020-01-01 00:16:21	2020-01-02 03:44:42	2020-01-01 00:16:21.000	2020-01-02 03:44:42.000	981	99882	50431.5	5043150	981	99882	50431.5	5043150	-32587	32348	4556.3	455630	-126	125	-0.5	-50
+982	100	10972	99883	2.94894	299.94894	151.44894	15144.89489	2.94894	299.94894	151.44894	15144.89466	2.94894	299.94894	151.44894	15144.89400	2020-01-01	2020-01-02	2020-01-01 00:16:22	2020-01-02 03:44:43	2020-01-01 00:16:22.000	2020-01-02 03:44:43.000	982	99883	50432.5	5043250	982	99883	50432.5	5043250	-32586	32349	4557.3	455730	-125	126	0.5	50
+983	100	10973	99884	2.95195	299.95195	151.45195	15145.19519	2.95195	299.95197	151.45195	15145.19525	2.95195	299.95195	151.45195	15145.19500	2020-01-01	2020-01-02	2020-01-01 00:16:23	2020-01-02 03:44:44	2020-01-01 00:16:23.000	2020-01-02 03:44:44.000	983	99884	50433.5	5043350	983	99884	50433.5	5043350	-32585	32350	4558.3	455830	-124	127	1.5	150
+984	100	10974	99885	2.95495	299.95495	151.45495	15145.49549	2.95495	299.95496	151.45495	15145.49559	2.95495	299.95495	151.45495	15145.49500	2020-01-01	2020-01-02	2020-01-01 00:16:24	2020-01-02 03:44:45	2020-01-01 00:16:24.000	2020-01-02 03:44:45.000	984	99885	50434.5	5043450	984	99885	50434.5	5043450	-32584	32351	4559.3	455930	-128	127	-0.06	-6
+985	100	10975	99886	2.95795	299.95795	151.45795	15145.79579	2.95795	299.95795	151.45795	15145.79573	2.95795	299.95795	151.45795	15145.79500	2020-01-01	2020-01-02	2020-01-01 00:16:25	2020-01-02 03:44:46	2020-01-01 00:16:25.000	2020-01-02 03:44:46.000	985	99886	50435.5	5043550	985	99886	50435.5	5043550	-32583	32352	4560.3	456030	-128	123	-1.62	-162
+986	100	10976	99887	2.96096	299.96096	151.46096	15146.09609	2.96096	299.96097	151.46096	15146.09648	2.96096	299.96096	151.46096	15146.09600	2020-01-01	2020-01-02	2020-01-01 00:16:26	2020-01-02 03:44:47	2020-01-01 00:16:26.000	2020-01-02 03:44:47.000	986	99887	50436.5	5043650	986	99887	50436.5	5043650	-32582	32353	4561.3	456130	-127	124	-0.62	-62
+987	100	10977	99888	2.96396	299.96396	151.46396	15146.39639	2.96396	299.96396	151.46396	15146.39612	2.96396	299.96396	151.46396	15146.39600	2020-01-01	2020-01-02	2020-01-01 00:16:27	2020-01-02 03:44:48	2020-01-01 00:16:27.000	2020-01-02 03:44:48.000	987	99888	50437.5	5043750	987	99888	50437.5	5043750	-32581	32354	4562.3	456230	-126	125	0.38	38
+988	100	10978	99889	2.96696	299.96696	151.46696	15146.69669	2.96696	299.96698	151.46696	15146.69676	2.96696	299.96696	151.46696	15146.69600	2020-01-01	2020-01-02	2020-01-01 00:16:28	2020-01-02 03:44:49	2020-01-01 00:16:28.000	2020-01-02 03:44:49.000	988	99889	50438.5	5043850	988	99889	50438.5	5043850	-32580	32355	4563.3	456330	-125	126	1.38	138
+989	100	10979	99890	2.96996	299.96996	151.46996	15146.99699	2.96997	299.96997	151.46997	15146.99706	2.96996	299.96996	151.46996	15146.99600	2020-01-01	2020-01-02	2020-01-01 00:16:29	2020-01-02 03:44:50	2020-01-01 00:16:29.000	2020-01-02 03:44:50.000	989	99890	50439.5	5043950	989	99890	50439.5	5043950	-32579	32356	4564.3	456430	-124	127	2.38	238
+99	102	10089	99999	0.29729	300.29729	150.29729	15180.02702	0.29729	300.2973	150.29729	15180.02726	0.29729	300.29729	150.29729	15180.02629	2020-01-01	2020-01-02	2020-01-01 00:01:39	2020-01-02 03:46:39	2020-01-01 00:01:39.000	2020-01-02 03:46:39.000	99	99999	50049	5054949	99	99999	50049	5054949	-32470	32465	4628.009900990099	467429	-128	123	-2.801980198019802	-283
+990	100	10980	99891	2.97297	299.97297	151.47297	15147.29729	2.97297	299.97296	151.47297	15147.29735	2.97297	299.97297	151.47297	15147.29700	2020-01-01	2020-01-02	2020-01-01 00:16:30	2020-01-02 03:44:51	2020-01-01 00:16:30.000	2020-01-02 03:44:51.000	990	99891	50440.5	5044050	990	99891	50440.5	5044050	-32578	32357	4565.3	456530	-128	127	0.82	82
+991	100	10981	99892	2.97597	299.97597	151.47597	15147.59759	2.97597	299.97598	151.47597	15147.59795	2.97597	299.97597	151.47597	15147.59700	2020-01-01	2020-01-02	2020-01-01 00:16:31	2020-01-02 03:44:52	2020-01-01 00:16:31.000	2020-01-02 03:44:52.000	991	99892	50441.5	5044150	991	99892	50441.5	5044150	-32577	32358	4566.3	456630	-128	127	-0.74	-74
+992	100	10982	99893	2.97897	299.97897	151.47897	15147.89789	2.97897	299.97897	151.47897	15147.89759	2.97897	299.97897	151.47897	15147.89700	2020-01-01	2020-01-02	2020-01-01 00:16:32	2020-01-02 03:44:53	2020-01-01 00:16:32.000	2020-01-02 03:44:53.000	992	99893	50442.5	5044250	992	99893	50442.5	5044250	-32576	32359	4567.3	456730	-128	124	-2.3	-230
+993	100	10983	99894	2.98198	299.98198	151.48198	15148.19819	2.98198	299.982	151.48198	15148.19823	2.98198	299.98198	151.48198	15148.19800	2020-01-01	2020-01-02	2020-01-01 00:16:33	2020-01-02 03:44:54	2020-01-01 00:16:33.000	2020-01-02 03:44:54.000	993	99894	50443.5	5044350	993	99894	50443.5	5044350	-32575	32360	4568.3	456830	-127	125	-1.3	-130
+994	100	10984	99895	2.98498	299.98498	151.48498	15148.49849	2.98498	299.985	151.48498	15148.49853	2.98498	299.98498	151.48498	15148.49800	2020-01-01	2020-01-02	2020-01-01 00:16:34	2020-01-02 03:44:55	2020-01-01 00:16:34.000	2020-01-02 03:44:55.000	994	99895	50444.5	5044450	994	99895	50444.5	5044450	-32574	32361	4569.3	456930	-126	126	-0.3	-30
+995	100	10985	99896	2.98798	299.98798	151.48798	15148.79879	2.98798	299.98798	151.48798	15148.79882	2.98798	299.98798	151.48798	15148.79800	2020-01-01	2020-01-02	2020-01-01 00:16:35	2020-01-02 03:44:56	2020-01-01 00:16:35.000	2020-01-02 03:44:56.000	995	99896	50445.5	5044550	995	99896	50445.5	5044550	-32573	32362	4570.3	457030	-125	127	0.7	70
+996	100	10986	99897	2.99099	299.99099	151.49099	15149.09909	2.99099	299.991	151.49099	15149.09942	2.99099	299.99099	151.49099	15149.09900	2020-01-01	2020-01-02	2020-01-01 00:16:36	2020-01-02 03:44:57	2020-01-01 00:16:36.000	2020-01-02 03:44:57.000	996	99897	50446.5	5044650	996	99897	50446.5	5044650	-32572	32363	4571.3	457130	-128	127	-0.86	-86
+997	100	10987	99898	2.99399	299.99399	151.49399	15149.39939	2.99399	299.994	151.49399	15149.3991	2.99399	299.99399	151.49399	15149.39900	2020-01-01	2020-01-02	2020-01-01 00:16:37	2020-01-02 03:44:58	2020-01-01 00:16:37.000	2020-01-02 03:44:58.000	997	99898	50447.5	5044750	997	99898	50447.5	5044750	-32571	32364	4572.3	457230	-128	127	-2.42	-242
+998	100	10988	99899	2.99699	299.99699	151.49699	15149.69969	2.99699	299.997	151.49699	15149.6997	2.99699	299.99699	151.49699	15149.69900	2020-01-01	2020-01-02	2020-01-01 00:16:38	2020-01-02 03:44:59	2020-01-01 00:16:38.000	2020-01-02 03:44:59.000	998	99899	50448.5	5044850	998	99899	50448.5	5044850	-32570	32365	4573.3	457330	-128	123	-3.98	-398
+ ---- select with states ---- 
+-1	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-2	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-3	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-4	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+-5	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+0	2	0	99900	0	300	150	15150	0	300	150	15150	0.00000	300.00000	150.00000	15150.00000	2020-01-01	2020-01-02	2020-01-01 00:00:00	2020-01-02 03:45:00	2020-01-01 00:00:00.000	2020-01-02 03:45:00.000	0	99900	49950	5044950	0	99900	49950	5044950	-32569	32366	4529.009900990099	457430	-127	124	-2.9504950495049505	-298
+1	2	1	9991	0.003	300.003	150.003	15150.3033	0.003	300.003	150.003	15150.30329	0.00300	300.00300	150.00300	15150.30300	2020-01-01	2020-01-02	2020-01-01 00:00:01	2020-01-02 03:45:01	2020-01-01 00:00:01.000	2020-01-02 03:45:01.000	1	99901	49951	5045051	1	99901	49951	5045051	-32568	32367	4530.009900990099	457531	-126	125	-1.9504950495049505	-197
+10	2	10	99910	0.03003	300.03003	150.03003	15153.03303	0.03003	300.03003	150.03002	15153.03296	0.03003	300.03003	150.03003	15153.03303	2020-01-01	2020-01-02	2020-01-01 00:00:10	2020-01-02 03:45:10	2020-01-01 00:00:10.000	2020-01-02 03:45:10.000	10	99910	49960	5045960	10	99910	49960	5045960	-32559	32376	4539.009900990099	458440	-128	127	-0.5544554455445545	-56
+100	2	100	99001	0.3003	297.3003	148.8003	14880.03003	0.3003	297.3003	148.80029	14880.02962	0.30030	297.30030	148.80030	14880.03000	2020-01-01	2020-01-02	2020-01-01 00:01:40	2020-01-02 03:30:01	2020-01-01 00:01:40.000	2020-01-02 03:30:01.000	100	99001	49550.5	4955050	100	99001	49550.5	4955050	-32469	32466	4986.02	498602	-127	124	-0.86	-86
+101	2	10091	99002	0.3033	297.3033	148.8033	14880.33033	0.3033	297.3033	148.8033	14880.33035	0.30330	297.30330	148.80330	14880.33000	2020-01-01	2020-01-02	2020-01-01 00:01:41	2020-01-02 03:30:02	2020-01-01 00:01:41.000	2020-01-02 03:30:02.000	101	99002	49551.5	4955150	101	99002	49551.5	4955150	-32468	32467	4987.02	498702	-126	125	0.14	14
+102	2	10092	99003	0.3063	297.3063	148.8063	14880.63063	0.3063	297.3063	148.8063	14880.6305	0.30630	297.30630	148.80630	14880.63000	2020-01-01	2020-01-02	2020-01-01 00:01:42	2020-01-02 03:30:03	2020-01-01 00:01:42.000	2020-01-02 03:30:03.000	102	99003	49552.5	4955250	102	99003	49552.5	4955250	-32467	32468	4988.02	498802	-125	126	1.14	114
+103	2	10093	99004	0.3093	297.3093	148.8093	14880.93093	0.3093	297.3093	148.8093	14880.93085	0.30930	297.30930	148.80930	14880.93000	2020-01-01	2020-01-02	2020-01-01 00:01:43	2020-01-02 03:30:04	2020-01-01 00:01:43.000	2020-01-02 03:30:04.000	103	99004	49553.5	4955350	103	99004	49553.5	4955350	-32466	32469	4989.02	498902	-124	127	2.14	214
+104	2	10094	99005	0.31231	297.31231	148.81231	14881.23123	0.31231	297.31232	148.81231	14881.23144	0.31231	297.31231	148.81231	14881.23100	2020-01-01	2020-01-02	2020-01-01 00:01:44	2020-01-02 03:30:05	2020-01-01 00:01:44.000	2020-01-02 03:30:05.000	104	99005	49554.5	4955450	104	99005	49554.5	4955450	-32465	32470	4990.02	499002	-128	127	0.58	58
+105	2	10095	99006	0.31531	297.31531	148.81531	14881.53153	0.31531	297.3153	148.81531	14881.53174	0.31531	297.31531	148.81531	14881.53100	2020-01-01	2020-01-02	2020-01-01 00:01:45	2020-01-02 03:30:06	2020-01-01 00:01:45.000	2020-01-02 03:30:06.000	105	99006	49555.5	4955550	105	99006	49555.5	4955550	-32464	32471	4991.02	499102	-128	123	-0.98	-98
+106	2	10096	99007	0.31831	297.31831	148.81831	14881.83183	0.31831	297.31833	148.81831	14881.83182	0.31831	297.31831	148.81831	14881.83100	2020-01-01	2020-01-02	2020-01-01 00:01:46	2020-01-02 03:30:07	2020-01-01 00:01:46.000	2020-01-02 03:30:07.000	106	99007	49556.5	4955650	106	99007	49556.5	4955650	-32463	32472	4992.02	499202	-127	124	0.02	2
+107	2	10097	99008	0.32132	297.32132	148.82132	14882.13213	0.32132	297.32132	148.82131	14882.13197	0.32132	297.32132	148.82132	14882.13200	2020-01-01	2020-01-02	2020-01-01 00:01:47	2020-01-02 03:30:08	2020-01-01 00:01:47.000	2020-01-02 03:30:08.000	107	99008	49557.5	4955750	107	99008	49557.5	4955750	-32462	32473	4993.02	499302	-126	125	1.02	102
+108	2	10098	99009	0.32432	297.32432	148.82432	14882.43243	0.32432	297.3243	148.82432	14882.43232	0.32432	297.32432	148.82432	14882.43200	2020-01-01	2020-01-02	2020-01-01 00:01:48	2020-01-02 03:30:09	2020-01-01 00:01:48.000	2020-01-02 03:30:09.000	108	99009	49558.5	4955850	108	99009	49558.5	4955850	-32461	32474	4994.02	499402	-125	126	2.02	202
+109	2	10099	99010	0.32732	297.32732	148.82732	14882.73273	0.32732	297.32733	148.82732	14882.7329	0.32732	297.32732	148.82732	14882.73200	2020-01-01	2020-01-02	2020-01-01 00:01:49	2020-01-02 03:30:10	2020-01-01 00:01:49.000	2020-01-02 03:30:10.000	109	99010	49559.5	4955950	109	99010	49559.5	4955950	-32460	32475	4995.02	499502	-124	127	3.02	302
+11	2	10001	99911	0.03303	300.03303	150.03303	15153.33633	0.03303	300.03302	150.03303	15153.33627	0.03303	300.03303	150.03303	15153.33603	2020-01-01	2020-01-02	2020-01-01 00:00:11	2020-01-02 03:45:11	2020-01-01 00:00:11.000	2020-01-02 03:45:11.000	11	99911	49961	5046061	11	99911	49961	5046061	-32558	32377	4540.009900990099	458541	-128	123	-2.089108910891089	-211
+110	2	10100	99011	0.33033	297.33033	148.83033	14883.03303	0.33033	297.33032	148.83033	14883.03321	0.33033	297.33033	148.83033	14883.03300	2020-01-01	2020-01-02	2020-01-01 00:01:50	2020-01-02 03:30:11	2020-01-01 00:01:50.000	2020-01-02 03:30:11.000	110	99011	49560.5	4956050	110	99011	49560.5	4956050	-32459	32476	4996.02	499602	-128	127	1.46	146
+111	2	10101	99012	0.33333	297.33333	148.83333	14883.33333	0.33333	297.33334	148.83333	14883.33329	0.33333	297.33333	148.83333	14883.33300	2020-01-01	2020-01-02	2020-01-01 00:01:51	2020-01-02 03:30:12	2020-01-01 00:01:51.000	2020-01-02 03:30:12.000	111	99012	49561.5	4956150	111	99012	49561.5	4956150	-32458	32477	4997.02	499702	-128	123	-0.1	-10
+112	2	10102	99013	0.33633	297.33633	148.83633	14883.63363	0.33633	297.33633	148.83633	14883.63348	0.33633	297.33633	148.83633	14883.63300	2020-01-01	2020-01-02	2020-01-01 00:01:52	2020-01-02 03:30:13	2020-01-01 00:01:52.000	2020-01-02 03:30:13.000	112	99013	49562.5	4956250	112	99013	49562.5	4956250	-32457	32478	4998.02	499802	-127	124	0.9	90
+113	2	10103	99014	0.33933	297.33933	148.83933	14883.93393	0.33933	297.33932	148.83933	14883.9338	0.33933	297.33933	148.83933	14883.93300	2020-01-01	2020-01-02	2020-01-01 00:01:53	2020-01-02 03:30:14	2020-01-01 00:01:53.000	2020-01-02 03:30:14.000	113	99014	49563.5	4956350	113	99014	49563.5	4956350	-32456	32479	4999.02	499902	-126	125	1.9	190
+114	2	10104	99015	0.34234	297.34234	148.84234	14884.23423	0.34234	297.34235	148.84234	14884.23437	0.34234	297.34234	148.84234	14884.23400	2020-01-01	2020-01-02	2020-01-01 00:01:54	2020-01-02 03:30:15	2020-01-01 00:01:54.000	2020-01-02 03:30:15.000	114	99015	49564.5	4956450	114	99015	49564.5	4956450	-32455	32480	5000.02	500002	-125	126	2.9	290
+115	2	10105	99016	0.34534	297.34534	148.84534	14884.53453	0.34534	297.34534	148.84534	14884.53468	0.34534	297.34534	148.84534	14884.53400	2020-01-01	2020-01-02	2020-01-01 00:01:55	2020-01-02 03:30:16	2020-01-01 00:01:55.000	2020-01-02 03:30:16.000	115	99016	49565.5	4956550	115	99016	49565.5	4956550	-32454	32481	5001.02	500102	-124	127	3.9	390
+116	2	10106	99017	0.34834	297.34834	148.84834	14884.83483	0.34834	297.34836	148.84834	14884.83476	0.34834	297.34834	148.84834	14884.83400	2020-01-01	2020-01-02	2020-01-01 00:01:56	2020-01-02 03:30:17	2020-01-01 00:01:56.000	2020-01-02 03:30:17.000	116	99017	49566.5	4956650	116	99017	49566.5	4956650	-32453	32482	5002.02	500202	-128	127	2.34	234
+117	2	10107	99018	0.35135	297.35135	148.85135	14885.13513	0.35135	297.35135	148.85134	14885.13495	0.35135	297.35135	148.85135	14885.13500	2020-01-01	2020-01-02	2020-01-01 00:01:57	2020-01-02 03:30:18	2020-01-01 00:01:57.000	2020-01-02 03:30:18.000	117	99018	49567.5	4956750	117	99018	49567.5	4956750	-32452	32483	5003.02	500302	-128	123	0.78	78
+118	2	10108	99019	0.35435	297.35435	148.85435	14885.43543	0.35435	297.35434	148.85435	14885.43526	0.35435	297.35435	148.85435	14885.43500	2020-01-01	2020-01-02	2020-01-01 00:01:58	2020-01-02 03:30:19	2020-01-01 00:01:58.000	2020-01-02 03:30:19.000	118	99019	49568.5	4956850	118	99019	49568.5	4956850	-32451	32484	5004.02	500402	-127	124	1.78	178
+119	2	10109	99020	0.35735	297.35735	148.85735	14885.73573	0.35735	297.35736	148.85736	14885.736	0.35735	297.35735	148.85735	14885.73500	2020-01-01	2020-01-02	2020-01-01 00:01:59	2020-01-02 03:30:20	2020-01-01 00:01:59.000	2020-01-02 03:30:20.000	119	99020	49569.5	4956950	119	99020	49569.5	4956950	-32450	32485	5005.02	500502	-126	125	2.78	278
+12	2	10002	99912	0.03603	300.03603	150.03603	15153.63963	0.03603	300.03604	150.03603	15153.6399	0.03603	300.03603	150.03603	15153.63903	2020-01-01	2020-01-02	2020-01-01 00:00:12	2020-01-02 03:45:12	2020-01-01 00:00:12.000	2020-01-02 03:45:12.000	12	99912	49962	5046162	12	99912	49962	5046162	-32557	32378	4541.009900990099	458642	-127	124	-1.0891089108910892	-110
+120	2	10110	99021	0.36036	297.36036	148.86036	14886.03603	0.36036	297.36035	148.86036	14886.03615	0.36036	297.36036	148.86036	14886.03600	2020-01-01	2020-01-02	2020-01-01 00:02:00	2020-01-02 03:30:21	2020-01-01 00:02:00.000	2020-01-02 03:30:21.000	120	99021	49570.5	4957050	120	99021	49570.5	4957050	-32449	32486	5006.02	500602	-125	126	3.78	378
+121	2	10111	99022	0.36336	297.36336	148.86336	14886.33633	0.36336	297.36337	148.86336	14886.33627	0.36336	297.36336	148.86336	14886.33600	2020-01-01	2020-01-02	2020-01-01 00:02:01	2020-01-02 03:30:22	2020-01-01 00:02:01.000	2020-01-02 03:30:22.000	121	99022	49571.5	4957150	121	99022	49571.5	4957150	-32448	32487	5007.02	500702	-124	127	4.78	478
+122	2	10112	99023	0.36636	297.36636	148.86636	14886.63663	0.36636	297.36636	148.86636	14886.63642	0.36636	297.36636	148.86636	14886.63600	2020-01-01	2020-01-02	2020-01-01 00:02:02	2020-01-02 03:30:23	2020-01-01 00:02:02.000	2020-01-02 03:30:23.000	122	99023	49572.5	4957250	122	99023	49572.5	4957250	-32447	32488	5008.02	500802	-128	127	3.22	322
+123	2	10113	99024	0.36936	297.36936	148.86936	14886.93693	0.36936	297.36935	148.86936	14886.93673	0.36936	297.36936	148.86936	14886.93600	2020-01-01	2020-01-02	2020-01-01 00:02:03	2020-01-02 03:30:24	2020-01-01 00:02:03.000	2020-01-02 03:30:24.000	123	99024	49573.5	4957350	123	99024	49573.5	4957350	-32446	32489	5009.02	500902	-128	127	1.66	166
+124	2	10114	99025	0.37237	297.37237	148.87237	14887.23723	0.37237	297.37238	148.87237	14887.23746	0.37237	297.37237	148.87237	14887.23700	2020-01-01	2020-01-02	2020-01-01 00:02:04	2020-01-02 03:30:25	2020-01-01 00:02:04.000	2020-01-02 03:30:25.000	124	99025	49574.5	4957450	124	99025	49574.5	4957450	-32445	32490	5010.02	501002	-128	124	0.1	10
+125	2	10115	99026	0.37537	297.37537	148.87537	14887.53753	0.37537	297.37537	148.87537	14887.53762	0.37537	297.37537	148.87537	14887.53700	2020-01-01	2020-01-02	2020-01-01 00:02:05	2020-01-02 03:30:26	2020-01-01 00:02:05.000	2020-01-02 03:30:26.000	125	99026	49575.5	4957550	125	99026	49575.5	4957550	-32444	32491	5011.02	501102	-127	125	1.1	110
+126	2	10116	99027	0.37837	297.37837	148.87837	14887.83783	0.37837	297.3784	148.87837	14887.83774	0.37837	297.37837	148.87837	14887.83700	2020-01-01	2020-01-02	2020-01-01 00:02:06	2020-01-02 03:30:27	2020-01-01 00:02:06.000	2020-01-02 03:30:27.000	126	99027	49576.5	4957650	126	99027	49576.5	4957650	-32443	32492	5012.02	501202	-126	126	2.1	210
+127	2	10117	99028	0.38138	297.38138	148.88138	14888.13813	0.38138	297.38138	148.88137	14888.13789	0.38138	297.38138	148.88138	14888.13800	2020-01-01	2020-01-02	2020-01-01 00:02:07	2020-01-02 03:30:28	2020-01-01 00:02:07.000	2020-01-02 03:30:28.000	127	99028	49577.5	4957750	127	99028	49577.5	4957750	-32442	32493	5013.02	501302	-125	127	3.1	310
+128	2	10118	99029	0.38438	297.38438	148.88438	14888.43843	0.38438	297.3844	148.88438	14888.43862	0.38438	297.38438	148.88438	14888.43800	2020-01-01	2020-01-02	2020-01-01 00:02:08	2020-01-02 03:30:29	2020-01-01 00:02:08.000	2020-01-02 03:30:29.000	128	99029	49578.5	4957850	128	99029	49578.5	4957850	-32441	32494	5014.02	501402	-128	127	1.54	154
+129	2	10119	99030	0.38738	297.38738	148.88738	14888.73873	0.38738	297.3874	148.88738	14888.73894	0.38738	297.38738	148.88738	14888.73800	2020-01-01	2020-01-02	2020-01-01 00:02:09	2020-01-02 03:30:30	2020-01-01 00:02:09.000	2020-01-02 03:30:30.000	129	99030	49579.5	4957950	129	99030	49579.5	4957950	-32440	32495	5015.02	501502	-128	127	-0.02	-2
+13	2	10003	99913	0.03903	300.03903	150.03903	15153.94294	0.03903	300.03903	150.03903	15153.94255	0.03903	300.03903	150.03903	15153.94203	2020-01-01	2020-01-02	2020-01-01 00:00:13	2020-01-02 03:45:13	2020-01-01 00:00:13.000	2020-01-02 03:45:13.000	13	99913	49963	5046263	13	99913	49963	5046263	-32556	32379	4542.009900990099	458743	-126	125	-0.0891089108910891	-9
+130	2	10120	99031	0.39039	297.39039	148.89039	14889.03903	0.39039	297.39038	148.89039	14889.03909	0.39039	297.39039	148.89039	14889.03900	2020-01-01	2020-01-02	2020-01-01 00:02:10	2020-01-02 03:30:31	2020-01-01 00:02:10.000	2020-01-02 03:30:31.000	130	99031	49580.5	4958050	130	99031	49580.5	4958050	-32439	32496	5016.02	501602	-128	123	-1.58	-158
+131	2	10121	99032	0.39339	297.39339	148.89339	14889.33933	0.39339	297.3934	148.89339	14889.33921	0.39339	297.39339	148.89339	14889.33900	2020-01-01	2020-01-02	2020-01-01 00:02:11	2020-01-02 03:30:32	2020-01-01 00:02:11.000	2020-01-02 03:30:32.000	131	99032	49581.5	4958150	131	99032	49581.5	4958150	-32438	32497	5017.02	501702	-127	124	-0.58	-58
+132	2	10122	99033	0.39639	297.39639	148.89639	14889.63963	0.39639	297.3964	148.89639	14889.63936	0.39639	297.39639	148.89639	14889.63900	2020-01-01	2020-01-02	2020-01-01 00:02:12	2020-01-02 03:30:33	2020-01-01 00:02:12.000	2020-01-02 03:30:33.000	132	99033	49582.5	4958250	132	99033	49582.5	4958250	-32437	32498	5018.02	501802	-126	125	0.42	42
+133	2	10123	99034	0.39939	297.39939	148.89939	14889.93993	0.39939	297.3994	148.8994	14889.94009	0.39939	297.39939	148.89939	14889.93900	2020-01-01	2020-01-02	2020-01-01 00:02:13	2020-01-02 03:30:34	2020-01-01 00:02:13.000	2020-01-02 03:30:34.000	133	99034	49583.5	4958350	133	99034	49583.5	4958350	-32436	32499	5019.02	501902	-125	126	1.42	142
+134	2	10124	99035	0.4024	297.4024	148.9024	14890.24024	0.4024	297.4024	148.9024	14890.24041	0.40240	297.40240	148.90240	14890.24000	2020-01-01	2020-01-02	2020-01-01 00:02:14	2020-01-02 03:30:35	2020-01-01 00:02:14.000	2020-01-02 03:30:35.000	134	99035	49584.5	4958450	134	99035	49584.5	4958450	-32435	32500	5020.02	502002	-124	127	2.42	242
+135	2	10125	99036	0.4054	297.4054	148.9054	14890.54054	0.4054	297.4054	148.9054	14890.54059	0.40540	297.40540	148.90540	14890.54000	2020-01-01	2020-01-02	2020-01-01 00:02:15	2020-01-02 03:30:36	2020-01-01 00:02:15.000	2020-01-02 03:30:36.000	135	99036	49585.5	4958550	135	99036	49585.5	4958550	-32434	32501	5021.02	502102	-128	127	0.86	86
+136	2	10126	99037	0.4084	297.4084	148.9084	14890.84084	0.4084	297.40842	148.9084	14890.84068	0.40840	297.40840	148.90840	14890.84000	2020-01-01	2020-01-02	2020-01-01 00:02:16	2020-01-02 03:30:37	2020-01-01 00:02:16.000	2020-01-02 03:30:37.000	136	99037	49586.5	4958650	136	99037	49586.5	4958650	-32433	32502	5022.02	502202	-128	123	-0.7	-70
+137	2	10127	99038	0.41141	297.41141	148.91141	14891.14114	0.41141	297.4114	148.9114	14891.14099	0.41141	297.41141	148.91141	14891.14100	2020-01-01	2020-01-02	2020-01-01 00:02:17	2020-01-02 03:30:38	2020-01-01 00:02:17.000	2020-01-02 03:30:38.000	137	99038	49587.5	4958750	137	99038	49587.5	4958750	-32432	32503	5023.02	502302	-127	124	0.3	30
+138	2	10128	99039	0.41441	297.41441	148.91441	14891.44144	0.41441	297.41443	148.91441	14891.44157	0.41441	297.41441	148.91441	14891.44100	2020-01-01	2020-01-02	2020-01-01 00:02:18	2020-01-02 03:30:39	2020-01-01 00:02:18.000	2020-01-02 03:30:39.000	138	99039	49588.5	4958850	138	99039	49588.5	4958850	-32431	32504	5024.02	502402	-126	125	1.3	130
+139	2	10129	99040	0.41741	297.41741	148.91741	14891.74174	0.41741	297.41742	148.91741	14891.74188	0.41741	297.41741	148.91741	14891.74100	2020-01-01	2020-01-02	2020-01-01 00:02:19	2020-01-02 03:30:40	2020-01-01 00:02:19.000	2020-01-02 03:30:40.000	139	99040	49589.5	4958950	139	99040	49589.5	4958950	-32430	32505	5025.02	502502	-125	126	2.3	230
+14	2	10004	99914	0.04204	300.04204	150.04204	15154.24624	0.04204	300.04205	150.04204	15154.2463	0.04204	300.04204	150.04204	15154.24604	2020-01-01	2020-01-02	2020-01-01 00:00:14	2020-01-02 03:45:14	2020-01-01 00:00:14.000	2020-01-02 03:45:14.000	14	99914	49964	5046364	14	99914	49964	5046364	-32555	32380	4543.009900990099	458844	-125	126	0.9108910891089109	92
+140	2	10130	99041	0.42042	297.42042	148.92042	14892.04204	0.42042	297.4204	148.92042	14892.04206	0.42042	297.42042	148.92042	14892.04200	2020-01-01	2020-01-02	2020-01-01 00:02:20	2020-01-02 03:30:41	2020-01-01 00:02:20.000	2020-01-02 03:30:41.000	140	99041	49590.5	4959050	140	99041	49590.5	4959050	-32429	32506	5026.02	502602	-124	127	3.3	330
+141	2	10131	99042	0.42342	297.42342	148.92342	14892.34234	0.42342	297.42343	148.92342	14892.34215	0.42342	297.42342	148.92342	14892.34200	2020-01-01	2020-01-02	2020-01-01 00:02:21	2020-01-02 03:30:42	2020-01-01 00:02:21.000	2020-01-02 03:30:42.000	141	99042	49591.5	4959150	141	99042	49591.5	4959150	-32428	32507	5027.02	502702	-128	127	1.74	174
+142	2	10132	99043	0.42642	297.42642	148.92642	14892.64264	0.42642	297.42642	148.92642	14892.64246	0.42642	297.42642	148.92642	14892.64200	2020-01-01	2020-01-02	2020-01-01 00:02:22	2020-01-02 03:30:43	2020-01-01 00:02:22.000	2020-01-02 03:30:43.000	142	99043	49592.5	4959250	142	99043	49592.5	4959250	-32427	32508	5028.02	502802	-128	123	0.18	18
+143	2	10133	99044	0.42942	297.42942	148.92942	14892.94294	0.42942	297.42944	148.92943	14892.94304	0.42942	297.42942	148.92942	14892.94200	2020-01-01	2020-01-02	2020-01-01 00:02:23	2020-01-02 03:30:44	2020-01-01 00:02:23.000	2020-01-02 03:30:44.000	143	99044	49593.5	4959350	143	99044	49593.5	4959350	-32426	32509	5029.02	502902	-127	124	1.18	118
+144	2	10134	99045	0.43243	297.43243	148.93243	14893.24324	0.43243	297.43243	148.93243	14893.24338	0.43243	297.43243	148.93243	14893.24300	2020-01-01	2020-01-02	2020-01-01 00:02:24	2020-01-02 03:30:45	2020-01-01 00:02:24.000	2020-01-02 03:30:45.000	144	99045	49594.5	4959450	144	99045	49594.5	4959450	-32425	32510	5030.02	503002	-126	125	2.18	218
+145	2	10135	99046	0.43543	297.43543	148.93543	14893.54354	0.43543	297.43542	148.93543	14893.54354	0.43543	297.43543	148.93543	14893.54300	2020-01-01	2020-01-02	2020-01-01 00:02:25	2020-01-02 03:30:46	2020-01-01 00:02:25.000	2020-01-02 03:30:46.000	145	99046	49595.5	4959550	145	99046	49595.5	4959550	-32424	32511	5031.02	503102	-125	126	3.18	318
+146	2	10136	99047	0.43843	297.43843	148.93843	14893.84384	0.43843	297.43845	148.93844	14893.84427	0.43843	297.43843	148.93843	14893.84300	2020-01-01	2020-01-02	2020-01-01 00:02:26	2020-01-02 03:30:47	2020-01-01 00:02:26.000	2020-01-02 03:30:47.000	146	99047	49596.5	4959650	146	99047	49596.5	4959650	-32423	32512	5032.02	503202	-124	127	4.18	418
+147	2	10137	99048	0.44144	297.44144	148.94144	14894.14414	0.44144	297.44144	148.94143	14894.14392	0.44144	297.44144	148.94144	14894.14400	2020-01-01	2020-01-02	2020-01-01 00:02:27	2020-01-02 03:30:48	2020-01-01 00:02:27.000	2020-01-02 03:30:48.000	147	99048	49597.5	4959750	147	99048	49597.5	4959750	-32422	32513	5033.02	503302	-128	127	2.62	262
+148	2	10138	99049	0.44444	297.44444	148.94444	14894.44444	0.44444	297.44446	148.94444	14894.4445	0.44444	297.44444	148.94444	14894.44400	2020-01-01	2020-01-02	2020-01-01 00:02:28	2020-01-02 03:30:49	2020-01-01 00:02:28.000	2020-01-02 03:30:49.000	148	99049	49598.5	4959850	148	99049	49598.5	4959850	-32421	32514	5034.02	503402	-128	127	1.06	106
+149	2	10139	99050	0.44744	297.44744	148.94744	14894.74474	0.44744	297.44745	148.94744	14894.74485	0.44744	297.44744	148.94744	14894.74400	2020-01-01	2020-01-02	2020-01-01 00:02:29	2020-01-02 03:30:50	2020-01-01 00:02:29.000	2020-01-02 03:30:50.000	149	99050	49599.5	4959950	149	99050	49599.5	4959950	-32420	32515	5035.02	503502	-128	124	-0.5	-50
+15	2	10005	99915	0.04504	300.04504	150.04504	15154.54954	0.04504	300.04504	150.04504	15154.54945	0.04504	300.04504	150.04504	15154.54904	2020-01-01	2020-01-02	2020-01-01 00:00:15	2020-01-02 03:45:15	2020-01-01 00:00:15.000	2020-01-02 03:45:15.000	15	99915	49965	5046465	15	99915	49965	5046465	-32554	32381	4544.009900990099	458945	-124	127	1.9108910891089108	193
+150	2	10140	99051	0.45045	297.45045	148.95045	14895.04504	0.45045	297.45044	148.95045	14895.04501	0.45045	297.45045	148.95045	14895.04500	2020-01-01	2020-01-02	2020-01-01 00:02:30	2020-01-02 03:30:51	2020-01-01 00:02:30.000	2020-01-02 03:30:51.000	150	99051	49600.5	4960050	150	99051	49600.5	4960050	-32419	32516	5036.02	503602	-127	125	0.5	50
+151	2	10141	99052	0.45345	297.45345	148.95345	14895.34534	0.45345	297.45346	148.95345	14895.34574	0.45345	297.45345	148.95345	14895.34500	2020-01-01	2020-01-02	2020-01-01 00:02:31	2020-01-02 03:30:52	2020-01-01 00:02:31.000	2020-01-02 03:30:52.000	151	99052	49601.5	4960150	151	99052	49601.5	4960150	-32418	32517	5037.02	503702	-126	126	1.5	150
+152	2	10142	99053	0.45645	297.45645	148.95645	14895.64564	0.45645	297.45645	148.95645	14895.6454	0.45645	297.45645	148.95645	14895.64500	2020-01-01	2020-01-02	2020-01-01 00:02:32	2020-01-02 03:30:53	2020-01-01 00:02:32.000	2020-01-02 03:30:53.000	152	99053	49602.5	4960250	152	99053	49602.5	4960250	-32417	32518	5038.02	503802	-125	127	2.5	250
+153	2	10143	99054	0.45945	297.45945	148.95945	14895.94594	0.45945	297.45947	148.95946	14895.94601	0.45945	297.45945	148.95945	14895.94500	2020-01-01	2020-01-02	2020-01-01 00:02:33	2020-01-02 03:30:54	2020-01-01 00:02:33.000	2020-01-02 03:30:54.000	153	99054	49603.5	4960350	153	99054	49603.5	4960350	-32416	32519	5039.02	503902	-128	127	0.94	94
+154	2	10144	99055	0.46246	297.46246	148.96246	14896.24624	0.46246	297.46246	148.96246	14896.24633	0.46246	297.46246	148.96246	14896.24600	2020-01-01	2020-01-02	2020-01-01 00:02:34	2020-01-02 03:30:55	2020-01-01 00:02:34.000	2020-01-02 03:30:55.000	154	99055	49604.5	4960450	154	99055	49604.5	4960450	-32415	32520	5040.02	504002	-128	127	-0.62	-62
+155	2	10145	99056	0.46546	297.46546	148.96546	14896.54654	0.46546	297.46545	148.96546	14896.54647	0.46546	297.46546	148.96546	14896.54600	2020-01-01	2020-01-02	2020-01-01 00:02:35	2020-01-02 03:30:56	2020-01-01 00:02:35.000	2020-01-02 03:30:56.000	155	99056	49605.5	4960550	155	99056	49605.5	4960550	-32414	32521	5041.02	504102	-128	123	-2.18	-218
+156	2	10146	99057	0.46846	297.46846	148.96846	14896.84684	0.46846	297.46848	148.96847	14896.84721	0.46846	297.46846	148.96846	14896.84600	2020-01-01	2020-01-02	2020-01-01 00:02:36	2020-01-02 03:30:57	2020-01-01 00:02:36.000	2020-01-02 03:30:57.000	156	99057	49606.5	4960650	156	99057	49606.5	4960650	-32413	32522	5042.02	504202	-127	124	-1.18	-118
+157	2	10147	99058	0.47147	297.47147	148.97147	14897.14714	0.47147	297.47147	148.97146	14897.14687	0.47147	297.47147	148.97147	14897.14700	2020-01-01	2020-01-02	2020-01-01 00:02:37	2020-01-02 03:30:58	2020-01-01 00:02:37.000	2020-01-02 03:30:58.000	157	99058	49607.5	4960750	157	99058	49607.5	4960750	-32412	32523	5043.02	504302	-126	125	-0.18	-18
+158	2	10148	99059	0.47447	297.47447	148.97447	14897.44744	0.47447	297.4745	148.97447	14897.44748	0.47447	297.47447	148.97447	14897.44700	2020-01-01	2020-01-02	2020-01-01 00:02:38	2020-01-02 03:30:59	2020-01-01 00:02:38.000	2020-01-02 03:30:59.000	158	99059	49608.5	4960850	158	99059	49608.5	4960850	-32411	32524	5044.02	504402	-125	126	0.82	82
+159	2	10149	99060	0.47747	297.47747	148.97747	14897.74774	0.47747	297.47748	148.97747	14897.74779	0.47747	297.47747	148.97747	14897.74700	2020-01-01	2020-01-02	2020-01-01 00:02:39	2020-01-02 03:31:00	2020-01-01 00:02:39.000	2020-01-02 03:31:00.000	159	99060	49609.5	4960950	159	99060	49609.5	4960950	-32410	32525	5045.02	504502	-124	127	1.82	182
+16	2	10006	99916	0.04804	300.04804	150.04804	15154.85285	0.04804	300.04803	150.04804	15154.85279	0.04804	300.04804	150.04804	15154.85204	2020-01-01	2020-01-02	2020-01-01 00:00:16	2020-01-02 03:45:16	2020-01-01 00:00:16.000	2020-01-02 03:45:16.000	16	99916	49966	5046566	16	99916	49966	5046566	-32553	32382	4545.009900990099	459046	-128	127	0.37623762376237624	38
+160	2	10150	99061	0.48048	297.48048	148.98048	14898.04804	0.48048	297.48047	148.98048	14898.0481	0.48048	297.48048	148.98048	14898.04800	2020-01-01	2020-01-02	2020-01-01 00:02:40	2020-01-02 03:31:01	2020-01-01 00:02:40.000	2020-01-02 03:31:01.000	160	99061	49610.5	4961050	160	99061	49610.5	4961050	-32409	32526	5046.02	504602	-128	127	0.26	26
+161	2	10151	99062	0.48348	297.48348	148.98348	14898.34834	0.48348	297.4835	148.98348	14898.34868	0.48348	297.48348	148.98348	14898.34800	2020-01-01	2020-01-02	2020-01-01 00:02:41	2020-01-02 03:31:02	2020-01-01 00:02:41.000	2020-01-02 03:31:02.000	161	99062	49611.5	4961150	161	99062	49611.5	4961150	-32408	32527	5047.02	504702	-128	123	-1.3	-130
+162	2	10152	99063	0.48648	297.48648	148.98648	14898.64864	0.48648	297.48648	148.98648	14898.64837	0.48648	297.48648	148.98648	14898.64800	2020-01-01	2020-01-02	2020-01-01 00:02:42	2020-01-02 03:31:03	2020-01-01 00:02:42.000	2020-01-02 03:31:03.000	162	99063	49612.5	4961250	162	99063	49612.5	4961250	-32407	32528	5048.02	504802	-127	124	-0.3	-30
+163	2	10153	99064	0.48948	297.48948	148.98948	14898.94894	0.48948	297.4895	148.98948	14898.94895	0.48948	297.48948	148.98948	14898.94800	2020-01-01	2020-01-02	2020-01-01 00:02:43	2020-01-02 03:31:04	2020-01-01 00:02:43.000	2020-01-02 03:31:04.000	163	99064	49613.5	4961350	163	99064	49613.5	4961350	-32406	32529	5049.02	504902	-126	125	0.7	70
+164	2	10154	99065	0.49249	297.49249	148.99249	14899.24924	0.49249	297.4925	148.99249	14899.24926	0.49249	297.49249	148.99249	14899.24900	2020-01-01	2020-01-02	2020-01-01 00:02:44	2020-01-02 03:31:05	2020-01-01 00:02:44.000	2020-01-02 03:31:05.000	164	99065	49614.5	4961450	164	99065	49614.5	4961450	-32405	32530	5050.02	505002	-125	126	1.7	170
+165	2	10155	99066	0.49549	297.49549	148.99549	14899.54954	0.49549	297.49548	148.99549	14899.54957	0.49549	297.49549	148.99549	14899.54900	2020-01-01	2020-01-02	2020-01-01 00:02:45	2020-01-02 03:31:06	2020-01-01 00:02:45.000	2020-01-02 03:31:06.000	165	99066	49615.5	4961550	165	99066	49615.5	4961550	-32404	32531	5051.02	505102	-124	127	2.7	270
+166	2	10156	99067	0.49849	297.49849	148.99849	14899.84984	0.49849	297.4985	148.9985	14899.85015	0.49849	297.49849	148.99849	14899.84900	2020-01-01	2020-01-02	2020-01-01 00:02:46	2020-01-02 03:31:07	2020-01-01 00:02:46.000	2020-01-02 03:31:07.000	166	99067	49616.5	4961650	166	99067	49616.5	4961650	-32403	32532	5052.02	505202	-128	127	1.14	114
+167	2	10157	99068	0.5015	297.5015	149.0015	14900.15015	0.5015	297.5015	149.00149	14900.14984	0.50150	297.50150	149.00150	14900.15000	2020-01-01	2020-01-02	2020-01-01 00:02:47	2020-01-02 03:31:08	2020-01-01 00:02:47.000	2020-01-02 03:31:08.000	167	99068	49617.5	4961750	167	99068	49617.5	4961750	-32402	32533	5053.02	505302	-128	123	-0.42	-42
+168	2	10158	99069	0.5045	297.5045	149.0045	14900.45045	0.5045	297.50452	149.0045	14900.45042	0.50450	297.50450	149.00450	14900.45000	2020-01-01	2020-01-02	2020-01-01 00:02:48	2020-01-02 03:31:09	2020-01-01 00:02:48.000	2020-01-02 03:31:09.000	168	99069	49618.5	4961850	168	99069	49618.5	4961850	-32401	32534	5054.02	505402	-127	124	0.58	58
+169	2	10159	99070	0.5075	297.5075	149.0075	14900.75075	0.5075	297.5075	149.0075	14900.75073	0.50750	297.50750	149.00750	14900.75000	2020-01-01	2020-01-02	2020-01-01 00:02:49	2020-01-02 03:31:10	2020-01-01 00:02:49.000	2020-01-02 03:31:10.000	169	99070	49619.5	4961950	169	99070	49619.5	4961950	-32400	32535	5055.02	505502	-126	125	1.58	158
+17	2	10007	99917	0.05105	300.05105	150.05105	15155.15615	0.05105	300.05106	150.05105	15155.15638	0.05105	300.05105	150.05105	15155.15605	2020-01-01	2020-01-02	2020-01-01 00:00:17	2020-01-02 03:45:17	2020-01-01 00:00:17.000	2020-01-02 03:45:17.000	17	99917	49967	5046667	17	99917	49967	5046667	-32552	32383	4546.009900990099	459147	-128	127	-1.1584158415841583	-117
+170	2	10160	99071	0.51051	297.51051	149.01051	14901.05105	0.51051	297.5105	149.01051	14901.05104	0.51051	297.51051	149.01051	14901.05100	2020-01-01	2020-01-02	2020-01-01 00:02:50	2020-01-02 03:31:11	2020-01-01 00:02:50.000	2020-01-02 03:31:11.000	170	99071	49620.5	4962050	170	99071	49620.5	4962050	-32399	32536	5056.02	505602	-125	126	2.58	258
+171	2	10161	99072	0.51351	297.51351	149.01351	14901.35135	0.51351	297.51352	149.01351	14901.35162	0.51351	297.51351	149.01351	14901.35100	2020-01-01	2020-01-02	2020-01-01 00:02:51	2020-01-02 03:31:12	2020-01-01 00:02:51.000	2020-01-02 03:31:12.000	171	99072	49621.5	4962150	171	99072	49621.5	4962150	-32398	32537	5057.02	505702	-124	127	3.58	358
+172	2	10162	99073	0.51651	297.51651	149.01651	14901.65165	0.51651	297.5165	149.01651	14901.65131	0.51651	297.51651	149.01651	14901.65100	2020-01-01	2020-01-02	2020-01-01 00:02:52	2020-01-02 03:31:13	2020-01-01 00:02:52.000	2020-01-02 03:31:13.000	172	99073	49622.5	4962250	172	99073	49622.5	4962250	-32397	32538	5058.02	505802	-128	127	2.02	202
+173	2	10163	99074	0.51951	297.51951	149.01951	14901.95195	0.51951	297.51953	149.01951	14901.95189	0.51951	297.51951	149.01951	14901.95100	2020-01-01	2020-01-02	2020-01-01 00:02:53	2020-01-02 03:31:14	2020-01-01 00:02:53.000	2020-01-02 03:31:14.000	173	99074	49623.5	4962350	173	99074	49623.5	4962350	-32396	32539	5059.02	505902	-128	127	0.46	46
+174	2	10164	99075	0.52252	297.52252	149.02252	14902.25225	0.52252	297.52252	149.02252	14902.2522	0.52252	297.52252	149.02252	14902.25200	2020-01-01	2020-01-02	2020-01-01 00:02:54	2020-01-02 03:31:15	2020-01-01 00:02:54.000	2020-01-02 03:31:15.000	174	99075	49624.5	4962450	174	99075	49624.5	4962450	-32395	32540	5060.02	506002	-128	124	-1.1	-110
+175	2	10165	99076	0.52552	297.52552	149.02552	14902.55255	0.52552	297.5255	149.02552	14902.55251	0.52552	297.52552	149.02552	14902.55200	2020-01-01	2020-01-02	2020-01-01 00:02:55	2020-01-02 03:31:16	2020-01-01 00:02:55.000	2020-01-02 03:31:16.000	175	99076	49625.5	4962550	175	99076	49625.5	4962550	-32394	32541	5061.02	506102	-127	125	-0.1	-10
+176	2	10166	99077	0.52852	297.52852	149.02852	14902.85285	0.52852	297.52853	149.02853	14902.85312	0.52852	297.52852	149.02852	14902.85200	2020-01-01	2020-01-02	2020-01-01 00:02:56	2020-01-02 03:31:17	2020-01-01 00:02:56.000	2020-01-02 03:31:17.000	176	99077	49626.5	4962650	176	99077	49626.5	4962650	-32393	32542	5062.02	506202	-126	126	0.9	90
+177	2	10167	99078	0.53153	297.53153	149.03153	14903.15315	0.53153	297.53152	149.03152	14903.15278	0.53153	297.53153	149.03153	14903.15300	2020-01-01	2020-01-02	2020-01-01 00:02:57	2020-01-02 03:31:18	2020-01-01 00:02:57.000	2020-01-02 03:31:18.000	177	99078	49627.5	4962750	177	99078	49627.5	4962750	-32392	32543	5063.02	506302	-125	127	1.9	190
+178	2	10168	99079	0.53453	297.53453	149.03453	14903.45345	0.53453	297.53455	149.03453	14903.45352	0.53453	297.53453	149.03453	14903.45300	2020-01-01	2020-01-02	2020-01-01 00:02:58	2020-01-02 03:31:19	2020-01-01 00:02:58.000	2020-01-02 03:31:19.000	178	99079	49628.5	4962850	178	99079	49628.5	4962850	-32391	32544	5064.02	506402	-128	127	0.34	34
+179	2	10169	99080	0.53753	297.53753	149.03753	14903.75375	0.53753	297.53754	149.03753	14903.75366	0.53753	297.53753	149.03753	14903.75300	2020-01-01	2020-01-02	2020-01-01 00:02:59	2020-01-02 03:31:20	2020-01-01 00:02:59.000	2020-01-02 03:31:20.000	179	99080	49629.5	4962950	179	99080	49629.5	4962950	-32390	32545	5065.02	506502	-128	127	-1.22	-122
+18	2	10008	99918	0.05405	300.05405	150.05405	15155.45945	0.05405	300.05405	150.05404	15155.45903	0.05405	300.05405	150.05405	15155.45905	2020-01-01	2020-01-02	2020-01-01 00:00:18	2020-01-02 03:45:18	2020-01-01 00:00:18.000	2020-01-02 03:45:18.000	18	99918	49968	5046768	18	99918	49968	5046768	-32551	32384	4547.009900990099	459248	-128	124	-2.6930693069306932	-272
+180	2	10170	99081	0.54054	297.54054	149.04054	14904.05405	0.54054	297.54053	149.04053	14904.05398	0.54054	297.54054	149.04054	14904.05400	2020-01-01	2020-01-02	2020-01-01 00:03:00	2020-01-02 03:31:21	2020-01-01 00:03:00.000	2020-01-02 03:31:21.000	180	99081	49630.5	4963050	180	99081	49630.5	4963050	-32389	32546	5066.02	506602	-128	123	-2.78	-278
+181	2	10171	99082	0.54354	297.54354	149.04354	14904.35435	0.54354	297.54355	149.04354	14904.35459	0.54354	297.54354	149.04354	14904.35400	2020-01-01	2020-01-02	2020-01-01 00:03:01	2020-01-02 03:31:22	2020-01-01 00:03:01.000	2020-01-02 03:31:22.000	181	99082	49631.5	4963150	181	99082	49631.5	4963150	-32388	32547	5067.02	506702	-127	124	-1.78	-178
+182	2	10172	99083	0.54654	297.54654	149.04654	14904.65465	0.54654	297.54654	149.04654	14904.65425	0.54654	297.54654	149.04654	14904.65400	2020-01-01	2020-01-02	2020-01-01 00:03:02	2020-01-02 03:31:23	2020-01-01 00:03:02.000	2020-01-02 03:31:23.000	182	99083	49632.5	4963250	182	99083	49632.5	4963250	-32387	32548	5068.02	506802	-126	125	-0.78	-78
+183	2	10173	99084	0.54954	297.54954	149.04954	14904.95495	0.54954	297.54956	149.04954	14904.95498	0.54954	297.54954	149.04954	14904.95400	2020-01-01	2020-01-02	2020-01-01 00:03:03	2020-01-02 03:31:24	2020-01-01 00:03:03.000	2020-01-02 03:31:24.000	183	99084	49633.5	4963350	183	99084	49633.5	4963350	-32386	32549	5069.02	506902	-125	126	0.22	22
+184	2	10174	99085	0.55255	297.55255	149.05255	14905.25525	0.55255	297.55255	149.05255	14905.25514	0.55255	297.55255	149.05255	14905.25500	2020-01-01	2020-01-02	2020-01-01 00:03:04	2020-01-02 03:31:25	2020-01-01 00:03:04.000	2020-01-02 03:31:25.000	184	99085	49634.5	4963450	184	99085	49634.5	4963450	-32385	32550	5070.02	507002	-124	127	1.22	122
+185	2	10175	99086	0.55555	297.55555	149.05555	14905.55555	0.55555	297.55554	149.05555	14905.55549	0.55555	297.55555	149.05555	14905.55500	2020-01-01	2020-01-02	2020-01-01 00:03:05	2020-01-02 03:31:26	2020-01-01 00:03:05.000	2020-01-02 03:31:26.000	185	99086	49635.5	4963550	185	99086	49635.5	4963550	-32384	32551	5071.02	507102	-128	127	-0.34	-34
+186	2	10176	99087	0.55855	297.55855	149.05855	14905.85585	0.55855	297.55856	149.05856	14905.85607	0.55855	297.55855	149.05855	14905.85500	2020-01-01	2020-01-02	2020-01-01 00:03:06	2020-01-02 03:31:27	2020-01-01 00:03:06.000	2020-01-02 03:31:27.000	186	99087	49636.5	4963650	186	99087	49636.5	4963650	-32383	32552	5072.02	507202	-128	123	-1.9	-190
+187	2	10177	99088	0.56156	297.56156	149.06156	14906.15615	0.56156	297.56155	149.06155	14906.15572	0.56156	297.56156	149.06156	14906.15600	2020-01-01	2020-01-02	2020-01-01 00:03:07	2020-01-02 03:31:28	2020-01-01 00:03:07.000	2020-01-02 03:31:28.000	187	99088	49637.5	4963750	187	99088	49637.5	4963750	-32382	32553	5073.02	507302	-127	124	-0.9	-90
+188	2	10178	99089	0.56456	297.56456	149.06456	14906.45645	0.56456	297.56458	149.06456	14906.45645	0.56456	297.56456	149.06456	14906.45600	2020-01-01	2020-01-02	2020-01-01 00:03:08	2020-01-02 03:31:29	2020-01-01 00:03:08.000	2020-01-02 03:31:29.000	188	99089	49638.5	4963850	188	99089	49638.5	4963850	-32381	32554	5074.02	507402	-126	125	0.1	10
+189	2	10179	99090	0.56756	297.56756	149.06756	14906.75675	0.56756	297.56757	149.06756	14906.75661	0.56756	297.56756	149.06756	14906.75600	2020-01-01	2020-01-02	2020-01-01 00:03:09	2020-01-02 03:31:30	2020-01-01 00:03:09.000	2020-01-02 03:31:30.000	189	99090	49639.5	4963950	189	99090	49639.5	4963950	-32380	32555	5075.02	507502	-125	126	1.1	110
+19	2	10009	99919	0.05705	300.05705	150.05705	15155.76276	0.05705	300.05707	150.05705	15155.76279	0.05705	300.05705	150.05705	15155.76205	2020-01-01	2020-01-02	2020-01-01 00:00:19	2020-01-02 03:45:19	2020-01-01 00:00:19.000	2020-01-02 03:45:19.000	19	99919	49969	5046869	19	99919	49969	5046869	-32550	32385	4548.009900990099	459349	-127	125	-1.693069306930693	-171
+190	2	10180	99091	0.57057	297.57057	149.07057	14907.05705	0.57057	297.57056	149.07056	14907.05695	0.57057	297.57057	149.07057	14907.05700	2020-01-01	2020-01-02	2020-01-01 00:03:10	2020-01-02 03:31:31	2020-01-01 00:03:10.000	2020-01-02 03:31:31.000	190	99091	49640.5	4964050	190	99091	49640.5	4964050	-32379	32556	5076.02	507602	-124	127	2.1	210
+191	2	10181	99092	0.57357	297.57357	149.07357	14907.35735	0.57357	297.57358	149.07357	14907.35753	0.57357	297.57357	149.07357	14907.35700	2020-01-01	2020-01-02	2020-01-01 00:03:11	2020-01-02 03:31:32	2020-01-01 00:03:11.000	2020-01-02 03:31:32.000	191	99092	49641.5	4964150	191	99092	49641.5	4964150	-32378	32557	5077.02	507702	-128	127	0.54	54
+192	2	10182	99093	0.57657	297.57657	149.07657	14907.65765	0.57657	297.57657	149.07657	14907.65784	0.57657	297.57657	149.07657	14907.65700	2020-01-01	2020-01-02	2020-01-01 00:03:12	2020-01-02 03:31:33	2020-01-01 00:03:12.000	2020-01-02 03:31:33.000	192	99093	49642.5	4964250	192	99093	49642.5	4964250	-32377	32558	5078.02	507802	-128	123	-1.02	-102
+193	2	10183	99094	0.57957	297.57957	149.07957	14907.95795	0.57957	297.5796	149.07957	14907.95793	0.57957	297.57957	149.07957	14907.95700	2020-01-01	2020-01-02	2020-01-01 00:03:13	2020-01-02 03:31:34	2020-01-01 00:03:13.000	2020-01-02 03:31:34.000	193	99094	49643.5	4964350	193	99094	49643.5	4964350	-32376	32559	5079.02	507902	-127	124	-0.02	-2
+194	2	10184	99095	0.58258	297.58258	149.08258	14908.25825	0.58258	297.58258	149.08258	14908.25811	0.58258	297.58258	149.08258	14908.25800	2020-01-01	2020-01-02	2020-01-01 00:03:14	2020-01-02 03:31:35	2020-01-01 00:03:14.000	2020-01-02 03:31:35.000	194	99095	49644.5	4964450	194	99095	49644.5	4964450	-32375	32560	5080.02	508002	-126	125	0.98	98
+195	2	10185	99096	0.58558	297.58558	149.08558	14908.55855	0.58558	297.58557	149.08558	14908.55842	0.58558	297.58558	149.08558	14908.55800	2020-01-01	2020-01-02	2020-01-01 00:03:15	2020-01-02 03:31:36	2020-01-01 00:03:15.000	2020-01-02 03:31:36.000	195	99096	49645.5	4964550	195	99096	49645.5	4964550	-32374	32561	5081.02	508102	-125	126	1.98	198
+196	2	10186	99097	0.58858	297.58858	149.08858	14908.85885	0.58858	297.5886	149.08859	14908.859	0.58858	297.58858	149.08858	14908.85800	2020-01-01	2020-01-02	2020-01-01 00:03:16	2020-01-02 03:31:37	2020-01-01 00:03:16.000	2020-01-02 03:31:37.000	196	99097	49646.5	4964650	196	99097	49646.5	4964650	-32373	32562	5082.02	508202	-124	127	2.98	298
+197	2	10187	99098	0.59159	297.59159	149.09159	14909.15915	0.59159	297.59158	149.09159	14909.15931	0.59159	297.59159	149.09159	14909.15900	2020-01-01	2020-01-02	2020-01-01 00:03:17	2020-01-02 03:31:38	2020-01-01 00:03:17.000	2020-01-02 03:31:38.000	197	99098	49647.5	4964750	197	99098	49647.5	4964750	-32372	32563	5083.02	508302	-128	127	1.42	142
+198	2	10188	99099	0.59459	297.59459	149.09459	14909.45945	0.59459	297.5946	149.09459	14909.4594	0.59459	297.59459	149.09459	14909.45900	2020-01-01	2020-01-02	2020-01-01 00:03:18	2020-01-02 03:31:39	2020-01-01 00:03:18.000	2020-01-02 03:31:39.000	198	99099	49648.5	4964850	198	99099	49648.5	4964850	-32371	32564	5084.02	508402	-128	127	-0.14	-14
+199	2	10189	99100	0.59759	297.59759	149.09759	14909.75975	0.59759	297.5976	149.09759	14909.75958	0.59759	297.59759	149.09759	14909.75900	2020-01-01	2020-01-02	2020-01-01 00:03:19	2020-01-02 03:31:40	2020-01-01 00:03:19.000	2020-01-02 03:31:40.000	199	99100	49649.5	4964950	199	99100	49649.5	4964950	-32370	32565	5085.02	508502	-128	124	-1.7	-170
+2	2	1001	9992	0.006	300.006	150.006	15150.6066	0.006	300.006	150.006	15150.6069	0.00600	300.00600	150.00600	15150.60600	2020-01-01	2020-01-02	2020-01-01 00:00:02	2020-01-02 03:45:02	2020-01-01 00:00:02.000	2020-01-02 03:45:02.000	2	99902	49952	5045152	2	99902	49952	5045152	-32567	32368	4531.009900990099	457632	-125	126	-0.9504950495049505	-96
+20	2	10010	99920	0.06006	300.06006	150.06006	15156.06606	0.06006	300.06006	150.06005	15156.06593	0.06006	300.06006	150.06006	15156.06606	2020-01-01	2020-01-02	2020-01-01 00:00:20	2020-01-02 03:45:20	2020-01-01 00:00:20.000	2020-01-02 03:45:20.000	20	99920	49970	5046970	20	99920	49970	5046970	-32549	32386	4549.009900990099	459450	-126	126	-0.693069306930693	-70
+200	2	10190	99101	0.6006	297.6006	149.1006	14910.06006	0.6006	297.6006	149.10059	14910.0599	0.60060	297.60060	149.10060	14910.06000	2020-01-01	2020-01-02	2020-01-01 00:03:20	2020-01-02 03:31:41	2020-01-01 00:03:20.000	2020-01-02 03:31:41.000	200	99101	49650.5	4965050	200	99101	49650.5	4965050	-32369	32566	5086.02	508602	-127	125	-0.7	-70
+201	2	10191	99102	0.6036	297.6036	149.1036	14910.36036	0.6036	297.6036	149.1036	14910.36063	0.60360	297.60360	149.10360	14910.36000	2020-01-01	2020-01-02	2020-01-01 00:03:21	2020-01-02 03:31:42	2020-01-01 00:03:21.000	2020-01-02 03:31:42.000	201	99102	49651.5	4965150	201	99102	49651.5	4965150	-32368	32567	5087.02	508702	-126	126	0.3	30
+202	2	10192	99103	0.6066	297.6066	149.1066	14910.66066	0.6066	297.6066	149.1066	14910.66078	0.60660	297.60660	149.10660	14910.66000	2020-01-01	2020-01-02	2020-01-01 00:03:22	2020-01-02 03:31:43	2020-01-01 00:03:22.000	2020-01-02 03:31:43.000	202	99103	49652.5	4965250	202	99103	49652.5	4965250	-32367	32568	5088.02	508802	-125	127	1.3	130
+203	2	10193	99104	0.6096	297.6096	149.1096	14910.96096	0.6096	297.60962	149.1096	14910.9609	0.60960	297.60960	149.10960	14910.96000	2020-01-01	2020-01-02	2020-01-01 00:03:23	2020-01-02 03:31:44	2020-01-01 00:03:23.000	2020-01-02 03:31:44.000	203	99104	49653.5	4965350	203	99104	49653.5	4965350	-32366	32569	5089.02	508902	-128	127	-0.26	-26
+204	2	10194	99105	0.61261	297.61261	149.11261	14911.26126	0.61261	297.6126	149.11261	14911.26105	0.61261	297.61261	149.11261	14911.26100	2020-01-01	2020-01-02	2020-01-01 00:03:24	2020-01-02 03:31:45	2020-01-01 00:03:24.000	2020-01-02 03:31:45.000	204	99105	49654.5	4965450	204	99105	49654.5	4965450	-32365	32570	5090.02	509002	-128	127	-1.82	-182
+205	2	10195	99106	0.61561	297.61561	149.11561	14911.56156	0.61561	297.6156	149.11561	14911.56137	0.61561	297.61561	149.11561	14911.56100	2020-01-01	2020-01-02	2020-01-01 00:03:25	2020-01-02 03:31:46	2020-01-01 00:03:25.000	2020-01-02 03:31:46.000	205	99106	49655.5	4965550	205	99106	49655.5	4965550	-32364	32571	5091.02	509102	-128	123	-3.38	-338
+206	2	10196	99107	0.61861	297.61861	149.11861	14911.86186	0.61861	297.61862	149.11862	14911.8621	0.61861	297.61861	149.11861	14911.86100	2020-01-01	2020-01-02	2020-01-01 00:03:26	2020-01-02 03:31:47	2020-01-01 00:03:26.000	2020-01-02 03:31:47.000	206	99107	49656.5	4965650	206	99107	49656.5	4965650	-32363	32572	5092.02	509202	-127	124	-2.38	-238
+207	2	10197	99108	0.62162	297.62162	149.12162	14912.16216	0.62162	297.6216	149.12162	14912.16225	0.62162	297.62162	149.12162	14912.16200	2020-01-01	2020-01-02	2020-01-01 00:03:27	2020-01-02 03:31:48	2020-01-01 00:03:27.000	2020-01-02 03:31:48.000	207	99108	49657.5	4965750	207	99108	49657.5	4965750	-32362	32573	5093.02	509302	-126	125	-1.38	-138
+208	2	10198	99109	0.62462	297.62462	149.12462	14912.46246	0.62462	297.62463	149.12462	14912.46237	0.62462	297.62462	149.12462	14912.46200	2020-01-01	2020-01-02	2020-01-01 00:03:28	2020-01-02 03:31:49	2020-01-01 00:03:28.000	2020-01-02 03:31:49.000	208	99109	49658.5	4965850	208	99109	49658.5	4965850	-32361	32574	5094.02	509402	-125	126	-0.38	-38
+209	2	10199	99110	0.62762	297.62762	149.12762	14912.76276	0.62762	297.62762	149.12762	14912.76253	0.62762	297.62762	149.12762	14912.76200	2020-01-01	2020-01-02	2020-01-01 00:03:29	2020-01-02 03:31:50	2020-01-01 00:03:29.000	2020-01-02 03:31:50.000	209	99110	49659.5	4965950	209	99110	49659.5	4965950	-32360	32575	5095.02	509502	-124	127	0.62	62
+21	2	10011	99921	0.06306	300.06306	150.06306	15156.36936	0.06306	300.06305	150.06306	15156.36927	0.06306	300.06306	150.06306	15156.36906	2020-01-01	2020-01-02	2020-01-01 00:00:21	2020-01-02 03:45:21	2020-01-01 00:00:21.000	2020-01-02 03:45:21.000	21	99921	49971	5047071	21	99921	49971	5047071	-32548	32387	4550.009900990099	459551	-125	127	0.3069306930693069	31
+210	2	10200	99111	0.63063	297.63063	149.13063	14913.06306	0.63063	297.63065	149.13063	14913.06326	0.63063	297.63063	149.13063	14913.06300	2020-01-01	2020-01-02	2020-01-01 00:03:30	2020-01-02 03:31:51	2020-01-01 00:03:30.000	2020-01-02 03:31:51.000	210	99111	49660.5	4966050	210	99111	49660.5	4966050	-32359	32576	5096.02	509602	-128	127	-0.94	-94
+211	2	10201	99112	0.63363	297.63363	149.13363	14913.36336	0.63363	297.63364	149.13363	14913.36357	0.63363	297.63363	149.13363	14913.36300	2020-01-01	2020-01-02	2020-01-01 00:03:31	2020-01-02 03:31:52	2020-01-01 00:03:31.000	2020-01-02 03:31:52.000	211	99112	49661.5	4966150	211	99112	49661.5	4966150	-32358	32577	5097.02	509702	-128	123	-2.5	-250
+212	2	10202	99113	0.63663	297.63663	149.13663	14913.66366	0.63663	297.63663	149.13663	14913.66372	0.63663	297.63663	149.13663	14913.66300	2020-01-01	2020-01-02	2020-01-01 00:03:32	2020-01-02 03:31:53	2020-01-01 00:03:32.000	2020-01-02 03:31:53.000	212	99113	49662.5	4966250	212	99113	49662.5	4966250	-32357	32578	5098.02	509802	-127	124	-1.5	-150
+213	2	10203	99114	0.63963	297.63963	149.13963	14913.96396	0.63963	297.63965	149.13963	14913.96384	0.63963	297.63963	149.13963	14913.96300	2020-01-01	2020-01-02	2020-01-01 00:03:33	2020-01-02 03:31:54	2020-01-01 00:03:33.000	2020-01-02 03:31:54.000	213	99114	49663.5	4966350	213	99114	49663.5	4966350	-32356	32579	5099.02	509902	-126	125	-0.5	-50
+214	2	10204	99115	0.64264	297.64264	149.14264	14914.26426	0.64264	297.64264	149.14263	14914.26399	0.64264	297.64264	149.14264	14914.26400	2020-01-01	2020-01-02	2020-01-01 00:03:34	2020-01-02 03:31:55	2020-01-01 00:03:34.000	2020-01-02 03:31:55.000	214	99115	49664.5	4966450	214	99115	49664.5	4966450	-32355	32580	5100.02	510002	-125	126	0.5	50
+215	2	10205	99116	0.64564	297.64564	149.14564	14914.56456	0.64564	297.64566	149.14564	14914.56473	0.64564	297.64564	149.14564	14914.56400	2020-01-01	2020-01-02	2020-01-01 00:03:35	2020-01-02 03:31:56	2020-01-01 00:03:35.000	2020-01-02 03:31:56.000	215	99116	49665.5	4966550	215	99116	49665.5	4966550	-32354	32581	5101.02	510102	-124	127	1.5	150
+216	2	10206	99117	0.64864	297.64864	149.14864	14914.86486	0.64864	297.64865	149.14865	14914.86504	0.64864	297.64864	149.14864	14914.86400	2020-01-01	2020-01-02	2020-01-01 00:03:36	2020-01-02 03:31:57	2020-01-01 00:03:36.000	2020-01-02 03:31:57.000	216	99117	49666.5	4966650	216	99117	49666.5	4966650	-32353	32582	5102.02	510202	-128	127	-0.06	-6
+217	2	10207	99118	0.65165	297.65165	149.15165	14915.16516	0.65165	297.65164	149.15165	14915.16523	0.65165	297.65165	149.15165	14915.16500	2020-01-01	2020-01-02	2020-01-01 00:03:37	2020-01-02 03:31:58	2020-01-01 00:03:37.000	2020-01-02 03:31:58.000	217	99118	49667.5	4966750	217	99118	49667.5	4966750	-32352	32583	5103.02	510302	-128	123	-1.62	-162
+218	2	10208	99119	0.65465	297.65465	149.15465	14915.46546	0.65465	297.65466	149.15465	14915.46531	0.65465	297.65465	149.15465	14915.46500	2020-01-01	2020-01-02	2020-01-01 00:03:38	2020-01-02 03:31:59	2020-01-01 00:03:38.000	2020-01-02 03:31:59.000	218	99119	49668.5	4966850	218	99119	49668.5	4966850	-32351	32584	5104.02	510402	-127	124	-0.62	-62
+219	2	10209	99120	0.65765	297.65765	149.15765	14915.76576	0.65765	297.65765	149.15765	14915.76562	0.65765	297.65765	149.15765	14915.76500	2020-01-01	2020-01-02	2020-01-01 00:03:39	2020-01-02 03:32:00	2020-01-01 00:03:39.000	2020-01-02 03:32:00.000	219	99120	49669.5	4966950	219	99120	49669.5	4966950	-32350	32585	5105.02	510502	-126	125	0.38	38
+22	2	10012	99922	0.06606	300.06606	150.06606	15156.67267	0.06606	300.06607	150.06606	15156.67287	0.06606	300.06606	150.06606	15156.67206	2020-01-01	2020-01-02	2020-01-01 00:00:22	2020-01-02 03:45:22	2020-01-01 00:00:22.000	2020-01-02 03:45:22.000	22	99922	49972	5047172	22	99922	49972	5047172	-32547	32388	4551.009900990099	459652	-128	127	-1.2277227722772277	-124
+220	2	10210	99121	0.66066	297.66066	149.16066	14916.06606	0.66066	297.66068	149.16066	14916.06619	0.66066	297.66066	149.16066	14916.06600	2020-01-01	2020-01-02	2020-01-01 00:03:40	2020-01-02 03:32:01	2020-01-01 00:03:40.000	2020-01-02 03:32:01.000	220	99121	49670.5	4967050	220	99121	49670.5	4967050	-32349	32586	5106.02	510602	-125	126	1.38	138
+221	2	10211	99122	0.66366	297.66366	149.16366	14916.36636	0.66366	297.66367	149.16366	14916.36651	0.66366	297.66366	149.16366	14916.36600	2020-01-01	2020-01-02	2020-01-01 00:03:41	2020-01-02 03:32:02	2020-01-01 00:03:41.000	2020-01-02 03:32:02.000	221	99122	49671.5	4967150	221	99122	49671.5	4967150	-32348	32587	5107.02	510702	-124	127	2.38	238
+222	2	10212	99123	0.66666	297.66666	149.16666	14916.66666	0.66666	297.66666	149.16666	14916.6667	0.66666	297.66666	149.16666	14916.66600	2020-01-01	2020-01-02	2020-01-01 00:03:42	2020-01-02 03:32:03	2020-01-01 00:03:42.000	2020-01-02 03:32:03.000	222	99123	49672.5	4967250	222	99123	49672.5	4967250	-32347	32588	5108.02	510802	-128	127	0.82	82
+223	2	10213	99124	0.66966	297.66966	149.16966	14916.96696	0.66966	297.66968	149.16966	14916.96678	0.66966	297.66966	149.16966	14916.96600	2020-01-01	2020-01-02	2020-01-01 00:03:43	2020-01-02 03:32:04	2020-01-01 00:03:43.000	2020-01-02 03:32:04.000	223	99124	49673.5	4967350	223	99124	49673.5	4967350	-32346	32589	5109.02	510902	-128	127	-0.74	-74
+224	2	10214	99125	0.67267	297.67267	149.17267	14917.26726	0.67267	297.67267	149.17267	14917.26709	0.67267	297.67267	149.17267	14917.26700	2020-01-01	2020-01-02	2020-01-01 00:03:44	2020-01-02 03:32:05	2020-01-01 00:03:44.000	2020-01-02 03:32:05.000	224	99125	49674.5	4967450	224	99125	49674.5	4967450	-32345	32590	5110.02	511002	-128	124	-2.3	-230
+225	2	10215	99126	0.67567	297.67567	149.17567	14917.56756	0.67567	297.6757	149.17567	14917.56767	0.67567	297.67567	149.17567	14917.56700	2020-01-01	2020-01-02	2020-01-01 00:03:45	2020-01-02 03:32:06	2020-01-01 00:03:45.000	2020-01-02 03:32:06.000	225	99126	49675.5	4967550	225	99126	49675.5	4967550	-32344	32591	5111.02	511102	-127	125	-1.3	-130
+226	2	10216	99127	0.67867	297.67867	149.17867	14917.86786	0.67867	297.67868	149.17868	14917.86802	0.67867	297.67867	149.17867	14917.86700	2020-01-01	2020-01-02	2020-01-01 00:03:46	2020-01-02 03:32:07	2020-01-01 00:03:46.000	2020-01-02 03:32:07.000	226	99127	49676.5	4967650	226	99127	49676.5	4967650	-32343	32592	5112.02	511202	-126	126	-0.3	-30
+227	2	10217	99128	0.68168	297.68168	149.18168	14918.16816	0.68168	297.68167	149.18168	14918.16817	0.68168	297.68168	149.18168	14918.16800	2020-01-01	2020-01-02	2020-01-01 00:03:47	2020-01-02 03:32:08	2020-01-01 00:03:47.000	2020-01-02 03:32:08.000	227	99128	49677.5	4967750	227	99128	49677.5	4967750	-32342	32593	5113.02	511302	-125	127	0.7	70
+228	2	10218	99129	0.68468	297.68468	149.18468	14918.46846	0.68468	297.6847	149.18468	14918.46825	0.68468	297.68468	149.18468	14918.46800	2020-01-01	2020-01-02	2020-01-01 00:03:48	2020-01-02 03:32:09	2020-01-01 00:03:48.000	2020-01-02 03:32:09.000	228	99129	49678.5	4967850	228	99129	49678.5	4967850	-32341	32594	5114.02	511402	-128	127	-0.86	-86
+229	2	10219	99130	0.68768	297.68768	149.18768	14918.76876	0.68768	297.68768	149.18768	14918.76855	0.68768	297.68768	149.18768	14918.76800	2020-01-01	2020-01-02	2020-01-01 00:03:49	2020-01-02 03:32:10	2020-01-01 00:03:49.000	2020-01-02 03:32:10.000	229	99130	49679.5	4967950	229	99130	49679.5	4967950	-32340	32595	5115.02	511502	-128	127	-2.42	-242
+23	2	10013	99923	0.06906	300.06906	150.06906	15156.97597	0.06906	300.06906	150.06907	15156.97617	0.06906	300.06906	150.06906	15156.97506	2020-01-01	2020-01-02	2020-01-01 00:00:23	2020-01-02 03:45:23	2020-01-01 00:00:23.000	2020-01-02 03:45:23.000	23	99923	49973	5047273	23	99923	49973	5047273	-32546	32389	4552.009900990099	459753	-128	127	-2.762376237623762	-279
+230	2	10220	99131	0.69069	297.69069	149.19069	14919.06906	0.69069	297.6907	149.19069	14919.06914	0.69069	297.69069	149.19069	14919.06900	2020-01-01	2020-01-02	2020-01-01 00:03:50	2020-01-02 03:32:11	2020-01-01 00:03:50.000	2020-01-02 03:32:11.000	230	99131	49680.5	4968050	230	99131	49680.5	4968050	-32339	32596	5116.02	511602	-128	123	-3.98	-398
+231	2	10221	99132	0.69369	297.69369	149.19369	14919.36936	0.69369	297.6937	149.19369	14919.36949	0.69369	297.69369	149.19369	14919.36900	2020-01-01	2020-01-02	2020-01-01 00:03:51	2020-01-02 03:32:12	2020-01-01 00:03:51.000	2020-01-02 03:32:12.000	231	99132	49681.5	4968150	231	99132	49681.5	4968150	-32338	32597	5117.02	511702	-127	124	-2.98	-298
+232	2	10222	99133	0.69669	297.69669	149.19669	14919.66966	0.69669	297.6967	149.19669	14919.66964	0.69669	297.69669	149.19669	14919.66900	2020-01-01	2020-01-02	2020-01-01 00:03:52	2020-01-02 03:32:13	2020-01-01 00:03:52.000	2020-01-02 03:32:13.000	232	99133	49682.5	4968250	232	99133	49682.5	4968250	-32337	32598	5118.02	511802	-126	125	-1.98	-198
+233	2	10223	99134	0.69969	297.69969	149.19969	14919.96996	0.69969	297.6997	149.1997	14919.97037	0.69969	297.69969	149.19969	14919.96900	2020-01-01	2020-01-02	2020-01-01 00:03:53	2020-01-02 03:32:14	2020-01-01 00:03:53.000	2020-01-02 03:32:14.000	233	99134	49683.5	4968350	233	99134	49683.5	4968350	-32336	32599	5119.02	511902	-125	126	-0.98	-98
+234	2	10224	99135	0.7027	297.7027	149.2027	14920.27027	0.7027	297.7027	149.2027	14920.27003	0.70270	297.70270	149.20270	14920.27000	2020-01-01	2020-01-02	2020-01-01 00:03:54	2020-01-02 03:32:15	2020-01-01 00:03:54.000	2020-01-02 03:32:15.000	234	99135	49684.5	4968450	234	99135	49684.5	4968450	-32335	32600	5120.02	512002	-124	127	0.02	2
+235	2	10225	99136	0.7057	297.7057	149.2057	14920.57057	0.7057	297.70572	149.2057	14920.57065	0.70570	297.70570	149.20570	14920.57000	2020-01-01	2020-01-02	2020-01-01 00:03:55	2020-01-02 03:32:16	2020-01-01 00:03:55.000	2020-01-02 03:32:16.000	235	99136	49685.5	4968550	235	99136	49685.5	4968550	-32334	32601	5121.02	512102	-128	127	-1.54	-154
+236	2	10226	99137	0.7087	297.7087	149.2087	14920.87087	0.7087	297.7087	149.2087	14920.87095	0.70870	297.70870	149.20870	14920.87000	2020-01-01	2020-01-02	2020-01-01 00:03:56	2020-01-02 03:32:17	2020-01-01 00:03:56.000	2020-01-02 03:32:17.000	236	99137	49686.5	4968650	236	99137	49686.5	4968650	-32333	32602	5122.02	512202	-128	123	-3.1	-310
+237	2	10227	99138	0.71171	297.71171	149.21171	14921.17117	0.71171	297.7117	149.21171	14921.17111	0.71171	297.71171	149.21171	14921.17100	2020-01-01	2020-01-02	2020-01-01 00:03:57	2020-01-02 03:32:18	2020-01-01 00:03:57.000	2020-01-02 03:32:18.000	237	99138	49687.5	4968750	237	99138	49687.5	4968750	-32332	32603	5123.02	512302	-127	124	-2.1	-210
+238	2	10228	99139	0.71471	297.71471	149.21471	14921.47147	0.71471	297.71472	149.21471	14921.47184	0.71471	297.71471	149.21471	14921.47100	2020-01-01	2020-01-02	2020-01-01 00:03:58	2020-01-02 03:32:19	2020-01-01 00:03:58.000	2020-01-02 03:32:19.000	238	99139	49688.5	4968850	238	99139	49688.5	4968850	-32331	32604	5124.02	512402	-126	125	-1.1	-110
+239	2	10229	99140	0.71771	297.71771	149.21771	14921.77177	0.71771	297.7177	149.21771	14921.7715	0.71771	297.71771	149.21771	14921.77100	2020-01-01	2020-01-02	2020-01-01 00:03:59	2020-01-02 03:32:20	2020-01-01 00:03:59.000	2020-01-02 03:32:20.000	239	99140	49689.5	4968950	239	99140	49689.5	4968950	-32330	32605	5125.02	512502	-125	126	-0.1	-10
+24	2	10014	99924	0.07207	300.07207	150.07207	15157.27927	0.07207	300.07208	150.07207	15157.27928	0.07207	300.07207	150.07207	15157.27907	2020-01-01	2020-01-02	2020-01-01 00:00:24	2020-01-02 03:45:24	2020-01-01 00:00:24.000	2020-01-02 03:45:24.000	24	99924	49974	5047374	24	99924	49974	5047374	-32545	32390	4553.009900990099	459854	-128	123	-4.297029702970297	-434
+240	2	10230	99141	0.72072	297.72072	149.22072	14922.07207	0.72072	297.72073	149.22072	14922.07211	0.72072	297.72072	149.22072	14922.07200	2020-01-01	2020-01-02	2020-01-01 00:04:00	2020-01-02 03:32:21	2020-01-01 00:04:00.000	2020-01-02 03:32:21.000	240	99141	49690.5	4969050	240	99141	49690.5	4969050	-32329	32606	5126.02	512602	-124	127	0.9	90
+241	2	10231	99142	0.72372	297.72372	149.22372	14922.37237	0.72372	297.72372	149.22372	14922.37243	0.72372	297.72372	149.22372	14922.37200	2020-01-01	2020-01-02	2020-01-01 00:04:01	2020-01-02 03:32:22	2020-01-01 00:04:01.000	2020-01-02 03:32:22.000	241	99142	49691.5	4969150	241	99142	49691.5	4969150	-32328	32607	5127.02	512702	-128	127	-0.66	-66
+242	2	10232	99143	0.72672	297.72672	149.22672	14922.67267	0.72672	297.7267	149.22672	14922.67273	0.72672	297.72672	149.22672	14922.67200	2020-01-01	2020-01-02	2020-01-01 00:04:02	2020-01-02 03:32:23	2020-01-01 00:04:02.000	2020-01-02 03:32:23.000	242	99143	49692.5	4969250	242	99143	49692.5	4969250	-32327	32608	5128.02	512802	-128	123	-2.22	-222
+243	2	10233	99144	0.72972	297.72972	149.22972	14922.97297	0.72972	297.72974	149.22973	14922.97332	0.72972	297.72972	149.22972	14922.97200	2020-01-01	2020-01-02	2020-01-01 00:04:03	2020-01-02 03:32:24	2020-01-01 00:04:03.000	2020-01-02 03:32:24.000	243	99144	49693.5	4969350	243	99144	49693.5	4969350	-32326	32609	5129.02	512902	-127	124	-1.22	-122
+244	2	10234	99145	0.73273	297.73273	149.23273	14923.27327	0.73273	297.73273	149.23272	14923.27297	0.73273	297.73273	149.23273	14923.27300	2020-01-01	2020-01-02	2020-01-01 00:04:04	2020-01-02 03:32:25	2020-01-01 00:04:04.000	2020-01-02 03:32:25.000	244	99145	49694.5	4969450	244	99145	49694.5	4969450	-32325	32610	5130.02	513002	-126	125	-0.22	-22
+245	2	10235	99146	0.73573	297.73573	149.23573	14923.57357	0.73573	297.73575	149.23573	14923.57358	0.73573	297.73573	149.23573	14923.57300	2020-01-01	2020-01-02	2020-01-01 00:04:05	2020-01-02 03:32:26	2020-01-01 00:04:05.000	2020-01-02 03:32:26.000	245	99146	49695.5	4969550	245	99146	49695.5	4969550	-32324	32611	5131.02	513102	-125	126	0.78	78
+246	2	10236	99147	0.73873	297.73873	149.23873	14923.87387	0.73873	297.73874	149.23873	14923.8739	0.73873	297.73873	149.23873	14923.87300	2020-01-01	2020-01-02	2020-01-01 00:04:06	2020-01-02 03:32:27	2020-01-01 00:04:06.000	2020-01-02 03:32:27.000	246	99147	49696.5	4969650	246	99147	49696.5	4969650	-32323	32612	5132.02	513202	-124	127	1.78	178
+247	2	10237	99148	0.74174	297.74174	149.24174	14924.17417	0.74174	297.74173	149.24174	14924.1742	0.74174	297.74174	149.24174	14924.17400	2020-01-01	2020-01-02	2020-01-01 00:04:07	2020-01-02 03:32:28	2020-01-01 00:04:07.000	2020-01-02 03:32:28.000	247	99148	49697.5	4969750	247	99148	49697.5	4969750	-32322	32613	5133.02	513302	-128	127	0.22	22
+248	2	10238	99149	0.74474	297.74474	149.24474	14924.47447	0.74474	297.74475	149.24474	14924.47478	0.74474	297.74474	149.24474	14924.47400	2020-01-01	2020-01-02	2020-01-01 00:04:08	2020-01-02 03:32:29	2020-01-01 00:04:08.000	2020-01-02 03:32:29.000	248	99149	49698.5	4969850	248	99149	49698.5	4969850	-32321	32614	5134.02	513402	-128	127	-1.34	-134
+249	2	10239	99150	0.74774	297.74774	149.24774	14924.77477	0.74774	297.74774	149.24774	14924.77447	0.74774	297.74774	149.24774	14924.77400	2020-01-01	2020-01-02	2020-01-01 00:04:09	2020-01-02 03:32:30	2020-01-01 00:04:09.000	2020-01-02 03:32:30.000	249	99150	49699.5	4969950	249	99150	49699.5	4969950	-32320	32615	5135.02	513502	-128	124	-2.9	-290
+25	2	10015	99925	0.07507	300.07507	150.07507	15157.58258	0.07507	300.07507	150.07507	15157.58241	0.07507	300.07507	150.07507	15157.58207	2020-01-01	2020-01-02	2020-01-01 00:00:25	2020-01-02 03:45:25	2020-01-01 00:00:25.000	2020-01-02 03:45:25.000	25	99925	49975	5047475	25	99925	49975	5047475	-32544	32391	4554.009900990099	459955	-127	124	-3.297029702970297	-333
+250	2	10240	99151	0.75075	297.75075	149.25075	14925.07507	0.75075	297.75076	149.25075	14925.07506	0.75075	297.75075	149.25075	14925.07500	2020-01-01	2020-01-02	2020-01-01 00:04:10	2020-01-02 03:32:31	2020-01-01 00:04:10.000	2020-01-02 03:32:31.000	250	99151	49700.5	4970050	250	99151	49700.5	4970050	-32319	32616	5136.02	513602	-127	125	-1.9	-190
+251	2	10241	99152	0.75375	297.75375	149.25375	14925.37537	0.75375	297.75375	149.25375	14925.37536	0.75375	297.75375	149.25375	14925.37500	2020-01-01	2020-01-02	2020-01-01 00:04:11	2020-01-02 03:32:32	2020-01-01 00:04:11.000	2020-01-02 03:32:32.000	251	99152	49701.5	4970150	251	99152	49701.5	4970150	-32318	32617	5137.02	513702	-126	126	-0.9	-90
+252	2	10242	99153	0.75675	297.75675	149.25675	14925.67567	0.75675	297.75674	149.25675	14925.67567	0.75675	297.75675	149.25675	14925.67500	2020-01-01	2020-01-02	2020-01-01 00:04:12	2020-01-02 03:32:33	2020-01-01 00:04:12.000	2020-01-02 03:32:33.000	252	99153	49702.5	4970250	252	99153	49702.5	4970250	-32317	32618	5138.02	513802	-125	127	0.1	10
+253	2	10243	99154	0.75975	297.75975	149.25975	14925.97597	0.75975	297.75977	149.25976	14925.97625	0.75975	297.75975	149.25975	14925.97500	2020-01-01	2020-01-02	2020-01-01 00:04:13	2020-01-02 03:32:34	2020-01-01 00:04:13.000	2020-01-02 03:32:34.000	253	99154	49703.5	4970350	253	99154	49703.5	4970350	-32316	32619	5139.02	513902	-128	127	-1.46	-146
+254	2	10244	99155	0.76276	297.76276	149.26276	14926.27627	0.76276	297.76276	149.26275	14926.27594	0.76276	297.76276	149.26276	14926.27600	2020-01-01	2020-01-02	2020-01-01 00:04:14	2020-01-02 03:32:35	2020-01-01 00:04:14.000	2020-01-02 03:32:35.000	254	99155	49704.5	4970450	254	99155	49704.5	4970450	-32315	32620	5140.02	514002	-128	127	-3.02	-302
+255	2	10245	99156	0.76576	297.76576	149.26576	14926.57657	0.76576	297.76578	149.26576	14926.57652	0.76576	297.76576	149.26576	14926.57600	2020-01-01	2020-01-02	2020-01-01 00:04:15	2020-01-02 03:32:36	2020-01-01 00:04:15.000	2020-01-02 03:32:36.000	255	99156	49705.5	4970550	255	99156	49705.5	4970550	-32314	32621	5141.02	514102	-128	123	-4.58	-458
+256	2	10246	99157	0.76876	297.76876	149.26876	14926.87687	0.76876	297.76877	149.26876	14926.87683	0.76876	297.76876	149.26876	14926.87600	2020-01-01	2020-01-02	2020-01-01 00:04:16	2020-01-02 03:32:37	2020-01-01 00:04:16.000	2020-01-02 03:32:37.000	256	99157	49706.5	4970650	256	99157	49706.5	4970650	-32313	32622	5142.02	514202	-127	124	-3.58	-358
+257	2	10247	99158	0.77177	297.77177	149.27177	14927.17717	0.77177	297.77176	149.27177	14927.17714	0.77177	297.77177	149.27177	14927.17700	2020-01-01	2020-01-02	2020-01-01 00:04:17	2020-01-02 03:32:38	2020-01-01 00:04:17.000	2020-01-02 03:32:38.000	257	99158	49707.5	4970750	257	99158	49707.5	4970750	-32312	32623	5143.02	514302	-126	125	-2.58	-258
+258	2	10248	99159	0.77477	297.77477	149.27477	14927.47747	0.77477	297.77478	149.27477	14927.47776	0.77477	297.77477	149.27477	14927.47700	2020-01-01	2020-01-02	2020-01-01 00:04:18	2020-01-02 03:32:39	2020-01-01 00:04:18.000	2020-01-02 03:32:39.000	258	99159	49708.5	4970850	258	99159	49708.5	4970850	-32311	32624	5144.02	514402	-125	126	-1.58	-158
+259	2	10249	99160	0.77777	297.77777	149.27777	14927.77777	0.77777	297.77777	149.27777	14927.77742	0.77777	297.77777	149.27777	14927.77700	2020-01-01	2020-01-02	2020-01-01 00:04:19	2020-01-02 03:32:40	2020-01-01 00:04:19.000	2020-01-02 03:32:40.000	259	99160	49709.5	4970950	259	99160	49709.5	4970950	-32310	32625	5145.02	514502	-124	127	-0.58	-58
+26	2	10016	99926	0.07807	300.07807	150.07807	15157.88588	0.07807	300.07806	150.07807	15157.88575	0.07807	300.07807	150.07807	15157.88507	2020-01-01	2020-01-02	2020-01-01 00:00:26	2020-01-02 03:45:26	2020-01-01 00:00:26.000	2020-01-02 03:45:26.000	26	99926	49976	5047576	26	99926	49976	5047576	-32543	32392	4555.009900990099	460056	-126	125	-2.297029702970297	-232
+260	2	10250	99161	0.78078	297.78078	149.28078	14928.07807	0.78078	297.7808	149.28077	14928.07799	0.78078	297.78078	149.28078	14928.07800	2020-01-01	2020-01-02	2020-01-01 00:04:20	2020-01-02 03:32:41	2020-01-01 00:04:20.000	2020-01-02 03:32:41.000	260	99161	49710.5	4971050	260	99161	49710.5	4971050	-32309	32626	5146.02	514602	-128	127	-2.14	-214
+261	2	10251	99162	0.78378	297.78378	149.28378	14928.37837	0.78378	297.78378	149.28378	14928.3783	0.78378	297.78378	149.28378	14928.37800	2020-01-01	2020-01-02	2020-01-01 00:04:21	2020-01-02 03:32:42	2020-01-01 00:04:21.000	2020-01-02 03:32:42.000	261	99162	49711.5	4971150	261	99162	49711.5	4971150	-32308	32627	5147.02	514702	-128	123	-3.7	-370
+262	2	10252	99163	0.78678	297.78678	149.28678	14928.67867	0.78678	297.78677	149.28678	14928.67861	0.78678	297.78678	149.28678	14928.67800	2020-01-01	2020-01-02	2020-01-01 00:04:22	2020-01-02 03:32:43	2020-01-01 00:04:22.000	2020-01-02 03:32:43.000	262	99163	49712.5	4971250	262	99163	49712.5	4971250	-32307	32628	5148.02	514802	-127	124	-2.7	-270
+263	2	10253	99164	0.78978	297.78978	149.28978	14928.97897	0.78978	297.7898	149.28979	14928.97923	0.78978	297.78978	149.28978	14928.97800	2020-01-01	2020-01-02	2020-01-01 00:04:23	2020-01-02 03:32:44	2020-01-01 00:04:23.000	2020-01-02 03:32:44.000	263	99164	49713.5	4971350	263	99164	49713.5	4971350	-32306	32629	5149.02	514902	-126	125	-1.7	-170
+264	2	10254	99165	0.79279	297.79279	149.29279	14929.27927	0.79279	297.7928	149.29278	14929.27888	0.79279	297.79279	149.29279	14929.27900	2020-01-01	2020-01-02	2020-01-01 00:04:24	2020-01-02 03:32:45	2020-01-01 00:04:24.000	2020-01-02 03:32:45.000	264	99165	49714.5	4971450	264	99165	49714.5	4971450	-32305	32630	5150.02	515002	-125	126	-0.7	-70
+265	2	10255	99166	0.79579	297.79579	149.29579	14929.57957	0.79579	297.7958	149.29579	14929.57962	0.79579	297.79579	149.29579	14929.57900	2020-01-01	2020-01-02	2020-01-01 00:04:25	2020-01-02 03:32:46	2020-01-01 00:04:25.000	2020-01-02 03:32:46.000	265	99166	49715.5	4971550	265	99166	49715.5	4971550	-32304	32631	5151.02	515102	-124	127	0.3	30
+266	2	10256	99167	0.79879	297.79879	149.29879	14929.87987	0.79879	297.7988	149.29879	14929.87977	0.79879	297.79879	149.29879	14929.87900	2020-01-01	2020-01-02	2020-01-01 00:04:26	2020-01-02 03:32:47	2020-01-01 00:04:26.000	2020-01-02 03:32:47.000	266	99167	49716.5	4971650	266	99167	49716.5	4971650	-32303	32632	5152.02	515202	-128	127	-1.26	-126
+267	2	10257	99168	0.8018	297.8018	149.3018	14930.18018	0.8018	297.8018	149.3018	14930.18012	0.80180	297.80180	149.30180	14930.18000	2020-01-01	2020-01-02	2020-01-01 00:04:27	2020-01-02 03:32:48	2020-01-01 00:04:27.000	2020-01-02 03:32:48.000	267	99168	49717.5	4971750	267	99168	49717.5	4971750	-32302	32633	5153.02	515302	-128	123	-2.82	-282
+268	2	10258	99169	0.8048	297.8048	149.3048	14930.48048	0.8048	297.8048	149.3048	14930.4807	0.80480	297.80480	149.30480	14930.48000	2020-01-01	2020-01-02	2020-01-01 00:04:28	2020-01-02 03:32:49	2020-01-01 00:04:28.000	2020-01-02 03:32:49.000	268	99169	49718.5	4971850	268	99169	49718.5	4971850	-32301	32634	5154.02	515402	-127	124	-1.82	-182
+269	2	10259	99170	0.8078	297.8078	149.3078	14930.78078	0.8078	297.8078	149.3078	14930.78035	0.80780	297.80780	149.30780	14930.78000	2020-01-01	2020-01-02	2020-01-01 00:04:29	2020-01-02 03:32:50	2020-01-01 00:04:29.000	2020-01-02 03:32:50.000	269	99170	49719.5	4971950	269	99170	49719.5	4971950	-32300	32635	5155.02	515502	-126	125	-0.82	-82
+27	2	10017	99927	0.08108	300.08108	150.08108	15158.18918	0.08108	300.0811	150.08108	15158.18936	0.08108	300.08108	150.08108	15158.18908	2020-01-01	2020-01-02	2020-01-01 00:00:27	2020-01-02 03:45:27	2020-01-01 00:00:27.000	2020-01-02 03:45:27.000	27	99927	49977	5047677	27	99927	49977	5047677	-32542	32393	4556.009900990099	460157	-125	126	-1.297029702970297	-131
+270	2	10260	99171	0.81081	297.81081	149.31081	14931.08108	0.81081	297.81082	149.31081	14931.08109	0.81081	297.81081	149.31081	14931.08100	2020-01-01	2020-01-02	2020-01-01 00:04:30	2020-01-02 03:32:51	2020-01-01 00:04:30.000	2020-01-02 03:32:51.000	270	99171	49720.5	4972050	270	99171	49720.5	4972050	-32299	32636	5156.02	515602	-125	126	0.18	18
+271	2	10261	99172	0.81381	297.81381	149.31381	14931.38138	0.81381	297.8138	149.31381	14931.38124	0.81381	297.81381	149.31381	14931.38100	2020-01-01	2020-01-02	2020-01-01 00:04:31	2020-01-02 03:32:52	2020-01-01 00:04:31.000	2020-01-02 03:32:52.000	271	99172	49721.5	4972150	271	99172	49721.5	4972150	-32298	32637	5157.02	515702	-124	127	1.18	118
+272	2	10262	99173	0.81681	297.81681	149.31681	14931.68168	0.81681	297.8168	149.31681	14931.68159	0.81681	297.81681	149.31681	14931.68100	2020-01-01	2020-01-02	2020-01-01 00:04:32	2020-01-02 03:32:53	2020-01-01 00:04:32.000	2020-01-02 03:32:53.000	272	99173	49722.5	4972250	272	99173	49722.5	4972250	-32297	32638	5158.02	515802	-128	127	-0.38	-38
+273	2	10263	99174	0.81981	297.81981	149.31981	14931.98198	0.81981	297.81982	149.31982	14931.98217	0.81981	297.81981	149.31981	14931.98100	2020-01-01	2020-01-02	2020-01-01 00:04:33	2020-01-02 03:32:54	2020-01-01 00:04:33.000	2020-01-02 03:32:54.000	273	99174	49723.5	4972350	273	99174	49723.5	4972350	-32296	32639	5159.02	515902	-128	127	-1.94	-194
+274	2	10264	99175	0.82282	297.82282	149.32282	14932.28228	0.82282	297.8228	149.32282	14932.28247	0.82282	297.82282	149.32282	14932.28200	2020-01-01	2020-01-02	2020-01-01 00:04:34	2020-01-02 03:32:55	2020-01-01 00:04:34.000	2020-01-02 03:32:55.000	274	99175	49724.5	4972450	274	99175	49724.5	4972450	-32295	32640	5160.02	516002	-128	124	-3.5	-350
+275	2	10265	99176	0.82582	297.82582	149.32582	14932.58258	0.82582	297.82584	149.32582	14932.58256	0.82582	297.82582	149.32582	14932.58200	2020-01-01	2020-01-02	2020-01-01 00:04:35	2020-01-02 03:32:56	2020-01-01 00:04:35.000	2020-01-02 03:32:56.000	275	99176	49725.5	4972550	275	99176	49725.5	4972550	-32294	32641	5161.02	516102	-127	125	-2.5	-250
+276	2	10266	99177	0.82882	297.82882	149.32882	14932.88288	0.82882	297.82883	149.32882	14932.88275	0.82882	297.82882	149.32882	14932.88200	2020-01-01	2020-01-02	2020-01-01 00:04:36	2020-01-02 03:32:57	2020-01-01 00:04:36.000	2020-01-02 03:32:57.000	276	99177	49726.5	4972650	276	99177	49726.5	4972650	-32293	32642	5162.02	516202	-126	126	-1.5	-150
+277	2	10267	99178	0.83183	297.83183	149.33183	14933.18318	0.83183	297.83182	149.33183	14933.18305	0.83183	297.83183	149.33183	14933.18300	2020-01-01	2020-01-02	2020-01-01 00:04:37	2020-01-02 03:32:58	2020-01-01 00:04:37.000	2020-01-02 03:32:58.000	277	99178	49727.5	4972750	277	99178	49727.5	4972750	-32292	32643	5163.02	516302	-125	127	-0.5	-50
+278	2	10268	99179	0.83483	297.83483	149.33483	14933.48348	0.83483	297.83484	149.33483	14933.48364	0.83483	297.83483	149.33483	14933.48300	2020-01-01	2020-01-02	2020-01-01 00:04:38	2020-01-02 03:32:59	2020-01-01 00:04:38.000	2020-01-02 03:32:59.000	278	99179	49728.5	4972850	278	99179	49728.5	4972850	-32291	32644	5164.02	516402	-128	127	-2.06	-206
+279	2	10269	99180	0.83783	297.83783	149.33783	14933.78378	0.83783	297.83783	149.33783	14933.78394	0.83783	297.83783	149.33783	14933.78300	2020-01-01	2020-01-02	2020-01-01 00:04:39	2020-01-02 03:33:00	2020-01-01 00:04:39.000	2020-01-02 03:33:00.000	279	99180	49729.5	4972950	279	99180	49729.5	4972950	-32290	32645	5165.02	516502	-128	127	-3.62	-362
+28	2	10018	99928	0.08408	300.08408	150.08408	15158.49249	0.08408	300.08408	150.08408	15158.49265	0.08408	300.08408	150.08408	15158.49208	2020-01-01	2020-01-02	2020-01-01 00:00:28	2020-01-02 03:45:28	2020-01-01 00:00:28.000	2020-01-02 03:45:28.000	28	99928	49978	5047778	28	99928	49978	5047778	-32541	32394	4557.009900990099	460258	-124	127	-0.297029702970297	-30
+280	2	10270	99181	0.84084	297.84084	149.34084	14934.08408	0.84084	297.84085	149.34084	14934.08403	0.84084	297.84084	149.34084	14934.08400	2020-01-01	2020-01-02	2020-01-01 00:04:40	2020-01-02 03:33:01	2020-01-01 00:04:40.000	2020-01-02 03:33:01.000	280	99181	49730.5	4973050	280	99181	49730.5	4973050	-32289	32646	5166.02	516602	-128	123	-5.18	-518
+281	2	10271	99182	0.84384	297.84384	149.34384	14934.38438	0.84384	297.84384	149.34384	14934.38421	0.84384	297.84384	149.34384	14934.38400	2020-01-01	2020-01-02	2020-01-01 00:04:41	2020-01-02 03:33:02	2020-01-01 00:04:41.000	2020-01-02 03:33:02.000	281	99182	49731.5	4973150	281	99182	49731.5	4973150	-32288	32647	5167.02	516702	-127	124	-4.18	-418
+282	2	10272	99183	0.84684	297.84684	149.34684	14934.68468	0.84684	297.84683	149.34684	14934.68453	0.84684	297.84684	149.34684	14934.68400	2020-01-01	2020-01-02	2020-01-01 00:04:42	2020-01-02 03:33:03	2020-01-01 00:04:42.000	2020-01-02 03:33:03.000	282	99183	49732.5	4973250	282	99183	49732.5	4973250	-32287	32648	5168.02	516802	-126	125	-3.18	-318
+283	2	10273	99184	0.84984	297.84984	149.34984	14934.98498	0.84984	297.84985	149.34985	14934.98526	0.84984	297.84984	149.34984	14934.98400	2020-01-01	2020-01-02	2020-01-01 00:04:43	2020-01-02 03:33:04	2020-01-01 00:04:43.000	2020-01-02 03:33:04.000	283	99184	49733.5	4973350	283	99184	49733.5	4973350	-32286	32649	5169.02	516902	-125	126	-2.18	-218
+284	2	10274	99185	0.85285	297.85285	149.35285	14935.28528	0.85285	297.85284	149.35285	14935.28542	0.85285	297.85285	149.35285	14935.28500	2020-01-01	2020-01-02	2020-01-01 00:04:44	2020-01-02 03:33:05	2020-01-01 00:04:44.000	2020-01-02 03:33:05.000	284	99185	49734.5	4973450	284	99185	49734.5	4973450	-32285	32650	5170.02	517002	-124	127	-1.18	-118
+285	2	10275	99186	0.85585	297.85585	149.35585	14935.58558	0.85585	297.85587	149.35585	14935.5855	0.85585	297.85585	149.35585	14935.58500	2020-01-01	2020-01-02	2020-01-01 00:04:45	2020-01-02 03:33:06	2020-01-01 00:04:45.000	2020-01-02 03:33:06.000	285	99186	49735.5	4973550	285	99186	49735.5	4973550	-32284	32651	5171.02	517102	-128	127	-2.74	-274
+286	2	10276	99187	0.85885	297.85885	149.35885	14935.88588	0.85885	297.85886	149.35885	14935.88568	0.85885	297.85885	149.35885	14935.88500	2020-01-01	2020-01-02	2020-01-01 00:04:46	2020-01-02 03:33:07	2020-01-01 00:04:46.000	2020-01-02 03:33:07.000	286	99187	49736.5	4973650	286	99187	49736.5	4973650	-32283	32652	5172.02	517202	-128	123	-4.3	-430
+287	2	10277	99188	0.86186	297.86186	149.36186	14936.18618	0.86186	297.86185	149.36186	14936.186	0.86186	297.86186	149.36186	14936.18600	2020-01-01	2020-01-02	2020-01-01 00:04:47	2020-01-02 03:33:08	2020-01-01 00:04:47.000	2020-01-02 03:33:08.000	287	99188	49737.5	4973750	287	99188	49737.5	4973750	-32282	32653	5173.02	517302	-127	124	-3.3	-330
+288	2	10278	99189	0.86486	297.86486	149.36486	14936.48648	0.86486	297.86487	149.36486	14936.48673	0.86486	297.86486	149.36486	14936.48600	2020-01-01	2020-01-02	2020-01-01 00:04:48	2020-01-02 03:33:09	2020-01-01 00:04:48.000	2020-01-02 03:33:09.000	288	99189	49738.5	4973850	288	99189	49738.5	4973850	-32281	32654	5174.02	517402	-126	125	-2.3	-230
+289	2	10279	99190	0.86786	297.86786	149.36786	14936.78678	0.86786	297.86786	149.36786	14936.78688	0.86786	297.86786	149.36786	14936.78600	2020-01-01	2020-01-02	2020-01-01 00:04:49	2020-01-02 03:33:10	2020-01-01 00:04:49.000	2020-01-02 03:33:10.000	289	99190	49739.5	4973950	289	99190	49739.5	4973950	-32280	32655	5175.02	517502	-125	126	-1.3	-130
+29	2	10019	99929	0.08708	300.08708	150.08708	15158.79579	0.08708	300.0871	150.08708	15158.79576	0.08708	300.08708	150.08708	15158.79508	2020-01-01	2020-01-02	2020-01-01 00:00:29	2020-01-02 03:45:29	2020-01-01 00:00:29.000	2020-01-02 03:45:29.000	29	99929	49979	5047879	29	99929	49979	5047879	-32540	32395	4558.009900990099	460359	-128	127	-1.8316831683168318	-185
+290	2	10280	99191	0.87087	297.87087	149.37087	14937.08708	0.87087	297.87088	149.37087	14937.087	0.87087	297.87087	149.37087	14937.08700	2020-01-01	2020-01-02	2020-01-01 00:04:50	2020-01-02 03:33:11	2020-01-01 00:04:50.000	2020-01-02 03:33:11.000	290	99191	49740.5	4974050	290	99191	49740.5	4974050	-32279	32656	5176.02	517602	-124	127	-0.3	-30
+291	2	10281	99192	0.87387	297.87387	149.37387	14937.38738	0.87387	297.87387	149.37387	14937.38716	0.87387	297.87387	149.37387	14937.38700	2020-01-01	2020-01-02	2020-01-01 00:04:51	2020-01-02 03:33:12	2020-01-01 00:04:51.000	2020-01-02 03:33:12.000	291	99192	49741.5	4974150	291	99192	49741.5	4974150	-32278	32657	5177.02	517702	-128	127	-1.86	-186
+292	2	10282	99193	0.87687	297.87687	149.37687	14937.68768	0.87687	297.8769	149.37687	14937.68789	0.87687	297.87687	149.37687	14937.68700	2020-01-01	2020-01-02	2020-01-01 00:04:52	2020-01-02 03:33:13	2020-01-01 00:04:52.000	2020-01-02 03:33:13.000	292	99193	49742.5	4974250	292	99193	49742.5	4974250	-32277	32658	5178.02	517802	-128	123	-3.42	-342
+293	2	10283	99194	0.87987	297.87987	149.37987	14937.98798	0.87987	297.87988	149.37988	14937.9882	0.87987	297.87987	149.37987	14937.98700	2020-01-01	2020-01-02	2020-01-01 00:04:53	2020-01-02 03:33:14	2020-01-01 00:04:53.000	2020-01-02 03:33:14.000	293	99194	49743.5	4974350	293	99194	49743.5	4974350	-32276	32659	5179.02	517902	-127	124	-2.42	-242
+294	2	10284	99195	0.88288	297.88288	149.38288	14938.28828	0.88288	297.88287	149.38288	14938.28835	0.88288	297.88288	149.38288	14938.28800	2020-01-01	2020-01-02	2020-01-01 00:04:54	2020-01-02 03:33:15	2020-01-01 00:04:54.000	2020-01-02 03:33:15.000	294	99195	49744.5	4974450	294	99195	49744.5	4974450	-32275	32660	5180.02	518002	-126	125	-1.42	-142
+295	2	10285	99196	0.88588	297.88588	149.38588	14938.58858	0.88588	297.8859	149.38588	14938.58847	0.88588	297.88588	149.38588	14938.58800	2020-01-01	2020-01-02	2020-01-01 00:04:55	2020-01-02 03:33:16	2020-01-01 00:04:55.000	2020-01-02 03:33:16.000	295	99196	49745.5	4974550	295	99196	49745.5	4974550	-32274	32661	5181.02	518102	-125	126	-0.42	-42
+296	2	10286	99197	0.88888	297.88888	149.38888	14938.88888	0.88888	297.8889	149.38888	14938.88863	0.88888	297.88888	149.38888	14938.88800	2020-01-01	2020-01-02	2020-01-01 00:04:56	2020-01-02 03:33:17	2020-01-01 00:04:56.000	2020-01-02 03:33:17.000	296	99197	49746.5	4974650	296	99197	49746.5	4974650	-32273	32662	5182.02	518202	-124	127	0.58	58
+297	2	10287	99198	0.89189	297.89189	149.39189	14939.18918	0.89189	297.8919	149.39189	14939.18936	0.89189	297.89189	149.39189	14939.18900	2020-01-01	2020-01-02	2020-01-01 00:04:57	2020-01-02 03:33:18	2020-01-01 00:04:57.000	2020-01-02 03:33:18.000	297	99198	49747.5	4974750	297	99198	49747.5	4974750	-32272	32663	5183.02	518302	-128	127	-0.98	-98
+298	2	10288	99199	0.89489	297.89489	149.39489	14939.48948	0.89489	297.8949	149.39489	14939.48967	0.89489	297.89489	149.39489	14939.48900	2020-01-01	2020-01-02	2020-01-01 00:04:58	2020-01-02 03:33:19	2020-01-01 00:04:58.000	2020-01-02 03:33:19.000	298	99199	49748.5	4974850	298	99199	49748.5	4974850	-32271	32664	5184.02	518402	-128	127	-2.54	-254
+299	2	10289	99200	0.89789	297.89789	149.39789	14939.78978	0.89789	297.8979	149.39789	14939.78986	0.89789	297.89789	149.39789	14939.78900	2020-01-01	2020-01-02	2020-01-01 00:04:59	2020-01-02 03:33:20	2020-01-01 00:04:59.000	2020-01-02 03:33:20.000	299	99200	49749.5	4974950	299	99200	49749.5	4974950	-32270	32665	5185.02	518502	-128	124	-4.1	-410
+3	2	1002	9993	0.009	300.009	150.009	15150.9099	0.009	300.009	150.009	15150.90958	0.00900	300.00900	150.00900	15150.90900	2020-01-01	2020-01-02	2020-01-01 00:00:03	2020-01-02 03:45:03	2020-01-01 00:00:03.000	2020-01-02 03:45:03.000	3	99903	49953	5045253	3	99903	49953	5045253	-32566	32369	4532.009900990099	457733	-124	127	0.04950495049504951	5
+30	2	10020	99930	0.09009	300.09009	150.09009	15159.09909	0.09009	300.0901	150.09008	15159.09894	0.09009	300.09009	150.09009	15159.09909	2020-01-01	2020-01-02	2020-01-01 00:00:30	2020-01-02 03:45:30	2020-01-01 00:00:30.000	2020-01-02 03:45:30.000	30	99930	49980	5047980	30	99930	49980	5047980	-32539	32396	4559.009900990099	460460	-128	123	-3.366336633663366	-340
+300	2	10290	99201	0.9009	297.9009	149.4009	14940.09009	0.9009	297.9009	149.40089	14940.08995	0.90090	297.90090	149.40090	14940.09000	2020-01-01	2020-01-02	2020-01-01 00:05:00	2020-01-02 03:33:21	2020-01-01 00:05:00.000	2020-01-02 03:33:21.000	300	99201	49750.5	4975050	300	99201	49750.5	4975050	-32269	32666	5186.02	518602	-127	125	-3.1	-310
+301	2	10291	99202	0.9039	297.9039	149.4039	14940.39039	0.9039	297.9039	149.4039	14940.39009	0.90390	297.90390	149.40390	14940.39000	2020-01-01	2020-01-02	2020-01-01 00:05:01	2020-01-02 03:33:22	2020-01-01 00:05:01.000	2020-01-02 03:33:22.000	301	99202	49751.5	4975150	301	99202	49751.5	4975150	-32268	32667	5187.02	518702	-126	126	-2.1	-210
+302	2	10292	99203	0.9069	297.9069	149.4069	14940.69069	0.9069	297.90692	149.4069	14940.69083	0.90690	297.90690	149.40690	14940.69000	2020-01-01	2020-01-02	2020-01-01 00:05:02	2020-01-02 03:33:23	2020-01-01 00:05:02.000	2020-01-02 03:33:23.000	302	99203	49752.5	4975250	302	99203	49752.5	4975250	-32267	32668	5188.02	518802	-125	127	-1.1	-110
+303	2	10293	99204	0.9099	297.9099	149.4099	14940.99099	0.9099	297.9099	149.40991	14940.99114	0.90990	297.90990	149.40990	14940.99000	2020-01-01	2020-01-02	2020-01-01 00:05:03	2020-01-02 03:33:24	2020-01-01 00:05:03.000	2020-01-02 03:33:24.000	303	99204	49753.5	4975350	303	99204	49753.5	4975350	-32266	32669	5189.02	518902	-128	127	-2.66	-266
+304	2	10294	99205	0.91291	297.91291	149.41291	14941.29129	0.91291	297.9129	149.41291	14941.29133	0.91291	297.91291	149.41291	14941.29100	2020-01-01	2020-01-02	2020-01-01 00:05:04	2020-01-02 03:33:25	2020-01-01 00:05:04.000	2020-01-02 03:33:25.000	304	99205	49754.5	4975450	304	99205	49754.5	4975450	-32265	32670	5190.02	519002	-128	127	-4.22	-422
+305	2	10295	99206	0.91591	297.91591	149.41591	14941.59159	0.91591	297.91592	149.41591	14941.59141	0.91591	297.91591	149.41591	14941.59100	2020-01-01	2020-01-02	2020-01-01 00:05:05	2020-01-02 03:33:26	2020-01-01 00:05:05.000	2020-01-02 03:33:26.000	305	99206	49755.5	4975550	305	99206	49755.5	4975550	-32264	32671	5191.02	519102	-128	123	-5.78	-578
+306	2	10296	99207	0.91891	297.91891	149.41891	14941.89189	0.91891	297.9189	149.41891	14941.89172	0.91891	297.91891	149.41891	14941.89100	2020-01-01	2020-01-02	2020-01-01 00:05:06	2020-01-02 03:33:27	2020-01-01 00:05:06.000	2020-01-02 03:33:27.000	306	99207	49756.5	4975650	306	99207	49756.5	4975650	-32263	32672	5192.02	519202	-127	124	-4.78	-478
+307	2	10297	99208	0.92192	297.92192	149.42192	14942.19219	0.92192	297.92194	149.42192	14942.1923	0.92192	297.92192	149.42192	14942.19200	2020-01-01	2020-01-02	2020-01-01 00:05:07	2020-01-02 03:33:28	2020-01-01 00:05:07.000	2020-01-02 03:33:28.000	307	99208	49757.5	4975750	307	99208	49757.5	4975750	-32262	32673	5193.02	519302	-126	125	-3.78	-378
+308	2	10298	99209	0.92492	297.92492	149.42492	14942.49249	0.92492	297.92493	149.42492	14942.49265	0.92492	297.92492	149.42492	14942.49200	2020-01-01	2020-01-02	2020-01-01 00:05:08	2020-01-02 03:33:29	2020-01-01 00:05:08.000	2020-01-02 03:33:29.000	308	99209	49758.5	4975850	308	99209	49758.5	4975850	-32261	32674	5194.02	519402	-125	126	-2.78	-278
+309	2	10299	99210	0.92792	297.92792	149.42792	14942.79279	0.92792	297.92792	149.42792	14942.7928	0.92792	297.92792	149.42792	14942.79200	2020-01-01	2020-01-02	2020-01-01 00:05:09	2020-01-02 03:33:30	2020-01-01 00:05:09.000	2020-01-02 03:33:30.000	309	99210	49759.5	4975950	309	99210	49759.5	4975950	-32260	32675	5195.02	519502	-124	127	-1.78	-178
+31	2	10021	99931	0.09309	300.09309	150.09309	15159.4024	0.09309	300.09308	150.09309	15159.40224	0.09309	300.09309	150.09309	15159.40209	2020-01-01	2020-01-02	2020-01-01 00:00:31	2020-01-02 03:45:31	2020-01-01 00:00:31.000	2020-01-02 03:45:31.000	31	99931	49981	5048081	31	99931	49981	5048081	-32538	32397	4560.009900990099	460561	-127	124	-2.366336633663366	-239
+310	2	10300	99211	0.93093	297.93093	149.43093	14943.09309	0.93093	297.93094	149.43092	14943.09288	0.93093	297.93093	149.43093	14943.09300	2020-01-01	2020-01-02	2020-01-01 00:05:10	2020-01-02 03:33:31	2020-01-01 00:05:10.000	2020-01-02 03:33:31.000	310	99211	49760.5	4976050	310	99211	49760.5	4976050	-32259	32676	5196.02	519602	-128	127	-3.34	-334
+311	2	10301	99212	0.93393	297.93393	149.43393	14943.39339	0.93393	297.93393	149.43393	14943.39319	0.93393	297.93393	149.43393	14943.39300	2020-01-01	2020-01-02	2020-01-01 00:05:11	2020-01-02 03:33:32	2020-01-01 00:05:11.000	2020-01-02 03:33:32.000	311	99212	49761.5	4976150	311	99212	49761.5	4976150	-32258	32677	5197.02	519702	-128	123	-4.9	-490
+312	2	10302	99213	0.93693	297.93693	149.43693	14943.69369	0.93693	297.93695	149.43693	14943.69377	0.93693	297.93693	149.43693	14943.69300	2020-01-01	2020-01-02	2020-01-01 00:05:12	2020-01-02 03:33:33	2020-01-01 00:05:12.000	2020-01-02 03:33:33.000	312	99213	49762.5	4976250	312	99213	49762.5	4976250	-32257	32678	5198.02	519802	-127	124	-3.9	-390
+313	2	10303	99214	0.93993	297.93993	149.43993	14943.99399	0.93993	297.93994	149.43994	14943.99412	0.93993	297.93993	149.43993	14943.99300	2020-01-01	2020-01-02	2020-01-01 00:05:13	2020-01-02 03:33:34	2020-01-01 00:05:13.000	2020-01-02 03:33:34.000	313	99214	49763.5	4976350	313	99214	49763.5	4976350	-32256	32679	5199.02	519902	-126	125	-2.9	-290
+314	2	10304	99215	0.94294	297.94294	149.44294	14944.29429	0.94294	297.94293	149.44294	14944.29427	0.94294	297.94294	149.44294	14944.29400	2020-01-01	2020-01-02	2020-01-01 00:05:14	2020-01-02 03:33:35	2020-01-01 00:05:14.000	2020-01-02 03:33:35.000	314	99215	49764.5	4976450	314	99215	49764.5	4976450	-32255	32680	5200.02	520002	-125	126	-1.9	-190
+315	2	10305	99216	0.94594	297.94594	149.44594	14944.59459	0.94594	297.94595	149.44595	14944.595	0.94594	297.94594	149.44594	14944.59400	2020-01-01	2020-01-02	2020-01-01 00:05:15	2020-01-02 03:33:36	2020-01-01 00:05:15.000	2020-01-02 03:33:36.000	315	99216	49765.5	4976550	315	99216	49765.5	4976550	-32254	32681	5201.02	520102	-124	127	-0.9	-90
+316	2	10306	99217	0.94894	297.94894	149.44894	14944.89489	0.94894	297.94894	149.44894	14944.89466	0.94894	297.94894	149.44894	14944.89400	2020-01-01	2020-01-02	2020-01-01 00:05:16	2020-01-02 03:33:37	2020-01-01 00:05:16.000	2020-01-02 03:33:37.000	316	99217	49766.5	4976650	316	99217	49766.5	4976650	-32253	32682	5202.02	520202	-128	127	-2.46	-246
+317	2	10307	99218	0.95195	297.95195	149.45195	14945.19519	0.95195	297.95197	149.45195	14945.19524	0.95195	297.95195	149.45195	14945.19500	2020-01-01	2020-01-02	2020-01-01 00:05:17	2020-01-02 03:33:38	2020-01-01 00:05:17.000	2020-01-02 03:33:38.000	317	99218	49767.5	4976750	317	99218	49767.5	4976750	-32252	32683	5203.02	520302	-128	123	-4.02	-402
+318	2	10308	99219	0.95495	297.95495	149.45495	14945.49549	0.95495	297.95496	149.45495	14945.49558	0.95495	297.95495	149.45495	14945.49500	2020-01-01	2020-01-02	2020-01-01 00:05:18	2020-01-02 03:33:39	2020-01-01 00:05:18.000	2020-01-02 03:33:39.000	318	99219	49768.5	4976850	318	99219	49768.5	4976850	-32251	32684	5204.02	520402	-127	124	-3.02	-302
+319	2	10309	99220	0.95795	297.95795	149.45795	14945.79579	0.95795	297.95795	149.45795	14945.79574	0.95795	297.95795	149.45795	14945.79500	2020-01-01	2020-01-02	2020-01-01 00:05:19	2020-01-02 03:33:40	2020-01-01 00:05:19.000	2020-01-02 03:33:40.000	319	99220	49769.5	4976950	319	99220	49769.5	4976950	-32250	32685	5205.02	520502	-126	125	-2.02	-202
+32	2	10022	99932	0.09609	300.09609	150.09609	15159.7057	0.09609	300.0961	150.09609	15159.706	0.09609	300.09609	150.09609	15159.70509	2020-01-01	2020-01-02	2020-01-01 00:00:32	2020-01-02 03:45:32	2020-01-01 00:00:32.000	2020-01-02 03:45:32.000	32	99932	49982	5048182	32	99932	49982	5048182	-32537	32398	4561.009900990099	460662	-126	125	-1.3663366336633664	-138
+320	2	10310	99221	0.96096	297.96096	149.46096	14946.09609	0.96096	297.96097	149.46096	14946.09647	0.96096	297.96096	149.46096	14946.09600	2020-01-01	2020-01-02	2020-01-01 00:05:20	2020-01-02 03:33:41	2020-01-01 00:05:20.000	2020-01-02 03:33:41.000	320	99221	49770.5	4977050	320	99221	49770.5	4977050	-32249	32686	5206.02	520602	-125	126	-1.02	-102
+321	2	10311	99222	0.96396	297.96396	149.46396	14946.39639	0.96396	297.96396	149.46396	14946.39613	0.96396	297.96396	149.46396	14946.39600	2020-01-01	2020-01-02	2020-01-01 00:05:21	2020-01-02 03:33:42	2020-01-01 00:05:21.000	2020-01-02 03:33:42.000	321	99222	49771.5	4977150	321	99222	49771.5	4977150	-32248	32687	5207.02	520702	-124	127	-0.02	-2
+322	2	10312	99223	0.96696	297.96696	149.46696	14946.69669	0.96696	297.96698	149.46696	14946.69674	0.96696	297.96696	149.46696	14946.69600	2020-01-01	2020-01-02	2020-01-01 00:05:22	2020-01-02 03:33:43	2020-01-01 00:05:22.000	2020-01-02 03:33:43.000	322	99223	49772.5	4977250	322	99223	49772.5	4977250	-32247	32688	5208.02	520802	-128	127	-1.58	-158
+323	2	10313	99224	0.96996	297.96996	149.46996	14946.99699	0.96997	297.96997	149.46997	14946.99706	0.96996	297.96996	149.46996	14946.99600	2020-01-01	2020-01-02	2020-01-01 00:05:23	2020-01-02 03:33:44	2020-01-01 00:05:23.000	2020-01-02 03:33:44.000	323	99224	49773.5	4977350	323	99224	49773.5	4977350	-32246	32689	5209.02	520902	-128	123	-3.14	-314
+324	2	10314	99225	0.97297	297.97297	149.47297	14947.29729	0.97297	297.97296	149.47297	14947.29737	0.97297	297.97297	149.47297	14947.29700	2020-01-01	2020-01-02	2020-01-01 00:05:24	2020-01-02 03:33:45	2020-01-01 00:05:24.000	2020-01-02 03:33:45.000	324	99225	49774.5	4977450	324	99225	49774.5	4977450	-32245	32690	5210.02	521002	-127	124	-2.14	-214
+325	2	10315	99226	0.97597	297.97597	149.47597	14947.59759	0.97597	297.97598	149.47597	14947.59794	0.97597	297.97597	149.47597	14947.59700	2020-01-01	2020-01-02	2020-01-01 00:05:25	2020-01-02 03:33:46	2020-01-01 00:05:25.000	2020-01-02 03:33:46.000	325	99226	49775.5	4977550	325	99226	49775.5	4977550	-32244	32691	5211.02	521102	-126	125	-1.14	-114
+326	2	10316	99227	0.97897	297.97897	149.47897	14947.89789	0.97897	297.97897	149.47897	14947.8976	0.97897	297.97897	149.47897	14947.89700	2020-01-01	2020-01-02	2020-01-01 00:05:26	2020-01-02 03:33:47	2020-01-01 00:05:26.000	2020-01-02 03:33:47.000	326	99227	49776.5	4977650	326	99227	49776.5	4977650	-32243	32692	5212.02	521202	-125	126	-0.14	-14
+327	2	10317	99228	0.98198	297.98198	149.48198	14948.19819	0.98198	297.982	149.48198	14948.19821	0.98198	297.98198	149.48198	14948.19800	2020-01-01	2020-01-02	2020-01-01 00:05:27	2020-01-02 03:33:48	2020-01-01 00:05:27.000	2020-01-02 03:33:48.000	327	99228	49777.5	4977750	327	99228	49777.5	4977750	-32242	32693	5213.02	521302	-124	127	0.86	86
+328	2	10318	99229	0.98498	297.98498	149.48498	14948.49849	0.98498	297.985	149.48498	14948.49853	0.98498	297.98498	149.48498	14948.49800	2020-01-01	2020-01-02	2020-01-01 00:05:28	2020-01-02 03:33:49	2020-01-01 00:05:28.000	2020-01-02 03:33:49.000	328	99229	49778.5	4977850	328	99229	49778.5	4977850	-32241	32694	5214.02	521402	-128	127	-0.7	-70
+329	2	10319	99230	0.98798	297.98798	149.48798	14948.79879	0.98798	297.98798	149.48798	14948.79883	0.98798	297.98798	149.48798	14948.79800	2020-01-01	2020-01-02	2020-01-01 00:05:29	2020-01-02 03:33:50	2020-01-01 00:05:29.000	2020-01-02 03:33:50.000	329	99230	49779.5	4977950	329	99230	49779.5	4977950	-32240	32695	5215.02	521502	-128	127	-2.26	-226
+33	2	10023	99933	0.09909	300.09909	150.09909	15160.009	0.09909	300.0991	150.0991	15160.00913	0.09909	300.09909	150.09909	15160.00809	2020-01-01	2020-01-02	2020-01-01 00:00:33	2020-01-02 03:45:33	2020-01-01 00:00:33.000	2020-01-02 03:45:33.000	33	99933	49983	5048283	33	99933	49983	5048283	-32536	32399	4562.009900990099	460763	-125	126	-0.36633663366336633	-37
+330	2	10320	99231	0.99099	297.99099	149.49099	14949.09909	0.99099	297.991	149.49099	14949.09941	0.99099	297.99099	149.49099	14949.09900	2020-01-01	2020-01-02	2020-01-01 00:05:30	2020-01-02 03:33:51	2020-01-01 00:05:30.000	2020-01-02 03:33:51.000	330	99231	49780.5	4978050	330	99231	49780.5	4978050	-32239	32696	5216.02	521602	-128	123	-3.82	-382
+331	2	10321	99232	0.99399	297.99399	149.49399	14949.39939	0.99399	297.994	149.49399	14949.39911	0.99399	297.99399	149.49399	14949.39900	2020-01-01	2020-01-02	2020-01-01 00:05:31	2020-01-02 03:33:52	2020-01-01 00:05:31.000	2020-01-02 03:33:52.000	331	99232	49781.5	4978150	331	99232	49781.5	4978150	-32238	32697	5217.02	521702	-127	124	-2.82	-282
+332	2	10322	99233	0.99699	297.99699	149.49699	14949.69969	0.99699	297.997	149.49699	14949.69969	0.99699	297.99699	149.49699	14949.69900	2020-01-01	2020-01-02	2020-01-01 00:05:32	2020-01-02 03:33:53	2020-01-01 00:05:32.000	2020-01-02 03:33:53.000	332	99233	49782.5	4978250	332	99233	49782.5	4978250	-32237	32698	5218.02	521802	-126	125	-1.82	-182
+333	2	10323	99234	1	298	149.5	14950	1	298	149.5	14950	1.00000	298.00000	149.50000	14950.00000	2020-01-01	2020-01-02	2020-01-01 00:05:33	2020-01-02 03:33:54	2020-01-01 00:05:33.000	2020-01-02 03:33:54.000	333	99234	49783.5	4978350	333	99234	49783.5	4978350	-32236	32699	5219.02	521902	-125	126	-0.82	-82
+334	2	10324	99235	1.003	298.003	149.503	14950.3003	1.003	298.003	149.503	14950.30029	1.00300	298.00300	149.50300	14950.30000	2020-01-01	2020-01-02	2020-01-01 00:05:34	2020-01-02 03:33:55	2020-01-01 00:05:34.000	2020-01-02 03:33:55.000	334	99235	49784.5	4978450	334	99235	49784.5	4978450	-32235	32700	5220.02	522002	-124	127	0.18	18
+335	2	10325	99236	1.006	298.006	149.506	14950.6006	1.006	298.006	149.506	14950.60088	1.00600	298.00600	149.50600	14950.60000	2020-01-01	2020-01-02	2020-01-01 00:05:35	2020-01-02 03:33:56	2020-01-01 00:05:35.000	2020-01-02 03:33:56.000	335	99236	49785.5	4978550	335	99236	49785.5	4978550	-32234	32701	5221.02	522102	-128	127	-1.38	-138
+336	2	10326	99237	1.009	298.009	149.509	14950.9009	1.009	298.009	149.509	14950.90057	1.00900	298.00900	149.50900	14950.90000	2020-01-01	2020-01-02	2020-01-01 00:05:36	2020-01-02 03:33:57	2020-01-01 00:05:36.000	2020-01-02 03:33:57.000	336	99237	49786.5	4978650	336	99237	49786.5	4978650	-32233	32702	5222.02	522202	-128	123	-2.94	-294
+337	2	10327	99238	1.01201	298.01201	149.51201	14951.2012	1.01201	298.01202	149.51201	14951.20117	1.01201	298.01201	149.51201	14951.20100	2020-01-01	2020-01-02	2020-01-01 00:05:37	2020-01-02 03:33:58	2020-01-01 00:05:37.000	2020-01-02 03:33:58.000	337	99238	49787.5	4978750	337	99238	49787.5	4978750	-32232	32703	5223.02	522302	-127	124	-1.94	-194
+338	2	10328	99239	1.01501	298.01501	149.51501	14951.5015	1.01501	298.015	149.51501	14951.50146	1.01501	298.01501	149.51501	14951.50100	2020-01-01	2020-01-02	2020-01-01 00:05:38	2020-01-02 03:33:59	2020-01-01 00:05:38.000	2020-01-02 03:33:59.000	338	99239	49788.5	4978850	338	99239	49788.5	4978850	-32231	32704	5224.02	522402	-126	125	-0.94	-94
+339	2	10329	99240	1.01801	298.01801	149.51801	14951.8018	1.01801	298.018	149.51801	14951.80177	1.01801	298.01801	149.51801	14951.80100	2020-01-01	2020-01-02	2020-01-01 00:05:39	2020-01-02 03:34:00	2020-01-01 00:05:39.000	2020-01-02 03:34:00.000	339	99240	49789.5	4978950	339	99240	49789.5	4978950	-32230	32705	5225.02	522502	-125	126	0.06	6
+34	2	10024	99934	0.1021	300.1021	150.1021	15160.31231	0.1021	300.1021	150.1021	15160.31224	0.10210	300.10210	150.10210	15160.31210	2020-01-01	2020-01-02	2020-01-01 00:00:34	2020-01-02 03:45:34	2020-01-01 00:00:34.000	2020-01-02 03:45:34.000	34	99934	49984	5048384	34	99934	49984	5048384	-32535	32400	4563.009900990099	460864	-124	127	0.6336633663366337	64
+340	2	10330	99241	1.02102	298.02102	149.52102	14952.1021	1.02102	298.02103	149.52102	14952.10239	1.02102	298.02102	149.52102	14952.10200	2020-01-01	2020-01-02	2020-01-01 00:05:40	2020-01-02 03:34:01	2020-01-01 00:05:40.000	2020-01-02 03:34:01.000	340	99241	49790.5	4979050	340	99241	49790.5	4979050	-32229	32706	5226.02	522602	-124	127	1.06	106
+341	2	10331	99242	1.02402	298.02402	149.52402	14952.4024	1.02402	298.02402	149.52402	14952.40205	1.02402	298.02402	149.52402	14952.40200	2020-01-01	2020-01-02	2020-01-01 00:05:41	2020-01-02 03:34:02	2020-01-01 00:05:41.000	2020-01-02 03:34:02.000	341	99242	49791.5	4979150	341	99242	49791.5	4979150	-32228	32707	5227.02	522702	-128	127	-0.5	-50
+342	2	10332	99243	1.02702	298.02702	149.52702	14952.7027	1.02702	298.02704	149.52702	14952.70264	1.02702	298.02702	149.52702	14952.70200	2020-01-01	2020-01-02	2020-01-01 00:05:42	2020-01-02 03:34:03	2020-01-01 00:05:42.000	2020-01-02 03:34:03.000	342	99243	49792.5	4979250	342	99243	49792.5	4979250	-32227	32708	5228.02	522802	-128	123	-2.06	-206
+343	2	10333	99244	1.03003	298.03003	149.53003	14953.003	1.03003	298.03003	149.53002	14953.00293	1.03003	298.03003	149.53003	14953.00300	2020-01-01	2020-01-02	2020-01-01 00:05:43	2020-01-02 03:34:04	2020-01-01 00:05:43.000	2020-01-02 03:34:04.000	343	99244	49793.5	4979350	343	99244	49793.5	4979350	-32226	32709	5229.02	522902	-127	124	-1.06	-106
+344	2	10334	99245	1.03303	298.03303	149.53303	14953.3033	1.03303	298.03302	149.53303	14953.30323	1.03303	298.03303	149.53303	14953.30300	2020-01-01	2020-01-02	2020-01-01 00:05:44	2020-01-02 03:34:05	2020-01-01 00:05:44.000	2020-01-02 03:34:05.000	344	99245	49794.5	4979450	344	99245	49794.5	4979450	-32225	32710	5230.02	523002	-126	125	-0.06	-6
+345	2	10335	99246	1.03603	298.03603	149.53603	14953.6036	1.03603	298.03604	149.53603	14953.60386	1.03603	298.03603	149.53603	14953.60300	2020-01-01	2020-01-02	2020-01-01 00:05:45	2020-01-02 03:34:06	2020-01-01 00:05:45.000	2020-01-02 03:34:06.000	345	99246	49795.5	4979550	345	99246	49795.5	4979550	-32224	32711	5231.02	523102	-125	126	0.94	94
+346	2	10336	99247	1.03903	298.03903	149.53903	14953.9039	1.03903	298.03903	149.53903	14953.90352	1.03903	298.03903	149.53903	14953.90300	2020-01-01	2020-01-02	2020-01-01 00:05:46	2020-01-02 03:34:07	2020-01-01 00:05:46.000	2020-01-02 03:34:07.000	346	99247	49796.5	4979650	346	99247	49796.5	4979650	-32223	32712	5232.02	523202	-124	127	1.94	194
+347	2	10337	99248	1.04204	298.04204	149.54204	14954.2042	1.04204	298.04205	149.54204	14954.20427	1.04204	298.04204	149.54204	14954.20400	2020-01-01	2020-01-02	2020-01-01 00:05:47	2020-01-02 03:34:08	2020-01-01 00:05:47.000	2020-01-02 03:34:08.000	347	99248	49797.5	4979750	347	99248	49797.5	4979750	-32222	32713	5233.02	523302	-128	127	0.38	38
+348	2	10338	99249	1.04504	298.04504	149.54504	14954.5045	1.04504	298.04504	149.54504	14954.50441	1.04504	298.04504	149.54504	14954.50400	2020-01-01	2020-01-02	2020-01-01 00:05:48	2020-01-02 03:34:09	2020-01-01 00:05:48.000	2020-01-02 03:34:09.000	348	99249	49798.5	4979850	348	99249	49798.5	4979850	-32221	32714	5234.02	523402	-128	123	-1.18	-118
+349	2	10339	99250	1.04804	298.04804	149.54804	14954.8048	1.04804	298.04803	149.54804	14954.80474	1.04804	298.04804	149.54804	14954.80400	2020-01-01	2020-01-02	2020-01-01 00:05:49	2020-01-02 03:34:10	2020-01-01 00:05:49.000	2020-01-02 03:34:10.000	349	99250	49799.5	4979950	349	99250	49799.5	4979950	-32220	32715	5235.02	523502	-127	124	-0.18	-18
+35	2	10025	99935	0.1051	300.1051	150.1051	15160.61561	0.1051	300.1051	150.1051	15160.61542	0.10510	300.10510	150.10510	15160.61510	2020-01-01	2020-01-02	2020-01-01 00:00:35	2020-01-02 03:45:35	2020-01-01 00:00:35.000	2020-01-02 03:45:35.000	35	99935	49985	5048485	35	99935	49985	5048485	-32534	32401	4564.009900990099	460965	-128	127	-0.900990099009901	-91
+350	2	10340	99251	1.05105	298.05105	149.55105	14955.1051	1.05105	298.05106	149.55105	14955.10532	1.05105	298.05105	149.55105	14955.10500	2020-01-01	2020-01-02	2020-01-01 00:05:50	2020-01-02 03:34:11	2020-01-01 00:05:50.000	2020-01-02 03:34:11.000	350	99251	49800.5	4980050	350	99251	49800.5	4980050	-32219	32716	5236.02	523602	-126	125	0.82	82
+351	2	10341	99252	1.05405	298.05405	149.55405	14955.4054	1.05405	298.05405	149.55404	14955.40499	1.05405	298.05405	149.55405	14955.40500	2020-01-01	2020-01-02	2020-01-01 00:05:51	2020-01-02 03:34:12	2020-01-01 00:05:51.000	2020-01-02 03:34:12.000	351	99252	49801.5	4980150	351	99252	49801.5	4980150	-32218	32717	5237.02	523702	-125	126	1.82	182
+352	2	10342	99253	1.05705	298.05705	149.55705	14955.7057	1.05705	298.05707	149.55705	14955.70574	1.05705	298.05705	149.55705	14955.70500	2020-01-01	2020-01-02	2020-01-01 00:05:52	2020-01-02 03:34:13	2020-01-01 00:05:52.000	2020-01-02 03:34:13.000	352	99253	49802.5	4980250	352	99253	49802.5	4980250	-32217	32718	5238.02	523802	-124	127	2.82	282
+353	2	10343	99254	1.06006	298.06006	149.56006	14956.006	1.06006	298.06006	149.56005	14956.00587	1.06006	298.06006	149.56006	14956.00600	2020-01-01	2020-01-02	2020-01-01 00:05:53	2020-01-02 03:34:14	2020-01-01 00:05:53.000	2020-01-02 03:34:14.000	353	99254	49803.5	4980350	353	99254	49803.5	4980350	-32216	32719	5239.02	523902	-128	127	1.26	126
+354	2	10344	99255	1.06306	298.06306	149.56306	14956.3063	1.06306	298.06305	149.56306	14956.3062	1.06306	298.06306	149.56306	14956.30600	2020-01-01	2020-01-02	2020-01-01 00:05:54	2020-01-02 03:34:15	2020-01-01 00:05:54.000	2020-01-02 03:34:15.000	354	99255	49804.5	4980450	354	99255	49804.5	4980450	-32215	32720	5240.02	524002	-128	127	-0.3	-30
+355	2	10345	99256	1.06606	298.06606	149.56606	14956.6066	1.06606	298.06607	149.56606	14956.6068	1.06606	298.06606	149.56606	14956.60600	2020-01-01	2020-01-02	2020-01-01 00:05:55	2020-01-02 03:34:16	2020-01-01 00:05:55.000	2020-01-02 03:34:16.000	355	99256	49805.5	4980550	355	99256	49805.5	4980550	-32214	32721	5241.02	524102	-128	123	-1.86	-186
+356	2	10346	99257	1.06906	298.06906	149.56906	14956.9069	1.06906	298.06906	149.56907	14956.90709	1.06906	298.06906	149.56906	14956.90600	2020-01-01	2020-01-02	2020-01-01 00:05:56	2020-01-02 03:34:17	2020-01-01 00:05:56.000	2020-01-02 03:34:17.000	356	99257	49806.5	4980650	356	99257	49806.5	4980650	-32213	32722	5242.02	524202	-127	124	-0.86	-86
+357	2	10347	99258	1.07207	298.07207	149.57207	14957.2072	1.07207	298.07208	149.57207	14957.20721	1.07207	298.07207	149.57207	14957.20700	2020-01-01	2020-01-02	2020-01-01 00:05:57	2020-01-02 03:34:18	2020-01-01 00:05:57.000	2020-01-02 03:34:18.000	357	99258	49807.5	4980750	357	99258	49807.5	4980750	-32212	32723	5243.02	524302	-126	125	0.14	14
+358	2	10348	99259	1.07507	298.07507	149.57507	14957.5075	1.07507	298.07507	149.57507	14957.50734	1.07507	298.07507	149.57507	14957.50700	2020-01-01	2020-01-02	2020-01-01 00:05:58	2020-01-02 03:34:19	2020-01-01 00:05:58.000	2020-01-02 03:34:19.000	358	99259	49808.5	4980850	358	99259	49808.5	4980850	-32211	32724	5244.02	524402	-125	126	1.14	114
+359	2	10349	99260	1.07807	298.07807	149.57807	14957.8078	1.07807	298.07806	149.57807	14957.80767	1.07807	298.07807	149.57807	14957.80700	2020-01-01	2020-01-02	2020-01-01 00:05:59	2020-01-02 03:34:20	2020-01-01 00:05:59.000	2020-01-02 03:34:20.000	359	99260	49809.5	4980950	359	99260	49809.5	4980950	-32210	32725	5245.02	524502	-124	127	2.14	214
+36	2	10026	99936	0.1081	300.1081	150.1081	15160.91891	0.1081	300.1081	150.1081	15160.91873	0.10810	300.10810	150.10810	15160.91810	2020-01-01	2020-01-02	2020-01-01 00:00:36	2020-01-02 03:45:36	2020-01-01 00:00:36.000	2020-01-02 03:45:36.000	36	99936	49986	5048586	36	99936	49986	5048586	-32533	32402	4565.009900990099	461066	-128	123	-2.4356435643564356	-246
+360	2	10350	99261	1.08108	298.08108	149.58108	14958.1081	1.08108	298.0811	149.58108	14958.10827	1.08108	298.08108	149.58108	14958.10800	2020-01-01	2020-01-02	2020-01-01 00:06:00	2020-01-02 03:34:21	2020-01-01 00:06:00.000	2020-01-02 03:34:21.000	360	99261	49810.5	4981050	360	99261	49810.5	4981050	-32209	32726	5246.02	524602	-128	127	0.58	58
+361	2	10351	99262	1.08408	298.08408	149.58408	14958.4084	1.08408	298.08408	149.58408	14958.40856	1.08408	298.08408	149.58408	14958.40800	2020-01-01	2020-01-02	2020-01-01 00:06:01	2020-01-02 03:34:22	2020-01-01 00:06:01.000	2020-01-02 03:34:22.000	361	99262	49811.5	4981150	361	99262	49811.5	4981150	-32208	32727	5247.02	524702	-128	123	-0.98	-98
+362	2	10352	99263	1.08708	298.08708	149.58708	14958.7087	1.08708	298.0871	149.58708	14958.70868	1.08708	298.08708	149.58708	14958.70800	2020-01-01	2020-01-02	2020-01-01 00:06:02	2020-01-02 03:34:23	2020-01-01 00:06:02.000	2020-01-02 03:34:23.000	362	99263	49812.5	4981250	362	99263	49812.5	4981250	-32207	32728	5248.02	524802	-127	124	0.02	2
+363	2	10353	99264	1.09009	298.09009	149.59009	14959.009	1.09009	298.0901	149.59008	14959.00884	1.09009	298.09009	149.59009	14959.00900	2020-01-01	2020-01-02	2020-01-01 00:06:03	2020-01-02 03:34:24	2020-01-01 00:06:03.000	2020-01-02 03:34:24.000	363	99264	49813.5	4981350	363	99264	49813.5	4981350	-32206	32729	5249.02	524902	-126	125	1.02	102
+364	2	10354	99265	1.09309	298.09309	149.59309	14959.3093	1.09309	298.09308	149.59309	14959.30915	1.09309	298.09309	149.59309	14959.30900	2020-01-01	2020-01-02	2020-01-01 00:06:04	2020-01-02 03:34:25	2020-01-01 00:06:04.000	2020-01-02 03:34:25.000	364	99265	49814.5	4981450	364	99265	49814.5	4981450	-32205	32730	5250.02	525002	-125	126	2.02	202
+365	2	10355	99266	1.09609	298.09609	149.59609	14959.6096	1.09609	298.0961	149.59609	14959.6099	1.09609	298.09609	149.59609	14959.60900	2020-01-01	2020-01-02	2020-01-01 00:06:05	2020-01-02 03:34:26	2020-01-01 00:06:05.000	2020-01-02 03:34:26.000	365	99266	49815.5	4981550	365	99266	49815.5	4981550	-32204	32731	5251.02	525102	-124	127	3.02	302
+366	2	10356	99267	1.09909	298.09909	149.59909	14959.9099	1.09909	298.0991	149.5991	14959.91003	1.09909	298.09909	149.59909	14959.90900	2020-01-01	2020-01-02	2020-01-01 00:06:06	2020-01-02 03:34:27	2020-01-01 00:06:06.000	2020-01-02 03:34:27.000	366	99267	49816.5	4981650	366	99267	49816.5	4981650	-32203	32732	5252.02	525202	-128	127	1.46	146
+367	2	10357	99268	1.1021	298.1021	149.6021	14960.21021	1.1021	298.1021	149.6021	14960.21015	1.10210	298.10210	149.60210	14960.21000	2020-01-01	2020-01-02	2020-01-01 00:06:07	2020-01-02 03:34:28	2020-01-01 00:06:07.000	2020-01-02 03:34:28.000	367	99268	49817.5	4981750	367	99268	49817.5	4981750	-32202	32733	5253.02	525302	-128	123	-0.1	-10
+368	2	10358	99269	1.1051	298.1051	149.6051	14960.51051	1.1051	298.1051	149.6051	14960.51031	1.10510	298.10510	149.60510	14960.51000	2020-01-01	2020-01-02	2020-01-01 00:06:08	2020-01-02 03:34:29	2020-01-01 00:06:08.000	2020-01-02 03:34:29.000	368	99269	49818.5	4981850	368	99269	49818.5	4981850	-32201	32734	5254.02	525402	-127	124	0.9	90
+369	2	10359	99270	1.1081	298.1081	149.6081	14960.81081	1.1081	298.1081	149.6081	14960.81062	1.10810	298.10810	149.60810	14960.81000	2020-01-01	2020-01-02	2020-01-01 00:06:09	2020-01-02 03:34:30	2020-01-01 00:06:09.000	2020-01-02 03:34:30.000	369	99270	49819.5	4981950	369	99270	49819.5	4981950	-32200	32735	5255.02	525502	-126	125	1.9	190
+37	2	10027	99937	0.11111	300.11111	150.11111	15161.22222	0.11111	300.1111	150.11111	15161.22248	0.11111	300.11111	150.11111	15161.22211	2020-01-01	2020-01-02	2020-01-01 00:00:37	2020-01-02 03:45:37	2020-01-01 00:00:37.000	2020-01-02 03:45:37.000	37	99937	49987	5048687	37	99937	49987	5048687	-32532	32403	4566.009900990099	461167	-127	124	-1.4356435643564356	-145
+370	2	10360	99271	1.11111	298.11111	149.61111	14961.11111	1.11111	298.1111	149.61111	14961.11137	1.11111	298.11111	149.61111	14961.11100	2020-01-01	2020-01-02	2020-01-01 00:06:10	2020-01-02 03:34:31	2020-01-01 00:06:10.000	2020-01-02 03:34:31.000	370	99271	49820.5	4982050	370	99271	49820.5	4982050	-32199	32736	5256.02	525602	-125	126	2.9	290
+371	2	10361	99272	1.11411	298.11411	149.61411	14961.41141	1.11411	298.1141	149.61411	14961.4115	1.11411	298.11411	149.61411	14961.41100	2020-01-01	2020-01-02	2020-01-01 00:06:11	2020-01-02 03:34:32	2020-01-01 00:06:11.000	2020-01-02 03:34:32.000	371	99272	49821.5	4982150	371	99272	49821.5	4982150	-32198	32737	5257.02	525702	-124	127	3.9	390
+372	2	10362	99273	1.11711	298.11711	149.61711	14961.71171	1.11711	298.11713	149.61711	14961.71165	1.11711	298.11711	149.61711	14961.71100	2020-01-01	2020-01-02	2020-01-01 00:06:12	2020-01-02 03:34:33	2020-01-01 00:06:12.000	2020-01-02 03:34:33.000	372	99273	49822.5	4982250	372	99273	49822.5	4982250	-32197	32738	5258.02	525802	-128	127	2.34	234
+373	2	10363	99274	1.12012	298.12012	149.62012	14962.01201	1.12012	298.12012	149.62011	14962.01179	1.12012	298.12012	149.62012	14962.01200	2020-01-01	2020-01-02	2020-01-01 00:06:13	2020-01-02 03:34:34	2020-01-01 00:06:13.000	2020-01-02 03:34:34.000	373	99274	49823.5	4982350	373	99274	49823.5	4982350	-32196	32739	5259.02	525902	-128	123	0.78	78
+374	2	10364	99275	1.12312	298.12312	149.62312	14962.31231	1.12312	298.1231	149.62312	14962.31208	1.12312	298.12312	149.62312	14962.31200	2020-01-01	2020-01-02	2020-01-01 00:06:14	2020-01-02 03:34:35	2020-01-01 00:06:14.000	2020-01-02 03:34:35.000	374	99275	49824.5	4982450	374	99275	49824.5	4982450	-32195	32740	5260.02	526002	-127	124	1.78	178
+375	2	10365	99276	1.12612	298.12612	149.62612	14962.61261	1.12612	298.12613	149.62612	14962.61283	1.12612	298.12612	149.62612	14962.61200	2020-01-01	2020-01-02	2020-01-01 00:06:15	2020-01-02 03:34:36	2020-01-01 00:06:15.000	2020-01-02 03:34:36.000	375	99276	49825.5	4982550	375	99276	49825.5	4982550	-32194	32741	5261.02	526102	-126	125	2.78	278
+376	2	10366	99277	1.12912	298.12912	149.62912	14962.91291	1.12912	298.12912	149.62912	14962.91297	1.12912	298.12912	149.62912	14962.91200	2020-01-01	2020-01-02	2020-01-01 00:06:16	2020-01-02 03:34:37	2020-01-01 00:06:16.000	2020-01-02 03:34:37.000	376	99277	49826.5	4982650	376	99277	49826.5	4982650	-32193	32742	5262.02	526202	-125	126	3.78	378
+377	2	10367	99278	1.13213	298.13213	149.63213	14963.21321	1.13213	298.13214	149.63213	14963.21312	1.13213	298.13213	149.63213	14963.21300	2020-01-01	2020-01-02	2020-01-01 00:06:17	2020-01-02 03:34:38	2020-01-01 00:06:17.000	2020-01-02 03:34:38.000	377	99278	49827.5	4982750	377	99278	49827.5	4982750	-32192	32743	5263.02	526302	-124	127	4.78	478
+378	2	10368	99279	1.13513	298.13513	149.63513	14963.51351	1.13513	298.13513	149.63513	14963.51326	1.13513	298.13513	149.63513	14963.51300	2020-01-01	2020-01-02	2020-01-01 00:06:18	2020-01-02 03:34:39	2020-01-01 00:06:18.000	2020-01-02 03:34:39.000	378	99279	49828.5	4982850	378	99279	49828.5	4982850	-32191	32744	5264.02	526402	-128	127	3.22	322
+379	2	10369	99280	1.13813	298.13813	149.63813	14963.81381	1.13813	298.13815	149.63814	14963.81401	1.13813	298.13813	149.63813	14963.81300	2020-01-01	2020-01-02	2020-01-01 00:06:19	2020-01-02 03:34:40	2020-01-01 00:06:19.000	2020-01-02 03:34:40.000	379	99280	49829.5	4982950	379	99280	49829.5	4982950	-32190	32745	5265.02	526502	-128	127	1.66	166
+38	2	10028	99938	0.11411	300.11411	150.11411	15161.52552	0.11411	300.1141	150.11411	15161.52562	0.11411	300.11411	150.11411	15161.52511	2020-01-01	2020-01-02	2020-01-01 00:00:38	2020-01-02 03:45:38	2020-01-01 00:00:38.000	2020-01-02 03:45:38.000	38	99938	49988	5048788	38	99938	49988	5048788	-32531	32404	4567.009900990099	461268	-126	125	-0.43564356435643564	-44
+380	2	10370	99281	1.14114	298.14114	149.64114	14964.11411	1.14114	298.14114	149.64114	14964.11431	1.14114	298.14114	149.64114	14964.11400	2020-01-01	2020-01-02	2020-01-01 00:06:20	2020-01-02 03:34:41	2020-01-01 00:06:20.000	2020-01-02 03:34:41.000	380	99281	49830.5	4983050	380	99281	49830.5	4983050	-32189	32746	5266.02	526602	-128	124	0.1	10
+381	2	10371	99282	1.14414	298.14414	149.64414	14964.41441	1.14414	298.14413	149.64414	14964.41448	1.14414	298.14414	149.64414	14964.41400	2020-01-01	2020-01-02	2020-01-01 00:06:21	2020-01-02 03:34:42	2020-01-01 00:06:21.000	2020-01-02 03:34:42.000	381	99282	49831.5	4983150	381	99282	49831.5	4983150	-32188	32747	5267.02	526702	-127	125	1.1	110
+382	2	10372	99283	1.14714	298.14714	149.64714	14964.71471	1.14714	298.14716	149.64714	14964.71459	1.14714	298.14714	149.64714	14964.71400	2020-01-01	2020-01-02	2020-01-01 00:06:22	2020-01-02 03:34:43	2020-01-01 00:06:22.000	2020-01-02 03:34:43.000	382	99283	49832.5	4983250	382	99283	49832.5	4983250	-32187	32748	5268.02	526802	-126	126	2.1	210
+383	2	10373	99284	1.15015	298.15015	149.65015	14965.01501	1.15015	298.15015	149.65014	14965.01472	1.15015	298.15015	149.65015	14965.01500	2020-01-01	2020-01-02	2020-01-01 00:06:23	2020-01-02 03:34:44	2020-01-01 00:06:23.000	2020-01-02 03:34:44.000	383	99284	49833.5	4983350	383	99284	49833.5	4983350	-32186	32749	5269.02	526902	-125	127	3.1	310
+384	2	10374	99285	1.15315	298.15315	149.65315	14965.31531	1.15315	298.15317	149.65315	14965.31547	1.15315	298.15315	149.65315	14965.31500	2020-01-01	2020-01-02	2020-01-01 00:06:24	2020-01-02 03:34:45	2020-01-01 00:06:24.000	2020-01-02 03:34:45.000	384	99285	49834.5	4983450	384	99285	49834.5	4983450	-32185	32750	5270.02	527002	-128	127	1.54	154
+385	2	10375	99286	1.15615	298.15615	149.65615	14965.61561	1.15615	298.15616	149.65615	14965.61578	1.15615	298.15615	149.65615	14965.61500	2020-01-01	2020-01-02	2020-01-01 00:06:25	2020-01-02 03:34:46	2020-01-01 00:06:25.000	2020-01-02 03:34:46.000	385	99286	49835.5	4983550	385	99286	49835.5	4983550	-32184	32751	5271.02	527102	-128	127	-0.02	-2
+386	2	10376	99287	1.15915	298.15915	149.65915	14965.91591	1.15915	298.15915	149.65915	14965.91594	1.15915	298.15915	149.65915	14965.91500	2020-01-01	2020-01-02	2020-01-01 00:06:26	2020-01-02 03:34:47	2020-01-01 00:06:26.000	2020-01-02 03:34:47.000	386	99287	49836.5	4983650	386	99287	49836.5	4983650	-32183	32752	5272.02	527202	-128	123	-1.58	-158
+387	2	10377	99288	1.16216	298.16216	149.66216	14966.21621	1.16216	298.16217	149.66216	14966.21606	1.16216	298.16216	149.66216	14966.21600	2020-01-01	2020-01-02	2020-01-01 00:06:27	2020-01-02 03:34:48	2020-01-01 00:06:27.000	2020-01-02 03:34:48.000	387	99288	49837.5	4983750	387	99288	49837.5	4983750	-32182	32753	5273.02	527302	-127	124	-0.58	-58
+388	2	10378	99289	1.16516	298.16516	149.66516	14966.51651	1.16516	298.16516	149.66516	14966.51636	1.16516	298.16516	149.66516	14966.51600	2020-01-01	2020-01-02	2020-01-01 00:06:28	2020-01-02 03:34:49	2020-01-01 00:06:28.000	2020-01-02 03:34:49.000	388	99289	49838.5	4983850	388	99289	49838.5	4983850	-32181	32754	5274.02	527402	-126	125	0.42	42
+389	2	10379	99290	1.16816	298.16816	149.66816	14966.81681	1.16816	298.16818	149.66816	14966.81695	1.16816	298.16816	149.66816	14966.81600	2020-01-01	2020-01-02	2020-01-01 00:06:29	2020-01-02 03:34:50	2020-01-01 00:06:29.000	2020-01-02 03:34:50.000	389	99290	49839.5	4983950	389	99290	49839.5	4983950	-32180	32755	5275.02	527502	-125	126	1.42	142
+39	2	10029	99939	0.11711	300.11711	150.11711	15161.82882	0.11711	300.11713	150.11711	15161.82876	0.11711	300.11711	150.11711	15161.82811	2020-01-01	2020-01-02	2020-01-01 00:00:39	2020-01-02 03:45:39	2020-01-01 00:00:39.000	2020-01-02 03:45:39.000	39	99939	49989	5048889	39	99939	49989	5048889	-32530	32405	4568.009900990099	461369	-125	126	0.5643564356435643	57
+390	2	10380	99291	1.17117	298.17117	149.67117	14967.11711	1.17117	298.17117	149.67117	14967.11725	1.17117	298.17117	149.67117	14967.11700	2020-01-01	2020-01-02	2020-01-01 00:06:30	2020-01-02 03:34:51	2020-01-01 00:06:30.000	2020-01-02 03:34:51.000	390	99291	49840.5	4984050	390	99291	49840.5	4984050	-32179	32756	5276.02	527602	-124	127	2.42	242
+391	2	10381	99292	1.17417	298.17417	149.67417	14967.41741	1.17417	298.17416	149.67417	14967.41741	1.17417	298.17417	149.67417	14967.41700	2020-01-01	2020-01-02	2020-01-01 00:06:31	2020-01-02 03:34:52	2020-01-01 00:06:31.000	2020-01-02 03:34:52.000	391	99292	49841.5	4984150	391	99292	49841.5	4984150	-32178	32757	5277.02	527702	-128	127	0.86	86
+392	2	10382	99293	1.17717	298.17717	149.67717	14967.71771	1.17717	298.1772	149.67717	14967.71753	1.17717	298.17717	149.67717	14967.71700	2020-01-01	2020-01-02	2020-01-01 00:06:32	2020-01-02 03:34:53	2020-01-01 00:06:32.000	2020-01-02 03:34:53.000	392	99293	49842.5	4984250	392	99293	49842.5	4984250	-32177	32758	5278.02	527802	-128	123	-0.7	-70
+393	2	10383	99294	1.18018	298.18018	149.68018	14968.01801	1.18018	298.18018	149.68017	14968.01782	1.18018	298.18018	149.68018	14968.01800	2020-01-01	2020-01-02	2020-01-01 00:06:33	2020-01-02 03:34:54	2020-01-01 00:06:33.000	2020-01-02 03:34:54.000	393	99294	49843.5	4984350	393	99294	49843.5	4984350	-32176	32759	5279.02	527902	-127	124	0.3	30
+394	2	10384	99295	1.18318	298.18318	149.68318	14968.31831	1.18318	298.1832	149.68318	14968.31842	1.18318	298.18318	149.68318	14968.31800	2020-01-01	2020-01-02	2020-01-01 00:06:34	2020-01-02 03:34:55	2020-01-01 00:06:34.000	2020-01-02 03:34:55.000	394	99295	49844.5	4984450	394	99295	49844.5	4984450	-32175	32760	5280.02	528002	-126	125	1.3	130
+395	2	10385	99296	1.18618	298.18618	149.68618	14968.61861	1.18618	298.1862	149.68618	14968.61875	1.18618	298.18618	149.68618	14968.61800	2020-01-01	2020-01-02	2020-01-01 00:06:35	2020-01-02 03:34:56	2020-01-01 00:06:35.000	2020-01-02 03:34:56.000	395	99296	49845.5	4984550	395	99296	49845.5	4984550	-32174	32761	5281.02	528102	-125	126	2.3	230
+396	2	10386	99297	1.18918	298.18918	149.68918	14968.91891	1.18918	298.18918	149.68918	14968.91889	1.18918	298.18918	149.68918	14968.91800	2020-01-01	2020-01-02	2020-01-01 00:06:36	2020-01-02 03:34:57	2020-01-01 00:06:36.000	2020-01-02 03:34:57.000	396	99297	49846.5	4984650	396	99297	49846.5	4984650	-32173	32762	5282.02	528202	-124	127	3.3	330
+397	2	10387	99298	1.19219	298.19219	149.69219	14969.21921	1.19219	298.1922	149.69219	14969.21964	1.19219	298.19219	149.69219	14969.21900	2020-01-01	2020-01-02	2020-01-01 00:06:37	2020-01-02 03:34:58	2020-01-01 00:06:37.000	2020-01-02 03:34:58.000	397	99298	49847.5	4984750	397	99298	49847.5	4984750	-32172	32763	5283.02	528302	-128	127	1.74	174
+398	2	10388	99299	1.19519	298.19519	149.69519	14969.51951	1.19519	298.1952	149.69519	14969.51929	1.19519	298.19519	149.69519	14969.51900	2020-01-01	2020-01-02	2020-01-01 00:06:38	2020-01-02 03:34:59	2020-01-01 00:06:38.000	2020-01-02 03:34:59.000	398	99299	49848.5	4984850	398	99299	49848.5	4984850	-32171	32764	5284.02	528402	-128	123	0.18	18
+399	2	10389	99300	1.19819	298.19819	149.69819	14969.81981	1.19819	298.1982	149.69819	14969.81989	1.19819	298.19819	149.69819	14969.81900	2020-01-01	2020-01-02	2020-01-01 00:06:39	2020-01-02 03:35:00	2020-01-01 00:06:39.000	2020-01-02 03:35:00.000	399	99300	49849.5	4984950	399	99300	49849.5	4984950	-32170	32765	5285.02	528502	-127	124	1.18	118
+4	2	1003	9994	0.01201	300.01201	150.01201	15151.21321	0.01201	300.01202	150.01201	15151.21318	0.01201	300.01201	150.01201	15151.21301	2020-01-01	2020-01-02	2020-01-01 00:00:04	2020-01-02 03:45:04	2020-01-01 00:00:04.000	2020-01-02 03:45:04.000	4	99904	49954	5045354	4	99904	49954	5045354	-32565	32370	4533.009900990099	457834	-128	127	-1.4851485148514851	-150
+40	2	10030	99940	0.12012	300.12012	150.12012	15162.13213	0.12012	300.12012	150.12011	15162.13191	0.12012	300.12012	150.12012	15162.13212	2020-01-01	2020-01-02	2020-01-01 00:00:40	2020-01-02 03:45:40	2020-01-01 00:00:40.000	2020-01-02 03:45:40.000	40	99940	49990	5048990	40	99940	49990	5048990	-32529	32406	4569.009900990099	461470	-124	127	1.5643564356435644	158
+400	2	10390	99301	1.2012	298.2012	149.7012	14970.12012	1.2012	298.2012	149.7012	14970.12022	1.20120	298.20120	149.70120	14970.12000	2020-01-01	2020-01-02	2020-01-01 00:06:40	2020-01-02 03:35:01	2020-01-01 00:06:40.000	2020-01-02 03:35:01.000	400	99301	49850.5	4985050	400	99301	49850.5	4985050	-32169	32766	5286.02	528602	-126	125	2.18	218
+401	2	10391	99302	1.2042	298.2042	149.7042	14970.42042	1.2042	298.2042	149.7042	14970.42035	1.20420	298.20420	149.70420	14970.42000	2020-01-01	2020-01-02	2020-01-01 00:06:41	2020-01-02 03:35:02	2020-01-01 00:06:41.000	2020-01-02 03:35:02.000	401	99302	49851.5	4985150	401	99302	49851.5	4985150	-32168	32767	5287.02	528702	-125	126	3.18	318
+402	2	10392	99303	1.2072	298.2072	149.7072	14970.72072	1.2072	298.2072	149.70721	14970.72111	1.20720	298.20720	149.70720	14970.72000	2020-01-01	2020-01-02	2020-01-01 00:06:42	2020-01-02 03:35:03	2020-01-01 00:06:42.000	2020-01-02 03:35:03.000	402	99303	49852.5	4985250	402	99303	49852.5	4985250	-32768	32370	4632.66	463266	-124	127	4.18	418
+403	2	10393	99304	1.21021	298.21021	149.71021	14971.02102	1.21021	298.2102	149.7102	14971.02077	1.21021	298.21021	149.71021	14971.02100	2020-01-01	2020-01-02	2020-01-01 00:06:43	2020-01-02 03:35:04	2020-01-01 00:06:43.000	2020-01-02 03:35:04.000	403	99304	49853.5	4985350	403	99304	49853.5	4985350	-32767	32371	4633.66	463366	-128	127	2.62	262
+404	2	10394	99305	1.21321	298.21321	149.71321	14971.32132	1.21321	298.21323	149.71321	14971.32139	1.21321	298.21321	149.71321	14971.32100	2020-01-01	2020-01-02	2020-01-01 00:06:44	2020-01-02 03:35:05	2020-01-01 00:06:44.000	2020-01-02 03:35:05.000	404	99305	49854.5	4985450	404	99305	49854.5	4985450	-32766	32372	4634.66	463466	-128	127	1.06	106
+405	2	10395	99306	1.21621	298.21621	149.71621	14971.62162	1.21621	298.21622	149.71621	14971.62169	1.21621	298.21621	149.71621	14971.62100	2020-01-01	2020-01-02	2020-01-01 00:06:45	2020-01-02 03:35:06	2020-01-01 00:06:45.000	2020-01-02 03:35:06.000	405	99306	49855.5	4985550	405	99306	49855.5	4985550	-32765	32373	4635.66	463566	-128	124	-0.5	-50
+406	2	10396	99307	1.21921	298.21921	149.71921	14971.92192	1.21921	298.2192	149.71921	14971.92199	1.21921	298.21921	149.71921	14971.92100	2020-01-01	2020-01-02	2020-01-01 00:06:46	2020-01-02 03:35:07	2020-01-01 00:06:46.000	2020-01-02 03:35:07.000	406	99307	49856.5	4985650	406	99307	49856.5	4985650	-32764	32374	4636.66	463666	-127	125	0.5	50
+407	2	10397	99308	1.22222	298.22222	149.72222	14972.22222	1.22222	298.22223	149.72222	14972.22257	1.22222	298.22222	149.72222	14972.22200	2020-01-01	2020-01-02	2020-01-01 00:06:47	2020-01-02 03:35:08	2020-01-01 00:06:47.000	2020-01-02 03:35:08.000	407	99308	49857.5	4985750	407	99308	49857.5	4985750	-32763	32375	4637.66	463766	-126	126	1.5	150
+408	2	10398	99309	1.22522	298.22522	149.72522	14972.52252	1.22522	298.22522	149.72522	14972.52224	1.22522	298.22522	149.72522	14972.52200	2020-01-01	2020-01-02	2020-01-01 00:06:48	2020-01-02 03:35:09	2020-01-01 00:06:48.000	2020-01-02 03:35:09.000	408	99309	49858.5	4985850	408	99309	49858.5	4985850	-32762	32376	4638.66	463866	-125	127	2.5	250
+409	2	10399	99310	1.22822	298.22822	149.72822	14972.82282	1.22822	298.22824	149.72822	14972.82286	1.22822	298.22822	149.72822	14972.82200	2020-01-01	2020-01-02	2020-01-01 00:06:49	2020-01-02 03:35:10	2020-01-01 00:06:49.000	2020-01-02 03:35:10.000	409	99310	49859.5	4985950	409	99310	49859.5	4985950	-32761	32377	4639.66	463966	-128	127	0.94	94
+41	2	10031	99941	0.12312	300.12312	150.12312	15162.43543	0.12312	300.1231	150.12312	15162.43521	0.12312	300.12312	150.12312	15162.43512	2020-01-01	2020-01-02	2020-01-01 00:00:41	2020-01-02 03:45:41	2020-01-01 00:00:41.000	2020-01-02 03:45:41.000	41	99941	49991	5049091	41	99941	49991	5049091	-32528	32407	4570.009900990099	461571	-128	127	0.0297029702970297	3
+410	2	10400	99311	1.23123	298.23123	149.73123	14973.12312	1.23123	298.23123	149.73123	14973.12316	1.23123	298.23123	149.73123	14973.12300	2020-01-01	2020-01-02	2020-01-01 00:06:50	2020-01-02 03:35:11	2020-01-01 00:06:50.000	2020-01-02 03:35:11.000	410	99311	49860.5	4986050	410	99311	49860.5	4986050	-32760	32378	4640.66	464066	-128	127	-0.62	-62
+411	2	10401	99312	1.23423	298.23423	149.73423	14973.42342	1.23423	298.23422	149.73423	14973.42345	1.23423	298.23423	149.73423	14973.42300	2020-01-01	2020-01-02	2020-01-01 00:06:51	2020-01-02 03:35:12	2020-01-01 00:06:51.000	2020-01-02 03:35:12.000	411	99312	49861.5	4986150	411	99312	49861.5	4986150	-32759	32379	4641.66	464166	-128	123	-2.18	-218
+412	2	10402	99313	1.23723	298.23723	149.73723	14973.72372	1.23723	298.23724	149.73724	14973.72405	1.23723	298.23723	149.73723	14973.72300	2020-01-01	2020-01-02	2020-01-01 00:06:52	2020-01-02 03:35:13	2020-01-01 00:06:52.000	2020-01-02 03:35:13.000	412	99313	49862.5	4986250	412	99313	49862.5	4986250	-32758	32380	4642.66	464266	-127	124	-1.18	-118
+413	2	10403	99314	1.24024	298.24024	149.74024	14974.02402	1.24024	298.24023	149.74023	14974.02374	1.24024	298.24024	149.74024	14974.02400	2020-01-01	2020-01-02	2020-01-01 00:06:53	2020-01-02 03:35:14	2020-01-01 00:06:53.000	2020-01-02 03:35:14.000	413	99314	49863.5	4986350	413	99314	49863.5	4986350	-32757	32381	4643.66	464366	-126	125	-0.18	-18
+414	2	10404	99315	1.24324	298.24324	149.74324	14974.32432	1.24324	298.24326	149.74324	14974.32433	1.24324	298.24324	149.74324	14974.32400	2020-01-01	2020-01-02	2020-01-01 00:06:54	2020-01-02 03:35:15	2020-01-01 00:06:54.000	2020-01-02 03:35:15.000	414	99315	49864.5	4986450	414	99315	49864.5	4986450	-32756	32382	4644.66	464466	-125	126	0.82	82
+415	2	10405	99316	1.24624	298.24624	149.74624	14974.62462	1.24624	298.24625	149.74624	14974.62463	1.24624	298.24624	149.74624	14974.62400	2020-01-01	2020-01-02	2020-01-01 00:06:55	2020-01-02 03:35:16	2020-01-01 00:06:55.000	2020-01-02 03:35:16.000	415	99316	49865.5	4986550	415	99316	49865.5	4986550	-32755	32383	4645.66	464566	-124	127	1.82	182
+416	2	10406	99317	1.24924	298.24924	149.74924	14974.92492	1.24924	298.24924	149.74924	14974.92492	1.24924	298.24924	149.74924	14974.92400	2020-01-01	2020-01-02	2020-01-01 00:06:56	2020-01-02 03:35:17	2020-01-01 00:06:56.000	2020-01-02 03:35:17.000	416	99317	49866.5	4986650	416	99317	49866.5	4986650	-32754	32384	4646.66	464666	-128	127	0.26	26
+417	2	10407	99318	1.25225	298.25225	149.75225	14975.22522	1.25225	298.25226	149.75225	14975.22552	1.25225	298.25225	149.75225	14975.22500	2020-01-01	2020-01-02	2020-01-01 00:06:57	2020-01-02 03:35:18	2020-01-01 00:06:57.000	2020-01-02 03:35:18.000	417	99318	49867.5	4986750	417	99318	49867.5	4986750	-32753	32385	4647.66	464766	-128	123	-1.3	-130
+418	2	10408	99319	1.25525	298.25525	149.75525	14975.52552	1.25525	298.25525	149.75525	14975.52521	1.25525	298.25525	149.75525	14975.52500	2020-01-01	2020-01-02	2020-01-01 00:06:58	2020-01-02 03:35:19	2020-01-01 00:06:58.000	2020-01-02 03:35:19.000	418	99319	49868.5	4986850	418	99319	49868.5	4986850	-32752	32386	4648.66	464866	-127	124	-0.3	-30
+419	2	10409	99320	1.25825	298.25825	149.75825	14975.82582	1.25825	298.25827	149.75825	14975.8258	1.25825	298.25825	149.75825	14975.82500	2020-01-01	2020-01-02	2020-01-01 00:06:59	2020-01-02 03:35:20	2020-01-01 00:06:59.000	2020-01-02 03:35:20.000	419	99320	49869.5	4986950	419	99320	49869.5	4986950	-32751	32387	4649.66	464966	-126	125	0.7	70
+42	2	10032	99942	0.12612	300.12612	150.12612	15162.73873	0.12612	300.12613	150.12612	15162.73896	0.12612	300.12612	150.12612	15162.73812	2020-01-01	2020-01-02	2020-01-01 00:00:42	2020-01-02 03:45:42	2020-01-01 00:00:42.000	2020-01-02 03:45:42.000	42	99942	49992	5049192	42	99942	49992	5049192	-32527	32408	4571.009900990099	461672	-128	127	-1.504950495049505	-152
+420	2	10410	99321	1.26126	298.26126	149.76126	14976.12612	1.26126	298.26126	149.76126	14976.12609	1.26126	298.26126	149.76126	14976.12600	2020-01-01	2020-01-02	2020-01-01 00:07:00	2020-01-02 03:35:21	2020-01-01 00:07:00.000	2020-01-02 03:35:21.000	420	99321	49870.5	4987050	420	99321	49870.5	4987050	-32750	32388	4650.66	465066	-125	126	1.7	170
+421	2	10411	99322	1.26426	298.26426	149.76426	14976.42642	1.26426	298.26425	149.76426	14976.4264	1.26426	298.26426	149.76426	14976.42600	2020-01-01	2020-01-02	2020-01-01 00:07:01	2020-01-02 03:35:22	2020-01-01 00:07:01.000	2020-01-02 03:35:22.000	421	99322	49871.5	4987150	421	99322	49871.5	4987150	-32749	32389	4651.66	465166	-124	127	2.7	270
+422	2	10412	99323	1.26726	298.26726	149.76726	14976.72672	1.26726	298.26727	149.76727	14976.72702	1.26726	298.26726	149.76726	14976.72600	2020-01-01	2020-01-02	2020-01-01 00:07:02	2020-01-02 03:35:23	2020-01-01 00:07:02.000	2020-01-02 03:35:23.000	422	99323	49872.5	4987250	422	99323	49872.5	4987250	-32748	32390	4652.66	465266	-128	127	1.14	114
+423	2	10413	99324	1.27027	298.27027	149.77027	14977.02702	1.27027	298.27026	149.77026	14977.02667	1.27027	298.27027	149.77027	14977.02700	2020-01-01	2020-01-02	2020-01-01 00:07:03	2020-01-02 03:35:24	2020-01-01 00:07:03.000	2020-01-02 03:35:24.000	423	99324	49873.5	4987350	423	99324	49873.5	4987350	-32747	32391	4653.66	465366	-128	123	-0.42	-42
+424	2	10414	99325	1.27327	298.27327	149.77327	14977.32732	1.27327	298.2733	149.77327	14977.32727	1.27327	298.27327	149.77327	14977.32700	2020-01-01	2020-01-02	2020-01-01 00:07:04	2020-01-02 03:35:25	2020-01-01 00:07:04.000	2020-01-02 03:35:25.000	424	99325	49874.5	4987450	424	99325	49874.5	4987450	-32746	32392	4654.66	465466	-127	124	0.58	58
+425	2	10415	99326	1.27627	298.27627	149.77627	14977.62762	1.27627	298.27628	149.77627	14977.62756	1.27627	298.27627	149.77627	14977.62700	2020-01-01	2020-01-02	2020-01-01 00:07:05	2020-01-02 03:35:26	2020-01-01 00:07:05.000	2020-01-02 03:35:26.000	425	99326	49875.5	4987550	425	99326	49875.5	4987550	-32745	32393	4655.66	465566	-126	125	1.58	158
+426	2	10416	99327	1.27927	298.27927	149.77927	14977.92792	1.27927	298.27927	149.77927	14977.92787	1.27927	298.27927	149.77927	14977.92700	2020-01-01	2020-01-02	2020-01-01 00:07:06	2020-01-02 03:35:27	2020-01-01 00:07:06.000	2020-01-02 03:35:27.000	426	99327	49876.5	4987650	426	99327	49876.5	4987650	-32744	32394	4656.66	465666	-125	126	2.58	258
+427	2	10417	99328	1.28228	298.28228	149.78228	14978.22822	1.28228	298.2823	149.78228	14978.22849	1.28228	298.28228	149.78228	14978.22800	2020-01-01	2020-01-02	2020-01-01 00:07:07	2020-01-02 03:35:28	2020-01-01 00:07:07.000	2020-01-02 03:35:28.000	427	99328	49877.5	4987750	427	99328	49877.5	4987750	-32743	32395	4657.66	465766	-124	127	3.58	358
+428	2	10418	99329	1.28528	298.28528	149.78528	14978.52852	1.28528	298.28528	149.78528	14978.52815	1.28528	298.28528	149.78528	14978.52800	2020-01-01	2020-01-02	2020-01-01 00:07:08	2020-01-02 03:35:29	2020-01-01 00:07:08.000	2020-01-02 03:35:29.000	428	99329	49878.5	4987850	428	99329	49878.5	4987850	-32742	32396	4658.66	465866	-128	127	2.02	202
+429	2	10419	99330	1.28828	298.28828	149.78828	14978.82882	1.28828	298.2883	149.78828	14978.8289	1.28828	298.28828	149.78828	14978.82800	2020-01-01	2020-01-02	2020-01-01 00:07:09	2020-01-02 03:35:30	2020-01-01 00:07:09.000	2020-01-02 03:35:30.000	429	99330	49879.5	4987950	429	99330	49879.5	4987950	-32741	32397	4659.66	465966	-128	127	0.46	46
+43	2	10033	99943	0.12912	300.12912	150.12912	15163.04204	0.12912	300.12912	150.12912	15163.04211	0.12912	300.12912	150.12912	15163.04112	2020-01-01	2020-01-02	2020-01-01 00:00:43	2020-01-02 03:45:43	2020-01-01 00:00:43.000	2020-01-02 03:45:43.000	43	99943	49993	5049293	43	99943	49993	5049293	-32526	32409	4572.009900990099	461773	-128	124	-3.0396039603960396	-307
+430	2	10420	99331	1.29129	298.29129	149.79129	14979.12912	1.29129	298.2913	149.79129	14979.12904	1.29129	298.29129	149.79129	14979.12900	2020-01-01	2020-01-02	2020-01-01 00:07:10	2020-01-02 03:35:31	2020-01-01 00:07:10.000	2020-01-02 03:35:31.000	430	99331	49880.5	4988050	430	99331	49880.5	4988050	-32740	32398	4660.66	466066	-128	124	-1.1	-110
+431	2	10421	99332	1.29429	298.29429	149.79429	14979.42942	1.29429	298.29428	149.79429	14979.42933	1.29429	298.29429	149.79429	14979.42900	2020-01-01	2020-01-02	2020-01-01 00:07:11	2020-01-02 03:35:32	2020-01-01 00:07:11.000	2020-01-02 03:35:32.000	431	99332	49881.5	4988150	431	99332	49881.5	4988150	-32739	32399	4661.66	466166	-127	125	-0.1	-10
+432	2	10422	99333	1.29729	298.29729	149.79729	14979.72972	1.29729	298.2973	149.79729	14979.72996	1.29729	298.29729	149.79729	14979.72900	2020-01-01	2020-01-02	2020-01-01 00:07:12	2020-01-02 03:35:33	2020-01-01 00:07:12.000	2020-01-02 03:35:33.000	432	99333	49882.5	4988250	432	99333	49882.5	4988250	-32738	32400	4662.66	466266	-126	126	0.9	90
+433	2	10423	99334	1.3003	298.3003	149.8003	14980.03003	1.3003	298.3003	149.80029	14980.02962	1.30030	298.30030	149.80030	14980.03000	2020-01-01	2020-01-02	2020-01-01 00:07:13	2020-01-02 03:35:34	2020-01-01 00:07:13.000	2020-01-02 03:35:34.000	433	99334	49883.5	4988350	433	99334	49883.5	4988350	-32737	32401	4663.66	466366	-125	127	1.9	190
+434	2	10424	99335	1.3033	298.3033	149.8033	14980.33033	1.3033	298.3033	149.8033	14980.33037	1.30330	298.30330	149.80330	14980.33000	2020-01-01	2020-01-02	2020-01-01 00:07:14	2020-01-02 03:35:35	2020-01-01 00:07:14.000	2020-01-02 03:35:35.000	434	99335	49884.5	4988450	434	99335	49884.5	4988450	-32736	32402	4664.66	466466	-128	127	0.34	34
+435	2	10425	99336	1.3063	298.3063	149.8063	14980.63063	1.3063	298.3063	149.8063	14980.63051	1.30630	298.30630	149.80630	14980.63000	2020-01-01	2020-01-02	2020-01-01 00:07:15	2020-01-02 03:35:36	2020-01-01 00:07:15.000	2020-01-02 03:35:36.000	435	99336	49885.5	4988550	435	99336	49885.5	4988550	-32735	32403	4665.66	466566	-128	127	-1.22	-122
+436	2	10426	99337	1.3093	298.3093	149.8093	14980.93093	1.3093	298.3093	149.8093	14980.93084	1.30930	298.30930	149.80930	14980.93000	2020-01-01	2020-01-02	2020-01-01 00:07:16	2020-01-02 03:35:37	2020-01-01 00:07:16.000	2020-01-02 03:35:37.000	436	99337	49886.5	4988650	436	99337	49886.5	4988650	-32734	32404	4666.66	466666	-128	123	-2.78	-278
+437	2	10427	99338	1.31231	298.31231	149.81231	14981.23123	1.31231	298.31232	149.81231	14981.23143	1.31231	298.31231	149.81231	14981.23100	2020-01-01	2020-01-02	2020-01-01 00:07:17	2020-01-02 03:35:38	2020-01-01 00:07:17.000	2020-01-02 03:35:38.000	437	99338	49887.5	4988750	437	99338	49887.5	4988750	-32733	32405	4667.66	466766	-127	124	-1.78	-178
+438	2	10428	99339	1.31531	298.31531	149.81531	14981.53153	1.31531	298.3153	149.81531	14981.53173	1.31531	298.31531	149.81531	14981.53100	2020-01-01	2020-01-02	2020-01-01 00:07:18	2020-01-02 03:35:39	2020-01-01 00:07:18.000	2020-01-02 03:35:39.000	438	99339	49888.5	4988850	438	99339	49888.5	4988850	-32732	32406	4668.66	466866	-126	125	-0.78	-78
+439	2	10429	99340	1.31831	298.31831	149.81831	14981.83183	1.31831	298.31833	149.81831	14981.83184	1.31831	298.31831	149.81831	14981.83100	2020-01-01	2020-01-02	2020-01-01 00:07:19	2020-01-02 03:35:40	2020-01-01 00:07:19.000	2020-01-02 03:35:40.000	439	99340	49889.5	4988950	439	99340	49889.5	4988950	-32731	32407	4669.66	466966	-125	126	0.22	22
+44	2	10034	99944	0.13213	300.13213	150.13213	15163.34534	0.13213	300.13214	150.13213	15163.34525	0.13213	300.13213	150.13213	15163.34513	2020-01-01	2020-01-02	2020-01-01 00:00:44	2020-01-02 03:45:44	2020-01-01 00:00:44.000	2020-01-02 03:45:44.000	44	99944	49994	5049394	44	99944	49994	5049394	-32525	32410	4573.009900990099	461874	-127	125	-2.0396039603960396	-206
+440	2	10430	99341	1.32132	298.32132	149.82132	14982.13213	1.32132	298.32132	149.82131	14982.13197	1.32132	298.32132	149.82132	14982.13200	2020-01-01	2020-01-02	2020-01-01 00:07:20	2020-01-02 03:35:41	2020-01-01 00:07:20.000	2020-01-02 03:35:41.000	440	99341	49890.5	4989050	440	99341	49890.5	4989050	-32730	32408	4670.66	467066	-124	127	1.22	122
+441	2	10431	99342	1.32432	298.32432	149.82432	14982.43243	1.32432	298.3243	149.82432	14982.4323	1.32432	298.32432	149.82432	14982.43200	2020-01-01	2020-01-02	2020-01-01 00:07:21	2020-01-02 03:35:42	2020-01-01 00:07:21.000	2020-01-02 03:35:42.000	441	99342	49891.5	4989150	441	99342	49891.5	4989150	-32729	32409	4671.66	467166	-128	127	-0.34	-34
+442	2	10432	99343	1.32732	298.32732	149.82732	14982.73273	1.32732	298.32733	149.82732	14982.7329	1.32732	298.32732	149.82732	14982.73200	2020-01-01	2020-01-02	2020-01-01 00:07:22	2020-01-02 03:35:43	2020-01-01 00:07:22.000	2020-01-02 03:35:43.000	442	99343	49892.5	4989250	442	99343	49892.5	4989250	-32728	32410	4672.66	467266	-128	123	-1.9	-190
+443	2	10433	99344	1.33033	298.33033	149.83033	14983.03303	1.33033	298.33032	149.83033	14983.03319	1.33033	298.33033	149.83033	14983.03300	2020-01-01	2020-01-02	2020-01-01 00:07:23	2020-01-02 03:35:44	2020-01-01 00:07:23.000	2020-01-02 03:35:44.000	443	99344	49893.5	4989350	443	99344	49893.5	4989350	-32727	32411	4673.66	467366	-127	124	-0.9	-90
+444	2	10434	99345	1.33333	298.33333	149.83333	14983.33333	1.33333	298.33334	149.83333	14983.33331	1.33333	298.33333	149.83333	14983.33300	2020-01-01	2020-01-02	2020-01-01 00:07:24	2020-01-02 03:35:45	2020-01-01 00:07:24.000	2020-01-02 03:35:45.000	444	99345	49894.5	4989450	444	99345	49894.5	4989450	-32726	32412	4674.66	467466	-126	125	0.1	10
+445	2	10435	99346	1.33633	298.33633	149.83633	14983.63363	1.33633	298.33633	149.83633	14983.63348	1.33633	298.33633	149.83633	14983.63300	2020-01-01	2020-01-02	2020-01-01 00:07:25	2020-01-02 03:35:46	2020-01-01 00:07:25.000	2020-01-02 03:35:46.000	445	99346	49895.5	4989550	445	99346	49895.5	4989550	-32725	32413	4675.66	467566	-125	126	1.1	110
+446	2	10436	99347	1.33933	298.33933	149.83933	14983.93393	1.33933	298.33932	149.83933	14983.93378	1.33933	298.33933	149.83933	14983.93300	2020-01-01	2020-01-02	2020-01-01 00:07:26	2020-01-02 03:35:47	2020-01-01 00:07:26.000	2020-01-02 03:35:47.000	446	99347	49896.5	4989650	446	99347	49896.5	4989650	-32724	32414	4676.66	467666	-124	127	2.1	210
+447	2	10437	99348	1.34234	298.34234	149.84234	14984.23423	1.34234	298.34235	149.84234	14984.23437	1.34234	298.34234	149.84234	14984.23400	2020-01-01	2020-01-02	2020-01-01 00:07:27	2020-01-02 03:35:48	2020-01-01 00:07:27.000	2020-01-02 03:35:48.000	447	99348	49897.5	4989750	447	99348	49897.5	4989750	-32723	32415	4677.66	467766	-128	127	0.54	54
+448	2	10438	99349	1.34534	298.34534	149.84534	14984.53453	1.34534	298.34534	149.84534	14984.53466	1.34534	298.34534	149.84534	14984.53400	2020-01-01	2020-01-02	2020-01-01 00:07:28	2020-01-02 03:35:49	2020-01-01 00:07:28.000	2020-01-02 03:35:49.000	448	99349	49898.5	4989850	448	99349	49898.5	4989850	-32722	32416	4678.66	467866	-128	123	-1.02	-102
+449	2	10439	99350	1.34834	298.34834	149.84834	14984.83483	1.34834	298.34836	149.84834	14984.83478	1.34834	298.34834	149.84834	14984.83400	2020-01-01	2020-01-02	2020-01-01 00:07:29	2020-01-02 03:35:50	2020-01-01 00:07:29.000	2020-01-02 03:35:50.000	449	99350	49899.5	4989950	449	99350	49899.5	4989950	-32721	32417	4679.66	467966	-127	124	-0.02	-2
+45	2	10035	99945	0.13513	300.13513	150.13513	15163.64864	0.13513	300.13513	150.13513	15163.64839	0.13513	300.13513	150.13513	15163.64813	2020-01-01	2020-01-02	2020-01-01 00:00:45	2020-01-02 03:45:45	2020-01-01 00:00:45.000	2020-01-02 03:45:45.000	45	99945	49995	5049495	45	99945	49995	5049495	-32524	32411	4574.009900990099	461975	-126	126	-1.0396039603960396	-105
+450	2	10440	99351	1.35135	298.35135	149.85135	14985.13513	1.35135	298.35135	149.85134	14985.13495	1.35135	298.35135	149.85135	14985.13500	2020-01-01	2020-01-02	2020-01-01 00:07:30	2020-01-02 03:35:51	2020-01-01 00:07:30.000	2020-01-02 03:35:51.000	450	99351	49900.5	4990050	450	99351	49900.5	4990050	-32720	32418	4680.66	468066	-126	125	0.98	98
+451	2	10441	99352	1.35435	298.35435	149.85435	14985.43543	1.35435	298.35434	149.85435	14985.43525	1.35435	298.35435	149.85435	14985.43500	2020-01-01	2020-01-02	2020-01-01 00:07:31	2020-01-02 03:35:52	2020-01-01 00:07:31.000	2020-01-02 03:35:52.000	451	99352	49901.5	4990150	451	99352	49901.5	4990150	-32719	32419	4681.66	468166	-125	126	1.98	198
+452	2	10442	99353	1.35735	298.35735	149.85735	14985.73573	1.35735	298.35736	149.85736	14985.736	1.35735	298.35735	149.85735	14985.73500	2020-01-01	2020-01-02	2020-01-01 00:07:32	2020-01-02 03:35:53	2020-01-01 00:07:32.000	2020-01-02 03:35:53.000	452	99353	49902.5	4990250	452	99353	49902.5	4990250	-32718	32420	4682.66	468266	-124	127	2.98	298
+453	2	10443	99354	1.36036	298.36036	149.86036	14986.03603	1.36036	298.36035	149.86036	14986.03614	1.36036	298.36036	149.86036	14986.03600	2020-01-01	2020-01-02	2020-01-01 00:07:33	2020-01-02 03:35:54	2020-01-01 00:07:33.000	2020-01-02 03:35:54.000	453	99354	49903.5	4990350	453	99354	49903.5	4990350	-32717	32421	4683.66	468366	-128	127	1.42	142
+454	2	10444	99355	1.36336	298.36336	149.86336	14986.33633	1.36336	298.36337	149.86336	14986.33629	1.36336	298.36336	149.86336	14986.33600	2020-01-01	2020-01-02	2020-01-01 00:07:34	2020-01-02 03:35:55	2020-01-01 00:07:34.000	2020-01-02 03:35:55.000	454	99355	49904.5	4990450	454	99355	49904.5	4990450	-32716	32422	4684.66	468466	-128	127	-0.14	-14
+455	2	10445	99356	1.36636	298.36636	149.86636	14986.63663	1.36636	298.36636	149.86636	14986.63641	1.36636	298.36636	149.86636	14986.63600	2020-01-01	2020-01-02	2020-01-01 00:07:35	2020-01-02 03:35:56	2020-01-01 00:07:35.000	2020-01-02 03:35:56.000	455	99356	49905.5	4990550	455	99356	49905.5	4990550	-32715	32423	4685.66	468566	-128	124	-1.7	-170
+456	2	10446	99357	1.36936	298.36936	149.86936	14986.93693	1.36936	298.36935	149.86936	14986.93672	1.36936	298.36936	149.86936	14986.93600	2020-01-01	2020-01-02	2020-01-01 00:07:36	2020-01-02 03:35:57	2020-01-01 00:07:36.000	2020-01-02 03:35:57.000	456	99357	49906.5	4990650	456	99357	49906.5	4990650	-32714	32424	4686.66	468666	-127	125	-0.7	-70
+457	2	10447	99358	1.37237	298.37237	149.87237	14987.23723	1.37237	298.37238	149.87237	14987.23747	1.37237	298.37237	149.87237	14987.23700	2020-01-01	2020-01-02	2020-01-01 00:07:37	2020-01-02 03:35:58	2020-01-01 00:07:37.000	2020-01-02 03:35:58.000	457	99358	49907.5	4990750	457	99358	49907.5	4990750	-32713	32425	4687.66	468766	-126	126	0.3	30
+458	2	10448	99359	1.37537	298.37537	149.87537	14987.53753	1.37537	298.37537	149.87537	14987.5376	1.37537	298.37537	149.87537	14987.53700	2020-01-01	2020-01-02	2020-01-01 00:07:38	2020-01-02 03:35:59	2020-01-01 00:07:38.000	2020-01-02 03:35:59.000	458	99359	49908.5	4990850	458	99359	49908.5	4990850	-32712	32426	4688.66	468866	-125	127	1.3	130
+459	2	10449	99360	1.37837	298.37837	149.87837	14987.83783	1.37837	298.3784	149.87837	14987.83775	1.37837	298.37837	149.87837	14987.83700	2020-01-01	2020-01-02	2020-01-01 00:07:39	2020-01-02 03:36:00	2020-01-01 00:07:39.000	2020-01-02 03:36:00.000	459	99360	49909.5	4990950	459	99360	49909.5	4990950	-32711	32427	4689.66	468966	-128	127	-0.26	-26
+46	2	10036	99946	0.13813	300.13813	150.13813	15163.95195	0.13813	300.13815	150.13814	15163.95214	0.13813	300.13813	150.13813	15163.95113	2020-01-01	2020-01-02	2020-01-01 00:00:46	2020-01-02 03:45:46	2020-01-01 00:00:46.000	2020-01-02 03:45:46.000	46	99946	49996	5049596	46	99946	49996	5049596	-32523	32412	4575.009900990099	462076	-125	127	-0.039603960396039604	-4
+460	2	10450	99361	1.38138	298.38138	149.88138	14988.13813	1.38138	298.38138	149.88137	14988.13789	1.38138	298.38138	149.88138	14988.13800	2020-01-01	2020-01-02	2020-01-01 00:07:40	2020-01-02 03:36:01	2020-01-01 00:07:40.000	2020-01-02 03:36:01.000	460	99361	49910.5	4991050	460	99361	49910.5	4991050	-32710	32428	4690.66	469066	-128	127	-1.82	-182
+461	2	10451	99362	1.38438	298.38438	149.88438	14988.43843	1.38438	298.3844	149.88438	14988.43864	1.38438	298.38438	149.88438	14988.43800	2020-01-01	2020-01-02	2020-01-01 00:07:41	2020-01-02 03:36:02	2020-01-01 00:07:41.000	2020-01-02 03:36:02.000	461	99362	49911.5	4991150	461	99362	49911.5	4991150	-32709	32429	4691.66	469166	-128	123	-3.38	-338
+462	2	10452	99363	1.38738	298.38738	149.88738	14988.73873	1.38738	298.3874	149.88738	14988.73894	1.38738	298.38738	149.88738	14988.73800	2020-01-01	2020-01-02	2020-01-01 00:07:42	2020-01-02 03:36:03	2020-01-01 00:07:42.000	2020-01-02 03:36:03.000	462	99363	49912.5	4991250	462	99363	49912.5	4991250	-32708	32430	4692.66	469266	-127	124	-2.38	-238
+463	2	10453	99364	1.39039	298.39039	149.89039	14989.03903	1.39039	298.39038	149.89039	14989.03907	1.39039	298.39039	149.89039	14989.03900	2020-01-01	2020-01-02	2020-01-01 00:07:43	2020-01-02 03:36:04	2020-01-01 00:07:43.000	2020-01-02 03:36:04.000	463	99364	49913.5	4991350	463	99364	49913.5	4991350	-32707	32431	4693.66	469366	-126	125	-1.38	-138
+464	2	10454	99365	1.39339	298.39339	149.89339	14989.33933	1.39339	298.3934	149.89339	14989.33922	1.39339	298.39339	149.89339	14989.33900	2020-01-01	2020-01-02	2020-01-01 00:07:44	2020-01-02 03:36:05	2020-01-01 00:07:44.000	2020-01-02 03:36:05.000	464	99365	49914.5	4991450	464	99365	49914.5	4991450	-32706	32432	4694.66	469466	-125	126	-0.38	-38
+465	2	10455	99366	1.39639	298.39639	149.89639	14989.63963	1.39639	298.3964	149.89639	14989.63936	1.39639	298.39639	149.89639	14989.63900	2020-01-01	2020-01-02	2020-01-01 00:07:45	2020-01-02 03:36:06	2020-01-01 00:07:45.000	2020-01-02 03:36:06.000	465	99366	49915.5	4991550	465	99366	49915.5	4991550	-32705	32433	4695.66	469566	-124	127	0.62	62
+466	2	10456	99367	1.39939	298.39939	149.89939	14989.93993	1.39939	298.3994	149.8994	14989.94011	1.39939	298.39939	149.89939	14989.93900	2020-01-01	2020-01-02	2020-01-01 00:07:46	2020-01-02 03:36:07	2020-01-01 00:07:46.000	2020-01-02 03:36:07.000	466	99367	49916.5	4991650	466	99367	49916.5	4991650	-32704	32434	4696.66	469666	-128	127	-0.94	-94
+467	2	10457	99368	1.4024	298.4024	149.9024	14990.24024	1.4024	298.4024	149.9024	14990.24041	1.40240	298.40240	149.90240	14990.24000	2020-01-01	2020-01-02	2020-01-01 00:07:47	2020-01-02 03:36:08	2020-01-01 00:07:47.000	2020-01-02 03:36:08.000	467	99368	49917.5	4991750	467	99368	49917.5	4991750	-32703	32435	4697.66	469766	-128	123	-2.5	-250
+468	2	10458	99369	1.4054	298.4054	149.9054	14990.54054	1.4054	298.4054	149.9054	14990.54058	1.40540	298.40540	149.90540	14990.54000	2020-01-01	2020-01-02	2020-01-01 00:07:48	2020-01-02 03:36:09	2020-01-01 00:07:48.000	2020-01-02 03:36:09.000	468	99369	49918.5	4991850	468	99369	49918.5	4991850	-32702	32436	4698.66	469866	-127	124	-1.5	-150
+469	2	10459	99370	1.4084	298.4084	149.9084	14990.84084	1.4084	298.40842	149.9084	14990.8407	1.40840	298.40840	149.90840	14990.84000	2020-01-01	2020-01-02	2020-01-01 00:07:49	2020-01-02 03:36:10	2020-01-01 00:07:49.000	2020-01-02 03:36:10.000	469	99370	49919.5	4991950	469	99370	49919.5	4991950	-32701	32437	4699.66	469966	-126	125	-0.5	-50
+47	2	10037	99947	0.14114	300.14114	150.14114	15164.25525	0.14114	300.14114	150.14114	15164.25545	0.14114	300.14114	150.14114	15164.25514	2020-01-01	2020-01-02	2020-01-01 00:00:47	2020-01-02 03:45:47	2020-01-01 00:00:47.000	2020-01-02 03:45:47.000	47	99947	49997	5049697	47	99947	49997	5049697	-32522	32413	4576.009900990099	462177	-128	127	-1.5742574257425743	-159
+470	2	10460	99371	1.41141	298.41141	149.91141	14991.14114	1.41141	298.4114	149.9114	14991.14099	1.41141	298.41141	149.91141	14991.14100	2020-01-01	2020-01-02	2020-01-01 00:07:50	2020-01-02 03:36:11	2020-01-01 00:07:50.000	2020-01-02 03:36:11.000	470	99371	49920.5	4992050	470	99371	49920.5	4992050	-32700	32438	4700.66	470066	-125	126	0.5	50
+471	2	10461	99372	1.41441	298.41441	149.91441	14991.44144	1.41441	298.41443	149.91441	14991.44159	1.41441	298.41441	149.91441	14991.44100	2020-01-01	2020-01-02	2020-01-01 00:07:51	2020-01-02 03:36:12	2020-01-01 00:07:51.000	2020-01-02 03:36:12.000	471	99372	49921.5	4992150	471	99372	49921.5	4992150	-32699	32439	4701.66	470166	-124	127	1.5	150
+472	2	10462	99373	1.41741	298.41741	149.91741	14991.74174	1.41741	298.41742	149.91741	14991.74188	1.41741	298.41741	149.91741	14991.74100	2020-01-01	2020-01-02	2020-01-01 00:07:52	2020-01-02 03:36:13	2020-01-01 00:07:52.000	2020-01-02 03:36:13.000	472	99373	49922.5	4992250	472	99373	49922.5	4992250	-32698	32440	4702.66	470266	-128	127	-0.06	-6
+473	2	10463	99374	1.42042	298.42042	149.92042	14992.04204	1.42042	298.4204	149.92042	14992.04204	1.42042	298.42042	149.92042	14992.04200	2020-01-01	2020-01-02	2020-01-01 00:07:53	2020-01-02 03:36:14	2020-01-01 00:07:53.000	2020-01-02 03:36:14.000	473	99374	49923.5	4992350	473	99374	49923.5	4992350	-32697	32441	4703.66	470366	-128	123	-1.62	-162
+474	2	10464	99375	1.42342	298.42342	149.92342	14992.34234	1.42342	298.42343	149.92342	14992.34216	1.42342	298.42342	149.92342	14992.34200	2020-01-01	2020-01-02	2020-01-01 00:07:54	2020-01-02 03:36:15	2020-01-01 00:07:54.000	2020-01-02 03:36:15.000	474	99375	49924.5	4992450	474	99375	49924.5	4992450	-32696	32442	4704.66	470466	-127	124	-0.62	-62
+475	2	10465	99376	1.42642	298.42642	149.92642	14992.64264	1.42642	298.42642	149.92642	14992.64246	1.42642	298.42642	149.92642	14992.64200	2020-01-01	2020-01-02	2020-01-01 00:07:55	2020-01-02 03:36:16	2020-01-01 00:07:55.000	2020-01-02 03:36:16.000	475	99376	49925.5	4992550	475	99376	49925.5	4992550	-32695	32443	4705.66	470566	-126	125	0.38	38
+476	2	10466	99377	1.42942	298.42942	149.92942	14992.94294	1.42942	298.42944	149.92943	14992.94305	1.42942	298.42942	149.92942	14992.94200	2020-01-01	2020-01-02	2020-01-01 00:07:56	2020-01-02 03:36:17	2020-01-01 00:07:56.000	2020-01-02 03:36:17.000	476	99377	49926.5	4992650	476	99377	49926.5	4992650	-32694	32444	4706.66	470666	-125	126	1.38	138
+477	2	10467	99378	1.43243	298.43243	149.93243	14993.24324	1.43243	298.43243	149.93243	14993.24338	1.43243	298.43243	149.93243	14993.24300	2020-01-01	2020-01-02	2020-01-01 00:07:57	2020-01-02 03:36:18	2020-01-01 00:07:57.000	2020-01-02 03:36:18.000	477	99378	49927.5	4992750	477	99378	49927.5	4992750	-32693	32445	4707.66	470766	-124	127	2.38	238
+478	2	10468	99379	1.43543	298.43543	149.93543	14993.54354	1.43543	298.43542	149.93543	14993.54352	1.43543	298.43543	149.93543	14993.54300	2020-01-01	2020-01-02	2020-01-01 00:07:58	2020-01-02 03:36:19	2020-01-01 00:07:58.000	2020-01-02 03:36:19.000	478	99379	49928.5	4992850	478	99379	49928.5	4992850	-32692	32446	4708.66	470866	-128	127	0.82	82
+479	2	10469	99380	1.43843	298.43843	149.93843	14993.84384	1.43843	298.43845	149.93844	14993.84427	1.43843	298.43843	149.93843	14993.84300	2020-01-01	2020-01-02	2020-01-01 00:07:59	2020-01-02 03:36:20	2020-01-01 00:07:59.000	2020-01-02 03:36:20.000	479	99380	49929.5	4992950	479	99380	49929.5	4992950	-32691	32447	4709.66	470966	-128	127	-0.74	-74
+48	2	10038	99948	0.14414	300.14414	150.14414	15164.55855	0.14414	300.14413	150.14414	15164.55863	0.14414	300.14414	150.14414	15164.55814	2020-01-01	2020-01-02	2020-01-01 00:00:48	2020-01-02 03:45:48	2020-01-01 00:00:48.000	2020-01-02 03:45:48.000	48	99948	49998	5049798	48	99948	49998	5049798	-32521	32414	4577.009900990099	462278	-128	127	-3.108910891089109	-314
+480	2	10470	99381	1.44144	298.44144	149.94144	14994.14414	1.44144	298.44144	149.94143	14994.14392	1.44144	298.44144	149.94144	14994.14400	2020-01-01	2020-01-02	2020-01-01 00:08:00	2020-01-02 03:36:21	2020-01-01 00:08:00.000	2020-01-02 03:36:21.000	480	99381	49930.5	4993050	480	99381	49930.5	4993050	-32690	32448	4710.66	471066	-128	124	-2.3	-230
+481	2	10471	99382	1.44444	298.44444	149.94444	14994.44444	1.44444	298.44446	149.94444	14994.44452	1.44444	298.44444	149.94444	14994.44400	2020-01-01	2020-01-02	2020-01-01 00:08:01	2020-01-02 03:36:22	2020-01-01 00:08:01.000	2020-01-02 03:36:22.000	481	99382	49931.5	4993150	481	99382	49931.5	4993150	-32689	32449	4711.66	471166	-127	125	-1.3	-130
+482	2	10472	99383	1.44744	298.44744	149.94744	14994.74474	1.44744	298.44745	149.94744	14994.74485	1.44744	298.44744	149.94744	14994.74400	2020-01-01	2020-01-02	2020-01-01 00:08:02	2020-01-02 03:36:23	2020-01-01 00:08:02.000	2020-01-02 03:36:23.000	482	99383	49932.5	4993250	482	99383	49932.5	4993250	-32688	32450	4712.66	471266	-126	126	-0.3	-30
+483	2	10473	99384	1.45045	298.45045	149.95045	14995.04504	1.45045	298.45044	149.95044	14995.04499	1.45045	298.45045	149.95045	14995.04500	2020-01-01	2020-01-02	2020-01-01 00:08:03	2020-01-02 03:36:24	2020-01-01 00:08:03.000	2020-01-02 03:36:24.000	483	99384	49933.5	4993350	483	99384	49933.5	4993350	-32687	32451	4713.66	471366	-125	127	0.7	70
+484	2	10474	99385	1.45345	298.45345	149.95345	14995.34534	1.45345	298.45346	149.95345	14995.34574	1.45345	298.45345	149.95345	14995.34500	2020-01-01	2020-01-02	2020-01-01 00:08:04	2020-01-02 03:36:25	2020-01-01 00:08:04.000	2020-01-02 03:36:25.000	484	99385	49934.5	4993450	484	99385	49934.5	4993450	-32686	32452	4714.66	471466	-128	127	-0.86	-86
+485	2	10475	99386	1.45645	298.45645	149.95645	14995.64564	1.45645	298.45645	149.95645	14995.6454	1.45645	298.45645	149.95645	14995.64500	2020-01-01	2020-01-02	2020-01-01 00:08:05	2020-01-02 03:36:26	2020-01-01 00:08:05.000	2020-01-02 03:36:26.000	485	99386	49935.5	4993550	485	99386	49935.5	4993550	-32685	32453	4715.66	471566	-128	127	-2.42	-242
+486	2	10476	99387	1.45945	298.45945	149.95945	14995.94594	1.45945	298.45947	149.95946	14995.94602	1.45945	298.45945	149.95945	14995.94500	2020-01-01	2020-01-02	2020-01-01 00:08:06	2020-01-02 03:36:27	2020-01-01 00:08:06.000	2020-01-02 03:36:27.000	486	99387	49936.5	4993650	486	99387	49936.5	4993650	-32684	32454	4716.66	471666	-128	123	-3.98	-398
+487	2	10477	99388	1.46246	298.46246	149.96246	14996.24624	1.46246	298.46246	149.96246	14996.24633	1.46246	298.46246	149.96246	14996.24600	2020-01-01	2020-01-02	2020-01-01 00:08:07	2020-01-02 03:36:28	2020-01-01 00:08:07.000	2020-01-02 03:36:28.000	487	99388	49937.5	4993750	487	99388	49937.5	4993750	-32683	32455	4717.66	471766	-127	124	-2.98	-298
+488	2	10478	99389	1.46546	298.46546	149.96546	14996.54654	1.46546	298.46545	149.96546	14996.54645	1.46546	298.46546	149.96546	14996.54600	2020-01-01	2020-01-02	2020-01-01 00:08:08	2020-01-02 03:36:29	2020-01-01 00:08:08.000	2020-01-02 03:36:29.000	488	99389	49938.5	4993850	488	99389	49938.5	4993850	-32682	32456	4718.66	471866	-126	125	-1.98	-198
+489	2	10479	99390	1.46846	298.46846	149.96846	14996.84684	1.46846	298.46848	149.96847	14996.84721	1.46846	298.46846	149.96846	14996.84600	2020-01-01	2020-01-02	2020-01-01 00:08:09	2020-01-02 03:36:30	2020-01-01 00:08:09.000	2020-01-02 03:36:30.000	489	99390	49939.5	4993950	489	99390	49939.5	4993950	-32681	32457	4719.66	471966	-125	126	-0.98	-98
+49	2	10039	99949	0.14714	300.14714	150.14714	15164.86186	0.14714	300.14716	150.14714	15164.86173	0.14714	300.14714	150.14714	15164.86114	2020-01-01	2020-01-02	2020-01-01 00:00:49	2020-01-02 03:45:49	2020-01-01 00:00:49.000	2020-01-02 03:45:49.000	49	99949	49999	5049899	49	99949	49999	5049899	-32520	32415	4578.009900990099	462379	-128	123	-4.643564356435643	-469
+490	2	10480	99391	1.47147	298.47147	149.97147	14997.14714	1.47147	298.47147	149.97146	14997.14687	1.47147	298.47147	149.97147	14997.14700	2020-01-01	2020-01-02	2020-01-01 00:08:10	2020-01-02 03:36:31	2020-01-01 00:08:10.000	2020-01-02 03:36:31.000	490	99391	49940.5	4994050	490	99391	49940.5	4994050	-32680	32458	4720.66	472066	-124	127	0.02	2
+491	2	10481	99392	1.47447	298.47447	149.97447	14997.44744	1.47447	298.4745	149.97447	14997.44749	1.47447	298.47447	149.97447	14997.44700	2020-01-01	2020-01-02	2020-01-01 00:08:11	2020-01-02 03:36:32	2020-01-01 00:08:11.000	2020-01-02 03:36:32.000	491	99392	49941.5	4994150	491	99392	49941.5	4994150	-32679	32459	4721.66	472166	-128	127	-1.54	-154
+492	2	10482	99393	1.47747	298.47747	149.97747	14997.74774	1.47747	298.47748	149.97747	14997.74779	1.47747	298.47747	149.97747	14997.74700	2020-01-01	2020-01-02	2020-01-01 00:08:12	2020-01-02 03:36:33	2020-01-01 00:08:12.000	2020-01-02 03:36:33.000	492	99393	49942.5	4994250	492	99393	49942.5	4994250	-32678	32460	4722.66	472266	-128	123	-3.1	-310
+493	2	10483	99394	1.48048	298.48048	149.98048	14998.04804	1.48048	298.48047	149.98048	14998.04809	1.48048	298.48048	149.98048	14998.04800	2020-01-01	2020-01-02	2020-01-01 00:08:13	2020-01-02 03:36:34	2020-01-01 00:08:13.000	2020-01-02 03:36:34.000	493	99394	49943.5	4994350	493	99394	49943.5	4994350	-32677	32461	4723.66	472366	-127	124	-2.1	-210
+494	2	10484	99395	1.48348	298.48348	149.98348	14998.34834	1.48348	298.4835	149.98348	14998.34868	1.48348	298.48348	149.98348	14998.34800	2020-01-01	2020-01-02	2020-01-01 00:08:14	2020-01-02 03:36:35	2020-01-01 00:08:14.000	2020-01-02 03:36:35.000	494	99395	49944.5	4994450	494	99395	49944.5	4994450	-32676	32462	4724.66	472466	-126	125	-1.1	-110
+495	2	10485	99396	1.48648	298.48648	149.98648	14998.64864	1.48648	298.48648	149.98648	14998.64837	1.48648	298.48648	149.98648	14998.64800	2020-01-01	2020-01-02	2020-01-01 00:08:15	2020-01-02 03:36:36	2020-01-01 00:08:15.000	2020-01-02 03:36:36.000	495	99396	49945.5	4994550	495	99396	49945.5	4994550	-32675	32463	4725.66	472566	-125	126	-0.1	-10
+496	2	10486	99397	1.48948	298.48948	149.98948	14998.94894	1.48948	298.4895	149.98948	14998.94896	1.48948	298.48948	149.98948	14998.94800	2020-01-01	2020-01-02	2020-01-01 00:08:16	2020-01-02 03:36:37	2020-01-01 00:08:16.000	2020-01-02 03:36:37.000	496	99397	49946.5	4994650	496	99397	49946.5	4994650	-32674	32464	4726.66	472666	-124	127	0.9	90
+497	2	10487	99398	1.49249	298.49249	149.99249	14999.24924	1.49249	298.4925	149.99249	14999.24926	1.49249	298.49249	149.99249	14999.24900	2020-01-01	2020-01-02	2020-01-01 00:08:17	2020-01-02 03:36:38	2020-01-01 00:08:17.000	2020-01-02 03:36:38.000	497	99398	49947.5	4994750	497	99398	49947.5	4994750	-32673	32465	4727.66	472766	-128	127	-0.66	-66
+498	2	10488	99399	1.49549	298.49549	149.99549	14999.54954	1.49549	298.49548	149.99549	14999.54956	1.49549	298.49549	149.99549	14999.54900	2020-01-01	2020-01-02	2020-01-01 00:08:18	2020-01-02 03:36:39	2020-01-01 00:08:18.000	2020-01-02 03:36:39.000	498	99399	49948.5	4994850	498	99399	49948.5	4994850	-32672	32466	4728.66	472866	-128	123	-2.22	-222
+499	2	10489	99400	1.49849	298.49849	149.99849	14999.84984	1.49849	298.4985	149.9985	14999.85015	1.49849	298.49849	149.99849	14999.84900	2020-01-01	2020-01-02	2020-01-01 00:08:19	2020-01-02 03:36:40	2020-01-01 00:08:19.000	2020-01-02 03:36:40.000	499	99400	49949.5	4994950	499	99400	49949.5	4994950	-32671	32467	4729.66	472966	-127	124	-1.22	-122
+5	2	1004	9995	0.01501	300.01501	150.01501	15151.51651	0.01501	300.015	150.01501	15151.51648	0.01501	300.01501	150.01501	15151.51601	2020-01-01	2020-01-02	2020-01-01 00:00:05	2020-01-02 03:45:05	2020-01-01 00:00:05.000	2020-01-02 03:45:05.000	5	99905	49955	5045455	5	99905	49955	5045455	-32564	32371	4534.009900990099	457935	-128	123	-3.01980198019802	-305
+50	2	10040	99950	0.15015	300.15015	150.15015	15165.16516	0.15015	300.15015	150.15014	15165.16487	0.15015	300.15015	150.15015	15165.16515	2020-01-01	2020-01-02	2020-01-01 00:00:50	2020-01-02 03:45:50	2020-01-01 00:00:50.000	2020-01-02 03:45:50.000	50	99950	50000	5050000	50	99950	50000	5050000	-32519	32416	4579.009900990099	462480	-127	124	-3.6435643564356437	-368
+500	2	10490	99401	1.5015	298.5015	150.0015	15000.15015	1.5015	298.5015	150.00149	15000.14984	1.50150	298.50150	150.00150	15000.15000	2020-01-01	2020-01-02	2020-01-01 00:08:20	2020-01-02 03:36:41	2020-01-01 00:08:20.000	2020-01-02 03:36:41.000	500	99401	49950.5	4995050	500	99401	49950.5	4995050	-32670	32468	4730.66	473066	-126	125	-0.22	-22
+501	2	10491	99402	1.5045	298.5045	150.0045	15000.45045	1.5045	298.50452	150.0045	15000.45043	1.50450	298.50450	150.00450	15000.45000	2020-01-01	2020-01-02	2020-01-01 00:08:21	2020-01-02 03:36:42	2020-01-01 00:08:21.000	2020-01-02 03:36:42.000	501	99402	49951.5	4995150	501	99402	49951.5	4995150	-32669	32469	4731.66	473166	-125	126	0.78	78
+502	2	10492	99403	1.5075	298.5075	150.0075	15000.75075	1.5075	298.5075	150.0075	15000.75073	1.50750	298.50750	150.00750	15000.75000	2020-01-01	2020-01-02	2020-01-01 00:08:22	2020-01-02 03:36:43	2020-01-01 00:08:22.000	2020-01-02 03:36:43.000	502	99403	49952.5	4995250	502	99403	49952.5	4995250	-32668	32470	4732.66	473266	-124	127	1.78	178
+503	2	10493	99404	1.51051	298.51051	150.01051	15001.05105	1.51051	298.5105	150.01051	15001.05103	1.51051	298.51051	150.01051	15001.05100	2020-01-01	2020-01-02	2020-01-01 00:08:23	2020-01-02 03:36:44	2020-01-01 00:08:23.000	2020-01-02 03:36:44.000	503	99404	49953.5	4995350	503	99404	49953.5	4995350	-32667	32471	4733.66	473366	-128	127	0.22	22
+504	2	10494	99405	1.51351	298.51351	150.01351	15001.35135	1.51351	298.51352	150.01351	15001.35162	1.51351	298.51351	150.01351	15001.35100	2020-01-01	2020-01-02	2020-01-01 00:08:24	2020-01-02 03:36:45	2020-01-01 00:08:24.000	2020-01-02 03:36:45.000	504	99405	49954.5	4995450	504	99405	49954.5	4995450	-32666	32472	4734.66	473466	-128	127	-1.34	-134
+505	2	10495	99406	1.51651	298.51651	150.01651	15001.65165	1.51651	298.5165	150.01651	15001.65131	1.51651	298.51651	150.01651	15001.65100	2020-01-01	2020-01-02	2020-01-01 00:08:25	2020-01-02 03:36:46	2020-01-01 00:08:25.000	2020-01-02 03:36:46.000	505	99406	49955.5	4995550	505	99406	49955.5	4995550	-32665	32473	4735.66	473566	-128	124	-2.9	-290
+506	2	10496	99407	1.51951	298.51951	150.01951	15001.95195	1.51951	298.51953	150.01951	15001.9519	1.51951	298.51951	150.01951	15001.95100	2020-01-01	2020-01-02	2020-01-01 00:08:26	2020-01-02 03:36:47	2020-01-01 00:08:26.000	2020-01-02 03:36:47.000	506	99407	49956.5	4995650	506	99407	49956.5	4995650	-32664	32474	4736.66	473666	-127	125	-1.9	-190
+507	2	10497	99408	1.52252	298.52252	150.02252	15002.25225	1.52252	298.52252	150.02252	15002.2522	1.52252	298.52252	150.02252	15002.25200	2020-01-01	2020-01-02	2020-01-01 00:08:27	2020-01-02 03:36:48	2020-01-01 00:08:27.000	2020-01-02 03:36:48.000	507	99408	49957.5	4995750	507	99408	49957.5	4995750	-32663	32475	4737.66	473766	-126	126	-0.9	-90
+508	2	10498	99409	1.52552	298.52552	150.02552	15002.55255	1.52552	298.5255	150.02552	15002.5525	1.52552	298.52552	150.02552	15002.55200	2020-01-01	2020-01-02	2020-01-01 00:08:28	2020-01-02 03:36:49	2020-01-01 00:08:28.000	2020-01-02 03:36:49.000	508	99409	49958.5	4995850	508	99409	49958.5	4995850	-32662	32476	4738.66	473866	-125	127	0.1	10
+509	2	10499	99410	1.52852	298.52852	150.02852	15002.85285	1.52852	298.52853	150.02853	15002.85312	1.52852	298.52852	150.02852	15002.85200	2020-01-01	2020-01-02	2020-01-01 00:08:29	2020-01-02 03:36:50	2020-01-01 00:08:29.000	2020-01-02 03:36:50.000	509	99410	49959.5	4995950	509	99410	49959.5	4995950	-32661	32477	4739.66	473966	-128	127	-1.46	-146
+51	2	10041	99951	0.15315	300.15315	150.15315	15165.46846	0.15315	300.15317	150.15315	15165.46863	0.15315	300.15315	150.15315	15165.46815	2020-01-01	2020-01-02	2020-01-01 00:00:51	2020-01-02 03:45:51	2020-01-01 00:00:51.000	2020-01-02 03:45:51.000	51	99951	50001	5050101	51	99951	50001	5050101	-32518	32417	4580.009900990099	462581	-126	125	-2.6435643564356437	-267
+510	2	10500	99411	1.53153	298.53153	150.03153	15003.15315	1.53153	298.53152	150.03152	15003.15278	1.53153	298.53153	150.03153	15003.15300	2020-01-01	2020-01-02	2020-01-01 00:08:30	2020-01-02 03:36:51	2020-01-01 00:08:30.000	2020-01-02 03:36:51.000	510	99411	49960.5	4996050	510	99411	49960.5	4996050	-32660	32478	4740.66	474066	-128	127	-3.02	-302
+511	2	10501	99412	1.53453	298.53453	150.03453	15003.45345	1.53453	298.53455	150.03453	15003.45354	1.53453	298.53453	150.03453	15003.45300	2020-01-01	2020-01-02	2020-01-01 00:08:31	2020-01-02 03:36:52	2020-01-01 00:08:31.000	2020-01-02 03:36:52.000	511	99412	49961.5	4996150	511	99412	49961.5	4996150	-32659	32479	4741.66	474166	-128	123	-4.58	-458
+512	2	10502	99413	1.53753	298.53753	150.03753	15003.75375	1.53753	298.53754	150.03753	15003.75366	1.53753	298.53753	150.03753	15003.75300	2020-01-01	2020-01-02	2020-01-01 00:08:32	2020-01-02 03:36:53	2020-01-01 00:08:32.000	2020-01-02 03:36:53.000	512	99413	49962.5	4996250	512	99413	49962.5	4996250	-32658	32480	4742.66	474266	-127	124	-3.58	-358
+513	2	10503	99414	1.54054	298.54054	150.04054	15004.05405	1.54054	298.54053	150.04053	15004.05397	1.54054	298.54054	150.04054	15004.05400	2020-01-01	2020-01-02	2020-01-01 00:08:33	2020-01-02 03:36:54	2020-01-01 00:08:33.000	2020-01-02 03:36:54.000	513	99414	49963.5	4996350	513	99414	49963.5	4996350	-32657	32481	4743.66	474366	-126	125	-2.58	-258
+514	2	10504	99415	1.54354	298.54354	150.04354	15004.35435	1.54354	298.54355	150.04354	15004.35459	1.54354	298.54354	150.04354	15004.35400	2020-01-01	2020-01-02	2020-01-01 00:08:34	2020-01-02 03:36:55	2020-01-01 00:08:34.000	2020-01-02 03:36:55.000	514	99415	49964.5	4996450	514	99415	49964.5	4996450	-32656	32482	4744.66	474466	-125	126	-1.58	-158
+515	2	10505	99416	1.54654	298.54654	150.04654	15004.65465	1.54654	298.54654	150.04654	15004.65425	1.54654	298.54654	150.04654	15004.65400	2020-01-01	2020-01-02	2020-01-01 00:08:35	2020-01-02 03:36:56	2020-01-01 00:08:35.000	2020-01-02 03:36:56.000	515	99416	49965.5	4996550	515	99416	49965.5	4996550	-32655	32483	4745.66	474566	-124	127	-0.58	-58
+516	2	10506	99417	1.54954	298.54954	150.04954	15004.95495	1.54954	298.54956	150.04955	15004.955	1.54954	298.54954	150.04954	15004.95400	2020-01-01	2020-01-02	2020-01-01 00:08:36	2020-01-02 03:36:57	2020-01-01 00:08:36.000	2020-01-02 03:36:57.000	516	99417	49966.5	4996650	516	99417	49966.5	4996650	-32654	32484	4746.66	474666	-128	127	-2.14	-214
+517	2	10507	99418	1.55255	298.55255	150.05255	15005.25525	1.55255	298.55255	150.05255	15005.25514	1.55255	298.55255	150.05255	15005.25500	2020-01-01	2020-01-02	2020-01-01 00:08:37	2020-01-02 03:36:58	2020-01-01 00:08:37.000	2020-01-02 03:36:58.000	517	99418	49967.5	4996750	517	99418	49967.5	4996750	-32653	32485	4747.66	474766	-128	123	-3.7	-370
+518	2	10508	99419	1.55555	298.55555	150.05555	15005.55555	1.55555	298.55554	150.05555	15005.55547	1.55555	298.55555	150.05555	15005.55500	2020-01-01	2020-01-02	2020-01-01 00:08:38	2020-01-02 03:36:59	2020-01-01 00:08:38.000	2020-01-02 03:36:59.000	518	99419	49968.5	4996850	518	99419	49968.5	4996850	-32652	32486	4748.66	474866	-127	124	-2.7	-270
+519	2	10509	99420	1.55855	298.55855	150.05855	15005.85585	1.55855	298.55856	150.05856	15005.85607	1.55855	298.55855	150.05855	15005.85500	2020-01-01	2020-01-02	2020-01-01 00:08:39	2020-01-02 03:37:00	2020-01-01 00:08:39.000	2020-01-02 03:37:00.000	519	99420	49969.5	4996950	519	99420	49969.5	4996950	-32651	32487	4749.66	474966	-126	125	-1.7	-170
+52	2	10042	99952	0.15615	300.15615	150.15615	15165.77177	0.15615	300.15616	150.15615	15165.77193	0.15615	300.15615	150.15615	15165.77115	2020-01-01	2020-01-02	2020-01-01 00:00:52	2020-01-02 03:45:52	2020-01-01 00:00:52.000	2020-01-02 03:45:52.000	52	99952	50002	5050202	52	99952	50002	5050202	-32517	32418	4581.009900990099	462682	-125	126	-1.6435643564356435	-166
+520	2	10510	99421	1.56156	298.56156	150.06156	15006.15615	1.56156	298.56155	150.06155	15006.15572	1.56156	298.56156	150.06156	15006.15600	2020-01-01	2020-01-02	2020-01-01 00:08:40	2020-01-02 03:37:01	2020-01-01 00:08:40.000	2020-01-02 03:37:01.000	520	99421	49970.5	4997050	520	99421	49970.5	4997050	-32650	32488	4750.66	475066	-125	126	-0.7	-70
+521	2	10511	99422	1.56456	298.56456	150.06456	15006.45645	1.56456	298.56458	150.06456	15006.45647	1.56456	298.56456	150.06456	15006.45600	2020-01-01	2020-01-02	2020-01-01 00:08:41	2020-01-02 03:37:02	2020-01-01 00:08:41.000	2020-01-02 03:37:02.000	521	99422	49971.5	4997150	521	99422	49971.5	4997150	-32649	32489	4751.66	475166	-124	127	0.3	30
+522	2	10512	99423	1.56756	298.56756	150.06756	15006.75675	1.56756	298.56757	150.06756	15006.75661	1.56756	298.56756	150.06756	15006.75600	2020-01-01	2020-01-02	2020-01-01 00:08:42	2020-01-02 03:37:03	2020-01-01 00:08:42.000	2020-01-02 03:37:03.000	522	99423	49972.5	4997250	522	99423	49972.5	4997250	-32648	32490	4752.66	475266	-128	127	-1.26	-126
+523	2	10513	99424	1.57057	298.57057	150.07057	15007.05705	1.57057	298.57056	150.07056	15007.05694	1.57057	298.57057	150.07057	15007.05700	2020-01-01	2020-01-02	2020-01-01 00:08:43	2020-01-02 03:37:04	2020-01-01 00:08:43.000	2020-01-02 03:37:04.000	523	99424	49973.5	4997350	523	99424	49973.5	4997350	-32647	32491	4753.66	475366	-128	123	-2.82	-282
+524	2	10514	99425	1.57357	298.57357	150.07357	15007.35735	1.57357	298.57358	150.07357	15007.35753	1.57357	298.57357	150.07357	15007.35700	2020-01-01	2020-01-02	2020-01-01 00:08:44	2020-01-02 03:37:05	2020-01-01 00:08:44.000	2020-01-02 03:37:05.000	524	99425	49974.5	4997450	524	99425	49974.5	4997450	-32646	32492	4754.66	475466	-127	124	-1.82	-182
+525	2	10515	99426	1.57657	298.57657	150.07657	15007.65765	1.57657	298.57657	150.07657	15007.65783	1.57657	298.57657	150.07657	15007.65700	2020-01-01	2020-01-02	2020-01-01 00:08:45	2020-01-02 03:37:06	2020-01-01 00:08:45.000	2020-01-02 03:37:06.000	525	99426	49975.5	4997550	525	99426	49975.5	4997550	-32645	32493	4755.66	475566	-126	125	-0.82	-82
+526	2	10516	99427	1.57957	298.57957	150.07957	15007.95795	1.57957	298.5796	150.07957	15007.95795	1.57957	298.57957	150.07957	15007.95700	2020-01-01	2020-01-02	2020-01-01 00:08:46	2020-01-02 03:37:07	2020-01-01 00:08:46.000	2020-01-02 03:37:07.000	526	99427	49976.5	4997650	526	99427	49976.5	4997650	-32644	32494	4756.66	475666	-125	126	0.18	18
+527	2	10517	99428	1.58258	298.58258	150.08258	15008.25825	1.58258	298.58258	150.08258	15008.25811	1.58258	298.58258	150.08258	15008.25800	2020-01-01	2020-01-02	2020-01-01 00:08:47	2020-01-02 03:37:08	2020-01-01 00:08:47.000	2020-01-02 03:37:08.000	527	99428	49977.5	4997750	527	99428	49977.5	4997750	-32643	32495	4757.66	475766	-124	127	1.18	118
+528	2	10518	99429	1.58558	298.58558	150.08558	15008.55855	1.58558	298.58557	150.08558	15008.5584	1.58558	298.58558	150.08558	15008.55800	2020-01-01	2020-01-02	2020-01-01 00:08:48	2020-01-02 03:37:09	2020-01-01 00:08:48.000	2020-01-02 03:37:09.000	528	99429	49978.5	4997850	528	99429	49978.5	4997850	-32642	32496	4758.66	475866	-128	127	-0.38	-38
+529	2	10519	99430	1.58858	298.58858	150.08858	15008.85885	1.58858	298.5886	150.08859	15008.859	1.58858	298.58858	150.08858	15008.85800	2020-01-01	2020-01-02	2020-01-01 00:08:49	2020-01-02 03:37:10	2020-01-01 00:08:49.000	2020-01-02 03:37:10.000	529	99430	49979.5	4997950	529	99430	49979.5	4997950	-32641	32497	4759.66	475966	-128	127	-1.94	-194
+53	2	10043	99953	0.15915	300.15915	150.15915	15166.07507	0.15915	300.15915	150.15915	15166.07511	0.15915	300.15915	150.15915	15166.07415	2020-01-01	2020-01-02	2020-01-01 00:00:53	2020-01-02 03:45:53	2020-01-01 00:00:53.000	2020-01-02 03:45:53.000	53	99953	50003	5050303	53	99953	50003	5050303	-32516	32419	4582.009900990099	462783	-124	127	-0.6435643564356436	-65
+530	2	10520	99431	1.59159	298.59159	150.09159	15009.15915	1.59159	298.59158	150.09159	15009.15929	1.59159	298.59159	150.09159	15009.15900	2020-01-01	2020-01-02	2020-01-01 00:08:50	2020-01-02 03:37:11	2020-01-01 00:08:50.000	2020-01-02 03:37:11.000	530	99431	49980.5	4998050	530	99431	49980.5	4998050	-32640	32498	4760.66	476066	-128	124	-3.5	-350
+531	2	10521	99432	1.59459	298.59459	150.09459	15009.45945	1.59459	298.5946	150.09459	15009.45941	1.59459	298.59459	150.09459	15009.45900	2020-01-01	2020-01-02	2020-01-01 00:08:51	2020-01-02 03:37:12	2020-01-01 00:08:51.000	2020-01-02 03:37:12.000	531	99432	49981.5	4998150	531	99432	49981.5	4998150	-32639	32499	4761.66	476166	-127	125	-2.5	-250
+532	2	10522	99433	1.59759	298.59759	150.09759	15009.75975	1.59759	298.5976	150.09759	15009.75958	1.59759	298.59759	150.09759	15009.75900	2020-01-01	2020-01-02	2020-01-01 00:08:52	2020-01-02 03:37:13	2020-01-01 00:08:52.000	2020-01-02 03:37:13.000	532	99433	49982.5	4998250	532	99433	49982.5	4998250	-32638	32500	4762.66	476266	-126	126	-1.5	-150
+533	2	10523	99434	1.6006	298.6006	150.1006	15010.06006	1.6006	298.6006	150.10059	15010.05988	1.60060	298.60060	150.10060	15010.06000	2020-01-01	2020-01-02	2020-01-01 00:08:53	2020-01-02 03:37:14	2020-01-01 00:08:53.000	2020-01-02 03:37:14.000	533	99434	49983.5	4998350	533	99434	49983.5	4998350	-32637	32501	4763.66	476366	-125	127	-0.5	-50
+534	2	10524	99435	1.6036	298.6036	150.1036	15010.36036	1.6036	298.6036	150.1036	15010.36063	1.60360	298.60360	150.10360	15010.36000	2020-01-01	2020-01-02	2020-01-01 00:08:54	2020-01-02 03:37:15	2020-01-01 00:08:54.000	2020-01-02 03:37:15.000	534	99435	49984.5	4998450	534	99435	49984.5	4998450	-32636	32502	4764.66	476466	-128	127	-2.06	-206
+535	2	10525	99436	1.6066	298.6066	150.1066	15010.66066	1.6066	298.6066	150.1066	15010.66077	1.60660	298.60660	150.10660	15010.66000	2020-01-01	2020-01-02	2020-01-01 00:08:55	2020-01-02 03:37:16	2020-01-01 00:08:55.000	2020-01-02 03:37:16.000	535	99436	49985.5	4998550	535	99436	49985.5	4998550	-32635	32503	4765.66	476566	-128	127	-3.62	-362
+536	2	10526	99437	1.6096	298.6096	150.1096	15010.96096	1.6096	298.60962	150.1096	15010.96092	1.60960	298.60960	150.10960	15010.96000	2020-01-01	2020-01-02	2020-01-01 00:08:56	2020-01-02 03:37:17	2020-01-01 00:08:56.000	2020-01-02 03:37:17.000	536	99437	49986.5	4998650	536	99437	49986.5	4998650	-32634	32504	4766.66	476666	-128	123	-5.18	-518
+537	2	10527	99438	1.61261	298.61261	150.11261	15011.26126	1.61261	298.6126	150.11261	15011.26105	1.61261	298.61261	150.11261	15011.26100	2020-01-01	2020-01-02	2020-01-01 00:08:57	2020-01-02 03:37:18	2020-01-01 00:08:57.000	2020-01-02 03:37:18.000	537	99438	49987.5	4998750	537	99438	49987.5	4998750	-32633	32505	4767.66	476766	-127	124	-4.18	-418
+538	2	10528	99439	1.61561	298.61561	150.11561	15011.56156	1.61561	298.6156	150.11561	15011.56135	1.61561	298.61561	150.11561	15011.56100	2020-01-01	2020-01-02	2020-01-01 00:08:58	2020-01-02 03:37:19	2020-01-01 00:08:58.000	2020-01-02 03:37:19.000	538	99439	49988.5	4998850	538	99439	49988.5	4998850	-32632	32506	4768.66	476866	-126	125	-3.18	-318
+539	2	10529	99440	1.61861	298.61861	150.11861	15011.86186	1.61861	298.61862	150.11862	15011.8621	1.61861	298.61861	150.11861	15011.86100	2020-01-01	2020-01-02	2020-01-01 00:08:59	2020-01-02 03:37:20	2020-01-01 00:08:59.000	2020-01-02 03:37:20.000	539	99440	49989.5	4998950	539	99440	49989.5	4998950	-32631	32507	4769.66	476966	-125	126	-2.18	-218
+54	2	10044	99954	0.16216	300.16216	150.16216	15166.37837	0.16216	300.16217	150.16216	15166.37822	0.16216	300.16216	150.16216	15166.37816	2020-01-01	2020-01-02	2020-01-01 00:00:54	2020-01-02 03:45:54	2020-01-01 00:00:54.000	2020-01-02 03:45:54.000	54	99954	50004	5050404	54	99954	50004	5050404	-32515	32420	4583.009900990099	462884	-128	127	-2.1782178217821784	-220
+540	2	10530	99441	1.62162	298.62162	150.12162	15012.16216	1.62162	298.6216	150.12162	15012.16224	1.62162	298.62162	150.12162	15012.16200	2020-01-01	2020-01-02	2020-01-01 00:09:00	2020-01-02 03:37:21	2020-01-01 00:09:00.000	2020-01-02 03:37:21.000	540	99441	49990.5	4999050	540	99441	49990.5	4999050	-32630	32508	4770.66	477066	-124	127	-1.18	-118
+541	2	10531	99442	1.62462	298.62462	150.12462	15012.46246	1.62462	298.62463	150.12462	15012.46239	1.62462	298.62462	150.12462	15012.46200	2020-01-01	2020-01-02	2020-01-01 00:09:01	2020-01-02 03:37:22	2020-01-01 00:09:01.000	2020-01-02 03:37:22.000	541	99442	49991.5	4999150	541	99442	49991.5	4999150	-32629	32509	4771.66	477166	-128	127	-2.74	-274
+542	2	10532	99443	1.62762	298.62762	150.12762	15012.76276	1.62762	298.62762	150.12762	15012.76252	1.62762	298.62762	150.12762	15012.76200	2020-01-01	2020-01-02	2020-01-01 00:09:02	2020-01-02 03:37:23	2020-01-01 00:09:02.000	2020-01-02 03:37:23.000	542	99443	49992.5	4999250	542	99443	49992.5	4999250	-32628	32510	4772.66	477266	-128	123	-4.3	-430
+543	2	10533	99444	1.63063	298.63063	150.13063	15013.06306	1.63063	298.63065	150.13063	15013.06327	1.63063	298.63063	150.13063	15013.06300	2020-01-01	2020-01-02	2020-01-01 00:09:03	2020-01-02 03:37:24	2020-01-01 00:09:03.000	2020-01-02 03:37:24.000	543	99444	49993.5	4999350	543	99444	49993.5	4999350	-32627	32511	4773.66	477366	-127	124	-3.3	-330
+544	2	10534	99445	1.63363	298.63363	150.13363	15013.36336	1.63363	298.63364	150.13363	15013.36358	1.63363	298.63363	150.13363	15013.36300	2020-01-01	2020-01-02	2020-01-01 00:09:04	2020-01-02 03:37:25	2020-01-01 00:09:04.000	2020-01-02 03:37:25.000	544	99445	49994.5	4999450	544	99445	49994.5	4999450	-32626	32512	4774.66	477466	-126	125	-2.3	-230
+545	2	10535	99446	1.63663	298.63663	150.13663	15013.66366	1.63663	298.63663	150.13663	15013.6637	1.63663	298.63663	150.13663	15013.66300	2020-01-01	2020-01-02	2020-01-01 00:09:05	2020-01-02 03:37:26	2020-01-01 00:09:05.000	2020-01-02 03:37:26.000	545	99446	49995.5	4999550	545	99446	49995.5	4999550	-32625	32513	4775.66	477566	-125	126	-1.3	-130
+546	2	10536	99447	1.63963	298.63963	150.13963	15013.96396	1.63963	298.63965	150.13963	15013.96385	1.63963	298.63963	150.13963	15013.96300	2020-01-01	2020-01-02	2020-01-01 00:09:06	2020-01-02 03:37:27	2020-01-01 00:09:06.000	2020-01-02 03:37:27.000	546	99447	49996.5	4999650	546	99447	49996.5	4999650	-32624	32514	4776.66	477666	-124	127	-0.3	-30
+547	2	10537	99448	1.64264	298.64264	150.14264	15014.26426	1.64264	298.64264	150.14263	15014.26399	1.64264	298.64264	150.14264	15014.26400	2020-01-01	2020-01-02	2020-01-01 00:09:07	2020-01-02 03:37:28	2020-01-01 00:09:07.000	2020-01-02 03:37:28.000	547	99448	49997.5	4999750	547	99448	49997.5	4999750	-32623	32515	4777.66	477766	-128	127	-1.86	-186
+548	2	10538	99449	1.64564	298.64564	150.14564	15014.56456	1.64564	298.64566	150.14564	15014.56474	1.64564	298.64564	150.14564	15014.56400	2020-01-01	2020-01-02	2020-01-01 00:09:08	2020-01-02 03:37:29	2020-01-01 00:09:08.000	2020-01-02 03:37:29.000	548	99449	49998.5	4999850	548	99449	49998.5	4999850	-32622	32516	4778.66	477866	-128	123	-3.42	-342
+549	2	10539	99450	1.64864	298.64864	150.14864	15014.86486	1.64864	298.64865	150.14865	15014.86504	1.64864	298.64864	150.14864	15014.86400	2020-01-01	2020-01-02	2020-01-01 00:09:09	2020-01-02 03:37:30	2020-01-01 00:09:09.000	2020-01-02 03:37:30.000	549	99450	49999.5	4999950	549	99450	49999.5	4999950	-32621	32517	4779.66	477966	-127	124	-2.42	-242
+55	2	10045	99955	0.16516	300.16516	150.16516	15166.68168	0.16516	300.16516	150.16516	15166.68151	0.16516	300.16516	150.16516	15166.68116	2020-01-01	2020-01-02	2020-01-01 00:00:55	2020-01-02 03:45:55	2020-01-01 00:00:55.000	2020-01-02 03:45:55.000	55	99955	50005	5050505	55	99955	50005	5050505	-32514	32421	4584.009900990099	462985	-128	123	-3.712871287128713	-375
+550	2	10540	99451	1.65165	298.65165	150.15165	15015.16516	1.65165	298.65164	150.15165	15015.16521	1.65165	298.65165	150.15165	15015.16500	2020-01-01	2020-01-02	2020-01-01 00:09:10	2020-01-02 03:37:31	2020-01-01 00:09:10.000	2020-01-02 03:37:31.000	550	99451	50000.5	5000050	550	99451	50000.5	5000050	-32620	32518	4780.66	478066	-126	125	-1.42	-142
+551	2	10541	99452	1.65465	298.65465	150.15465	15015.46546	1.65465	298.65466	150.15465	15015.46533	1.65465	298.65465	150.15465	15015.46500	2020-01-01	2020-01-02	2020-01-01 00:09:11	2020-01-02 03:37:32	2020-01-01 00:09:11.000	2020-01-02 03:37:32.000	551	99452	50001.5	5000150	551	99452	50001.5	5000150	-32619	32519	4781.66	478166	-125	126	-0.42	-42
+552	2	10542	99453	1.65765	298.65765	150.15765	15015.76576	1.65765	298.65765	150.15765	15015.76562	1.65765	298.65765	150.15765	15015.76500	2020-01-01	2020-01-02	2020-01-01 00:09:12	2020-01-02 03:37:33	2020-01-01 00:09:12.000	2020-01-02 03:37:33.000	552	99453	50002.5	5000250	552	99453	50002.5	5000250	-32618	32520	4782.66	478266	-124	127	0.58	58
+553	2	10543	99454	1.66066	298.66066	150.16066	15016.06606	1.66066	298.66068	150.16066	15016.06621	1.66066	298.66066	150.16066	15016.06600	2020-01-01	2020-01-02	2020-01-01 00:09:13	2020-01-02 03:37:34	2020-01-01 00:09:13.000	2020-01-02 03:37:34.000	553	99454	50003.5	5000350	553	99454	50003.5	5000350	-32617	32521	4783.66	478366	-128	127	-0.98	-98
+554	2	10544	99455	1.66366	298.66366	150.16366	15016.36636	1.66366	298.66367	150.16366	15016.36651	1.66366	298.66366	150.16366	15016.36600	2020-01-01	2020-01-02	2020-01-01 00:09:14	2020-01-02 03:37:35	2020-01-01 00:09:14.000	2020-01-02 03:37:35.000	554	99455	50004.5	5000450	554	99455	50004.5	5000450	-32616	32522	4784.66	478466	-128	127	-2.54	-254
+555	2	10545	99456	1.66666	298.66666	150.16666	15016.66666	1.66666	298.66666	150.16666	15016.66668	1.66666	298.66666	150.16666	15016.66600	2020-01-01	2020-01-02	2020-01-01 00:09:15	2020-01-02 03:37:36	2020-01-01 00:09:15.000	2020-01-02 03:37:36.000	555	99456	50005.5	5000550	555	99456	50005.5	5000550	-32615	32523	4785.66	478566	-128	124	-4.1	-410
+556	2	10546	99457	1.66966	298.66966	150.16966	15016.96696	1.66966	298.66968	150.16966	15016.9668	1.66966	298.66966	150.16966	15016.96600	2020-01-01	2020-01-02	2020-01-01 00:09:16	2020-01-02 03:37:37	2020-01-01 00:09:16.000	2020-01-02 03:37:37.000	556	99457	50006.5	5000650	556	99457	50006.5	5000650	-32614	32524	4786.66	478666	-127	125	-3.1	-310
+557	2	10547	99458	1.67267	298.67267	150.17267	15017.26726	1.67267	298.67267	150.17267	15017.26709	1.67267	298.67267	150.17267	15017.26700	2020-01-01	2020-01-02	2020-01-01 00:09:17	2020-01-02 03:37:38	2020-01-01 00:09:17.000	2020-01-02 03:37:38.000	557	99458	50007.5	5000750	557	99458	50007.5	5000750	-32613	32525	4787.66	478766	-126	126	-2.1	-210
+558	2	10548	99459	1.67567	298.67567	150.17567	15017.56756	1.67567	298.6757	150.17567	15017.56769	1.67567	298.67567	150.17567	15017.56700	2020-01-01	2020-01-02	2020-01-01 00:09:18	2020-01-02 03:37:39	2020-01-01 00:09:18.000	2020-01-02 03:37:39.000	558	99459	50008.5	5000850	558	99459	50008.5	5000850	-32612	32526	4788.66	478866	-125	127	-1.1	-110
+559	2	10549	99460	1.67867	298.67867	150.17867	15017.86786	1.67867	298.67868	150.17868	15017.86802	1.67867	298.67867	150.17867	15017.86700	2020-01-01	2020-01-02	2020-01-01 00:09:19	2020-01-02 03:37:40	2020-01-01 00:09:19.000	2020-01-02 03:37:40.000	559	99460	50009.5	5000950	559	99460	50009.5	5000950	-32611	32527	4789.66	478966	-128	127	-2.66	-266
+56	2	10046	99956	0.16816	300.16816	150.16816	15166.98498	0.16816	300.16818	150.16816	15166.98512	0.16816	300.16816	150.16816	15166.98416	2020-01-01	2020-01-02	2020-01-01 00:00:56	2020-01-02 03:45:56	2020-01-01 00:00:56.000	2020-01-02 03:45:56.000	56	99956	50006	5050606	56	99956	50006	5050606	-32513	32422	4585.009900990099	463086	-127	124	-2.712871287128713	-274
+560	2	10550	99461	1.68168	298.68168	150.18168	15018.16816	1.68168	298.68167	150.18168	15018.16815	1.68168	298.68168	150.18168	15018.16800	2020-01-01	2020-01-02	2020-01-01 00:09:20	2020-01-02 03:37:41	2020-01-01 00:09:20.000	2020-01-02 03:37:41.000	560	99461	50010.5	5001050	560	99461	50010.5	5001050	-32610	32528	4790.66	479066	-128	127	-4.22	-422
+561	2	10551	99462	1.68468	298.68468	150.18468	15018.46846	1.68468	298.6847	150.18468	15018.46826	1.68468	298.68468	150.18468	15018.46800	2020-01-01	2020-01-02	2020-01-01 00:09:21	2020-01-02 03:37:42	2020-01-01 00:09:21.000	2020-01-02 03:37:42.000	561	99462	50011.5	5001150	561	99462	50011.5	5001150	-32609	32529	4791.66	479166	-128	123	-5.78	-578
+562	2	10552	99463	1.68768	298.68768	150.18768	15018.76876	1.68768	298.68768	150.18768	15018.76856	1.68768	298.68768	150.18768	15018.76800	2020-01-01	2020-01-02	2020-01-01 00:09:22	2020-01-02 03:37:43	2020-01-01 00:09:22.000	2020-01-02 03:37:43.000	562	99463	50012.5	5001250	562	99463	50012.5	5001250	-32608	32530	4792.66	479266	-127	124	-4.78	-478
+563	2	10553	99464	1.69069	298.69069	150.19069	15019.06906	1.69069	298.6907	150.19069	15019.06915	1.69069	298.69069	150.19069	15019.06900	2020-01-01	2020-01-02	2020-01-01 00:09:23	2020-01-02 03:37:44	2020-01-01 00:09:23.000	2020-01-02 03:37:44.000	563	99464	50013.5	5001350	563	99464	50013.5	5001350	-32607	32531	4793.66	479366	-126	125	-3.78	-378
+564	2	10554	99465	1.69369	298.69369	150.19369	15019.36936	1.69369	298.6937	150.19369	15019.36948	1.69369	298.69369	150.19369	15019.36900	2020-01-01	2020-01-02	2020-01-01 00:09:24	2020-01-02 03:37:45	2020-01-01 00:09:24.000	2020-01-02 03:37:45.000	564	99465	50014.5	5001450	564	99465	50014.5	5001450	-32606	32532	4794.66	479466	-125	126	-2.78	-278
+565	2	10555	99466	1.69669	298.69669	150.19669	15019.66966	1.69669	298.6967	150.19669	15019.66962	1.69669	298.69669	150.19669	15019.66900	2020-01-01	2020-01-02	2020-01-01 00:09:25	2020-01-02 03:37:46	2020-01-01 00:09:25.000	2020-01-02 03:37:46.000	565	99466	50015.5	5001550	565	99466	50015.5	5001550	-32605	32533	4795.66	479566	-124	127	-1.78	-178
+566	2	10556	99467	1.69969	298.69969	150.19969	15019.96996	1.69969	298.6997	150.1997	15019.97037	1.69969	298.69969	150.19969	15019.96900	2020-01-01	2020-01-02	2020-01-01 00:09:26	2020-01-02 03:37:47	2020-01-01 00:09:26.000	2020-01-02 03:37:47.000	566	99467	50016.5	5001650	566	99467	50016.5	5001650	-32604	32534	4796.66	479666	-128	127	-3.34	-334
+567	2	10557	99468	1.7027	298.7027	150.2027	15020.27027	1.7027	298.7027	150.2027	15020.27003	1.70270	298.70270	150.20270	15020.27000	2020-01-01	2020-01-02	2020-01-01 00:09:27	2020-01-02 03:37:48	2020-01-01 00:09:27.000	2020-01-02 03:37:48.000	567	99468	50017.5	5001750	567	99468	50017.5	5001750	-32603	32535	4797.66	479766	-128	123	-4.9	-490
+568	2	10558	99469	1.7057	298.7057	150.2057	15020.57057	1.7057	298.70572	150.2057	15020.57066	1.70570	298.70570	150.20570	15020.57000	2020-01-01	2020-01-02	2020-01-01 00:09:28	2020-01-02 03:37:49	2020-01-01 00:09:28.000	2020-01-02 03:37:49.000	568	99469	50018.5	5001850	568	99469	50018.5	5001850	-32602	32536	4798.66	479866	-127	124	-3.9	-390
+569	2	10559	99470	1.7087	298.7087	150.2087	15020.87087	1.7087	298.7087	150.2087	15020.87095	1.70870	298.70870	150.20870	15020.87000	2020-01-01	2020-01-02	2020-01-01 00:09:29	2020-01-02 03:37:50	2020-01-01 00:09:29.000	2020-01-02 03:37:50.000	569	99470	50019.5	5001950	569	99470	50019.5	5001950	-32601	32537	4799.66	479966	-126	125	-2.9	-290
+57	2	10047	99957	0.17117	300.17117	150.17117	15167.28828	0.17117	300.17117	150.17117	15167.28841	0.17117	300.17117	150.17117	15167.28817	2020-01-01	2020-01-02	2020-01-01 00:00:57	2020-01-02 03:45:57	2020-01-01 00:00:57.000	2020-01-02 03:45:57.000	57	99957	50007	5050707	57	99957	50007	5050707	-32512	32423	4586.009900990099	463187	-126	125	-1.7128712871287128	-173
+570	2	10560	99471	1.71171	298.71171	150.21171	15021.17117	1.71171	298.7117	150.21171	15021.17109	1.71171	298.71171	150.21171	15021.17100	2020-01-01	2020-01-02	2020-01-01 00:09:30	2020-01-02 03:37:51	2020-01-01 00:09:30.000	2020-01-02 03:37:51.000	570	99471	50020.5	5002050	570	99471	50020.5	5002050	-32600	32538	4800.66	480066	-125	126	-1.9	-190
+571	2	10561	99472	1.71471	298.71471	150.21471	15021.47147	1.71471	298.71472	150.21471	15021.47184	1.71471	298.71471	150.21471	15021.47100	2020-01-01	2020-01-02	2020-01-01 00:09:31	2020-01-02 03:37:52	2020-01-01 00:09:31.000	2020-01-02 03:37:52.000	571	99472	50021.5	5002150	571	99472	50021.5	5002150	-32599	32539	4801.66	480166	-124	127	-0.9	-90
+572	2	10562	99473	1.71771	298.71771	150.21771	15021.77177	1.71771	298.7177	150.21771	15021.7715	1.71771	298.71771	150.21771	15021.77100	2020-01-01	2020-01-02	2020-01-01 00:09:32	2020-01-02 03:37:53	2020-01-01 00:09:32.000	2020-01-02 03:37:53.000	572	99473	50022.5	5002250	572	99473	50022.5	5002250	-32598	32540	4802.66	480266	-128	127	-2.46	-246
+573	2	10563	99474	1.72072	298.72072	150.22072	15022.07207	1.72072	298.72073	150.22072	15022.07212	1.72072	298.72072	150.22072	15022.07200	2020-01-01	2020-01-02	2020-01-01 00:09:33	2020-01-02 03:37:54	2020-01-01 00:09:33.000	2020-01-02 03:37:54.000	573	99474	50023.5	5002350	573	99474	50023.5	5002350	-32597	32541	4803.66	480366	-128	123	-4.02	-402
+574	2	10564	99475	1.72372	298.72372	150.22372	15022.37237	1.72372	298.72372	150.22372	15022.37243	1.72372	298.72372	150.22372	15022.37200	2020-01-01	2020-01-02	2020-01-01 00:09:34	2020-01-02 03:37:55	2020-01-01 00:09:34.000	2020-01-02 03:37:55.000	574	99475	50024.5	5002450	574	99475	50024.5	5002450	-32596	32542	4804.66	480466	-127	124	-3.02	-302
+575	2	10565	99476	1.72672	298.72672	150.22672	15022.67267	1.72672	298.7267	150.22672	15022.67272	1.72672	298.72672	150.22672	15022.67200	2020-01-01	2020-01-02	2020-01-01 00:09:35	2020-01-02 03:37:56	2020-01-01 00:09:35.000	2020-01-02 03:37:56.000	575	99476	50025.5	5002550	575	99476	50025.5	5002550	-32595	32543	4805.66	480566	-126	125	-2.02	-202
+576	2	10566	99477	1.72972	298.72972	150.22972	15022.97297	1.72972	298.72974	150.22973	15022.97332	1.72972	298.72972	150.22972	15022.97200	2020-01-01	2020-01-02	2020-01-01 00:09:36	2020-01-02 03:37:57	2020-01-01 00:09:36.000	2020-01-02 03:37:57.000	576	99477	50026.5	5002650	576	99477	50026.5	5002650	-32594	32544	4806.66	480666	-125	126	-1.02	-102
+577	2	10567	99478	1.73273	298.73273	150.23273	15023.27327	1.73273	298.73273	150.23272	15023.27297	1.73273	298.73273	150.23273	15023.27300	2020-01-01	2020-01-02	2020-01-01 00:09:37	2020-01-02 03:37:58	2020-01-01 00:09:37.000	2020-01-02 03:37:58.000	577	99478	50027.5	5002750	577	99478	50027.5	5002750	-32593	32545	4807.66	480766	-124	127	-0.02	-2
+578	2	10568	99479	1.73573	298.73573	150.23573	15023.57357	1.73573	298.73575	150.23573	15023.57359	1.73573	298.73573	150.23573	15023.57300	2020-01-01	2020-01-02	2020-01-01 00:09:38	2020-01-02 03:37:59	2020-01-01 00:09:38.000	2020-01-02 03:37:59.000	578	99479	50028.5	5002850	578	99479	50028.5	5002850	-32592	32546	4808.66	480866	-128	127	-1.58	-158
+579	2	10569	99480	1.73873	298.73873	150.23873	15023.87387	1.73873	298.73874	150.23873	15023.8739	1.73873	298.73873	150.23873	15023.87300	2020-01-01	2020-01-02	2020-01-01 00:09:39	2020-01-02 03:38:00	2020-01-01 00:09:39.000	2020-01-02 03:38:00.000	579	99480	50029.5	5002950	579	99480	50029.5	5002950	-32591	32547	4809.66	480966	-128	123	-3.14	-314
+58	2	10048	99958	0.17417	300.17417	150.17417	15167.59159	0.17417	300.17416	150.17417	15167.59159	0.17417	300.17417	150.17417	15167.59117	2020-01-01	2020-01-02	2020-01-01 00:00:58	2020-01-02 03:45:58	2020-01-01 00:00:58.000	2020-01-02 03:45:58.000	58	99958	50008	5050808	58	99958	50008	5050808	-32511	32424	4587.009900990099	463288	-125	126	-0.7128712871287128	-72
+580	2	10570	99481	1.74174	298.74174	150.24174	15024.17417	1.74174	298.74173	150.24174	15024.17419	1.74174	298.74174	150.24174	15024.17400	2020-01-01	2020-01-02	2020-01-01 00:09:40	2020-01-02 03:38:01	2020-01-01 00:09:40.000	2020-01-02 03:38:01.000	580	99481	50030.5	5003050	580	99481	50030.5	5003050	-32590	32548	4810.66	481066	-127	124	-2.14	-214
+581	2	10571	99482	1.74474	298.74474	150.24474	15024.47447	1.74474	298.74475	150.24474	15024.47478	1.74474	298.74474	150.24474	15024.47400	2020-01-01	2020-01-02	2020-01-01 00:09:41	2020-01-02 03:38:02	2020-01-01 00:09:41.000	2020-01-02 03:38:02.000	581	99482	50031.5	5003150	581	99482	50031.5	5003150	-32589	32549	4811.66	481166	-126	125	-1.14	-114
+582	2	10572	99483	1.74774	298.74774	150.24774	15024.77477	1.74774	298.74774	150.24774	15024.77447	1.74774	298.74774	150.24774	15024.77400	2020-01-01	2020-01-02	2020-01-01 00:09:42	2020-01-02 03:38:03	2020-01-01 00:09:42.000	2020-01-02 03:38:03.000	582	99483	50032.5	5003250	582	99483	50032.5	5003250	-32588	32550	4812.66	481266	-125	126	-0.14	-14
+583	2	10573	99484	1.75075	298.75075	150.25075	15025.07507	1.75075	298.75076	150.25075	15025.07507	1.75075	298.75075	150.25075	15025.07500	2020-01-01	2020-01-02	2020-01-01 00:09:43	2020-01-02 03:38:04	2020-01-01 00:09:43.000	2020-01-02 03:38:04.000	583	99484	50033.5	5003350	583	99484	50033.5	5003350	-32587	32551	4813.66	481366	-124	127	0.86	86
+584	2	10574	99485	1.75375	298.75375	150.25375	15025.37537	1.75375	298.75375	150.25375	15025.37536	1.75375	298.75375	150.25375	15025.37500	2020-01-01	2020-01-02	2020-01-01 00:09:44	2020-01-02 03:38:05	2020-01-01 00:09:44.000	2020-01-02 03:38:05.000	584	99485	50034.5	5003450	584	99485	50034.5	5003450	-32586	32552	4814.66	481466	-128	127	-0.7	-70
+585	2	10575	99486	1.75675	298.75675	150.25675	15025.67567	1.75675	298.75674	150.25675	15025.67566	1.75675	298.75675	150.25675	15025.67500	2020-01-01	2020-01-02	2020-01-01 00:09:45	2020-01-02 03:38:06	2020-01-01 00:09:45.000	2020-01-02 03:38:06.000	585	99486	50035.5	5003550	585	99486	50035.5	5003550	-32585	32553	4815.66	481566	-128	127	-2.26	-226
+586	2	10576	99487	1.75975	298.75975	150.25975	15025.97597	1.75975	298.75977	150.25976	15025.97625	1.75975	298.75975	150.25975	15025.97500	2020-01-01	2020-01-02	2020-01-01 00:09:46	2020-01-02 03:38:07	2020-01-01 00:09:46.000	2020-01-02 03:38:07.000	586	99487	50036.5	5003650	586	99487	50036.5	5003650	-32584	32554	4816.66	481666	-128	123	-3.82	-382
+587	2	10577	99488	1.76276	298.76276	150.26276	15026.27627	1.76276	298.76276	150.26275	15026.27594	1.76276	298.76276	150.26276	15026.27600	2020-01-01	2020-01-02	2020-01-01 00:09:47	2020-01-02 03:38:08	2020-01-01 00:09:47.000	2020-01-02 03:38:08.000	587	99488	50037.5	5003750	587	99488	50037.5	5003750	-32583	32555	4817.66	481766	-127	124	-2.82	-282
+588	2	10578	99489	1.76576	298.76576	150.26576	15026.57657	1.76576	298.76578	150.26576	15026.57654	1.76576	298.76576	150.26576	15026.57600	2020-01-01	2020-01-02	2020-01-01 00:09:48	2020-01-02 03:38:09	2020-01-01 00:09:48.000	2020-01-02 03:38:09.000	588	99489	50038.5	5003850	588	99489	50038.5	5003850	-32582	32556	4818.66	481866	-126	125	-1.82	-182
+589	2	10579	99490	1.76876	298.76876	150.26876	15026.87687	1.76876	298.76877	150.26876	15026.87683	1.76876	298.76876	150.26876	15026.87600	2020-01-01	2020-01-02	2020-01-01 00:09:49	2020-01-02 03:38:10	2020-01-01 00:09:49.000	2020-01-02 03:38:10.000	589	99490	50039.5	5003950	589	99490	50039.5	5003950	-32581	32557	4819.66	481966	-125	126	-0.82	-82
+59	2	10049	99959	0.17717	300.17717	150.17717	15167.89489	0.17717	300.1772	150.17717	15167.8947	0.17717	300.17717	150.17717	15167.89417	2020-01-01	2020-01-02	2020-01-01 00:00:59	2020-01-02 03:45:59	2020-01-01 00:00:59.000	2020-01-02 03:45:59.000	59	99959	50009	5050909	59	99959	50009	5050909	-32510	32425	4588.009900990099	463389	-124	127	0.2871287128712871	29
+590	2	10580	99491	1.77177	298.77177	150.27177	15027.17717	1.77177	298.77176	150.27177	15027.17713	1.77177	298.77177	150.27177	15027.17700	2020-01-01	2020-01-02	2020-01-01 00:09:50	2020-01-02 03:38:11	2020-01-01 00:09:50.000	2020-01-02 03:38:11.000	590	99491	50040.5	5004050	590	99491	50040.5	5004050	-32580	32558	4820.66	482066	-124	127	0.18	18
+591	2	10581	99492	1.77477	298.77477	150.27477	15027.47747	1.77477	298.77478	150.27477	15027.47775	1.77477	298.77477	150.27477	15027.47700	2020-01-01	2020-01-02	2020-01-01 00:09:51	2020-01-02 03:38:12	2020-01-01 00:09:51.000	2020-01-02 03:38:12.000	591	99492	50041.5	5004150	591	99492	50041.5	5004150	-32579	32559	4821.66	482166	-128	127	-1.38	-138
+592	2	10582	99493	1.77777	298.77777	150.27777	15027.77777	1.77777	298.77777	150.27777	15027.77742	1.77777	298.77777	150.27777	15027.77700	2020-01-01	2020-01-02	2020-01-01 00:09:52	2020-01-02 03:38:13	2020-01-01 00:09:52.000	2020-01-02 03:38:13.000	592	99493	50042.5	5004250	592	99493	50042.5	5004250	-32578	32560	4822.66	482266	-128	123	-2.94	-294
+593	2	10583	99494	1.78078	298.78078	150.28078	15028.07807	1.78078	298.7808	150.28078	15028.078	1.78078	298.78078	150.28078	15028.07800	2020-01-01	2020-01-02	2020-01-01 00:09:53	2020-01-02 03:38:14	2020-01-01 00:09:53.000	2020-01-02 03:38:14.000	593	99494	50043.5	5004350	593	99494	50043.5	5004350	-32577	32561	4823.66	482366	-127	124	-1.94	-194
+594	2	10584	99495	1.78378	298.78378	150.28378	15028.37837	1.78378	298.78378	150.28378	15028.3783	1.78378	298.78378	150.28378	15028.37800	2020-01-01	2020-01-02	2020-01-01 00:09:54	2020-01-02 03:38:15	2020-01-01 00:09:54.000	2020-01-02 03:38:15.000	594	99495	50044.5	5004450	594	99495	50044.5	5004450	-32576	32562	4824.66	482466	-126	125	-0.94	-94
+595	2	10585	99496	1.78678	298.78678	150.28678	15028.67867	1.78678	298.78677	150.28678	15028.6786	1.78678	298.78678	150.28678	15028.67800	2020-01-01	2020-01-02	2020-01-01 00:09:55	2020-01-02 03:38:16	2020-01-01 00:09:55.000	2020-01-02 03:38:16.000	595	99496	50045.5	5004550	595	99496	50045.5	5004550	-32575	32563	4825.66	482566	-125	126	0.06	6
+596	2	10586	99497	1.78978	298.78978	150.28978	15028.97897	1.78978	298.7898	150.28979	15028.97922	1.78978	298.78978	150.28978	15028.97800	2020-01-01	2020-01-02	2020-01-01 00:09:56	2020-01-02 03:38:17	2020-01-01 00:09:56.000	2020-01-02 03:38:17.000	596	99497	50046.5	5004650	596	99497	50046.5	5004650	-32574	32564	4826.66	482666	-124	127	1.06	106
+597	2	10587	99498	1.79279	298.79279	150.29279	15029.27927	1.79279	298.7928	150.29278	15029.27888	1.79279	298.79279	150.29279	15029.27900	2020-01-01	2020-01-02	2020-01-01 00:09:57	2020-01-02 03:38:18	2020-01-01 00:09:57.000	2020-01-02 03:38:18.000	597	99498	50047.5	5004750	597	99498	50047.5	5004750	-32573	32565	4827.66	482766	-128	127	-0.5	-50
+598	2	10588	99499	1.79579	298.79579	150.29579	15029.57957	1.79579	298.7958	150.29579	15029.57964	1.79579	298.79579	150.29579	15029.57900	2020-01-01	2020-01-02	2020-01-01 00:09:58	2020-01-02 03:38:19	2020-01-01 00:09:58.000	2020-01-02 03:38:19.000	598	99499	50048.5	5004850	598	99499	50048.5	5004850	-32572	32566	4828.66	482866	-128	123	-2.06	-206
+599	2	10589	99500	1.79879	298.79879	150.29879	15029.87987	1.79879	298.7988	150.29879	15029.87977	1.79879	298.79879	150.29879	15029.87900	2020-01-01	2020-01-02	2020-01-01 00:09:59	2020-01-02 03:38:20	2020-01-01 00:09:59.000	2020-01-02 03:38:20.000	599	99500	50049.5	5004950	599	99500	50049.5	5004950	-32571	32567	4829.66	482966	-127	124	-1.06	-106
+6	2	1005	9996	0.01801	300.01801	150.01801	15151.81981	0.01801	300.018	150.01801	15151.81978	0.01801	300.01801	150.01801	15151.81901	2020-01-01	2020-01-02	2020-01-01 00:00:06	2020-01-02 03:45:06	2020-01-01 00:00:06.000	2020-01-02 03:45:06.000	6	99906	49956	5045556	6	99906	49956	5045556	-32563	32372	4535.009900990099	458036	-127	124	-2.01980198019802	-204
+60	2	10050	99960	0.18018	300.18018	150.18018	15168.19819	0.18018	300.18018	150.18017	15168.198	0.18018	300.18018	150.18018	15168.19818	2020-01-01	2020-01-02	2020-01-01 00:01:00	2020-01-02 03:46:00	2020-01-01 00:01:00.000	2020-01-02 03:46:00.000	60	99960	50010	5051010	60	99960	50010	5051010	-32509	32426	4589.009900990099	463490	-128	127	-1.2475247524752475	-126
+600	2	10590	99501	1.8018	298.8018	150.3018	15030.18018	1.8018	298.8018	150.3018	15030.1801	1.80180	298.80180	150.30180	15030.18000	2020-01-01	2020-01-02	2020-01-01 00:10:00	2020-01-02 03:38:21	2020-01-01 00:10:00.000	2020-01-02 03:38:21.000	600	99501	50050.5	5005050	600	99501	50050.5	5005050	-32570	32568	4830.66	483066	-126	125	-0.06	-6
+601	2	10591	99502	1.8048	298.8048	150.3048	15030.48048	1.8048	298.8048	150.3048	15030.4807	1.80480	298.80480	150.30480	15030.48000	2020-01-01	2020-01-02	2020-01-01 00:10:01	2020-01-02 03:38:22	2020-01-01 00:10:01.000	2020-01-02 03:38:22.000	601	99502	50051.5	5005150	601	99502	50051.5	5005150	-32569	32569	4831.66	483166	-125	126	0.94	94
+602	2	10592	99503	1.8078	298.8078	150.3078	15030.78078	1.8078	298.8078	150.3078	15030.78035	1.80780	298.80780	150.30780	15030.78000	2020-01-01	2020-01-02	2020-01-01 00:10:02	2020-01-02 03:38:23	2020-01-01 00:10:02.000	2020-01-02 03:38:23.000	602	99503	50052.5	5005250	602	99503	50052.5	5005250	-32568	32570	4832.66	483266	-124	127	1.94	194
+603	2	10593	99504	1.81081	298.81081	150.31081	15031.08108	1.81081	298.81082	150.31081	15031.0811	1.81081	298.81081	150.31081	15031.08100	2020-01-01	2020-01-02	2020-01-01 00:10:03	2020-01-02 03:38:24	2020-01-01 00:10:03.000	2020-01-02 03:38:24.000	603	99504	50053.5	5005350	603	99504	50053.5	5005350	-32567	32571	4833.66	483366	-128	127	0.38	38
+604	2	10594	99505	1.81381	298.81381	150.31381	15031.38138	1.81381	298.8138	150.31381	15031.38124	1.81381	298.81381	150.31381	15031.38100	2020-01-01	2020-01-02	2020-01-01 00:10:04	2020-01-02 03:38:25	2020-01-01 00:10:04.000	2020-01-02 03:38:25.000	604	99505	50054.5	5005450	604	99505	50054.5	5005450	-32566	32572	4834.66	483466	-128	123	-1.18	-118
+605	2	10595	99506	1.81681	298.81681	150.31681	15031.68168	1.81681	298.8168	150.31681	15031.68157	1.81681	298.81681	150.31681	15031.68100	2020-01-01	2020-01-02	2020-01-01 00:10:05	2020-01-02 03:38:26	2020-01-01 00:10:05.000	2020-01-02 03:38:26.000	605	99506	50055.5	5005550	605	99506	50055.5	5005550	-32565	32573	4835.66	483566	-127	124	-0.18	-18
+606	2	10596	99507	1.81981	298.81981	150.31981	15031.98198	1.81981	298.81982	150.31982	15031.98217	1.81981	298.81981	150.31981	15031.98100	2020-01-01	2020-01-02	2020-01-01 00:10:06	2020-01-02 03:38:27	2020-01-01 00:10:06.000	2020-01-02 03:38:27.000	606	99507	50056.5	5005650	606	99507	50056.5	5005650	-32564	32574	4836.66	483666	-126	125	0.82	82
+607	2	10597	99508	1.82282	298.82282	150.32282	15032.28228	1.82282	298.8228	150.32282	15032.28246	1.82282	298.82282	150.32282	15032.28200	2020-01-01	2020-01-02	2020-01-01 00:10:07	2020-01-02 03:38:28	2020-01-01 00:10:07.000	2020-01-02 03:38:28.000	607	99508	50057.5	5005750	607	99508	50057.5	5005750	-32563	32575	4837.66	483766	-125	126	1.82	182
+608	2	10598	99509	1.82582	298.82582	150.32582	15032.58258	1.82582	298.82584	150.32582	15032.58258	1.82582	298.82582	150.32582	15032.58200	2020-01-01	2020-01-02	2020-01-01 00:10:08	2020-01-02 03:38:29	2020-01-01 00:10:08.000	2020-01-02 03:38:29.000	608	99509	50058.5	5005850	608	99509	50058.5	5005850	-32562	32576	4838.66	483866	-124	127	2.82	282
+609	2	10599	99510	1.82882	298.82882	150.32882	15032.88288	1.82882	298.82883	150.32882	15032.88274	1.82882	298.82882	150.32882	15032.88200	2020-01-01	2020-01-02	2020-01-01 00:10:09	2020-01-02 03:38:30	2020-01-01 00:10:09.000	2020-01-02 03:38:30.000	609	99510	50059.5	5005950	609	99510	50059.5	5005950	-32561	32577	4839.66	483966	-128	127	1.26	126
+61	2	10051	99961	0.18318	300.18318	150.18318	15168.5015	0.18318	300.1832	150.18318	15168.5016	0.18318	300.18318	150.18318	15168.50118	2020-01-01	2020-01-02	2020-01-01 00:01:01	2020-01-02 03:46:01	2020-01-01 00:01:01.000	2020-01-02 03:46:01.000	61	99961	50011	5051111	61	99961	50011	5051111	-32508	32427	4590.009900990099	463591	-128	123	-2.782178217821782	-281
+610	2	10600	99511	1.83183	298.83183	150.33183	15033.18318	1.83183	298.83182	150.33183	15033.18304	1.83183	298.83183	150.33183	15033.18300	2020-01-01	2020-01-02	2020-01-01 00:10:10	2020-01-02 03:38:31	2020-01-01 00:10:10.000	2020-01-02 03:38:31.000	610	99511	50060.5	5006050	610	99511	50060.5	5006050	-32560	32578	4840.66	484066	-128	127	-0.3	-30
+611	2	10601	99512	1.83483	298.83483	150.33483	15033.48348	1.83483	298.83484	150.33483	15033.48363	1.83483	298.83483	150.33483	15033.48300	2020-01-01	2020-01-02	2020-01-01 00:10:11	2020-01-02 03:38:32	2020-01-01 00:10:11.000	2020-01-02 03:38:32.000	611	99512	50061.5	5006150	611	99512	50061.5	5006150	-32559	32579	4841.66	484166	-128	123	-1.86	-186
+612	2	10602	99513	1.83783	298.83783	150.33783	15033.78378	1.83783	298.83783	150.33783	15033.78393	1.83783	298.83783	150.33783	15033.78300	2020-01-01	2020-01-02	2020-01-01 00:10:12	2020-01-02 03:38:33	2020-01-01 00:10:12.000	2020-01-02 03:38:33.000	612	99513	50062.5	5006250	612	99513	50062.5	5006250	-32558	32580	4842.66	484266	-127	124	-0.86	-86
+613	2	10603	99514	1.84084	298.84084	150.34084	15034.08408	1.84084	298.84085	150.34084	15034.08405	1.84084	298.84084	150.34084	15034.08400	2020-01-01	2020-01-02	2020-01-01 00:10:13	2020-01-02 03:38:34	2020-01-01 00:10:13.000	2020-01-02 03:38:34.000	613	99514	50063.5	5006350	613	99514	50063.5	5006350	-32557	32581	4843.66	484366	-126	125	0.14	14
+614	2	10604	99515	1.84384	298.84384	150.34384	15034.38438	1.84384	298.84384	150.34384	15034.38421	1.84384	298.84384	150.34384	15034.38400	2020-01-01	2020-01-02	2020-01-01 00:10:14	2020-01-02 03:38:35	2020-01-01 00:10:14.000	2020-01-02 03:38:35.000	614	99515	50064.5	5006450	614	99515	50064.5	5006450	-32556	32582	4844.66	484466	-125	126	1.14	114
+615	2	10605	99516	1.84684	298.84684	150.34684	15034.68468	1.84684	298.84683	150.34684	15034.68452	1.84684	298.84684	150.34684	15034.68400	2020-01-01	2020-01-02	2020-01-01 00:10:15	2020-01-02 03:38:36	2020-01-01 00:10:15.000	2020-01-02 03:38:36.000	615	99516	50065.5	5006550	615	99516	50065.5	5006550	-32555	32583	4845.66	484566	-124	127	2.14	214
+616	2	10606	99517	1.84984	298.84984	150.34984	15034.98498	1.84984	298.84985	150.34985	15034.98527	1.84984	298.84984	150.34984	15034.98400	2020-01-01	2020-01-02	2020-01-01 00:10:16	2020-01-02 03:38:37	2020-01-01 00:10:16.000	2020-01-02 03:38:37.000	616	99517	50066.5	5006650	616	99517	50066.5	5006650	-32554	32584	4846.66	484666	-128	127	0.58	58
+617	2	10607	99518	1.85285	298.85285	150.35285	15035.28528	1.85285	298.85284	150.35285	15035.2854	1.85285	298.85285	150.35285	15035.28500	2020-01-01	2020-01-02	2020-01-01 00:10:17	2020-01-02 03:38:38	2020-01-01 00:10:17.000	2020-01-02 03:38:38.000	617	99518	50067.5	5006750	617	99518	50067.5	5006750	-32553	32585	4847.66	484766	-128	123	-0.98	-98
+618	2	10608	99519	1.85585	298.85585	150.35585	15035.58558	1.85585	298.85587	150.35585	15035.58551	1.85585	298.85585	150.35585	15035.58500	2020-01-01	2020-01-02	2020-01-01 00:10:18	2020-01-02 03:38:39	2020-01-01 00:10:18.000	2020-01-02 03:38:39.000	618	99519	50068.5	5006850	618	99519	50068.5	5006850	-32552	32586	4848.66	484866	-127	124	0.02	2
+619	2	10609	99520	1.85885	298.85885	150.35885	15035.88588	1.85885	298.85886	150.35885	15035.88568	1.85885	298.85885	150.35885	15035.88500	2020-01-01	2020-01-02	2020-01-01 00:10:19	2020-01-02 03:38:40	2020-01-01 00:10:19.000	2020-01-02 03:38:40.000	619	99520	50069.5	5006950	619	99520	50069.5	5006950	-32551	32587	4849.66	484966	-126	125	1.02	102
+62	2	10052	99962	0.18618	300.18618	150.18618	15168.8048	0.18618	300.1862	150.18618	15168.80494	0.18618	300.18618	150.18618	15168.80418	2020-01-01	2020-01-02	2020-01-01 00:01:02	2020-01-02 03:46:02	2020-01-01 00:01:02.000	2020-01-02 03:46:02.000	62	99962	50012	5051212	62	99962	50012	5051212	-32507	32428	4591.009900990099	463692	-127	124	-1.7821782178217822	-180
+620	2	10610	99521	1.86186	298.86186	150.36186	15036.18618	1.86186	298.86185	150.36185	15036.18598	1.86186	298.86186	150.36186	15036.18600	2020-01-01	2020-01-02	2020-01-01 00:10:20	2020-01-02 03:38:41	2020-01-01 00:10:20.000	2020-01-02 03:38:41.000	620	99521	50070.5	5007050	620	99521	50070.5	5007050	-32550	32588	4850.66	485066	-125	126	2.02	202
+621	2	10611	99522	1.86486	298.86486	150.36486	15036.48648	1.86486	298.86487	150.36486	15036.48673	1.86486	298.86486	150.36486	15036.48600	2020-01-01	2020-01-02	2020-01-01 00:10:21	2020-01-02 03:38:42	2020-01-01 00:10:21.000	2020-01-02 03:38:42.000	621	99522	50071.5	5007150	621	99522	50071.5	5007150	-32549	32589	4851.66	485166	-124	127	3.02	302
+622	2	10612	99523	1.86786	298.86786	150.36786	15036.78678	1.86786	298.86786	150.36786	15036.78687	1.86786	298.86786	150.36786	15036.78600	2020-01-01	2020-01-02	2020-01-01 00:10:22	2020-01-02 03:38:43	2020-01-01 00:10:22.000	2020-01-02 03:38:43.000	622	99523	50072.5	5007250	622	99523	50072.5	5007250	-32548	32590	4852.66	485266	-128	127	1.46	146
+623	2	10613	99524	1.87087	298.87087	150.37087	15037.08708	1.87087	298.87088	150.37087	15037.08702	1.87087	298.87087	150.37087	15037.08700	2020-01-01	2020-01-02	2020-01-01 00:10:23	2020-01-02 03:38:44	2020-01-01 00:10:23.000	2020-01-02 03:38:44.000	623	99524	50073.5	5007350	623	99524	50073.5	5007350	-32547	32591	4853.66	485366	-128	123	-0.1	-10
+624	2	10614	99525	1.87387	298.87387	150.37387	15037.38738	1.87387	298.87387	150.37387	15037.38716	1.87387	298.87387	150.37387	15037.38700	2020-01-01	2020-01-02	2020-01-01 00:10:24	2020-01-02 03:38:45	2020-01-01 00:10:24.000	2020-01-02 03:38:45.000	624	99525	50074.5	5007450	624	99525	50074.5	5007450	-32546	32592	4854.66	485466	-127	124	0.9	90
+625	2	10615	99526	1.87687	298.87687	150.37687	15037.68768	1.87687	298.8769	150.37687	15037.68791	1.87687	298.87687	150.37687	15037.68700	2020-01-01	2020-01-02	2020-01-01 00:10:25	2020-01-02 03:38:46	2020-01-01 00:10:25.000	2020-01-02 03:38:46.000	625	99526	50075.5	5007550	625	99526	50075.5	5007550	-32545	32593	4855.66	485566	-126	125	1.9	190
+626	2	10616	99527	1.87987	298.87987	150.37987	15037.98798	1.87987	298.87988	150.37988	15037.9882	1.87987	298.87987	150.37987	15037.98700	2020-01-01	2020-01-02	2020-01-01 00:10:26	2020-01-02 03:38:47	2020-01-01 00:10:26.000	2020-01-02 03:38:47.000	626	99527	50076.5	5007650	626	99527	50076.5	5007650	-32544	32594	4856.66	485666	-125	126	2.9	290
+627	2	10617	99528	1.88288	298.88288	150.38288	15038.28828	1.88288	298.88287	150.38288	15038.28834	1.88288	298.88288	150.38288	15038.28800	2020-01-01	2020-01-02	2020-01-01 00:10:27	2020-01-02 03:38:48	2020-01-01 00:10:27.000	2020-01-02 03:38:48.000	627	99528	50077.5	5007750	627	99528	50077.5	5007750	-32543	32595	4857.66	485766	-124	127	3.9	390
+628	2	10618	99529	1.88588	298.88588	150.38588	15038.58858	1.88588	298.8859	150.38588	15038.58849	1.88588	298.88588	150.38588	15038.58800	2020-01-01	2020-01-02	2020-01-01 00:10:28	2020-01-02 03:38:49	2020-01-01 00:10:28.000	2020-01-02 03:38:49.000	628	99529	50078.5	5007850	628	99529	50078.5	5007850	-32542	32596	4858.66	485866	-128	127	2.34	234
+629	2	10619	99530	1.88888	298.88888	150.38888	15038.88888	1.88888	298.8889	150.38888	15038.88862	1.88888	298.88888	150.38888	15038.88800	2020-01-01	2020-01-02	2020-01-01 00:10:29	2020-01-02 03:38:50	2020-01-01 00:10:29.000	2020-01-02 03:38:50.000	629	99530	50079.5	5007950	629	99530	50079.5	5007950	-32541	32597	4859.66	485966	-128	123	0.78	78
+63	2	10053	99963	0.18918	300.18918	150.18918	15169.1081	0.18918	300.18918	150.18918	15169.10808	0.18918	300.18918	150.18918	15169.10718	2020-01-01	2020-01-02	2020-01-01 00:01:03	2020-01-02 03:46:03	2020-01-01 00:01:03.000	2020-01-02 03:46:03.000	63	99963	50013	5051313	63	99963	50013	5051313	-32506	32429	4592.009900990099	463793	-126	125	-0.7821782178217822	-79
+630	2	10620	99531	1.89189	298.89189	150.39189	15039.18918	1.89189	298.8919	150.39189	15039.18937	1.89189	298.89189	150.39189	15039.18900	2020-01-01	2020-01-02	2020-01-01 00:10:30	2020-01-02 03:38:51	2020-01-01 00:10:30.000	2020-01-02 03:38:51.000	630	99531	50080.5	5008050	630	99531	50080.5	5008050	-32540	32598	4860.66	486066	-127	124	1.78	178
+631	2	10621	99532	1.89489	298.89489	150.39489	15039.48948	1.89489	298.8949	150.39489	15039.48968	1.89489	298.89489	150.39489	15039.48900	2020-01-01	2020-01-02	2020-01-01 00:10:31	2020-01-02 03:38:52	2020-01-01 00:10:31.000	2020-01-02 03:38:52.000	631	99532	50081.5	5008150	631	99532	50081.5	5008150	-32539	32599	4861.66	486166	-126	125	2.78	278
+632	2	10622	99533	1.89789	298.89789	150.39789	15039.78978	1.89789	298.8979	150.39789	15039.78984	1.89789	298.89789	150.39789	15039.78900	2020-01-01	2020-01-02	2020-01-01 00:10:32	2020-01-02 03:38:53	2020-01-01 00:10:32.000	2020-01-02 03:38:53.000	632	99533	50082.5	5008250	632	99533	50082.5	5008250	-32538	32600	4862.66	486266	-125	126	3.78	378
+633	2	10623	99534	1.9009	298.9009	150.4009	15040.09009	1.9009	298.9009	150.40089	15040.08996	1.90090	298.90090	150.40090	15040.09000	2020-01-01	2020-01-02	2020-01-01 00:10:33	2020-01-02 03:38:54	2020-01-01 00:10:33.000	2020-01-02 03:38:54.000	633	99534	50083.5	5008350	633	99534	50083.5	5008350	-32537	32601	4863.66	486366	-124	127	4.78	478
+634	2	10624	99535	1.9039	298.9039	150.4039	15040.39039	1.9039	298.9039	150.4039	15040.39009	1.90390	298.90390	150.40390	15040.39000	2020-01-01	2020-01-02	2020-01-01 00:10:34	2020-01-02 03:38:55	2020-01-01 00:10:34.000	2020-01-02 03:38:55.000	634	99535	50084.5	5008450	634	99535	50084.5	5008450	-32536	32602	4864.66	486466	-128	127	3.22	322
+635	2	10625	99536	1.9069	298.9069	150.4069	15040.69069	1.9069	298.90692	150.4069	15040.69084	1.90690	298.90690	150.40690	15040.69000	2020-01-01	2020-01-02	2020-01-01 00:10:35	2020-01-02 03:38:56	2020-01-01 00:10:35.000	2020-01-02 03:38:56.000	635	99536	50085.5	5008550	635	99536	50085.5	5008550	-32535	32603	4865.66	486566	-128	127	1.66	166
+636	2	10626	99537	1.9099	298.9099	150.4099	15040.99099	1.90991	298.9099	150.40991	15040.99115	1.90990	298.90990	150.40990	15040.99000	2020-01-01	2020-01-02	2020-01-01 00:10:36	2020-01-02 03:38:57	2020-01-01 00:10:36.000	2020-01-02 03:38:57.000	636	99537	50086.5	5008650	636	99537	50086.5	5008650	-32534	32604	4866.66	486666	-128	124	0.1	10
+637	2	10627	99538	1.91291	298.91291	150.41291	15041.29129	1.91291	298.9129	150.41291	15041.29131	1.91291	298.91291	150.41291	15041.29100	2020-01-01	2020-01-02	2020-01-01 00:10:37	2020-01-02 03:38:58	2020-01-01 00:10:37.000	2020-01-02 03:38:58.000	637	99538	50087.5	5008750	637	99538	50087.5	5008750	-32533	32605	4867.66	486766	-127	125	1.1	110
+638	2	10628	99539	1.91591	298.91591	150.41591	15041.59159	1.91591	298.91592	150.41591	15041.59143	1.91591	298.91591	150.41591	15041.59100	2020-01-01	2020-01-02	2020-01-01 00:10:38	2020-01-02 03:38:59	2020-01-01 00:10:38.000	2020-01-02 03:38:59.000	638	99539	50088.5	5008850	638	99539	50088.5	5008850	-32532	32606	4868.66	486866	-126	126	2.1	210
+639	2	10629	99540	1.91891	298.91891	150.41891	15041.89189	1.91891	298.9189	150.41891	15041.89172	1.91891	298.91891	150.41891	15041.89100	2020-01-01	2020-01-02	2020-01-01 00:10:39	2020-01-02 03:39:00	2020-01-01 00:10:39.000	2020-01-02 03:39:00.000	639	99540	50089.5	5008950	639	99540	50089.5	5008950	-32531	32607	4869.66	486966	-125	127	3.1	310
+64	2	10054	99964	0.19219	300.19219	150.19219	15169.41141	0.19219	300.1922	150.19219	15169.41184	0.19219	300.19219	150.19219	15169.41119	2020-01-01	2020-01-02	2020-01-01 00:01:04	2020-01-02 03:46:04	2020-01-01 00:01:04.000	2020-01-02 03:46:04.000	64	99964	50014	5051414	64	99964	50014	5051414	-32505	32430	4593.009900990099	463894	-125	126	0.21782178217821782	22
+640	2	10630	99541	1.92192	298.92192	150.42192	15042.19219	1.92192	298.92194	150.42192	15042.19232	1.92192	298.92192	150.42192	15042.19200	2020-01-01	2020-01-02	2020-01-01 00:10:40	2020-01-02 03:39:01	2020-01-01 00:10:40.000	2020-01-02 03:39:01.000	640	99541	50090.5	5009050	640	99541	50090.5	5009050	-32530	32608	4870.66	487066	-128	127	1.54	154
+641	2	10631	99542	1.92492	298.92492	150.42492	15042.49249	1.92492	298.92493	150.42492	15042.49265	1.92492	298.92492	150.42492	15042.49200	2020-01-01	2020-01-02	2020-01-01 00:10:41	2020-01-02 03:39:02	2020-01-01 00:10:41.000	2020-01-02 03:39:02.000	641	99542	50091.5	5009150	641	99542	50091.5	5009150	-32529	32609	4871.66	487166	-128	127	-0.02	-2
+642	2	10632	99543	1.92792	298.92792	150.42792	15042.79279	1.92792	298.92792	150.42792	15042.79278	1.92792	298.92792	150.42792	15042.79200	2020-01-01	2020-01-02	2020-01-01 00:10:42	2020-01-02 03:39:03	2020-01-01 00:10:42.000	2020-01-02 03:39:03.000	642	99543	50092.5	5009250	642	99543	50092.5	5009250	-32528	32610	4872.66	487266	-128	123	-1.58	-158
+643	2	10633	99544	1.93093	298.93093	150.43093	15043.09309	1.93093	298.93094	150.43092	15043.0929	1.93093	298.93093	150.43093	15043.09300	2020-01-01	2020-01-02	2020-01-01 00:10:43	2020-01-02 03:39:04	2020-01-01 00:10:43.000	2020-01-02 03:39:04.000	643	99544	50093.5	5009350	643	99544	50093.5	5009350	-32527	32611	4873.66	487366	-127	124	-0.58	-58
+644	2	10634	99545	1.93393	298.93393	150.43393	15043.39339	1.93393	298.93393	150.43393	15043.39319	1.93393	298.93393	150.43393	15043.39300	2020-01-01	2020-01-02	2020-01-01 00:10:44	2020-01-02 03:39:05	2020-01-01 00:10:44.000	2020-01-02 03:39:05.000	644	99545	50094.5	5009450	644	99545	50094.5	5009450	-32526	32612	4874.66	487466	-126	125	0.42	42
+645	2	10635	99546	1.93693	298.93693	150.43693	15043.69369	1.93693	298.93695	150.43693	15043.69379	1.93693	298.93693	150.43693	15043.69300	2020-01-01	2020-01-02	2020-01-01 00:10:45	2020-01-02 03:39:06	2020-01-01 00:10:45.000	2020-01-02 03:39:06.000	645	99546	50095.5	5009550	645	99546	50095.5	5009550	-32525	32613	4875.66	487566	-125	126	1.42	142
+646	2	10636	99547	1.93993	298.93993	150.43993	15043.99399	1.93994	298.93994	150.43994	15043.99412	1.93993	298.93993	150.43993	15043.99300	2020-01-01	2020-01-02	2020-01-01 00:10:46	2020-01-02 03:39:07	2020-01-01 00:10:46.000	2020-01-02 03:39:07.000	646	99547	50096.5	5009650	646	99547	50096.5	5009650	-32524	32614	4876.66	487666	-124	127	2.42	242
+647	2	10637	99548	1.94294	298.94294	150.44294	15044.29429	1.94294	298.94293	150.44294	15044.29425	1.94294	298.94294	150.44294	15044.29400	2020-01-01	2020-01-02	2020-01-01 00:10:47	2020-01-02 03:39:08	2020-01-01 00:10:47.000	2020-01-02 03:39:08.000	647	99548	50097.5	5009750	647	99548	50097.5	5009750	-32523	32615	4877.66	487766	-128	127	0.86	86
+648	2	10638	99549	1.94594	298.94594	150.44594	15044.59459	1.94594	298.94595	150.44595	15044.595	1.94594	298.94594	150.44594	15044.59400	2020-01-01	2020-01-02	2020-01-01 00:10:48	2020-01-02 03:39:09	2020-01-01 00:10:48.000	2020-01-02 03:39:09.000	648	99549	50098.5	5009850	648	99549	50098.5	5009850	-32522	32616	4878.66	487866	-128	123	-0.7	-70
+649	2	10639	99550	1.94894	298.94894	150.44894	15044.89489	1.94894	298.94894	150.44894	15044.89467	1.94894	298.94894	150.44894	15044.89400	2020-01-01	2020-01-02	2020-01-01 00:10:49	2020-01-02 03:39:10	2020-01-01 00:10:49.000	2020-01-02 03:39:10.000	649	99550	50099.5	5009950	649	99550	50099.5	5009950	-32521	32617	4879.66	487966	-127	124	0.3	30
+65	2	10055	99965	0.19519	300.19519	150.19519	15169.71471	0.19519	300.1952	150.19519	15169.71448	0.19519	300.19519	150.19519	15169.71419	2020-01-01	2020-01-02	2020-01-01 00:01:05	2020-01-02 03:46:05	2020-01-01 00:01:05.000	2020-01-02 03:46:05.000	65	99965	50015	5051515	65	99965	50015	5051515	-32504	32431	4594.009900990099	463995	-124	127	1.2178217821782178	123
+650	2	10640	99551	1.95195	298.95195	150.45195	15045.19519	1.95195	298.95197	150.45195	15045.19525	1.95195	298.95195	150.45195	15045.19500	2020-01-01	2020-01-02	2020-01-01 00:10:50	2020-01-02 03:39:11	2020-01-01 00:10:50.000	2020-01-02 03:39:11.000	650	99551	50100.5	5010050	650	99551	50100.5	5010050	-32520	32618	4880.66	488066	-126	125	1.3	130
+651	2	10641	99552	1.95495	298.95495	150.45495	15045.49549	1.95495	298.95496	150.45495	15045.49558	1.95495	298.95495	150.45495	15045.49500	2020-01-01	2020-01-02	2020-01-01 00:10:51	2020-01-02 03:39:12	2020-01-01 00:10:51.000	2020-01-02 03:39:12.000	651	99552	50101.5	5010150	651	99552	50101.5	5010150	-32519	32619	4881.66	488166	-125	126	2.3	230
+652	2	10642	99553	1.95795	298.95795	150.45795	15045.79579	1.95795	298.95795	150.45795	15045.79572	1.95795	298.95795	150.45795	15045.79500	2020-01-01	2020-01-02	2020-01-01 00:10:52	2020-01-02 03:39:13	2020-01-01 00:10:52.000	2020-01-02 03:39:13.000	652	99553	50102.5	5010250	652	99553	50102.5	5010250	-32518	32620	4882.66	488266	-124	127	3.3	330
+653	2	10643	99554	1.96096	298.96096	150.46096	15046.09609	1.96096	298.96097	150.46096	15046.09647	1.96096	298.96096	150.46096	15046.09600	2020-01-01	2020-01-02	2020-01-01 00:10:53	2020-01-02 03:39:14	2020-01-01 00:10:53.000	2020-01-02 03:39:14.000	653	99554	50103.5	5010350	653	99554	50103.5	5010350	-32517	32621	4883.66	488366	-128	127	1.74	174
+654	2	10644	99555	1.96396	298.96396	150.46396	15046.39639	1.96396	298.96396	150.46396	15046.39613	1.96396	298.96396	150.46396	15046.39600	2020-01-01	2020-01-02	2020-01-01 00:10:54	2020-01-02 03:39:15	2020-01-01 00:10:54.000	2020-01-02 03:39:15.000	654	99555	50104.5	5010450	654	99555	50104.5	5010450	-32516	32622	4884.66	488466	-128	123	0.18	18
+655	2	10645	99556	1.96696	298.96696	150.46696	15046.69669	1.96696	298.96698	150.46696	15046.69676	1.96696	298.96696	150.46696	15046.69600	2020-01-01	2020-01-02	2020-01-01 00:10:55	2020-01-02 03:39:16	2020-01-01 00:10:55.000	2020-01-02 03:39:16.000	655	99556	50105.5	5010550	655	99556	50105.5	5010550	-32515	32623	4885.66	488566	-127	124	1.18	118
+656	2	10646	99557	1.96996	298.96996	150.46996	15046.99699	1.96997	298.96997	150.46997	15046.99706	1.96996	298.96996	150.46996	15046.99600	2020-01-01	2020-01-02	2020-01-01 00:10:56	2020-01-02 03:39:17	2020-01-01 00:10:56.000	2020-01-02 03:39:17.000	656	99557	50106.5	5010650	656	99557	50106.5	5010650	-32514	32624	4886.66	488666	-126	125	2.18	218
+657	2	10647	99558	1.97297	298.97297	150.47297	15047.29729	1.97297	298.97296	150.47297	15047.29735	1.97297	298.97297	150.47297	15047.29700	2020-01-01	2020-01-02	2020-01-01 00:10:57	2020-01-02 03:39:18	2020-01-01 00:10:57.000	2020-01-02 03:39:18.000	657	99558	50107.5	5010750	657	99558	50107.5	5010750	-32513	32625	4887.66	488766	-125	126	3.18	318
+658	2	10648	99559	1.97597	298.97597	150.47597	15047.59759	1.97597	298.97598	150.47597	15047.59794	1.97597	298.97597	150.47597	15047.59700	2020-01-01	2020-01-02	2020-01-01 00:10:58	2020-01-02 03:39:19	2020-01-01 00:10:58.000	2020-01-02 03:39:19.000	658	99559	50108.5	5010850	658	99559	50108.5	5010850	-32512	32626	4888.66	488866	-124	127	4.18	418
+659	2	10649	99560	1.97897	298.97897	150.47897	15047.89789	1.97897	298.97897	150.47897	15047.8976	1.97897	298.97897	150.47897	15047.89700	2020-01-01	2020-01-02	2020-01-01 00:10:59	2020-01-02 03:39:20	2020-01-01 00:10:59.000	2020-01-02 03:39:20.000	659	99560	50109.5	5010950	659	99560	50109.5	5010950	-32511	32627	4889.66	488966	-128	127	2.62	262
+66	2	10056	99966	0.19819	300.19819	150.19819	15170.01801	0.19819	300.1982	150.19819	15170.01808	0.19819	300.19819	150.19819	15170.01719	2020-01-01	2020-01-02	2020-01-01 00:01:06	2020-01-02 03:46:06	2020-01-01 00:01:06.000	2020-01-02 03:46:06.000	66	99966	50016	5051616	66	99966	50016	5051616	-32503	32432	4595.009900990099	464096	-128	127	-0.31683168316831684	-32
+660	2	10650	99561	1.98198	298.98198	150.48198	15048.19819	1.98198	298.982	150.48198	15048.19822	1.98198	298.98198	150.48198	15048.19800	2020-01-01	2020-01-02	2020-01-01 00:11:00	2020-01-02 03:39:21	2020-01-01 00:11:00.000	2020-01-02 03:39:21.000	660	99561	50110.5	5011050	660	99561	50110.5	5011050	-32510	32628	4890.66	489066	-128	127	1.06	106
+661	2	10651	99562	1.98498	298.98498	150.48498	15048.49849	1.98498	298.985	150.48498	15048.49853	1.98498	298.98498	150.48498	15048.49800	2020-01-01	2020-01-02	2020-01-01 00:11:01	2020-01-02 03:39:22	2020-01-01 00:11:01.000	2020-01-02 03:39:22.000	661	99562	50111.5	5011150	661	99562	50111.5	5011150	-32509	32629	4891.66	489166	-128	124	-0.5	-50
+662	2	10652	99563	1.98798	298.98798	150.48798	15048.79879	1.98798	298.98798	150.48798	15048.79882	1.98798	298.98798	150.48798	15048.79800	2020-01-01	2020-01-02	2020-01-01 00:11:02	2020-01-02 03:39:23	2020-01-01 00:11:02.000	2020-01-02 03:39:23.000	662	99563	50112.5	5011250	662	99563	50112.5	5011250	-32508	32630	4892.66	489266	-127	125	0.5	50
+663	2	10653	99564	1.99099	298.99099	150.49099	15049.09909	1.99099	298.991	150.49099	15049.09942	1.99099	298.99099	150.49099	15049.09900	2020-01-01	2020-01-02	2020-01-01 00:11:03	2020-01-02 03:39:24	2020-01-01 00:11:03.000	2020-01-02 03:39:24.000	663	99564	50113.5	5011350	663	99564	50113.5	5011350	-32507	32631	4893.66	489366	-126	126	1.5	150
+664	2	10654	99565	1.99399	298.99399	150.49399	15049.39939	1.99399	298.994	150.49399	15049.39911	1.99399	298.99399	150.49399	15049.39900	2020-01-01	2020-01-02	2020-01-01 00:11:04	2020-01-02 03:39:25	2020-01-01 00:11:04.000	2020-01-02 03:39:25.000	664	99565	50114.5	5011450	664	99565	50114.5	5011450	-32506	32632	4894.66	489466	-125	127	2.5	250
+665	2	10655	99566	1.99699	298.99699	150.49699	15049.69969	1.99699	298.997	150.49699	15049.6997	1.99699	298.99699	150.49699	15049.69900	2020-01-01	2020-01-02	2020-01-01 00:11:05	2020-01-02 03:39:26	2020-01-01 00:11:05.000	2020-01-02 03:39:26.000	665	99566	50115.5	5011550	665	99566	50115.5	5011550	-32505	32633	4895.66	489566	-128	127	0.94	94
+666	2	10656	99567	2	299	150.5	15050	2	299	150.5	15050	2.00000	299.00000	150.50000	15050.00000	2020-01-01	2020-01-02	2020-01-01 00:11:06	2020-01-02 03:39:27	2020-01-01 00:11:06.000	2020-01-02 03:39:27.000	666	99567	50116.5	5011650	666	99567	50116.5	5011650	-32504	32634	4896.66	489666	-128	127	-0.62	-62
+667	2	10657	99568	2.003	299.003	150.503	15050.3003	2.003	299.003	150.503	15050.30029	2.00300	299.00300	150.50300	15050.30000	2020-01-01	2020-01-02	2020-01-01 00:11:07	2020-01-02 03:39:28	2020-01-01 00:11:07.000	2020-01-02 03:39:28.000	667	99568	50117.5	5011750	667	99568	50117.5	5011750	-32503	32635	4897.66	489766	-128	123	-2.18	-218
+668	2	10658	99569	2.006	299.006	150.506	15050.6006	2.006	299.006	150.506	15050.60089	2.00600	299.00600	150.50600	15050.60000	2020-01-01	2020-01-02	2020-01-01 00:11:08	2020-01-02 03:39:29	2020-01-01 00:11:08.000	2020-01-02 03:39:29.000	668	99569	50118.5	5011850	668	99569	50118.5	5011850	-32502	32636	4898.66	489866	-127	124	-1.18	-118
+669	2	10659	99570	2.009	299.009	150.509	15050.9009	2.009	299.009	150.509	15050.90057	2.00900	299.00900	150.50900	15050.90000	2020-01-01	2020-01-02	2020-01-01 00:11:09	2020-01-02 03:39:30	2020-01-01 00:11:09.000	2020-01-02 03:39:30.000	669	99570	50119.5	5011950	669	99570	50119.5	5011950	-32501	32637	4899.66	489966	-126	125	-0.18	-18
+67	2	10057	99967	0.2012	300.2012	150.2012	15170.32132	0.2012	300.2012	150.2012	15170.32142	0.20120	300.20120	150.20120	15170.32120	2020-01-01	2020-01-02	2020-01-01 00:01:07	2020-01-02 03:46:07	2020-01-01 00:01:07.000	2020-01-02 03:46:07.000	67	99967	50017	5051717	67	99967	50017	5051717	-32502	32433	4596.009900990099	464197	-128	127	-1.8514851485148516	-187
+670	2	10660	99571	2.01201	299.01201	150.51201	15051.2012	2.01201	299.01202	150.51201	15051.20117	2.01201	299.01201	150.51201	15051.20100	2020-01-01	2020-01-02	2020-01-01 00:11:10	2020-01-02 03:39:31	2020-01-01 00:11:10.000	2020-01-02 03:39:31.000	670	99571	50120.5	5012050	670	99571	50120.5	5012050	-32500	32638	4900.66	490066	-125	126	0.82	82
+671	2	10661	99572	2.01501	299.01501	150.51501	15051.5015	2.01501	299.015	150.51501	15051.50146	2.01501	299.01501	150.51501	15051.50100	2020-01-01	2020-01-02	2020-01-01 00:11:11	2020-01-02 03:39:32	2020-01-01 00:11:11.000	2020-01-02 03:39:32.000	671	99572	50121.5	5012150	671	99572	50121.5	5012150	-32499	32639	4901.66	490166	-124	127	1.82	182
+672	2	10662	99573	2.01801	299.01801	150.51801	15051.8018	2.01801	299.018	150.51801	15051.80176	2.01801	299.01801	150.51801	15051.80100	2020-01-01	2020-01-02	2020-01-01 00:11:12	2020-01-02 03:39:33	2020-01-01 00:11:12.000	2020-01-02 03:39:33.000	672	99573	50122.5	5012250	672	99573	50122.5	5012250	-32498	32640	4902.66	490266	-128	127	0.26	26
+673	2	10663	99574	2.02102	299.02102	150.52102	15052.1021	2.02102	299.02103	150.52102	15052.1024	2.02102	299.02102	150.52102	15052.10200	2020-01-01	2020-01-02	2020-01-01 00:11:13	2020-01-02 03:39:34	2020-01-01 00:11:13.000	2020-01-02 03:39:34.000	673	99574	50123.5	5012350	673	99574	50123.5	5012350	-32497	32641	4903.66	490366	-128	123	-1.3	-130
+674	2	10664	99575	2.02402	299.02402	150.52402	15052.4024	2.02402	299.02402	150.52402	15052.40204	2.02402	299.02402	150.52402	15052.40200	2020-01-01	2020-01-02	2020-01-01 00:11:14	2020-01-02 03:39:35	2020-01-01 00:11:14.000	2020-01-02 03:39:35.000	674	99575	50124.5	5012450	674	99575	50124.5	5012450	-32496	32642	4904.66	490466	-127	124	-0.3	-30
+675	2	10665	99576	2.02702	299.02702	150.52702	15052.7027	2.02702	299.02704	150.52702	15052.70264	2.02702	299.02702	150.52702	15052.70200	2020-01-01	2020-01-02	2020-01-01 00:11:15	2020-01-02 03:39:36	2020-01-01 00:11:15.000	2020-01-02 03:39:36.000	675	99576	50125.5	5012550	675	99576	50125.5	5012550	-32495	32643	4905.66	490566	-126	125	0.7	70
+676	2	10666	99577	2.03003	299.03003	150.53003	15053.003	2.03003	299.03003	150.53002	15053.00293	2.03003	299.03003	150.53003	15053.00300	2020-01-01	2020-01-02	2020-01-01 00:11:16	2020-01-02 03:39:37	2020-01-01 00:11:16.000	2020-01-02 03:39:37.000	676	99577	50126.5	5012650	676	99577	50126.5	5012650	-32494	32644	4906.66	490666	-125	126	1.7	170
+677	2	10667	99578	2.03303	299.03303	150.53303	15053.3033	2.03303	299.03302	150.53303	15053.30323	2.03303	299.03303	150.53303	15053.30300	2020-01-01	2020-01-02	2020-01-01 00:11:17	2020-01-02 03:39:38	2020-01-01 00:11:17.000	2020-01-02 03:39:38.000	677	99578	50127.5	5012750	677	99578	50127.5	5012750	-32493	32645	4907.66	490766	-124	127	2.7	270
+678	2	10668	99579	2.03603	299.03603	150.53603	15053.6036	2.03603	299.03604	150.53603	15053.60387	2.03603	299.03603	150.53603	15053.60300	2020-01-01	2020-01-02	2020-01-01 00:11:18	2020-01-02 03:39:39	2020-01-01 00:11:18.000	2020-01-02 03:39:39.000	678	99579	50128.5	5012850	678	99579	50128.5	5012850	-32492	32646	4908.66	490866	-128	127	1.14	114
+679	2	10669	99580	2.03903	299.03903	150.53903	15053.9039	2.03903	299.03903	150.53903	15053.90351	2.03903	299.03903	150.53903	15053.90300	2020-01-01	2020-01-02	2020-01-01 00:11:19	2020-01-02 03:39:40	2020-01-01 00:11:19.000	2020-01-02 03:39:40.000	679	99580	50129.5	5012950	679	99580	50129.5	5012950	-32491	32647	4909.66	490966	-128	123	-0.42	-42
+68	2	10058	99968	0.2042	300.2042	150.2042	15170.62462	0.2042	300.2042	150.2042	15170.62457	0.20420	300.20420	150.20420	15170.62420	2020-01-01	2020-01-02	2020-01-01 00:01:08	2020-01-02 03:46:08	2020-01-01 00:01:08.000	2020-01-02 03:46:08.000	68	99968	50018	5051818	68	99968	50018	5051818	-32501	32434	4597.009900990099	464298	-128	124	-3.386138613861386	-342
+680	2	10670	99581	2.04204	299.04204	150.54204	15054.2042	2.04204	299.04205	150.54204	15054.20426	2.04204	299.04204	150.54204	15054.20400	2020-01-01	2020-01-02	2020-01-01 00:11:20	2020-01-02 03:39:41	2020-01-01 00:11:20.000	2020-01-02 03:39:41.000	680	99581	50130.5	5013050	680	99581	50130.5	5013050	-32490	32648	4910.66	491066	-127	124	0.58	58
+681	2	10671	99582	2.04504	299.04504	150.54504	15054.5045	2.04504	299.04504	150.54504	15054.5044	2.04504	299.04504	150.54504	15054.50400	2020-01-01	2020-01-02	2020-01-01 00:11:21	2020-01-02 03:39:42	2020-01-01 00:11:21.000	2020-01-02 03:39:42.000	681	99582	50131.5	5013150	681	99582	50131.5	5013150	-32489	32649	4911.66	491166	-126	125	1.58	158
+682	2	10672	99583	2.04804	299.04804	150.54804	15054.8048	2.04804	299.04803	150.54804	15054.80474	2.04804	299.04804	150.54804	15054.80400	2020-01-01	2020-01-02	2020-01-01 00:11:22	2020-01-02 03:39:43	2020-01-01 00:11:22.000	2020-01-02 03:39:43.000	682	99583	50132.5	5013250	682	99583	50132.5	5013250	-32488	32650	4912.66	491266	-125	126	2.58	258
+683	2	10673	99584	2.05105	299.05105	150.55105	15055.1051	2.05105	299.05106	150.55105	15055.10533	2.05105	299.05105	150.55105	15055.10500	2020-01-01	2020-01-02	2020-01-01 00:11:23	2020-01-02 03:39:44	2020-01-01 00:11:23.000	2020-01-02 03:39:44.000	683	99584	50133.5	5013350	683	99584	50133.5	5013350	-32487	32651	4913.66	491366	-124	127	3.58	358
+684	2	10674	99585	2.05405	299.05405	150.55405	15055.4054	2.05405	299.05405	150.55404	15055.40498	2.05405	299.05405	150.55405	15055.40500	2020-01-01	2020-01-02	2020-01-01 00:11:24	2020-01-02 03:39:45	2020-01-01 00:11:24.000	2020-01-02 03:39:45.000	684	99585	50134.5	5013450	684	99585	50134.5	5013450	-32486	32652	4914.66	491466	-128	127	2.02	202
+685	2	10675	99586	2.05705	299.05705	150.55705	15055.7057	2.05705	299.05707	150.55705	15055.70573	2.05705	299.05705	150.55705	15055.70500	2020-01-01	2020-01-02	2020-01-01 00:11:25	2020-01-02 03:39:46	2020-01-01 00:11:25.000	2020-01-02 03:39:46.000	685	99586	50135.5	5013550	685	99586	50135.5	5013550	-32485	32653	4915.66	491566	-128	127	0.46	46
+686	2	10676	99587	2.06006	299.06006	150.56006	15056.006	2.06006	299.06006	150.56005	15056.00587	2.06006	299.06006	150.56006	15056.00600	2020-01-01	2020-01-02	2020-01-01 00:11:26	2020-01-02 03:39:47	2020-01-01 00:11:26.000	2020-01-02 03:39:47.000	686	99587	50136.5	5013650	686	99587	50136.5	5013650	-32484	32654	4916.66	491666	-128	124	-1.1	-110
+687	2	10677	99588	2.06306	299.06306	150.56306	15056.3063	2.06306	299.06305	150.56306	15056.30621	2.06306	299.06306	150.56306	15056.30600	2020-01-01	2020-01-02	2020-01-01 00:11:27	2020-01-02 03:39:48	2020-01-01 00:11:27.000	2020-01-02 03:39:48.000	687	99588	50137.5	5013750	687	99588	50137.5	5013750	-32483	32655	4917.66	491766	-127	125	-0.1	-10
+688	2	10678	99589	2.06606	299.06606	150.56606	15056.6066	2.06606	299.06607	150.56606	15056.60681	2.06606	299.06606	150.56606	15056.60600	2020-01-01	2020-01-02	2020-01-01 00:11:28	2020-01-02 03:39:49	2020-01-01 00:11:28.000	2020-01-02 03:39:49.000	688	99589	50138.5	5013850	688	99589	50138.5	5013850	-32482	32656	4918.66	491866	-126	126	0.9	90
+689	2	10679	99590	2.06906	299.06906	150.56906	15056.9069	2.06906	299.06906	150.56907	15056.9071	2.06906	299.06906	150.56906	15056.90600	2020-01-01	2020-01-02	2020-01-01 00:11:29	2020-01-02 03:39:50	2020-01-01 00:11:29.000	2020-01-02 03:39:50.000	689	99590	50139.5	5013950	689	99590	50139.5	5013950	-32481	32657	4919.66	491966	-125	127	1.9	190
+69	2	10059	99969	0.2072	300.2072	150.2072	15170.92792	0.2072	300.2072	150.20721	15170.92832	0.20720	300.20720	150.20720	15170.92720	2020-01-01	2020-01-02	2020-01-01 00:01:09	2020-01-02 03:46:09	2020-01-01 00:01:09.000	2020-01-02 03:46:09.000	69	99969	50019	5051919	69	99969	50019	5051919	-32500	32435	4598.009900990099	464399	-127	125	-2.386138613861386	-241
+690	2	10680	99591	2.07207	299.07207	150.57207	15057.2072	2.07207	299.07208	150.57207	15057.2072	2.07207	299.07207	150.57207	15057.20700	2020-01-01	2020-01-02	2020-01-01 00:11:30	2020-01-02 03:39:51	2020-01-01 00:11:30.000	2020-01-02 03:39:51.000	690	99591	50140.5	5014050	690	99591	50140.5	5014050	-32480	32658	4920.66	492066	-128	127	0.34	34
+691	2	10681	99592	2.07507	299.07507	150.57507	15057.5075	2.07507	299.07507	150.57507	15057.50734	2.07507	299.07507	150.57507	15057.50700	2020-01-01	2020-01-02	2020-01-01 00:11:31	2020-01-02 03:39:52	2020-01-01 00:11:31.000	2020-01-02 03:39:52.000	691	99592	50141.5	5014150	691	99592	50141.5	5014150	-32479	32659	4921.66	492166	-128	127	-1.22	-122
+692	2	10682	99593	2.07807	299.07807	150.57807	15057.8078	2.07807	299.07806	150.57807	15057.80767	2.07807	299.07807	150.57807	15057.80700	2020-01-01	2020-01-02	2020-01-01 00:11:32	2020-01-02 03:39:53	2020-01-01 00:11:32.000	2020-01-02 03:39:53.000	692	99593	50142.5	5014250	692	99593	50142.5	5014250	-32478	32660	4922.66	492266	-128	123	-2.78	-278
+693	2	10683	99594	2.08108	299.08108	150.58108	15058.1081	2.08108	299.0811	150.58108	15058.10827	2.08108	299.08108	150.58108	15058.10800	2020-01-01	2020-01-02	2020-01-01 00:11:33	2020-01-02 03:39:54	2020-01-01 00:11:33.000	2020-01-02 03:39:54.000	693	99594	50143.5	5014350	693	99594	50143.5	5014350	-32477	32661	4923.66	492366	-127	124	-1.78	-178
+694	2	10684	99595	2.08408	299.08408	150.58408	15058.4084	2.08408	299.08408	150.58408	15058.40857	2.08408	299.08408	150.58408	15058.40800	2020-01-01	2020-01-02	2020-01-01 00:11:34	2020-01-02 03:39:55	2020-01-01 00:11:34.000	2020-01-02 03:39:55.000	694	99595	50144.5	5014450	694	99595	50144.5	5014450	-32476	32662	4924.66	492466	-126	125	-0.78	-78
+695	2	10685	99596	2.08708	299.08708	150.58708	15058.7087	2.08708	299.0871	150.58708	15058.70867	2.08708	299.08708	150.58708	15058.70800	2020-01-01	2020-01-02	2020-01-01 00:11:35	2020-01-02 03:39:56	2020-01-01 00:11:35.000	2020-01-02 03:39:56.000	695	99596	50145.5	5014550	695	99596	50145.5	5014550	-32475	32663	4925.66	492566	-125	126	0.22	22
+696	2	10686	99597	2.09009	299.09009	150.59009	15059.009	2.09009	299.0901	150.59008	15059.00885	2.09009	299.09009	150.59009	15059.00900	2020-01-01	2020-01-02	2020-01-01 00:11:36	2020-01-02 03:39:57	2020-01-01 00:11:36.000	2020-01-02 03:39:57.000	696	99597	50146.5	5014650	696	99597	50146.5	5014650	-32474	32664	4926.66	492666	-124	127	1.22	122
+697	2	10687	99598	2.09309	299.09309	150.59309	15059.3093	2.09309	299.09308	150.59309	15059.30915	2.09309	299.09309	150.59309	15059.30900	2020-01-01	2020-01-02	2020-01-01 00:11:37	2020-01-02 03:39:58	2020-01-01 00:11:37.000	2020-01-02 03:39:58.000	697	99598	50147.5	5014750	697	99598	50147.5	5014750	-32473	32665	4927.66	492766	-128	127	-0.34	-34
+698	2	10688	99599	2.09609	299.09609	150.59609	15059.6096	2.09609	299.0961	150.59609	15059.6099	2.09609	299.09609	150.59609	15059.60900	2020-01-01	2020-01-02	2020-01-01 00:11:38	2020-01-02 03:39:59	2020-01-01 00:11:38.000	2020-01-02 03:39:59.000	698	99599	50148.5	5014850	698	99599	50148.5	5014850	-32472	32666	4928.66	492866	-128	123	-1.9	-190
+699	2	10689	99600	2.09909	299.09909	150.59909	15059.9099	2.09909	299.0991	150.5991	15059.91003	2.09909	299.09909	150.59909	15059.90900	2020-01-01	2020-01-02	2020-01-01 00:11:39	2020-01-02 03:40:00	2020-01-01 00:11:39.000	2020-01-02 03:40:00.000	699	99600	50149.5	5014950	699	99600	50149.5	5014950	-32471	32667	4929.66	492966	-127	124	-0.9	-90
+7	2	1006	9997	0.02102	300.02102	150.02102	15152.12312	0.02102	300.02103	150.02102	15152.12342	0.02102	300.02102	150.02102	15152.12302	2020-01-01	2020-01-02	2020-01-01 00:00:07	2020-01-02 03:45:07	2020-01-01 00:00:07.000	2020-01-02 03:45:07.000	7	99907	49957	5045657	7	99907	49957	5045657	-32562	32373	4536.009900990099	458137	-126	125	-1.0198019801980198	-103
+70	2	10060	99970	0.21021	300.21021	150.21021	15171.23123	0.21021	300.2102	150.2102	15171.23097	0.21021	300.21021	150.21021	15171.23121	2020-01-01	2020-01-02	2020-01-01 00:01:10	2020-01-02 03:46:10	2020-01-01 00:01:10.000	2020-01-02 03:46:10.000	70	99970	50020	5052020	70	99970	50020	5052020	-32499	32436	4599.009900990099	464500	-126	126	-1.386138613861386	-140
+700	2	10690	99601	2.1021	299.1021	150.6021	15060.21021	2.1021	299.1021	150.6021	15060.21014	2.10210	299.10210	150.60210	15060.21000	2020-01-01	2020-01-02	2020-01-01 00:11:40	2020-01-02 03:40:01	2020-01-01 00:11:40.000	2020-01-02 03:40:01.000	700	99601	50150.5	5015050	700	99601	50150.5	5015050	-32470	32668	4930.66	493066	-126	125	0.1	10
+701	2	10691	99602	2.1051	299.1051	150.6051	15060.51051	2.1051	299.1051	150.6051	15060.51031	2.10510	299.10510	150.60510	15060.51000	2020-01-01	2020-01-02	2020-01-01 00:11:41	2020-01-02 03:40:02	2020-01-01 00:11:41.000	2020-01-02 03:40:02.000	701	99602	50151.5	5015150	701	99602	50151.5	5015150	-32469	32669	4931.66	493166	-125	126	1.1	110
+702	2	10692	99603	2.1081	299.1081	150.6081	15060.81081	2.1081	299.1081	150.6081	15060.81062	2.10810	299.10810	150.60810	15060.81000	2020-01-01	2020-01-02	2020-01-01 00:11:42	2020-01-02 03:40:03	2020-01-01 00:11:42.000	2020-01-02 03:40:03.000	702	99603	50152.5	5015250	702	99603	50152.5	5015250	-32468	32670	4932.66	493266	-124	127	2.1	210
+703	2	10693	99604	2.11111	299.11111	150.61111	15061.11111	2.11111	299.1111	150.61111	15061.11137	2.11111	299.11111	150.61111	15061.11100	2020-01-01	2020-01-02	2020-01-01 00:11:43	2020-01-02 03:40:04	2020-01-01 00:11:43.000	2020-01-02 03:40:04.000	703	99604	50153.5	5015350	703	99604	50153.5	5015350	-32467	32671	4933.66	493366	-128	127	0.54	54
+704	2	10694	99605	2.11411	299.11411	150.61411	15061.41141	2.11411	299.1141	150.61411	15061.41151	2.11411	299.11411	150.61411	15061.41100	2020-01-01	2020-01-02	2020-01-01 00:11:44	2020-01-02 03:40:05	2020-01-01 00:11:44.000	2020-01-02 03:40:05.000	704	99605	50154.5	5015450	704	99605	50154.5	5015450	-32466	32672	4934.66	493466	-128	123	-1.02	-102
+705	2	10695	99606	2.11711	299.11711	150.61711	15061.71171	2.11711	299.11713	150.61711	15061.71165	2.11711	299.11711	150.61711	15061.71100	2020-01-01	2020-01-02	2020-01-01 00:11:45	2020-01-02 03:40:06	2020-01-01 00:11:45.000	2020-01-02 03:40:06.000	705	99606	50155.5	5015550	705	99606	50155.5	5015550	-32465	32673	4935.66	493566	-127	124	-0.02	-2
+706	2	10696	99607	2.12012	299.12012	150.62012	15062.01201	2.12012	299.12012	150.62011	15062.01179	2.12012	299.12012	150.62012	15062.01200	2020-01-01	2020-01-02	2020-01-01 00:11:46	2020-01-02 03:40:07	2020-01-01 00:11:46.000	2020-01-02 03:40:07.000	706	99607	50156.5	5015650	706	99607	50156.5	5015650	-32464	32674	4936.66	493666	-126	125	0.98	98
+707	2	10697	99608	2.12312	299.12312	150.62312	15062.31231	2.12312	299.1231	150.62312	15062.31208	2.12312	299.12312	150.62312	15062.31200	2020-01-01	2020-01-02	2020-01-01 00:11:47	2020-01-02 03:40:08	2020-01-01 00:11:47.000	2020-01-02 03:40:08.000	707	99608	50157.5	5015750	707	99608	50157.5	5015750	-32463	32675	4937.66	493766	-125	126	1.98	198
+708	2	10698	99609	2.12612	299.12612	150.62612	15062.61261	2.12612	299.12613	150.62612	15062.61283	2.12612	299.12612	150.62612	15062.61200	2020-01-01	2020-01-02	2020-01-01 00:11:48	2020-01-02 03:40:09	2020-01-01 00:11:48.000	2020-01-02 03:40:09.000	708	99609	50158.5	5015850	708	99609	50158.5	5015850	-32462	32676	4938.66	493866	-124	127	2.98	298
+709	2	10699	99610	2.12912	299.12912	150.62912	15062.91291	2.12912	299.12912	150.62912	15062.91298	2.12912	299.12912	150.62912	15062.91200	2020-01-01	2020-01-02	2020-01-01 00:11:49	2020-01-02 03:40:10	2020-01-01 00:11:49.000	2020-01-02 03:40:10.000	709	99610	50159.5	5015950	709	99610	50159.5	5015950	-32461	32677	4939.66	493966	-128	127	1.42	142
+71	2	10061	99971	0.21321	300.21321	150.21321	15171.53453	0.21321	300.21323	150.21321	15171.5346	0.21321	300.21321	150.21321	15171.53421	2020-01-01	2020-01-02	2020-01-01 00:01:11	2020-01-02 03:46:11	2020-01-01 00:01:11.000	2020-01-02 03:46:11.000	71	99971	50021	5052121	71	99971	50021	5052121	-32498	32437	4600.009900990099	464601	-125	127	-0.38613861386138615	-39
+710	2	10700	99611	2.13213	299.13213	150.63213	15063.21321	2.13213	299.13214	150.63213	15063.21311	2.13213	299.13213	150.63213	15063.21300	2020-01-01	2020-01-02	2020-01-01 00:11:50	2020-01-02 03:40:11	2020-01-01 00:11:50.000	2020-01-02 03:40:11.000	710	99611	50160.5	5016050	710	99611	50160.5	5016050	-32460	32678	4940.66	494066	-128	127	-0.14	-14
+711	2	10701	99612	2.13513	299.13513	150.63513	15063.51351	2.13513	299.13513	150.63513	15063.51325	2.13513	299.13513	150.63513	15063.51300	2020-01-01	2020-01-02	2020-01-01 00:11:51	2020-01-02 03:40:12	2020-01-01 00:11:51.000	2020-01-02 03:40:12.000	711	99612	50161.5	5016150	711	99612	50161.5	5016150	-32459	32679	4941.66	494166	-128	124	-1.7	-170
+712	2	10702	99613	2.13813	299.13813	150.63813	15063.81381	2.13813	299.13815	150.63814	15063.81401	2.13813	299.13813	150.63813	15063.81300	2020-01-01	2020-01-02	2020-01-01 00:11:52	2020-01-02 03:40:13	2020-01-01 00:11:52.000	2020-01-02 03:40:13.000	712	99613	50162.5	5016250	712	99613	50162.5	5016250	-32458	32680	4942.66	494266	-127	125	-0.7	-70
+713	2	10703	99614	2.14114	299.14114	150.64114	15064.11411	2.14114	299.14114	150.64114	15064.11431	2.14114	299.14114	150.64114	15064.11400	2020-01-01	2020-01-02	2020-01-01 00:11:53	2020-01-02 03:40:14	2020-01-01 00:11:53.000	2020-01-02 03:40:14.000	713	99614	50163.5	5016350	713	99614	50163.5	5016350	-32457	32681	4943.66	494366	-126	126	0.3	30
+714	2	10704	99615	2.14414	299.14414	150.64414	15064.41441	2.14414	299.14413	150.64414	15064.41448	2.14414	299.14414	150.64414	15064.41400	2020-01-01	2020-01-02	2020-01-01 00:11:54	2020-01-02 03:40:15	2020-01-01 00:11:54.000	2020-01-02 03:40:15.000	714	99615	50164.5	5016450	714	99615	50164.5	5016450	-32456	32682	4944.66	494466	-125	127	1.3	130
+715	2	10705	99616	2.14714	299.14714	150.64714	15064.71471	2.14714	299.14716	150.64714	15064.71458	2.14714	299.14714	150.64714	15064.71400	2020-01-01	2020-01-02	2020-01-01 00:11:55	2020-01-02 03:40:16	2020-01-01 00:11:55.000	2020-01-02 03:40:16.000	715	99616	50165.5	5016550	715	99616	50165.5	5016550	-32455	32683	4945.66	494566	-128	127	-0.26	-26
+716	2	10706	99617	2.15015	299.15015	150.65015	15065.01501	2.15015	299.15015	150.65014	15065.01472	2.15015	299.15015	150.65015	15065.01500	2020-01-01	2020-01-02	2020-01-01 00:11:56	2020-01-02 03:40:17	2020-01-01 00:11:56.000	2020-01-02 03:40:17.000	716	99617	50166.5	5016650	716	99617	50166.5	5016650	-32454	32684	4946.66	494666	-128	127	-1.82	-182
+717	2	10707	99618	2.15315	299.15315	150.65315	15065.31531	2.15315	299.15317	150.65315	15065.31547	2.15315	299.15315	150.65315	15065.31500	2020-01-01	2020-01-02	2020-01-01 00:11:57	2020-01-02 03:40:18	2020-01-01 00:11:57.000	2020-01-02 03:40:18.000	717	99618	50167.5	5016750	717	99618	50167.5	5016750	-32453	32685	4947.66	494766	-128	123	-3.38	-338
+718	2	10708	99619	2.15615	299.15615	150.65615	15065.61561	2.15615	299.15616	150.65615	15065.61578	2.15615	299.15615	150.65615	15065.61500	2020-01-01	2020-01-02	2020-01-01 00:11:58	2020-01-02 03:40:19	2020-01-01 00:11:58.000	2020-01-02 03:40:19.000	718	99619	50168.5	5016850	718	99619	50168.5	5016850	-32452	32686	4948.66	494866	-127	124	-2.38	-238
+719	2	10709	99620	2.15915	299.15915	150.65915	15065.91591	2.15915	299.15915	150.65915	15065.91595	2.15915	299.15915	150.65915	15065.91500	2020-01-01	2020-01-02	2020-01-01 00:11:59	2020-01-02 03:40:20	2020-01-01 00:11:59.000	2020-01-02 03:40:20.000	719	99620	50169.5	5016950	719	99620	50169.5	5016950	-32451	32687	4949.66	494966	-126	125	-1.38	-138
+72	2	10062	99972	0.21621	300.21621	150.21621	15171.83783	0.21621	300.21622	150.21621	15171.83791	0.21621	300.21621	150.21621	15171.83721	2020-01-01	2020-01-02	2020-01-01 00:01:12	2020-01-02 03:46:12	2020-01-01 00:01:12.000	2020-01-02 03:46:12.000	72	99972	50022	5052222	72	99972	50022	5052222	-32497	32438	4601.009900990099	464702	-128	127	-1.9207920792079207	-194
+720	2	10710	99621	2.16216	299.16216	150.66216	15066.21621	2.16216	299.16217	150.66216	15066.21606	2.16216	299.16216	150.66216	15066.21600	2020-01-01	2020-01-02	2020-01-01 00:12:00	2020-01-02 03:40:21	2020-01-01 00:12:00.000	2020-01-02 03:40:21.000	720	99621	50170.5	5017050	720	99621	50170.5	5017050	-32450	32688	4950.66	495066	-125	126	-0.38	-38
+721	2	10711	99622	2.16516	299.16516	150.66516	15066.51651	2.16516	299.16516	150.66516	15066.51635	2.16516	299.16516	150.66516	15066.51600	2020-01-01	2020-01-02	2020-01-01 00:12:01	2020-01-02 03:40:22	2020-01-01 00:12:01.000	2020-01-02 03:40:22.000	721	99622	50171.5	5017150	721	99622	50171.5	5017150	-32449	32689	4951.66	495166	-124	127	0.62	62
+722	2	10712	99623	2.16816	299.16816	150.66816	15066.81681	2.16816	299.16818	150.66816	15066.81695	2.16816	299.16816	150.66816	15066.81600	2020-01-01	2020-01-02	2020-01-01 00:12:02	2020-01-02 03:40:23	2020-01-01 00:12:02.000	2020-01-02 03:40:23.000	722	99623	50172.5	5017250	722	99623	50172.5	5017250	-32448	32690	4952.66	495266	-128	127	-0.94	-94
+723	2	10713	99624	2.17117	299.17117	150.67117	15067.11711	2.17117	299.17117	150.67117	15067.11724	2.17117	299.17117	150.67117	15067.11700	2020-01-01	2020-01-02	2020-01-01 00:12:03	2020-01-02 03:40:24	2020-01-01 00:12:03.000	2020-01-02 03:40:24.000	723	99624	50173.5	5017350	723	99624	50173.5	5017350	-32447	32691	4953.66	495366	-128	123	-2.5	-250
+724	2	10714	99625	2.17417	299.17417	150.67417	15067.41741	2.17417	299.17416	150.67417	15067.41742	2.17417	299.17417	150.67417	15067.41700	2020-01-01	2020-01-02	2020-01-01 00:12:04	2020-01-02 03:40:25	2020-01-01 00:12:04.000	2020-01-02 03:40:25.000	724	99625	50174.5	5017450	724	99625	50174.5	5017450	-32446	32692	4954.66	495466	-127	124	-1.5	-150
+725	2	10715	99626	2.17717	299.17717	150.67717	15067.71771	2.17717	299.1772	150.67717	15067.71752	2.17717	299.17717	150.67717	15067.71700	2020-01-01	2020-01-02	2020-01-01 00:12:05	2020-01-02 03:40:26	2020-01-01 00:12:05.000	2020-01-02 03:40:26.000	725	99626	50175.5	5017550	725	99626	50175.5	5017550	-32445	32693	4955.66	495566	-126	125	-0.5	-50
+726	2	10716	99627	2.18018	299.18018	150.68018	15068.01801	2.18018	299.18018	150.68017	15068.01782	2.18018	299.18018	150.68018	15068.01800	2020-01-01	2020-01-02	2020-01-01 00:12:06	2020-01-02 03:40:27	2020-01-01 00:12:06.000	2020-01-02 03:40:27.000	726	99627	50176.5	5017650	726	99627	50176.5	5017650	-32444	32694	4956.66	495666	-125	126	0.5	50
+727	2	10717	99628	2.18318	299.18318	150.68318	15068.31831	2.18318	299.1832	150.68318	15068.31842	2.18318	299.18318	150.68318	15068.31800	2020-01-01	2020-01-02	2020-01-01 00:12:07	2020-01-02 03:40:28	2020-01-01 00:12:07.000	2020-01-02 03:40:28.000	727	99628	50177.5	5017750	727	99628	50177.5	5017750	-32443	32695	4957.66	495766	-124	127	1.5	150
+728	2	10718	99629	2.18618	299.18618	150.68618	15068.61861	2.18618	299.1862	150.68618	15068.61875	2.18618	299.18618	150.68618	15068.61800	2020-01-01	2020-01-02	2020-01-01 00:12:08	2020-01-02 03:40:29	2020-01-01 00:12:08.000	2020-01-02 03:40:29.000	728	99629	50178.5	5017850	728	99629	50178.5	5017850	-32442	32696	4958.66	495866	-128	127	-0.06	-6
+729	2	10719	99630	2.18918	299.18918	150.68918	15068.91891	2.18918	299.18918	150.68918	15068.91889	2.18918	299.18918	150.68918	15068.91800	2020-01-01	2020-01-02	2020-01-01 00:12:09	2020-01-02 03:40:30	2020-01-01 00:12:09.000	2020-01-02 03:40:30.000	729	99630	50179.5	5017950	729	99630	50179.5	5017950	-32441	32697	4959.66	495966	-128	123	-1.62	-162
+73	2	10063	99973	0.21921	300.21921	150.21921	15172.14114	0.21921	300.2192	150.21921	15172.14121	0.21921	300.21921	150.21921	15172.14021	2020-01-01	2020-01-02	2020-01-01 00:01:13	2020-01-02 03:46:13	2020-01-01 00:01:13.000	2020-01-02 03:46:13.000	73	99973	50023	5052323	73	99973	50023	5052323	-32496	32439	4602.009900990099	464803	-128	127	-3.4554455445544554	-349
+730	2	10720	99631	2.19219	299.19219	150.69219	15069.21921	2.19219	299.1922	150.69219	15069.21965	2.19219	299.19219	150.69219	15069.21900	2020-01-01	2020-01-02	2020-01-01 00:12:10	2020-01-02 03:40:31	2020-01-01 00:12:10.000	2020-01-02 03:40:31.000	730	99631	50180.5	5018050	730	99631	50180.5	5018050	-32440	32698	4960.66	496066	-127	124	-0.62	-62
+731	2	10721	99632	2.19519	299.19519	150.69519	15069.51951	2.19519	299.1952	150.69519	15069.51928	2.19519	299.19519	150.69519	15069.51900	2020-01-01	2020-01-02	2020-01-01 00:12:11	2020-01-02 03:40:32	2020-01-01 00:12:11.000	2020-01-02 03:40:32.000	731	99632	50181.5	5018150	731	99632	50181.5	5018150	-32439	32699	4961.66	496166	-126	125	0.38	38
+732	2	10722	99633	2.19819	299.19819	150.69819	15069.81981	2.19819	299.1982	150.69819	15069.81988	2.19819	299.19819	150.69819	15069.81900	2020-01-01	2020-01-02	2020-01-01 00:12:12	2020-01-02 03:40:33	2020-01-01 00:12:12.000	2020-01-02 03:40:33.000	732	99633	50182.5	5018250	732	99633	50182.5	5018250	-32438	32700	4962.66	496266	-125	126	1.38	138
+733	2	10723	99634	2.2012	299.2012	150.7012	15070.12012	2.2012	299.2012	150.7012	15070.12022	2.20120	299.20120	150.70120	15070.12000	2020-01-01	2020-01-02	2020-01-01 00:12:13	2020-01-02 03:40:34	2020-01-01 00:12:13.000	2020-01-02 03:40:34.000	733	99634	50183.5	5018350	733	99634	50183.5	5018350	-32437	32701	4963.66	496366	-124	127	2.38	238
+734	2	10724	99635	2.2042	299.2042	150.7042	15070.42042	2.2042	299.2042	150.7042	15070.42036	2.20420	299.20420	150.70420	15070.42000	2020-01-01	2020-01-02	2020-01-01 00:12:14	2020-01-02 03:40:35	2020-01-01 00:12:14.000	2020-01-02 03:40:35.000	734	99635	50184.5	5018450	734	99635	50184.5	5018450	-32436	32702	4964.66	496466	-128	127	0.82	82
+735	2	10725	99636	2.2072	299.2072	150.7072	15070.72072	2.2072	299.2072	150.70721	15070.72111	2.20720	299.20720	150.70720	15070.72000	2020-01-01	2020-01-02	2020-01-01 00:12:15	2020-01-02 03:40:36	2020-01-01 00:12:15.000	2020-01-02 03:40:36.000	735	99636	50185.5	5018550	735	99636	50185.5	5018550	-32435	32703	4965.66	496566	-128	127	-0.74	-74
+736	2	10726	99637	2.21021	299.21021	150.71021	15071.02102	2.21021	299.2102	150.7102	15071.02076	2.21021	299.21021	150.71021	15071.02100	2020-01-01	2020-01-02	2020-01-01 00:12:16	2020-01-02 03:40:37	2020-01-01 00:12:16.000	2020-01-02 03:40:37.000	736	99637	50186.5	5018650	736	99637	50186.5	5018650	-32434	32704	4966.66	496666	-128	124	-2.3	-230
+737	2	10727	99638	2.21321	299.21321	150.71321	15071.32132	2.21321	299.21323	150.71321	15071.32139	2.21321	299.21321	150.71321	15071.32100	2020-01-01	2020-01-02	2020-01-01 00:12:17	2020-01-02 03:40:38	2020-01-01 00:12:17.000	2020-01-02 03:40:38.000	737	99638	50187.5	5018750	737	99638	50187.5	5018750	-32433	32705	4967.66	496766	-127	125	-1.3	-130
+738	2	10728	99639	2.21621	299.21621	150.71621	15071.62162	2.21621	299.21622	150.71621	15071.62169	2.21621	299.21621	150.71621	15071.62100	2020-01-01	2020-01-02	2020-01-01 00:12:18	2020-01-02 03:40:39	2020-01-01 00:12:18.000	2020-01-02 03:40:39.000	738	99639	50188.5	5018850	738	99639	50188.5	5018850	-32432	32706	4968.66	496866	-126	126	-0.3	-30
+739	2	10729	99640	2.21921	299.21921	150.71921	15071.92192	2.21921	299.2192	150.71921	15071.92199	2.21921	299.21921	150.71921	15071.92100	2020-01-01	2020-01-02	2020-01-01 00:12:19	2020-01-02 03:40:40	2020-01-01 00:12:19.000	2020-01-02 03:40:40.000	739	99640	50189.5	5018950	739	99640	50189.5	5018950	-32431	32707	4969.66	496966	-125	127	0.7	70
+74	2	10064	99974	0.22222	300.22222	150.22222	15172.44444	0.22222	300.22223	150.22222	15172.4448	0.22222	300.22222	150.22222	15172.44422	2020-01-01	2020-01-02	2020-01-01 00:01:14	2020-01-02 03:46:14	2020-01-01 00:01:14.000	2020-01-02 03:46:14.000	74	99974	50024	5052424	74	99974	50024	5052424	-32495	32440	4603.009900990099	464904	-128	123	-4.99009900990099	-504
+740	2	10730	99641	2.22222	299.22222	150.72222	15072.22222	2.22222	299.22223	150.72222	15072.22258	2.22222	299.22222	150.72222	15072.22200	2020-01-01	2020-01-02	2020-01-01 00:12:20	2020-01-02 03:40:41	2020-01-01 00:12:20.000	2020-01-02 03:40:41.000	740	99641	50190.5	5019050	740	99641	50190.5	5019050	-32430	32708	4970.66	497066	-128	127	-0.86	-86
+741	2	10731	99642	2.22522	299.22522	150.72522	15072.52252	2.22522	299.22522	150.72522	15072.52223	2.22522	299.22522	150.72522	15072.52200	2020-01-01	2020-01-02	2020-01-01 00:12:21	2020-01-02 03:40:42	2020-01-01 00:12:21.000	2020-01-02 03:40:42.000	741	99642	50191.5	5019150	741	99642	50191.5	5019150	-32429	32709	4971.66	497166	-128	127	-2.42	-242
+742	2	10732	99643	2.22822	299.22822	150.72822	15072.82282	2.22822	299.22824	150.72822	15072.82286	2.22822	299.22822	150.72822	15072.82200	2020-01-01	2020-01-02	2020-01-01 00:12:22	2020-01-02 03:40:43	2020-01-01 00:12:22.000	2020-01-02 03:40:43.000	742	99643	50192.5	5019250	742	99643	50192.5	5019250	-32428	32710	4972.66	497266	-128	123	-3.98	-398
+743	2	10733	99644	2.23123	299.23123	150.73123	15073.12312	2.23123	299.23123	150.73123	15073.12316	2.23123	299.23123	150.73123	15073.12300	2020-01-01	2020-01-02	2020-01-01 00:12:23	2020-01-02 03:40:44	2020-01-01 00:12:23.000	2020-01-02 03:40:44.000	743	99644	50193.5	5019350	743	99644	50193.5	5019350	-32427	32711	4973.66	497366	-127	124	-2.98	-298
+744	2	10734	99645	2.23423	299.23423	150.73423	15073.42342	2.23423	299.23422	150.73423	15073.42345	2.23423	299.23423	150.73423	15073.42300	2020-01-01	2020-01-02	2020-01-01 00:12:24	2020-01-02 03:40:45	2020-01-01 00:12:24.000	2020-01-02 03:40:45.000	744	99645	50194.5	5019450	744	99645	50194.5	5019450	-32426	32712	4974.66	497466	-126	125	-1.98	-198
+745	2	10735	99646	2.23723	299.23723	150.73723	15073.72372	2.23723	299.23724	150.73724	15073.72405	2.23723	299.23723	150.73723	15073.72300	2020-01-01	2020-01-02	2020-01-01 00:12:25	2020-01-02 03:40:46	2020-01-01 00:12:25.000	2020-01-02 03:40:46.000	745	99646	50195.5	5019550	745	99646	50195.5	5019550	-32425	32713	4975.66	497566	-125	126	-0.98	-98
+746	2	10736	99647	2.24024	299.24024	150.74024	15074.02402	2.24024	299.24023	150.74023	15074.02373	2.24024	299.24024	150.74024	15074.02400	2020-01-01	2020-01-02	2020-01-01 00:12:26	2020-01-02 03:40:47	2020-01-01 00:12:26.000	2020-01-02 03:40:47.000	746	99647	50196.5	5019650	746	99647	50196.5	5019650	-32424	32714	4976.66	497666	-124	127	0.02	2
+747	2	10737	99648	2.24324	299.24324	150.74324	15074.32432	2.24324	299.24326	150.74324	15074.32433	2.24324	299.24324	150.74324	15074.32400	2020-01-01	2020-01-02	2020-01-01 00:12:27	2020-01-02 03:40:48	2020-01-01 00:12:27.000	2020-01-02 03:40:48.000	747	99648	50197.5	5019750	747	99648	50197.5	5019750	-32423	32715	4977.66	497766	-128	127	-1.54	-154
+748	2	10738	99649	2.24624	299.24624	150.74624	15074.62462	2.24624	299.24625	150.74624	15074.62463	2.24624	299.24624	150.74624	15074.62400	2020-01-01	2020-01-02	2020-01-01 00:12:28	2020-01-02 03:40:49	2020-01-01 00:12:28.000	2020-01-02 03:40:49.000	748	99649	50198.5	5019850	748	99649	50198.5	5019850	-32422	32716	4978.66	497866	-128	123	-3.1	-310
+749	2	10739	99650	2.24924	299.24924	150.74924	15074.92492	2.24924	299.24924	150.74924	15074.92492	2.24924	299.24924	150.74924	15074.92400	2020-01-01	2020-01-02	2020-01-01 00:12:29	2020-01-02 03:40:50	2020-01-01 00:12:29.000	2020-01-02 03:40:50.000	749	99650	50199.5	5019950	749	99650	50199.5	5019950	-32421	32717	4979.66	497966	-127	124	-2.1	-210
+75	2	10065	99975	0.22522	300.22522	150.22522	15172.74774	0.22522	300.22522	150.22522	15172.74745	0.22522	300.22522	150.22522	15172.74722	2020-01-01	2020-01-02	2020-01-01 00:01:15	2020-01-02 03:46:15	2020-01-01 00:01:15.000	2020-01-02 03:46:15.000	75	99975	50025	5052525	75	99975	50025	5052525	-32494	32441	4604.009900990099	465005	-127	124	-3.99009900990099	-403
+750	2	10740	99651	2.25225	299.25225	150.75225	15075.22522	2.25225	299.25226	150.75225	15075.22552	2.25225	299.25225	150.75225	15075.22500	2020-01-01	2020-01-02	2020-01-01 00:12:30	2020-01-02 03:40:51	2020-01-01 00:12:30.000	2020-01-02 03:40:51.000	750	99651	50200.5	5020050	750	99651	50200.5	5020050	-32420	32718	4980.66	498066	-126	125	-1.1	-110
+751	2	10741	99652	2.25525	299.25525	150.75525	15075.52552	2.25525	299.25525	150.75525	15075.5252	2.25525	299.25525	150.75525	15075.52500	2020-01-01	2020-01-02	2020-01-01 00:12:31	2020-01-02 03:40:52	2020-01-01 00:12:31.000	2020-01-02 03:40:52.000	751	99652	50201.5	5020150	751	99652	50201.5	5020150	-32419	32719	4981.66	498166	-125	126	-0.1	-10
+752	2	10742	99653	2.25825	299.25825	150.75825	15075.82582	2.25825	299.25827	150.75825	15075.8258	2.25825	299.25825	150.75825	15075.82500	2020-01-01	2020-01-02	2020-01-01 00:12:32	2020-01-02 03:40:53	2020-01-01 00:12:32.000	2020-01-02 03:40:53.000	752	99653	50202.5	5020250	752	99653	50202.5	5020250	-32418	32720	4982.66	498266	-124	127	0.9	90
+753	2	10743	99654	2.26126	299.26126	150.76126	15076.12612	2.26126	299.26126	150.76126	15076.12609	2.26126	299.26126	150.76126	15076.12600	2020-01-01	2020-01-02	2020-01-01 00:12:33	2020-01-02 03:40:54	2020-01-01 00:12:33.000	2020-01-02 03:40:54.000	753	99654	50203.5	5020350	753	99654	50203.5	5020350	-32417	32721	4983.66	498366	-128	127	-0.66	-66
+754	2	10744	99655	2.26426	299.26426	150.76426	15076.42642	2.26426	299.26425	150.76426	15076.4264	2.26426	299.26426	150.76426	15076.42600	2020-01-01	2020-01-02	2020-01-01 00:12:34	2020-01-02 03:40:55	2020-01-01 00:12:34.000	2020-01-02 03:40:55.000	754	99655	50204.5	5020450	754	99655	50204.5	5020450	-32416	32722	4984.66	498466	-128	123	-2.22	-222
+755	2	10745	99656	2.26726	299.26726	150.76726	15076.72672	2.26726	299.26727	150.76727	15076.72703	2.26726	299.26726	150.76726	15076.72600	2020-01-01	2020-01-02	2020-01-01 00:12:35	2020-01-02 03:40:56	2020-01-01 00:12:35.000	2020-01-02 03:40:56.000	755	99656	50205.5	5020550	755	99656	50205.5	5020550	-32415	32723	4985.66	498566	-127	124	-1.22	-122
+756	2	10746	99657	2.27027	299.27027	150.77027	15077.02702	2.27027	299.27026	150.77026	15077.02667	2.27027	299.27027	150.77027	15077.02700	2020-01-01	2020-01-02	2020-01-01 00:12:36	2020-01-02 03:40:57	2020-01-01 00:12:36.000	2020-01-02 03:40:57.000	756	99657	50206.5	5020650	756	99657	50206.5	5020650	-32414	32724	4986.66	498666	-126	125	-0.22	-22
+757	2	10747	99658	2.27327	299.27327	150.77327	15077.32732	2.27327	299.2733	150.77327	15077.32727	2.27327	299.27327	150.77327	15077.32700	2020-01-01	2020-01-02	2020-01-01 00:12:37	2020-01-02 03:40:58	2020-01-01 00:12:37.000	2020-01-02 03:40:58.000	757	99658	50207.5	5020750	757	99658	50207.5	5020750	-32413	32725	4987.66	498766	-125	126	0.78	78
+758	2	10748	99659	2.27627	299.27627	150.77627	15077.62762	2.27627	299.27628	150.77627	15077.62756	2.27627	299.27627	150.77627	15077.62700	2020-01-01	2020-01-02	2020-01-01 00:12:38	2020-01-02 03:40:59	2020-01-01 00:12:38.000	2020-01-02 03:40:59.000	758	99659	50208.5	5020850	758	99659	50208.5	5020850	-32412	32726	4988.66	498866	-124	127	1.78	178
+759	2	10749	99660	2.27927	299.27927	150.77927	15077.92792	2.27927	299.27927	150.77927	15077.92787	2.27927	299.27927	150.77927	15077.92700	2020-01-01	2020-01-02	2020-01-01 00:12:39	2020-01-02 03:41:00	2020-01-01 00:12:39.000	2020-01-02 03:41:00.000	759	99660	50209.5	5020950	759	99660	50209.5	5020950	-32411	32727	4989.66	498966	-128	127	0.22	22
+76	2	10066	99976	0.22822	300.22822	150.22822	15173.05105	0.22822	300.22824	150.22822	15173.05109	0.22822	300.22822	150.22822	15173.05022	2020-01-01	2020-01-02	2020-01-01 00:01:16	2020-01-02 03:46:16	2020-01-01 00:01:16.000	2020-01-02 03:46:16.000	76	99976	50026	5052626	76	99976	50026	5052626	-32493	32442	4605.009900990099	465106	-126	125	-2.99009900990099	-302
+760	2	10750	99661	2.28228	299.28228	150.78228	15078.22822	2.28228	299.2823	150.78228	15078.2285	2.28228	299.28228	150.78228	15078.22800	2020-01-01	2020-01-02	2020-01-01 00:12:40	2020-01-02 03:41:01	2020-01-01 00:12:40.000	2020-01-02 03:41:01.000	760	99661	50210.5	5021050	760	99661	50210.5	5021050	-32410	32728	4990.66	499066	-128	127	-1.34	-134
+761	2	10751	99662	2.28528	299.28528	150.78528	15078.52852	2.28528	299.28528	150.78528	15078.52814	2.28528	299.28528	150.78528	15078.52800	2020-01-01	2020-01-02	2020-01-01 00:12:41	2020-01-02 03:41:02	2020-01-01 00:12:41.000	2020-01-02 03:41:02.000	761	99662	50211.5	5021150	761	99662	50211.5	5021150	-32409	32729	4991.66	499166	-128	124	-2.9	-290
+762	2	10752	99663	2.28828	299.28828	150.78828	15078.82882	2.28828	299.2883	150.78828	15078.82889	2.28828	299.28828	150.78828	15078.82800	2020-01-01	2020-01-02	2020-01-01 00:12:42	2020-01-02 03:41:03	2020-01-01 00:12:42.000	2020-01-02 03:41:03.000	762	99663	50212.5	5021250	762	99663	50212.5	5021250	-32408	32730	4992.66	499266	-127	125	-1.9	-190
+763	2	10753	99664	2.29129	299.29129	150.79129	15079.12912	2.29129	299.2913	150.79129	15079.12904	2.29129	299.29129	150.79129	15079.12900	2020-01-01	2020-01-02	2020-01-01 00:12:43	2020-01-02 03:41:04	2020-01-01 00:12:43.000	2020-01-02 03:41:04.000	763	99664	50213.5	5021350	763	99664	50213.5	5021350	-32407	32731	4993.66	499366	-126	126	-0.9	-90
+764	2	10754	99665	2.29429	299.29429	150.79429	15079.42942	2.29429	299.29428	150.79429	15079.42933	2.29429	299.29429	150.79429	15079.42900	2020-01-01	2020-01-02	2020-01-01 00:12:44	2020-01-02 03:41:05	2020-01-01 00:12:44.000	2020-01-02 03:41:05.000	764	99665	50214.5	5021450	764	99665	50214.5	5021450	-32406	32732	4994.66	499466	-125	127	0.1	10
+765	2	10755	99666	2.29729	299.29729	150.79729	15079.72972	2.29729	299.2973	150.79729	15079.72996	2.29729	299.29729	150.79729	15079.72900	2020-01-01	2020-01-02	2020-01-01 00:12:45	2020-01-02 03:41:06	2020-01-01 00:12:45.000	2020-01-02 03:41:06.000	765	99666	50215.5	5021550	765	99666	50215.5	5021550	-32405	32733	4995.66	499566	-128	127	-1.46	-146
+766	2	10756	99667	2.3003	299.3003	150.8003	15080.03003	2.3003	299.3003	150.80029	15080.02961	2.30030	299.30030	150.80030	15080.03000	2020-01-01	2020-01-02	2020-01-01 00:12:46	2020-01-02 03:41:07	2020-01-01 00:12:46.000	2020-01-02 03:41:07.000	766	99667	50216.5	5021650	766	99667	50216.5	5021650	-32404	32734	4996.66	499666	-128	127	-3.02	-302
+767	2	10757	99668	2.3033	299.3033	150.8033	15080.33033	2.3033	299.3033	150.8033	15080.33036	2.30330	299.30330	150.80330	15080.33000	2020-01-01	2020-01-02	2020-01-01 00:12:47	2020-01-02 03:41:08	2020-01-01 00:12:47.000	2020-01-02 03:41:08.000	767	99668	50217.5	5021750	767	99668	50217.5	5021750	-32403	32735	4997.66	499766	-128	123	-4.58	-458
+768	2	10758	99669	2.3063	299.3063	150.8063	15080.63063	2.3063	299.3063	150.8063	15080.6305	2.30630	299.30630	150.80630	15080.63000	2020-01-01	2020-01-02	2020-01-01 00:12:48	2020-01-02 03:41:09	2020-01-01 00:12:48.000	2020-01-02 03:41:09.000	768	99669	50218.5	5021850	768	99669	50218.5	5021850	-32402	32736	4998.66	499866	-127	124	-3.58	-358
+769	2	10759	99670	2.3093	299.3093	150.8093	15080.93093	2.3093	299.3093	150.8093	15080.93084	2.30930	299.30930	150.80930	15080.93000	2020-01-01	2020-01-02	2020-01-01 00:12:49	2020-01-02 03:41:10	2020-01-01 00:12:49.000	2020-01-02 03:41:10.000	769	99670	50219.5	5021950	769	99670	50219.5	5021950	-32401	32737	4999.66	499966	-126	125	-2.58	-258
+77	2	10067	99977	0.23123	300.23123	150.23123	15173.35435	0.23123	300.23123	150.23123	15173.35439	0.23123	300.23123	150.23123	15173.35423	2020-01-01	2020-01-02	2020-01-01 00:01:17	2020-01-02 03:46:17	2020-01-01 00:01:17.000	2020-01-02 03:46:17.000	77	99977	50027	5052727	77	99977	50027	5052727	-32492	32443	4606.009900990099	465207	-125	126	-1.99009900990099	-201
+770	2	10760	99671	2.31231	299.31231	150.81231	15081.23123	2.31231	299.31232	150.81231	15081.23144	2.31231	299.31231	150.81231	15081.23100	2020-01-01	2020-01-02	2020-01-01 00:12:50	2020-01-02 03:41:11	2020-01-01 00:12:50.000	2020-01-02 03:41:11.000	770	99671	50220.5	5022050	770	99671	50220.5	5022050	-32400	32738	5000.66	500066	-125	126	-1.58	-158
+771	2	10761	99672	2.31531	299.31531	150.81531	15081.53153	2.31531	299.3153	150.81531	15081.53173	2.31531	299.31531	150.81531	15081.53100	2020-01-01	2020-01-02	2020-01-01 00:12:51	2020-01-02 03:41:12	2020-01-01 00:12:51.000	2020-01-02 03:41:12.000	771	99672	50221.5	5022150	771	99672	50221.5	5022150	-32399	32739	5001.66	500166	-124	127	-0.58	-58
+772	2	10762	99673	2.31831	299.31831	150.81831	15081.83183	2.31831	299.31833	150.81831	15081.83183	2.31831	299.31831	150.81831	15081.83100	2020-01-01	2020-01-02	2020-01-01 00:12:52	2020-01-02 03:41:13	2020-01-01 00:12:52.000	2020-01-02 03:41:13.000	772	99673	50222.5	5022250	772	99673	50222.5	5022250	-32398	32740	5002.66	500266	-128	127	-2.14	-214
+773	2	10763	99674	2.32132	299.32132	150.82132	15082.13213	2.32132	299.32132	150.82131	15082.13197	2.32132	299.32132	150.82132	15082.13200	2020-01-01	2020-01-02	2020-01-01 00:12:53	2020-01-02 03:41:14	2020-01-01 00:12:53.000	2020-01-02 03:41:14.000	773	99674	50223.5	5022350	773	99674	50223.5	5022350	-32397	32741	5003.66	500366	-128	123	-3.7	-370
+774	2	10764	99675	2.32432	299.32432	150.82432	15082.43243	2.32432	299.3243	150.82432	15082.43231	2.32432	299.32432	150.82432	15082.43200	2020-01-01	2020-01-02	2020-01-01 00:12:54	2020-01-02 03:41:15	2020-01-01 00:12:54.000	2020-01-02 03:41:15.000	774	99675	50224.5	5022450	774	99675	50224.5	5022450	-32396	32742	5004.66	500466	-127	124	-2.7	-270
+775	2	10765	99676	2.32732	299.32732	150.82732	15082.73273	2.32732	299.32733	150.82732	15082.73291	2.32732	299.32732	150.82732	15082.73200	2020-01-01	2020-01-02	2020-01-01 00:12:55	2020-01-02 03:41:16	2020-01-01 00:12:55.000	2020-01-02 03:41:16.000	775	99676	50225.5	5022550	775	99676	50225.5	5022550	-32395	32743	5005.66	500566	-126	125	-1.7	-170
+776	2	10766	99677	2.33033	299.33033	150.83033	15083.03303	2.33033	299.33032	150.83033	15083.0332	2.33033	299.33033	150.83033	15083.03300	2020-01-01	2020-01-02	2020-01-01 00:12:56	2020-01-02 03:41:17	2020-01-01 00:12:56.000	2020-01-02 03:41:17.000	776	99677	50226.5	5022650	776	99677	50226.5	5022650	-32394	32744	5006.66	500666	-125	126	-0.7	-70
+777	2	10767	99678	2.33333	299.33333	150.83333	15083.33333	2.33333	299.33334	150.83333	15083.3333	2.33333	299.33333	150.83333	15083.33300	2020-01-01	2020-01-02	2020-01-01 00:12:57	2020-01-02 03:41:18	2020-01-01 00:12:57.000	2020-01-02 03:41:18.000	777	99678	50227.5	5022750	777	99678	50227.5	5022750	-32393	32745	5007.66	500766	-124	127	0.3	30
+778	2	10768	99679	2.33633	299.33633	150.83633	15083.63363	2.33633	299.33633	150.83633	15083.63348	2.33633	299.33633	150.83633	15083.63300	2020-01-01	2020-01-02	2020-01-01 00:12:58	2020-01-02 03:41:19	2020-01-01 00:12:58.000	2020-01-02 03:41:19.000	778	99679	50228.5	5022850	778	99679	50228.5	5022850	-32392	32746	5008.66	500866	-128	127	-1.26	-126
+779	2	10769	99680	2.33933	299.33933	150.83933	15083.93393	2.33933	299.33932	150.83933	15083.93378	2.33933	299.33933	150.83933	15083.93300	2020-01-01	2020-01-02	2020-01-01 00:12:59	2020-01-02 03:41:20	2020-01-01 00:12:59.000	2020-01-02 03:41:20.000	779	99680	50229.5	5022950	779	99680	50229.5	5022950	-32391	32747	5009.66	500966	-128	123	-2.82	-282
+78	2	10068	99978	0.23423	300.23423	150.23423	15173.65765	0.23423	300.23422	150.23423	15173.65769	0.23423	300.23423	150.23423	15173.65723	2020-01-01	2020-01-02	2020-01-01 00:01:18	2020-01-02 03:46:18	2020-01-01 00:01:18.000	2020-01-02 03:46:18.000	78	99978	50028	5052828	78	99978	50028	5052828	-32491	32444	4607.009900990099	465308	-124	127	-0.9900990099009901	-100
+780	2	10770	99681	2.34234	299.34234	150.84234	15084.23423	2.34234	299.34235	150.84234	15084.23437	2.34234	299.34234	150.84234	15084.23400	2020-01-01	2020-01-02	2020-01-01 00:13:00	2020-01-02 03:41:21	2020-01-01 00:13:00.000	2020-01-02 03:41:21.000	780	99681	50230.5	5023050	780	99681	50230.5	5023050	-32390	32748	5010.66	501066	-127	124	-1.82	-182
+781	2	10771	99682	2.34534	299.34534	150.84534	15084.53453	2.34534	299.34534	150.84534	15084.53467	2.34534	299.34534	150.84534	15084.53400	2020-01-01	2020-01-02	2020-01-01 00:13:01	2020-01-02 03:41:22	2020-01-01 00:13:01.000	2020-01-02 03:41:22.000	781	99682	50231.5	5023150	781	99682	50231.5	5023150	-32389	32749	5011.66	501166	-126	125	-0.82	-82
+782	2	10772	99683	2.34834	299.34834	150.84834	15084.83483	2.34834	299.34836	150.84834	15084.83477	2.34834	299.34834	150.84834	15084.83400	2020-01-01	2020-01-02	2020-01-01 00:13:02	2020-01-02 03:41:23	2020-01-01 00:13:02.000	2020-01-02 03:41:23.000	782	99683	50232.5	5023250	782	99683	50232.5	5023250	-32388	32750	5012.66	501266	-125	126	0.18	18
+783	2	10773	99684	2.35135	299.35135	150.85135	15085.13513	2.35135	299.35135	150.85134	15085.13495	2.35135	299.35135	150.85135	15085.13500	2020-01-01	2020-01-02	2020-01-01 00:13:03	2020-01-02 03:41:24	2020-01-01 00:13:03.000	2020-01-02 03:41:24.000	783	99684	50233.5	5023350	783	99684	50233.5	5023350	-32387	32751	5013.66	501366	-124	127	1.18	118
+784	2	10774	99685	2.35435	299.35435	150.85435	15085.43543	2.35435	299.35434	150.85435	15085.43525	2.35435	299.35435	150.85435	15085.43500	2020-01-01	2020-01-02	2020-01-01 00:13:04	2020-01-02 03:41:25	2020-01-01 00:13:04.000	2020-01-02 03:41:25.000	784	99685	50234.5	5023450	784	99685	50234.5	5023450	-32386	32752	5014.66	501466	-128	127	-0.38	-38
+785	2	10775	99686	2.35735	299.35735	150.85735	15085.73573	2.35735	299.35736	150.85736	15085.736	2.35735	299.35735	150.85735	15085.73500	2020-01-01	2020-01-02	2020-01-01 00:13:05	2020-01-02 03:41:26	2020-01-01 00:13:05.000	2020-01-02 03:41:26.000	785	99686	50235.5	5023550	785	99686	50235.5	5023550	-32385	32753	5015.66	501566	-128	127	-1.94	-194
+786	2	10776	99687	2.36036	299.36036	150.86036	15086.03603	2.36036	299.36035	150.86036	15086.03614	2.36036	299.36036	150.86036	15086.03600	2020-01-01	2020-01-02	2020-01-01 00:13:06	2020-01-02 03:41:27	2020-01-01 00:13:06.000	2020-01-02 03:41:27.000	786	99687	50236.5	5023650	786	99687	50236.5	5023650	-32384	32754	5016.66	501666	-128	124	-3.5	-350
+787	2	10777	99688	2.36336	299.36336	150.86336	15086.33633	2.36336	299.36337	150.86336	15086.33628	2.36336	299.36336	150.86336	15086.33600	2020-01-01	2020-01-02	2020-01-01 00:13:07	2020-01-02 03:41:28	2020-01-01 00:13:07.000	2020-01-02 03:41:28.000	787	99688	50237.5	5023750	787	99688	50237.5	5023750	-32383	32755	5017.66	501766	-127	125	-2.5	-250
+788	2	10778	99689	2.36636	299.36636	150.86636	15086.63663	2.36636	299.36636	150.86636	15086.63641	2.36636	299.36636	150.86636	15086.63600	2020-01-01	2020-01-02	2020-01-01 00:13:08	2020-01-02 03:41:29	2020-01-01 00:13:08.000	2020-01-02 03:41:29.000	788	99689	50238.5	5023850	788	99689	50238.5	5023850	-32382	32756	5018.66	501866	-126	126	-1.5	-150
+789	2	10779	99690	2.36936	299.36936	150.86936	15086.93693	2.36936	299.36935	150.86936	15086.93672	2.36936	299.36936	150.86936	15086.93600	2020-01-01	2020-01-02	2020-01-01 00:13:09	2020-01-02 03:41:30	2020-01-01 00:13:09.000	2020-01-02 03:41:30.000	789	99690	50239.5	5023950	789	99690	50239.5	5023950	-32381	32757	5019.66	501966	-125	127	-0.5	-50
+79	2	10069	99979	0.23723	300.23723	150.23723	15173.96096	0.23723	300.23724	150.23724	15173.96129	0.23723	300.23723	150.23723	15173.96023	2020-01-01	2020-01-02	2020-01-01 00:01:19	2020-01-02 03:46:19	2020-01-01 00:01:19.000	2020-01-02 03:46:19.000	79	99979	50029	5052929	79	99979	50029	5052929	-32490	32445	4608.009900990099	465409	-128	127	-2.5247524752475248	-255
+790	2	10780	99691	2.37237	299.37237	150.87237	15087.23723	2.37237	299.37238	150.87237	15087.23747	2.37237	299.37237	150.87237	15087.23700	2020-01-01	2020-01-02	2020-01-01 00:13:10	2020-01-02 03:41:31	2020-01-01 00:13:10.000	2020-01-02 03:41:31.000	790	99691	50240.5	5024050	790	99691	50240.5	5024050	-32380	32758	5020.66	502066	-128	127	-2.06	-206
+791	2	10781	99692	2.37537	299.37537	150.87537	15087.53753	2.37537	299.37537	150.87537	15087.53761	2.37537	299.37537	150.87537	15087.53700	2020-01-01	2020-01-02	2020-01-01 00:13:11	2020-01-02 03:41:32	2020-01-01 00:13:11.000	2020-01-02 03:41:32.000	791	99692	50241.5	5024150	791	99692	50241.5	5024150	-32379	32759	5021.66	502166	-128	127	-3.62	-362
+792	2	10782	99693	2.37837	299.37837	150.87837	15087.83783	2.37837	299.3784	150.87837	15087.83775	2.37837	299.37837	150.87837	15087.83700	2020-01-01	2020-01-02	2020-01-01 00:13:12	2020-01-02 03:41:33	2020-01-01 00:13:12.000	2020-01-02 03:41:33.000	792	99693	50242.5	5024250	792	99693	50242.5	5024250	-32378	32760	5022.66	502266	-128	123	-5.18	-518
+793	2	10783	99694	2.38138	299.38138	150.88138	15088.13813	2.38138	299.38138	150.88137	15088.13789	2.38138	299.38138	150.88138	15088.13800	2020-01-01	2020-01-02	2020-01-01 00:13:13	2020-01-02 03:41:34	2020-01-01 00:13:13.000	2020-01-02 03:41:34.000	793	99694	50243.5	5024350	793	99694	50243.5	5024350	-32377	32761	5023.66	502366	-127	124	-4.18	-418
+794	2	10784	99695	2.38438	299.38438	150.88438	15088.43843	2.38438	299.3844	150.88438	15088.43864	2.38438	299.38438	150.88438	15088.43800	2020-01-01	2020-01-02	2020-01-01 00:13:14	2020-01-02 03:41:35	2020-01-01 00:13:14.000	2020-01-02 03:41:35.000	794	99695	50244.5	5024450	794	99695	50244.5	5024450	-32376	32762	5024.66	502466	-126	125	-3.18	-318
+795	2	10785	99696	2.38738	299.38738	150.88738	15088.73873	2.38738	299.3874	150.88738	15088.73894	2.38738	299.38738	150.88738	15088.73800	2020-01-01	2020-01-02	2020-01-01 00:13:15	2020-01-02 03:41:36	2020-01-01 00:13:15.000	2020-01-02 03:41:36.000	795	99696	50245.5	5024550	795	99696	50245.5	5024550	-32375	32763	5025.66	502566	-125	126	-2.18	-218
+796	2	10786	99697	2.39039	299.39039	150.89039	15089.03903	2.39039	299.39038	150.89039	15089.03908	2.39039	299.39039	150.89039	15089.03900	2020-01-01	2020-01-02	2020-01-01 00:13:16	2020-01-02 03:41:37	2020-01-01 00:13:16.000	2020-01-02 03:41:37.000	796	99697	50246.5	5024650	796	99697	50246.5	5024650	-32374	32764	5026.66	502666	-124	127	-1.18	-118
+797	2	10787	99698	2.39339	299.39339	150.89339	15089.33933	2.39339	299.3934	150.89339	15089.33921	2.39339	299.39339	150.89339	15089.33900	2020-01-01	2020-01-02	2020-01-01 00:13:17	2020-01-02 03:41:38	2020-01-01 00:13:17.000	2020-01-02 03:41:38.000	797	99698	50247.5	5024750	797	99698	50247.5	5024750	-32373	32765	5027.66	502766	-128	127	-2.74	-274
+798	2	10788	99699	2.39639	299.39639	150.89639	15089.63963	2.39639	299.3964	150.89639	15089.63936	2.39639	299.39639	150.89639	15089.63900	2020-01-01	2020-01-02	2020-01-01 00:13:18	2020-01-02 03:41:39	2020-01-01 00:13:18.000	2020-01-02 03:41:39.000	798	99699	50248.5	5024850	798	99699	50248.5	5024850	-32372	32766	5028.66	502866	-128	123	-4.3	-430
+799	2	10789	99700	2.39939	299.39939	150.89939	15089.93993	2.39939	299.3994	150.8994	15089.94011	2.39939	299.39939	150.89939	15089.93900	2020-01-01	2020-01-02	2020-01-01 00:13:19	2020-01-02 03:41:40	2020-01-01 00:13:19.000	2020-01-02 03:41:40.000	799	99700	50249.5	5024950	799	99700	50249.5	5024950	-32371	32767	5029.66	502966	-127	124	-3.3	-330
+8	2	1007	9998	0.02402	300.02402	150.02402	15152.42642	0.02402	300.02402	150.02402	15152.42607	0.02402	300.02402	150.02402	15152.42602	2020-01-01	2020-01-02	2020-01-01 00:00:08	2020-01-02 03:45:08	2020-01-01 00:00:08.000	2020-01-02 03:45:08.000	8	99908	49958	5045758	8	99908	49958	5045758	-32561	32374	4537.009900990099	458238	-125	126	-0.019801980198019802	-2
+80	2	10070	99980	0.24024	300.24024	150.24024	15174.26426	0.24024	300.24023	150.24023	15174.26397	0.24024	300.24024	150.24024	15174.26424	2020-01-01	2020-01-02	2020-01-01 00:01:20	2020-01-02 03:46:20	2020-01-01 00:01:20.000	2020-01-02 03:46:20.000	80	99980	50030	5053030	80	99980	50030	5053030	-32489	32446	4609.009900990099	465510	-128	123	-4.0594059405940595	-410
+800	2	10790	99701	2.4024	299.4024	150.9024	15090.24024	2.4024	299.4024	150.9024	15090.24041	2.40240	299.40240	150.90240	15090.24000	2020-01-01	2020-01-02	2020-01-01 00:13:20	2020-01-02 03:41:41	2020-01-01 00:13:20.000	2020-01-02 03:41:41.000	800	99701	50250.5	5025050	800	99701	50250.5	5025050	-32768	32167	4375.3	437530	-126	125	-2.3	-230
+801	2	10791	99702	2.4054	299.4054	150.9054	15090.54054	2.4054	299.4054	150.9054	15090.54058	2.40540	299.40540	150.90540	15090.54000	2020-01-01	2020-01-02	2020-01-01 00:13:21	2020-01-02 03:41:42	2020-01-01 00:13:21.000	2020-01-02 03:41:42.000	801	99702	50251.5	5025150	801	99702	50251.5	5025150	-32767	32168	4376.3	437630	-125	126	-1.3	-130
+802	2	10792	99703	2.4084	299.4084	150.9084	15090.84084	2.4084	299.40842	150.9084	15090.84069	2.40840	299.40840	150.90840	15090.84000	2020-01-01	2020-01-02	2020-01-01 00:13:22	2020-01-02 03:41:43	2020-01-01 00:13:22.000	2020-01-02 03:41:43.000	802	99703	50252.5	5025250	802	99703	50252.5	5025250	-32766	32169	4377.3	437730	-124	127	-0.3	-30
+803	2	10793	99704	2.41141	299.41141	150.91141	15091.14114	2.41141	299.4114	150.9114	15091.14098	2.41141	299.41141	150.91141	15091.14100	2020-01-01	2020-01-02	2020-01-01 00:13:23	2020-01-02 03:41:44	2020-01-01 00:13:23.000	2020-01-02 03:41:44.000	803	99704	50253.5	5025350	803	99704	50253.5	5025350	-32765	32170	4378.3	437830	-128	127	-1.86	-186
+804	2	10794	99705	2.41441	299.41441	150.91441	15091.44144	2.41441	299.41443	150.91441	15091.44158	2.41441	299.41441	150.91441	15091.44100	2020-01-01	2020-01-02	2020-01-01 00:13:24	2020-01-02 03:41:45	2020-01-01 00:13:24.000	2020-01-02 03:41:45.000	804	99705	50254.5	5025450	804	99705	50254.5	5025450	-32764	32171	4379.3	437930	-128	123	-3.42	-342
+805	2	10795	99706	2.41741	299.41741	150.91741	15091.74174	2.41741	299.41742	150.91741	15091.74188	2.41741	299.41741	150.91741	15091.74100	2020-01-01	2020-01-02	2020-01-01 00:13:25	2020-01-02 03:41:46	2020-01-01 00:13:25.000	2020-01-02 03:41:46.000	805	99706	50255.5	5025550	805	99706	50255.5	5025550	-32763	32172	4380.3	438030	-127	124	-2.42	-242
+806	2	10796	99707	2.42042	299.42042	150.92042	15092.04204	2.42042	299.4204	150.92042	15092.04205	2.42042	299.42042	150.92042	15092.04200	2020-01-01	2020-01-02	2020-01-01 00:13:26	2020-01-02 03:41:47	2020-01-01 00:13:26.000	2020-01-02 03:41:47.000	806	99707	50256.5	5025650	806	99707	50256.5	5025650	-32762	32173	4381.3	438130	-126	125	-1.42	-142
+807	2	10797	99708	2.42342	299.42342	150.92342	15092.34234	2.42342	299.42343	150.92342	15092.34216	2.42342	299.42342	150.92342	15092.34200	2020-01-01	2020-01-02	2020-01-01 00:13:27	2020-01-02 03:41:48	2020-01-01 00:13:27.000	2020-01-02 03:41:48.000	807	99708	50257.5	5025750	807	99708	50257.5	5025750	-32761	32174	4382.3	438230	-125	126	-0.42	-42
+808	2	10798	99709	2.42642	299.42642	150.92642	15092.64264	2.42642	299.42642	150.92642	15092.64245	2.42642	299.42642	150.92642	15092.64200	2020-01-01	2020-01-02	2020-01-01 00:13:28	2020-01-02 03:41:49	2020-01-01 00:13:28.000	2020-01-02 03:41:49.000	808	99709	50258.5	5025850	808	99709	50258.5	5025850	-32760	32175	4383.3	438330	-124	127	0.58	58
+809	2	10799	99710	2.42942	299.42942	150.92942	15092.94294	2.42942	299.42944	150.92943	15092.94305	2.42942	299.42942	150.92942	15092.94200	2020-01-01	2020-01-02	2020-01-01 00:13:29	2020-01-02 03:41:50	2020-01-01 00:13:29.000	2020-01-02 03:41:50.000	809	99710	50259.5	5025950	809	99710	50259.5	5025950	-32759	32176	4384.3	438430	-128	127	-0.98	-98
+81	2	10071	99981	0.24324	300.24324	150.24324	15174.56756	0.24324	300.24326	150.24324	15174.56758	0.24324	300.24324	150.24324	15174.56724	2020-01-01	2020-01-02	2020-01-01 00:01:21	2020-01-02 03:46:21	2020-01-01 00:01:21.000	2020-01-02 03:46:21.000	81	99981	50031	5053131	81	99981	50031	5053131	-32488	32447	4610.009900990099	465611	-127	124	-3.0594059405940595	-309
+810	2	10800	99711	2.43243	299.43243	150.93243	15093.24324	2.43243	299.43243	150.93243	15093.24338	2.43243	299.43243	150.93243	15093.24300	2020-01-01	2020-01-02	2020-01-01 00:13:30	2020-01-02 03:41:51	2020-01-01 00:13:30.000	2020-01-02 03:41:51.000	810	99711	50260.5	5026050	810	99711	50260.5	5026050	-32758	32177	4385.3	438530	-128	127	-2.54	-254
+811	2	10801	99712	2.43543	299.43543	150.93543	15093.54354	2.43543	299.43542	150.93543	15093.54353	2.43543	299.43543	150.93543	15093.54300	2020-01-01	2020-01-02	2020-01-01 00:13:31	2020-01-02 03:41:52	2020-01-01 00:13:31.000	2020-01-02 03:41:52.000	811	99712	50261.5	5026150	811	99712	50261.5	5026150	-32757	32178	4386.3	438630	-128	124	-4.1	-410
+812	2	10802	99713	2.43843	299.43843	150.93843	15093.84384	2.43843	299.43845	150.93844	15093.84428	2.43843	299.43843	150.93843	15093.84300	2020-01-01	2020-01-02	2020-01-01 00:13:32	2020-01-02 03:41:53	2020-01-01 00:13:32.000	2020-01-02 03:41:53.000	812	99713	50262.5	5026250	812	99713	50262.5	5026250	-32756	32179	4387.3	438730	-127	125	-3.1	-310
+813	2	10803	99714	2.44144	299.44144	150.94144	15094.14414	2.44144	299.44144	150.94143	15094.14392	2.44144	299.44144	150.94144	15094.14400	2020-01-01	2020-01-02	2020-01-01 00:13:33	2020-01-02 03:41:54	2020-01-01 00:13:33.000	2020-01-02 03:41:54.000	813	99714	50263.5	5026350	813	99714	50263.5	5026350	-32755	32180	4388.3	438830	-126	126	-2.1	-210
+814	2	10804	99715	2.44444	299.44444	150.94444	15094.44444	2.44444	299.44446	150.94444	15094.44452	2.44444	299.44444	150.94444	15094.44400	2020-01-01	2020-01-02	2020-01-01 00:13:34	2020-01-02 03:41:55	2020-01-01 00:13:34.000	2020-01-02 03:41:55.000	814	99715	50264.5	5026450	814	99715	50264.5	5026450	-32754	32181	4389.3	438930	-125	127	-1.1	-110
+815	2	10805	99716	2.44744	299.44744	150.94744	15094.74474	2.44744	299.44745	150.94744	15094.74485	2.44744	299.44744	150.94744	15094.74400	2020-01-01	2020-01-02	2020-01-01 00:13:35	2020-01-02 03:41:56	2020-01-01 00:13:35.000	2020-01-02 03:41:56.000	815	99716	50265.5	5026550	815	99716	50265.5	5026550	-32753	32182	4390.3	439030	-128	127	-2.66	-266
+816	2	10806	99717	2.45045	299.45045	150.95045	15095.04504	2.45045	299.45044	150.95045	15095.045	2.45045	299.45045	150.95045	15095.04500	2020-01-01	2020-01-02	2020-01-01 00:13:36	2020-01-02 03:41:57	2020-01-01 00:13:36.000	2020-01-02 03:41:57.000	816	99717	50266.5	5026650	816	99717	50266.5	5026650	-32752	32183	4391.3	439130	-128	127	-4.22	-422
+817	2	10807	99718	2.45345	299.45345	150.95345	15095.34534	2.45345	299.45346	150.95345	15095.34574	2.45345	299.45345	150.95345	15095.34500	2020-01-01	2020-01-02	2020-01-01 00:13:37	2020-01-02 03:41:58	2020-01-01 00:13:37.000	2020-01-02 03:41:58.000	817	99718	50267.5	5026750	817	99718	50267.5	5026750	-32751	32184	4392.3	439230	-128	123	-5.78	-578
+818	2	10808	99719	2.45645	299.45645	150.95645	15095.64564	2.45645	299.45645	150.95645	15095.64539	2.45645	299.45645	150.95645	15095.64500	2020-01-01	2020-01-02	2020-01-01 00:13:38	2020-01-02 03:41:59	2020-01-01 00:13:38.000	2020-01-02 03:41:59.000	818	99719	50268.5	5026850	818	99719	50268.5	5026850	-32750	32185	4393.3	439330	-127	124	-4.78	-478
+819	2	10809	99720	2.45945	299.45945	150.95945	15095.94594	2.45945	299.45947	150.95946	15095.94602	2.45945	299.45945	150.95945	15095.94500	2020-01-01	2020-01-02	2020-01-01 00:13:39	2020-01-02 03:42:00	2020-01-01 00:13:39.000	2020-01-02 03:42:00.000	819	99720	50269.5	5026950	819	99720	50269.5	5026950	-32749	32186	4394.3	439430	-126	125	-3.78	-378
+82	2	10072	99982	0.24624	300.24624	150.24624	15174.87087	0.24624	300.24625	150.24624	15174.87088	0.24624	300.24624	150.24624	15174.87024	2020-01-01	2020-01-02	2020-01-01 00:01:22	2020-01-02 03:46:22	2020-01-01 00:01:22.000	2020-01-02 03:46:22.000	82	99982	50032	5053232	82	99982	50032	5053232	-32487	32448	4611.009900990099	465712	-126	125	-2.0594059405940595	-208
+820	2	10810	99721	2.46246	299.46246	150.96246	15096.24624	2.46246	299.46246	150.96246	15096.24633	2.46246	299.46246	150.96246	15096.24600	2020-01-01	2020-01-02	2020-01-01 00:13:40	2020-01-02 03:42:01	2020-01-01 00:13:40.000	2020-01-02 03:42:01.000	820	99721	50270.5	5027050	820	99721	50270.5	5027050	-32748	32187	4395.3	439530	-125	126	-2.78	-278
+821	2	10811	99722	2.46546	299.46546	150.96546	15096.54654	2.46546	299.46545	150.96546	15096.54646	2.46546	299.46546	150.96546	15096.54600	2020-01-01	2020-01-02	2020-01-01 00:13:41	2020-01-02 03:42:02	2020-01-01 00:13:41.000	2020-01-02 03:42:02.000	821	99722	50271.5	5027150	821	99722	50271.5	5027150	-32747	32188	4396.3	439630	-124	127	-1.78	-178
+822	2	10812	99723	2.46846	299.46846	150.96846	15096.84684	2.46846	299.46848	150.96847	15096.84721	2.46846	299.46846	150.96846	15096.84600	2020-01-01	2020-01-02	2020-01-01 00:13:42	2020-01-02 03:42:03	2020-01-01 00:13:42.000	2020-01-02 03:42:03.000	822	99723	50272.5	5027250	822	99723	50272.5	5027250	-32746	32189	4397.3	439730	-128	127	-3.34	-334
+823	2	10813	99724	2.47147	299.47147	150.97147	15097.14714	2.47147	299.47147	150.97146	15097.14686	2.47147	299.47147	150.97147	15097.14700	2020-01-01	2020-01-02	2020-01-01 00:13:43	2020-01-02 03:42:04	2020-01-01 00:13:43.000	2020-01-02 03:42:04.000	823	99724	50273.5	5027350	823	99724	50273.5	5027350	-32745	32190	4398.3	439830	-128	123	-4.9	-490
+824	2	10814	99725	2.47447	299.47447	150.97447	15097.44744	2.47447	299.4745	150.97447	15097.44749	2.47447	299.47447	150.97447	15097.44700	2020-01-01	2020-01-02	2020-01-01 00:13:44	2020-01-02 03:42:05	2020-01-01 00:13:44.000	2020-01-02 03:42:05.000	824	99725	50274.5	5027450	824	99725	50274.5	5027450	-32744	32191	4399.3	439930	-127	124	-3.9	-390
+825	2	10815	99726	2.47747	299.47747	150.97747	15097.74774	2.47747	299.47748	150.97747	15097.74779	2.47747	299.47747	150.97747	15097.74700	2020-01-01	2020-01-02	2020-01-01 00:13:45	2020-01-02 03:42:06	2020-01-01 00:13:45.000	2020-01-02 03:42:06.000	825	99726	50275.5	5027550	825	99726	50275.5	5027550	-32743	32192	4400.3	440030	-126	125	-2.9	-290
+826	2	10816	99727	2.48048	299.48048	150.98048	15098.04804	2.48048	299.48047	150.98048	15098.04809	2.48048	299.48048	150.98048	15098.04800	2020-01-01	2020-01-02	2020-01-01 00:13:46	2020-01-02 03:42:07	2020-01-01 00:13:46.000	2020-01-02 03:42:07.000	826	99727	50276.5	5027650	826	99727	50276.5	5027650	-32742	32193	4401.3	440130	-125	126	-1.9	-190
+827	2	10817	99728	2.48348	299.48348	150.98348	15098.34834	2.48348	299.4835	150.98348	15098.34869	2.48348	299.48348	150.98348	15098.34800	2020-01-01	2020-01-02	2020-01-01 00:13:47	2020-01-02 03:42:08	2020-01-01 00:13:47.000	2020-01-02 03:42:08.000	827	99728	50277.5	5027750	827	99728	50277.5	5027750	-32741	32194	4402.3	440230	-124	127	-0.9	-90
+828	2	10818	99729	2.48648	299.48648	150.98648	15098.64864	2.48648	299.48648	150.98648	15098.64837	2.48648	299.48648	150.98648	15098.64800	2020-01-01	2020-01-02	2020-01-01 00:13:48	2020-01-02 03:42:09	2020-01-01 00:13:48.000	2020-01-02 03:42:09.000	828	99729	50278.5	5027850	828	99729	50278.5	5027850	-32740	32195	4403.3	440330	-128	127	-2.46	-246
+829	2	10819	99730	2.48948	299.48948	150.98948	15098.94894	2.48948	299.4895	150.98948	15098.94896	2.48948	299.48948	150.98948	15098.94800	2020-01-01	2020-01-02	2020-01-01 00:13:49	2020-01-02 03:42:10	2020-01-01 00:13:49.000	2020-01-02 03:42:10.000	829	99730	50279.5	5027950	829	99730	50279.5	5027950	-32739	32196	4404.3	440430	-128	123	-4.02	-402
+83	2	10073	99983	0.24924	300.24924	150.24924	15175.17417	0.24924	300.24924	150.24924	15175.17417	0.24924	300.24924	150.24924	15175.17324	2020-01-01	2020-01-02	2020-01-01 00:01:23	2020-01-02 03:46:23	2020-01-01 00:01:23.000	2020-01-02 03:46:23.000	83	99983	50033	5053333	83	99983	50033	5053333	-32486	32449	4612.009900990099	465813	-125	126	-1.0594059405940595	-107
+830	2	10820	99731	2.49249	299.49249	150.99249	15099.24924	2.49249	299.4925	150.99249	15099.24926	2.49249	299.49249	150.99249	15099.24900	2020-01-01	2020-01-02	2020-01-01 00:13:50	2020-01-02 03:42:11	2020-01-01 00:13:50.000	2020-01-02 03:42:11.000	830	99731	50280.5	5028050	830	99731	50280.5	5028050	-32738	32197	4405.3	440530	-127	124	-3.02	-302
+831	2	10821	99732	2.49549	299.49549	150.99549	15099.54954	2.49549	299.49548	150.99549	15099.54956	2.49549	299.49549	150.99549	15099.54900	2020-01-01	2020-01-02	2020-01-01 00:13:51	2020-01-02 03:42:12	2020-01-01 00:13:51.000	2020-01-02 03:42:12.000	831	99732	50281.5	5028150	831	99732	50281.5	5028150	-32737	32198	4406.3	440630	-126	125	-2.02	-202
+832	2	10822	99733	2.49849	299.49849	150.99849	15099.84984	2.49849	299.4985	150.9985	15099.85016	2.49849	299.49849	150.99849	15099.84900	2020-01-01	2020-01-02	2020-01-01 00:13:52	2020-01-02 03:42:13	2020-01-01 00:13:52.000	2020-01-02 03:42:13.000	832	99733	50282.5	5028250	832	99733	50282.5	5028250	-32736	32199	4407.3	440730	-125	126	-1.02	-102
+833	2	10823	99734	2.5015	299.5015	151.0015	15100.15015	2.5015	299.5015	151.00149	15100.14983	2.50150	299.50150	151.00150	15100.15000	2020-01-01	2020-01-02	2020-01-01 00:13:53	2020-01-02 03:42:14	2020-01-01 00:13:53.000	2020-01-02 03:42:14.000	833	99734	50283.5	5028350	833	99734	50283.5	5028350	-32735	32200	4408.3	440830	-124	127	-0.02	-2
+834	2	10824	99735	2.5045	299.5045	151.0045	15100.45045	2.5045	299.50452	151.0045	15100.45043	2.50450	299.50450	151.00450	15100.45000	2020-01-01	2020-01-02	2020-01-01 00:13:54	2020-01-02 03:42:15	2020-01-01 00:13:54.000	2020-01-02 03:42:15.000	834	99735	50284.5	5028450	834	99735	50284.5	5028450	-32734	32201	4409.3	440930	-128	127	-1.58	-158
+835	2	10825	99736	2.5075	299.5075	151.0075	15100.75075	2.5075	299.5075	151.0075	15100.75073	2.50750	299.50750	151.00750	15100.75000	2020-01-01	2020-01-02	2020-01-01 00:13:55	2020-01-02 03:42:16	2020-01-01 00:13:55.000	2020-01-02 03:42:16.000	835	99736	50285.5	5028550	835	99736	50285.5	5028550	-32733	32202	4410.3	441030	-128	123	-3.14	-314
+836	2	10826	99737	2.51051	299.51051	151.01051	15101.05105	2.51051	299.5105	151.01051	15101.05103	2.51051	299.51051	151.01051	15101.05100	2020-01-01	2020-01-02	2020-01-01 00:13:56	2020-01-02 03:42:17	2020-01-01 00:13:56.000	2020-01-02 03:42:17.000	836	99737	50286.5	5028650	836	99737	50286.5	5028650	-32732	32203	4411.3	441130	-127	124	-2.14	-214
+837	2	10827	99738	2.51351	299.51351	151.01351	15101.35135	2.51351	299.51352	151.01351	15101.35162	2.51351	299.51351	151.01351	15101.35100	2020-01-01	2020-01-02	2020-01-01 00:13:57	2020-01-02 03:42:18	2020-01-01 00:13:57.000	2020-01-02 03:42:18.000	837	99738	50287.5	5028750	837	99738	50287.5	5028750	-32731	32204	4412.3	441230	-126	125	-1.14	-114
+838	2	10828	99739	2.51651	299.51651	151.01651	15101.65165	2.51651	299.5165	151.01651	15101.6513	2.51651	299.51651	151.01651	15101.65100	2020-01-01	2020-01-02	2020-01-01 00:13:58	2020-01-02 03:42:19	2020-01-01 00:13:58.000	2020-01-02 03:42:19.000	838	99739	50288.5	5028850	838	99739	50288.5	5028850	-32730	32205	4413.3	441330	-125	126	-0.14	-14
+839	2	10829	99740	2.51951	299.51951	151.01951	15101.95195	2.51951	299.51953	151.01951	15101.9519	2.51951	299.51951	151.01951	15101.95100	2020-01-01	2020-01-02	2020-01-01 00:13:59	2020-01-02 03:42:20	2020-01-01 00:13:59.000	2020-01-02 03:42:20.000	839	99740	50289.5	5028950	839	99740	50289.5	5028950	-32729	32206	4414.3	441430	-124	127	0.86	86
+84	2	10074	99984	0.25225	300.25225	150.25225	15175.47747	0.25225	300.25226	150.25225	15175.47778	0.25225	300.25225	150.25225	15175.47725	2020-01-01	2020-01-02	2020-01-01 00:01:24	2020-01-02 03:46:24	2020-01-01 00:01:24.000	2020-01-02 03:46:24.000	84	99984	50034	5053434	84	99984	50034	5053434	-32485	32450	4613.009900990099	465914	-124	127	-0.0594059405940594	-6
+840	2	10830	99741	2.52252	299.52252	151.02252	15102.25225	2.52252	299.52252	151.02252	15102.2522	2.52252	299.52252	151.02252	15102.25200	2020-01-01	2020-01-02	2020-01-01 00:14:00	2020-01-02 03:42:21	2020-01-01 00:14:00.000	2020-01-02 03:42:21.000	840	99741	50290.5	5029050	840	99741	50290.5	5029050	-32728	32207	4415.3	441530	-128	127	-0.7	-70
+841	2	10831	99742	2.52552	299.52552	151.02552	15102.55255	2.52552	299.5255	151.02552	15102.5525	2.52552	299.52552	151.02552	15102.55200	2020-01-01	2020-01-02	2020-01-01 00:14:01	2020-01-02 03:42:22	2020-01-01 00:14:01.000	2020-01-02 03:42:22.000	841	99742	50291.5	5029150	841	99742	50291.5	5029150	-32727	32208	4416.3	441630	-128	127	-2.26	-226
+842	2	10832	99743	2.52852	299.52852	151.02852	15102.85285	2.52852	299.52853	151.02853	15102.85313	2.52852	299.52852	151.02852	15102.85200	2020-01-01	2020-01-02	2020-01-01 00:14:02	2020-01-02 03:42:23	2020-01-01 00:14:02.000	2020-01-02 03:42:23.000	842	99743	50292.5	5029250	842	99743	50292.5	5029250	-32726	32209	4417.3	441730	-128	123	-3.82	-382
+843	2	10833	99744	2.53153	299.53153	151.03153	15103.15315	2.53153	299.53152	151.03152	15103.15278	2.53153	299.53153	151.03153	15103.15300	2020-01-01	2020-01-02	2020-01-01 00:14:03	2020-01-02 03:42:24	2020-01-01 00:14:03.000	2020-01-02 03:42:24.000	843	99744	50293.5	5029350	843	99744	50293.5	5029350	-32725	32210	4418.3	441830	-127	124	-2.82	-282
+844	2	10834	99745	2.53453	299.53453	151.03453	15103.45345	2.53453	299.53455	151.03453	15103.45353	2.53453	299.53453	151.03453	15103.45300	2020-01-01	2020-01-02	2020-01-01 00:14:04	2020-01-02 03:42:25	2020-01-01 00:14:04.000	2020-01-02 03:42:25.000	844	99745	50294.5	5029450	844	99745	50294.5	5029450	-32724	32211	4419.3	441930	-126	125	-1.82	-182
+845	2	10835	99746	2.53753	299.53753	151.03753	15103.75375	2.53753	299.53754	151.03753	15103.75366	2.53753	299.53753	151.03753	15103.75300	2020-01-01	2020-01-02	2020-01-01 00:14:05	2020-01-02 03:42:26	2020-01-01 00:14:05.000	2020-01-02 03:42:26.000	845	99746	50295.5	5029550	845	99746	50295.5	5029550	-32723	32212	4420.3	442030	-125	126	-0.82	-82
+846	2	10836	99747	2.54054	299.54054	151.04054	15104.05405	2.54054	299.54053	151.04053	15104.05397	2.54054	299.54054	151.04054	15104.05400	2020-01-01	2020-01-02	2020-01-01 00:14:06	2020-01-02 03:42:27	2020-01-01 00:14:06.000	2020-01-02 03:42:27.000	846	99747	50296.5	5029650	846	99747	50296.5	5029650	-32722	32213	4421.3	442130	-124	127	0.18	18
+847	2	10837	99748	2.54354	299.54354	151.04354	15104.35435	2.54354	299.54355	151.04354	15104.3546	2.54354	299.54354	151.04354	15104.35400	2020-01-01	2020-01-02	2020-01-01 00:14:07	2020-01-02 03:42:28	2020-01-01 00:14:07.000	2020-01-02 03:42:28.000	847	99748	50297.5	5029750	847	99748	50297.5	5029750	-32721	32214	4422.3	442230	-128	127	-1.38	-138
+848	2	10838	99749	2.54654	299.54654	151.04654	15104.65465	2.54654	299.54654	151.04654	15104.65425	2.54654	299.54654	151.04654	15104.65400	2020-01-01	2020-01-02	2020-01-01 00:14:08	2020-01-02 03:42:29	2020-01-01 00:14:08.000	2020-01-02 03:42:29.000	848	99749	50298.5	5029850	848	99749	50298.5	5029850	-32720	32215	4423.3	442330	-128	123	-2.94	-294
+849	2	10839	99750	2.54954	299.54954	151.04954	15104.95495	2.54954	299.54956	151.04954	15104.95499	2.54954	299.54954	151.04954	15104.95400	2020-01-01	2020-01-02	2020-01-01 00:14:09	2020-01-02 03:42:30	2020-01-01 00:14:09.000	2020-01-02 03:42:30.000	849	99750	50299.5	5029950	849	99750	50299.5	5029950	-32719	32216	4424.3	442430	-127	124	-1.94	-194
+85	2	10075	99985	0.25525	300.25525	150.25525	15175.78078	0.25525	300.25525	150.25525	15175.78046	0.25525	300.25525	150.25525	15175.78025	2020-01-01	2020-01-02	2020-01-01 00:01:25	2020-01-02 03:46:25	2020-01-01 00:01:25.000	2020-01-02 03:46:25.000	85	99985	50035	5053535	85	99985	50035	5053535	-32484	32451	4614.009900990099	466015	-128	127	-1.5940594059405941	-161
+850	2	10840	99751	2.55255	299.55255	151.05255	15105.25525	2.55255	299.55255	151.05255	15105.25514	2.55255	299.55255	151.05255	15105.25500	2020-01-01	2020-01-02	2020-01-01 00:14:10	2020-01-02 03:42:31	2020-01-01 00:14:10.000	2020-01-02 03:42:31.000	850	99751	50300.5	5030050	850	99751	50300.5	5030050	-32718	32217	4425.3	442530	-126	125	-0.94	-94
+851	2	10841	99752	2.55555	299.55555	151.05555	15105.55555	2.55555	299.55554	151.05555	15105.55547	2.55555	299.55555	151.05555	15105.55500	2020-01-01	2020-01-02	2020-01-01 00:14:11	2020-01-02 03:42:32	2020-01-01 00:14:11.000	2020-01-02 03:42:32.000	851	99752	50301.5	5030150	851	99752	50301.5	5030150	-32717	32218	4426.3	442630	-125	126	0.06	6
+852	2	10842	99753	2.55855	299.55855	151.05855	15105.85585	2.55855	299.55856	151.05856	15105.85607	2.55855	299.55855	151.05855	15105.85500	2020-01-01	2020-01-02	2020-01-01 00:14:12	2020-01-02 03:42:33	2020-01-01 00:14:12.000	2020-01-02 03:42:33.000	852	99753	50302.5	5030250	852	99753	50302.5	5030250	-32716	32219	4427.3	442730	-124	127	1.06	106
+853	2	10843	99754	2.56156	299.56156	151.06156	15106.15615	2.56156	299.56155	151.06155	15106.15571	2.56156	299.56156	151.06156	15106.15600	2020-01-01	2020-01-02	2020-01-01 00:14:13	2020-01-02 03:42:34	2020-01-01 00:14:13.000	2020-01-02 03:42:34.000	853	99754	50303.5	5030350	853	99754	50303.5	5030350	-32715	32220	4428.3	442830	-128	127	-0.5	-50
+854	2	10844	99755	2.56456	299.56456	151.06456	15106.45645	2.56456	299.56458	151.06456	15106.45646	2.56456	299.56456	151.06456	15106.45600	2020-01-01	2020-01-02	2020-01-01 00:14:14	2020-01-02 03:42:35	2020-01-01 00:14:14.000	2020-01-02 03:42:35.000	854	99755	50304.5	5030450	854	99755	50304.5	5030450	-32714	32221	4429.3	442930	-128	123	-2.06	-206
+855	2	10845	99756	2.56756	299.56756	151.06756	15106.75675	2.56756	299.56757	151.06756	15106.75661	2.56756	299.56756	151.06756	15106.75600	2020-01-01	2020-01-02	2020-01-01 00:14:15	2020-01-02 03:42:36	2020-01-01 00:14:15.000	2020-01-02 03:42:36.000	855	99756	50305.5	5030550	855	99756	50305.5	5030550	-32713	32222	4430.3	443030	-127	124	-1.06	-106
+856	2	10846	99757	2.57057	299.57057	151.07057	15107.05705	2.57057	299.57056	151.07056	15107.05694	2.57057	299.57057	151.07057	15107.05700	2020-01-01	2020-01-02	2020-01-01 00:14:16	2020-01-02 03:42:37	2020-01-01 00:14:16.000	2020-01-02 03:42:37.000	856	99757	50306.5	5030650	856	99757	50306.5	5030650	-32712	32223	4431.3	443130	-126	125	-0.06	-6
+857	2	10847	99758	2.57357	299.57357	151.07357	15107.35735	2.57357	299.57358	151.07357	15107.35754	2.57357	299.57357	151.07357	15107.35700	2020-01-01	2020-01-02	2020-01-01 00:14:17	2020-01-02 03:42:38	2020-01-01 00:14:17.000	2020-01-02 03:42:38.000	857	99758	50307.5	5030750	857	99758	50307.5	5030750	-32711	32224	4432.3	443230	-125	126	0.94	94
+858	2	10848	99759	2.57657	299.57657	151.07657	15107.65765	2.57657	299.57657	151.07657	15107.65783	2.57657	299.57657	151.07657	15107.65700	2020-01-01	2020-01-02	2020-01-01 00:14:18	2020-01-02 03:42:39	2020-01-01 00:14:18.000	2020-01-02 03:42:39.000	858	99759	50308.5	5030850	858	99759	50308.5	5030850	-32710	32225	4433.3	443330	-124	127	1.94	194
+859	2	10849	99760	2.57957	299.57957	151.07957	15107.95795	2.57957	299.5796	151.07957	15107.95794	2.57957	299.57957	151.07957	15107.95700	2020-01-01	2020-01-02	2020-01-01 00:14:19	2020-01-02 03:42:40	2020-01-01 00:14:19.000	2020-01-02 03:42:40.000	859	99760	50309.5	5030950	859	99760	50309.5	5030950	-32709	32226	4434.3	443430	-128	127	0.38	38
+86	2	10076	99986	0.25825	300.25825	150.25825	15176.08408	0.25825	300.25827	150.25825	15176.08406	0.25825	300.25825	150.25825	15176.08325	2020-01-01	2020-01-02	2020-01-01 00:01:26	2020-01-02 03:46:26	2020-01-01 00:01:26.000	2020-01-02 03:46:26.000	86	99986	50036	5053636	86	99986	50036	5053636	-32483	32452	4615.009900990099	466116	-128	123	-3.128712871287129	-316
+860	2	10850	99761	2.58258	299.58258	151.08258	15108.25825	2.58258	299.58258	151.08258	15108.25811	2.58258	299.58258	151.08258	15108.25800	2020-01-01	2020-01-02	2020-01-01 00:14:20	2020-01-02 03:42:41	2020-01-01 00:14:20.000	2020-01-02 03:42:41.000	860	99761	50310.5	5031050	860	99761	50310.5	5031050	-32708	32227	4435.3	443530	-128	123	-1.18	-118
+861	2	10851	99762	2.58558	299.58558	151.08558	15108.55855	2.58558	299.58557	151.08558	15108.55841	2.58558	299.58558	151.08558	15108.55800	2020-01-01	2020-01-02	2020-01-01 00:14:21	2020-01-02 03:42:42	2020-01-01 00:14:21.000	2020-01-02 03:42:42.000	861	99762	50311.5	5031150	861	99762	50311.5	5031150	-32707	32228	4436.3	443630	-127	124	-0.18	-18
+862	2	10852	99763	2.58858	299.58858	151.08858	15108.85885	2.58858	299.5886	151.08859	15108.85901	2.58858	299.58858	151.08858	15108.85800	2020-01-01	2020-01-02	2020-01-01 00:14:22	2020-01-02 03:42:43	2020-01-01 00:14:22.000	2020-01-02 03:42:43.000	862	99763	50312.5	5031250	862	99763	50312.5	5031250	-32706	32229	4437.3	443730	-126	125	0.82	82
+863	2	10853	99764	2.59159	299.59159	151.09159	15109.15915	2.59159	299.59158	151.09159	15109.1593	2.59159	299.59159	151.09159	15109.15900	2020-01-01	2020-01-02	2020-01-01 00:14:23	2020-01-02 03:42:44	2020-01-01 00:14:23.000	2020-01-02 03:42:44.000	863	99764	50313.5	5031350	863	99764	50313.5	5031350	-32705	32230	4438.3	443830	-125	126	1.82	182
+864	2	10854	99765	2.59459	299.59459	151.09459	15109.45945	2.59459	299.5946	151.09459	15109.45941	2.59459	299.59459	151.09459	15109.45900	2020-01-01	2020-01-02	2020-01-01 00:14:24	2020-01-02 03:42:45	2020-01-01 00:14:24.000	2020-01-02 03:42:45.000	864	99765	50314.5	5031450	864	99765	50314.5	5031450	-32704	32231	4439.3	443930	-124	127	2.82	282
+865	2	10855	99766	2.59759	299.59759	151.09759	15109.75975	2.59759	299.5976	151.09759	15109.75958	2.59759	299.59759	151.09759	15109.75900	2020-01-01	2020-01-02	2020-01-01 00:14:25	2020-01-02 03:42:46	2020-01-01 00:14:25.000	2020-01-02 03:42:46.000	865	99766	50315.5	5031550	865	99766	50315.5	5031550	-32703	32232	4440.3	444030	-128	127	1.26	126
+866	2	10856	99767	2.6006	299.6006	151.1006	15110.06006	2.6006	299.6006	151.10059	15110.05988	2.60060	299.60060	151.10060	15110.06000	2020-01-01	2020-01-02	2020-01-01 00:14:26	2020-01-02 03:42:47	2020-01-01 00:14:26.000	2020-01-02 03:42:47.000	866	99767	50316.5	5031650	866	99767	50316.5	5031650	-32702	32233	4441.3	444130	-128	127	-0.3	-30
+867	2	10857	99768	2.6036	299.6036	151.1036	15110.36036	2.6036	299.6036	151.1036	15110.36063	2.60360	299.60360	151.10360	15110.36000	2020-01-01	2020-01-02	2020-01-01 00:14:27	2020-01-02 03:42:48	2020-01-01 00:14:27.000	2020-01-02 03:42:48.000	867	99768	50317.5	5031750	867	99768	50317.5	5031750	-32701	32234	4442.3	444230	-128	123	-1.86	-186
+868	2	10858	99769	2.6066	299.6066	151.1066	15110.66066	2.6066	299.6066	151.1066	15110.66078	2.60660	299.60660	151.10660	15110.66000	2020-01-01	2020-01-02	2020-01-01 00:14:28	2020-01-02 03:42:49	2020-01-01 00:14:28.000	2020-01-02 03:42:49.000	868	99769	50318.5	5031850	868	99769	50318.5	5031850	-32700	32235	4443.3	444330	-127	124	-0.86	-86
+869	2	10859	99770	2.6096	299.6096	151.1096	15110.96096	2.6096	299.60962	151.1096	15110.96091	2.60960	299.60960	151.10960	15110.96000	2020-01-01	2020-01-02	2020-01-01 00:14:29	2020-01-02 03:42:50	2020-01-01 00:14:29.000	2020-01-02 03:42:50.000	869	99770	50319.5	5031950	869	99770	50319.5	5031950	-32699	32236	4444.3	444430	-126	125	0.14	14
+87	2	10077	99987	0.26126	300.26126	150.26126	15176.38738	0.26126	300.26126	150.26126	15176.38736	0.26126	300.26126	150.26126	15176.38726	2020-01-01	2020-01-02	2020-01-01 00:01:27	2020-01-02 03:46:27	2020-01-01 00:01:27.000	2020-01-02 03:46:27.000	87	99987	50037	5053737	87	99987	50037	5053737	-32482	32453	4616.009900990099	466217	-127	124	-2.128712871287129	-215
+870	2	10860	99771	2.61261	299.61261	151.11261	15111.26126	2.61261	299.6126	151.11261	15111.26105	2.61261	299.61261	151.11261	15111.26100	2020-01-01	2020-01-02	2020-01-01 00:14:30	2020-01-02 03:42:51	2020-01-01 00:14:30.000	2020-01-02 03:42:51.000	870	99771	50320.5	5032050	870	99771	50320.5	5032050	-32698	32237	4445.3	444530	-125	126	1.14	114
+871	2	10861	99772	2.61561	299.61561	151.11561	15111.56156	2.61561	299.6156	151.11561	15111.56135	2.61561	299.61561	151.11561	15111.56100	2020-01-01	2020-01-02	2020-01-01 00:14:31	2020-01-02 03:42:52	2020-01-01 00:14:31.000	2020-01-02 03:42:52.000	871	99772	50321.5	5032150	871	99772	50321.5	5032150	-32697	32238	4446.3	444630	-124	127	2.14	214
+872	2	10862	99773	2.61861	299.61861	151.11861	15111.86186	2.61861	299.61862	151.11862	15111.8621	2.61861	299.61861	151.11861	15111.86100	2020-01-01	2020-01-02	2020-01-01 00:14:32	2020-01-02 03:42:53	2020-01-01 00:14:32.000	2020-01-02 03:42:53.000	872	99773	50322.5	5032250	872	99773	50322.5	5032250	-32696	32239	4447.3	444730	-128	127	0.58	58
+873	2	10863	99774	2.62162	299.62162	151.12162	15112.16216	2.62162	299.6216	151.12162	15112.16224	2.62162	299.62162	151.12162	15112.16200	2020-01-01	2020-01-02	2020-01-01 00:14:33	2020-01-02 03:42:54	2020-01-01 00:14:33.000	2020-01-02 03:42:54.000	873	99774	50323.5	5032350	873	99774	50323.5	5032350	-32695	32240	4448.3	444830	-128	123	-0.98	-98
+874	2	10864	99775	2.62462	299.62462	151.12462	15112.46246	2.62462	299.62463	151.12462	15112.46238	2.62462	299.62462	151.12462	15112.46200	2020-01-01	2020-01-02	2020-01-01 00:14:34	2020-01-02 03:42:55	2020-01-01 00:14:34.000	2020-01-02 03:42:55.000	874	99775	50324.5	5032450	874	99775	50324.5	5032450	-32694	32241	4449.3	444930	-127	124	0.02	2
+875	2	10865	99776	2.62762	299.62762	151.12762	15112.76276	2.62762	299.62762	151.12762	15112.76252	2.62762	299.62762	151.12762	15112.76200	2020-01-01	2020-01-02	2020-01-01 00:14:35	2020-01-02 03:42:56	2020-01-01 00:14:35.000	2020-01-02 03:42:56.000	875	99776	50325.5	5032550	875	99776	50325.5	5032550	-32693	32242	4450.3	445030	-126	125	1.02	102
+876	2	10866	99777	2.63063	299.63063	151.13063	15113.06306	2.63063	299.63065	151.13063	15113.06327	2.63063	299.63063	151.13063	15113.06300	2020-01-01	2020-01-02	2020-01-01 00:14:36	2020-01-02 03:42:57	2020-01-01 00:14:36.000	2020-01-02 03:42:57.000	876	99777	50326.5	5032650	876	99777	50326.5	5032650	-32692	32243	4451.3	445130	-125	126	2.02	202
+877	2	10867	99778	2.63363	299.63363	151.13363	15113.36336	2.63363	299.63364	151.13363	15113.36358	2.63363	299.63363	151.13363	15113.36300	2020-01-01	2020-01-02	2020-01-01 00:14:37	2020-01-02 03:42:58	2020-01-01 00:14:37.000	2020-01-02 03:42:58.000	877	99778	50327.5	5032750	877	99778	50327.5	5032750	-32691	32244	4452.3	445230	-124	127	3.02	302
+878	2	10868	99779	2.63663	299.63663	151.13663	15113.66366	2.63663	299.63663	151.13663	15113.66371	2.63663	299.63663	151.13663	15113.66300	2020-01-01	2020-01-02	2020-01-01 00:14:38	2020-01-02 03:42:59	2020-01-01 00:14:38.000	2020-01-02 03:42:59.000	878	99779	50328.5	5032850	878	99779	50328.5	5032850	-32690	32245	4453.3	445330	-128	127	1.46	146
+879	2	10869	99780	2.63963	299.63963	151.13963	15113.96396	2.63963	299.63965	151.13963	15113.96385	2.63963	299.63963	151.13963	15113.96300	2020-01-01	2020-01-02	2020-01-01 00:14:39	2020-01-02 03:43:00	2020-01-01 00:14:39.000	2020-01-02 03:43:00.000	879	99780	50329.5	5032950	879	99780	50329.5	5032950	-32689	32246	4454.3	445430	-128	123	-0.1	-10
+88	2	10078	99988	0.26426	300.26426	150.26426	15176.69069	0.26426	300.26425	150.26426	15176.69066	0.26426	300.26426	150.26426	15176.69026	2020-01-01	2020-01-02	2020-01-01 00:01:28	2020-01-02 03:46:28	2020-01-01 00:01:28.000	2020-01-02 03:46:28.000	88	99988	50038	5053838	88	99988	50038	5053838	-32481	32454	4617.009900990099	466318	-126	125	-1.1287128712871286	-114
+880	2	10870	99781	2.64264	299.64264	151.14264	15114.26426	2.64264	299.64264	151.14263	15114.26399	2.64264	299.64264	151.14264	15114.26400	2020-01-01	2020-01-02	2020-01-01 00:14:40	2020-01-02 03:43:01	2020-01-01 00:14:40.000	2020-01-02 03:43:01.000	880	99781	50330.5	5033050	880	99781	50330.5	5033050	-32688	32247	4455.3	445530	-127	124	0.9	90
+881	2	10871	99782	2.64564	299.64564	151.14564	15114.56456	2.64564	299.64566	151.14564	15114.56474	2.64564	299.64564	151.14564	15114.56400	2020-01-01	2020-01-02	2020-01-01 00:14:41	2020-01-02 03:43:02	2020-01-01 00:14:41.000	2020-01-02 03:43:02.000	881	99782	50331.5	5033150	881	99782	50331.5	5033150	-32687	32248	4456.3	445630	-126	125	1.9	190
+882	2	10872	99783	2.64864	299.64864	151.14864	15114.86486	2.64864	299.64865	151.14865	15114.86504	2.64864	299.64864	151.14864	15114.86400	2020-01-01	2020-01-02	2020-01-01 00:14:42	2020-01-02 03:43:03	2020-01-01 00:14:42.000	2020-01-02 03:43:03.000	882	99783	50332.5	5033250	882	99783	50332.5	5033250	-32686	32249	4457.3	445730	-125	126	2.9	290
+883	2	10873	99784	2.65165	299.65165	151.15165	15115.16516	2.65165	299.65164	151.15165	15115.16522	2.65165	299.65165	151.15165	15115.16500	2020-01-01	2020-01-02	2020-01-01 00:14:43	2020-01-02 03:43:04	2020-01-01 00:14:43.000	2020-01-02 03:43:04.000	883	99784	50333.5	5033350	883	99784	50333.5	5033350	-32685	32250	4458.3	445830	-124	127	3.9	390
+884	2	10874	99785	2.65465	299.65465	151.15465	15115.46546	2.65465	299.65466	151.15465	15115.46532	2.65465	299.65465	151.15465	15115.46500	2020-01-01	2020-01-02	2020-01-01 00:14:44	2020-01-02 03:43:05	2020-01-01 00:14:44.000	2020-01-02 03:43:05.000	884	99785	50334.5	5033450	884	99785	50334.5	5033450	-32684	32251	4459.3	445930	-128	127	2.34	234
+885	2	10875	99786	2.65765	299.65765	151.15765	15115.76576	2.65765	299.65765	151.15765	15115.76562	2.65765	299.65765	151.15765	15115.76500	2020-01-01	2020-01-02	2020-01-01 00:14:45	2020-01-02 03:43:06	2020-01-01 00:14:45.000	2020-01-02 03:43:06.000	885	99786	50335.5	5033550	885	99786	50335.5	5033550	-32683	32252	4460.3	446030	-128	123	0.78	78
+886	2	10876	99787	2.66066	299.66066	151.16066	15116.06606	2.66066	299.66068	151.16066	15116.06621	2.66066	299.66066	151.16066	15116.06600	2020-01-01	2020-01-02	2020-01-01 00:14:46	2020-01-02 03:43:07	2020-01-01 00:14:46.000	2020-01-02 03:43:07.000	886	99787	50336.5	5033650	886	99787	50336.5	5033650	-32682	32253	4461.3	446130	-127	124	1.78	178
+887	2	10877	99788	2.66366	299.66366	151.16366	15116.36636	2.66366	299.66367	151.16366	15116.36651	2.66366	299.66366	151.16366	15116.36600	2020-01-01	2020-01-02	2020-01-01 00:14:47	2020-01-02 03:43:08	2020-01-01 00:14:47.000	2020-01-02 03:43:08.000	887	99788	50337.5	5033750	887	99788	50337.5	5033750	-32681	32254	4462.3	446230	-126	125	2.78	278
+888	2	10878	99789	2.66666	299.66666	151.16666	15116.66666	2.66666	299.66666	151.16666	15116.66669	2.66666	299.66666	151.16666	15116.66600	2020-01-01	2020-01-02	2020-01-01 00:14:48	2020-01-02 03:43:09	2020-01-01 00:14:48.000	2020-01-02 03:43:09.000	888	99789	50338.5	5033850	888	99789	50338.5	5033850	-32680	32255	4463.3	446330	-125	126	3.78	378
+889	2	10879	99790	2.66966	299.66966	151.16966	15116.96696	2.66966	299.66968	151.16966	15116.96679	2.66966	299.66966	151.16966	15116.96600	2020-01-01	2020-01-02	2020-01-01 00:14:49	2020-01-02 03:43:10	2020-01-01 00:14:49.000	2020-01-02 03:43:10.000	889	99790	50339.5	5033950	889	99790	50339.5	5033950	-32679	32256	4464.3	446430	-124	127	4.78	478
+89	2	10079	99989	0.26726	300.26726	150.26726	15176.99399	0.26726	300.26727	150.26727	15176.9943	0.26726	300.26726	150.26726	15176.99326	2020-01-01	2020-01-02	2020-01-01 00:01:29	2020-01-02 03:46:29	2020-01-01 00:01:29.000	2020-01-02 03:46:29.000	89	99989	50039	5053939	89	99989	50039	5053939	-32480	32455	4618.009900990099	466419	-125	126	-0.12871287128712872	-13
+890	2	10880	99791	2.67267	299.67267	151.17267	15117.26726	2.67267	299.67267	151.17267	15117.26708	2.67267	299.67267	151.17267	15117.26700	2020-01-01	2020-01-02	2020-01-01 00:14:50	2020-01-02 03:43:11	2020-01-01 00:14:50.000	2020-01-02 03:43:11.000	890	99791	50340.5	5034050	890	99791	50340.5	5034050	-32678	32257	4465.3	446530	-128	127	3.22	322
+891	2	10881	99792	2.67567	299.67567	151.17567	15117.56756	2.67567	299.6757	151.17567	15117.56768	2.67567	299.67567	151.17567	15117.56700	2020-01-01	2020-01-02	2020-01-01 00:14:51	2020-01-02 03:43:12	2020-01-01 00:14:51.000	2020-01-02 03:43:12.000	891	99792	50341.5	5034150	891	99792	50341.5	5034150	-32677	32258	4466.3	446630	-128	127	1.66	166
+892	2	10882	99793	2.67867	299.67867	151.17867	15117.86786	2.67867	299.67868	151.17868	15117.86802	2.67867	299.67867	151.17867	15117.86700	2020-01-01	2020-01-02	2020-01-01 00:14:52	2020-01-02 03:43:13	2020-01-01 00:14:52.000	2020-01-02 03:43:13.000	892	99793	50342.5	5034250	892	99793	50342.5	5034250	-32676	32259	4467.3	446730	-128	124	0.1	10
+893	2	10883	99794	2.68168	299.68168	151.18168	15118.16816	2.68168	299.68167	151.18168	15118.16816	2.68168	299.68168	151.18168	15118.16800	2020-01-01	2020-01-02	2020-01-01 00:14:53	2020-01-02 03:43:14	2020-01-01 00:14:53.000	2020-01-02 03:43:14.000	893	99794	50343.5	5034350	893	99794	50343.5	5034350	-32675	32260	4468.3	446830	-127	125	1.1	110
+894	2	10884	99795	2.68468	299.68468	151.18468	15118.46846	2.68468	299.6847	151.18468	15118.46826	2.68468	299.68468	151.18468	15118.46800	2020-01-01	2020-01-02	2020-01-01 00:14:54	2020-01-02 03:43:15	2020-01-01 00:14:54.000	2020-01-02 03:43:15.000	894	99795	50344.5	5034450	894	99795	50344.5	5034450	-32674	32261	4469.3	446930	-126	126	2.1	210
+895	2	10885	99796	2.68768	299.68768	151.18768	15118.76876	2.68768	299.68768	151.18768	15118.76855	2.68768	299.68768	151.18768	15118.76800	2020-01-01	2020-01-02	2020-01-01 00:14:55	2020-01-02 03:43:16	2020-01-01 00:14:55.000	2020-01-02 03:43:16.000	895	99796	50345.5	5034550	895	99796	50345.5	5034550	-32673	32262	4470.3	447030	-125	127	3.1	310
+896	2	10886	99797	2.69069	299.69069	151.19069	15119.06906	2.69069	299.6907	151.19069	15119.06915	2.69069	299.69069	151.19069	15119.06900	2020-01-01	2020-01-02	2020-01-01 00:14:56	2020-01-02 03:43:17	2020-01-01 00:14:56.000	2020-01-02 03:43:17.000	896	99797	50346.5	5034650	896	99797	50346.5	5034650	-32672	32263	4471.3	447130	-128	127	1.54	154
+897	2	10887	99798	2.69369	299.69369	151.19369	15119.36936	2.69369	299.6937	151.19369	15119.36949	2.69369	299.69369	151.19369	15119.36900	2020-01-01	2020-01-02	2020-01-01 00:14:57	2020-01-02 03:43:18	2020-01-01 00:14:57.000	2020-01-02 03:43:18.000	897	99798	50347.5	5034750	897	99798	50347.5	5034750	-32671	32264	4472.3	447230	-128	127	-0.02	-2
+898	2	10888	99799	2.69669	299.69669	151.19669	15119.66966	2.69669	299.6967	151.19669	15119.66963	2.69669	299.69669	151.19669	15119.66900	2020-01-01	2020-01-02	2020-01-01 00:14:58	2020-01-02 03:43:19	2020-01-01 00:14:58.000	2020-01-02 03:43:19.000	898	99799	50348.5	5034850	898	99799	50348.5	5034850	-32670	32265	4473.3	447330	-128	123	-1.58	-158
+899	2	10889	99800	2.69969	299.69969	151.19969	15119.96996	2.69969	299.6997	151.1997	15119.97038	2.69969	299.69969	151.19969	15119.96900	2020-01-01	2020-01-02	2020-01-01 00:14:59	2020-01-02 03:43:20	2020-01-01 00:14:59.000	2020-01-02 03:43:20.000	899	99800	50349.5	5034950	899	99800	50349.5	5034950	-32669	32266	4474.3	447430	-127	124	-0.58	-58
+9	2	1008	9999	0.02702	300.02702	150.02702	15152.72972	0.02702	300.02704	150.02702	15152.72966	0.02702	300.02702	150.02702	15152.72902	2020-01-01	2020-01-02	2020-01-01 00:00:09	2020-01-02 03:45:09	2020-01-01 00:00:09.000	2020-01-02 03:45:09.000	9	99909	49959	5045859	9	99909	49959	5045859	-32560	32375	4538.009900990099	458339	-124	127	0.9801980198019802	99
+90	2	10080	99990	0.27027	300.27027	150.27027	15177.29729	0.27027	300.27026	150.27026	15177.29694	0.27027	300.27027	150.27027	15177.29727	2020-01-01	2020-01-02	2020-01-01 00:01:30	2020-01-02 03:46:30	2020-01-01 00:01:30.000	2020-01-02 03:46:30.000	90	99990	50040	5054040	90	99990	50040	5054040	-32479	32456	4619.009900990099	466520	-124	127	0.8712871287128713	88
+900	2	10890	99801	2.7027	299.7027	151.2027	15120.27027	2.7027	299.7027	151.2027	15120.27003	2.70270	299.70270	151.20270	15120.27000	2020-01-01	2020-01-02	2020-01-01 00:15:00	2020-01-02 03:43:21	2020-01-01 00:15:00.000	2020-01-02 03:43:21.000	900	99801	50350.5	5035050	900	99801	50350.5	5035050	-32668	32267	4475.3	447530	-126	125	0.42	42
+901	2	10891	99802	2.7057	299.7057	151.2057	15120.57057	2.7057	299.70572	151.2057	15120.57066	2.70570	299.70570	151.20570	15120.57000	2020-01-01	2020-01-02	2020-01-01 00:15:01	2020-01-02 03:43:22	2020-01-01 00:15:01.000	2020-01-02 03:43:22.000	901	99802	50351.5	5035150	901	99802	50351.5	5035150	-32667	32268	4476.3	447630	-125	126	1.42	142
+902	2	10892	99803	2.7087	299.7087	151.2087	15120.87087	2.7087	299.7087	151.2087	15120.87095	2.70870	299.70870	151.20870	15120.87000	2020-01-01	2020-01-02	2020-01-01 00:15:02	2020-01-02 03:43:23	2020-01-01 00:15:02.000	2020-01-02 03:43:23.000	902	99803	50352.5	5035250	902	99803	50352.5	5035250	-32666	32269	4477.3	447730	-124	127	2.42	242
+903	2	10893	99804	2.71171	299.71171	151.21171	15121.17117	2.71171	299.7117	151.21171	15121.1711	2.71171	299.71171	151.21171	15121.17100	2020-01-01	2020-01-02	2020-01-01 00:15:03	2020-01-02 03:43:24	2020-01-01 00:15:03.000	2020-01-02 03:43:24.000	903	99804	50353.5	5035350	903	99804	50353.5	5035350	-32665	32270	4478.3	447830	-128	127	0.86	86
+904	2	10894	99805	2.71471	299.71471	151.21471	15121.47147	2.71471	299.71472	151.21471	15121.47185	2.71471	299.71471	151.21471	15121.47100	2020-01-01	2020-01-02	2020-01-01 00:15:04	2020-01-02 03:43:25	2020-01-01 00:15:04.000	2020-01-02 03:43:25.000	904	99805	50354.5	5035450	904	99805	50354.5	5035450	-32664	32271	4479.3	447930	-128	123	-0.7	-70
+905	2	10895	99806	2.71771	299.71771	151.21771	15121.77177	2.71771	299.7177	151.21771	15121.77149	2.71771	299.71771	151.21771	15121.77100	2020-01-01	2020-01-02	2020-01-01 00:15:05	2020-01-02 03:43:26	2020-01-01 00:15:05.000	2020-01-02 03:43:26.000	905	99806	50355.5	5035550	905	99806	50355.5	5035550	-32663	32272	4480.3	448030	-127	124	0.3	30
+906	2	10896	99807	2.72072	299.72072	151.22072	15122.07207	2.72072	299.72073	151.22072	15122.07212	2.72072	299.72072	151.22072	15122.07200	2020-01-01	2020-01-02	2020-01-01 00:15:06	2020-01-02 03:43:27	2020-01-01 00:15:06.000	2020-01-02 03:43:27.000	906	99807	50356.5	5035650	906	99807	50356.5	5035650	-32662	32273	4481.3	448130	-126	125	1.3	130
+907	2	10897	99808	2.72372	299.72372	151.22372	15122.37237	2.72372	299.72372	151.22372	15122.37243	2.72372	299.72372	151.22372	15122.37200	2020-01-01	2020-01-02	2020-01-01 00:15:07	2020-01-02 03:43:28	2020-01-01 00:15:07.000	2020-01-02 03:43:28.000	907	99808	50357.5	5035750	907	99808	50357.5	5035750	-32661	32274	4482.3	448230	-125	126	2.3	230
+908	2	10898	99809	2.72672	299.72672	151.22672	15122.67267	2.72672	299.7267	151.22672	15122.67272	2.72672	299.72672	151.22672	15122.67200	2020-01-01	2020-01-02	2020-01-01 00:15:08	2020-01-02 03:43:29	2020-01-01 00:15:08.000	2020-01-02 03:43:29.000	908	99809	50358.5	5035850	908	99809	50358.5	5035850	-32660	32275	4483.3	448330	-124	127	3.3	330
+909	2	10899	99810	2.72972	299.72972	151.22972	15122.97297	2.72972	299.72974	151.22973	15122.97332	2.72972	299.72972	151.22972	15122.97200	2020-01-01	2020-01-02	2020-01-01 00:15:09	2020-01-02 03:43:30	2020-01-01 00:15:09.000	2020-01-02 03:43:30.000	909	99810	50359.5	5035950	909	99810	50359.5	5035950	-32659	32276	4484.3	448430	-128	127	1.74	174
+91	2	10081	99991	0.27327	300.27327	150.27327	15177.6006	0.27327	300.2733	150.27327	15177.60054	0.27327	300.27327	150.27327	15177.60027	2020-01-01	2020-01-02	2020-01-01 00:01:31	2020-01-02 03:46:31	2020-01-01 00:01:31.000	2020-01-02 03:46:31.000	91	99991	50041	5054141	91	99991	50041	5054141	-32478	32457	4620.009900990099	466621	-128	127	-0.6633663366336634	-67
+910	2	10900	99811	2.73273	299.73273	151.23273	15123.27327	2.73273	299.73273	151.23272	15123.27296	2.73273	299.73273	151.23273	15123.27300	2020-01-01	2020-01-02	2020-01-01 00:15:10	2020-01-02 03:43:31	2020-01-01 00:15:10.000	2020-01-02 03:43:31.000	910	99811	50360.5	5036050	910	99811	50360.5	5036050	-32658	32277	4485.3	448530	-128	123	0.18	18
+911	2	10901	99812	2.73573	299.73573	151.23573	15123.57357	2.73573	299.73575	151.23573	15123.57359	2.73573	299.73573	151.23573	15123.57300	2020-01-01	2020-01-02	2020-01-01 00:15:11	2020-01-02 03:43:32	2020-01-01 00:15:11.000	2020-01-02 03:43:32.000	911	99812	50361.5	5036150	911	99812	50361.5	5036150	-32657	32278	4486.3	448630	-127	124	1.18	118
+912	2	10902	99813	2.73873	299.73873	151.23873	15123.87387	2.73873	299.73874	151.23873	15123.8739	2.73873	299.73873	151.23873	15123.87300	2020-01-01	2020-01-02	2020-01-01 00:15:12	2020-01-02 03:43:33	2020-01-01 00:15:12.000	2020-01-02 03:43:33.000	912	99813	50362.5	5036250	912	99813	50362.5	5036250	-32656	32279	4487.3	448730	-126	125	2.18	218
+913	2	10903	99814	2.74174	299.74174	151.24174	15124.17417	2.74174	299.74173	151.24174	15124.17419	2.74174	299.74174	151.24174	15124.17400	2020-01-01	2020-01-02	2020-01-01 00:15:13	2020-01-02 03:43:34	2020-01-01 00:15:13.000	2020-01-02 03:43:34.000	913	99814	50363.5	5036350	913	99814	50363.5	5036350	-32655	32280	4488.3	448830	-125	126	3.18	318
+914	2	10904	99815	2.74474	299.74474	151.24474	15124.47447	2.74474	299.74475	151.24474	15124.47479	2.74474	299.74474	151.24474	15124.47400	2020-01-01	2020-01-02	2020-01-01 00:15:14	2020-01-02 03:43:35	2020-01-01 00:15:14.000	2020-01-02 03:43:35.000	914	99815	50364.5	5036450	914	99815	50364.5	5036450	-32654	32281	4489.3	448930	-124	127	4.18	418
+915	2	10905	99816	2.74774	299.74774	151.24774	15124.77477	2.74774	299.74774	151.24774	15124.77447	2.74774	299.74774	151.24774	15124.77400	2020-01-01	2020-01-02	2020-01-01 00:15:15	2020-01-02 03:43:36	2020-01-01 00:15:15.000	2020-01-02 03:43:36.000	915	99816	50365.5	5036550	915	99816	50365.5	5036550	-32653	32282	4490.3	449030	-128	127	2.62	262
+916	2	10906	99817	2.75075	299.75075	151.25075	15125.07507	2.75075	299.75076	151.25075	15125.07507	2.75075	299.75075	151.25075	15125.07500	2020-01-01	2020-01-02	2020-01-01 00:15:16	2020-01-02 03:43:37	2020-01-01 00:15:16.000	2020-01-02 03:43:37.000	916	99817	50366.5	5036650	916	99817	50366.5	5036650	-32652	32283	4491.3	449130	-128	127	1.06	106
+917	2	10907	99818	2.75375	299.75375	151.25375	15125.37537	2.75375	299.75375	151.25375	15125.37536	2.75375	299.75375	151.25375	15125.37500	2020-01-01	2020-01-02	2020-01-01 00:15:17	2020-01-02 03:43:38	2020-01-01 00:15:17.000	2020-01-02 03:43:38.000	917	99818	50367.5	5036750	917	99818	50367.5	5036750	-32651	32284	4492.3	449230	-128	124	-0.5	-50
+918	2	10908	99819	2.75675	299.75675	151.25675	15125.67567	2.75675	299.75674	151.25675	15125.67566	2.75675	299.75675	151.25675	15125.67500	2020-01-01	2020-01-02	2020-01-01 00:15:18	2020-01-02 03:43:39	2020-01-01 00:15:18.000	2020-01-02 03:43:39.000	918	99819	50368.5	5036850	918	99819	50368.5	5036850	-32650	32285	4493.3	449330	-127	125	0.5	50
+919	2	10909	99820	2.75975	299.75975	151.25975	15125.97597	2.75975	299.75977	151.25976	15125.97626	2.75975	299.75975	151.25975	15125.97500	2020-01-01	2020-01-02	2020-01-01 00:15:19	2020-01-02 03:43:40	2020-01-01 00:15:19.000	2020-01-02 03:43:40.000	919	99820	50369.5	5036950	919	99820	50369.5	5036950	-32649	32286	4494.3	449430	-126	126	1.5	150
+92	2	10082	99992	0.27627	300.27627	150.27627	15177.9039	0.27627	300.27628	150.27627	15177.90384	0.27627	300.27627	150.27627	15177.90327	2020-01-01	2020-01-02	2020-01-01 00:01:32	2020-01-02 03:46:32	2020-01-01 00:01:32.000	2020-01-02 03:46:32.000	92	99992	50042	5054242	92	99992	50042	5054242	-32477	32458	4621.009900990099	466722	-128	123	-2.198019801980198	-222
+920	2	10910	99821	2.76276	299.76276	151.26276	15126.27627	2.76276	299.76276	151.26275	15126.27594	2.76276	299.76276	151.26276	15126.27600	2020-01-01	2020-01-02	2020-01-01 00:15:20	2020-01-02 03:43:41	2020-01-01 00:15:20.000	2020-01-02 03:43:41.000	920	99821	50370.5	5037050	920	99821	50370.5	5037050	-32648	32287	4495.3	449530	-125	127	2.5	250
+921	2	10911	99822	2.76576	299.76576	151.26576	15126.57657	2.76576	299.76578	151.26576	15126.57654	2.76576	299.76576	151.26576	15126.57600	2020-01-01	2020-01-02	2020-01-01 00:15:21	2020-01-02 03:43:42	2020-01-01 00:15:21.000	2020-01-02 03:43:42.000	921	99822	50371.5	5037150	921	99822	50371.5	5037150	-32647	32288	4496.3	449630	-128	127	0.94	94
+922	2	10912	99823	2.76876	299.76876	151.26876	15126.87687	2.76876	299.76877	151.26876	15126.87683	2.76876	299.76876	151.26876	15126.87600	2020-01-01	2020-01-02	2020-01-01 00:15:22	2020-01-02 03:43:43	2020-01-01 00:15:22.000	2020-01-02 03:43:43.000	922	99823	50372.5	5037250	922	99823	50372.5	5037250	-32646	32289	4497.3	449730	-128	127	-0.62	-62
+923	2	10913	99824	2.77177	299.77177	151.27177	15127.17717	2.77177	299.77176	151.27177	15127.17713	2.77177	299.77177	151.27177	15127.17700	2020-01-01	2020-01-02	2020-01-01 00:15:23	2020-01-02 03:43:44	2020-01-01 00:15:23.000	2020-01-02 03:43:44.000	923	99824	50373.5	5037350	923	99824	50373.5	5037350	-32645	32290	4498.3	449830	-128	123	-2.18	-218
+924	2	10914	99825	2.77477	299.77477	151.27477	15127.47747	2.77477	299.77478	151.27477	15127.47776	2.77477	299.77477	151.27477	15127.47700	2020-01-01	2020-01-02	2020-01-01 00:15:24	2020-01-02 03:43:45	2020-01-01 00:15:24.000	2020-01-02 03:43:45.000	924	99825	50374.5	5037450	924	99825	50374.5	5037450	-32644	32291	4499.3	449930	-127	124	-1.18	-118
+925	2	10915	99826	2.77777	299.77777	151.27777	15127.77777	2.77777	299.77777	151.27777	15127.77741	2.77777	299.77777	151.27777	15127.77700	2020-01-01	2020-01-02	2020-01-01 00:15:25	2020-01-02 03:43:46	2020-01-01 00:15:25.000	2020-01-02 03:43:46.000	925	99826	50375.5	5037550	925	99826	50375.5	5037550	-32643	32292	4500.3	450030	-126	125	-0.18	-18
+926	2	10916	99827	2.78078	299.78078	151.28078	15128.07807	2.78078	299.7808	151.28078	15128.078	2.78078	299.78078	151.28078	15128.07800	2020-01-01	2020-01-02	2020-01-01 00:15:26	2020-01-02 03:43:47	2020-01-01 00:15:26.000	2020-01-02 03:43:47.000	926	99827	50376.5	5037650	926	99827	50376.5	5037650	-32642	32293	4501.3	450130	-125	126	0.82	82
+927	2	10917	99828	2.78378	299.78378	151.28378	15128.37837	2.78378	299.78378	151.28378	15128.3783	2.78378	299.78378	151.28378	15128.37800	2020-01-01	2020-01-02	2020-01-01 00:15:27	2020-01-02 03:43:48	2020-01-01 00:15:27.000	2020-01-02 03:43:48.000	927	99828	50377.5	5037750	927	99828	50377.5	5037750	-32641	32294	4502.3	450230	-124	127	1.82	182
+928	2	10918	99829	2.78678	299.78678	151.28678	15128.67867	2.78678	299.78677	151.28678	15128.6786	2.78678	299.78678	151.28678	15128.67800	2020-01-01	2020-01-02	2020-01-01 00:15:28	2020-01-02 03:43:49	2020-01-01 00:15:28.000	2020-01-02 03:43:49.000	928	99829	50378.5	5037850	928	99829	50378.5	5037850	-32640	32295	4503.3	450330	-128	127	0.26	26
+929	2	10919	99830	2.78978	299.78978	151.28978	15128.97897	2.78978	299.7898	151.28979	15128.97923	2.78978	299.78978	151.28978	15128.97800	2020-01-01	2020-01-02	2020-01-01 00:15:29	2020-01-02 03:43:50	2020-01-01 00:15:29.000	2020-01-02 03:43:50.000	929	99830	50379.5	5037950	929	99830	50379.5	5037950	-32639	32296	4504.3	450430	-128	123	-1.3	-130
+93	2	10083	99993	0.27927	300.27927	150.27927	15178.2072	0.27927	300.27927	150.27927	15178.20715	0.27927	300.27927	150.27927	15178.20627	2020-01-01	2020-01-02	2020-01-01 00:01:33	2020-01-02 03:46:33	2020-01-01 00:01:33.000	2020-01-02 03:46:33.000	93	99993	50043	5054343	93	99993	50043	5054343	-32476	32459	4622.009900990099	466823	-127	124	-1.198019801980198	-121
+930	2	10920	99831	2.79279	299.79279	151.29279	15129.27927	2.79279	299.7928	151.29278	15129.27888	2.79279	299.79279	151.29279	15129.27900	2020-01-01	2020-01-02	2020-01-01 00:15:30	2020-01-02 03:43:51	2020-01-01 00:15:30.000	2020-01-02 03:43:51.000	930	99831	50380.5	5038050	930	99831	50380.5	5038050	-32638	32297	4505.3	450530	-127	124	-0.3	-30
+931	2	10921	99832	2.79579	299.79579	151.29579	15129.57957	2.79579	299.7958	151.29579	15129.57963	2.79579	299.79579	151.29579	15129.57900	2020-01-01	2020-01-02	2020-01-01 00:15:31	2020-01-02 03:43:52	2020-01-01 00:15:31.000	2020-01-02 03:43:52.000	931	99832	50381.5	5038150	931	99832	50381.5	5038150	-32637	32298	4506.3	450630	-126	125	0.7	70
+932	2	10922	99833	2.79879	299.79879	151.29879	15129.87987	2.79879	299.7988	151.29879	15129.87977	2.79879	299.79879	151.29879	15129.87900	2020-01-01	2020-01-02	2020-01-01 00:15:32	2020-01-02 03:43:53	2020-01-01 00:15:32.000	2020-01-02 03:43:53.000	932	99833	50382.5	5038250	932	99833	50382.5	5038250	-32636	32299	4507.3	450730	-125	126	1.7	170
+933	2	10923	99834	2.8018	299.8018	151.3018	15130.18018	2.8018	299.8018	151.3018	15130.18011	2.80180	299.80180	151.30180	15130.18000	2020-01-01	2020-01-02	2020-01-01 00:15:33	2020-01-02 03:43:54	2020-01-01 00:15:33.000	2020-01-02 03:43:54.000	933	99834	50383.5	5038350	933	99834	50383.5	5038350	-32635	32300	4508.3	450830	-124	127	2.7	270
+934	2	10924	99835	2.8048	299.8048	151.3048	15130.48048	2.8048	299.8048	151.3048	15130.48071	2.80480	299.80480	151.30480	15130.48000	2020-01-01	2020-01-02	2020-01-01 00:15:34	2020-01-02 03:43:55	2020-01-01 00:15:34.000	2020-01-02 03:43:55.000	934	99835	50384.5	5038450	934	99835	50384.5	5038450	-32634	32301	4509.3	450930	-128	127	1.14	114
+935	2	10925	99836	2.8078	299.8078	151.3078	15130.78078	2.8078	299.8078	151.3078	15130.78034	2.80780	299.80780	151.30780	15130.78000	2020-01-01	2020-01-02	2020-01-01 00:15:35	2020-01-02 03:43:56	2020-01-01 00:15:35.000	2020-01-02 03:43:56.000	935	99836	50385.5	5038550	935	99836	50385.5	5038550	-32633	32302	4510.3	451030	-128	123	-0.42	-42
+936	2	10926	99837	2.81081	299.81081	151.31081	15131.08108	2.81081	299.81082	151.31081	15131.0811	2.81081	299.81081	151.31081	15131.08100	2020-01-01	2020-01-02	2020-01-01 00:15:36	2020-01-02 03:43:57	2020-01-01 00:15:36.000	2020-01-02 03:43:57.000	936	99837	50386.5	5038650	936	99837	50386.5	5038650	-32632	32303	4511.3	451130	-127	124	0.58	58
+937	2	10927	99838	2.81381	299.81381	151.31381	15131.38138	2.81381	299.8138	151.31381	15131.38124	2.81381	299.81381	151.31381	15131.38100	2020-01-01	2020-01-02	2020-01-01 00:15:37	2020-01-02 03:43:58	2020-01-01 00:15:37.000	2020-01-02 03:43:58.000	937	99838	50387.5	5038750	937	99838	50387.5	5038750	-32631	32304	4512.3	451230	-126	125	1.58	158
+938	2	10928	99839	2.81681	299.81681	151.31681	15131.68168	2.81681	299.8168	151.31681	15131.68157	2.81681	299.81681	151.31681	15131.68100	2020-01-01	2020-01-02	2020-01-01 00:15:38	2020-01-02 03:43:59	2020-01-01 00:15:38.000	2020-01-02 03:43:59.000	938	99839	50388.5	5038850	938	99839	50388.5	5038850	-32630	32305	4513.3	451330	-125	126	2.58	258
+939	2	10929	99840	2.81981	299.81981	151.31981	15131.98198	2.81982	299.81982	151.31982	15131.98217	2.81981	299.81981	151.31981	15131.98100	2020-01-01	2020-01-02	2020-01-01 00:15:39	2020-01-02 03:44:00	2020-01-01 00:15:39.000	2020-01-02 03:44:00.000	939	99840	50389.5	5038950	939	99840	50389.5	5038950	-32629	32306	4514.3	451430	-124	127	3.58	358
+94	2	10084	99994	0.28228	300.28228	150.28228	15178.51051	0.28228	300.2823	150.28228	15178.51078	0.28228	300.28228	150.28228	15178.51028	2020-01-01	2020-01-02	2020-01-01 00:01:34	2020-01-02 03:46:34	2020-01-01 00:01:34.000	2020-01-02 03:46:34.000	94	99994	50044	5054444	94	99994	50044	5054444	-32475	32460	4623.009900990099	466924	-126	125	-0.19801980198019803	-20
+940	2	10930	99841	2.82282	299.82282	151.32282	15132.28228	2.82282	299.8228	151.32282	15132.28247	2.82282	299.82282	151.32282	15132.28200	2020-01-01	2020-01-02	2020-01-01 00:15:40	2020-01-02 03:44:01	2020-01-01 00:15:40.000	2020-01-02 03:44:01.000	940	99841	50390.5	5039050	940	99841	50390.5	5039050	-32628	32307	4515.3	451530	-128	127	2.02	202
+941	2	10931	99842	2.82582	299.82582	151.32582	15132.58258	2.82582	299.82584	151.32582	15132.58257	2.82582	299.82582	151.32582	15132.58200	2020-01-01	2020-01-02	2020-01-01 00:15:41	2020-01-02 03:44:02	2020-01-01 00:15:41.000	2020-01-02 03:44:02.000	941	99842	50391.5	5039150	941	99842	50391.5	5039150	-32627	32308	4516.3	451630	-128	127	0.46	46
+942	2	10932	99843	2.82882	299.82882	151.32882	15132.88288	2.82882	299.82883	151.32882	15132.88275	2.82882	299.82882	151.32882	15132.88200	2020-01-01	2020-01-02	2020-01-01 00:15:42	2020-01-02 03:44:03	2020-01-01 00:15:42.000	2020-01-02 03:44:03.000	942	99843	50392.5	5039250	942	99843	50392.5	5039250	-32626	32309	4517.3	451730	-128	124	-1.1	-110
+943	2	10933	99844	2.83183	299.83183	151.33183	15133.18318	2.83183	299.83182	151.33183	15133.18304	2.83183	299.83183	151.33183	15133.18300	2020-01-01	2020-01-02	2020-01-01 00:15:43	2020-01-02 03:44:04	2020-01-01 00:15:43.000	2020-01-02 03:44:04.000	943	99844	50393.5	5039350	943	99844	50393.5	5039350	-32625	32310	4518.3	451830	-127	125	-0.1	-10
+944	2	10934	99845	2.83483	299.83483	151.33483	15133.48348	2.83483	299.83484	151.33483	15133.48364	2.83483	299.83483	151.33483	15133.48300	2020-01-01	2020-01-02	2020-01-01 00:15:44	2020-01-02 03:44:05	2020-01-01 00:15:44.000	2020-01-02 03:44:05.000	944	99845	50394.5	5039450	944	99845	50394.5	5039450	-32624	32311	4519.3	451930	-126	126	0.9	90
+945	2	10935	99846	2.83783	299.83783	151.33783	15133.78378	2.83783	299.83783	151.33783	15133.78393	2.83783	299.83783	151.33783	15133.78300	2020-01-01	2020-01-02	2020-01-01 00:15:45	2020-01-02 03:44:06	2020-01-01 00:15:45.000	2020-01-02 03:44:06.000	945	99846	50395.5	5039550	945	99846	50395.5	5039550	-32623	32312	4520.3	452030	-125	127	1.9	190
+946	2	10936	99847	2.84084	299.84084	151.34084	15134.08408	2.84084	299.84085	151.34084	15134.08404	2.84084	299.84084	151.34084	15134.08400	2020-01-01	2020-01-02	2020-01-01 00:15:46	2020-01-02 03:44:07	2020-01-01 00:15:46.000	2020-01-02 03:44:07.000	946	99847	50396.5	5039650	946	99847	50396.5	5039650	-32622	32313	4521.3	452130	-128	127	0.34	34
+947	2	10937	99848	2.84384	299.84384	151.34384	15134.38438	2.84384	299.84384	151.34384	15134.38421	2.84384	299.84384	151.34384	15134.38400	2020-01-01	2020-01-02	2020-01-01 00:15:47	2020-01-02 03:44:08	2020-01-01 00:15:47.000	2020-01-02 03:44:08.000	947	99848	50397.5	5039750	947	99848	50397.5	5039750	-32621	32314	4522.3	452230	-128	127	-1.22	-122
+948	2	10938	99849	2.84684	299.84684	151.34684	15134.68468	2.84684	299.84683	151.34684	15134.68452	2.84684	299.84684	151.34684	15134.68400	2020-01-01	2020-01-02	2020-01-01 00:15:48	2020-01-02 03:44:09	2020-01-01 00:15:48.000	2020-01-02 03:44:09.000	948	99849	50398.5	5039850	948	99849	50398.5	5039850	-32620	32315	4523.3	452330	-128	123	-2.78	-278
+949	2	10939	99850	2.84984	299.84984	151.34984	15134.98498	2.84985	299.84985	151.34985	15134.98527	2.84984	299.84984	151.34984	15134.98400	2020-01-01	2020-01-02	2020-01-01 00:15:49	2020-01-02 03:44:10	2020-01-01 00:15:49.000	2020-01-02 03:44:10.000	949	99850	50399.5	5039950	949	99850	50399.5	5039950	-32619	32316	4524.3	452430	-127	124	-1.78	-178
+95	2	10085	99995	0.28528	300.28528	150.28528	15178.81381	0.28528	300.28528	150.28528	15178.81343	0.28528	300.28528	150.28528	15178.81328	2020-01-01	2020-01-02	2020-01-01 00:01:35	2020-01-02 03:46:35	2020-01-01 00:01:35.000	2020-01-02 03:46:35.000	95	99995	50045	5054545	95	99995	50045	5054545	-32474	32461	4624.009900990099	467025	-125	126	0.801980198019802	81
+950	2	10940	99851	2.85285	299.85285	151.35285	15135.28528	2.85285	299.85284	151.35285	15135.28541	2.85285	299.85285	151.35285	15135.28500	2020-01-01	2020-01-02	2020-01-01 00:15:50	2020-01-02 03:44:11	2020-01-01 00:15:50.000	2020-01-02 03:44:11.000	950	99851	50400.5	5040050	950	99851	50400.5	5040050	-32618	32317	4525.3	452530	-126	125	-0.78	-78
+951	2	10941	99852	2.85585	299.85585	151.35585	15135.58558	2.85585	299.85587	151.35585	15135.58551	2.85585	299.85585	151.35585	15135.58500	2020-01-01	2020-01-02	2020-01-01 00:15:51	2020-01-02 03:44:12	2020-01-01 00:15:51.000	2020-01-02 03:44:12.000	951	99852	50401.5	5040150	951	99852	50401.5	5040150	-32617	32318	4526.3	452630	-125	126	0.22	22
+952	2	10942	99853	2.85885	299.85885	151.35885	15135.88588	2.85885	299.85886	151.35885	15135.88568	2.85885	299.85885	151.35885	15135.88500	2020-01-01	2020-01-02	2020-01-01 00:15:52	2020-01-02 03:44:13	2020-01-01 00:15:52.000	2020-01-02 03:44:13.000	952	99853	50402.5	5040250	952	99853	50402.5	5040250	-32616	32319	4527.3	452730	-124	127	1.22	122
+953	2	10943	99854	2.86186	299.86186	151.36186	15136.18618	2.86186	299.86185	151.36185	15136.18598	2.86186	299.86186	151.36186	15136.18600	2020-01-01	2020-01-02	2020-01-01 00:15:53	2020-01-02 03:44:14	2020-01-01 00:15:53.000	2020-01-02 03:44:14.000	953	99854	50403.5	5040350	953	99854	50403.5	5040350	-32615	32320	4528.3	452830	-128	127	-0.34	-34
+954	2	10944	99855	2.86486	299.86486	151.36486	15136.48648	2.86486	299.86487	151.36486	15136.48674	2.86486	299.86486	151.36486	15136.48600	2020-01-01	2020-01-02	2020-01-01 00:15:54	2020-01-02 03:44:15	2020-01-01 00:15:54.000	2020-01-02 03:44:15.000	954	99855	50404.5	5040450	954	99855	50404.5	5040450	-32614	32321	4529.3	452930	-128	123	-1.9	-190
+955	2	10945	99856	2.86786	299.86786	151.36786	15136.78678	2.86786	299.86786	151.36786	15136.78688	2.86786	299.86786	151.36786	15136.78600	2020-01-01	2020-01-02	2020-01-01 00:15:55	2020-01-02 03:44:16	2020-01-01 00:15:55.000	2020-01-02 03:44:16.000	955	99856	50405.5	5040550	955	99856	50405.5	5040550	-32613	32322	4530.3	453030	-127	124	-0.9	-90
+956	2	10946	99857	2.87087	299.87087	151.37087	15137.08708	2.87087	299.87088	151.37087	15137.08701	2.87087	299.87087	151.37087	15137.08700	2020-01-01	2020-01-02	2020-01-01 00:15:56	2020-01-02 03:44:17	2020-01-01 00:15:56.000	2020-01-02 03:44:17.000	956	99857	50406.5	5040650	956	99857	50406.5	5040650	-32612	32323	4531.3	453130	-126	125	0.1	10
+957	2	10947	99858	2.87387	299.87387	151.37387	15137.38738	2.87387	299.87387	151.37387	15137.38716	2.87387	299.87387	151.37387	15137.38700	2020-01-01	2020-01-02	2020-01-01 00:15:57	2020-01-02 03:44:18	2020-01-01 00:15:57.000	2020-01-02 03:44:18.000	957	99858	50407.5	5040750	957	99858	50407.5	5040750	-32611	32324	4532.3	453230	-125	126	1.1	110
+958	2	10948	99859	2.87687	299.87687	151.37687	15137.68768	2.87687	299.8769	151.37687	15137.68791	2.87687	299.87687	151.37687	15137.68700	2020-01-01	2020-01-02	2020-01-01 00:15:58	2020-01-02 03:44:19	2020-01-01 00:15:58.000	2020-01-02 03:44:19.000	958	99859	50408.5	5040850	958	99859	50408.5	5040850	-32610	32325	4533.3	453330	-124	127	2.1	210
+959	2	10949	99860	2.87987	299.87987	151.37987	15137.98798	2.87988	299.87988	151.37988	15137.9882	2.87987	299.87987	151.37987	15137.98700	2020-01-01	2020-01-02	2020-01-01 00:15:59	2020-01-02 03:44:20	2020-01-01 00:15:59.000	2020-01-02 03:44:20.000	959	99860	50409.5	5040950	959	99860	50409.5	5040950	-32609	32326	4534.3	453430	-128	127	0.54	54
+96	2	10086	99996	0.28828	300.28828	150.28828	15179.11711	0.28828	300.2883	150.28828	15179.11718	0.28828	300.28828	150.28828	15179.11628	2020-01-01	2020-01-02	2020-01-01 00:01:36	2020-01-02 03:46:36	2020-01-01 00:01:36.000	2020-01-02 03:46:36.000	96	99996	50046	5054646	96	99996	50046	5054646	-32473	32462	4625.009900990099	467126	-124	127	1.801980198019802	182
+960	2	10950	99861	2.88288	299.88288	151.38288	15138.28828	2.88288	299.88287	151.38288	15138.28834	2.88288	299.88288	151.38288	15138.28800	2020-01-01	2020-01-02	2020-01-01 00:16:00	2020-01-02 03:44:21	2020-01-01 00:16:00.000	2020-01-02 03:44:21.000	960	99861	50410.5	5041050	960	99861	50410.5	5041050	-32608	32327	4535.3	453530	-128	123	-1.02	-102
+961	2	10951	99862	2.88588	299.88588	151.38588	15138.58858	2.88588	299.8859	151.38588	15138.58848	2.88588	299.88588	151.38588	15138.58800	2020-01-01	2020-01-02	2020-01-01 00:16:01	2020-01-02 03:44:22	2020-01-01 00:16:01.000	2020-01-02 03:44:22.000	961	99862	50411.5	5041150	961	99862	50411.5	5041150	-32607	32328	4536.3	453630	-127	124	-0.02	-2
+962	2	10952	99863	2.88888	299.88888	151.38888	15138.88888	2.88888	299.8889	151.38888	15138.88862	2.88888	299.88888	151.38888	15138.88800	2020-01-01	2020-01-02	2020-01-01 00:16:02	2020-01-02 03:44:23	2020-01-01 00:16:02.000	2020-01-02 03:44:23.000	962	99863	50412.5	5041250	962	99863	50412.5	5041250	-32606	32329	4537.3	453730	-126	125	0.98	98
+963	2	10953	99864	2.89189	299.89189	151.39189	15139.18918	2.89189	299.8919	151.39189	15139.18937	2.89189	299.89189	151.39189	15139.18900	2020-01-01	2020-01-02	2020-01-01 00:16:03	2020-01-02 03:44:24	2020-01-01 00:16:03.000	2020-01-02 03:44:24.000	963	99864	50413.5	5041350	963	99864	50413.5	5041350	-32605	32330	4538.3	453830	-125	126	1.98	198
+964	2	10954	99865	2.89489	299.89489	151.39489	15139.48948	2.89489	299.8949	151.39489	15139.48968	2.89489	299.89489	151.39489	15139.48900	2020-01-01	2020-01-02	2020-01-01 00:16:04	2020-01-02 03:44:25	2020-01-01 00:16:04.000	2020-01-02 03:44:25.000	964	99865	50414.5	5041450	964	99865	50414.5	5041450	-32604	32331	4539.3	453930	-124	127	2.98	298
+965	2	10955	99866	2.89789	299.89789	151.39789	15139.78978	2.89789	299.8979	151.39789	15139.78985	2.89789	299.89789	151.39789	15139.78900	2020-01-01	2020-01-02	2020-01-01 00:16:05	2020-01-02 03:44:26	2020-01-01 00:16:05.000	2020-01-02 03:44:26.000	965	99866	50415.5	5041550	965	99866	50415.5	5041550	-32603	32332	4540.3	454030	-128	127	1.42	142
+966	2	10956	99867	2.9009	299.9009	151.4009	15140.09009	2.9009	299.9009	151.40089	15140.08996	2.90090	299.90090	151.40090	15140.09000	2020-01-01	2020-01-02	2020-01-01 00:16:06	2020-01-02 03:44:27	2020-01-01 00:16:06.000	2020-01-02 03:44:27.000	966	99867	50416.5	5041650	966	99867	50416.5	5041650	-32602	32333	4541.3	454130	-128	127	-0.14	-14
+967	2	10957	99868	2.9039	299.9039	151.4039	15140.39039	2.9039	299.9039	151.4039	15140.39009	2.90390	299.90390	151.40390	15140.39000	2020-01-01	2020-01-02	2020-01-01 00:16:07	2020-01-02 03:44:28	2020-01-01 00:16:07.000	2020-01-02 03:44:28.000	967	99868	50417.5	5041750	967	99868	50417.5	5041750	-32601	32334	4542.3	454230	-128	124	-1.7	-170
+968	2	10958	99869	2.9069	299.9069	151.4069	15140.69069	2.9069	299.90692	151.4069	15140.69084	2.90690	299.90690	151.40690	15140.69000	2020-01-01	2020-01-02	2020-01-01 00:16:08	2020-01-02 03:44:29	2020-01-01 00:16:08.000	2020-01-02 03:44:29.000	968	99869	50418.5	5041850	968	99869	50418.5	5041850	-32600	32335	4543.3	454330	-127	125	-0.7	-70
+969	2	10959	99870	2.9099	299.9099	151.4099	15140.99099	2.90991	299.9099	151.40991	15140.99114	2.90990	299.90990	151.40990	15140.99000	2020-01-01	2020-01-02	2020-01-01 00:16:09	2020-01-02 03:44:30	2020-01-01 00:16:09.000	2020-01-02 03:44:30.000	969	99870	50419.5	5041950	969	99870	50419.5	5041950	-32599	32336	4544.3	454430	-126	126	0.3	30
+97	2	10087	99997	0.29129	300.29129	150.29129	15179.42042	0.29129	300.2913	150.29129	15179.42033	0.29129	300.29129	150.29129	15179.42029	2020-01-01	2020-01-02	2020-01-01 00:01:37	2020-01-02 03:46:37	2020-01-01 00:01:37.000	2020-01-02 03:46:37.000	97	99997	50047	5054747	97	99997	50047	5054747	-32472	32463	4626.009900990099	467227	-128	127	0.26732673267326734	27
+970	2	10960	99871	2.91291	299.91291	151.41291	15141.29129	2.91291	299.9129	151.41291	15141.29132	2.91291	299.91291	151.41291	15141.29100	2020-01-01	2020-01-02	2020-01-01 00:16:10	2020-01-02 03:44:31	2020-01-01 00:16:10.000	2020-01-02 03:44:31.000	970	99871	50420.5	5042050	970	99871	50420.5	5042050	-32598	32337	4545.3	454530	-125	127	1.3	130
+971	2	10961	99872	2.91591	299.91591	151.41591	15141.59159	2.91591	299.91592	151.41591	15141.59142	2.91591	299.91591	151.41591	15141.59100	2020-01-01	2020-01-02	2020-01-01 00:16:11	2020-01-02 03:44:32	2020-01-01 00:16:11.000	2020-01-02 03:44:32.000	971	99872	50421.5	5042150	971	99872	50421.5	5042150	-32597	32338	4546.3	454630	-128	127	-0.26	-26
+972	2	10962	99873	2.91891	299.91891	151.41891	15141.89189	2.91891	299.9189	151.41891	15141.89172	2.91891	299.91891	151.41891	15141.89100	2020-01-01	2020-01-02	2020-01-01 00:16:12	2020-01-02 03:44:33	2020-01-01 00:16:12.000	2020-01-02 03:44:33.000	972	99873	50422.5	5042250	972	99873	50422.5	5042250	-32596	32339	4547.3	454730	-128	127	-1.82	-182
+973	2	10963	99874	2.92192	299.92192	151.42192	15142.19219	2.92192	299.92194	151.42192	15142.19232	2.92192	299.92192	151.42192	15142.19200	2020-01-01	2020-01-02	2020-01-01 00:16:13	2020-01-02 03:44:34	2020-01-01 00:16:13.000	2020-01-02 03:44:34.000	973	99874	50423.5	5042350	973	99874	50423.5	5042350	-32595	32340	4548.3	454830	-128	123	-3.38	-338
+974	2	10964	99875	2.92492	299.92492	151.42492	15142.49249	2.92492	299.92493	151.42492	15142.49265	2.92492	299.92492	151.42492	15142.49200	2020-01-01	2020-01-02	2020-01-01 00:16:14	2020-01-02 03:44:35	2020-01-01 00:16:14.000	2020-01-02 03:44:35.000	974	99875	50424.5	5042450	974	99875	50424.5	5042450	-32594	32341	4549.3	454930	-127	124	-2.38	-238
+975	2	10965	99876	2.92792	299.92792	151.42792	15142.79279	2.92792	299.92792	151.42792	15142.79279	2.92792	299.92792	151.42792	15142.79200	2020-01-01	2020-01-02	2020-01-01 00:16:15	2020-01-02 03:44:36	2020-01-01 00:16:15.000	2020-01-02 03:44:36.000	975	99876	50425.5	5042550	975	99876	50425.5	5042550	-32593	32342	4550.3	455030	-126	125	-1.38	-138
+976	2	10966	99877	2.93093	299.93093	151.43093	15143.09309	2.93093	299.93094	151.43092	15143.09289	2.93093	299.93093	151.43093	15143.09300	2020-01-01	2020-01-02	2020-01-01 00:16:16	2020-01-02 03:44:37	2020-01-01 00:16:16.000	2020-01-02 03:44:37.000	976	99877	50426.5	5042650	976	99877	50426.5	5042650	-32592	32343	4551.3	455130	-125	126	-0.38	-38
+977	2	10967	99878	2.93393	299.93393	151.43393	15143.39339	2.93393	299.93393	151.43393	15143.39318	2.93393	299.93393	151.43393	15143.39300	2020-01-01	2020-01-02	2020-01-01 00:16:17	2020-01-02 03:44:38	2020-01-01 00:16:17.000	2020-01-02 03:44:38.000	977	99878	50427.5	5042750	977	99878	50427.5	5042750	-32591	32344	4552.3	455230	-124	127	0.62	62
+978	2	10968	99879	2.93693	299.93693	151.43693	15143.69369	2.93693	299.93695	151.43693	15143.69378	2.93693	299.93693	151.43693	15143.69300	2020-01-01	2020-01-02	2020-01-01 00:16:18	2020-01-02 03:44:39	2020-01-01 00:16:18.000	2020-01-02 03:44:39.000	978	99879	50428.5	5042850	978	99879	50428.5	5042850	-32590	32345	4553.3	455330	-128	127	-0.94	-94
+979	2	10969	99880	2.93993	299.93993	151.43993	15143.99399	2.93994	299.93994	151.43994	15143.99412	2.93993	299.93993	151.43993	15143.99300	2020-01-01	2020-01-02	2020-01-01 00:16:19	2020-01-02 03:44:40	2020-01-01 00:16:19.000	2020-01-02 03:44:40.000	979	99880	50429.5	5042950	979	99880	50429.5	5042950	-32589	32346	4554.3	455430	-128	123	-2.5	-250
+98	2	10088	99998	0.29429	300.29429	150.29429	15179.72372	0.29429	300.29428	150.29429	15179.72363	0.29429	300.29429	150.29429	15179.72329	2020-01-01	2020-01-02	2020-01-01 00:01:38	2020-01-02 03:46:38	2020-01-01 00:01:38.000	2020-01-02 03:46:38.000	98	99998	50048	5054848	98	99998	50048	5054848	-32471	32464	4627.009900990099	467328	-128	127	-1.2673267326732673	-128
+980	2	10970	99881	2.94294	299.94294	151.44294	15144.29429	2.94294	299.94293	151.44294	15144.29426	2.94294	299.94294	151.44294	15144.29400	2020-01-01	2020-01-02	2020-01-01 00:16:20	2020-01-02 03:44:41	2020-01-01 00:16:20.000	2020-01-02 03:44:41.000	980	99881	50430.5	5043050	980	99881	50430.5	5043050	-32588	32347	4555.3	455530	-127	124	-1.5	-150
+981	2	10971	99882	2.94594	299.94594	151.44594	15144.59459	2.94594	299.94595	151.44595	15144.59501	2.94594	299.94594	151.44594	15144.59400	2020-01-01	2020-01-02	2020-01-01 00:16:21	2020-01-02 03:44:42	2020-01-01 00:16:21.000	2020-01-02 03:44:42.000	981	99882	50431.5	5043150	981	99882	50431.5	5043150	-32587	32348	4556.3	455630	-126	125	-0.5	-50
+982	2	10972	99883	2.94894	299.94894	151.44894	15144.89489	2.94894	299.94894	151.44894	15144.89466	2.94894	299.94894	151.44894	15144.89400	2020-01-01	2020-01-02	2020-01-01 00:16:22	2020-01-02 03:44:43	2020-01-01 00:16:22.000	2020-01-02 03:44:43.000	982	99883	50432.5	5043250	982	99883	50432.5	5043250	-32586	32349	4557.3	455730	-125	126	0.5	50
+983	2	10973	99884	2.95195	299.95195	151.45195	15145.19519	2.95195	299.95197	151.45195	15145.19525	2.95195	299.95195	151.45195	15145.19500	2020-01-01	2020-01-02	2020-01-01 00:16:23	2020-01-02 03:44:44	2020-01-01 00:16:23.000	2020-01-02 03:44:44.000	983	99884	50433.5	5043350	983	99884	50433.5	5043350	-32585	32350	4558.3	455830	-124	127	1.5	150
+984	2	10974	99885	2.95495	299.95495	151.45495	15145.49549	2.95495	299.95496	151.45495	15145.49559	2.95495	299.95495	151.45495	15145.49500	2020-01-01	2020-01-02	2020-01-01 00:16:24	2020-01-02 03:44:45	2020-01-01 00:16:24.000	2020-01-02 03:44:45.000	984	99885	50434.5	5043450	984	99885	50434.5	5043450	-32584	32351	4559.3	455930	-128	127	-0.06	-6
+985	2	10975	99886	2.95795	299.95795	151.45795	15145.79579	2.95795	299.95795	151.45795	15145.79573	2.95795	299.95795	151.45795	15145.79500	2020-01-01	2020-01-02	2020-01-01 00:16:25	2020-01-02 03:44:46	2020-01-01 00:16:25.000	2020-01-02 03:44:46.000	985	99886	50435.5	5043550	985	99886	50435.5	5043550	-32583	32352	4560.3	456030	-128	123	-1.62	-162
+986	2	10976	99887	2.96096	299.96096	151.46096	15146.09609	2.96096	299.96097	151.46096	15146.09648	2.96096	299.96096	151.46096	15146.09600	2020-01-01	2020-01-02	2020-01-01 00:16:26	2020-01-02 03:44:47	2020-01-01 00:16:26.000	2020-01-02 03:44:47.000	986	99887	50436.5	5043650	986	99887	50436.5	5043650	-32582	32353	4561.3	456130	-127	124	-0.62	-62
+987	2	10977	99888	2.96396	299.96396	151.46396	15146.39639	2.96396	299.96396	151.46396	15146.39612	2.96396	299.96396	151.46396	15146.39600	2020-01-01	2020-01-02	2020-01-01 00:16:27	2020-01-02 03:44:48	2020-01-01 00:16:27.000	2020-01-02 03:44:48.000	987	99888	50437.5	5043750	987	99888	50437.5	5043750	-32581	32354	4562.3	456230	-126	125	0.38	38
+988	2	10978	99889	2.96696	299.96696	151.46696	15146.69669	2.96696	299.96698	151.46696	15146.69676	2.96696	299.96696	151.46696	15146.69600	2020-01-01	2020-01-02	2020-01-01 00:16:28	2020-01-02 03:44:49	2020-01-01 00:16:28.000	2020-01-02 03:44:49.000	988	99889	50438.5	5043850	988	99889	50438.5	5043850	-32580	32355	4563.3	456330	-125	126	1.38	138
+989	2	10979	99890	2.96996	299.96996	151.46996	15146.99699	2.96997	299.96997	151.46997	15146.99706	2.96996	299.96996	151.46996	15146.99600	2020-01-01	2020-01-02	2020-01-01 00:16:29	2020-01-02 03:44:50	2020-01-01 00:16:29.000	2020-01-02 03:44:50.000	989	99890	50439.5	5043950	989	99890	50439.5	5043950	-32579	32356	4564.3	456430	-124	127	2.38	238
+99	2	10089	99999	0.29729	300.29729	150.29729	15180.02702	0.29729	300.2973	150.29729	15180.02726	0.29729	300.29729	150.29729	15180.02629	2020-01-01	2020-01-02	2020-01-01 00:01:39	2020-01-02 03:46:39	2020-01-01 00:01:39.000	2020-01-02 03:46:39.000	99	99999	50049	5054949	99	99999	50049	5054949	-32470	32465	4628.009900990099	467429	-128	123	-2.801980198019802	-283
+990	2	10980	99891	2.97297	299.97297	151.47297	15147.29729	2.97297	299.97296	151.47297	15147.29735	2.97297	299.97297	151.47297	15147.29700	2020-01-01	2020-01-02	2020-01-01 00:16:30	2020-01-02 03:44:51	2020-01-01 00:16:30.000	2020-01-02 03:44:51.000	990	99891	50440.5	5044050	990	99891	50440.5	5044050	-32578	32357	4565.3	456530	-128	127	0.82	82
+991	2	10981	99892	2.97597	299.97597	151.47597	15147.59759	2.97597	299.97598	151.47597	15147.59795	2.97597	299.97597	151.47597	15147.59700	2020-01-01	2020-01-02	2020-01-01 00:16:31	2020-01-02 03:44:52	2020-01-01 00:16:31.000	2020-01-02 03:44:52.000	991	99892	50441.5	5044150	991	99892	50441.5	5044150	-32577	32358	4566.3	456630	-128	127	-0.74	-74
+992	2	10982	99893	2.97897	299.97897	151.47897	15147.89789	2.97897	299.97897	151.47897	15147.89759	2.97897	299.97897	151.47897	15147.89700	2020-01-01	2020-01-02	2020-01-01 00:16:32	2020-01-02 03:44:53	2020-01-01 00:16:32.000	2020-01-02 03:44:53.000	992	99893	50442.5	5044250	992	99893	50442.5	5044250	-32576	32359	4567.3	456730	-128	124	-2.3	-230
+993	2	10983	99894	2.98198	299.98198	151.48198	15148.19819	2.98198	299.982	151.48198	15148.19823	2.98198	299.98198	151.48198	15148.19800	2020-01-01	2020-01-02	2020-01-01 00:16:33	2020-01-02 03:44:54	2020-01-01 00:16:33.000	2020-01-02 03:44:54.000	993	99894	50443.5	5044350	993	99894	50443.5	5044350	-32575	32360	4568.3	456830	-127	125	-1.3	-130
+994	2	10984	99895	2.98498	299.98498	151.48498	15148.49849	2.98498	299.985	151.48498	15148.49853	2.98498	299.98498	151.48498	15148.49800	2020-01-01	2020-01-02	2020-01-01 00:16:34	2020-01-02 03:44:55	2020-01-01 00:16:34.000	2020-01-02 03:44:55.000	994	99895	50444.5	5044450	994	99895	50444.5	5044450	-32574	32361	4569.3	456930	-126	126	-0.3	-30
+995	2	10985	99896	2.98798	299.98798	151.48798	15148.79879	2.98798	299.98798	151.48798	15148.79882	2.98798	299.98798	151.48798	15148.79800	2020-01-01	2020-01-02	2020-01-01 00:16:35	2020-01-02 03:44:56	2020-01-01 00:16:35.000	2020-01-02 03:44:56.000	995	99896	50445.5	5044550	995	99896	50445.5	5044550	-32573	32362	4570.3	457030	-125	127	0.7	70
+996	2	10986	99897	2.99099	299.99099	151.49099	15149.09909	2.99099	299.991	151.49099	15149.09942	2.99099	299.99099	151.49099	15149.09900	2020-01-01	2020-01-02	2020-01-01 00:16:36	2020-01-02 03:44:57	2020-01-01 00:16:36.000	2020-01-02 03:44:57.000	996	99897	50446.5	5044650	996	99897	50446.5	5044650	-32572	32363	4571.3	457130	-128	127	-0.86	-86
+997	2	10987	99898	2.99399	299.99399	151.49399	15149.39939	2.99399	299.994	151.49399	15149.3991	2.99399	299.99399	151.49399	15149.39900	2020-01-01	2020-01-02	2020-01-01 00:16:37	2020-01-02 03:44:58	2020-01-01 00:16:37.000	2020-01-02 03:44:58.000	997	99898	50447.5	5044750	997	99898	50447.5	5044750	-32571	32364	4572.3	457230	-128	127	-2.42	-242
+998	2	10988	99899	2.99699	299.99699	151.49699	15149.69969	2.99699	299.997	151.49699	15149.6997	2.99699	299.99699	151.49699	15149.69900	2020-01-01	2020-01-02	2020-01-01 00:16:38	2020-01-02 03:44:59	2020-01-01 00:16:38.000	2020-01-02 03:44:59.000	998	99899	50448.5	5044850	998	99899	50448.5	5044850	-32570	32365	4573.3	457330	-128	123	-3.98	-398
+ ---- select row with nulls without states ---- 
+-2	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+ ---- select row with nulls with states ---- 
+-2	1	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+ ---- select no rows without states ---- 
+0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
+ ---- select no rows with states ---- 
+0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N
diff --git a/tests/queries/0_stateless/01518_nullable_aggregate_states2.sql b/tests/queries/0_stateless/01518_nullable_aggregate_states2.sql
new file mode 100644
index 00000000000..11de58282d1
--- /dev/null
+++ b/tests/queries/0_stateless/01518_nullable_aggregate_states2.sql
@@ -0,0 +1,411 @@
+DROP TABLE IF EXISTS testNullableStates;
+DROP TABLE IF EXISTS testNullableStatesAgg;
+
+CREATE TABLE testNullableStates (
+   ts DateTime,
+   id String,
+   string Nullable(String),
+   float64 Nullable(Float64),
+   float32 Nullable(Float32),
+   decimal325 Nullable(Decimal32(5)),
+   date Nullable(Date),
+   datetime Nullable(DateTime),
+   datetime64 Nullable(DateTime64),
+   int64 Nullable(Int64),
+   int32 Nullable(Int32),
+   int16 Nullable(Int16),
+   int8 Nullable(Int8))
+ENGINE=MergeTree PARTITION BY toStartOfDay(ts) ORDER BY id;
+
+INSERT INTO testNullableStates SELECT
+    toDateTime('2020-01-01 00:00:00') + number AS ts,
+    toString(number % 999) AS id,
+    toString(number) AS string,
+    number / 333 AS float64,
+    number / 333 AS float32,
+    number / 333 AS decimal325,
+    toDate(ts),
+    ts,
+    ts,
+    number,
+    toInt32(number),
+    toInt16(number),
+    toInt8(number)
+FROM numbers(100000);
+
+INSERT INTO testNullableStates SELECT
+    toDateTime('2020-01-01 00:00:00') + number AS ts,
+    toString(number % 999 - 5) AS id,
+    NULL AS string,
+    NULL AS float64,
+    NULL AS float32,
+    NULL AS decimal325,
+    NULL,
+    NULL,
+    NULL,
+    NULL,
+    NULL,
+    NULL,
+    NULL
+FROM numbers(500);
+
+
+CREATE TABLE testNullableStatesAgg
+(
+    `ts` DateTime,
+    `id` String,
+    `stringMin` AggregateFunction(min, Nullable(String)),
+    `stringMax` AggregateFunction(max, Nullable(String)),
+    `float64Min` AggregateFunction(min, Nullable(Float64)),
+    `float64Max` AggregateFunction(max, Nullable(Float64)),
+    `float64Avg` AggregateFunction(avg, Nullable(Float64)),
+    `float64Sum` AggregateFunction(sum, Nullable(Float64)),
+    `float32Min` AggregateFunction(min, Nullable(Float32)),
+    `float32Max` AggregateFunction(max, Nullable(Float32)),
+    `float32Avg` AggregateFunction(avg, Nullable(Float32)),
+    `float32Sum` AggregateFunction(sum, Nullable(Float32)),
+    `decimal325Min` AggregateFunction(min, Nullable(Decimal32(5))),
+    `decimal325Max` AggregateFunction(max, Nullable(Decimal32(5))),
+    `decimal325Avg` AggregateFunction(avg, Nullable(Decimal32(5))),
+    `decimal325Sum` AggregateFunction(sum, Nullable(Decimal32(5))),
+    `dateMin` AggregateFunction(min, Nullable(Date)),
+    `dateMax` AggregateFunction(max, Nullable(Date)),
+    `datetimeMin` AggregateFunction(min, Nullable(DateTime)),
+    `datetimeMax` AggregateFunction(max, Nullable(DateTime)),
+    `datetime64Min` AggregateFunction(min, Nullable(datetime64)),
+    `datetime64Max` AggregateFunction(max, Nullable(datetime64)),
+    `int64Min` AggregateFunction(min, Nullable(Int64)),
+    `int64Max` AggregateFunction(max, Nullable(Int64)),
+    `int64Avg` AggregateFunction(avg, Nullable(Int64)),
+    `int64Sum` AggregateFunction(sum, Nullable(Int64)),
+    `int32Min` AggregateFunction(min, Nullable(Int32)),
+    `int32Max` AggregateFunction(max, Nullable(Int32)),
+    `int32Avg` AggregateFunction(avg, Nullable(Int32)),
+    `int32Sum` AggregateFunction(sum, Nullable(Int32)),
+    `int16Min` AggregateFunction(min, Nullable(Int16)),
+    `int16Max` AggregateFunction(max, Nullable(Int16)),
+    `int16Avg` AggregateFunction(avg, Nullable(Int16)),
+    `int16Sum` AggregateFunction(sum, Nullable(Int16)),
+    `int8Min` AggregateFunction(min, Nullable(Int8)),
+    `int8Max` AggregateFunction(max, Nullable(Int8)),
+    `int8Avg` AggregateFunction(avg, Nullable(Int8)),
+    `int8Sum` AggregateFunction(sum, Nullable(Int8))
+)
+ENGINE = AggregatingMergeTree()
+PARTITION BY toStartOfDay(ts)
+ORDER BY id;
+
+
+
+
+insert into testNullableStatesAgg
+select
+   ts DateTime,
+   id String,
+   minState(string) stringMin,
+   maxState(string) stringMax,
+   minState(float64) float64Min,
+   maxState(float64) float64Max,
+   avgState(float64) float64Avg,
+   sumState(float64) float64Sum,
+   minState(float32) float32Min,
+   maxState(float32) float32Max,
+   avgState(float32) float32Avg,
+   sumState(float32) float32Sum,
+   minState(decimal325) decimal325Min,
+   maxState(decimal325) decimal325Max,
+   avgState(decimal325) decimal325Avg,
+   sumState(decimal325) decimal325Sum,
+   minState(date) dateMin,
+   maxState(date) dateMax,
+   minState(datetime) datetimeMin,
+   maxState(datetime) datetimeMax,
+   minState(datetime64) datetime64Min,
+   maxState(datetime64) datetime64Max,
+   minState(int64) int64Min,
+   maxState(int64) int64Max,
+   avgState(int64) int64Avg,
+   sumState(int64) int64Sum,
+   minState(int32) int32Min,
+   maxState(int32) int32Max,
+   avgState(int32) int32Avg,
+   sumState(int32) int32Sum,
+   minState(int16) int16Min,
+   maxState(int16) int16Max,
+   avgState(int16) int16Avg,
+   sumState(int16) int16Sum,
+   minState(int8) int8Min,
+   maxState(int8) int8Max,
+   avgState(int8) int8Avg,
+   sumState(int8) int8Sum
+from testNullableStates
+group by ts, id;
+
+OPTIMIZE TABLE testNullableStatesAgg FINAL;
+
+select count() from testNullableStates;
+
+select count() from testNullableStatesAgg;
+
+select ' ---- select without states ---- ';
+
+SELECT id, count(),
+    min(string),
+    max(string),
+    floor(min(float64),5),
+    floor(max(float64),5),
+    floor(avg(float64),5),
+    floor(sum(float64),5),
+    floor(min(float32),5),
+    floor(max(float32),5),
+    floor(avg(float32),5),
+    floor(sum(float32),5),
+    min(decimal325),
+    max(decimal325),
+    avg(decimal325),
+    sum(decimal325),
+    min(date),
+    max(date),
+    min(datetime),
+    max(datetime),
+    min(datetime64),
+    max(datetime64),
+    min(int64),
+    max(int64),
+    avg(int64),
+    sum(int64),
+    min(int32),
+    max(int32),
+    avg(int32),
+    sum(int32),
+    min(int16),
+    max(int16),
+    avg(int16),
+    sum(int16),
+    min(int8),
+    max(int8),
+    avg(int8),
+    sum(int8)
+FROM testNullableStates
+GROUP BY id
+ORDER BY id ASC;
+
+select ' ---- select with states ---- ';
+
+SELECT id, count(),
+    minMerge(stringMin),
+    maxMerge(stringMax),
+    floor(minMerge(float64Min),5),
+    floor(maxMerge(float64Max),5),
+    floor(avgMerge(float64Avg),5),
+    floor(sumMerge(float64Sum),5),
+    floor(minMerge(float32Min),5),
+    floor(maxMerge(float32Max),5),
+    floor(avgMerge(float32Avg),5),
+    floor(sumMerge(float32Sum),5),
+    minMerge(decimal325Min),
+    maxMerge(decimal325Max),
+    avgMerge(decimal325Avg),
+    sumMerge(decimal325Sum),
+    minMerge(dateMin),
+    maxMerge(dateMax),
+    minMerge(datetimeMin),
+    maxMerge(datetimeMax),
+    minMerge(datetime64Min),
+    maxMerge(datetime64Max),
+    minMerge(int64Min),
+    maxMerge(int64Max),
+    avgMerge(int64Avg),
+    sumMerge(int64Sum),
+    minMerge(int32Min),
+    maxMerge(int32Max),
+    avgMerge(int32Avg),
+    sumMerge(int32Sum),
+    minMerge(int16Min),
+    maxMerge(int16Max),
+    avgMerge(int16Avg),
+    sumMerge(int16Sum),
+    minMerge(int8Min),
+    maxMerge(int8Max),
+    avgMerge(int8Avg),
+    sumMerge(int8Sum)
+FROM testNullableStatesAgg
+GROUP BY id
+ORDER BY id ASC;
+
+
+select ' ---- select row with nulls without states ---- ';
+
+SELECT id, count(),
+    min(string),
+    max(string),
+    floor(min(float64),5),
+    floor(max(float64),5),
+    floor(avg(float64),5),
+    floor(sum(float64),5),
+    floor(min(float32),5),
+    floor(max(float32),5),
+    floor(avg(float32),5),
+    floor(sum(float32),5),
+    min(decimal325),
+    max(decimal325),
+    avg(decimal325),
+    sum(decimal325),
+    min(date),
+    max(date),
+    min(datetime),
+    max(datetime),
+    min(datetime64),
+    max(datetime64),
+    min(int64),
+    max(int64),
+    avg(int64),
+    sum(int64),
+    min(int32),
+    max(int32),
+    avg(int32),
+    sum(int32),
+    min(int16),
+    max(int16),
+    avg(int16),
+    sum(int16),
+    min(int8),
+    max(int8),
+    avg(int8),
+    sum(int8)
+FROM testNullableStates
+WHERE id = '-2'
+GROUP BY id
+ORDER BY id ASC;
+
+select ' ---- select row with nulls with states ---- ';
+
+SELECT id, count(),
+    minMerge(stringMin),
+    maxMerge(stringMax),
+    floor(minMerge(float64Min),5),
+    floor(maxMerge(float64Max),5),
+    floor(avgMerge(float64Avg),5),
+    floor(sumMerge(float64Sum),5),
+    floor(minMerge(float32Min),5),
+    floor(maxMerge(float32Max),5),
+    floor(avgMerge(float32Avg),5),
+    floor(sumMerge(float32Sum),5),
+    minMerge(decimal325Min),
+    maxMerge(decimal325Max),
+    avgMerge(decimal325Avg),
+    sumMerge(decimal325Sum),
+    minMerge(dateMin),
+    maxMerge(dateMax),
+    minMerge(datetimeMin),
+    maxMerge(datetimeMax),
+    minMerge(datetime64Min),
+    maxMerge(datetime64Max),
+    minMerge(int64Min),
+    maxMerge(int64Max),
+    avgMerge(int64Avg),
+    sumMerge(int64Sum),
+    minMerge(int32Min),
+    maxMerge(int32Max),
+    avgMerge(int32Avg),
+    sumMerge(int32Sum),
+    minMerge(int16Min),
+    maxMerge(int16Max),
+    avgMerge(int16Avg),
+    sumMerge(int16Sum),
+    minMerge(int8Min),
+    maxMerge(int8Max),
+    avgMerge(int8Avg),
+    sumMerge(int8Sum)
+FROM testNullableStatesAgg
+WHERE id = '-2'
+GROUP BY id
+ORDER BY id ASC;
+
+
+select ' ---- select no rows without states ---- ';
+
+SELECT count(),
+    min(string),
+    max(string),
+    floor(min(float64),5),
+    floor(max(float64),5),
+    floor(avg(float64),5),
+    floor(sum(float64),5),
+    floor(min(float32),5),
+    floor(max(float32),5),
+    floor(avg(float32),5),
+    floor(sum(float32),5),
+    min(decimal325),
+    max(decimal325),
+    avg(decimal325),
+    sum(decimal325),
+    min(date),
+    max(date),
+    min(datetime),
+    max(datetime),
+    min(datetime64),
+    max(datetime64),
+    min(int64),
+    max(int64),
+    avg(int64),
+    sum(int64),
+    min(int32),
+    max(int32),
+    avg(int32),
+    sum(int32),
+    min(int16),
+    max(int16),
+    avg(int16),
+    sum(int16),
+    min(int8),
+    max(int8),
+    avg(int8),
+    sum(int8)
+FROM testNullableStates
+WHERE id = '-22';
+
+select ' ---- select no rows with states ---- ';
+
+SELECT count(),
+    minMerge(stringMin),
+    maxMerge(stringMax),
+    floor(minMerge(float64Min),5),
+    floor(maxMerge(float64Max),5),
+    floor(avgMerge(float64Avg),5),
+    floor(sumMerge(float64Sum),5),
+    floor(minMerge(float32Min),5),
+    floor(maxMerge(float32Max),5),
+    floor(avgMerge(float32Avg),5),
+    floor(sumMerge(float32Sum),5),
+    minMerge(decimal325Min),
+    maxMerge(decimal325Max),
+    avgMerge(decimal325Avg),
+    sumMerge(decimal325Sum),
+    minMerge(dateMin),
+    maxMerge(dateMax),
+    minMerge(datetimeMin),
+    maxMerge(datetimeMax),
+    minMerge(datetime64Min),
+    maxMerge(datetime64Max),
+    minMerge(int64Min),
+    maxMerge(int64Max),
+    avgMerge(int64Avg),
+    sumMerge(int64Sum),
+    minMerge(int32Min),
+    maxMerge(int32Max),
+    avgMerge(int32Avg),
+    sumMerge(int32Sum),
+    minMerge(int16Min),
+    maxMerge(int16Max),
+    avgMerge(int16Avg),
+    sumMerge(int16Sum),
+    minMerge(int8Min),
+    maxMerge(int8Max),
+    avgMerge(int8Avg),
+    sumMerge(int8Sum)
+FROM testNullableStatesAgg
+WHERE id = '-22';
+
+DROP TABLE testNullableStates;
+DROP TABLE testNullableStatesAgg;
diff --git a/tests/queries/0_stateless/01519_topK_distributed_parametrized.reference b/tests/queries/0_stateless/01519_topK_distributed_parametrized.reference
new file mode 100644
index 00000000000..9de83e04b5b
--- /dev/null
+++ b/tests/queries/0_stateless/01519_topK_distributed_parametrized.reference
@@ -0,0 +1,6 @@
+30
+30
+10
+10
+3
+3
diff --git a/tests/queries/0_stateless/01519_topK_distributed_parametrized.sql b/tests/queries/0_stateless/01519_topK_distributed_parametrized.sql
new file mode 100644
index 00000000000..9963823023d
--- /dev/null
+++ b/tests/queries/0_stateless/01519_topK_distributed_parametrized.sql
@@ -0,0 +1,16 @@
+CREATE TABLE IF NOT EXISTS topXtest(A Int64) ENGINE = Memory;
+INSERT INTO topXtest SELECT number FROM numbers(100);
+INSERT INTO topXtest SELECT number FROM numbers(30);
+INSERT INTO topXtest SELECT number FROM numbers(10);
+
+SELECT length(topK(30)(A)) FROM topXtest;
+SELECT length(topK(30)(A)) FROM remote('localhost,127.0.0.1', currentDatabase(), topXtest);
+
+SELECT length(topK(A)) FROM topXtest;
+SELECT length(topK(A)) FROM remote('localhost,127.0.0.1', currentDatabase(), topXtest);
+
+SELECT length(topK(3)(A)) FROM topXtest;
+SELECT length(topK(3)(A)) FROM remote('localhost,127.0.0.1', currentDatabase(), topXtest);
+
+DROP TABLE topXtest;
+
diff --git a/tests/queries/0_stateless/01521_global_in_prewhere_15792.reference b/tests/queries/0_stateless/01521_global_in_prewhere_15792.reference
new file mode 100644
index 00000000000..f7393e847d3
--- /dev/null
+++ b/tests/queries/0_stateless/01521_global_in_prewhere_15792.reference
@@ -0,0 +1 @@
+100000
diff --git a/tests/queries/0_stateless/01521_global_in_prewhere_15792.sql b/tests/queries/0_stateless/01521_global_in_prewhere_15792.sql
new file mode 100644
index 00000000000..adb7bccd0df
--- /dev/null
+++ b/tests/queries/0_stateless/01521_global_in_prewhere_15792.sql
@@ -0,0 +1,12 @@
+drop table if exists xp;
+drop table if exists xp_d;
+
+create table xp(A Date, B Int64, S String) Engine=MergeTree partition by toYYYYMM(A) order by B;
+insert into xp select '2020-01-01', number , '' from numbers(100000);
+
+create table xp_d as xp Engine=Distributed(test_shard_localhost, currentDatabase(), xp);
+
+select count() from xp_d prewhere toYYYYMM(A) global in (select toYYYYMM(min(A)) from xp_d) where B > -1;
+
+drop table if exists xp;
+drop table if exists xp_d;
diff --git a/tests/queries/0_stateless/01523_interval_operator_support_string_literal.reference b/tests/queries/0_stateless/01523_interval_operator_support_string_literal.reference
new file mode 100644
index 00000000000..0451ef3afd5
--- /dev/null
+++ b/tests/queries/0_stateless/01523_interval_operator_support_string_literal.reference
@@ -0,0 +1,25 @@
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2
+2009-02-14 00:31:30
+2009-02-14 00:31:30
+2009-02-14 00:31:30
+2009-02-15 23:31:30
+2009-02-15 23:31:30
+2009-02-15 23:31:30
diff --git a/tests/queries/0_stateless/01523_interval_operator_support_string_literal.sql b/tests/queries/0_stateless/01523_interval_operator_support_string_literal.sql
new file mode 100644
index 00000000000..2af2ba4996e
--- /dev/null
+++ b/tests/queries/0_stateless/01523_interval_operator_support_string_literal.sql
@@ -0,0 +1,25 @@
+SELECT INTERVAL 2 year;
+SELECT INTERVAL '2' year;
+SELECT INTERVAL '2 year';
+SELECT INTERVAL 2 month;
+SELECT INTERVAL '2' month;
+SELECT INTERVAL '2 month';
+SELECT INTERVAL 2 week;
+SELECT INTERVAL '2' week;
+SELECT INTERVAL '2 week';
+SELECT INTERVAL 2 day;
+SELECT INTERVAL '2' day;
+SELECT INTERVAL '2 day';
+SELECT INTERVAL 2 hour;
+SELECT INTERVAL '2' hour; 
+SELECT INTERVAL '2 hour';
+SELECT INTERVAL 2 minute;
+SELECT INTERVAL '2' minute;
+SELECT INTERVAL '2 minute';
+SELECT INTERVAL '2' AS n minute;
+SELECT DATE_ADD(hour, '1', toDateTime(1234567890, 'UTC'));
+SELECT DATE_ADD(hour, 1, toDateTime(1234567890, 'UTC'));
+SELECT DATE_ADD(hour, (SELECT 1), toDateTime(1234567890, 'UTC'));
+SELECT DATE_ADD(toDateTime(1234567890, 'UTC'), INTERVAL 2 day);
+SELECT DATE_ADD(toDateTime(1234567890, 'UTC'), INTERVAL '2 day');
+SELECT DATE_ADD(toDateTime(1234567890, 'UTC'), INTERVAL '2' day);
diff --git a/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.reference b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.reference
new file mode 100644
index 00000000000..4c85a1d418a
--- /dev/null
+++ b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.reference
@@ -0,0 +1,6 @@
+2000-01-01 00:00:00	0
+2020-01-01 00:00:00	0
+2000-01-01 00:00:00	1
+2020-01-01 00:00:00	1
+2000-01-01 00:00:00	2
+2020-01-01 00:00:00	2
diff --git a/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.sql b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.sql
new file mode 100644
index 00000000000..d332946605d
--- /dev/null
+++ b/tests/queries/0_stateless/01524_do_not_merge_across_partitions_select_final.sql
@@ -0,0 +1,15 @@
+DROP TABLE IF EXISTS select_final;
+
+CREATE TABLE select_final (t DateTime, x Int32) ENGINE = ReplacingMergeTree() PARTITION BY toYYYYMM(t) ORDER BY x; 
+
+INSERT INTO select_final SELECT toDate('2000-01-01'), number FROM numbers(2);
+INSERT INTO select_final SELECT toDate('2000-01-01'), number + 1 FROM numbers(2);
+
+INSERT INTO select_final SELECT toDate('2020-01-01'), number FROM numbers(2);
+INSERT INTO select_final SELECT toDate('2020-01-01'), number + 1 FROM numbers(2);
+
+
+SELECT * FROM select_final FINAL ORDER BY x SETTINGS do_not_merge_across_partitions_select_final = 1;
+
+DROP TABLE select_final;
+
diff --git a/tests/queries/0_stateless/01526_alter_add_and_modify_order_zookeeper.reference b/tests/queries/0_stateless/01526_alter_add_and_modify_order_zookeeper.reference
new file mode 100644
index 00000000000..4063d93d542
--- /dev/null
+++ b/tests/queries/0_stateless/01526_alter_add_and_modify_order_zookeeper.reference
@@ -0,0 +1,6 @@
+2019-10-01	a	1	aa	1	1	1
+2019-10-01	a	1	aa	1	1	1	0
+CREATE TABLE default.table_for_alter\n(\n    `d` Date,\n    `a` String,\n    `b` UInt8,\n    `x` String,\n    `y` Int8,\n    `version` UInt64,\n    `sign` Int8 DEFAULT 1,\n    `order` UInt32\n)\nENGINE = ReplicatedVersionedCollapsingMergeTree(\'/clickhouse/tables/01526_alter_add/t1\', \'1\', sign, version)\nPARTITION BY y\nPRIMARY KEY d\nORDER BY (d, order)\nSETTINGS index_granularity = 8192
+2019-10-01	a	1	aa	1	1	1	0	0
+2019-10-02	b	2	bb	2	2	2	1	2
+CREATE TABLE default.table_for_alter\n(\n    `d` Date,\n    `a` String,\n    `b` UInt8,\n    `x` String,\n    `y` Int8,\n    `version` UInt64,\n    `sign` Int8 DEFAULT 1,\n    `order` UInt32,\n    `datum` UInt32\n)\nENGINE = ReplicatedVersionedCollapsingMergeTree(\'/clickhouse/tables/01526_alter_add/t1\', \'1\', sign, version)\nPARTITION BY y\nPRIMARY KEY d\nORDER BY (d, order, datum)\nSETTINGS index_granularity = 8192
diff --git a/tests/queries/0_stateless/01526_alter_add_and_modify_order_zookeeper.sql b/tests/queries/0_stateless/01526_alter_add_and_modify_order_zookeeper.sql
new file mode 100644
index 00000000000..b718ba199c1
--- /dev/null
+++ b/tests/queries/0_stateless/01526_alter_add_and_modify_order_zookeeper.sql
@@ -0,0 +1,38 @@
+DROP TABLE IF EXISTS table_for_alter;
+
+SET replication_alter_partitions_sync = 2;
+
+CREATE TABLE table_for_alter
+(
+    `d` Date,
+    `a` String,
+    `b` UInt8,
+    `x` String,
+    `y` Int8,
+    `version` UInt64,
+    `sign` Int8 DEFAULT 1
+)
+ENGINE = ReplicatedVersionedCollapsingMergeTree('/clickhouse/tables/01526_alter_add/t1', '1', sign, version)
+PARTITION BY y
+ORDER BY d
+SETTINGS index_granularity = 8192;
+
+INSERT INTO table_for_alter VALUES(toDate('2019-10-01'), 'a', 1, 'aa', 1, 1, 1);
+
+SELECT * FROM table_for_alter;
+
+ALTER TABLE table_for_alter ADD COLUMN order UInt32, MODIFY ORDER BY (d, order);
+
+SELECT * FROM table_for_alter;
+
+SHOW CREATE TABLE table_for_alter;
+
+ALTER TABLE table_for_alter ADD COLUMN datum UInt32, MODIFY ORDER BY (d, order, datum);
+
+INSERT INTO table_for_alter VALUES(toDate('2019-10-02'), 'b', 2, 'bb', 2, 2, 2, 1, 2);
+
+SELECT * FROM table_for_alter ORDER BY d;
+
+SHOW CREATE TABLE table_for_alter;
+
+DROP TABLE IF EXISTS table_for_alter;
diff --git a/tests/queries/0_stateless/01526_client_start_and_exit.expect b/tests/queries/0_stateless/01526_client_start_and_exit.expect
new file mode 100755
index 00000000000..003439ffa54
--- /dev/null
+++ b/tests/queries/0_stateless/01526_client_start_and_exit.expect
@@ -0,0 +1,12 @@
+#!/usr/bin/expect -f
+
+log_user 1
+set timeout 5
+match_max 100000
+
+if ![info exists env(CLICKHOUSE_PORT_TCP)] {set env(CLICKHOUSE_PORT_TCP) 9000}
+
+spawn bash -c "clickhouse-client --port $env(CLICKHOUSE_PORT_TCP) && echo $?"
+expect ":) "
+send -- "\4"
+expect eof
diff --git a/tests/queries/0_stateless/01526_client_start_and_exit.reference b/tests/queries/0_stateless/01526_client_start_and_exit.reference
new file mode 100644
index 00000000000..e3e2e7b22af
--- /dev/null
+++ b/tests/queries/0_stateless/01526_client_start_and_exit.reference
@@ -0,0 +1 @@
+Loaded 10000 queries.
diff --git a/tests/queries/0_stateless/01526_client_start_and_exit.sh b/tests/queries/0_stateless/01526_client_start_and_exit.sh
new file mode 100755
index 00000000000..c179be79d03
--- /dev/null
+++ b/tests/queries/0_stateless/01526_client_start_and_exit.sh
@@ -0,0 +1,23 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+# Create a huge amount of tables, so Suggest will take a time to load
+${CLICKHOUSE_CLIENT} -q "SELECT 'CREATE TABLE test_' || hex(randomPrintableASCII(40)) || '(x UInt8) Engine=Memory;' FROM numbers(10000)" --format=TSVRaw | ${CLICKHOUSE_BENCHMARK} -c32 -i 10000 -d 0 2>&1 | grep -F 'Loaded 10000 queries'
+
+function stress()
+{
+    while true; do
+        "${CURDIR}"/01526_client_start_and_exit.expect | grep -v -P 'ClickHouse client|Connecting|Connected|:\) Bye\.|^\s*$|spawn bash|^0\s*$'
+    done
+}
+
+export CURDIR
+export -f stress
+
+for _ in {1..10}; do
+    timeout 3 bash -c stress &
+done
+
+wait
diff --git a/tests/queries/0_stateless/01526_initial_query_id.reference b/tests/queries/0_stateless/01526_initial_query_id.reference
new file mode 100644
index 00000000000..e8d2c31aa17
--- /dev/null
+++ b/tests/queries/0_stateless/01526_initial_query_id.reference
@@ -0,0 +1,2 @@
+1	1
+2	1
diff --git a/tests/queries/0_stateless/01526_initial_query_id.sh b/tests/queries/0_stateless/01526_initial_query_id.sh
new file mode 100755
index 00000000000..c5459625023
--- /dev/null
+++ b/tests/queries/0_stateless/01526_initial_query_id.sh
@@ -0,0 +1,25 @@
+#!/usr/bin/env bash
+set -ue
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+query_id=$(${CLICKHOUSE_CLIENT} -q "select lower(hex(reverse(reinterpretAsString(generateUUIDv4()))))")
+
+${CLICKHOUSE_CLIENT} -q "select 1 format Null" "--query_id=$query_id"
+
+${CLICKHOUSE_CURL} \
+    --header "X-ClickHouse-Query-Id: $query_id" \
+    "http://localhost:8123/" \
+    --get \
+    --data-urlencode "query=select 1 format Null"
+
+${CLICKHOUSE_CLIENT} -n -q "
+system flush logs;
+select interface, initial_query_id = query_id
+    from system.query_log
+    where query_id = '$query_id' and type = 'QueryFinish'
+    order by interface
+    ;
+"
+
diff --git a/tests/queries/0_stateless/01526_max_untracked_memory.reference b/tests/queries/0_stateless/01526_max_untracked_memory.reference
new file mode 100644
index 00000000000..6ed281c757a
--- /dev/null
+++ b/tests/queries/0_stateless/01526_max_untracked_memory.reference
@@ -0,0 +1,2 @@
+1
+1
diff --git a/tests/queries/0_stateless/01526_max_untracked_memory.sh b/tests/queries/0_stateless/01526_max_untracked_memory.sh
new file mode 100755
index 00000000000..2623d175d82
--- /dev/null
+++ b/tests/queries/0_stateless/01526_max_untracked_memory.sh
@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+query="select randomPrintableASCII(number) from numbers(1000)"
+# at least 2, one allocation, one deallocation
+# (but actually even more)
+min_trace_entries=2
+
+# TCP
+
+# do not use _, they should be escaped for LIKE
+query_id_tcp_prefix="01526-tcp-memory-tracking-$RANDOM-$$"
+${CLICKHOUSE_CLIENT} --log_queries=1 --max_threads=1 --max_untracked_memory=0 --memory_profiler_sample_probability=1 -q "with '$query_id_tcp_prefix' as __id $query FORMAT Null"
+${CLICKHOUSE_CLIENT} -q "SYSTEM FLUSH LOGS"
+query_id_tcp="$(${CLICKHOUSE_CLIENT} -q "SELECT DISTINCT query_id FROM system.query_log WHERE query LIKE '%$query_id_tcp_prefix%'")"
+${CLICKHOUSE_CLIENT} -q "SELECT count()>=$min_trace_entries FROM system.trace_log WHERE query_id = '$query_id_tcp' AND abs(size) < 4e6 AND event_time >= now() - interval 1 hour"
+
+# HTTP
+
+# query_id cannot be longer then 28 bytes
+query_id_http="01526_http_${RANDOM}_$$"
+echo "$query" | ${CLICKHOUSE_CURL} -sSg -o /dev/null "${CLICKHOUSE_URL}&query_id=$query_id_http&max_untracked_memory=0&memory_profiler_sample_probability=1&max_threads=1" -d @-
+${CLICKHOUSE_CLIENT} -q "SYSTEM FLUSH LOGS"
+# at least 2, one allocation, one deallocation
+# (but actually even more)
+${CLICKHOUSE_CLIENT} -q "SELECT count()>=$min_trace_entries FROM system.trace_log WHERE query_id = '$query_id_http' AND abs(size) < 4e6 AND event_time >= now() - interval 1 hour"
diff --git a/tests/queries/0_stateless/01526_param_uuid.reference b/tests/queries/0_stateless/01526_param_uuid.reference
new file mode 100644
index 00000000000..50dc1c63590
--- /dev/null
+++ b/tests/queries/0_stateless/01526_param_uuid.reference
@@ -0,0 +1 @@
+ffffffff-ffff-ffff-ffff-ffffffffffff
diff --git a/tests/queries/0_stateless/01526_param_uuid.sh b/tests/queries/0_stateless/01526_param_uuid.sh
new file mode 100755
index 00000000000..4f508ddf863
--- /dev/null
+++ b/tests/queries/0_stateless/01526_param_uuid.sh
@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} --param_p1='ffffffff-ffff-ffff-ffff-ffffffffffff' --query "SELECT {p1:UUID}"
diff --git a/tests/queries/0_stateless/01527_clickhouse_local_optimize.reference b/tests/queries/0_stateless/01527_clickhouse_local_optimize.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01527_clickhouse_local_optimize.sh b/tests/queries/0_stateless/01527_clickhouse_local_optimize.sh
new file mode 100755
index 00000000000..bbbdf9c65d6
--- /dev/null
+++ b/tests/queries/0_stateless/01527_clickhouse_local_optimize.sh
@@ -0,0 +1,13 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+WORKING_FOLDER_01527="${CLICKHOUSE_TMP}/01527_clickhouse_local_optimize"
+rm -rf "${WORKING_FOLDER_01527}"
+mkdir -p "${WORKING_FOLDER_01527}"
+
+# OPTIMIZE was crashing due to lack of temporary volume in local
+${CLICKHOUSE_LOCAL} --query "drop database if exists d; create database d; create table d.t engine MergeTree order by a as select 1 a; optimize table d.t final" -- --path="${WORKING_FOLDER_01527}"
+
+rm -rf "${WORKING_FOLDER_01527}"
diff --git a/tests/queries/0_stateless/01527_dist_sharding_key_dictGet_reload.reference b/tests/queries/0_stateless/01527_dist_sharding_key_dictGet_reload.reference
new file mode 100644
index 00000000000..1a3c5705a7e
--- /dev/null
+++ b/tests/queries/0_stateless/01527_dist_sharding_key_dictGet_reload.reference
@@ -0,0 +1,4 @@
+1
+2
+2
+1
diff --git a/tests/queries/0_stateless/01527_dist_sharding_key_dictGet_reload.sql b/tests/queries/0_stateless/01527_dist_sharding_key_dictGet_reload.sql
new file mode 100644
index 00000000000..d8f6704b892
--- /dev/null
+++ b/tests/queries/0_stateless/01527_dist_sharding_key_dictGet_reload.sql
@@ -0,0 +1,26 @@
+set allow_nondeterministic_optimize_skip_unused_shards=1;
+set optimize_skip_unused_shards=1;
+set force_optimize_skip_unused_shards=2;
+
+drop database if exists db_01527_ranges;
+drop table if exists dist_01527;
+drop table if exists data_01527;
+
+create database db_01527_ranges;
+
+create table data_01527 engine=Memory() as select toUInt64(number) key from numbers(2);
+create table dist_01527 as data_01527 engine=Distributed('test_cluster_two_shards', currentDatabase(), data_01527, dictGetUInt64('db_01527_ranges.dict', 'shard', key));
+
+create table db_01527_ranges.data engine=Memory() as select number key, number shard from numbers(100);
+create dictionary db_01527_ranges.dict (key UInt64, shard UInt64) primary key key source(clickhouse(host '127.0.0.1' port 9000 table 'data' db 'db_01527_ranges' user 'default' password '')) lifetime(0) layout(hashed());
+system reload dictionary db_01527_ranges.dict;
+
+select _shard_num from dist_01527 where key=0;
+select _shard_num from dist_01527 where key=1;
+
+drop table db_01527_ranges.data sync;
+create table db_01527_ranges.data engine=Memory() as select number key, number+1 shard from numbers(100);
+system reload dictionary db_01527_ranges.dict;
+
+select _shard_num from dist_01527 where key=0;
+select _shard_num from dist_01527 where key=1;
diff --git a/tests/queries/0_stateless/01528_allow_nondeterministic_optimize_skip_unused_shards.reference b/tests/queries/0_stateless/01528_allow_nondeterministic_optimize_skip_unused_shards.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01528_allow_nondeterministic_optimize_skip_unused_shards.sql b/tests/queries/0_stateless/01528_allow_nondeterministic_optimize_skip_unused_shards.sql
new file mode 100644
index 00000000000..b0bfb2aae3f
--- /dev/null
+++ b/tests/queries/0_stateless/01528_allow_nondeterministic_optimize_skip_unused_shards.sql
@@ -0,0 +1,7 @@
+drop table if exists dist_01528;
+create table dist_01528 as system.one engine=Distributed('test_cluster_two_shards', system, one, rand()+dummy);
+
+set optimize_skip_unused_shards=1;
+set force_optimize_skip_unused_shards=1;
+select * from dist_01528 where dummy = 2; -- { serverError 507; }
+select * from dist_01528 where dummy = 2 settings allow_nondeterministic_optimize_skip_unused_shards=1;
diff --git a/tests/queries/0_stateless/01528_clickhouse_local_prepare_parts.reference b/tests/queries/0_stateless/01528_clickhouse_local_prepare_parts.reference
new file mode 100644
index 00000000000..64a56d9b949
--- /dev/null
+++ b/tests/queries/0_stateless/01528_clickhouse_local_prepare_parts.reference
@@ -0,0 +1,19 @@
+Option 1. Prepare parts from from table with Engine=File defined in metadata, read from an arbitrary path
+1	2020-01-01	String
+2	2020-02-02	Another string
+3	2020-03-03	One more string
+4	2020-01-02	String for first partition
+Option 2. Prepare parts from from table with Engine=File defined in metadata, read from stdin (pipe)
+11	2020-01-01	String
+12	2020-02-02	Another string
+13	2020-03-03	One more string
+14	2020-01-02	String for first partition
+Option 3. Prepare parts from from table with Engine=File defined via command line, read from stdin (pipe)
+21	2020-01-01	String
+22	2020-02-02	Another string
+23	2020-03-03	One more string
+24	2020-01-02	String for first partition
+Possibility to run optimize on prepared parts before sending parts to server
+202001	1
+202002	1
+202003	1
diff --git a/tests/queries/0_stateless/01528_clickhouse_local_prepare_parts.sh b/tests/queries/0_stateless/01528_clickhouse_local_prepare_parts.sh
new file mode 100755
index 00000000000..9b09edfe27a
--- /dev/null
+++ b/tests/queries/0_stateless/01528_clickhouse_local_prepare_parts.sh
@@ -0,0 +1,83 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+WORKING_FOLDER_01528="${CLICKHOUSE_TMP}/01528_clickhouse_local_prepare_parts"
+rm -rf "${WORKING_FOLDER_01528}"
+
+mkdir -p "${WORKING_FOLDER_01528}/metadata/local"
+
+## Checks scenario of preparing parts offline by clickhouse-local
+
+## that is the metadata for the table we want to fill
+## schema should match the schema of the table from server
+## (the easiest way is just to copy it from the server)
+cat <<EOF > "${WORKING_FOLDER_01528}/metadata/local/test.sql"
+ATTACH TABLE local.test (id UInt64, d Date, s String) Engine=MergeTree ORDER BY id PARTITION BY toYYYYMM(d);
+EOF
+
+#################
+
+echo "Option 1. Prepare parts from from table with Engine=File defined in metadata, read from an arbitrary path"
+
+## Source file:
+cat <<EOF > "${WORKING_FOLDER_01528}/data.csv"
+1,2020-01-01,"String"
+2,2020-02-02,"Another string"
+3,2020-03-03,"One more string"
+4,2020-01-02,"String for first partition"
+EOF
+
+## metadata written into file
+cat <<EOF > "${WORKING_FOLDER_01528}/metadata/local/data_csv.sql"
+ATTACH TABLE local.data_csv (id UInt64, d Date, s String) Engine=File(CSV, '${WORKING_FOLDER_01528}/data.csv');
+EOF
+
+## feed the table
+${CLICKHOUSE_LOCAL} --query "INSERT INTO local.test SELECT * FROM local.data_csv;" -- --path="${WORKING_FOLDER_01528}"
+
+## check the parts were created
+${CLICKHOUSE_LOCAL} --query "SELECT * FROM local.test WHERE id < 10 ORDER BY id;" -- --path="${WORKING_FOLDER_01528}"
+
+#################
+
+echo "Option 2. Prepare parts from from table with Engine=File defined in metadata, read from stdin (pipe)"
+
+cat <<EOF > "${WORKING_FOLDER_01528}/metadata/local/stdin.sql"
+ATTACH TABLE local.stdin (id UInt64, d Date, s String) Engine=File(CSV, stdin);
+EOF
+
+cat <<EOF | ${CLICKHOUSE_LOCAL} --query "INSERT INTO local.test SELECT * FROM local.stdin;" -- --path="${WORKING_FOLDER_01528}"
+11,2020-01-01,"String"
+12,2020-02-02,"Another string"
+13,2020-03-03,"One more string"
+14,2020-01-02,"String for first partition"
+EOF
+
+${CLICKHOUSE_LOCAL} --query "SELECT * FROM local.test WHERE id BETWEEN 10 AND 19 ORDER BY id;" -- --path="${WORKING_FOLDER_01528}"
+
+#################
+
+echo "Option 3. Prepare parts from from table with Engine=File defined via command line, read from stdin (pipe)"
+
+cat <<EOF | ${CLICKHOUSE_LOCAL} --query "INSERT INTO local.test SELECT * FROM table;" -S "id UInt64, d Date, s String" --input-format=CSV -- --path="${WORKING_FOLDER_01528}"
+21,2020-01-01,"String"
+22,2020-02-02,"Another string"
+23,2020-03-03,"One more string"
+24,2020-01-02,"String for first partition"
+EOF
+
+${CLICKHOUSE_LOCAL} --query "SELECT * FROM local.test WHERE id BETWEEN 20 AND 29 ORDER BY id;" -- --path="${WORKING_FOLDER_01528}"
+
+#################
+
+echo "Possibility to run optimize on prepared parts before sending parts to server"
+
+${CLICKHOUSE_LOCAL} --query "OPTIMIZE TABLE local.test FINAL;" -- --path="${WORKING_FOLDER_01528}"
+
+# ensure we have one part per partition
+${CLICKHOUSE_LOCAL} --query "SELECT toYYYYMM(d) m, uniqExact(_part) FROM local.test GROUP BY m ORDER BY m" -- --path="${WORKING_FOLDER_01528}"
+
+# cleanup
+rm -rf "${WORKING_FOLDER_01528}"
diff --git a/tests/queries/0_stateless/01528_play.reference b/tests/queries/0_stateless/01528_play.reference
new file mode 100644
index 00000000000..11d6850993f
--- /dev/null
+++ b/tests/queries/0_stateless/01528_play.reference
@@ -0,0 +1 @@
+🌞
diff --git a/tests/queries/0_stateless/01528_play.sh b/tests/queries/0_stateless/01528_play.sh
new file mode 100755
index 00000000000..7182f4dd6e5
--- /dev/null
+++ b/tests/queries/0_stateless/01528_play.sh
@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_PORT_HTTP_PROTO}://${CLICKHOUSE_HOST}:${CLICKHOUSE_PORT_HTTP}/play" | grep -o '🌞'
diff --git a/tests/queries/0_stateless/01528_to_uuid_or_null_or_zero.reference b/tests/queries/0_stateless/01528_to_uuid_or_null_or_zero.reference
new file mode 100644
index 00000000000..041e329748e
--- /dev/null
+++ b/tests/queries/0_stateless/01528_to_uuid_or_null_or_zero.reference
@@ -0,0 +1,8 @@
+61f0c404-5cb3-11e7-907b-a6006ad3dba0
+\N
+00000000-0000-0000-0000-000000000000
+61f0c404-5cb3-11e7-907b-a6006ad3dba0
+61f0c404-5cb3-11e7-907b-a6006ad3dba0
+\N
+61f0c404-5cb3-11e7-907b-a6006ad3dba0
+00000000-0000-0000-0000-000000000000
diff --git a/tests/queries/0_stateless/01528_to_uuid_or_null_or_zero.sql b/tests/queries/0_stateless/01528_to_uuid_or_null_or_zero.sql
new file mode 100644
index 00000000000..ae6a1b2db04
--- /dev/null
+++ b/tests/queries/0_stateless/01528_to_uuid_or_null_or_zero.sql
@@ -0,0 +1,19 @@
+DROP TABLE IF EXISTS to_uuid_test;
+
+SELECT toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0');
+SELECT toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0T'); --{serverError 6}
+SELECT toUUIDOrNull('61f0c404-5cb3-11e7-907b-a6006ad3dba0T');
+SELECT toUUIDOrZero('59f0c404-5cb3-11e7-907b-a6006ad3dba0T');
+
+CREATE TABLE to_uuid_test (value String) ENGINE = TinyLog();
+
+INSERT INTO to_uuid_test VALUES ('61f0c404-5cb3-11e7-907b-a6006ad3dba0');
+SELECT toUUID(value) FROM to_uuid_test; 
+
+INSERT INTO to_uuid_test VALUES ('61f0c404-5cb3-11e7-907b-a6006ad3dba0T');
+SELECT toUUID(value) FROM to_uuid_test; -- {serverError 6}
+SELECT toUUIDOrNull(value) FROM to_uuid_test;
+SELECT toUUIDOrZero(value) FROM to_uuid_test;
+
+DROP TABLE to_uuid_test;
+
diff --git a/tests/queries/0_stateless/01529_bad_memory_tracking.reference b/tests/queries/0_stateless/01529_bad_memory_tracking.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01529_bad_memory_tracking.sh b/tests/queries/0_stateless/01529_bad_memory_tracking.sh
new file mode 100755
index 00000000000..f91f6ebaf80
--- /dev/null
+++ b/tests/queries/0_stateless/01529_bad_memory_tracking.sh
@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+
+CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL=fatal
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+for _ in {1..10}; do
+    ${CLICKHOUSE_CLIENT} --max_memory_usage '10G' --query "SELECT i FROM generateRandom('i Array(Int8)', 1, 1, 1048577) LIMIT 65536" 2>&1 | grep -v -P '^(Received exception from server|Code: 241)' ||:
+done
diff --git a/tests/queries/0_stateless/01530_drop_database_atomic_sync.reference b/tests/queries/0_stateless/01530_drop_database_atomic_sync.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01530_drop_database_atomic_sync.sql b/tests/queries/0_stateless/01530_drop_database_atomic_sync.sql
new file mode 100644
index 00000000000..010b8931448
--- /dev/null
+++ b/tests/queries/0_stateless/01530_drop_database_atomic_sync.sql
@@ -0,0 +1,34 @@
+drop database if exists db_01530_atomic sync;
+
+create database db_01530_atomic Engine=Atomic;
+create table db_01530_atomic.data (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/db_01530_atomic/data', 'test') order by key;
+drop database db_01530_atomic sync;
+
+create database db_01530_atomic Engine=Atomic;
+create table db_01530_atomic.data (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/db_01530_atomic/data', 'test') order by key;
+drop database db_01530_atomic sync;
+
+
+set database_atomic_wait_for_drop_and_detach_synchronously=1;
+
+create database db_01530_atomic Engine=Atomic;
+create table db_01530_atomic.data (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/db_01530_atomic/data', 'test') order by key;
+drop database db_01530_atomic;
+
+create database db_01530_atomic Engine=Atomic;
+create table db_01530_atomic.data (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/db_01530_atomic/data', 'test') order by key;
+drop database db_01530_atomic;
+
+
+set database_atomic_wait_for_drop_and_detach_synchronously=0;
+
+create database db_01530_atomic Engine=Atomic;
+create table db_01530_atomic.data (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/db_01530_atomic/data', 'test') order by key;
+drop database db_01530_atomic;
+
+create database db_01530_atomic Engine=Atomic;
+create table db_01530_atomic.data (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/db_01530_atomic/data', 'test') order by key; -- { serverError 253; }
+-- TODO: SYSTEM FORCE DROP and uncomment the line below to cleanup the data after test
+-- (otherwise the test is not retriable...)
+--
+-- drop database db_01530_atomic sync;
diff --git a/tests/queries/0_stateless/01531_query_log_query_comment.reference b/tests/queries/0_stateless/01531_query_log_query_comment.reference
new file mode 100644
index 00000000000..8347b144a35
--- /dev/null
+++ b/tests/queries/0_stateless/01531_query_log_query_comment.reference
@@ -0,0 +1,4 @@
+2
+1
+2
+1
diff --git a/tests/queries/0_stateless/01531_query_log_query_comment.sql b/tests/queries/0_stateless/01531_query_log_query_comment.sql
new file mode 100644
index 00000000000..19942669a44
--- /dev/null
+++ b/tests/queries/0_stateless/01531_query_log_query_comment.sql
@@ -0,0 +1,12 @@
+set log_queries=1;
+set log_queries_min_type='QUERY_FINISH';
+
+set enable_global_with_statement=1;
+select /* test=01531, enable_global_with_statement=0 */ 2;
+system flush logs;
+select count() from system.query_log where event_time >= now() - interval 5 minute and query = 'select /* test=01531, enable_global_with_statement=0 */ 2;\n';
+
+set enable_global_with_statement=1;
+select /* test=01531 enable_global_with_statement=1 */ 2;
+system flush logs;
+select count() from system.query_log where event_time >= now() - interval 5 minute and query = 'select /* test=01531 enable_global_with_statement=1 */ 2;\n';
diff --git a/tests/queries/0_stateless/01532_clickhouse_local_tmp_folder.reference b/tests/queries/0_stateless/01532_clickhouse_local_tmp_folder.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01532_clickhouse_local_tmp_folder.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01532_clickhouse_local_tmp_folder.sh b/tests/queries/0_stateless/01532_clickhouse_local_tmp_folder.sh
new file mode 100755
index 00000000000..f341fbcdd9b
--- /dev/null
+++ b/tests/queries/0_stateless/01532_clickhouse_local_tmp_folder.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+# in case when clickhouse-local can't use temp folder it will try to create
+# temporary subfolder in the current dir
+TMP=/non-existent-folder-12123 ${CLICKHOUSE_LOCAL} -q 'SELECT 1'
diff --git a/tests/queries/0_stateless/01532_min_max_with_modifiers.reference b/tests/queries/0_stateless/01532_min_max_with_modifiers.reference
new file mode 100644
index 00000000000..9e1683ca6f9
--- /dev/null
+++ b/tests/queries/0_stateless/01532_min_max_with_modifiers.reference
@@ -0,0 +1,20 @@
+totals
+1	1	1
+2	2	2
+3	3	3
+
+0	1	3
+rollup
+1	1	1
+2	2	2
+3	3	3
+0	1	3
+cube
+1	1	1
+2	2	2
+3	3	3
+0	1	3
+=======
+1	1	2	1
+2	2	3	1
+0	1	3	2
diff --git a/tests/queries/0_stateless/01532_min_max_with_modifiers.sql b/tests/queries/0_stateless/01532_min_max_with_modifiers.sql
new file mode 100644
index 00000000000..0c8651c0f01
--- /dev/null
+++ b/tests/queries/0_stateless/01532_min_max_with_modifiers.sql
@@ -0,0 +1,18 @@
+SELECT 'totals';
+SELECT number % 3 + 1 AS n, min(n), max(n) FROM numbers(100) GROUP BY n WITH TOTALS;
+SELECT 'rollup';
+SELECT number % 3 + 1 AS n, min(n), max(n) FROM numbers(100) GROUP BY n WITH ROLLUP;
+SELECT 'cube';
+SELECT number % 3 + 1 AS n, min(n), max(n) FROM numbers(100) GROUP BY n WITH CUBE;
+SELECT '=======';
+
+SELECT
+    x,
+    min(x) AS lower,
+    max(x) + 1 AS upper,
+    upper - lower AS range
+FROM 
+(
+    SELECT arrayJoin([1, 2]) AS x
+) 
+GROUP BY x WITH ROLLUP;
diff --git a/tests/queries/0_stateless/01532_primary_key_without_order_by_zookeeper.reference b/tests/queries/0_stateless/01532_primary_key_without_order_by_zookeeper.reference
new file mode 100644
index 00000000000..02d4fe64f8d
--- /dev/null
+++ b/tests/queries/0_stateless/01532_primary_key_without_order_by_zookeeper.reference
@@ -0,0 +1,23 @@
+CREATE TABLE default.merge_tree_pk\n(\n    `key` UInt64,\n    `value` String\n)\nENGINE = ReplacingMergeTree()\nPRIMARY KEY key\nORDER BY key\nSETTINGS index_granularity = 8192
+1	a
+2	b
+1	c
+2	b
+CREATE TABLE default.merge_tree_pk_sql\n(\n    `key` UInt64,\n    `value` String\n)\nENGINE = ReplacingMergeTree()\nPRIMARY KEY key\nORDER BY key\nSETTINGS index_granularity = 8192
+1	a
+2	b
+1	c
+2	b
+1	c	0
+2	e	555
+2	b	0
+CREATE TABLE default.merge_tree_pk_sql\n(\n    `key` UInt64,\n    `value` String,\n    `key2` UInt64\n)\nENGINE = ReplacingMergeTree()\nPRIMARY KEY key\nORDER BY (key, key2)\nSETTINGS index_granularity = 8192
+CREATE TABLE default.replicated_merge_tree_pk_sql\n(\n    `key` UInt64,\n    `value` String\n)\nENGINE = ReplicatedReplacingMergeTree(\'/clickhouse/test/01532_primary_key_without\', \'r1\')\nPRIMARY KEY key\nORDER BY key\nSETTINGS index_granularity = 8192
+1	a
+2	b
+1	c
+2	b
+1	c	0
+2	e	555
+2	b	0
+CREATE TABLE default.replicated_merge_tree_pk_sql\n(\n    `key` UInt64,\n    `value` String,\n    `key2` UInt64\n)\nENGINE = ReplicatedReplacingMergeTree(\'/clickhouse/test/01532_primary_key_without\', \'r1\')\nPRIMARY KEY key\nORDER BY (key, key2)\nSETTINGS index_granularity = 8192
diff --git a/tests/queries/0_stateless/01532_primary_key_without_order_by_zookeeper.sql b/tests/queries/0_stateless/01532_primary_key_without_order_by_zookeeper.sql
new file mode 100644
index 00000000000..31294d8ebbc
--- /dev/null
+++ b/tests/queries/0_stateless/01532_primary_key_without_order_by_zookeeper.sql
@@ -0,0 +1,100 @@
+DROP TABLE IF EXISTS merge_tree_pk;
+
+CREATE TABLE merge_tree_pk
+(
+    key UInt64,
+    value String
+)
+ENGINE = ReplacingMergeTree()
+PRIMARY KEY key;
+
+SHOW CREATE TABLE merge_tree_pk;
+
+INSERT INTO merge_tree_pk VALUES (1, 'a');
+INSERT INTO merge_tree_pk VALUES (2, 'b');
+
+SELECT * FROM merge_tree_pk ORDER BY key;
+
+INSERT INTO merge_tree_pk VALUES (1, 'c');
+
+DETACH TABLE merge_tree_pk;
+ATTACH TABLE merge_tree_pk;
+
+SELECT * FROM merge_tree_pk FINAL ORDER BY key;
+
+DROP TABLE IF EXISTS merge_tree_pk;
+
+DROP TABLE IF EXISTS merge_tree_pk_sql;
+
+CREATE TABLE merge_tree_pk_sql
+(
+    key UInt64,
+    value String,
+    PRIMARY KEY (key)
+)
+ENGINE = ReplacingMergeTree();
+
+SHOW CREATE TABLE merge_tree_pk_sql;
+
+INSERT INTO merge_tree_pk_sql VALUES (1, 'a');
+INSERT INTO merge_tree_pk_sql VALUES (2, 'b');
+
+SELECT * FROM merge_tree_pk_sql ORDER BY key;
+
+INSERT INTO merge_tree_pk_sql VALUES (1, 'c');
+
+DETACH TABLE merge_tree_pk_sql;
+ATTACH TABLE merge_tree_pk_sql;
+
+SELECT * FROM merge_tree_pk_sql FINAL ORDER BY key;
+
+ALTER TABLE merge_tree_pk_sql ADD COLUMN key2 UInt64, MODIFY ORDER BY (key, key2);
+
+INSERT INTO merge_tree_pk_sql VALUES (2, 'd', 555);
+
+INSERT INTO merge_tree_pk_sql VALUES (2, 'e', 555);
+
+SELECT * FROM merge_tree_pk_sql FINAL ORDER BY key;
+
+SHOW CREATE TABLE merge_tree_pk_sql;
+
+DROP TABLE IF EXISTS merge_tree_pk_sql;
+
+DROP TABLE IF EXISTS replicated_merge_tree_pk_sql;
+
+CREATE TABLE replicated_merge_tree_pk_sql
+(
+    key UInt64,
+    value String,
+    PRIMARY KEY (key)
+)
+ENGINE = ReplicatedReplacingMergeTree('/clickhouse/test/01532_primary_key_without', 'r1');
+
+SHOW CREATE TABLE replicated_merge_tree_pk_sql;
+
+INSERT INTO replicated_merge_tree_pk_sql VALUES (1, 'a');
+INSERT INTO replicated_merge_tree_pk_sql VALUES (2, 'b');
+
+SELECT * FROM replicated_merge_tree_pk_sql ORDER BY key;
+
+INSERT INTO replicated_merge_tree_pk_sql VALUES (1, 'c');
+
+DETACH TABLE replicated_merge_tree_pk_sql;
+ATTACH TABLE replicated_merge_tree_pk_sql;
+
+SELECT * FROM replicated_merge_tree_pk_sql FINAL ORDER BY key;
+
+ALTER TABLE replicated_merge_tree_pk_sql ADD COLUMN key2 UInt64, MODIFY ORDER BY (key, key2);
+
+INSERT INTO replicated_merge_tree_pk_sql VALUES (2, 'd', 555);
+
+INSERT INTO replicated_merge_tree_pk_sql VALUES (2, 'e', 555);
+
+SELECT * FROM replicated_merge_tree_pk_sql FINAL ORDER BY key;
+
+DETACH TABLE replicated_merge_tree_pk_sql;
+ATTACH TABLE replicated_merge_tree_pk_sql;
+
+SHOW CREATE TABLE replicated_merge_tree_pk_sql;
+
+DROP TABLE IF EXISTS replicated_merge_tree_pk_sql;
diff --git a/tests/queries/0_stateless/01532_tuple_with_name_type.reference b/tests/queries/0_stateless/01532_tuple_with_name_type.reference
new file mode 100644
index 00000000000..f9f6b5995ce
--- /dev/null
+++ b/tests/queries/0_stateless/01532_tuple_with_name_type.reference
@@ -0,0 +1,5 @@
+a	Tuple(key String, value String)					
+a	Tuple(Tuple(key String, value String))					
+a.key	Array(String)					
+a.value	Array(String)					
+a	Tuple(UInt8, Tuple(key String, value String))					
diff --git a/tests/queries/0_stateless/01532_tuple_with_name_type.sql b/tests/queries/0_stateless/01532_tuple_with_name_type.sql
new file mode 100644
index 00000000000..fbc052d3cc0
--- /dev/null
+++ b/tests/queries/0_stateless/01532_tuple_with_name_type.sql
@@ -0,0 +1,21 @@
+DROP TABLE IF EXISTS test_01532_1;
+DROP TABLE IF EXISTS test_01532_2;
+DROP TABLE IF EXISTS test_01532_3;
+DROP TABLE IF EXISTS test_01532_4;
+
+CREATE TABLE test_01532_1 (a Tuple(key String, value String)) ENGINE Memory();
+DESCRIBE TABLE test_01532_1;
+
+CREATE TABLE test_01532_2 (a Tuple(Tuple(key String, value String))) ENGINE Memory();
+DESCRIBE TABLE test_01532_2;
+
+CREATE TABLE test_01532_3 (a Array(Tuple(key String, value String))) ENGINE Memory();
+DESCRIBE TABLE test_01532_3;
+
+CREATE TABLE test_01532_4 (a Tuple(UInt8, Tuple(key String, value String))) ENGINE Memory();
+DESCRIBE TABLE test_01532_4;
+
+DROP TABLE test_01532_1;
+DROP TABLE test_01532_2;
+DROP TABLE test_01532_3;
+DROP TABLE test_01532_4;
diff --git a/tests/queries/0_stateless/01533_distinct_depends_on_max_threads.reference b/tests/queries/0_stateless/01533_distinct_depends_on_max_threads.reference
new file mode 100644
index 00000000000..6ed281c757a
--- /dev/null
+++ b/tests/queries/0_stateless/01533_distinct_depends_on_max_threads.reference
@@ -0,0 +1,2 @@
+1
+1
diff --git a/tests/queries/0_stateless/01533_distinct_depends_on_max_threads.sql b/tests/queries/0_stateless/01533_distinct_depends_on_max_threads.sql
new file mode 100644
index 00000000000..4f32576e86b
--- /dev/null
+++ b/tests/queries/0_stateless/01533_distinct_depends_on_max_threads.sql
@@ -0,0 +1,16 @@
+DROP TABLE IF EXISTS bug_13492;
+
+CREATE TABLE bug_13492 (`d` DateTime) ENGINE = MergeTree
+PARTITION BY toYYYYMMDD(d) ORDER BY tuple();
+
+INSERT INTO bug_13492 SELECT addDays(now(), number) FROM numbers(100);
+
+SET max_threads = 5;
+
+SELECT DISTINCT 1 FROM bug_13492, numbers(1) n;
+
+SET max_threads = 2;
+
+SELECT DISTINCT 1 FROM bug_13492, numbers(1) n;
+
+DROP TABLE bug_13492;
diff --git a/tests/queries/0_stateless/01533_distinct_nullable_uuid.reference b/tests/queries/0_stateless/01533_distinct_nullable_uuid.reference
new file mode 100644
index 00000000000..e02acad09d6
--- /dev/null
+++ b/tests/queries/0_stateless/01533_distinct_nullable_uuid.reference
@@ -0,0 +1,4 @@
+442d3ff4-842a-45bb-8b02-b616122c0dc6
+05fe40cb-1d0c-45b0-8e60-8e311c2463f1
+2fc89389-4728-4b30-9e51-b5bc3ad215f6
+10000
diff --git a/tests/queries/0_stateless/01533_distinct_nullable_uuid.sql b/tests/queries/0_stateless/01533_distinct_nullable_uuid.sql
new file mode 100644
index 00000000000..926739d3f58
--- /dev/null
+++ b/tests/queries/0_stateless/01533_distinct_nullable_uuid.sql
@@ -0,0 +1,38 @@
+DROP TABLE IF EXISTS bug_14144;
+
+CREATE TABLE bug_14144
+( meta_source_req_uuid Nullable(UUID),
+  a Int64,
+  meta_source_type String
+)
+ENGINE = MergeTree
+ORDER BY a;
+
+INSERT INTO bug_14144 SELECT cast(toUUID('442d3ff4-842a-45bb-8b02-b616122c0dc6'), 'Nullable(UUID)'), number, 'missing' FROM numbers(1000);
+
+INSERT INTO bug_14144 SELECT cast(toUUIDOrZero('2fc89389-4728-4b30-9e51-b5bc3ad215f6'), 'Nullable(UUID)'), number, 'missing' FROM numbers(1000);
+
+INSERT INTO bug_14144 SELECT cast(toUUIDOrNull('05fe40cb-1d0c-45b0-8e60-8e311c2463f1'), 'Nullable(UUID)'), number, 'missing' FROM numbers(1000);
+
+SELECT DISTINCT meta_source_req_uuid
+FROM bug_14144
+WHERE meta_source_type = 'missing'
+ORDER BY meta_source_req_uuid ASC;
+
+TRUNCATE TABLE bug_14144;
+
+INSERT INTO bug_14144 SELECT generateUUIDv4(), number, 'missing' FROM numbers(10000);
+
+SELECT COUNT() FROM (
+   SELECT DISTINCT meta_source_req_uuid
+   FROM bug_14144
+   WHERE meta_source_type = 'missing'
+   ORDER BY meta_source_req_uuid ASC
+   LIMIT 100000
+);
+
+DROP TABLE bug_14144;
+
+
+
+
diff --git a/tests/queries/0_stateless/01533_quantile_deterministic_assert.reference b/tests/queries/0_stateless/01533_quantile_deterministic_assert.reference
new file mode 100644
index 00000000000..231c72269ca
--- /dev/null
+++ b/tests/queries/0_stateless/01533_quantile_deterministic_assert.reference
@@ -0,0 +1 @@
+3998
diff --git a/tests/queries/0_stateless/01533_quantile_deterministic_assert.sql b/tests/queries/0_stateless/01533_quantile_deterministic_assert.sql
new file mode 100644
index 00000000000..c75e5dd501f
--- /dev/null
+++ b/tests/queries/0_stateless/01533_quantile_deterministic_assert.sql
@@ -0,0 +1 @@
+SELECT quantileDeterministic(number, sipHash64(number)) FROM remote('127.0.0.{1,2}', numbers(8193));
diff --git a/tests/queries/0_stateless/01533_sum_if_nullable_bug.reference b/tests/queries/0_stateless/01533_sum_if_nullable_bug.reference
new file mode 100644
index 00000000000..8414f885299
--- /dev/null
+++ b/tests/queries/0_stateless/01533_sum_if_nullable_bug.reference
@@ -0,0 +1,4 @@
+84
+168
+210
+420
diff --git a/tests/queries/0_stateless/01533_sum_if_nullable_bug.sql b/tests/queries/0_stateless/01533_sum_if_nullable_bug.sql
new file mode 100644
index 00000000000..6b110748fbe
--- /dev/null
+++ b/tests/queries/0_stateless/01533_sum_if_nullable_bug.sql
@@ -0,0 +1,10 @@
+drop table if exists T;
+create table T(a Nullable(Int64)) engine = Memory();
+insert into T values (1), (2), (3), (4), (5);
+select sumIf(42, (a % 2) = 0) from T;
+select sumIf(42, (a % 2) = 0) from remote('127.0.0.{1,2}', currentDatabase(), T);
+select sumIf(42, toNullable(1)) from T;
+select sumIf(42, toNullable(1)) from remote('127.0.0.{1,2}', currentDatabase(), T);
+-- select sumIf(42, toNullable(toInt64(1))) from T;
+-- select sumIf(42, toNullable(toInt64(1))) from remote('127.0.0.{1,2}', currentDatabase(), T);
+drop table if exists T;
diff --git a/tests/queries/0_stateless/01534_lambda_array_join.reference b/tests/queries/0_stateless/01534_lambda_array_join.reference
new file mode 100644
index 00000000000..78e098be306
--- /dev/null
+++ b/tests/queries/0_stateless/01534_lambda_array_join.reference
@@ -0,0 +1,3 @@
+[NULL]
+[1,1]
+\N	70
diff --git a/tests/queries/0_stateless/01534_lambda_array_join.sql b/tests/queries/0_stateless/01534_lambda_array_join.sql
new file mode 100644
index 00000000000..aee9dd1411a
--- /dev/null
+++ b/tests/queries/0_stateless/01534_lambda_array_join.sql
@@ -0,0 +1,12 @@
+SELECT arrayMap(x -> concat(x, concat(arrayJoin([1]), x, NULL), ''), [1]);
+SELECT arrayMap(x -> arrayJoin([1]), [1, 2]);
+
+SELECT
+        arrayJoin(arrayMap(x -> reinterpretAsUInt8(substring(randomString(range(randomString(1048577), NULL), arrayJoin(arrayMap(x -> reinterpretAsUInt8(substring(randomString(range(NULL), 65537), 255)), range(1))), substring(randomString(NULL), x + 7), '257'), 1025)), range(7))) AS byte,
+        count() AS c
+    FROM numbers(10)
+    GROUP BY
+        arrayMap(x -> reinterpretAsUInt8(substring(randomString(randomString(range(randomString(255), NULL)), NULL))), range(3)),
+        randomString(range(randomString(1048577), NULL), NULL),
+        byte
+    ORDER BY byte ASC;
diff --git a/tests/queries/0_stateless/01535_decimal_round_scale_overflow_check.reference b/tests/queries/0_stateless/01535_decimal_round_scale_overflow_check.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01535_decimal_round_scale_overflow_check.sql b/tests/queries/0_stateless/01535_decimal_round_scale_overflow_check.sql
new file mode 100644
index 00000000000..18509221203
--- /dev/null
+++ b/tests/queries/0_stateless/01535_decimal_round_scale_overflow_check.sql
@@ -0,0 +1 @@
+SELECT round(toDecimal32(1, 0), -9223372036854775806); -- { serverError 69 }
diff --git a/tests/queries/0_stateless/01536_fuzz_cast.reference b/tests/queries/0_stateless/01536_fuzz_cast.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01536_fuzz_cast.sql b/tests/queries/0_stateless/01536_fuzz_cast.sql
new file mode 100644
index 00000000000..436d76b5c4c
--- /dev/null
+++ b/tests/queries/0_stateless/01536_fuzz_cast.sql
@@ -0,0 +1 @@
+SELECT CAST(arrayJoin([NULL, '', '', NULL, '', NULL, '01.02.2017 03:04\005GMT', '', NULL, '01/02/2017 03:04:05 MSK01/02/\0017 03:04:05 MSK', '', NULL, '03/04/201903/04/201903/04/\001903/04/2019']), 'Enum8(\'a\' = 1, \'b\' = 2)') AS x; -- { serverError 349 }
diff --git a/tests/queries/0_stateless/01537_fuzz_count_equal.reference b/tests/queries/0_stateless/01537_fuzz_count_equal.reference
new file mode 100644
index 00000000000..dec7d2fabd2
--- /dev/null
+++ b/tests/queries/0_stateless/01537_fuzz_count_equal.reference
@@ -0,0 +1 @@
+\N
diff --git a/tests/queries/0_stateless/01537_fuzz_count_equal.sql b/tests/queries/0_stateless/01537_fuzz_count_equal.sql
new file mode 100644
index 00000000000..fde3fe19124
--- /dev/null
+++ b/tests/queries/0_stateless/01537_fuzz_count_equal.sql
@@ -0,0 +1 @@
+SELECT DISTINCT NULL = countEqual(materialize([arrayJoin([NULL, NULL, NULL]), NULL AS x, arrayJoin([255, 1025, NULL, NULL]), arrayJoin([2, 1048576, NULL, NULL])]), materialize(x));
diff --git a/tests/queries/0_stateless/01538_fuzz_aggregate.reference b/tests/queries/0_stateless/01538_fuzz_aggregate.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01538_fuzz_aggregate.sql b/tests/queries/0_stateless/01538_fuzz_aggregate.sql
new file mode 100644
index 00000000000..13dadabda63
--- /dev/null
+++ b/tests/queries/0_stateless/01538_fuzz_aggregate.sql
@@ -0,0 +1,10 @@
+SELECT
+    count(),
+    sum(ns)
+FROM
+(
+    SELECT intDiv(number, NULL) AS k
+    FROM system.numbers_mt
+    GROUP BY k
+)
+ARRAY JOIN ns; -- { serverError 47 }
diff --git a/tests/queries/0_stateless/01541_max_memory_usage_for_user.reference b/tests/queries/0_stateless/01541_max_memory_usage_for_user.reference
new file mode 100644
index 00000000000..138569f04f7
--- /dev/null
+++ b/tests/queries/0_stateless/01541_max_memory_usage_for_user.reference
@@ -0,0 +1,5 @@
+HTTP
+TCP_ONE_SESSION
+TCP
+OK
+KILL sleep
diff --git a/tests/queries/0_stateless/01541_max_memory_usage_for_user.sh b/tests/queries/0_stateless/01541_max_memory_usage_for_user.sh
new file mode 100755
index 00000000000..ecae442b134
--- /dev/null
+++ b/tests/queries/0_stateless/01541_max_memory_usage_for_user.sh
@@ -0,0 +1,62 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+# Regression for MemoryTracker drift via HTTP queries.
+#
+# For this will be used:
+# - max_memory_usage_for_user
+# - one users' query in background (to avoid reseting max_memory_usage_for_user)
+
+query="SELECT groupArray(repeat('a', 1000)) FROM numbers(10000) GROUP BY number%10 FORMAT JSON"
+
+function execute_http()
+{
+    for _ in {1..100}; do
+        $CLICKHOUSE_CURL -sS "$CLICKHOUSE_URL&max_memory_usage_for_user=100Mi&max_threads=1" -d@- <<<"$query" | grep -F DB::Exception:
+    done
+}
+function execute_tcp()
+{
+    # slow in debug, but should trigger the problem in ~10 iterations, so 20 is ok
+    for _ in {1..20}; do
+        ${CLICKHOUSE_CLIENT} --max_memory_usage_for_user=100Mi --max_threads=1 -q "$query" | grep -F DB::Exception:
+    done
+}
+function execute_tcp_one_session()
+{
+    for _ in {1..30}; do
+        echo "$query;"
+    done | ${CLICKHOUSE_CLIENT} -nm --max_memory_usage_for_user=100Mi --max_threads=1 | grep -F DB::Exception:
+}
+
+
+# one users query in background (to avoid reseting max_memory_usage_for_user)
+# --max_block_size=1 to make it killable (check the state each 1 second, 1 row)
+# (the test takes ~40 seconds in debug build, so 60 seconds is ok)
+query_id=$$-$RANDOM-$SECONDS
+${CLICKHOUSE_CLIENT} --max_block_size=1 --format Null --query_id $query_id -q 'SELECT sleepEachRow(1) FROM numbers(600)' &
+# trap
+sleep_query_pid=$!
+function cleanup()
+{
+    echo 'KILL sleep'
+    # if the timeout will not be enough, it will trigger "No such process" error/message
+    kill $sleep_query_pid
+    # waiting for a query to finish
+    while ${CLICKHOUSE_CLIENT} -q "SELECT query_id FROM system.processes WHERE query_id = '$query_id'" | grep -xq "$query_id"; do
+        sleep 0.1
+    done
+}
+trap cleanup EXIT
+
+echo 'HTTP'
+execute_http
+echo 'TCP_ONE_SESSION'
+execute_tcp_one_session
+echo 'TCP'
+execute_tcp
+echo 'OK'
+
+exit 0
diff --git a/tests/queries/0_stateless/01542_dictionary_load_exception_race.reference b/tests/queries/0_stateless/01542_dictionary_load_exception_race.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01542_dictionary_load_exception_race.sh b/tests/queries/0_stateless/01542_dictionary_load_exception_race.sh
new file mode 100755
index 00000000000..8782faac003
--- /dev/null
+++ b/tests/queries/0_stateless/01542_dictionary_load_exception_race.sh
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+
+$CLICKHOUSE_CLIENT --query "DROP DATABASE IF EXISTS database_for_dict"
+$CLICKHOUSE_CLIENT --query "CREATE DATABASE database_for_dict"
+$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS database_for_dict.table_for_dict"
+$CLICKHOUSE_CLIENT --query "CREATE TABLE database_for_dict.table_for_dict (key_column UInt64, second_column UInt64, third_column String) ENGINE = MergeTree() ORDER BY key_column"
+$CLICKHOUSE_CLIENT --query "INSERT INTO database_for_dict.table_for_dict VALUES (100500, 10000000, 'Hello world')"
+
+$CLICKHOUSE_CLIENT --query "DROP DATABASE IF EXISTS ordinary_db"
+$CLICKHOUSE_CLIENT --query "CREATE DATABASE ordinary_db"
+$CLICKHOUSE_CLIENT --query "CREATE DICTIONARY ordinary_db.dict1 ( key_column UInt64 DEFAULT 0, second_column UInt64 DEFAULT 1, third_column String DEFAULT 'qqq' ) PRIMARY KEY key_column SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'table_for_dict' PASSWORD '' DB 'database_for_dict')) LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT()) SETTINGS(max_result_bytes=1)"
+
+function dict_get_thread()
+{
+    while true; do
+        $CLICKHOUSE_CLIENT --query "SELECT dictGetString('ordinary_db.dict1', 'third_column', toUInt64(rand() % 1000)) from numbers(2)" &>/dev/null
+    done
+}
+
+export -f dict_get_thread;
+
+TIMEOUT=10
+
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+timeout $TIMEOUT bash -c dict_get_thread 2> /dev/null &
+
+wait
+
+$CLICKHOUSE_CLIENT --query "DROP DATABASE IF EXISTS ordinary_db"
+$CLICKHOUSE_CLIENT --query "DROP DATABASE IF EXISTS database_for_dict"
diff --git a/tests/queries/0_stateless/01543_avro_deserialization_with_lc.reference b/tests/queries/0_stateless/01543_avro_deserialization_with_lc.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01543_avro_deserialization_with_lc.sh b/tests/queries/0_stateless/01543_avro_deserialization_with_lc.sh
new file mode 100755
index 00000000000..0971396ec9c
--- /dev/null
+++ b/tests/queries/0_stateless/01543_avro_deserialization_with_lc.sh
@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT --query "CREATE TABLE IF NOT EXISTS test_01543 (value LowCardinality(String)) ENGINE=Memory()"
+$CLICKHOUSE_CLIENT --query "INSERT INTO test_01543 SELECT toString(number) FROM numbers(1000)"
+
+$CLICKHOUSE_CLIENT -q "SELECT * FROM test_01543 FORMAT Avro" |
+    $CLICKHOUSE_CLIENT -q "INSERT INTO test_01543 FORMAT Avro";
+
+$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS test_01543"
diff --git a/tests/queries/0_stateless/01543_parse_datetime_besteffort_or_null_empty_string.reference b/tests/queries/0_stateless/01543_parse_datetime_besteffort_or_null_empty_string.reference
new file mode 100644
index 00000000000..14be7c77e23
--- /dev/null
+++ b/tests/queries/0_stateless/01543_parse_datetime_besteffort_or_null_empty_string.reference
@@ -0,0 +1,8 @@
+2010-01-01 00:00:00
+2010-01-01 01:01:01
+2000-01-01 01:01:01
+\N
+\N
+\N
+\N
+\N
diff --git a/tests/queries/0_stateless/01543_parse_datetime_besteffort_or_null_empty_string.sql b/tests/queries/0_stateless/01543_parse_datetime_besteffort_or_null_empty_string.sql
new file mode 100644
index 00000000000..66d28534b30
--- /dev/null
+++ b/tests/queries/0_stateless/01543_parse_datetime_besteffort_or_null_empty_string.sql
@@ -0,0 +1,8 @@
+SELECT parseDateTimeBestEffortOrNull('2010-01-01');
+SELECT parseDateTimeBestEffortOrNull('2010-01-01 01:01:01');
+SELECT parseDateTimeBestEffortOrNull('01:01:01');
+SELECT parseDateTimeBestEffortOrNull('20100');
+SELECT parseDateTimeBestEffortOrNull('0100:0100:0000');
+SELECT parseDateTimeBestEffortOrNull('x');
+SELECT parseDateTimeBestEffortOrNull('');
+SELECT parseDateTimeBestEffortOrNull('       ');
diff --git a/tests/queries/0_stateless/01544_errorCodeToName.reference b/tests/queries/0_stateless/01544_errorCodeToName.reference
new file mode 100644
index 00000000000..ace588644e1
--- /dev/null
+++ b/tests/queries/0_stateless/01544_errorCodeToName.reference
@@ -0,0 +1,4 @@
+
+
+OK
+UNSUPPORTED_METHOD
diff --git a/tests/queries/0_stateless/01544_errorCodeToName.sql b/tests/queries/0_stateless/01544_errorCodeToName.sql
new file mode 100644
index 00000000000..9e28ed1116c
--- /dev/null
+++ b/tests/queries/0_stateless/01544_errorCodeToName.sql
@@ -0,0 +1,4 @@
+SELECT errorCodeToName(toUInt32(-1));
+SELECT errorCodeToName(600); /* gap in error codes */
+SELECT errorCodeToName(0);
+SELECT errorCodeToName(1);
diff --git a/tests/queries/0_stateless/01545_system_errors.reference b/tests/queries/0_stateless/01545_system_errors.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01545_system_errors.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01545_system_errors.sh b/tests/queries/0_stateless/01545_system_errors.sh
new file mode 100755
index 00000000000..402c4e34116
--- /dev/null
+++ b/tests/queries/0_stateless/01545_system_errors.sh
@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+prev="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO'")"
+$CLICKHOUSE_CLIENT -q 'SELECT throwIf(1)' >& /dev/null
+cur="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO'")"
+echo $((cur - prev))
diff --git a/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference
new file mode 100644
index 00000000000..0463db26710
--- /dev/null
+++ b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference
@@ -0,0 +1,4 @@
+0
+0
+1
+1
diff --git a/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql
new file mode 100644
index 00000000000..f0f681288cf
--- /dev/null
+++ b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql
@@ -0,0 +1,54 @@
+set log_queries_min_query_duration_ms=300000;
+set log_query_threads=1;
+set log_queries=1;
+
+--
+-- fast -- no logging
+--
+select '01546_log_queries_min_query_duration_ms-fast' format Null;
+system flush logs;
+
+-- No logging, since the query is fast enough.
+select count()
+from system.query_log
+where
+    query like '%01546_log_queries_min_query_duration_ms-fast%'
+    and query not like '%system.query_log%'
+    and current_database = currentDatabase()
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
+select count()
+from system.query_thread_log
+where
+    query like '%01546_log_queries_min_query_duration_ms-fast%'
+    and query not like '%system.query_thread_log%'
+    and current_database = currentDatabase()
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
+
+--
+-- slow -- query logged
+--
+set log_queries_min_query_duration_ms=300;
+select '01546_log_queries_min_query_duration_ms-slow', sleep(0.4) format Null;
+system flush logs;
+
+-- With the limit on minimum execution time, "query start" and "exception before start" events are not logged, only query finish.
+select count()
+from system.query_log
+where
+    query like '%01546_log_queries_min_query_duration_ms-slow%'
+    and query not like '%system.query_log%'
+    and current_database = currentDatabase()
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
+-- There at least two threads involved in a simple query
+-- (one thread just waits another, sigh)
+select count() == 2
+from system.query_thread_log
+where
+    query like '%01546_log_queries_min_query_duration_ms-slow%'
+    and query not like '%system.query_thread_log%'
+    and current_database = currentDatabase()
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
diff --git a/tests/queries/0_stateless/01547_query_log_current_database.reference b/tests/queries/0_stateless/01547_query_log_current_database.reference
new file mode 100644
index 00000000000..6ed281c757a
--- /dev/null
+++ b/tests/queries/0_stateless/01547_query_log_current_database.reference
@@ -0,0 +1,2 @@
+1
+1
diff --git a/tests/queries/0_stateless/01547_query_log_current_database.sql b/tests/queries/0_stateless/01547_query_log_current_database.sql
new file mode 100644
index 00000000000..c0ad22163ba
--- /dev/null
+++ b/tests/queries/0_stateless/01547_query_log_current_database.sql
@@ -0,0 +1,37 @@
+--
+-- This is more cleaner approach for writing a test that relies on system.query_log/query_thread_log.
+--
+-- It uses current database, and since clickhouse-test will generate random for
+-- each run you can run the test multiple times without worrying about
+-- overlaps.
+--
+-- There is still event_date/event_time filter for better performance
+-- (even though this is not relevant for runs on CI)
+--
+
+set log_query_threads=1;
+set log_queries_min_type='QUERY_FINISH';
+set log_queries=1;
+select '01547_query_log_current_database' from system.one format Null;
+set log_queries=0;
+set log_query_threads=0;
+
+system flush logs;
+
+select count()
+from system.query_log
+where
+    query like '%01547_query_log_current_database%'
+    and current_database = currentDatabase()
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
+
+-- at least two threads for processing
+-- (but one just waits for another, sigh)
+select count() == 2
+from system.query_thread_log
+where
+    query like '%01547_query_log_current_database%'
+    and current_database = currentDatabase()
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
diff --git a/tests/queries/0_stateless/01548_lzy305.reference b/tests/queries/0_stateless/01548_lzy305.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01548_lzy305.sql b/tests/queries/0_stateless/01548_lzy305.sql
new file mode 100644
index 00000000000..e2929b1bb1f
--- /dev/null
+++ b/tests/queries/0_stateless/01548_lzy305.sql
@@ -0,0 +1,148 @@
+DROP TABLE IF EXISTS fct_rt_dc_shop_sku_vender_day;
+
+create table fct_rt_dc_shop_sku_vender_day
+(
+    stat_year UInt16,
+    stat_month UInt32,
+    stat_day Date,
+    out_buid UInt8,
+    out_shop_id String,
+    in_shop_id LowCardinality(String),
+    datasource UInt8,
+    venderid String,
+    categorytreeid UInt8,
+    categoryid String,
+    goodsid LowCardinality(String),
+    logistics UInt8,
+    buntype UInt8,
+    dctype UInt8,
+    shopformid UInt8,
+    rt_qty Decimal(18,4),
+    rt_cost Decimal(18,4),
+    rt_taxcost Decimal(18,4),
+    rt_boxes Decimal(18,4),
+    rt_shops Nullable(String),
+    rt_drygood_qty Decimal(18,4),
+    rt_drygood_cost Decimal(18,4),
+    rt_drygood_boxes Decimal(18,4),
+    rt_drygood_shops LowCardinality(Nullable(String)),
+    rt_fresh_qty Decimal(18,4),
+    rt_fresh_cost Decimal(18,4),
+    rt_fresh_shops LowCardinality(Nullable(String)),
+    rt_supshop_cost Decimal(18,4),
+    rt_supshop_qty Decimal(18,4),
+    rt_supshop_boxes Decimal(18,4),
+    rt_supshop_shops LowCardinality(Nullable(String)),
+    rt_smallshop_cost Decimal(18,4),
+    rt_smallshop_qty Decimal(18,4),
+    rt_smallshop_boxes Decimal(18,4),
+    rt_smallshop_shops LowCardinality(Nullable(String)),
+    rt_dc_cost Decimal(18,4),
+    rt_dc_qty Decimal(18,4),
+    rt_dc_boxes Decimal(18,4),
+    rt_dc_shops LowCardinality(Nullable(String)),
+    rt_drygood_supshop_cost Decimal(18,4),
+    rt_drygood_supshop_qty Decimal(18,4),
+    rt_drygood_supshop_boxes Decimal(18,4),
+    rt_drygood_supshop_shops LowCardinality(Nullable(String)),
+    rt_drygood_smallshop_cost Decimal(18,4),
+    rt_drygood_smallshop_qty Decimal(18,4),
+    rt_drygood_smallshop_boxes Decimal(18,4),
+    rt_drygood_smallshop_shops LowCardinality(Nullable(String)),
+    rt_drygood_dc_cost Decimal(18,4),
+    rt_drygood_dc_qty Decimal(18,4),
+    rt_drygood_dc_boxes Decimal(18,4),
+    rt_drygood_dc_shops LowCardinality(Nullable(String)),
+    rt_fresh_supshop_cost Decimal(18,4),
+    rt_fresh_supshop_qty Decimal(18,4),
+    rt_fresh_supshop_shops LowCardinality(Nullable(String)),
+    rt_fresh_smallshop_cost Decimal(18,4),
+    rt_fresh_smallshop_qty Decimal(18,4),
+    rt_fresh_smallshop_shops LowCardinality(Nullable(String)),
+    rt_fresh_dc_cost Decimal(18,4),
+    rt_fresh_dc_qty Decimal(18,4),
+    rt_fresh_dc_shops LowCardinality(Nullable(String)),
+    stat_day_num String default formatDateTime(stat_day, '%F')
+)
+engine = MergeTree PARTITION BY toYYYYMM(stat_day) ORDER BY (stat_day, out_shop_id) SETTINGS index_granularity = 8192
+;
+
+
+select stat_year,
+       stat_month,
+       out_buid,
+       out_shop_id,
+       in_shop_id,
+       datasource,
+       venderid,
+       categorytreeid,
+       categoryid,
+       goodsid,
+       logistics,
+       buntype,
+       dctype,
+       shopformid,
+       sum(rt_qty),
+       sum(rt_cost),
+       sum(rt_taxcost),
+       sum(rt_boxes),
+       max(rt_shops),
+       sum(rt_drygood_qty),
+       sum(rt_drygood_cost),
+       sum(rt_drygood_boxes),
+       max(rt_drygood_shops),
+       sum(rt_fresh_qty),
+       sum(rt_fresh_cost),
+       max(rt_fresh_shops),
+       sum(rt_supshop_cost),
+       sum(rt_supshop_qty),
+       sum(rt_supshop_boxes),
+       max(rt_supshop_shops),
+       sum(rt_smallshop_cost),
+       sum(rt_smallshop_qty),
+       sum(rt_smallshop_boxes),
+       max(rt_smallshop_shops),
+       sum(rt_dc_cost),
+       sum(rt_dc_qty),
+       sum(rt_dc_boxes),
+       max(rt_dc_shops),
+       sum(rt_drygood_supshop_cost),
+       sum(rt_drygood_supshop_qty),
+       sum(rt_drygood_supshop_boxes),
+       max(rt_drygood_supshop_shops),
+       sum(rt_drygood_smallshop_cost),
+       sum(rt_drygood_smallshop_qty),
+       sum(rt_drygood_smallshop_boxes),
+       max(rt_drygood_smallshop_shops),
+       sum(rt_drygood_dc_cost),
+       sum(rt_drygood_dc_qty),
+       sum(rt_drygood_dc_boxes),
+       max(rt_drygood_dc_shops),
+       sum(rt_fresh_supshop_cost),
+       sum(rt_fresh_supshop_qty),
+       max(rt_fresh_supshop_shops),
+       sum(rt_fresh_smallshop_cost),
+       sum(rt_fresh_smallshop_qty),
+       max(rt_fresh_smallshop_shops),
+       sum(rt_fresh_dc_cost),
+       sum(rt_fresh_dc_qty),
+       max(rt_fresh_dc_shops)
+from fct_rt_dc_shop_sku_vender_day frdssvd
+where stat_day >= toDate('2016-01-01')
+  and stat_day < addMonths(toDate('2016-01-01'), 1)
+group by stat_year,
+         stat_month,
+         out_buid,
+         out_shop_id,
+         in_shop_id,
+         datasource,
+         venderid,
+         categorytreeid,
+         categoryid,
+         goodsid,
+         logistics,
+         buntype,
+         dctype,
+         shopformid;
+
+DROP TABLE fct_rt_dc_shop_sku_vender_day;
diff --git a/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference b/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference
new file mode 100644
index 00000000000..6ed281c757a
--- /dev/null
+++ b/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference
@@ -0,0 +1,2 @@
+1
+1
diff --git a/tests/queries/0_stateless/01548_query_log_query_execution_ms.sql b/tests/queries/0_stateless/01548_query_log_query_execution_ms.sql
new file mode 100644
index 00000000000..e80e84646be
--- /dev/null
+++ b/tests/queries/0_stateless/01548_query_log_query_execution_ms.sql
@@ -0,0 +1,28 @@
+set log_query_threads=1;
+set log_queries_min_type='QUERY_FINISH';
+set log_queries=1;
+select '01548_query_log_query_execution_ms', sleep(0.4) format Null;
+set log_queries=0;
+set log_query_threads=0;
+
+system flush logs;
+
+select count()
+from system.query_log
+where
+    query like '%01548_query_log_query_execution_ms%'
+    and current_database = currentDatabase()
+    and query_duration_ms between 100 and 800
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
+
+-- at least two threads for processing
+-- (but one just waits for another, sigh)
+select count() == 2
+from system.query_thread_log
+where
+    query like '%01548_query_log_query_execution_ms%'
+    and current_database = currentDatabase()
+    and query_duration_ms between 100 and 800
+    and event_date = today()
+    and event_time >= now() - interval 1 minute;
diff --git a/tests/queries/0_stateless/01548_uncomparable_columns_in_keys.reference b/tests/queries/0_stateless/01548_uncomparable_columns_in_keys.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01548_uncomparable_columns_in_keys.sql b/tests/queries/0_stateless/01548_uncomparable_columns_in_keys.sql
new file mode 100644
index 00000000000..ff51085f58c
--- /dev/null
+++ b/tests/queries/0_stateless/01548_uncomparable_columns_in_keys.sql
@@ -0,0 +1,9 @@
+DROP TABLE IF EXISTS uncomparable_keys;
+
+CREATE TABLE foo (id UInt64, key AggregateFunction(max, UInt64)) ENGINE MergeTree ORDER BY key; --{serverError 549}
+
+CREATE TABLE foo (id UInt64, key AggregateFunction(max, UInt64)) ENGINE MergeTree PARTITION BY key; --{serverError 549}
+
+CREATE TABLE foo (id UInt64, key AggregateFunction(max, UInt64)) ENGINE MergeTree ORDER BY (key) SAMPLE BY key; --{serverError 549}
+
+DROP TABLE IF EXISTS uncomparable_keys;
diff --git a/tests/queries/0_stateless/01549_low_cardinality_materialized_view.reference b/tests/queries/0_stateless/01549_low_cardinality_materialized_view.reference
new file mode 100644
index 00000000000..43841425c7a
--- /dev/null
+++ b/tests/queries/0_stateless/01549_low_cardinality_materialized_view.reference
@@ -0,0 +1,3 @@
+5754696928334414137	test
+HASH_VAL	UInt64					
+STR_VAL	LowCardinality(String)					
diff --git a/tests/queries/0_stateless/01549_low_cardinality_materialized_view.sql b/tests/queries/0_stateless/01549_low_cardinality_materialized_view.sql
new file mode 100644
index 00000000000..a522748b04c
--- /dev/null
+++ b/tests/queries/0_stateless/01549_low_cardinality_materialized_view.sql
@@ -0,0 +1,12 @@
+DROP TABLE IF EXISTS HASH_MV;
+DROP TABLE IF EXISTS HASH_TEST_INSERT;
+
+CREATE TABLE HASH_TEST_INSERT (STR_VAL String) ENGINE = Null;
+CREATE MATERIALIZED VIEW HASH_MV (HASH_VAL UInt64, STR_VAL LowCardinality(String)) ENGINE = ReplacingMergeTree ORDER BY HASH_VAL AS SELECT xxHash64(STR_VAL) AS HASH_VAL, toLowCardinality(STR_VAL) AS STR_VAL FROM HASH_TEST_INSERT;
+INSERT INTO HASH_TEST_INSERT VALUES ('test');
+
+SELECT * FROM HASH_MV;
+DESC (SELECT * FROM HASH_MV);
+
+DROP TABLE HASH_MV;
+DROP TABLE HASH_TEST_INSERT;
diff --git a/tests/queries/0_stateless/01550_mutation_subquery.reference b/tests/queries/0_stateless/01550_mutation_subquery.reference
new file mode 100644
index 00000000000..9b4140c39e0
--- /dev/null
+++ b/tests/queries/0_stateless/01550_mutation_subquery.reference
@@ -0,0 +1,2 @@
+1	2
+---
diff --git a/tests/queries/0_stateless/01550_mutation_subquery.sql b/tests/queries/0_stateless/01550_mutation_subquery.sql
new file mode 100644
index 00000000000..811c5eb4d0b
--- /dev/null
+++ b/tests/queries/0_stateless/01550_mutation_subquery.sql
@@ -0,0 +1,11 @@
+DROP TABLE IF EXISTS t;
+
+CREATE TABLE t(`id` String, `dealer_id` String) ENGINE = MergeTree() ORDER BY id SETTINGS index_granularity = 8192;
+insert into t(id, dealer_id) values('1','2');
+SELECT * FROM t;
+SET mutations_sync = 1;
+ALTER TABLE t DELETE WHERE id in (select id from t as tmp);
+SELECT '---';
+SELECT * FROM t;
+
+DROP TABLE t;
diff --git a/tests/queries/0_stateless/01550_query_identifier_parameters.reference b/tests/queries/0_stateless/01550_query_identifier_parameters.reference
new file mode 100644
index 00000000000..751ee1ae00e
--- /dev/null
+++ b/tests/queries/0_stateless/01550_query_identifier_parameters.reference
@@ -0,0 +1,5 @@
+0
+0
+0
+0
+45
diff --git a/tests/queries/0_stateless/01550_query_identifier_parameters.sh b/tests/queries/0_stateless/01550_query_identifier_parameters.sh
new file mode 100755
index 00000000000..85ca67e4e3c
--- /dev/null
+++ b/tests/queries/0_stateless/01550_query_identifier_parameters.sh
@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT --param_tbl 'numbers' --query 'select * from system.{tbl:Identifier} limit 1'
+$CLICKHOUSE_CLIENT --param_db 'system' --param_tbl 'numbers' --query 'select * from {db:Identifier}.{tbl:Identifier} limit 1'
+$CLICKHOUSE_CLIENT --param_col 'number' --query 'select {col:Identifier} from system.numbers limit 1'
+$CLICKHOUSE_CLIENT --param_col 'number' --query 'select a.{col:Identifier} from system.numbers a limit 1'
+$CLICKHOUSE_CLIENT --param_tbl 'numbers' --param_col 'number' --query 'select sum({tbl:Identifier}.{col:Identifier}) FROM (select * from system.{tbl:Identifier} limit 10) numbers'
diff --git a/tests/queries/0_stateless/01551_context_uaf.reference b/tests/queries/0_stateless/01551_context_uaf.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01551_context_uaf.sql b/tests/queries/0_stateless/01551_context_uaf.sql
new file mode 100644
index 00000000000..03a6c1c49ca
--- /dev/null
+++ b/tests/queries/0_stateless/01551_context_uaf.sql
@@ -0,0 +1,10 @@
+DROP TABLE IF EXISTS f;
+DROP TABLE IF EXISTS v;
+
+create table f(s String) engine File(TSV, '/dev/null');
+create view v as (select * from f);
+select * from v; -- was failing long time ago
+select * from merge('', 'f'); -- was failing long time ago
+
+DROP TABLE f;
+DROP TABLE v;
diff --git a/tests/queries/0_stateless/01552_alter_name_collision.reference b/tests/queries/0_stateless/01552_alter_name_collision.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01552_alter_name_collision.sql b/tests/queries/0_stateless/01552_alter_name_collision.sql
new file mode 100644
index 00000000000..dc717f1071a
--- /dev/null
+++ b/tests/queries/0_stateless/01552_alter_name_collision.sql
@@ -0,0 +1,3 @@
+DROP TABLE IF EXISTS test;
+CREATE TABLE test(test String DEFAULT 'test', test_tmp Int DEFAULT 1)ENGINE = Memory;
+DROP TABLE test;
diff --git a/tests/queries/0_stateless/01552_dict_fixedstring.reference b/tests/queries/0_stateless/01552_dict_fixedstring.reference
new file mode 100644
index 00000000000..2f877f0c754
--- /dev/null
+++ b/tests/queries/0_stateless/01552_dict_fixedstring.reference
@@ -0,0 +1,2 @@
+
+Hello\0World
diff --git a/tests/queries/0_stateless/01552_dict_fixedstring.sql b/tests/queries/0_stateless/01552_dict_fixedstring.sql
new file mode 100644
index 00000000000..7e0269f8e50
--- /dev/null
+++ b/tests/queries/0_stateless/01552_dict_fixedstring.sql
@@ -0,0 +1,20 @@
+DROP TABLE IF EXISTS src;
+
+CREATE TABLE src (k UInt64, s FixedString(11)) ENGINE = Memory;
+INSERT INTO src VALUES (1, 'Hello\0World');
+
+DROP DICTIONARY IF EXISTS dict;
+CREATE DICTIONARY dict
+(
+    k UInt64,
+    s String
+)
+PRIMARY KEY k
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER default TABLE 'src'))
+LAYOUT(FLAT)
+LIFETIME(MIN 10 MAX 10);
+
+SELECT dictGet(currentDatabase() || '.dict', 's', number) FROM numbers(2);
+
+DROP TABLE src;
+DROP DICTIONARY dict;
diff --git a/tests/queries/0_stateless/01553_settings_early_apply.reference b/tests/queries/0_stateless/01553_settings_early_apply.reference
new file mode 100644
index 00000000000..3dad208be5d
--- /dev/null
+++ b/tests/queries/0_stateless/01553_settings_early_apply.reference
@@ -0,0 +1,43 @@
+ number
+
+      0 
+ number
+
+      1 
+0
+1
+2
+3
+4
+5
+6
+7
+8
+9
+{
+	"meta":
+	[
+		{
+			"name": "number",
+			"type": "UInt64"
+		}
+	],
+
+	"data":
+	[
+		["0"],
+		["1"],
+		["2"],
+		["3"],
+		["4"],
+		["5"],
+		["6"],
+		["7"],
+		["8"],
+		["9"]
+	],
+
+	"rows": 10,
+
+	"rows_before_limit_at_least": 10
+}
diff --git a/tests/queries/0_stateless/01553_settings_early_apply.sql b/tests/queries/0_stateless/01553_settings_early_apply.sql
new file mode 100644
index 00000000000..48178c38f33
--- /dev/null
+++ b/tests/queries/0_stateless/01553_settings_early_apply.sql
@@ -0,0 +1,8 @@
+select * from numbers(100) settings max_result_rows = 1; -- { serverError 396 }
+select * from numbers(100) FORMAT JSON settings max_result_rows = 1; -- { serverError 396 }
+
+SET max_result_rows = 1;
+select * from numbers(10); -- { serverError 396 }
+select * from numbers(10) SETTINGS result_overflow_mode = 'break', max_block_size = 1 FORMAT PrettySpaceNoEscapes;
+select * from numbers(10) settings max_result_rows = 10;
+select * from numbers(10) FORMAT JSONCompact settings max_result_rows = 10, output_format_write_statistics = 0;
diff --git a/tests/queries/0_stateless/01554_row_number_after_cannot_read_all_data.reference b/tests/queries/0_stateless/01554_row_number_after_cannot_read_all_data.reference
new file mode 100644
index 00000000000..00bd5c46d6d
--- /dev/null
+++ b/tests/queries/0_stateless/01554_row_number_after_cannot_read_all_data.reference
@@ -0,0 +1 @@
+(at row 2)
diff --git a/tests/queries/0_stateless/01554_row_number_after_cannot_read_all_data.sh b/tests/queries/0_stateless/01554_row_number_after_cannot_read_all_data.sh
new file mode 100755
index 00000000000..a29b44d2f16
--- /dev/null
+++ b/tests/queries/0_stateless/01554_row_number_after_cannot_read_all_data.sh
@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. "$CURDIR"/../shell_config.sh
+
+echo -n -e '\x01\x00\x00\x00\x05Hello\x80' | ${CLICKHOUSE_LOCAL} --structure 'x UInt32, s String' --query "SELECT * FROM table" --input-format RowBinary 2>&1 | grep -oF '(at row 2)'
diff --git a/tests/queries/0_stateless/arcadia_skip_list.txt b/tests/queries/0_stateless/arcadia_skip_list.txt
index c3b5c57d7f2..8ece63c419c 100644
--- a/tests/queries/0_stateless/arcadia_skip_list.txt
+++ b/tests/queries/0_stateless/arcadia_skip_list.txt
@@ -153,3 +153,9 @@
 01515_force_data_skipping_indices
 01526_complex_key_dict_direct_layout
 01509_dictionary_preallocate
+01526_max_untracked_memory
+01530_drop_database_atomic_sync
+01546_log_queries_min_query_duration_ms
+01547_query_log_current_database
+01548_query_log_query_execution_ms
+01552_dict_fixedstring
diff --git a/tests/queries/query_test.py b/tests/queries/query_test.py
index bac38d0334e..d0fc5759667 100644
--- a/tests/queries/query_test.py
+++ b/tests/queries/query_test.py
@@ -11,19 +11,21 @@ import sys
 def run_client(bin_prefix, port, query, reference, replace_map={}):
     client = subprocess.Popen([bin_prefix + '-client', '--port', str(port), '-m', '-n', '--testmode'],
                               stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
-    result, error = client.communicate(query)
+    result, error = client.communicate(query.encode('utf-8'))
     assert client.returncode is not None, "Client should exit after processing all queries"
 
     for old, new in replace_map.items():
-        result = result.replace(old, new)
+        result = result.replace(old.encode('utf-8'), new.encode('utf-8'))
 
     if client.returncode != 0:
-        print(error, file=sys.stderr)
+        print(error.decode('utf-8'), file=sys.stderr)
         pytest.fail('Client died unexpectedly with code {code}'.format(code=client.returncode), pytrace=False)
     elif result != reference:
         pytest.fail("Query output doesn't match reference:{eol}{diff}".format(
                 eol=os.linesep,
-                diff=os.linesep.join(l.strip() for l in difflib.unified_diff(reference.splitlines(), result.splitlines(), fromfile='expected', tofile='actual'))),
+                diff=os.linesep.join(l.strip() for l in difflib.unified_diff(reference.decode('utf-8').splitlines(),
+                                                                             result.decode('utf-8').splitlines(),
+                                                                             fromfile='expected', tofile='actual'))),
             pytrace=False)
 
 
@@ -32,7 +34,7 @@ def random_str(length=10):
     return ''.join(random.choice(alphabet) for _ in range(length))
 
 
-@pytest.mark.timeout(timeout=10, method='signal')
+@pytest.mark.timeout(timeout=30, method='signal')
 def test_query(bin_prefix, sql_query, standalone_server):
     tcp_port = standalone_server.tcp_port
 
@@ -44,7 +46,7 @@ def test_query(bin_prefix, sql_query, standalone_server):
 
     with open(query_path, 'r') as file:
         query = file.read()
-    with open(reference_path, 'r') as file:
+    with open(reference_path, 'rb') as file:
         reference = file.read()
 
     random_name = 'test_{random}'.format(random=random_str())
@@ -52,9 +54,9 @@ def test_query(bin_prefix, sql_query, standalone_server):
     run_client(bin_prefix, tcp_port, query, reference, {random_name: 'default'})
 
     query = "SELECT 'SHOW ORPHANED TABLES'; SELECT name FROM system.tables WHERE database != 'system' ORDER BY (database, name);"
-    run_client(bin_prefix, tcp_port, query, 'SHOW ORPHANED TABLES\n')
+    run_client(bin_prefix, tcp_port, query, b'SHOW ORPHANED TABLES\n')
 
-    run_client(bin_prefix, tcp_port, 'DROP DATABASE {random};'.format(random=random_name), '')
+    run_client(bin_prefix, tcp_port, 'DROP DATABASE {random};'.format(random=random_name), b'')
 
     query = "SELECT 'SHOW ORPHANED DATABASES'; SHOW DATABASES;"
-    run_client(bin_prefix, tcp_port, query, 'SHOW ORPHANED DATABASES\n_temporary_and_external_tables\ndefault\nsystem\n')
+    run_client(bin_prefix, tcp_port, query, b'SHOW ORPHANED DATABASES\n_temporary_and_external_tables\ndefault\nsystem\n')
diff --git a/tests/queries/server.py b/tests/queries/server.py
index cb0755db6ae..c4f8968e08a 100644
--- a/tests/queries/server.py
+++ b/tests/queries/server.py
@@ -63,7 +63,7 @@ class ServerThread(threading.Thread):
                 try:
                     time.sleep(ServerThread.DEFAULT_SERVER_DELAY)
                     s = socket.create_connection(('localhost', self.tcp_port), ServerThread.DEFAULT_CONNECTION_TIMEOUT)
-                    s.sendall('G')  # trigger expected "bad" HELLO response
+                    s.sendall(b'G')  # trigger expected "bad" HELLO response
                     print('Successful server response:', s.recv(1024))  # FIXME: read whole buffered response
                     s.shutdown(socket.SHUT_RDWR)
                     s.close()
@@ -76,8 +76,8 @@ class ServerThread(threading.Thread):
             # If process has died then try to fetch output before releasing lock
             if self._proc.returncode is not None:
                 stdout, stderr = self._proc.communicate()
-                print(stdout, file=sys.stderr)
-                print(stderr, file=sys.stderr)
+                print(stdout.decode('utf-8'), file=sys.stderr)
+                print(stderr.decode('utf-8'), file=sys.stderr)
 
             if self._proc.returncode == 70:  # Address already in use
                 retries -= 1
@@ -137,19 +137,34 @@ ServerThread.DEFAULT_SERVER_CONFIG = \
         </test_shard_localhost>
 
         <test_cluster_two_shards_localhost>
-             <shard>
-                 <replica>
-                     <host>localhost</host>
-                     <port>{tcp_port}</port>
-                 </replica>
-             </shard>
-             <shard>
-                 <replica>
-                     <host>localhost</host>
-                     <port>{tcp_port}</port>
-                 </replica>
-             </shard>
-         </test_cluster_two_shards_localhost>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>{tcp_port}</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>{tcp_port}</port>
+                </replica>
+            </shard>
+        </test_cluster_two_shards_localhost>
+
+        <test_cluster_two_shards>
+            <shard>
+                <replica>
+                    <host>127.0.0.1</host>
+                    <port>{tcp_port}</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>127.0.0.2</host>
+                    <port>{tcp_port}</port>
+                </replica>
+            </shard>
+        </test_cluster_two_shards>
 
         <test_unavailable_shard>
             <shard>
diff --git a/tests/queries/shell_config.sh b/tests/queries/shell_config.sh
index 1fe199be48f..9249fbc0411 100644
--- a/tests/queries/shell_config.sh
+++ b/tests/queries/shell_config.sh
@@ -1,16 +1,18 @@
+#!/usr/bin/env bash
+
 export CLICKHOUSE_DATABASE=${CLICKHOUSE_DATABASE:="test"}
 export CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL:="warning"}
-[ -n "$CLICKHOUSE_CONFIG_CLIENT" ] && CLICKHOUSE_CLIENT_OPT0+=" --config-file=${CLICKHOUSE_CONFIG_CLIENT} "
-[ -n "${CLICKHOUSE_HOST}" ] && CLICKHOUSE_CLIENT_OPT0+=" --host=${CLICKHOUSE_HOST} "
-[ -n "${CLICKHOUSE_PORT_TCP}" ] && CLICKHOUSE_CLIENT_OPT0+=" --port=${CLICKHOUSE_PORT_TCP} "
-[ -n "${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL}" ] && CLICKHOUSE_CLIENT_OPT0+=" --send_logs_level=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL} "
-[ -n "${CLICKHOUSE_DATABASE}" ] && CLICKHOUSE_CLIENT_OPT0+=" --database=${CLICKHOUSE_DATABASE} "
+[ -v CLICKHOUSE_CONFIG_CLIENT ] && CLICKHOUSE_CLIENT_OPT0+=" --config-file=${CLICKHOUSE_CONFIG_CLIENT} "
+[ -v CLICKHOUSE_HOST ] && CLICKHOUSE_CLIENT_OPT0+=" --host=${CLICKHOUSE_HOST} "
+[ -v CLICKHOUSE_PORT_TCP ] && CLICKHOUSE_CLIENT_OPT0+=" --port=${CLICKHOUSE_PORT_TCP} "
+[ -v CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL ] && CLICKHOUSE_CLIENT_OPT0+=" --send_logs_level=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL} "
+[ -v CLICKHOUSE_DATABASE ] && CLICKHOUSE_CLIENT_OPT0+=" --database=${CLICKHOUSE_DATABASE} "
 
 export CLICKHOUSE_BINARY=${CLICKHOUSE_BINARY:="clickhouse"}
 [ -x "$CLICKHOUSE_BINARY-client" ] && CLICKHOUSE_CLIENT_BINARY=${CLICKHOUSE_CLIENT_BINARY:=$CLICKHOUSE_BINARY-client}
 [ -x "$CLICKHOUSE_BINARY" ] && CLICKHOUSE_CLIENT_BINARY=${CLICKHOUSE_CLIENT_BINARY:=$CLICKHOUSE_BINARY client}
 export CLICKHOUSE_CLIENT_BINARY=${CLICKHOUSE_CLIENT_BINARY:=$CLICKHOUSE_BINARY-client}
-export CLICKHOUSE_CLIENT=${CLICKHOUSE_CLIENT:="$CLICKHOUSE_CLIENT_BINARY ${CLICKHOUSE_CLIENT_OPT0} ${CLICKHOUSE_CLIENT_OPT}"}
+export CLICKHOUSE_CLIENT=${CLICKHOUSE_CLIENT:="$CLICKHOUSE_CLIENT_BINARY ${CLICKHOUSE_CLIENT_OPT0:-} ${CLICKHOUSE_CLIENT_OPT:-}"}
 [ -x "${CLICKHOUSE_BINARY}-local" ] && CLICKHOUSE_LOCAL=${CLICKHOUSE_LOCAL:="${CLICKHOUSE_BINARY}-local"}
 [ -x "${CLICKHOUSE_BINARY}" ] && CLICKHOUSE_LOCAL=${CLICKHOUSE_LOCAL:="${CLICKHOUSE_BINARY} local"}
 export CLICKHOUSE_LOCAL=${CLICKHOUSE_LOCAL:="${CLICKHOUSE_BINARY}-local"}
@@ -42,7 +44,7 @@ export CLICKHOUSE_PORT_HTTPS=${CLICKHOUSE_PORT_HTTPS:="8443"}
 export CLICKHOUSE_PORT_HTTP_PROTO=${CLICKHOUSE_PORT_HTTP_PROTO:="http"}
 
 # Add database to url params
-if [ -n "${CLICKHOUSE_URL_PARAMS}" ]
+if [ -v CLICKHOUSE_URL_PARAMS ]
 then
   export CLICKHOUSE_URL_PARAMS="${CLICKHOUSE_URL_PARAMS}&database=${CLICKHOUSE_DATABASE}"
 else
@@ -53,7 +55,7 @@ export CLICKHOUSE_URL=${CLICKHOUSE_URL:="${CLICKHOUSE_PORT_HTTP_PROTO}://${CLICK
 export CLICKHOUSE_URL_HTTPS=${CLICKHOUSE_URL_HTTPS:="https://${CLICKHOUSE_HOST}:${CLICKHOUSE_PORT_HTTPS}/"}
 
 # Add url params to url
-if [ -n "${CLICKHOUSE_URL_PARAMS}" ]
+if [ -v CLICKHOUSE_URL_PARAMS ]
 then
   export CLICKHOUSE_URL="${CLICKHOUSE_URL}?${CLICKHOUSE_URL_PARAMS}"
   export CLICKHOUSE_URL_HTTPS="${CLICKHOUSE_URL_HTTPS}?${CLICKHOUSE_URL_PARAMS}"
@@ -65,7 +67,7 @@ export CLICKHOUSE_URL_INTERSERVER=${CLICKHOUSE_URL_INTERSERVER:="${CLICKHOUSE_PO
 
 export CLICKHOUSE_CURL_COMMAND=${CLICKHOUSE_CURL_COMMAND:="curl"}
 export CLICKHOUSE_CURL_TIMEOUT=${CLICKHOUSE_CURL_TIMEOUT:="10"}
-export CLICKHOUSE_CURL=${CLICKHOUSE_CURL:="${CLICKHOUSE_CURL_COMMAND} -q --max-time ${CLICKHOUSE_CURL_TIMEOUT}"}
+export CLICKHOUSE_CURL=${CLICKHOUSE_CURL:="${CLICKHOUSE_CURL_COMMAND} -q -s --max-time ${CLICKHOUSE_CURL_TIMEOUT}"}
 export CLICKHOUSE_TMP=${CLICKHOUSE_TMP:="."}
 mkdir -p ${CLICKHOUSE_TMP}
 
diff --git a/tests/queries/skip_list.json b/tests/queries/skip_list.json
index 714371034a9..62921b17597 100644
--- a/tests/queries/skip_list.json
+++ b/tests/queries/skip_list.json
@@ -18,6 +18,7 @@
         "00157_cache_dictionary",
         "01193_metadata_loading",
         "01473_event_time_microseconds",
+        "01526_max_untracked_memory", /// requires TraceCollector, does not available under sanitizers
         "01474_executable_dictionary" /// informational stderr from sanitizer at start
     ],
     "address-sanitizer": [
@@ -27,6 +28,7 @@
         "odbc_roundtrip",
         "01103_check_cpu_instructions_at_startup",
         "01473_event_time_microseconds",
+        "01526_max_untracked_memory", /// requires TraceCollector, does not available under sanitizers
         "01193_metadata_loading"
     ],
     "ub-sanitizer": [
@@ -36,6 +38,7 @@
         "01103_check_cpu_instructions_at_startup",
         "00900_orc_load",
         "01473_event_time_microseconds",
+        "01526_max_untracked_memory", /// requires TraceCollector, does not available under sanitizers
         "01193_metadata_loading"
     ],
     "memory-sanitizer": [
@@ -47,6 +50,7 @@
         "00877_memory_limit_for_new_delete", /// memory limits don't work correctly under msan because it replaces malloc/free
         "01114_mysql_database_engine_segfault", /// it fails in _nss_files_parse_servent while using NSS from GLibc to authenticate (need to get rid of it)
         "01473_event_time_microseconds",
+        "01526_max_untracked_memory", /// requires TraceCollector, does not available under sanitizers
         "01193_metadata_loading"
     ],
     "debug-build": [
diff --git a/tests/testflows/ldap/configs/clickhouse/common.xml b/tests/testflows/aes_encryption/configs/clickhouse/common.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/common.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/common.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.d/logs.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.d/logs.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.d/logs.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.d/logs.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.d/ports.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.d/ports.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.d/ports.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.d/ports.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.d/remote.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.d/remote.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.d/remote.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.d/remote.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.d/ssl.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.d/ssl.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.d/ssl.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.d/ssl.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.d/storage.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.d/storage.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.d/storage.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.d/storage.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.d/zookeeper.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.d/zookeeper.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.d/zookeeper.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.d/zookeeper.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/config.xml b/tests/testflows/aes_encryption/configs/clickhouse/config.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/config.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/config.xml
diff --git a/tests/testflows/ldap/configs/clickhouse/ssl/dhparam.pem b/tests/testflows/aes_encryption/configs/clickhouse/ssl/dhparam.pem
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/ssl/dhparam.pem
rename to tests/testflows/aes_encryption/configs/clickhouse/ssl/dhparam.pem
diff --git a/tests/testflows/ldap/configs/clickhouse/ssl/server.crt b/tests/testflows/aes_encryption/configs/clickhouse/ssl/server.crt
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/ssl/server.crt
rename to tests/testflows/aes_encryption/configs/clickhouse/ssl/server.crt
diff --git a/tests/testflows/ldap/configs/clickhouse/ssl/server.key b/tests/testflows/aes_encryption/configs/clickhouse/ssl/server.key
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/ssl/server.key
rename to tests/testflows/aes_encryption/configs/clickhouse/ssl/server.key
diff --git a/tests/testflows/ldap/configs/clickhouse/users.xml b/tests/testflows/aes_encryption/configs/clickhouse/users.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse/users.xml
rename to tests/testflows/aes_encryption/configs/clickhouse/users.xml
diff --git a/tests/testflows/ldap/configs/clickhouse1/config.d/macros.xml b/tests/testflows/aes_encryption/configs/clickhouse1/config.d/macros.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse1/config.d/macros.xml
rename to tests/testflows/aes_encryption/configs/clickhouse1/config.d/macros.xml
diff --git a/tests/testflows/ldap/configs/clickhouse2/config.d/macros.xml b/tests/testflows/aes_encryption/configs/clickhouse2/config.d/macros.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse2/config.d/macros.xml
rename to tests/testflows/aes_encryption/configs/clickhouse2/config.d/macros.xml
diff --git a/tests/testflows/ldap/configs/clickhouse3/config.d/macros.xml b/tests/testflows/aes_encryption/configs/clickhouse3/config.d/macros.xml
similarity index 100%
rename from tests/testflows/ldap/configs/clickhouse3/config.d/macros.xml
rename to tests/testflows/aes_encryption/configs/clickhouse3/config.d/macros.xml
diff --git a/tests/testflows/aes_encryption/docker-compose/clickhouse-service.yml b/tests/testflows/aes_encryption/docker-compose/clickhouse-service.yml
new file mode 100644
index 00000000000..9787b37abbb
--- /dev/null
+++ b/tests/testflows/aes_encryption/docker-compose/clickhouse-service.yml
@@ -0,0 +1,28 @@
+version: '2.3'
+
+services:
+  clickhouse:
+    image: yandex/clickhouse-integration-test
+    expose:
+      - "9000"
+      - "9009"
+      - "8123"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.d/:/etc/clickhouse-server/users.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/ssl:/etc/clickhouse-server/ssl"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.xml:/etc/clickhouse-server/config.xml"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.xml:/etc/clickhouse-server/users.xml"
+      - "${CLICKHOUSE_TESTS_SERVER_BIN_PATH:-/usr/bin/clickhouse}:/usr/bin/clickhouse"
+      - "${CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH:-/usr/bin/clickhouse-odbc-bridge}:/usr/bin/clickhouse-odbc-bridge"
+    entrypoint: bash -c "clickhouse server --config-file=/etc/clickhouse-server/config.xml --log-file=/var/log/clickhouse-server/clickhouse-server.log --errorlog-file=/var/log/clickhouse-server/clickhouse-server.err.log"
+    healthcheck:
+      test: clickhouse client --query='select 1'
+      interval: 3s
+      timeout: 2s
+      retries: 40
+      start_period: 2s
+    cap_add:
+      - SYS_PTRACE
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/aes_encryption/docker-compose/docker-compose.yml b/tests/testflows/aes_encryption/docker-compose/docker-compose.yml
new file mode 100644
index 00000000000..04a51ad7ec0
--- /dev/null
+++ b/tests/testflows/aes_encryption/docker-compose/docker-compose.yml
@@ -0,0 +1,73 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    extends:
+      file: zookeeper-service.yml
+      service: zookeeper
+
+  mysql1:
+    extends:
+      file: mysql-service.yml
+      service: mysql
+    hostname: mysql1
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/mysql1/database:/var/lib/mysql"
+
+  clickhouse1:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse1
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse1/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse1/users.d:/etc/clickhouse-server/users.d"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse2:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse2
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse2/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse2/users.d:/etc/clickhouse-server/users.d"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse3:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse3
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse3/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse3/users.d:/etc/clickhouse-server/users.d"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  # dummy service which does nothing, but allows to postpone 
+  # 'docker-compose up -d' till all dependecies will go healthy
+  all_services_ready:
+    image: hello-world
+    depends_on:
+      mysql1:
+        condition: service_healthy
+      clickhouse1:
+        condition: service_healthy
+      clickhouse2:
+        condition: service_healthy
+      clickhouse3:
+        condition: service_healthy
+      zookeeper:
+        condition: service_healthy
diff --git a/tests/testflows/aes_encryption/docker-compose/mysql-service.yml b/tests/testflows/aes_encryption/docker-compose/mysql-service.yml
new file mode 100644
index 00000000000..6924bccfad5
--- /dev/null
+++ b/tests/testflows/aes_encryption/docker-compose/mysql-service.yml
@@ -0,0 +1,19 @@
+version: '2.3'
+
+services:
+  mysql:
+    image: mysql:5.7.30
+    restart: always
+    environment:
+      MYSQL_DATABASE: 'db'
+      MYSQL_USER: 'user'
+      MYSQL_PASSWORD: 'password'
+      MYSQL_ROOT_PASSWORD: 'password'
+    expose:
+      - '3306'
+    healthcheck:
+      test: mysql -D db -u user --password=password -e "select 1;"
+      interval: 3s
+      timeout: 2s
+      retries: 40
+      start_period: 2s
diff --git a/tests/testflows/aes_encryption/docker-compose/zookeeper-service.yml b/tests/testflows/aes_encryption/docker-compose/zookeeper-service.yml
new file mode 100644
index 00000000000..f3df33358be
--- /dev/null
+++ b/tests/testflows/aes_encryption/docker-compose/zookeeper-service.yml
@@ -0,0 +1,18 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    image: zookeeper:3.4.12
+    expose:
+      - "2181"
+    environment:
+      ZOO_TICK_TIME: 500
+      ZOO_MY_ID: 1
+    healthcheck:
+      test: echo stat | nc localhost 2181
+      interval: 3s
+      timeout: 2s
+      retries: 5
+      start_period: 2s
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/aes_encryption/regression.py b/tests/testflows/aes_encryption/regression.py
new file mode 100755
index 00000000000..06610f6e42b
--- /dev/null
+++ b/tests/testflows/aes_encryption/regression.py
@@ -0,0 +1,74 @@
+#!/usr/bin/env python3
+import sys
+from testflows.core import *
+
+append_path(sys.path, "..")
+
+from helpers.cluster import Cluster
+from helpers.argparser import argparser
+from aes_encryption.requirements import *
+
+xfails = {
+    # encrypt
+    "encrypt/invalid key or iv length for mode/mode=\"'aes-???-gcm'\", key_len=??, iv_len=12, aad=True/iv is too short":
+     [(Fail, "known issue")],
+    "encrypt/invalid key or iv length for mode/mode=\"'aes-???-gcm'\", key_len=??, iv_len=12, aad=True/iv is too long":
+     [(Fail, "known issue")],
+    # encrypt_mysql
+    "encrypt_mysql/key or iv length for mode/mode=\"'aes-???-ecb'\", key_len=??, iv_len=None":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-190")],
+    "encrypt_mysql/invalid parameters/iv not valid for mode":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-190")],
+    "encrypt_mysql/invalid parameters/no parameters":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-191")],
+    # decrypt_mysql
+    "decrypt_mysql/key or iv length for mode/mode=\"'aes-???-ecb'\", key_len=??, iv_len=None:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-190")],
+    # compatibility
+    "compatibility/insert/encrypt using materialized view/:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-193")],
+    "compatibility/insert/decrypt using materialized view/:":
+     [(Error, "https://altinity.atlassian.net/browse/CH-193")],
+    "compatibility/insert/aes encrypt mysql using materialized view/:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-193")],
+    "compatibility/insert/aes decrypt mysql using materialized view/:":
+     [(Error, "https://altinity.atlassian.net/browse/CH-193")],
+    "compatibility/select/decrypt unique":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-193")],
+    "compatibility/mysql/:engine/decrypt/mysql_datatype='TEXT'/:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-194")],
+    "compatibility/mysql/:engine/decrypt/mysql_datatype='VARCHAR(100)'/:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-194")],
+    "compatibility/mysql/:engine/encrypt/mysql_datatype='TEXT'/:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-194")],
+    "compatibility/mysql/:engine/encrypt/mysql_datatype='VARCHAR(100)'/:":
+     [(Fail, "https://altinity.atlassian.net/browse/CH-194")]
+}
+
+@TestFeature
+@Name("aes encryption")
+@ArgumentParser(argparser)
+@Specifications(SRS_008_ClickHouse_AES_Encryption_Functions)
+@Requirements(
+    RQ_SRS008_AES_Functions("1.0"),
+    RQ_SRS008_AES_Functions_DifferentModes("1.0")
+)
+@XFails(xfails)
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
+    """ClickHouse AES encryption functions regression module.
+    """
+    nodes = {
+        "clickhouse": ("clickhouse1", "clickhouse2", "clickhouse3"),
+    }
+
+    with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
+        self.context.cluster = cluster
+
+        Feature(run=load("aes_encryption.tests.encrypt", "feature"), flags=TE)
+        Feature(run=load("aes_encryption.tests.decrypt", "feature"), flags=TE)
+        Feature(run=load("aes_encryption.tests.encrypt_mysql", "feature"), flags=TE)
+        Feature(run=load("aes_encryption.tests.decrypt_mysql", "feature"), flags=TE)
+        Feature(run=load("aes_encryption.tests.compatibility.feature", "feature"), flags=TE)
+
+if main():
+    regression()
diff --git a/tests/testflows/ldap/requirements/__init__.py b/tests/testflows/aes_encryption/requirements/__init__.py
similarity index 100%
rename from tests/testflows/ldap/requirements/__init__.py
rename to tests/testflows/aes_encryption/requirements/__init__.py
diff --git a/tests/testflows/aes_encryption/requirements/requirements.md b/tests/testflows/aes_encryption/requirements/requirements.md
new file mode 100644
index 00000000000..da61c85893e
--- /dev/null
+++ b/tests/testflows/aes_encryption/requirements/requirements.md
@@ -0,0 +1,1926 @@
+# SRS-008 ClickHouse AES Encryption Functions
+# Software Requirements Specification
+
+## Table of Contents
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Terminology](#terminology)
+* 4 [Requirements](#requirements)
+  * 4.1 [Generic](#generic)
+    * 4.1.1 [RQ.SRS008.AES.Functions](#rqsrs008aesfunctions)
+    * 4.1.2 [RQ.SRS008.AES.Functions.Compatability.MySQL](#rqsrs008aesfunctionscompatabilitymysql)
+    * 4.1.3 [RQ.SRS008.AES.Functions.Compatability.Dictionaries](#rqsrs008aesfunctionscompatabilitydictionaries)
+    * 4.1.4 [RQ.SRS008.AES.Functions.Compatability.Engine.Database.MySQL](#rqsrs008aesfunctionscompatabilityenginedatabasemysql)
+    * 4.1.5 [RQ.SRS008.AES.Functions.Compatability.Engine.Table.MySQL](#rqsrs008aesfunctionscompatabilityenginetablemysql)
+    * 4.1.6 [RQ.SRS008.AES.Functions.Compatability.TableFunction.MySQL](#rqsrs008aesfunctionscompatabilitytablefunctionmysql)
+    * 4.1.7 [RQ.SRS008.AES.Functions.DifferentModes](#rqsrs008aesfunctionsdifferentmodes)
+    * 4.1.8 [RQ.SRS008.AES.Functions.DataFromMultipleSources](#rqsrs008aesfunctionsdatafrommultiplesources)
+    * 4.1.9 [RQ.SRS008.AES.Functions.SuppressOutputOfSensitiveValues](#rqsrs008aesfunctionssuppressoutputofsensitivevalues)
+    * 4.1.10 [RQ.SRS008.AES.Functions.InvalidParameters](#rqsrs008aesfunctionsinvalidparameters)
+    * 4.1.11 [RQ.SRS008.AES.Functions.MismatchedKey](#rqsrs008aesfunctionsmismatchedkey)
+    * 4.1.12 [RQ.SRS008.AES.Functions.Check.Performance](#rqsrs008aesfunctionscheckperformance)
+    * 4.1.13 [RQ.SRS008.AES.Function.Check.Performance.BestCase](#rqsrs008aesfunctioncheckperformancebestcase)
+    * 4.1.14 [RQ.SRS008.AES.Function.Check.Performance.WorstCase](#rqsrs008aesfunctioncheckperformanceworstcase)
+    * 4.1.15 [RQ.SRS008.AES.Functions.Check.Compression](#rqsrs008aesfunctionscheckcompression)
+    * 4.1.16 [RQ.SRS008.AES.Functions.Check.Compression.LowCardinality](#rqsrs008aesfunctionscheckcompressionlowcardinality)
+  * 4.2 [Specific](#specific)
+    * 4.2.1 [RQ.SRS008.AES.Encrypt.Function](#rqsrs008aesencryptfunction)
+    * 4.2.2 [RQ.SRS008.AES.Encrypt.Function.Syntax](#rqsrs008aesencryptfunctionsyntax)
+    * 4.2.3 [RQ.SRS008.AES.Encrypt.Function.NIST.TestVectors](#rqsrs008aesencryptfunctionnisttestvectors)
+    * 4.2.4 [RQ.SRS008.AES.Encrypt.Function.Parameters.PlainText](#rqsrs008aesencryptfunctionparametersplaintext)
+    * 4.2.5 [RQ.SRS008.AES.Encrypt.Function.Parameters.Key](#rqsrs008aesencryptfunctionparameterskey)
+    * 4.2.6 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode](#rqsrs008aesencryptfunctionparametersmode)
+    * 4.2.7 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesencryptfunctionparametersmodevaluesformat)
+    * 4.2.8 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesencryptfunctionparametersmodevalueinvalid)
+    * 4.2.9 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.2.10 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.2.11 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.2.12 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.2.13 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.2.14 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.2.15 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.2.16 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.2.17 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.2.18 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.2.19 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.2.20 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.2.21 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.2.22 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.2.23 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.2.24 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.2.25 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.2.26 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.2.27 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-gcm)
+    * 4.2.28 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-gcm)
+    * 4.2.29 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-gcm)
+    * 4.2.30 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-ctr)
+    * 4.2.31 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-ctr)
+    * 4.2.32 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-ctr)
+    * 4.2.33 [RQ.SRS008.AES.Encrypt.Function.Parameters.InitializationVector](#rqsrs008aesencryptfunctionparametersinitializationvector)
+    * 4.2.34 [RQ.SRS008.AES.Encrypt.Function.Parameters.AdditionalAuthenticatedData](#rqsrs008aesencryptfunctionparametersadditionalauthenticateddata)
+    * 4.2.35 [RQ.SRS008.AES.Encrypt.Function.Parameters.ReturnValue](#rqsrs008aesencryptfunctionparametersreturnvalue)
+    * 4.2.36 [RQ.SRS008.AES.Encrypt.Function.Key.Length.InvalidLengthError](#rqsrs008aesencryptfunctionkeylengthinvalidlengtherror)
+    * 4.2.37 [RQ.SRS008.AES.Encrypt.Function.InitializationVector.Length.InvalidLengthError](#rqsrs008aesencryptfunctioninitializationvectorlengthinvalidlengtherror)
+    * 4.2.38 [RQ.SRS008.AES.Encrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesencryptfunctioninitializationvectornotvalidformode)
+    * 4.2.39 [RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.NotValidForMode](#rqsrs008aesencryptfunctionadditionalauthenticationdatanotvalidformode)
+    * 4.2.40 [RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.Length](#rqsrs008aesencryptfunctionadditionalauthenticationdatalength)
+    * 4.2.41 [RQ.SRS008.AES.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.2.42 [RQ.SRS008.AES.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.2.43 [RQ.SRS008.AES.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.2.44 [RQ.SRS008.AES.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.2.45 [RQ.SRS008.AES.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.2.46 [RQ.SRS008.AES.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.2.47 [RQ.SRS008.AES.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.2.48 [RQ.SRS008.AES.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.2.49 [RQ.SRS008.AES.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.2.50 [RQ.SRS008.AES.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.2.51 [RQ.SRS008.AES.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.2.52 [RQ.SRS008.AES.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.2.53 [RQ.SRS008.AES.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.2.54 [RQ.SRS008.AES.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.2.55 [RQ.SRS008.AES.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.2.56 [RQ.SRS008.AES.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.2.57 [RQ.SRS008.AES.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.2.58 [RQ.SRS008.AES.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+    * 4.2.59 [RQ.SRS008.AES.Encrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-gcmkeyandinitializationvectorlength)
+    * 4.2.60 [RQ.SRS008.AES.Encrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-gcmkeyandinitializationvectorlength)
+    * 4.2.61 [RQ.SRS008.AES.Encrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-gcmkeyandinitializationvectorlength)
+    * 4.2.62 [RQ.SRS008.AES.Encrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-ctrkeyandinitializationvectorlength)
+    * 4.2.63 [RQ.SRS008.AES.Encrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-ctrkeyandinitializationvectorlength)
+    * 4.2.64 [RQ.SRS008.AES.Encrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-ctrkeyandinitializationvectorlength)
+    * 4.2.65 [RQ.SRS008.AES.Decrypt.Function](#rqsrs008aesdecryptfunction)
+    * 4.2.66 [RQ.SRS008.AES.Decrypt.Function.Syntax](#rqsrs008aesdecryptfunctionsyntax)
+    * 4.2.67 [RQ.SRS008.AES.Decrypt.Function.Parameters.CipherText](#rqsrs008aesdecryptfunctionparametersciphertext)
+    * 4.2.68 [RQ.SRS008.AES.Decrypt.Function.Parameters.Key](#rqsrs008aesdecryptfunctionparameterskey)
+    * 4.2.69 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode](#rqsrs008aesdecryptfunctionparametersmode)
+    * 4.2.70 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesdecryptfunctionparametersmodevaluesformat)
+    * 4.2.71 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesdecryptfunctionparametersmodevalueinvalid)
+    * 4.2.72 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.2.73 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.2.74 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.2.75 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.2.76 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.2.77 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.2.78 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.2.79 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.2.80 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.2.81 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.2.82 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.2.83 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.2.84 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.2.85 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.2.86 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.2.87 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.2.88 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.2.89 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.2.90 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-gcm)
+    * 4.2.91 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-gcm)
+    * 4.2.92 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-gcm)
+    * 4.2.93 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-ctr)
+    * 4.2.94 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-ctr)
+    * 4.2.95 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-ctr)
+    * 4.2.96 [RQ.SRS008.AES.Decrypt.Function.Parameters.InitializationVector](#rqsrs008aesdecryptfunctionparametersinitializationvector)
+    * 4.2.97 [RQ.SRS008.AES.Decrypt.Function.Parameters.AdditionalAuthenticatedData](#rqsrs008aesdecryptfunctionparametersadditionalauthenticateddata)
+    * 4.2.98 [RQ.SRS008.AES.Decrypt.Function.Parameters.ReturnValue](#rqsrs008aesdecryptfunctionparametersreturnvalue)
+    * 4.2.99 [RQ.SRS008.AES.Decrypt.Function.Key.Length.InvalidLengthError](#rqsrs008aesdecryptfunctionkeylengthinvalidlengtherror)
+    * 4.2.100 [RQ.SRS008.AES.Decrypt.Function.InitializationVector.Length.InvalidLengthError](#rqsrs008aesdecryptfunctioninitializationvectorlengthinvalidlengtherror)
+    * 4.2.101 [RQ.SRS008.AES.Decrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesdecryptfunctioninitializationvectornotvalidformode)
+    * 4.2.102 [RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.NotValidForMode](#rqsrs008aesdecryptfunctionadditionalauthenticationdatanotvalidformode)
+    * 4.2.103 [RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.Length](#rqsrs008aesdecryptfunctionadditionalauthenticationdatalength)
+    * 4.2.104 [RQ.SRS008.AES.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.2.105 [RQ.SRS008.AES.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.2.106 [RQ.SRS008.AES.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.2.107 [RQ.SRS008.AES.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.2.108 [RQ.SRS008.AES.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.2.109 [RQ.SRS008.AES.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.2.110 [RQ.SRS008.AES.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.2.111 [RQ.SRS008.AES.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.2.112 [RQ.SRS008.AES.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.2.113 [RQ.SRS008.AES.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.2.114 [RQ.SRS008.AES.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.2.115 [RQ.SRS008.AES.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.2.116 [RQ.SRS008.AES.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.2.117 [RQ.SRS008.AES.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.2.118 [RQ.SRS008.AES.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.2.119 [RQ.SRS008.AES.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.2.120 [RQ.SRS008.AES.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.2.121 [RQ.SRS008.AES.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+    * 4.2.122 [RQ.SRS008.AES.Decrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-gcmkeyandinitializationvectorlength)
+    * 4.2.123 [RQ.SRS008.AES.Decrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-gcmkeyandinitializationvectorlength)
+    * 4.2.124 [RQ.SRS008.AES.Decrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-gcmkeyandinitializationvectorlength)
+    * 4.2.125 [RQ.SRS008.AES.Decrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-ctrkeyandinitializationvectorlength)
+    * 4.2.126 [RQ.SRS008.AES.Decrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-ctrkeyandinitializationvectorlength)
+    * 4.2.127 [RQ.SRS008.AES.Decrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-ctrkeyandinitializationvectorlength)
+  * 4.3 [MySQL Specific Functions](#mysql-specific-functions)
+    * 4.3.1 [RQ.SRS008.AES.MySQL.Encrypt.Function](#rqsrs008aesmysqlencryptfunction)
+    * 4.3.2 [RQ.SRS008.AES.MySQL.Encrypt.Function.Syntax](#rqsrs008aesmysqlencryptfunctionsyntax)
+    * 4.3.3 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.PlainText](#rqsrs008aesmysqlencryptfunctionparametersplaintext)
+    * 4.3.4 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Key](#rqsrs008aesmysqlencryptfunctionparameterskey)
+    * 4.3.5 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode](#rqsrs008aesmysqlencryptfunctionparametersmode)
+    * 4.3.6 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesmysqlencryptfunctionparametersmodevaluesformat)
+    * 4.3.7 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesmysqlencryptfunctionparametersmodevalueinvalid)
+    * 4.3.8 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.3.9 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.3.10 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.3.11 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.3.12 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.3.13 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.3.14 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.3.15 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.3.16 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.3.17 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.3.18 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.3.19 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.3.20 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.3.21 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.3.22 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.3.23 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.3.24 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.3.25 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.3.26 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-gcmerror)
+    * 4.3.27 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-gcmerror)
+    * 4.3.28 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-gcmerror)
+    * 4.3.29 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-ctrerror)
+    * 4.3.30 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-ctrerror)
+    * 4.3.31 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-ctrerror)
+    * 4.3.32 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.InitializationVector](#rqsrs008aesmysqlencryptfunctionparametersinitializationvector)
+    * 4.3.33 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.ReturnValue](#rqsrs008aesmysqlencryptfunctionparametersreturnvalue)
+    * 4.3.34 [RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooShortError](#rqsrs008aesmysqlencryptfunctionkeylengthtooshorterror)
+    * 4.3.35 [RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooLong](#rqsrs008aesmysqlencryptfunctionkeylengthtoolong)
+    * 4.3.36 [RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooShortError](#rqsrs008aesmysqlencryptfunctioninitializationvectorlengthtooshorterror)
+    * 4.3.37 [RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooLong](#rqsrs008aesmysqlencryptfunctioninitializationvectorlengthtoolong)
+    * 4.3.38 [RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesmysqlencryptfunctioninitializationvectornotvalidformode)
+    * 4.3.39 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.3.40 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.3.41 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.3.42 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.3.43 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.3.44 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.3.45 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.3.46 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.3.47 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.3.48 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.3.49 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.3.50 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.3.51 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.3.52 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.3.53 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.3.54 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.3.55 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.3.56 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+    * 4.3.57 [RQ.SRS008.AES.MySQL.Decrypt.Function](#rqsrs008aesmysqldecryptfunction)
+    * 4.3.58 [RQ.SRS008.AES.MySQL.Decrypt.Function.Syntax](#rqsrs008aesmysqldecryptfunctionsyntax)
+    * 4.3.59 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.CipherText](#rqsrs008aesmysqldecryptfunctionparametersciphertext)
+    * 4.3.60 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Key](#rqsrs008aesmysqldecryptfunctionparameterskey)
+    * 4.3.61 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode](#rqsrs008aesmysqldecryptfunctionparametersmode)
+    * 4.3.62 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesmysqldecryptfunctionparametersmodevaluesformat)
+    * 4.3.63 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesmysqldecryptfunctionparametersmodevalueinvalid)
+    * 4.3.64 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.3.65 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.3.66 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.3.67 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.3.68 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.3.69 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.3.70 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.3.71 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.3.72 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.3.73 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.3.74 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.3.75 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.3.76 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.3.77 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.3.78 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.3.79 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.3.80 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.3.81 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.3.82 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-gcmerror)
+    * 4.3.83 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-gcmerror)
+    * 4.3.84 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-gcmerror)
+    * 4.3.85 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-ctrerror)
+    * 4.3.86 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-ctrerror)
+    * 4.3.87 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-ctrerror)
+    * 4.3.88 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.InitializationVector](#rqsrs008aesmysqldecryptfunctionparametersinitializationvector)
+    * 4.3.89 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.ReturnValue](#rqsrs008aesmysqldecryptfunctionparametersreturnvalue)
+    * 4.3.90 [RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooShortError](#rqsrs008aesmysqldecryptfunctionkeylengthtooshorterror)
+    * 4.3.91 [RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooLong](#rqsrs008aesmysqldecryptfunctionkeylengthtoolong)
+    * 4.3.92 [RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooShortError](#rqsrs008aesmysqldecryptfunctioninitializationvectorlengthtooshorterror)
+    * 4.3.93 [RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooLong](#rqsrs008aesmysqldecryptfunctioninitializationvectorlengthtoolong)
+    * 4.3.94 [RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesmysqldecryptfunctioninitializationvectornotvalidformode)
+    * 4.3.95 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.3.96 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.3.97 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.3.98 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.3.99 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.3.100 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.3.101 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.3.102 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.3.103 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.3.104 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.3.105 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.3.106 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.3.107 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.3.108 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.3.109 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.3.110 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.3.111 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.3.112 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+* 5 [References](#references)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+Users need an ability to encrypt and decrypt column data with tenant specific keys.
+Use cases include protection of sensitive column values and [GDPR] right to forget policies.
+The implementation will support capabilities of the [MySQL aes_encrypt] and [MySQL aes_decrypt]
+functions which encrypt and decrypt values using the [AES] (Advanced Encryption Standard)
+algorithm. This functionality will enable encryption and decryption of data
+accessed on remote [MySQL] servers via [MySQL Dictionary] or [MySQL Database Engine],
+[MySQL Table Engine], or [MySQL Table Function].
+
+## Terminology
+
+* **AES** -
+  Advanced Encryption Standard ([AES])
+
+## Requirements
+
+### Generic
+
+#### RQ.SRS008.AES.Functions
+version: 1.0
+
+[ClickHouse] SHALL support [AES] encryption functions to encrypt and decrypt data.
+
+#### RQ.SRS008.AES.Functions.Compatability.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support [AES] encryption functions compatible with [MySQL 5.7].
+
+#### RQ.SRS008.AES.Functions.Compatability.Dictionaries
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed on remote
+[MySQL] servers using [MySQL Dictionary].
+
+#### RQ.SRS008.AES.Functions.Compatability.Engine.Database.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Database Engine],
+
+#### RQ.SRS008.AES.Functions.Compatability.Engine.Table.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Table Engine].
+
+#### RQ.SRS008.AES.Functions.Compatability.TableFunction.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Table Function].
+
+#### RQ.SRS008.AES.Functions.DifferentModes
+version: 1.0
+
+[ClickHouse] SHALL allow different modes to be supported in a single SQL statement
+using explicit function parameters.
+
+#### RQ.SRS008.AES.Functions.DataFromMultipleSources
+version: 1.0
+
+[ClickHouse] SHALL support handling encryption and decryption of data from multiple sources
+in the `SELECT` statement, including [ClickHouse] [MergeTree] table as well as [MySQL Dictionary],
+[MySQL Database Engine], [MySQL Table Engine], and [MySQL Table Function]
+with possibly different encryption schemes.
+
+#### RQ.SRS008.AES.Functions.SuppressOutputOfSensitiveValues
+version: 1.0
+
+[ClickHouse] SHALL suppress output of [AES] `string` and `key` parameters to the system log,
+error log, and `query_log` table to prevent leakage of sensitive values.
+
+#### RQ.SRS008.AES.Functions.InvalidParameters
+version: 1.0
+
+[ClickHouse] SHALL return an error when parameters are invalid.
+
+#### RQ.SRS008.AES.Functions.Mismatched.Key
+version: 1.0
+
+[ClickHouse] SHALL return garbage for mismatched keys.
+
+#### RQ.SRS008.AES.Functions.Mismatched.IV
+version: 1.0
+
+[ClickHouse] SHALL return garbage for mismatched initialization vector for the modes that use it.
+
+#### RQ.SRS008.AES.Functions.Mismatched.AAD
+version: 1.0
+
+[ClickHouse] SHALL return garbage for mismatched additional authentication data for the modes that use it.
+
+#### RQ.SRS008.AES.Functions.Mismatched.Mode
+version: 1.0
+
+[ClickHouse] SHALL return an error or garbage for mismatched mode.
+
+#### RQ.SRS008.AES.Functions.Check.Performance
+version: 1.0
+
+Performance of [AES] encryption functions SHALL be measured.
+
+#### RQ.SRS008.AES.Function.Check.Performance.BestCase
+version: 1.0
+
+Performance of [AES] encryption functions SHALL be checked for the best case
+scenario where there is one key, one initialization vector, and one large stream of data.
+
+#### RQ.SRS008.AES.Function.Check.Performance.WorstCase
+version: 1.0
+
+Performance of [AES] encryption functions SHALL be checked for the worst case
+where there are `N` keys, `N` initialization vectors and `N` very small streams of data.
+
+#### RQ.SRS008.AES.Functions.Check.Compression
+version: 1.0
+
+Effect of [AES] encryption on column compression SHALL be measured.
+
+#### RQ.SRS008.AES.Functions.Check.Compression.LowCardinality
+version: 1.0
+
+Effect of [AES] encryption on the compression of a column with [LowCardinality] data type
+SHALL be measured.
+
+### Specific
+
+#### RQ.SRS008.AES.Encrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_encrypt` function to encrypt data using [AES].
+
+#### RQ.SRS008.AES.Encrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_encrypt` function
+
+```sql
+aes_encrypt(plaintext, key, mode, [iv, aad])
+```
+
+#### RQ.SRS008.AES.Encrypt.Function.NIST.TestVectors
+version: 1.0
+
+[ClickHouse] `aes_encrypt` function output SHALL produce output that matches [NIST test vectors].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support `plaintext` accepting any data type as
+the first parameter to the `aes_encrypt` function that SHALL specify the data to be encrypted.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_encrypt` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_encrypt` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_encrypt` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB] as well as
+[CTR] and [GCM] as the values. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_encrypt`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-gcm` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 128 bit key.
+An `AEAD` 16-byte tag is appended to the resulting ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-gcm` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 192 bit key.
+An `AEAD` 16-byte tag is appended to the resulting ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-gcm` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 256 bit key.
+An `AEAD` 16-byte tag is appended to the resulting ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ctr` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ctr` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ctr` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_encrypt` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.AdditionalAuthenticatedData
+version: 1.0
+
+[ClickHouse] SHALL support `aad` with `String` or `FixedString` data types as the optional fifth
+parameter to the `aes_encrypt` function that SHALL specify the additional authenticated data
+for block modes that require it.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the encrypted value of the data
+using `String` data type as the result of `aes_encrypt` function.
+
+#### RQ.SRS008.AES.Encrypt.Function.Key.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is not exact for the `aes_encrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Encrypt.Function.InitializationVector.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` length is specified and not of the exact size for the `aes_encrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Encrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_encrypt` function for a mode that does not need it.
+
+#### RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `aad` is specified for the `aes_encrypt` function for a mode that does not need it.
+
+#### RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.Length
+version: 1.0
+
+[ClickHouse] SHALL not limit the size of the `aad` parameter passed to the `aes_encrypt` function.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ecb` and `key` is not 16 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ecb` and `key` is not 24 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ecb` and `key` is not 32 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cbc` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cbc` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cbc` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb1` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb1` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb1` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb8` and `key` is not 16 bytes
+and if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb8` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb8` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb128` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb128` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb128` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ofb` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ofb` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ofb` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-gcm` and `key` is not 16 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-gcm` and `key` is not 24 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-gcm` and `key` is not 32 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ctr` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ctr` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ctr` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_decrypt` function to decrypt data using [AES].
+
+#### RQ.SRS008.AES.Decrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_decrypt` function
+
+```sql
+aes_decrypt(ciphertext, key, mode, [iv, aad])
+```
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.CipherText
+version: 1.0
+
+[ClickHouse] SHALL support `ciphertext` accepting `FixedString` or `String` data types as
+the first parameter to the `aes_decrypt` function that SHALL specify the data to be decrypted.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_decrypt` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_decrypt` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_decrypt` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB] as well as
+[CTR] and [GCM] as the values. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_decrypt`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-gcm` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 128 bit key.
+An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-gcm` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 192 bit key.
+An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-gcm` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 256 bit key.
+An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ctr` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ctr` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ctr` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_decrypt` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.AdditionalAuthenticatedData
+version: 1.0
+
+[ClickHouse] SHALL support `aad` with `String` or `FixedString` data types as the optional fifth
+parameter to the `aes_decrypt` function that SHALL specify the additional authenticated data
+for block modes that require it.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the decrypted value of the data
+using `String` data type as the result of `aes_decrypt` function.
+
+#### RQ.SRS008.AES.Decrypt.Function.Key.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is not exact for the `aes_decrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Decrypt.Function.InitializationVector.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is speficified and the length is not exact for the `aes_decrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Decrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_decrypt` function
+for a mode that does not need it.
+
+#### RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `aad` is specified for the `aes_decrypt` function
+for a mode that does not need it.
+
+#### RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.Length
+version: 1.0
+
+[ClickHouse] SHALL not limit the size of the `aad` parameter passed to the `aes_decrypt` function.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ecb` and `key` is not 16 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ecb` and `key` is not 24 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ecb` and `key` is not 32 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cbc` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cbc` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cbc` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb1` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb1` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb1` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb8` and `key` is not 16 bytes
+and if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb8` and `key` is not 24 bytes
+or `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb8` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb128` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb128` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb128` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ofb` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ofb` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ofb` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-gcm` and `key` is not 16 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-gcm` and `key` is not 24 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-gcm` and `key` is not 32 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ctr` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ctr` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ctr` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes.
+
+### MySQL Specific Functions
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_encrypt_mysql` function to encrypt data using [AES].
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_encrypt_mysql` function
+
+```sql
+aes_encrypt_mysql(plaintext, key, mode, [iv])
+```
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support `plaintext` accepting any data type as
+the first parameter to the `aes_encrypt_mysql` function that SHALL specify the data to be encrypted.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_encrypt_mysql` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_encrypt_mysql` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_encrypt_mysql` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB]. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_encrypt_mysql`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-gcm` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-gcm` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-gcm` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-ctr` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-ctr` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-ctr` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_encrypt_mysql` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the encrypted value of the data
+using `String` data type as the result of `aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is less than the minimum for the `aes_encrypt_mysql`
+function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use folding algorithm specified below if the `key` length is longer than required
+for the `aes_encrypt_mysql` function for a given block mode.
+
+```python
+def fold_key(key, cipher_key_size):
+    key = list(key) if not isinstance(key, (list, tuple)) else key
+	  folded_key = key[:cipher_key_size]
+	  for i in range(cipher_key_size, len(key)):
+		    print(i % cipher_key_size, i)
+		    folded_key[i % cipher_key_size] ^= key[i]
+	  return folded_key
+```
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` length is specified and is less than the minimum
+that is required for the `aes_encrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use the first `N` bytes that are required if the `iv` is specified and
+its length is longer than required for the `aes_encrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_encrypt_mysql`
+function for a mode that does not need it.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-ecb` and `key` is less than 16 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-ecb` and `key` is less than 24 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-ecb` and `key` is less than 32 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cbc` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cbc` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cbc` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb1` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb1` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb1` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb8` and `key` is less than 16 bytes
+and if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb8` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb8` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb128` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb128` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb128` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-ofb` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-ofb` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-ofb` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_decrypt_mysql` function to decrypt data using [AES].
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_decrypt_mysql` function
+
+```sql
+aes_decrypt_mysql(ciphertext, key, mode, [iv])
+```
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.CipherText
+version: 1.0
+
+[ClickHouse] SHALL support `ciphertext` accepting any data type as
+the first parameter to the `aes_decrypt_mysql` function that SHALL specify the data to be decrypted.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_decrypt_mysql` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_decrypt_mysql` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_decrypt_mysql` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB]. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_decrypt_mysql`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-gcm` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-gcm` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-gcm` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-ctr` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-ctr` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-ctr` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_decrypt_mysql` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the decrypted value of the data
+using `String` data type as the result of `aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is less than the minimum for the `aes_decrypt_mysql`
+function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use folding algorithm specified below if the `key` length is longer than required
+for the `aes_decrypt_mysql` function for a given block mode.
+
+```python
+def fold_key(key, cipher_key_size):
+    key = list(key) if not isinstance(key, (list, tuple)) else key
+	  folded_key = key[:cipher_key_size]
+	  for i in range(cipher_key_size, len(key)):
+		    print(i % cipher_key_size, i)
+		    folded_key[i % cipher_key_size] ^= key[i]
+	  return folded_key
+```
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` length is specified and is less than the minimum
+that is required for the `aes_decrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use the first `N` bytes that are required if the `iv` is specified and
+its length is longer than required for the `aes_decrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_decrypt_mysql`
+function for a mode that does not need it.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-ecb` and `key` is less than 16 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-ecb` and `key` is less than 24 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-ecb` and `key` is less than 32 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cbc` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cbc` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cbc` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb1` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb1` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb1` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb8` and `key` is less than 16 bytes
+and if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb8` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb8` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb128` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb128` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb128` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-ofb` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-ofb` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-ofb` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+## References
+
+* **GDPR:** https://en.wikipedia.org/wiki/General_Data_Protection_Regulation
+* **MySQL:** https://www.mysql.com/
+* **AES:** https://en.wikipedia.org/wiki/Advanced_Encryption_Standard
+* **ClickHouse:** https://clickhouse.tech
+* **Git:** https://git-scm.com/
+
+[OpenSSL]: https://www.openssl.org/
+[LowCardinality]: https://clickhouse.tech/docs/en/sql-reference/data-types/lowcardinality/
+[MergeTree]: https://clickhouse.tech/docs/en/engines/table-engines/mergetree-family/mergetree/
+[MySQL Database Engine]: https://clickhouse.tech/docs/en/engines/database-engines/mysql/
+[MySQL Table Engine]: https://clickhouse.tech/docs/en/engines/table-engines/integrations/mysql/
+[MySQL Table Function]: https://clickhouse.tech/docs/en/sql-reference/table-functions/mysql/
+[MySQL Dictionary]: https://clickhouse.tech/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources/#dicts-external_dicts_dict_sources-mysql
+[GCM]: https://en.wikipedia.org/wiki/Galois/Counter_Mode
+[CTR]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Counter_(CTR)
+[CBC]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_block_chaining_(CBC)
+[ECB]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Electronic_codebook_(ECB)
+[CFB]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[CFB1]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[CFB8]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[CFB128]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[OFB]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Output_feedback_(OFB)
+[GDPR]: https://en.wikipedia.org/wiki/General_Data_Protection_Regulation
+[RFC5116]: https://tools.ietf.org/html/rfc5116#section-5.1
+[MySQL]: https://www.mysql.com/
+[MySQL 5.7]: https://dev.mysql.com/doc/refman/5.7/en/
+[MySQL aes_encrypt]: https://dev.mysql.com/doc/refman/5.7/en/encryption-functions.html#function_aes-encrypt
+[MySQL aes_decrypt]: https://dev.mysql.com/doc/refman/5.7/en/encryption-functions.html#function_aes-decrypt
+[AES]: https://en.wikipedia.org/wiki/Advanced_Encryption_Standard
+[ClickHouse]: https://clickhouse.tech
+[GitHub repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/aes_encryption/requirements/requirements.md
+[Revision history]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/aes_encryption/requirements/requirements.md
+[Git]: https://git-scm.com/
+[NIST test vectors]: https://csrc.nist.gov/Projects/Cryptographic-Algorithm-Validation-Program
diff --git a/tests/testflows/aes_encryption/requirements/requirements.py b/tests/testflows/aes_encryption/requirements/requirements.py
new file mode 100644
index 00000000000..d92e159547d
--- /dev/null
+++ b/tests/testflows/aes_encryption/requirements/requirements.py
@@ -0,0 +1,5609 @@
+# These requirements were auto generated
+# from software requirements specification (SRS)
+# document by TestFlows v1.6.201026.1232822.
+# Do not edit by hand but re-generate instead
+# using 'tfs requirements generate' command.
+from testflows.core import Specification
+from testflows.core import Requirement
+
+SRS_008_ClickHouse_AES_Encryption_Functions = Specification(
+        name='SRS-008 ClickHouse AES Encryption Functions', 
+        description=None,
+        author=None,
+        date=None, 
+        status=None, 
+        approved_by=None,
+        approved_date=None,
+        approved_version=None,
+        version=None,
+        group=None,
+        type=None,
+        link=None,
+        uid=None,
+        parent=None,
+        children=None,
+        content='''
+# SRS-008 ClickHouse AES Encryption Functions
+# Software Requirements Specification
+
+## Table of Contents
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Terminology](#terminology)
+* 4 [Requirements](#requirements)
+  * 4.1 [Generic](#generic)
+    * 4.1.1 [RQ.SRS008.AES.Functions](#rqsrs008aesfunctions)
+    * 4.1.2 [RQ.SRS008.AES.Functions.Compatability.MySQL](#rqsrs008aesfunctionscompatabilitymysql)
+    * 4.1.3 [RQ.SRS008.AES.Functions.Compatability.Dictionaries](#rqsrs008aesfunctionscompatabilitydictionaries)
+    * 4.1.4 [RQ.SRS008.AES.Functions.Compatability.Engine.Database.MySQL](#rqsrs008aesfunctionscompatabilityenginedatabasemysql)
+    * 4.1.5 [RQ.SRS008.AES.Functions.Compatability.Engine.Table.MySQL](#rqsrs008aesfunctionscompatabilityenginetablemysql)
+    * 4.1.6 [RQ.SRS008.AES.Functions.Compatability.TableFunction.MySQL](#rqsrs008aesfunctionscompatabilitytablefunctionmysql)
+    * 4.1.7 [RQ.SRS008.AES.Functions.DifferentModes](#rqsrs008aesfunctionsdifferentmodes)
+    * 4.1.8 [RQ.SRS008.AES.Functions.DataFromMultipleSources](#rqsrs008aesfunctionsdatafrommultiplesources)
+    * 4.1.9 [RQ.SRS008.AES.Functions.SuppressOutputOfSensitiveValues](#rqsrs008aesfunctionssuppressoutputofsensitivevalues)
+    * 4.1.10 [RQ.SRS008.AES.Functions.InvalidParameters](#rqsrs008aesfunctionsinvalidparameters)
+    * 4.1.11 [RQ.SRS008.AES.Functions.MismatchedKey](#rqsrs008aesfunctionsmismatchedkey)
+    * 4.1.12 [RQ.SRS008.AES.Functions.Check.Performance](#rqsrs008aesfunctionscheckperformance)
+    * 4.1.13 [RQ.SRS008.AES.Function.Check.Performance.BestCase](#rqsrs008aesfunctioncheckperformancebestcase)
+    * 4.1.14 [RQ.SRS008.AES.Function.Check.Performance.WorstCase](#rqsrs008aesfunctioncheckperformanceworstcase)
+    * 4.1.15 [RQ.SRS008.AES.Functions.Check.Compression](#rqsrs008aesfunctionscheckcompression)
+    * 4.1.16 [RQ.SRS008.AES.Functions.Check.Compression.LowCardinality](#rqsrs008aesfunctionscheckcompressionlowcardinality)
+  * 4.2 [Specific](#specific)
+    * 4.2.1 [RQ.SRS008.AES.Encrypt.Function](#rqsrs008aesencryptfunction)
+    * 4.2.2 [RQ.SRS008.AES.Encrypt.Function.Syntax](#rqsrs008aesencryptfunctionsyntax)
+    * 4.2.3 [RQ.SRS008.AES.Encrypt.Function.NIST.TestVectors](#rqsrs008aesencryptfunctionnisttestvectors)
+    * 4.2.4 [RQ.SRS008.AES.Encrypt.Function.Parameters.PlainText](#rqsrs008aesencryptfunctionparametersplaintext)
+    * 4.2.5 [RQ.SRS008.AES.Encrypt.Function.Parameters.Key](#rqsrs008aesencryptfunctionparameterskey)
+    * 4.2.6 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode](#rqsrs008aesencryptfunctionparametersmode)
+    * 4.2.7 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesencryptfunctionparametersmodevaluesformat)
+    * 4.2.8 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesencryptfunctionparametersmodevalueinvalid)
+    * 4.2.9 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.2.10 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.2.11 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.2.12 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.2.13 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.2.14 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.2.15 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.2.16 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.2.17 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.2.18 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.2.19 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.2.20 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.2.21 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.2.22 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.2.23 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.2.24 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.2.25 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.2.26 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.2.27 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-gcm)
+    * 4.2.28 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-gcm)
+    * 4.2.29 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-gcm)
+    * 4.2.30 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR](#rqsrs008aesencryptfunctionparametersmodevalueaes-128-ctr)
+    * 4.2.31 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR](#rqsrs008aesencryptfunctionparametersmodevalueaes-192-ctr)
+    * 4.2.32 [RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR](#rqsrs008aesencryptfunctionparametersmodevalueaes-256-ctr)
+    * 4.2.33 [RQ.SRS008.AES.Encrypt.Function.Parameters.InitializationVector](#rqsrs008aesencryptfunctionparametersinitializationvector)
+    * 4.2.34 [RQ.SRS008.AES.Encrypt.Function.Parameters.AdditionalAuthenticatedData](#rqsrs008aesencryptfunctionparametersadditionalauthenticateddata)
+    * 4.2.35 [RQ.SRS008.AES.Encrypt.Function.Parameters.ReturnValue](#rqsrs008aesencryptfunctionparametersreturnvalue)
+    * 4.2.36 [RQ.SRS008.AES.Encrypt.Function.Key.Length.InvalidLengthError](#rqsrs008aesencryptfunctionkeylengthinvalidlengtherror)
+    * 4.2.37 [RQ.SRS008.AES.Encrypt.Function.InitializationVector.Length.InvalidLengthError](#rqsrs008aesencryptfunctioninitializationvectorlengthinvalidlengtherror)
+    * 4.2.38 [RQ.SRS008.AES.Encrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesencryptfunctioninitializationvectornotvalidformode)
+    * 4.2.39 [RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.NotValidForMode](#rqsrs008aesencryptfunctionadditionalauthenticationdatanotvalidformode)
+    * 4.2.40 [RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.Length](#rqsrs008aesencryptfunctionadditionalauthenticationdatalength)
+    * 4.2.41 [RQ.SRS008.AES.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.2.42 [RQ.SRS008.AES.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.2.43 [RQ.SRS008.AES.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.2.44 [RQ.SRS008.AES.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.2.45 [RQ.SRS008.AES.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.2.46 [RQ.SRS008.AES.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.2.47 [RQ.SRS008.AES.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.2.48 [RQ.SRS008.AES.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.2.49 [RQ.SRS008.AES.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.2.50 [RQ.SRS008.AES.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.2.51 [RQ.SRS008.AES.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.2.52 [RQ.SRS008.AES.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.2.53 [RQ.SRS008.AES.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.2.54 [RQ.SRS008.AES.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.2.55 [RQ.SRS008.AES.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.2.56 [RQ.SRS008.AES.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.2.57 [RQ.SRS008.AES.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.2.58 [RQ.SRS008.AES.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+    * 4.2.59 [RQ.SRS008.AES.Encrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-gcmkeyandinitializationvectorlength)
+    * 4.2.60 [RQ.SRS008.AES.Encrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-gcmkeyandinitializationvectorlength)
+    * 4.2.61 [RQ.SRS008.AES.Encrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-gcmkeyandinitializationvectorlength)
+    * 4.2.62 [RQ.SRS008.AES.Encrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-128-ctrkeyandinitializationvectorlength)
+    * 4.2.63 [RQ.SRS008.AES.Encrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-192-ctrkeyandinitializationvectorlength)
+    * 4.2.64 [RQ.SRS008.AES.Encrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length](#rqsrs008aesencryptfunctionaes-256-ctrkeyandinitializationvectorlength)
+    * 4.2.65 [RQ.SRS008.AES.Decrypt.Function](#rqsrs008aesdecryptfunction)
+    * 4.2.66 [RQ.SRS008.AES.Decrypt.Function.Syntax](#rqsrs008aesdecryptfunctionsyntax)
+    * 4.2.67 [RQ.SRS008.AES.Decrypt.Function.Parameters.CipherText](#rqsrs008aesdecryptfunctionparametersciphertext)
+    * 4.2.68 [RQ.SRS008.AES.Decrypt.Function.Parameters.Key](#rqsrs008aesdecryptfunctionparameterskey)
+    * 4.2.69 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode](#rqsrs008aesdecryptfunctionparametersmode)
+    * 4.2.70 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesdecryptfunctionparametersmodevaluesformat)
+    * 4.2.71 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesdecryptfunctionparametersmodevalueinvalid)
+    * 4.2.72 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.2.73 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.2.74 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.2.75 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.2.76 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.2.77 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.2.78 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.2.79 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.2.80 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.2.81 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.2.82 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.2.83 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.2.84 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.2.85 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.2.86 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.2.87 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.2.88 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.2.89 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.2.90 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-gcm)
+    * 4.2.91 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-gcm)
+    * 4.2.92 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-gcm)
+    * 4.2.93 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR](#rqsrs008aesdecryptfunctionparametersmodevalueaes-128-ctr)
+    * 4.2.94 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR](#rqsrs008aesdecryptfunctionparametersmodevalueaes-192-ctr)
+    * 4.2.95 [RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR](#rqsrs008aesdecryptfunctionparametersmodevalueaes-256-ctr)
+    * 4.2.96 [RQ.SRS008.AES.Decrypt.Function.Parameters.InitializationVector](#rqsrs008aesdecryptfunctionparametersinitializationvector)
+    * 4.2.97 [RQ.SRS008.AES.Decrypt.Function.Parameters.AdditionalAuthenticatedData](#rqsrs008aesdecryptfunctionparametersadditionalauthenticateddata)
+    * 4.2.98 [RQ.SRS008.AES.Decrypt.Function.Parameters.ReturnValue](#rqsrs008aesdecryptfunctionparametersreturnvalue)
+    * 4.2.99 [RQ.SRS008.AES.Decrypt.Function.Key.Length.InvalidLengthError](#rqsrs008aesdecryptfunctionkeylengthinvalidlengtherror)
+    * 4.2.100 [RQ.SRS008.AES.Decrypt.Function.InitializationVector.Length.InvalidLengthError](#rqsrs008aesdecryptfunctioninitializationvectorlengthinvalidlengtherror)
+    * 4.2.101 [RQ.SRS008.AES.Decrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesdecryptfunctioninitializationvectornotvalidformode)
+    * 4.2.102 [RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.NotValidForMode](#rqsrs008aesdecryptfunctionadditionalauthenticationdatanotvalidformode)
+    * 4.2.103 [RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.Length](#rqsrs008aesdecryptfunctionadditionalauthenticationdatalength)
+    * 4.2.104 [RQ.SRS008.AES.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.2.105 [RQ.SRS008.AES.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.2.106 [RQ.SRS008.AES.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.2.107 [RQ.SRS008.AES.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.2.108 [RQ.SRS008.AES.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.2.109 [RQ.SRS008.AES.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.2.110 [RQ.SRS008.AES.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.2.111 [RQ.SRS008.AES.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.2.112 [RQ.SRS008.AES.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.2.113 [RQ.SRS008.AES.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.2.114 [RQ.SRS008.AES.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.2.115 [RQ.SRS008.AES.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.2.116 [RQ.SRS008.AES.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.2.117 [RQ.SRS008.AES.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.2.118 [RQ.SRS008.AES.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.2.119 [RQ.SRS008.AES.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.2.120 [RQ.SRS008.AES.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.2.121 [RQ.SRS008.AES.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+    * 4.2.122 [RQ.SRS008.AES.Decrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-gcmkeyandinitializationvectorlength)
+    * 4.2.123 [RQ.SRS008.AES.Decrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-gcmkeyandinitializationvectorlength)
+    * 4.2.124 [RQ.SRS008.AES.Decrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-gcmkeyandinitializationvectorlength)
+    * 4.2.125 [RQ.SRS008.AES.Decrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-128-ctrkeyandinitializationvectorlength)
+    * 4.2.126 [RQ.SRS008.AES.Decrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-192-ctrkeyandinitializationvectorlength)
+    * 4.2.127 [RQ.SRS008.AES.Decrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length](#rqsrs008aesdecryptfunctionaes-256-ctrkeyandinitializationvectorlength)
+  * 4.3 [MySQL Specific Functions](#mysql-specific-functions)
+    * 4.3.1 [RQ.SRS008.AES.MySQL.Encrypt.Function](#rqsrs008aesmysqlencryptfunction)
+    * 4.3.2 [RQ.SRS008.AES.MySQL.Encrypt.Function.Syntax](#rqsrs008aesmysqlencryptfunctionsyntax)
+    * 4.3.3 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.PlainText](#rqsrs008aesmysqlencryptfunctionparametersplaintext)
+    * 4.3.4 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Key](#rqsrs008aesmysqlencryptfunctionparameterskey)
+    * 4.3.5 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode](#rqsrs008aesmysqlencryptfunctionparametersmode)
+    * 4.3.6 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesmysqlencryptfunctionparametersmodevaluesformat)
+    * 4.3.7 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesmysqlencryptfunctionparametersmodevalueinvalid)
+    * 4.3.8 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.3.9 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.3.10 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.3.11 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.3.12 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.3.13 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.3.14 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.3.15 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.3.16 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.3.17 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.3.18 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.3.19 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.3.20 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.3.21 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.3.22 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.3.23 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.3.24 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.3.25 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.3.26 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-gcmerror)
+    * 4.3.27 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-gcmerror)
+    * 4.3.28 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-gcmerror)
+    * 4.3.29 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-128-ctrerror)
+    * 4.3.30 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-192-ctrerror)
+    * 4.3.31 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error](#rqsrs008aesmysqlencryptfunctionparametersmodevalueaes-256-ctrerror)
+    * 4.3.32 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.InitializationVector](#rqsrs008aesmysqlencryptfunctionparametersinitializationvector)
+    * 4.3.33 [RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.ReturnValue](#rqsrs008aesmysqlencryptfunctionparametersreturnvalue)
+    * 4.3.34 [RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooShortError](#rqsrs008aesmysqlencryptfunctionkeylengthtooshorterror)
+    * 4.3.35 [RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooLong](#rqsrs008aesmysqlencryptfunctionkeylengthtoolong)
+    * 4.3.36 [RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooShortError](#rqsrs008aesmysqlencryptfunctioninitializationvectorlengthtooshorterror)
+    * 4.3.37 [RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooLong](#rqsrs008aesmysqlencryptfunctioninitializationvectorlengthtoolong)
+    * 4.3.38 [RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesmysqlencryptfunctioninitializationvectornotvalidformode)
+    * 4.3.39 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.3.40 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.3.41 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.3.42 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.3.43 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.3.44 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.3.45 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.3.46 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.3.47 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.3.48 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.3.49 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.3.50 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.3.51 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.3.52 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.3.53 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.3.54 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.3.55 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.3.56 [RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqlencryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+    * 4.3.57 [RQ.SRS008.AES.MySQL.Decrypt.Function](#rqsrs008aesmysqldecryptfunction)
+    * 4.3.58 [RQ.SRS008.AES.MySQL.Decrypt.Function.Syntax](#rqsrs008aesmysqldecryptfunctionsyntax)
+    * 4.3.59 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.CipherText](#rqsrs008aesmysqldecryptfunctionparametersciphertext)
+    * 4.3.60 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Key](#rqsrs008aesmysqldecryptfunctionparameterskey)
+    * 4.3.61 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode](#rqsrs008aesmysqldecryptfunctionparametersmode)
+    * 4.3.62 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.ValuesFormat](#rqsrs008aesmysqldecryptfunctionparametersmodevaluesformat)
+    * 4.3.63 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.Invalid](#rqsrs008aesmysqldecryptfunctionparametersmodevalueinvalid)
+    * 4.3.64 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-ecb)
+    * 4.3.65 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-ecb)
+    * 4.3.66 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-ecb)
+    * 4.3.67 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cbc)
+    * 4.3.68 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cbc)
+    * 4.3.69 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cbc)
+    * 4.3.70 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cfb1)
+    * 4.3.71 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cfb1)
+    * 4.3.72 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cfb1)
+    * 4.3.73 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cfb8)
+    * 4.3.74 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cfb8)
+    * 4.3.75 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cfb8)
+    * 4.3.76 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-cfb128)
+    * 4.3.77 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-cfb128)
+    * 4.3.78 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-cfb128)
+    * 4.3.79 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-ofb)
+    * 4.3.80 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-ofb)
+    * 4.3.81 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-ofb)
+    * 4.3.82 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-gcmerror)
+    * 4.3.83 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-gcmerror)
+    * 4.3.84 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-gcmerror)
+    * 4.3.85 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-128-ctrerror)
+    * 4.3.86 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-192-ctrerror)
+    * 4.3.87 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error](#rqsrs008aesmysqldecryptfunctionparametersmodevalueaes-256-ctrerror)
+    * 4.3.88 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.InitializationVector](#rqsrs008aesmysqldecryptfunctionparametersinitializationvector)
+    * 4.3.89 [RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.ReturnValue](#rqsrs008aesmysqldecryptfunctionparametersreturnvalue)
+    * 4.3.90 [RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooShortError](#rqsrs008aesmysqldecryptfunctionkeylengthtooshorterror)
+    * 4.3.91 [RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooLong](#rqsrs008aesmysqldecryptfunctionkeylengthtoolong)
+    * 4.3.92 [RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooShortError](#rqsrs008aesmysqldecryptfunctioninitializationvectorlengthtooshorterror)
+    * 4.3.93 [RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooLong](#rqsrs008aesmysqldecryptfunctioninitializationvectorlengthtoolong)
+    * 4.3.94 [RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.NotValidForMode](#rqsrs008aesmysqldecryptfunctioninitializationvectornotvalidformode)
+    * 4.3.95 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-ecbkeyandinitializationvectorlength)
+    * 4.3.96 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-ecbkeyandinitializationvectorlength)
+    * 4.3.97 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-ecbkeyandinitializationvectorlength)
+    * 4.3.98 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cbckeyandinitializationvectorlength)
+    * 4.3.99 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cbckeyandinitializationvectorlength)
+    * 4.3.100 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cbckeyandinitializationvectorlength)
+    * 4.3.101 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cfb1keyandinitializationvectorlength)
+    * 4.3.102 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cfb1keyandinitializationvectorlength)
+    * 4.3.103 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cfb1keyandinitializationvectorlength)
+    * 4.3.104 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cfb8keyandinitializationvectorlength)
+    * 4.3.105 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cfb8keyandinitializationvectorlength)
+    * 4.3.106 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cfb8keyandinitializationvectorlength)
+    * 4.3.107 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-cfb128keyandinitializationvectorlength)
+    * 4.3.108 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-cfb128keyandinitializationvectorlength)
+    * 4.3.109 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-cfb128keyandinitializationvectorlength)
+    * 4.3.110 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-128-ofbkeyandinitializationvectorlength)
+    * 4.3.111 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-192-ofbkeyandinitializationvectorlength)
+    * 4.3.112 [RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length](#rqsrs008aesmysqldecryptfunctionaes-256-ofbkeyandinitializationvectorlength)
+* 5 [References](#references)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+Users need an ability to encrypt and decrypt column data with tenant specific keys.
+Use cases include protection of sensitive column values and [GDPR] right to forget policies.
+The implementation will support capabilities of the [MySQL aes_encrypt] and [MySQL aes_decrypt]
+functions which encrypt and decrypt values using the [AES] (Advanced Encryption Standard)
+algorithm. This functionality will enable encryption and decryption of data
+accessed on remote [MySQL] servers via [MySQL Dictionary] or [MySQL Database Engine],
+[MySQL Table Engine], or [MySQL Table Function].
+
+## Terminology
+
+* **AES** -
+  Advanced Encryption Standard ([AES])
+
+## Requirements
+
+### Generic
+
+#### RQ.SRS008.AES.Functions
+version: 1.0
+
+[ClickHouse] SHALL support [AES] encryption functions to encrypt and decrypt data.
+
+#### RQ.SRS008.AES.Functions.Compatability.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support [AES] encryption functions compatible with [MySQL 5.7].
+
+#### RQ.SRS008.AES.Functions.Compatability.Dictionaries
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed on remote
+[MySQL] servers using [MySQL Dictionary].
+
+#### RQ.SRS008.AES.Functions.Compatability.Engine.Database.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Database Engine],
+
+#### RQ.SRS008.AES.Functions.Compatability.Engine.Table.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Table Engine].
+
+#### RQ.SRS008.AES.Functions.Compatability.TableFunction.MySQL
+version: 1.0
+
+[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Table Function].
+
+#### RQ.SRS008.AES.Functions.DifferentModes
+version: 1.0
+
+[ClickHouse] SHALL allow different modes to be supported in a single SQL statement
+using explicit function parameters.
+
+#### RQ.SRS008.AES.Functions.DataFromMultipleSources
+version: 1.0
+
+[ClickHouse] SHALL support handling encryption and decryption of data from multiple sources
+in the `SELECT` statement, including [ClickHouse] [MergeTree] table as well as [MySQL Dictionary],
+[MySQL Database Engine], [MySQL Table Engine], and [MySQL Table Function]
+with possibly different encryption schemes.
+
+#### RQ.SRS008.AES.Functions.SuppressOutputOfSensitiveValues
+version: 1.0
+
+[ClickHouse] SHALL suppress output of [AES] `string` and `key` parameters to the system log,
+error log, and `query_log` table to prevent leakage of sensitive values.
+
+#### RQ.SRS008.AES.Functions.InvalidParameters
+version: 1.0
+
+[ClickHouse] SHALL return an error when parameters are invalid.
+
+#### RQ.SRS008.AES.Functions.Mismatched.Key
+version: 1.0
+
+[ClickHouse] SHALL return garbage for mismatched keys.
+
+#### RQ.SRS008.AES.Functions.Mismatched.IV
+version: 1.0
+
+[ClickHouse] SHALL return garbage for mismatched initialization vector for the modes that use it.
+
+#### RQ.SRS008.AES.Functions.Mismatched.AAD
+version: 1.0
+
+[ClickHouse] SHALL return garbage for mismatched additional authentication data for the modes that use it.
+
+#### RQ.SRS008.AES.Functions.Mismatched.Mode
+version: 1.0
+
+[ClickHouse] SHALL return an error or garbage for mismatched mode.
+
+#### RQ.SRS008.AES.Functions.Check.Performance
+version: 1.0
+
+Performance of [AES] encryption functions SHALL be measured.
+
+#### RQ.SRS008.AES.Function.Check.Performance.BestCase
+version: 1.0
+
+Performance of [AES] encryption functions SHALL be checked for the best case
+scenario where there is one key, one initialization vector, and one large stream of data.
+
+#### RQ.SRS008.AES.Function.Check.Performance.WorstCase
+version: 1.0
+
+Performance of [AES] encryption functions SHALL be checked for the worst case
+where there are `N` keys, `N` initialization vectors and `N` very small streams of data.
+
+#### RQ.SRS008.AES.Functions.Check.Compression
+version: 1.0
+
+Effect of [AES] encryption on column compression SHALL be measured.
+
+#### RQ.SRS008.AES.Functions.Check.Compression.LowCardinality
+version: 1.0
+
+Effect of [AES] encryption on the compression of a column with [LowCardinality] data type
+SHALL be measured.
+
+### Specific
+
+#### RQ.SRS008.AES.Encrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_encrypt` function to encrypt data using [AES].
+
+#### RQ.SRS008.AES.Encrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_encrypt` function
+
+```sql
+aes_encrypt(plaintext, key, mode, [iv, aad])
+```
+
+#### RQ.SRS008.AES.Encrypt.Function.NIST.TestVectors
+version: 1.0
+
+[ClickHouse] `aes_encrypt` function output SHALL produce output that matches [NIST test vectors].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support `plaintext` accepting any data type as
+the first parameter to the `aes_encrypt` function that SHALL specify the data to be encrypted.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_encrypt` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_encrypt` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_encrypt` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB] as well as
+[CTR] and [GCM] as the values. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_encrypt`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-gcm` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 128 bit key.
+An `AEAD` 16-byte tag is appended to the resulting ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-gcm` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 192 bit key.
+An `AEAD` 16-byte tag is appended to the resulting ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-gcm` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 256 bit key.
+An `AEAD` 16-byte tag is appended to the resulting ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ctr` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ctr` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ctr` as the value for the `mode` parameter of the `aes_encrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_encrypt` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.AdditionalAuthenticatedData
+version: 1.0
+
+[ClickHouse] SHALL support `aad` with `String` or `FixedString` data types as the optional fifth
+parameter to the `aes_encrypt` function that SHALL specify the additional authenticated data
+for block modes that require it.
+
+#### RQ.SRS008.AES.Encrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the encrypted value of the data
+using `String` data type as the result of `aes_encrypt` function.
+
+#### RQ.SRS008.AES.Encrypt.Function.Key.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is not exact for the `aes_encrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Encrypt.Function.InitializationVector.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` length is specified and not of the exact size for the `aes_encrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Encrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_encrypt` function for a mode that does not need it.
+
+#### RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `aad` is specified for the `aes_encrypt` function for a mode that does not need it.
+
+#### RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.Length
+version: 1.0
+
+[ClickHouse] SHALL not limit the size of the `aad` parameter passed to the `aes_encrypt` function.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ecb` and `key` is not 16 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ecb` and `key` is not 24 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ecb` and `key` is not 32 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cbc` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cbc` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cbc` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb1` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb1` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb1` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb8` and `key` is not 16 bytes
+and if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb8` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb8` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb128` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb128` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb128` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ofb` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ofb` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ofb` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-gcm` and `key` is not 16 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-gcm` and `key` is not 24 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-gcm` and `key` is not 32 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ctr` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ctr` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Encrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ctr` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_decrypt` function to decrypt data using [AES].
+
+#### RQ.SRS008.AES.Decrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_decrypt` function
+
+```sql
+aes_decrypt(ciphertext, key, mode, [iv, aad])
+```
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.CipherText
+version: 1.0
+
+[ClickHouse] SHALL support `ciphertext` accepting `FixedString` or `String` data types as
+the first parameter to the `aes_decrypt` function that SHALL specify the data to be decrypted.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_decrypt` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_decrypt` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_decrypt` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB] as well as
+[CTR] and [GCM] as the values. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_decrypt`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-gcm` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 128 bit key.
+An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-gcm` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 192 bit key.
+An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-gcm` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [GCM] block mode encryption with a 256 bit key.
+An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to
+the [RFC5116].
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ctr` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ctr` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ctr` as the value for the `mode` parameter of the `aes_decrypt` function
+and [AES] algorithm SHALL use the [CTR] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_decrypt` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.AdditionalAuthenticatedData
+version: 1.0
+
+[ClickHouse] SHALL support `aad` with `String` or `FixedString` data types as the optional fifth
+parameter to the `aes_decrypt` function that SHALL specify the additional authenticated data
+for block modes that require it.
+
+#### RQ.SRS008.AES.Decrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the decrypted value of the data
+using `String` data type as the result of `aes_decrypt` function.
+
+#### RQ.SRS008.AES.Decrypt.Function.Key.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is not exact for the `aes_decrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Decrypt.Function.InitializationVector.Length.InvalidLengthError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is speficified and the length is not exact for the `aes_decrypt` function for a given block mode.
+
+#### RQ.SRS008.AES.Decrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_decrypt` function
+for a mode that does not need it.
+
+#### RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `aad` is specified for the `aes_decrypt` function
+for a mode that does not need it.
+
+#### RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.Length
+version: 1.0
+
+[ClickHouse] SHALL not limit the size of the `aad` parameter passed to the `aes_decrypt` function.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ecb` and `key` is not 16 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ecb` and `key` is not 24 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ecb` and `key` is not 32 bytes
+or `iv` or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cbc` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cbc` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cbc` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb1` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb1` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb1` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb8` and `key` is not 16 bytes
+and if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb8` and `key` is not 24 bytes
+or `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb8` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb128` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb128` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb128` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ofb` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ofb` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ofb` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes or `aad` is specified.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-gcm` and `key` is not 16 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-gcm` and `key` is not 24 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-gcm` and `key` is not 32 bytes
+or `iv` is not specified or is less than 8 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ctr` and `key` is not 16 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ctr` and `key` is not 24 bytes
+or if specified `iv` is not 16 bytes.
+
+#### RQ.SRS008.AES.Decrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ctr` and `key` is not 32 bytes
+or if specified `iv` is not 16 bytes.
+
+### MySQL Specific Functions
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_encrypt_mysql` function to encrypt data using [AES].
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_encrypt_mysql` function
+
+```sql
+aes_encrypt_mysql(plaintext, key, mode, [iv])
+```
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support `plaintext` accepting any data type as
+the first parameter to the `aes_encrypt_mysql` function that SHALL specify the data to be encrypted.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_encrypt_mysql` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_encrypt_mysql` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_encrypt_mysql` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB]. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_encrypt_mysql`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-gcm` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-gcm` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-gcm` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-ctr` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-ctr` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-ctr` is specified as the value for the `mode` parameter of the
+`aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_encrypt_mysql` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the encrypted value of the data
+using `String` data type as the result of `aes_encrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is less than the minimum for the `aes_encrypt_mysql`
+function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use folding algorithm specified below if the `key` length is longer than required
+for the `aes_encrypt_mysql` function for a given block mode.
+
+```python
+def fold_key(key, cipher_key_size):
+    key = list(key) if not isinstance(key, (list, tuple)) else key
+	  folded_key = key[:cipher_key_size]
+	  for i in range(cipher_key_size, len(key)):
+		    print(i % cipher_key_size, i)
+		    folded_key[i % cipher_key_size] ^= key[i]
+	  return folded_key
+```
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` length is specified and is less than the minimum
+that is required for the `aes_encrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use the first `N` bytes that are required if the `iv` is specified and
+its length is longer than required for the `aes_encrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_encrypt_mysql`
+function for a mode that does not need it.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-ecb` and `key` is less than 16 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-ecb` and `key` is less than 24 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-ecb` and `key` is less than 32 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cbc` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cbc` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cbc` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb1` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb1` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb1` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb8` and `key` is less than 16 bytes
+and if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb8` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb8` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb128` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb128` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb128` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-ofb` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-ofb` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-ofb` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function
+version: 1.0
+
+[ClickHouse] SHALL support `aes_decrypt_mysql` function to decrypt data using [AES].
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `aes_decrypt_mysql` function
+
+```sql
+aes_decrypt_mysql(ciphertext, key, mode, [iv])
+```
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.CipherText
+version: 1.0
+
+[ClickHouse] SHALL support `ciphertext` accepting any data type as
+the first parameter to the `aes_decrypt_mysql` function that SHALL specify the data to be decrypted.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Key
+version: 1.0
+
+[ClickHouse] SHALL support `key` with `String` or `FixedString` data types
+as the second parameter to the `aes_decrypt_mysql` function that SHALL specify the encryption key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode
+version: 1.0
+
+[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter
+to the `aes_decrypt_mysql` function that SHALL specify encryption key length and block encryption mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.ValuesFormat
+version: 1.0
+
+[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter
+of the `aes_decrypt_mysql` function where
+the `key_length` SHALL specifies the length of the key and SHALL accept
+`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption
+mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB]. For example, `aes-256-ofb`.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_decrypt_mysql`
+function is not valid with the exception where such a mode is supported by the underlying
+[OpenSSL] implementation.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB
+version: 1.0
+
+[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function
+and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-gcm` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-gcm` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-gcm` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-128-ctr` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-192-ctr` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `aes-256-ctr` is specified as the value for the `mode` parameter of the
+`aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.InitializationVector
+version: 1.0
+
+[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth
+parameter to the `aes_decrypt_mysql` function that SHALL specify the initialization vector for block modes that require
+it.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.ReturnValue
+version: 1.0
+
+[ClickHouse] SHALL return the decrypted value of the data
+using `String` data type as the result of `aes_decrypt_mysql` function.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `key` length is less than the minimum for the `aes_decrypt_mysql`
+function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use folding algorithm specified below if the `key` length is longer than required
+for the `aes_decrypt_mysql` function for a given block mode.
+
+```python
+def fold_key(key, cipher_key_size):
+    key = list(key) if not isinstance(key, (list, tuple)) else key
+	  folded_key = key[:cipher_key_size]
+	  for i in range(cipher_key_size, len(key)):
+		    print(i % cipher_key_size, i)
+		    folded_key[i % cipher_key_size] ^= key[i]
+	  return folded_key
+```
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooShortError
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` length is specified and is less than the minimum
+that is required for the `aes_decrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooLong
+version: 1.0
+
+[ClickHouse] SHALL use the first `N` bytes that are required if the `iv` is specified and
+its length is longer than required for the `aes_decrypt_mysql` function for a given block mode.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.NotValidForMode
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_decrypt_mysql`
+function for a mode that does not need it.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-ecb` and `key` is less than 16 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-ecb` and `key` is less than 24 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-ecb` and `key` is less than 32 bytes
+or `iv` is specified.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cbc` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cbc` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cbc` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb1` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb1` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb1` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb8` and `key` is less than 16 bytes
+and if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb8` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb8` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb128` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb128` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb128` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-ofb` and `key` is less than 16 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-ofb` and `key` is less than 24 bytes
+or if specified `iv` is less than 16 bytes.
+
+#### RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length
+version: 1.0
+
+[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-ofb` and `key` is less than 32 bytes
+or if specified `iv` is less than 16 bytes.
+
+## References
+
+* **GDPR:** https://en.wikipedia.org/wiki/General_Data_Protection_Regulation
+* **MySQL:** https://www.mysql.com/
+* **AES:** https://en.wikipedia.org/wiki/Advanced_Encryption_Standard
+* **ClickHouse:** https://clickhouse.tech
+* **Git:** https://git-scm.com/
+
+[OpenSSL]: https://www.openssl.org/
+[LowCardinality]: https://clickhouse.tech/docs/en/sql-reference/data-types/lowcardinality/
+[MergeTree]: https://clickhouse.tech/docs/en/engines/table-engines/mergetree-family/mergetree/
+[MySQL Database Engine]: https://clickhouse.tech/docs/en/engines/database-engines/mysql/
+[MySQL Table Engine]: https://clickhouse.tech/docs/en/engines/table-engines/integrations/mysql/
+[MySQL Table Function]: https://clickhouse.tech/docs/en/sql-reference/table-functions/mysql/
+[MySQL Dictionary]: https://clickhouse.tech/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources/#dicts-external_dicts_dict_sources-mysql
+[GCM]: https://en.wikipedia.org/wiki/Galois/Counter_Mode
+[CTR]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Counter_(CTR)
+[CBC]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_block_chaining_(CBC)
+[ECB]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Electronic_codebook_(ECB)
+[CFB]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[CFB1]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[CFB8]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[CFB128]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Cipher_feedback_(CFB)
+[OFB]: https://en.wikipedia.org/wiki/Block_cipher_mode_of_operation#Output_feedback_(OFB)
+[GDPR]: https://en.wikipedia.org/wiki/General_Data_Protection_Regulation
+[RFC5116]: https://tools.ietf.org/html/rfc5116#section-5.1
+[MySQL]: https://www.mysql.com/
+[MySQL 5.7]: https://dev.mysql.com/doc/refman/5.7/en/
+[MySQL aes_encrypt]: https://dev.mysql.com/doc/refman/5.7/en/encryption-functions.html#function_aes-encrypt
+[MySQL aes_decrypt]: https://dev.mysql.com/doc/refman/5.7/en/encryption-functions.html#function_aes-decrypt
+[AES]: https://en.wikipedia.org/wiki/Advanced_Encryption_Standard
+[ClickHouse]: https://clickhouse.tech
+[GitHub repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/aes_encryption/requirements/requirements.md
+[Revision history]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/aes_encryption/requirements/requirements.md
+[Git]: https://git-scm.com/
+[NIST test vectors]: https://csrc.nist.gov/Projects/Cryptographic-Algorithm-Validation-Program
+''')
+
+RQ_SRS008_AES_Functions = Requirement(
+        name='RQ.SRS008.AES.Functions',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support [AES] encryption functions to encrypt and decrypt data.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Compatability_MySQL = Requirement(
+        name='RQ.SRS008.AES.Functions.Compatability.MySQL',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support [AES] encryption functions compatible with [MySQL 5.7].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Compatability_Dictionaries = Requirement(
+        name='RQ.SRS008.AES.Functions.Compatability.Dictionaries',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support encryption and decryption of data accessed on remote\n'
+        '[MySQL] servers using [MySQL Dictionary].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Compatability_Engine_Database_MySQL = Requirement(
+        name='RQ.SRS008.AES.Functions.Compatability.Engine.Database.MySQL',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Database Engine],\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Compatability_Engine_Table_MySQL = Requirement(
+        name='RQ.SRS008.AES.Functions.Compatability.Engine.Table.MySQL',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Table Engine].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Compatability_TableFunction_MySQL = Requirement(
+        name='RQ.SRS008.AES.Functions.Compatability.TableFunction.MySQL',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support encryption and decryption of data accessed using [MySQL Table Function].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_DifferentModes = Requirement(
+        name='RQ.SRS008.AES.Functions.DifferentModes',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL allow different modes to be supported in a single SQL statement\n'
+        'using explicit function parameters.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_DataFromMultipleSources = Requirement(
+        name='RQ.SRS008.AES.Functions.DataFromMultipleSources',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support handling encryption and decryption of data from multiple sources\n'
+        'in the `SELECT` statement, including [ClickHouse] [MergeTree] table as well as [MySQL Dictionary],\n'
+        '[MySQL Database Engine], [MySQL Table Engine], and [MySQL Table Function]\n'
+        'with possibly different encryption schemes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_SuppressOutputOfSensitiveValues = Requirement(
+        name='RQ.SRS008.AES.Functions.SuppressOutputOfSensitiveValues',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL suppress output of [AES] `string` and `key` parameters to the system log,\n'
+        'error log, and `query_log` table to prevent leakage of sensitive values.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_InvalidParameters = Requirement(
+        name='RQ.SRS008.AES.Functions.InvalidParameters',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when parameters are invalid.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Mismatched_Key = Requirement(
+        name='RQ.SRS008.AES.Functions.Mismatched.Key',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return garbage for mismatched keys.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Mismatched_IV = Requirement(
+        name='RQ.SRS008.AES.Functions.Mismatched.IV',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return garbage for mismatched initialization vector for the modes that use it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Mismatched_AAD = Requirement(
+        name='RQ.SRS008.AES.Functions.Mismatched.AAD',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return garbage for mismatched additional authentication data for the modes that use it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Mismatched_Mode = Requirement(
+        name='RQ.SRS008.AES.Functions.Mismatched.Mode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error or garbage for mismatched mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Check_Performance = Requirement(
+        name='RQ.SRS008.AES.Functions.Check.Performance',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        'Performance of [AES] encryption functions SHALL be measured.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Function_Check_Performance_BestCase = Requirement(
+        name='RQ.SRS008.AES.Function.Check.Performance.BestCase',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        'Performance of [AES] encryption functions SHALL be checked for the best case\n'
+        'scenario where there is one key, one initialization vector, and one large stream of data.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Function_Check_Performance_WorstCase = Requirement(
+        name='RQ.SRS008.AES.Function.Check.Performance.WorstCase',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        'Performance of [AES] encryption functions SHALL be checked for the worst case\n'
+        'where there are `N` keys, `N` initialization vectors and `N` very small streams of data.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Check_Compression = Requirement(
+        name='RQ.SRS008.AES.Functions.Check.Compression',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        'Effect of [AES] encryption on column compression SHALL be measured.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Functions_Check_Compression_LowCardinality = Requirement(
+        name='RQ.SRS008.AES.Functions.Check.Compression.LowCardinality',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        'Effect of [AES] encryption on the compression of a column with [LowCardinality] data type\n'
+        'SHALL be measured.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes_encrypt` function to encrypt data using [AES].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Syntax = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Syntax',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support the following syntax for the `aes_encrypt` function\n'
+        '\n'
+        '```sql\n'
+        'aes_encrypt(plaintext, key, mode, [iv, aad])\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_NIST_TestVectors = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.NIST.TestVectors',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] `aes_encrypt` function output SHALL produce output that matches [NIST test vectors].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_PlainText = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.PlainText',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `plaintext` accepting any data type as\n'
+        'the first parameter to the `aes_encrypt` function that SHALL specify the data to be encrypted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Key = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Key',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `key` with `String` or `FixedString` data types\n'
+        'as the second parameter to the `aes_encrypt` function that SHALL specify the encryption key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter\n'
+        'to the `aes_encrypt` function that SHALL specify encryption key length and block encryption mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_ValuesFormat = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.ValuesFormat',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter\n'
+        'of the `aes_encrypt` function where\n'
+        'the `key_length` SHALL specifies the length of the key and SHALL accept\n'
+        '`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption\n'
+        'mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB] as well as\n'
+        '[CTR] and [GCM] as the values. For example, `aes-256-ofb`.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_Invalid = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_encrypt`\n'
+        'function is not valid with the exception where such a mode is supported by the underlying\n'
+        '[OpenSSL] implementation.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_ECB = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_ECB = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_ECB = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_CBC = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_CBC = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_CBC = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_CFB1 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_CFB1 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_CFB1 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_CFB8 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_CFB8 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_CFB8 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_CFB128 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_CFB128 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_CFB128 = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_OFB = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_OFB = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_OFB = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_GCM = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-gcm` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [GCM] block mode encryption with a 128 bit key.\n'
+        'An `AEAD` 16-byte tag is appended to the resulting ciphertext according to\n'
+        'the [RFC5116].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_GCM = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-gcm` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [GCM] block mode encryption with a 192 bit key.\n'
+        'An `AEAD` 16-byte tag is appended to the resulting ciphertext according to\n'
+        'the [RFC5116].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_GCM = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-gcm` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [GCM] block mode encryption with a 256 bit key.\n'
+        'An `AEAD` 16-byte tag is appended to the resulting ciphertext according to\n'
+        'the [RFC5116].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_128_CTR = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ctr` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CTR] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_192_CTR = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ctr` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CTR] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_AES_256_CTR = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ctr` as the value for the `mode` parameter of the `aes_encrypt` function\n'
+        'and [AES] algorithm SHALL use the [CTR] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_InitializationVector = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.InitializationVector',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth\n'
+        'parameter to the `aes_encrypt` function that SHALL specify the initialization vector for block modes that require\n'
+        'it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_AdditionalAuthenticatedData = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.AdditionalAuthenticatedData',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aad` with `String` or `FixedString` data types as the optional fifth\n'
+        'parameter to the `aes_encrypt` function that SHALL specify the additional authenticated data\n'
+        'for block modes that require it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Parameters_ReturnValue = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Parameters.ReturnValue',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return the encrypted value of the data\n'
+        'using `String` data type as the result of `aes_encrypt` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_Key_Length_InvalidLengthError = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.Key.Length.InvalidLengthError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `key` length is not exact for the `aes_encrypt` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_InitializationVector_Length_InvalidLengthError = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.InitializationVector.Length.InvalidLengthError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` length is specified and not of the exact size for the `aes_encrypt` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_InitializationVector_NotValidForMode = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.InitializationVector.NotValidForMode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_encrypt` function for a mode that does not need it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AdditionalAuthenticationData_NotValidForMode = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.NotValidForMode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `aad` is specified for the `aes_encrypt` function for a mode that does not need it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AdditionalAuthenticationData_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AdditionalAuthenticationData.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not limit the size of the `aad` parameter passed to the `aes_encrypt` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ecb` and `key` is not 16 bytes\n'
+        'or `iv` or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ecb` and `key` is not 24 bytes\n'
+        'or `iv` or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ecb` and `key` is not 32 bytes\n'
+        'or `iv` or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cbc` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cbc` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cbc` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb1` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb1` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb1` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb8` and `key` is not 16 bytes\n'
+        'and if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb8` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb8` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-cfb128` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-cfb128` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-cfb128` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ofb` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ofb` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ofb` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_GCM_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-gcm` and `key` is not 16 bytes\n'
+        'or `iv` is not specified or is less than 8 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_GCM_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-gcm` and `key` is not 24 bytes\n'
+        'or `iv` is not specified or is less than 8 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_GCM_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-gcm` and `key` is not 32 bytes\n'
+        'or `iv` is not specified or is less than 8 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_128_CTR_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-128-ctr` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_192_CTR_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-192-ctr` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Encrypt_Function_AES_256_CTR_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Encrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt` function is set to `aes-256-ctr` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes_decrypt` function to decrypt data using [AES].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Syntax = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Syntax',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support the following syntax for the `aes_decrypt` function\n'
+        '\n'
+        '```sql\n'
+        'aes_decrypt(ciphertext, key, mode, [iv, aad])\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_CipherText = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.CipherText',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `ciphertext` accepting `FixedString` or `String` data types as\n'
+        'the first parameter to the `aes_decrypt` function that SHALL specify the data to be decrypted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Key = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Key',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `key` with `String` or `FixedString` data types\n'
+        'as the second parameter to the `aes_decrypt` function that SHALL specify the encryption key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter\n'
+        'to the `aes_decrypt` function that SHALL specify encryption key length and block encryption mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_ValuesFormat = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.ValuesFormat',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter\n'
+        'of the `aes_decrypt` function where\n'
+        'the `key_length` SHALL specifies the length of the key and SHALL accept\n'
+        '`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption\n'
+        'mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB] as well as\n'
+        '[CTR] and [GCM] as the values. For example, `aes-256-ofb`.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_Invalid = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_decrypt`\n'
+        'function is not valid with the exception where such a mode is supported by the underlying\n'
+        '[OpenSSL] implementation.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_ECB = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_ECB = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_ECB = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_CBC = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_CBC = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_CBC = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_CFB1 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_CFB1 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_CFB1 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_CFB8 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_CFB8 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_CFB8 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_CFB128 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_CFB128 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_CFB128 = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_OFB = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_OFB = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_OFB = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_GCM = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-gcm` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [GCM] block mode encryption with a 128 bit key.\n'
+        'An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to\n'
+        'the [RFC5116].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_GCM = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-gcm` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [GCM] block mode encryption with a 192 bit key.\n'
+        'An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to\n'
+        'the [RFC5116].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_GCM = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-gcm` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [GCM] block mode encryption with a 256 bit key.\n'
+        'An [AEAD] 16-byte tag is expected present at the end of the ciphertext according to\n'
+        'the [RFC5116].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_128_CTR = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ctr` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CTR] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_192_CTR = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ctr` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CTR] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_AES_256_CTR = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ctr` as the value for the `mode` parameter of the `aes_decrypt` function\n'
+        'and [AES] algorithm SHALL use the [CTR] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_InitializationVector = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.InitializationVector',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth\n'
+        'parameter to the `aes_decrypt` function that SHALL specify the initialization vector for block modes that require\n'
+        'it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_AdditionalAuthenticatedData = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.AdditionalAuthenticatedData',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aad` with `String` or `FixedString` data types as the optional fifth\n'
+        'parameter to the `aes_decrypt` function that SHALL specify the additional authenticated data\n'
+        'for block modes that require it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Parameters_ReturnValue = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Parameters.ReturnValue',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return the decrypted value of the data\n'
+        'using `String` data type as the result of `aes_decrypt` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_Key_Length_InvalidLengthError = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.Key.Length.InvalidLengthError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `key` length is not exact for the `aes_decrypt` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_InitializationVector_Length_InvalidLengthError = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.InitializationVector.Length.InvalidLengthError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` is speficified and the length is not exact for the `aes_decrypt` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_InitializationVector_NotValidForMode = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.InitializationVector.NotValidForMode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_decrypt` function\n'
+        'for a mode that does not need it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AdditionalAuthenticationData_NotValidForMode = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.NotValidForMode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `aad` is specified for the `aes_decrypt` function\n'
+        'for a mode that does not need it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AdditionalAuthenticationData_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AdditionalAuthenticationData.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not limit the size of the `aad` parameter passed to the `aes_decrypt` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ecb` and `key` is not 16 bytes\n'
+        'or `iv` or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ecb` and `key` is not 24 bytes\n'
+        'or `iv` or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ecb` and `key` is not 32 bytes\n'
+        'or `iv` or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cbc` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cbc` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cbc` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb1` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb1` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb1` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb8` and `key` is not 16 bytes\n'
+        'and if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb8` and `key` is not 24 bytes\n'
+        'or `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb8` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-cfb128` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-cfb128` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-cfb128` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ofb` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ofb` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ofb` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes or `aad` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_GCM_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-GCM.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-gcm` and `key` is not 16 bytes\n'
+        'or `iv` is not specified or is less than 8 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_GCM_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-GCM.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-gcm` and `key` is not 24 bytes\n'
+        'or `iv` is not specified or is less than 8 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_GCM_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-GCM.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-gcm` and `key` is not 32 bytes\n'
+        'or `iv` is not specified or is less than 8 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_128_CTR_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-128-CTR.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-128-ctr` and `key` is not 16 bytes\n'
+        'or if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_192_CTR_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-192-CTR.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-192-ctr` and `key` is not 24 bytes\n'
+        'or if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_Decrypt_Function_AES_256_CTR_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.Decrypt.Function.AES-256-CTR.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt` function is set to `aes-256-ctr` and `key` is not 32 bytes\n'
+        'or if specified `iv` is not 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes_encrypt_mysql` function to encrypt data using [AES].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Syntax = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Syntax',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support the following syntax for the `aes_encrypt_mysql` function\n'
+        '\n'
+        '```sql\n'
+        'aes_encrypt_mysql(plaintext, key, mode, [iv])\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_PlainText = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.PlainText',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `plaintext` accepting any data type as\n'
+        'the first parameter to the `aes_encrypt_mysql` function that SHALL specify the data to be encrypted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Key = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Key',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `key` with `String` or `FixedString` data types\n'
+        'as the second parameter to the `aes_encrypt_mysql` function that SHALL specify the encryption key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter\n'
+        'to the `aes_encrypt_mysql` function that SHALL specify encryption key length and block encryption mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_ValuesFormat = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.ValuesFormat',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter\n'
+        'of the `aes_encrypt_mysql` function where\n'
+        'the `key_length` SHALL specifies the length of the key and SHALL accept\n'
+        '`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption\n'
+        'mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB]. For example, `aes-256-ofb`.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_Invalid = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_encrypt_mysql`\n'
+        'function is not valid with the exception where such a mode is supported by the underlying\n'
+        '[OpenSSL] implementation.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_ECB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_ECB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_ECB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_CBC = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_CBC = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_CBC = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_CFB1 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_CFB1 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_CFB1 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_CFB8 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_CFB8 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_CFB8 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_CFB128 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_CFB128 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_CFB128 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_OFB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_OFB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_OFB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_encrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_GCM_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-128-gcm` is specified as the value for the `mode` parameter of the\n'
+        '`aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_GCM_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-192-gcm` is specified as the value for the `mode` parameter of the\n'
+        '`aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_GCM_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-256-gcm` is specified as the value for the `mode` parameter of the\n'
+        '`aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_CTR_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-128-ctr` is specified as the value for the `mode` parameter of the\n'
+        '`aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_CTR_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-192-ctr` is specified as the value for the `mode` parameter of the\n'
+        '`aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_CTR_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-256-ctr` is specified as the value for the `mode` parameter of the\n'
+        '`aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_InitializationVector = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.InitializationVector',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth\n'
+        'parameter to the `aes_encrypt_mysql` function that SHALL specify the initialization vector for block modes that require\n'
+        'it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_ReturnValue = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Parameters.ReturnValue',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return the encrypted value of the data\n'
+        'using `String` data type as the result of `aes_encrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Key_Length_TooShortError = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooShortError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `key` length is less than the minimum for the `aes_encrypt_mysql`\n'
+        'function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_Key_Length_TooLong = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.Key.Length.TooLong',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use folding algorithm specified below if the `key` length is longer than required\n'
+        'for the `aes_encrypt_mysql` function for a given block mode.\n'
+        '\n'
+        '```python\n'
+        'def fold_key(key, cipher_key_size):\n'
+        '    key = list(key) if not isinstance(key, (list, tuple)) else key\n'
+        '\t  folded_key = key[:cipher_key_size]\n'
+        '\t  for i in range(cipher_key_size, len(key)):\n'
+        '\t\t    print(i % cipher_key_size, i)\n'
+        '\t\t    folded_key[i % cipher_key_size] ^= key[i]\n'
+        '\t  return folded_key\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_Length_TooShortError = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooShortError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` length is specified and is less than the minimum\n'
+        'that is required for the `aes_encrypt_mysql` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_Length_TooLong = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.Length.TooLong',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use the first `N` bytes that are required if the `iv` is specified and\n'
+        'its length is longer than required for the `aes_encrypt_mysql` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_NotValidForMode = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.InitializationVector.NotValidForMode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_encrypt_mysql`\n'
+        'function for a mode that does not need it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-ecb` and `key` is less than 16 bytes\n'
+        'or `iv` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-ecb` and `key` is less than 24 bytes\n'
+        'or `iv` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-ecb` and `key` is less than 32 bytes\n'
+        'or `iv` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cbc` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cbc` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cbc` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb1` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb1` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb1` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb8` and `key` is less than 16 bytes\n'
+        'and if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb8` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb8` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-cfb128` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-cfb128` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-cfb128` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-128-ofb` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-192-ofb` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Encrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_encrypt_mysql` function is set to `aes-256-ofb` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes_decrypt_mysql` function to decrypt data using [AES].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Syntax = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Syntax',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support the following syntax for the `aes_decrypt_mysql` function\n'
+        '\n'
+        '```sql\n'
+        'aes_decrypt_mysql(ciphertext, key, mode, [iv])\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_CipherText = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.CipherText',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `ciphertext` accepting any data type as\n'
+        'the first parameter to the `aes_decrypt_mysql` function that SHALL specify the data to be decrypted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Key = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Key',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `key` with `String` or `FixedString` data types\n'
+        'as the second parameter to the `aes_decrypt_mysql` function that SHALL specify the encryption key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `mode` with `String` or `FixedString` data types as the third parameter\n'
+        'to the `aes_decrypt_mysql` function that SHALL specify encryption key length and block encryption mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_ValuesFormat = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.ValuesFormat',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support values of the form `aes-[key length]-[mode]` for the `mode` parameter\n'
+        'of the `aes_decrypt_mysql` function where\n'
+        'the `key_length` SHALL specifies the length of the key and SHALL accept\n'
+        '`128`, `192`, or `256` as the values and the `mode` SHALL specify the block encryption\n'
+        'mode and SHALL accept [ECB], [CBC], [CFB1], [CFB8], [CFB128], or [OFB]. For example, `aes-256-ofb`.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_Invalid = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the specified value for the `mode` parameter of the `aes_decrypt_mysql`\n'
+        'function is not valid with the exception where such a mode is supported by the underlying\n'
+        '[OpenSSL] implementation.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_ECB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_ECB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_ECB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-ECB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ecb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [ECB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_CBC = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_CBC = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_CBC = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CBC',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cbc` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CBC] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_CFB1 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_CFB1 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_CFB1 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB1',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb1` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB1] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_CFB8 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_CFB8 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_CFB8 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb8` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB8] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_CFB128 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_CFB128 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_CFB128 = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CFB128',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-cfb128` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [CFB128] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_OFB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-128-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 128 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_OFB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-192-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 192 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_OFB = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-OFB',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `aes-256-ofb` as the value for the `mode` parameter of the `aes_decrypt_mysql` function\n'
+        'and [AES] algorithm SHALL use the [OFB] block mode encryption with a 256 bit key.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_GCM_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-GCM.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-128-gcm` is specified as the value for the `mode` parameter of the\n'
+        '`aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_GCM_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-GCM.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-192-gcm` is specified as the value for the `mode` parameter of the\n'
+        '`aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_GCM_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-GCM.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-256-gcm` is specified as the value for the `mode` parameter of the\n'
+        '`aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_CTR_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-128-CTR.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-128-ctr` is specified as the value for the `mode` parameter of the\n'
+        '`aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_CTR_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-192-CTR.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-192-ctr` is specified as the value for the `mode` parameter of the\n'
+        '`aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_CTR_Error = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.Mode.Value.AES-256-CTR.Error',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if `aes-256-ctr` is specified as the value for the `mode` parameter of the\n'
+        '`aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_InitializationVector = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.InitializationVector',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `iv` with `String` or `FixedString` data types as the optional fourth\n'
+        'parameter to the `aes_decrypt_mysql` function that SHALL specify the initialization vector for block modes that require\n'
+        'it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_ReturnValue = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Parameters.ReturnValue',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return the decrypted value of the data\n'
+        'using `String` data type as the result of `aes_decrypt_mysql` function.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Key_Length_TooShortError = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooShortError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `key` length is less than the minimum for the `aes_decrypt_mysql`\n'
+        'function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_Key_Length_TooLong = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.Key.Length.TooLong',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use folding algorithm specified below if the `key` length is longer than required\n'
+        'for the `aes_decrypt_mysql` function for a given block mode.\n'
+        '\n'
+        '```python\n'
+        'def fold_key(key, cipher_key_size):\n'
+        '    key = list(key) if not isinstance(key, (list, tuple)) else key\n'
+        '\t  folded_key = key[:cipher_key_size]\n'
+        '\t  for i in range(cipher_key_size, len(key)):\n'
+        '\t\t    print(i % cipher_key_size, i)\n'
+        '\t\t    folded_key[i % cipher_key_size] ^= key[i]\n'
+        '\t  return folded_key\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_Length_TooShortError = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooShortError',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` length is specified and is less than the minimum\n'
+        'that is required for the `aes_decrypt_mysql` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_Length_TooLong = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.Length.TooLong',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use the first `N` bytes that are required if the `iv` is specified and\n'
+        'its length is longer than required for the `aes_decrypt_mysql` function for a given block mode.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_NotValidForMode = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.InitializationVector.NotValidForMode',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `iv` is specified for the `aes_decrypt_mysql`\n'
+        'function for a mode that does not need it.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-ecb` and `key` is less than 16 bytes\n'
+        'or `iv` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-ecb` and `key` is less than 24 bytes\n'
+        'or `iv` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-ECB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-ecb` and `key` is less than 32 bytes\n'
+        'or `iv` is specified.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cbc` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cbc` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CBC.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cbc` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb1` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb1` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB1.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb1` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb8` and `key` is less than 16 bytes\n'
+        'and if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb8` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB8.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb8` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-cfb128` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-cfb128` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-CFB128.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-cfb128` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-128-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-128-ofb` and `key` is less than 16 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-192-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-192-ofb` and `key` is less than 24 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length = Requirement(
+        name='RQ.SRS008.AES.MySQL.Decrypt.Function.AES-256-OFB.KeyAndInitializationVector.Length',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error when `mode` for the `aes_decrypt_mysql` function is set to `aes-256-ofb` and `key` is less than 32 bytes\n'
+        'or if specified `iv` is less than 16 bytes.\n'
+        '\n'
+        ),
+        link=None)
diff --git a/tests/testflows/aes_encryption/tests/common.py b/tests/testflows/aes_encryption/tests/common.py
new file mode 100644
index 00000000000..5ed582563fb
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/common.py
@@ -0,0 +1,162 @@
+# -*- coding: utf-8 -*-
+modes = [
+    # mode, key_len, iv_len, aad
+    ("'aes-128-ecb'", 16, None, None),
+    ("'aes-192-ecb'", 24, None, None),
+    ("'aes-256-ecb'", 32, None, None),
+    # cbc
+    ("'aes-128-cbc'", 16, None, None),
+    ("'aes-192-cbc'", 24, None, None),
+    ("'aes-256-cbc'", 32, None, None),
+    ("'aes-128-cbc'", 16, 16, None),
+    ("'aes-192-cbc'", 24, 16, None),
+    ("'aes-256-cbc'", 32, 16, None),
+    # cfb1
+    ("'aes-128-cfb1'", 16, None, None),
+    ("'aes-192-cfb1'", 24, None, None),
+    ("'aes-256-cfb1'", 32, None, None),
+    ("'aes-128-cfb1'", 16, 16, None),
+    ("'aes-192-cfb1'", 24, 16, None),
+    ("'aes-256-cfb1'", 32, 16, None),
+    # cfb8
+    ("'aes-128-cfb8'", 16, None, None),
+    ("'aes-192-cfb8'", 24, None, None),
+    ("'aes-256-cfb8'", 32, None, None),
+    ("'aes-128-cfb8'", 16, 16, None),
+    ("'aes-192-cfb8'", 24, 16, None),
+    ("'aes-256-cfb8'", 32, 16, None),
+    # cfb128
+    ("'aes-128-cfb128'", 16, None, None),
+    ("'aes-192-cfb128'", 24, None, None),
+    ("'aes-256-cfb128'", 32, None, None),
+    ("'aes-128-cfb128'", 16, 16, None),
+    ("'aes-192-cfb128'", 24, 16, None),
+    ("'aes-256-cfb128'", 32, 16, None),
+    # ofb
+    ("'aes-128-ofb'", 16, None, None),
+    ("'aes-192-ofb'", 24, None, None),
+    ("'aes-256-ofb'", 32, None, None),
+    ("'aes-128-ofb'", 16, 16, None),
+    ("'aes-192-ofb'", 24, 16, None),
+    ("'aes-256-ofb'", 32, 16, None),
+    # gcm
+    ("'aes-128-gcm'", 16, 12, None),
+    ("'aes-192-gcm'", 24, 12, None),
+    ("'aes-256-gcm'", 32, 12, None),
+    ("'aes-128-gcm'", 16, 12, True),
+    ("'aes-192-gcm'", 24, 12, True),
+    ("'aes-256-gcm'", 32, 12, True),
+    # ctr
+    ("'aes-128-ctr'", 16, None, None),
+    ("'aes-192-ctr'", 24, None, None),
+    ("'aes-256-ctr'", 32, None, None),
+    ("'aes-128-ctr'", 16, 16, None),
+    ("'aes-192-ctr'", 24, 16, None),
+    ("'aes-256-ctr'", 32, 16, None),
+]
+
+mysql_modes = [
+    # mode, key_len, iv_len
+    ("'aes-128-ecb'", 16, None),
+    ("'aes-128-ecb'", 24, None),
+    ("'aes-192-ecb'", 24, None),
+    ("'aes-192-ecb'", 32, None),
+    ("'aes-256-ecb'", 32, None),
+    ("'aes-256-ecb'", 64, None),
+    # cbc
+    ("'aes-128-cbc'", 16, None),
+    ("'aes-192-cbc'", 24, None),
+    ("'aes-256-cbc'", 32, None),
+    ("'aes-128-cbc'", 16, 16),
+    ("'aes-128-cbc'", 24, 24),
+    ("'aes-192-cbc'", 24, 16),
+    ("'aes-192-cbc'", 32, 32),
+    ("'aes-256-cbc'", 32, 16),
+    ("'aes-256-cbc'", 64, 64),
+    # cfb1
+    ("'aes-128-cfb1'", 16, None),
+    ("'aes-192-cfb1'", 24, None),
+    ("'aes-256-cfb1'", 32,  None),
+    ("'aes-128-cfb1'", 16, 16),
+    ("'aes-128-cfb1'", 24, 24),
+    ("'aes-192-cfb1'", 24, 16),
+    ("'aes-192-cfb1'", 32, 32),
+    ("'aes-256-cfb1'", 32, 16),
+    ("'aes-256-cfb1'", 64, 64),
+    # cfb8
+    ("'aes-128-cfb8'", 16, None),
+    ("'aes-192-cfb8'", 24, None),
+    ("'aes-256-cfb8'", 32, None),
+    ("'aes-128-cfb8'", 16, 16),
+    ("'aes-128-cfb8'", 24, 24),
+    ("'aes-192-cfb8'", 24, 16),
+    ("'aes-192-cfb8'", 32, 32),
+    ("'aes-256-cfb8'", 32, 16),
+    ("'aes-256-cfb8'", 64, 64),
+    # cfb128
+    ("'aes-128-cfb128'", 16, None),
+    ("'aes-192-cfb128'", 24, None),
+    ("'aes-256-cfb128'", 32, None),
+    ("'aes-128-cfb128'", 16, 16),
+    ("'aes-128-cfb128'", 24, 24),
+    ("'aes-192-cfb128'", 24, 16),
+    ("'aes-192-cfb128'", 32, 32),
+    ("'aes-256-cfb128'", 32, 16),
+    ("'aes-256-cfb128'", 64, 64),
+    # ofb
+    ("'aes-128-ofb'", 16, None),
+    ("'aes-192-ofb'", 24, None),
+    ("'aes-256-ofb'", 32, None),
+    ("'aes-128-ofb'", 16, 16),
+    ("'aes-128-ofb'", 24, 24),
+    ("'aes-192-ofb'", 24, 16),
+    ("'aes-192-ofb'", 32, 32),
+    ("'aes-256-ofb'", 32, 16),
+    ("'aes-256-ofb'", 64, 64),
+]
+
+plaintexts = [
+    ("bytes", "unhex('0')"),
+    ("emptystring", "''"),
+    ("utf8string", "'Gãńdåłf_Thê_Gręât'"),
+    ("utf8fixedstring", "toFixedString('Gãńdåłf_Thê_Gręât', 24)"),
+    ("String", "'1'"),
+    ("FixedString", "toFixedString('1', 1)"),
+    ("UInt8", "toUInt8('1')"),
+    ("UInt16", "toUInt16('1')"),
+    ("UInt32", "toUInt32('1')"),
+    ("UInt64", "toUInt64('1')"),
+    ("Int8", "toInt8('1')"),
+    ("Int16", "toInt16('1')"),
+    ("Int32", "toInt32('1')"),
+    ("Int64", "toInt64('1')"),
+    ("Float32", "toFloat32('1')"),
+    ("Float64", "toFloat64('1')"),
+    ("Decimal32", "toDecimal32(2, 4)"),
+    ("Decimal64", "toDecimal64(2, 4)"),
+    ("Decimal128", "toDecimal128(2, 4)"),
+    ("UUID", "toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0')"),
+    ("Date", "toDate('2020-01-01')"),
+    ("DateTime", "toDateTime('2020-01-01 20:01:02')"),
+    ("DateTime64", "toDateTime64('2020-01-01 20:01:02.123', 3)"),
+    ("LowCardinality", "toLowCardinality('1')"),
+    ("Array", "[1,2]"),
+    #("Tuple", "(1,'a')") - not supported
+    #("Nullable, "Nullable(X)") - not supported
+    ("NULL", "toDateOrNull('foo')"),
+    ("IPv4", "toIPv4('171.225.130.45')"),
+    ("IPv6", "toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001')"),
+    ("Enum8", r"CAST('a', 'Enum8(\'a\' = 1, \'b\' = 2)')"),
+    ("Enum16", r"CAST('a', 'Enum16(\'a\' = 1, \'b\' = 2)')"),
+]
+
+_hex = hex
+
+def hex(s):
+    """Convert string to hex.
+    """
+    if isinstance(s, str):
+        return "".join(['%X' % ord(c) for c in s])
+    if isinstance(s, bytes):
+        return "".join(['%X' % c for c in s])
+    return _hex(s)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/__init__.py b/tests/testflows/aes_encryption/tests/compatibility/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/aes_encryption/tests/compatibility/feature.py b/tests/testflows/aes_encryption/tests/compatibility/feature.py
new file mode 100644
index 00000000000..5ef547e43f4
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/feature.py
@@ -0,0 +1,17 @@
+from testflows.core import *
+
+from aes_encryption.requirements import *
+
+@TestFeature
+@Name("compatibility")
+@Requirements(
+    RQ_SRS008_AES_Functions_DataFromMultipleSources("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check encryption functions usage compatibility.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    Feature(run=load("aes_encryption.tests.compatibility.insert", "feature"), flags=TE)
+    Feature(run=load("aes_encryption.tests.compatibility.select", "feature"), flags=TE)
+    Feature(run=load("aes_encryption.tests.compatibility.mysql.feature", "feature"), flags=TE)
\ No newline at end of file
diff --git a/tests/testflows/aes_encryption/tests/compatibility/insert.py b/tests/testflows/aes_encryption/tests/compatibility/insert.py
new file mode 100644
index 00000000000..6ddcc11b584
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/insert.py
@@ -0,0 +1,414 @@
+import os
+import textwrap
+from contextlib import contextmanager
+from importlib.machinery import SourceFileLoader
+
+from testflows.core import *
+from testflows.core.name import basename
+from testflows.asserts.helpers import varname
+from testflows.asserts import values, error, snapshot
+
+from aes_encryption.tests.common import modes, mysql_modes
+
+@contextmanager
+def table(name):
+    node = current().context.node
+    try:
+        with Given("table"):
+            sql = f"""
+                CREATE TABLE {name}
+                (
+                    date Nullable(Date),
+                    name Nullable(String),
+                    secret Nullable(String)
+                )
+                ENGINE = Memory()
+                """
+            with By("dropping table if exists"):
+                node.query(f"DROP TABLE IF EXISTS {name}")
+            with And("creating a table"):
+                node.query(textwrap.dedent(sql))
+        yield
+    finally:
+        with Finally("I drop the table", flags=TE):
+            node.query(f"DROP TABLE IF EXISTS {name}")
+
+@contextmanager
+def mv_transform(table, transform):
+    node = current().context.node
+    try:
+        with Given("tables for input transformation"):
+            with By("creating Null input table"):
+                sql = f"""
+                    CREATE TABLE {table}_input
+                    (
+                        date Nullable(Date),
+                        name Nullable(String),
+                        secret Nullable(String),
+                        mode String,
+                        key String,
+                        iv String,
+                        aad String
+                    )
+                    ENGINE=Null()
+                    """
+                node.query(textwrap.dedent(sql))
+
+            with And("creating materialized view table"):
+                sql = f"""
+                    CREATE MATERIALIZED VIEW {table}_input_mv TO {table} AS
+                    SELECT date, name, {transform}
+                    FROM {table}_input
+                    """
+                node.query(textwrap.dedent(sql))
+        yield
+    finally:
+        with Finally("I drop tables for input transformation", flags=TE):
+            with By("dropping materialized view table", flags=TE):
+                node.query(f"DROP TABLE IF EXISTS {table}_input_mv")
+
+            with And("dropping Null input table", flags=TE):
+                node.query(f"DROP TABLE IF EXISTS {table}_input")
+
+@TestScenario
+def encrypt_using_materialized_view(self):
+    """Check that we can use `encrypt` function when inserting
+    data into a table using a materialized view for input
+    data transformation.
+    """
+    node = self.context.node
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_aad = None if not aad_len else f"'{aad}'"
+            example_transform = f"encrypt(mode, secret, key{', iv' if example_iv else ''}{', aad' if example_aad else ''})"
+
+            with table("user_data"):
+                with mv_transform("user_data", example_transform):
+                    with When("I insert encrypted data"):
+                        node.query(f"""
+                            INSERT INTO user_data_input
+                                (date, name, secret, mode, key)
+                            VALUES
+                                ('2020-01-01', 'user0', 'user0_secret', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}),
+                                ('2020-01-02', 'user1', 'user1_secret', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}),
+                                ('2020-01-03', 'user2', 'user2_secret', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""})
+                            """)
+
+                    with And("I read inserted data back"):
+                        node.query("SELECT date, name, hex(secret) FROM user_data ORDER BY date")
+
+                    with Then("output must match the snapshot"):
+                        with values() as that:
+                            assert that(snapshot(r.output.strip(), "insert", name=f"encrypt_mv_example_{varname(basename(self.name))}")), error()
+
+@TestScenario
+def aes_encrypt_mysql_using_materialized_view(self):
+    """Check that we can use `aes_encrypt_mysql` function when inserting
+    data into a table using a materialized view for input
+    data transformation.
+    """
+    node = self.context.node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len in mysql_modes:
+        with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_transform = f"aes_encrypt_mysql(mode, secret, key{', iv' if example_iv else ''})"
+
+            with table("user_data"):
+                with mv_transform("user_data", example_transform):
+                    with When("I insert encrypted data"):
+                        node.query(f"""
+                            INSERT INTO user_data_input
+                                (date, name, secret, mode, key)
+                            VALUES
+                                ('2020-01-01', 'user0', 'user0_secret', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}),
+                                ('2020-01-02', 'user1', 'user1_secret', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}),
+                                ('2020-01-03', 'user2', 'user2_secret', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""})
+                            """)
+
+                    with And("I read inserted data back"):
+                        node.query("SELECT date, name, hex(secret) FROM user_data ORDER BY date")
+
+                    with Then("output must match the snapshot"):
+                        with values() as that:
+                            assert that(snapshot(r.output.strip(), "insert", name=f"aes_encrypt_mysql_mv_example_{varname(basename(self.name))}")), error()
+
+@TestScenario
+def encrypt_using_input_table_function(self):
+    """Check that we can use `encrypt` function when inserting
+    data into a table using insert select and `input()` table
+    function.
+    """
+    node = self.context.node
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_aad = None if not aad_len else f"'{aad}'"
+            example_transform = f"encrypt({mode}, secret, {example_key}{(', ' + example_iv) if example_iv else ''}{(', ' + example_aad) if example_aad else ''})"
+
+            with table("user_data"):
+                with When("I insert encrypted data"):
+                    node.query(f"""
+                        INSERT INTO
+                            user_data
+                        SELECT
+                            date, name, {example_transform}
+                        FROM
+                            input('date Date, name String, secret String')
+                        FORMAT Values ('2020-01-01', 'user0', 'user0_secret'), ('2020-01-02', 'user1', 'user1_secret'), ('2020-01-03', 'user2', 'user2_secret')
+                        """)
+
+                with And("I read inserted data back"):
+                    r = node.query("SELECT date, name, hex(secret) FROM user_data ORDER BY date")
+
+                with Then("output must match the snapshot"):
+                    with values() as that:
+                        assert that(snapshot(r.output.strip(), "insert", name=f"encrypt_input_example_{varname(basename(example.name))}")), error()
+
+@TestScenario
+def aes_encrypt_mysql_using_input_table_function(self):
+    """Check that we can use `aes_encrypt_mysql` function when inserting
+    data into a table using insert select and `input()` table
+    function.
+    """
+    node = self.context.node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len in mysql_modes:
+        with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_transform = f"aes_encrypt_mysql({mode}, secret, {example_key}{(', ' + example_iv) if example_iv else ''})"
+
+            with table("user_data"):
+                with When("I insert encrypted data"):
+                    node.query(f"""
+                        INSERT INTO
+                            user_data
+                        SELECT
+                            date, name, {example_transform}
+                        FROM
+                            input('date Date, name String, secret String')
+                        FORMAT Values ('2020-01-01', 'user0', 'user0_secret'), ('2020-01-02', 'user1', 'user1_secret'), ('2020-01-03', 'user2', 'user2_secret')
+                        """)
+
+                with And("I read inserted data back"):
+                    r = node.query("SELECT date, name, hex(secret) FROM user_data ORDER BY date")
+
+                with Then("output must match the snapshot"):
+                    with values() as that:
+                        assert that(snapshot(r.output.strip(), "insert", name=f"aes_encrypt_mysql_input_example_{varname(basename(example.name))}")), error()
+
+@TestScenario
+def decrypt_using_materialized_view(self):
+    """Check that we can use `decrypt` function when inserting
+    data into a table using a materialized view for input
+    data transformation.
+    """
+    node = self.context.node
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "insert.py.insert.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_aad = None if not aad_len else f"'{aad}'"
+            example_transform = f"decrypt(mode, secret, key{', iv' if example_iv else ''}{', aad' if example_aad else ''})"
+
+            with Given("I have ciphertexts"):
+                example_name = basename(example.name)
+                ciphertexts = getattr(snapshot_module, varname(f"encrypt_mv_example_{example_name}"))
+                example_ciphertexts = ["'{}'".format(l.split("\t")[-1].strup("'")) for l in ciphertexts.split("\n")]
+
+            with table("user_data"):
+                with mv_transform("user_data", example_transform):
+                    with When("I insert encrypted data"):
+                        node.query(f"""
+                            INSERT INTO user_data_input
+                                (date, name, secret, mode, key)
+                            VALUES
+                                ('2020-01-01', 'user0', 'unhex({example_ciphertexts[0]})', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}),
+                                ('2020-01-02', 'user1', 'unhex({example_ciphertexts[1]})', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}),
+                                ('2020-01-03', 'user2', 'unhex({example_ciphertexts[2]})', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""})
+                            """)
+
+                    with And("I read inserted data back"):
+                        r = node.query("SELECT date, name, secret FROM user_data ORDER BY date")
+
+                    with Then("output must match the expected"):
+                        expected = r"""'2020-01-01\tuser0\tuser0_secret\n2020-01-02\tuser1\tuser1_secret\n2020-01-03\tuser2\tuser2_secret'"""
+                        assert r.output == expected, error()
+
+@TestScenario
+def aes_decrypt_mysql_using_materialized_view(self):
+    """Check that we can use `aes_decrypt_mysql` function when inserting
+    data into a table using a materialized view for input
+    data transformation.
+    """
+    node = self.context.node
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "insert.py.insert.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_aad = None if not aad_len else f"'{aad}'"
+            example_transform = f"aes_decrypt_mysql(mode, secret, key{', iv' if example_iv else ''})"
+
+            with Given("I have ciphertexts"):
+                example_name = basename(example.name)
+                ciphertexts = getattr(snapshot_module, varname(f"aes_encrypt_mysql_mv_example_{example_name}"))
+                example_ciphertexts = ["'{}'".format(l.split("\t")[-1].strup("'")) for l in ciphertexts.split("\n")]
+
+            with table("user_data"):
+                with mv_transform("user_data", example_transform):
+                    with When("I insert encrypted data"):
+                        node.query(f"""
+                            INSERT INTO user_data_input
+                                (date, name, secret, mode, key)
+                            VALUES
+                                ('2020-01-01', 'user0', 'unhex({example_ciphertexts[0]})', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}),
+                                ('2020-01-02', 'user1', 'unhex({example_ciphertexts[1]})', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""}),
+                                ('2020-01-03', 'user2', 'unhex({example_ciphertexts[2]})', {example_mode}, {example_key}{(", " + example_iv) if example_iv else ""})
+                            """)
+
+                    with And("I read inserted data back"):
+                        r = node.query("SELECT date, name, secret FROM user_data ORDER BY date")
+
+                    with Then("output must match the expected"):
+                        expected = r"""'2020-01-01\tuser0\tuser0_secret\n2020-01-02\tuser1\tuser1_secret\n2020-01-03\tuser2\tuser2_secret'"""
+                        assert r.output == expected, error()
+
+@TestScenario
+def decrypt_using_input_table_function(self):
+    """Check that we can use `decrypt` function when inserting
+    data into a table using insert select and `input()` table
+    function.
+    """
+    node = self.context.node
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "insert.py.insert.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_aad = None if not aad_len else f"'{aad}'"
+            example_transform = f"decrypt({mode}, unhex(secret), {example_key}{(', ' + example_iv) if example_iv else ''}{(', ' + example_aad) if example_aad else ''})"
+
+            with Given("I have ciphertexts"):
+                example_name = basename(example.name)
+                ciphertexts = getattr(snapshot_module, varname(f"encrypt_input_example_{example_name}"))
+                example_ciphertexts = [l.split("\\t")[-1].strip("'") for l in ciphertexts.split("\\n")]
+
+            with table("user_data"):
+                with When("I insert decrypted data"):
+                    node.query(textwrap.dedent(f"""
+                        INSERT INTO
+                            user_data
+                        SELECT
+                            date, name, {example_transform}
+                        FROM
+                            input('date Date, name String, secret String')
+                        FORMAT Values ('2020-01-01', 'user0', '{example_ciphertexts[0]}'), ('2020-01-02', 'user1', '{example_ciphertexts[1]}'), ('2020-01-03', 'user2', '{example_ciphertexts[2]}')
+                        """))
+
+                with And("I read inserted data back"):
+                    r = node.query("SELECT date, name, secret FROM user_data ORDER BY date")
+
+                expected = """2020-01-01\tuser0\tuser0_secret\n2020-01-02\tuser1\tuser1_secret\n2020-01-03\tuser2\tuser2_secret"""
+                with Then("output must match the expected", description=expected):
+                    assert r.output == expected, error()
+
+@TestScenario
+def aes_decrypt_mysql_using_input_table_function(self):
+    """Check that we can use `aes_decrypt_mysql` function when inserting
+    data into a table using insert select and `input()` table
+    function.
+    """
+    node = self.context.node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    aad = "some random aad"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "insert.py.insert.snapshot")).load_module()
+
+    for mode, key_len, iv_len in mysql_modes:
+        with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len}""") as example:
+            example_key = f"'{key[:key_len]}'"
+            example_mode = mode
+            example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            example_transform = f"aes_decrypt_mysql({mode}, unhex(secret), {example_key}{(', ' + example_iv) if example_iv else ''})"
+
+            with Given("I have ciphertexts"):
+                example_name = basename(example.name)
+                ciphertexts = getattr(snapshot_module, varname(f"aes_encrypt_mysql_input_example_{example_name}"))
+                example_ciphertexts = [l.split("\\t")[-1].strip("'") for l in ciphertexts.split("\\n")]
+
+            with table("user_data"):
+                with When("I insert decrypted data"):
+                    node.query(textwrap.dedent(f"""
+                        INSERT INTO
+                            user_data
+                        SELECT
+                            date, name, {example_transform}
+                        FROM
+                            input('date Date, name String, secret String')
+                        FORMAT Values ('2020-01-01', 'user0', '{example_ciphertexts[0]}'), ('2020-01-02', 'user1', '{example_ciphertexts[1]}'), ('2020-01-03', 'user2', '{example_ciphertexts[2]}')
+                        """))
+
+                with And("I read inserted data back"):
+                    r = node.query("SELECT date, name, secret FROM user_data ORDER BY date")
+
+                expected = """2020-01-01\tuser0\tuser0_secret\n2020-01-02\tuser1\tuser1_secret\n2020-01-03\tuser2\tuser2_secret"""
+                with Then("output must match the expected", description=expected):
+                    assert r.output == expected, error()
+
+@TestFeature
+@Name("insert")
+def feature(self, node="clickhouse1"):
+    """Check encryption functions when used during data insertion into a table.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/mysql/__init__.py b/tests/testflows/aes_encryption/tests/compatibility/mysql/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/aes_encryption/tests/compatibility/mysql/database_engine.py b/tests/testflows/aes_encryption/tests/compatibility/mysql/database_engine.py
new file mode 100644
index 00000000000..3547dc95ab0
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/mysql/database_engine.py
@@ -0,0 +1,196 @@
+import textwrap
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts import error
+
+from aes_encryption.requirements import *
+from aes_encryption.tests.common import mysql_modes, hex
+
+@contextmanager
+def table(name, node, mysql_node, secret_type):
+    """Create a table that can be accessed using MySQL database engine.
+    """
+    try:
+        with Given("table in MySQL"):
+            sql = f"""
+                CREATE TABLE {name}(
+                    id INT NOT NULL AUTO_INCREMENT,
+                    date DATE,
+                    name VARCHAR(100),
+                    secret {secret_type},
+                    PRIMARY KEY ( id )
+                );
+                """
+            with When("I drop the table if exists"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+            with And("I create a table"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+        with And("I create a database using MySQL database engine"):
+            sql = f"""
+                CREATE DATABASE mysql_db
+                ENGINE = MySQL('{mysql_node.name}:3306', 'db', 'user', 'password')
+                """
+            with When("I drop database if exists"):
+                node.query(f"DROP DATABASE IF EXISTS mysql_db")
+            with And("I create database"):
+                node.query(textwrap.dedent(sql))
+        yield
+
+    finally:
+        with And("I drop the database that is using MySQL database engine", flags=TE):
+            node.query(f"DROP DATABASE IF EXISTS mysql_db")
+
+        with And("I drop a table in MySQL", flags=TE):
+            mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def decrypt(self, mysql_datatype):
+    """Check that when using a table provided by MySQL database engine that
+    contains a column encrypted in MySQL stored using specified data type
+    I can decrypt data in the column using the `decrypt` and `aes_decrypt_mysql`
+    functions in the select query.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["decrypt", "aes_decrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "decrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""{func} mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with table("user_data", node, mysql_node, mysql_datatype):
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+
+                    with When("I insert encrypted data in MySQL"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        INSERT INTO user_data VALUES (NULL, '2020-01-01', 'user0', AES_ENCRYPT('secret', {example_key}{(", " + example_iv) if example_iv else ", ''"}));
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read encrypted data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"}) AS secret FROM user_data;
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read raw encrypted data in MySQL"):
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT id, date, name, hex(secret) as secret FROM user_data;\"", exitcode=0)
+
+                    with And("I read raw data using MySQL database engine"):
+                        output = node.query("SELECT id, date, name, hex(secret) AS secret FROM mysql_db.user_data")
+
+                    with And("I read decrypted data using MySQL database engine"):
+                        output = node.query(f"""SELECT hex({func}({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""})) FROM mysql_db.user_data""").output.strip()
+
+                    with Then("output should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def encrypt(self, mysql_datatype):
+    """Check that when using a table provided by MySQL database engine that
+    we can encrypt data during insert using the `aes_encrypt_mysql` function
+    and decrypt it in MySQL.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["encrypt", "aes_encrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "encrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""{func} mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with table("user_data", node, mysql_node, mysql_datatype):
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+                    example_transform = f"{func}({mode}, secret, {example_key}{(', ' + example_iv) if example_iv else ''})"
+
+                    with When("I insert encrypted data into a table provided by MySQL database engine"):
+                        node.query(textwrap.dedent(f"""
+                            INSERT INTO
+                                mysql_db.user_data
+                            SELECT
+                                id, date, name, {example_transform}
+                            FROM
+                                input('id Int32, date Date, name String, secret String')
+                            FORMAT Values (1, '2020-01-01', 'user0', 'secret')
+                            """))
+
+                    with And("I read decrypted data using MySQL database engine"):
+                        output = node.query(f"""SELECT hex(aes_decrypt_mysql({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""})) FROM mysql_db.user_data""").output.strip()
+
+                    with Then("decrypted data from MySQL database engine should should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+                    with And("I read raw data using MySQL database engine to get expected raw data"):
+                        expected_raw_data = node.query("SELECT hex(secret) AS secret FROM mysql_db.user_data").output.strip()
+
+                    with And("I read raw encrypted data in MySQL"):
+                        output = mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT hex(secret) as secret FROM user_data;\"", exitcode=0).output.strip()
+
+                    with Then("check that raw encryted data in MySQL matches the expected"):
+                        assert expected_raw_data in output, error()
+
+                    with And("I decrypt data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, hex(AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"})) AS secret FROM user_data;
+                        """
+                        output = mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0).output.strip()
+
+                    with Then("decryted data in MySQL should match the original plain text"):
+                        assert hex("secret") in output, error()
+
+@TestFeature
+@Name("database engine")
+@Requirements(
+    RQ_SRS008_AES_Functions_Compatability_Engine_Database_MySQL("1.0")
+)
+def feature(self, node="clickhouse1", mysql_node="mysql1"):
+    """Check usage of encryption functions with [MySQL database engine].
+
+    [MySQL database engine]: https://clickhouse.tech/docs/en/engines/database-engines/mysql/
+    """
+    self.context.node = self.context.cluster.node(node)
+    self.context.mysql_node = self.context.cluster.node(mysql_node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/mysql/dictionary.py b/tests/testflows/aes_encryption/tests/compatibility/mysql/dictionary.py
new file mode 100644
index 00000000000..66b9e3acbf8
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/mysql/dictionary.py
@@ -0,0 +1,251 @@
+import textwrap
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts import error
+
+from aes_encryption.requirements import *
+from aes_encryption.tests.common import mysql_modes, hex
+
+@contextmanager
+def dictionary(name, node, mysql_node, secret_type):
+    """Create a table in MySQL and use it a source for a dictionary.
+    """
+    try:
+        with Given("table in MySQL"):
+            sql = f"""
+                CREATE TABLE {name}(
+                    id INT NOT NULL AUTO_INCREMENT,
+                    date DATE,
+                    name VARCHAR(100),
+                    secret {secret_type},
+                    PRIMARY KEY ( id )
+                );
+                """
+            with When("I drop the table if exists"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+            with And("I create a table"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+        with And("dictionary that uses MySQL table as the external source"):
+            with When("I drop the dictionary if exists"):
+                node.query(f"DROP DICTIONARY IF EXISTS dict_{name}")
+            with And("I create the dictionary"):
+                sql = f"""
+                CREATE DICTIONARY dict_{name}
+                (
+                    id Int32,
+                    date Date,
+                    name String,
+                    secret String
+                )
+                PRIMARY KEY id
+                SOURCE(MYSQL(
+                    USER 'user'
+                    PASSWORD 'password'
+                    DB 'db'
+                    TABLE '{name}'
+                    REPLICA(PRIORITY 1 HOST '{mysql_node.name}' PORT 3306)
+                ))
+                LAYOUT(HASHED())
+                LIFETIME(0)
+                """
+                node.query(textwrap.dedent(sql))
+
+        yield f"dict_{name}"
+
+    finally:
+        with Finally("I drop the dictionary", flags=TE):
+            node.query(f"DROP DICTIONARY IF EXISTS dict_{name}")
+
+        with And("I drop a table in MySQL", flags=TE):
+            mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+
+@contextmanager
+def parameters_dictionary(name, node, mysql_node):
+    """Create a table in MySQL and use it a source for a dictionary
+    that stores parameters for the encryption functions.
+    """
+    try:
+        with Given("table in MySQL"):
+            sql = f"""
+                CREATE TABLE {name}(
+                    `id` INT NOT NULL AUTO_INCREMENT,
+                    `name` VARCHAR(100),
+                    `mode` VARCHAR(100),
+                    `key` BLOB,
+                    `iv` BLOB,
+                    `text` BLOB,
+                    PRIMARY KEY ( id )
+                );
+                """
+            with When("I drop the table if exists"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+            with And("I create a table"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+        with And("dictionary that uses MySQL table as the external source"):
+            with When("I drop the dictionary if exists"):
+                node.query(f"DROP DICTIONARY IF EXISTS dict_{name}")
+            with And("I create the dictionary"):
+                sql = f"""
+                CREATE DICTIONARY dict_{name}
+                (
+                    id Int32,
+                    name String,
+                    mode String,
+                    key String,
+                    iv String,
+                    text String
+                )
+                PRIMARY KEY id
+                SOURCE(MYSQL(
+                    USER 'user'
+                    PASSWORD 'password'
+                    DB 'db'
+                    TABLE '{name}'
+                    REPLICA(PRIORITY 1 HOST '{mysql_node.name}' PORT 3306)
+                ))
+                LAYOUT(HASHED())
+                LIFETIME(0)
+                """
+                node.query(textwrap.dedent(sql))
+
+        yield f"dict_{name}"
+
+    finally:
+        with Finally("I drop the dictionary", flags=TE):
+            node.query(f"DROP DICTIONARY IF EXISTS dict_{name}")
+
+        with And("I drop a table in MySQL", flags=TE):
+            mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+
+@TestScenario
+def parameter_values(self):
+    """Check that we can use a dictionary that uses MySQL table as a source
+    can be used as a parameters store for the `encrypt`, `decrypt`, and
+    `aes_encrypt_mysql`, `aes_decrypt_mysql` functions.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    mode = "'aes-128-cbc'"
+    key = f"'{'1' * 16}'"
+    iv = f"'{'2' * 16}'"
+    plaintext = "'secret'"
+
+    for encrypt, decrypt in [
+            ("encrypt", "decrypt"),
+            ("aes_encrypt_mysql", "aes_decrypt_mysql")
+        ]:
+        with Example(f"{encrypt} and {decrypt}", description=f"Check using dictionary for parameters of {encrypt} and {decrypt} functions."):
+            with parameters_dictionary("parameters_data", node, mysql_node) as dict_name:
+                with When("I insert parameters values in MySQL"):
+                    sql = f"""
+                        INSERT INTO parameters_data VALUES (1, 'user0', {mode}, {key}, {iv}, {plaintext});
+                    """
+                    mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                with And("I use dictionary values as parameters"):
+                    sql = f"""
+                        SELECT {decrypt}(
+                            dictGet('default.{dict_name}', 'mode', toUInt64(1)),
+                            {encrypt}(
+                                dictGet('default.{dict_name}', 'mode', toUInt64(1)),
+                                dictGet('default.{dict_name}', 'text', toUInt64(1)),
+                                dictGet('default.{dict_name}', 'key', toUInt64(1)),
+                                dictGet('default.{dict_name}', 'iv', toUInt64(1))
+                            ),
+                            dictGet('default.{dict_name}', 'key', toUInt64(1)),
+                            dictGet('default.{dict_name}', 'iv', toUInt64(1))
+                        )
+                        """
+                    output = node.query(textwrap.dedent(sql)).output.strip()
+
+                with Then("output should match the plain text"):
+                    assert f"'{output}'" == plaintext, error()
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def decrypt(self, mysql_datatype):
+    """Check that when using a dictionary that uses MySQL table as a source and
+    contains a data encrypted in MySQL and stored using specified data type
+    that we can decrypt data from the dictionary using
+    the `aes_decrypt_mysql` or `decrypt` functions in the select query.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["decrypt", "aes_decrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "decrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""{func} mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with dictionary("user_data", node, mysql_node, mysql_datatype) as dict_name:
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+
+                    with When("I insert encrypted data in MySQL"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        INSERT INTO user_data VALUES (NULL, '2020-01-01', 'user0', AES_ENCRYPT('secret', {example_key}{(", " + example_iv) if example_iv else ", ''"}));
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read encrypted data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"}) AS secret FROM user_data;
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read raw encrypted data in MySQL"):
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT id, date, name, hex(secret) as secret FROM user_data;\"", exitcode=0)
+
+                    with And("I read raw data using MySQL dictionary"):
+                        output = node.query(f"SELECT hex(dictGet('default.{dict_name}', 'secret', toUInt64(1))) AS secret")
+
+                    with And("I read decrypted data using MySQL dictionary"):
+                        output = node.query(textwrap.dedent(f"""
+                            SELECT hex(
+                                {func}(
+                                    {example_mode},
+                                    dictGet('default.{dict_name}', 'secret', toUInt64(1)),
+                                    {example_key}{(", " + example_iv) if example_iv else ""}
+                                )
+                            )
+                            """)).output.strip()
+
+                    with Then("output should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+@TestFeature
+@Name("dictionary")
+@Requirements(
+    RQ_SRS008_AES_Functions_Compatability_Dictionaries("1.0")
+)
+def feature(self, node="clickhouse1", mysql_node="mysql1"):
+    """Check usage of encryption functions with [MySQL dictionary].
+
+    [MySQL dictionary]: https://clickhouse.tech/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources/#dicts-external_dicts_dict_sources-mysql
+    """
+    self.context.node = self.context.cluster.node(node)
+    self.context.mysql_node = self.context.cluster.node(mysql_node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/mysql/feature.py b/tests/testflows/aes_encryption/tests/compatibility/mysql/feature.py
new file mode 100644
index 00000000000..5c6338bfdff
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/mysql/feature.py
@@ -0,0 +1,18 @@
+from testflows.core import *
+
+from aes_encryption.requirements import *
+
+@TestFeature
+@Name("mysql")
+@Requirements(
+    RQ_SRS008_AES_Functions_Compatability_MySQL("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check encryption functions usage compatibility with MySQL.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    Feature(run=load("aes_encryption.tests.compatibility.mysql.table_engine", "feature"), flags=TE)
+    Feature(run=load("aes_encryption.tests.compatibility.mysql.database_engine", "feature"), flags=TE)
+    Feature(run=load("aes_encryption.tests.compatibility.mysql.table_function", "feature"), flags=TE)
+    Feature(run=load("aes_encryption.tests.compatibility.mysql.dictionary", "feature"), flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/mysql/table_engine.py b/tests/testflows/aes_encryption/tests/compatibility/mysql/table_engine.py
new file mode 100644
index 00000000000..5a5c7d9d58a
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/mysql/table_engine.py
@@ -0,0 +1,202 @@
+import textwrap
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts import error
+
+from aes_encryption.requirements import *
+from aes_encryption.tests.common import mysql_modes, hex
+
+@contextmanager
+def table(name, node, mysql_node, secret_type):
+    """Create a table that can be accessed using MySQL table engine.
+    """
+    try:
+        with Given("table in MySQL"):
+            sql = f"""
+                CREATE TABLE {name}(
+                    id INT NOT NULL AUTO_INCREMENT,
+                    date DATE,
+                    name VARCHAR(100),
+                    secret {secret_type},
+                    PRIMARY KEY ( id )
+                );
+                """
+            with When("I drop the table if exists"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+            with And("I create a table"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+        with And("I create a table using MySQL table engine"):
+            sql = f"""
+                CREATE TABLE mysql_{name}
+                (
+                    id Nullable(Int32),
+                    date Nullable(Date),
+                    name Nullable(String),
+                    secret Nullable(String)
+                )
+                ENGINE = MySQL('{mysql_node.name}:3306', 'db', '{name}', 'user', 'password')
+                """
+            with When("I drop table if exists"):
+                node.query(f"DROP TABLE IF EXISTS mysql_{name}")
+            with And("I create table"):
+                node.query(textwrap.dedent(sql))
+        yield
+
+    finally:
+        with And("I drop a table using MySQL table engine", flags=TE):
+            node.query(f"DROP TABLE IF EXISTS mysql_{name}")
+
+        with And("I drop a table in MySQL", flags=TE):
+            mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def decrypt(self, mysql_datatype):
+    """Check that when using a table with MySQL table engine that
+    contains a column encrypted in MySQL stored using specified data type
+    I can decrypt data in the column using the `decrypt` and `aes_decrypt_mysql`
+    functions in the select query.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["decrypt", "aes_decrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "decrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""{func} mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with table("user_data", node, mysql_node, mysql_datatype):
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+
+                    with When("I insert encrypted data in MySQL"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        INSERT INTO user_data VALUES (NULL, '2020-01-01', 'user0', AES_ENCRYPT('secret', {example_key}{(", " + example_iv) if example_iv else ", ''"}));
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read encrypted data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"}) AS secret FROM user_data;
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read raw encrypted data in MySQL"):
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT id, date, name, hex(secret) as secret FROM user_data;\"", exitcode=0)
+
+                    with And("I read raw data using MySQL table engine"):
+                        output = node.query("SELECT id, date, name, hex(secret) AS secret FROM mysql_user_data")
+
+                    with And("I read decrypted data via MySQL table engine"):
+                        output = node.query(f"""SELECT hex({func}({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""})) FROM mysql_user_data""").output.strip()
+
+                    with Then("the output should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def encrypt(self, mysql_datatype):
+    """Check that when using a table with MySQL table engine that
+    we can encrypt data during insert using the `encrypt` and `aes_encrypt_mysql`
+    functions and decrypt it in MySQL.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["encrypt", "aes_encrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "encrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with table("user_data", node, mysql_node, mysql_datatype):
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+                    example_transform = f"{func}({mode}, secret, {example_key}{(', ' + example_iv) if example_iv else ''})"
+
+                    with When("I insert encrypted data into MySQL table engine"):
+                        node.query(textwrap.dedent(f"""
+                            INSERT INTO
+                                mysql_user_data
+                            SELECT
+                                id, date, name, {example_transform}
+                            FROM
+                                input('id Nullable(Int32), date Date, name String, secret String')
+                            FORMAT Values (null, '2020-01-01', 'user0', 'secret')
+                            """))
+
+                    with And("I read decrypted data via MySQL table engine"):
+                        output = node.query(f"""SELECT hex(aes_decrypt_mysql({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""})) FROM mysql_user_data""").output.strip()
+
+                    with Then("decrypted data from MySQL table engine should should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+                    with And("I read raw data using MySQL table engine to get expected raw data"):
+                        expected_raw_data = node.query("SELECT hex(secret) AS secret FROM mysql_user_data").output.strip()
+
+                    with And("I read raw encrypted data in MySQL"):
+                        output = mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT hex(secret) as secret FROM user_data;\"", exitcode=0).output.strip()
+
+                    with Then("check that raw encryted data in MySQL matches the expected"):
+                        assert expected_raw_data in output, error()
+
+                    with And("I decrypt data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, hex(AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"})) AS secret FROM user_data;
+                        """
+                        output = mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0).output.strip()
+
+                    with Then("decryted data in MySQL should match the original plain text"):
+                        assert hex("secret") in output, error()
+
+@TestFeature
+@Name("table engine")
+@Requirements(
+    RQ_SRS008_AES_Functions_Compatability_Engine_Table_MySQL("1.0")
+)
+def feature(self, node="clickhouse1", mysql_node="mysql1"):
+    """Check usage of encryption functions with [MySQL table engine].
+
+    [MySQL table engine]: https://clickhouse.tech/docs/en/engines/table-engines/integrations/mysql/
+    """
+    self.context.node = self.context.cluster.node(node)
+    self.context.mysql_node = self.context.cluster.node(mysql_node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/mysql/table_function.py b/tests/testflows/aes_encryption/tests/compatibility/mysql/table_function.py
new file mode 100644
index 00000000000..cd3487c5c74
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/mysql/table_function.py
@@ -0,0 +1,183 @@
+import textwrap
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts import error
+
+from aes_encryption.requirements import *
+from aes_encryption.tests.common import mysql_modes, hex
+
+@contextmanager
+def table(name, node, mysql_node, secret_type):
+    """Create a table that can be accessed using MySQL table function.
+    """
+    try:
+        with Given("table in MySQL"):
+            sql = f"""
+                CREATE TABLE {name}(
+                    id INT NOT NULL AUTO_INCREMENT,
+                    date DATE,
+                    name VARCHAR(100),
+                    secret {secret_type},
+                    PRIMARY KEY ( id )
+                );
+                """
+            with When("I drop the table if exists"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+            with And("I create a table"):
+                mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+        yield f"mysql('{mysql_node.name}:3306', 'db', 'user_data', 'user', 'password')"
+
+    finally:
+        with And("I drop a table in MySQL", flags=TE):
+            mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"DROP TABLE IF EXISTS {name};\"", exitcode=0)
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def decrypt(self, mysql_datatype):
+    """Check that when using a table accessed through MySQL table function that
+    contains a column encrypted in MySQL stored using specified data type
+    I can decrypt data in the column using the `decrypt` and `aes_decrypt_mysql`
+    functions in the select query.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["decrypt", "aes_decrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "decrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""{func} mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with table("user_data", node, mysql_node, mysql_datatype) as table_function:
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+
+                    with When("I insert encrypted data in MySQL"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        INSERT INTO user_data VALUES (NULL, '2020-01-01', 'user0', AES_ENCRYPT('secret', {example_key}{(", " + example_iv) if example_iv else ", ''"}));
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read encrypted data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"}) AS secret FROM user_data;
+                        """
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0)
+
+                    with And("I read raw encrypted data in MySQL"):
+                        mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT id, date, name, hex(secret) as secret FROM user_data;\"", exitcode=0)
+
+                    with And("I read raw data using MySQL table function"):
+                        output = node.query(f"SELECT id, date, name, hex(secret) AS secret FROM {table_function}")
+
+                    with And("I read decrypted data using MySQL table function"):
+                        output = node.query(f"""SELECT hex({func}({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""})) FROM {table_function}""").output.strip()
+
+                    with Then("output should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+@TestOutline(Scenario)
+@Examples("mysql_datatype", [
+    ("VARBINARY(100)",),
+    #("VARCHAR(100)",),
+    ("BLOB", ),
+    #("TEXT",)
+])
+def encrypt(self, mysql_datatype):
+    """Check that when using a table accessed through MySQL table function that
+    we can encrypt data during insert using the `aes_encrypt_mysql` function
+    and decrypt it in MySQL.
+    """
+    node = self.context.node
+    mysql_node = self.context.mysql_node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for func in ["encrypt", "aes_encrypt_mysql"]:
+        for mode, key_len, iv_len in mysql_modes:
+            exact_key_size = int(mode.split("-")[1])//8
+
+            if "ecb" not in mode and not iv_len:
+                continue
+            if func == "encrypt":
+                if iv_len and iv_len != 16:
+                    continue
+                if key_len != exact_key_size:
+                    continue
+
+            with Example(f"""{func} mode={mode.strip("'")} key={key_len} iv={iv_len}"""):
+                with table("user_data", node, mysql_node, mysql_datatype) as table_function:
+                    example_mode = mode
+                    example_key = f"'{key[:key_len]}'"
+                    example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+                    example_transform = f"{func}({mode}, secret, {example_key}{(', ' + example_iv) if example_iv else ''})"
+
+                    with When("I insert encrypted data into a table provided by MySQL database engine"):
+                        node.query(textwrap.dedent(f"""
+                            INSERT INTO TABLE FUNCTION
+                                {table_function}
+                            SELECT
+                                id, date, name, {example_transform}
+                            FROM
+                                input('id Int32, date Date, name String, secret String')
+                            FORMAT Values (1, '2020-01-01', 'user0', 'secret')
+                            """))
+
+                    with And("I read decrypted data using MySQL database engine"):
+                        output = node.query(f"""SELECT hex(aes_decrypt_mysql({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""})) FROM {table_function}""").output.strip()
+
+                    with Then("decrypted data from MySQL database engine should should match the original plain text"):
+                        assert output == hex("secret"), error()
+
+                    with And("I read raw data using MySQL database engine to get expected raw data"):
+                        expected_raw_data = node.query(f"SELECT hex(secret) AS secret FROM {table_function}").output.strip()
+
+                    with And("I read raw encrypted data in MySQL"):
+                        output = mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user -e \"SELECT hex(secret) as secret FROM user_data;\"", exitcode=0).output.strip()
+
+                    with Then("check that raw encryted data in MySQL matches the expected"):
+                        assert expected_raw_data in output, error()
+
+                    with And("I decrypt data in MySQL to make sure it is valid"):
+                        sql = f"""
+                        SET block_encryption_mode = {example_mode};
+                        SELECT id, date, name, hex(AES_DECRYPT(secret, {example_key}{(", " + example_iv) if example_iv else ", ''"})) AS secret FROM user_data;
+                        """
+                        output = mysql_node.command(f"MYSQL_PWD=password mysql -D db -u user <<'EOF'{textwrap.dedent(sql)}\nEOF", exitcode=0).output.strip()
+
+                    with Then("decryted data in MySQL should match the original plain text"):
+                        assert hex("secret") in output, error()
+
+@TestFeature
+@Name("table function")
+@Requirements(
+    RQ_SRS008_AES_Functions_Compatability_TableFunction_MySQL("1.0")
+)
+def feature(self, node="clickhouse1", mysql_node="mysql1"):
+    """Check usage of encryption functions with [MySQL table function].
+
+    [MySQL table function]: https://clickhouse.tech/docs/en/sql-reference/table-functions/mysql/
+    """
+    self.context.node = self.context.cluster.node(node)
+    self.context.mysql_node = self.context.cluster.node(mysql_node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
\ No newline at end of file
diff --git a/tests/testflows/aes_encryption/tests/compatibility/select.py b/tests/testflows/aes_encryption/tests/compatibility/select.py
new file mode 100644
index 00000000000..f81920c65d3
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/select.py
@@ -0,0 +1,186 @@
+import textwrap
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts.helpers import varname
+from testflows.asserts import values, error, snapshot
+
+from aes_encryption.tests.common import modes, mysql_modes
+
+@contextmanager
+def table(name, sql):
+    node = current().context.node
+    try:
+        with Given("table"):
+
+            with By("dropping table if exists"):
+                node.query(f"DROP TABLE IF EXISTS {name}")
+            with And("creating a table"):
+                node.query(textwrap.dedent(sql.format(name=name)))
+        yield
+    finally:
+        with Finally("I drop the table", flags=TE):
+            node.query(f"DROP TABLE IF EXISTS {name}")
+
+@TestScenario
+def decrypt(self):
+    """Check decrypting column when reading data from a table.
+    """
+    node = self.context.node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len} aad={aad_len}""") as example:
+            with table("user_table", """
+                        CREATE TABLE {name}
+                        (
+                            date Nullable(Date),
+                            name Nullable(String),
+                            secret Nullable(String)
+                        )
+                        ENGINE = Memory()
+                        """):
+
+                example_mode = mode
+                example_key = f"'{key[:key_len]}'"
+                example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+                example_aad = None if not aad_len else f"'{aad}'"
+
+                with When("I insert encrypted data"):
+                    encrypted_secret = node.query(f"""SELECT hex(encrypt({example_mode}, 'secret', {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}))""").output.strip()
+                    node.query(textwrap.dedent(f"""
+                        INSERT INTO user_table
+                            (date, name, secret)
+                        VALUES
+                            ('2020-01-01', 'user0', unhex('{encrypted_secret}'))
+                        """))
+
+                with And("I decrypt data during query"):
+                    output = node.query(f"""SELECT name, decrypt({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}) AS secret FROM user_table FORMAT JSONEachRow""").output.strip()
+
+                with Then("I should get back the original plain text"):
+                    assert output == '{"name":"user0","secret":"secret"}', error()
+
+@TestScenario
+def decrypt_multiple(self, count=1000):
+    """Check decrypting column when reading multiple entries
+    encrypted with the same parameters for the same user
+    from a table.
+    """
+    node = self.context.node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} key={key_len} iv={iv_len} aad={aad_len}""") as example:
+            with table("user_table", """
+                    CREATE TABLE {name}
+                    (
+                        date Nullable(Date),
+                        name Nullable(String),
+                        secret Nullable(String)
+                    )
+                    ENGINE = Memory()
+                    """):
+
+                example_mode = mode
+                example_key = f"'{key[:key_len]}'"
+                example_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+                example_aad = None if not aad_len else f"'{aad}'"
+
+                with When("I insert encrypted data"):
+                    encrypted_secret = node.query(f"""SELECT hex(encrypt({example_mode}, 'secret', {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}))""").output.strip()
+                    values = [f"('2020-01-01', 'user0', unhex('{encrypted_secret}'))"] * count
+                    node.query(
+                        "INSERT INTO user_table\n"
+                        "   (date, name, secret)\n"
+                        f"VALUES {', '.join(values)}")
+
+                with And("I decrypt data", description="using a subquery and get the number of entries that match the plaintext"):
+                    output = node.query(f"""SELECT count() AS count FROM (SELECT name, decrypt({example_mode}, secret, {example_key}{(", " + example_iv) if example_iv else ""}{(", " + example_aad) if example_aad else ""}) AS secret FROM user_table) WHERE secret = 'secret' FORMAT JSONEachRow""").output.strip()
+
+                with Then("I should get back the expected result", description=f"{count}"):
+                    assert output == f'{{"count":"{count}"}}', error()
+
+@TestScenario
+def decrypt_unique(self):
+    """Check decrypting column when reading multiple entries
+    encrypted with the different parameters for each user
+    from a table.
+    """
+    node = self.context.node
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    aad = "some random aad"
+
+    with table("user_table", """
+            CREATE TABLE {name}
+            (
+                id UInt64,
+                date Nullable(Date),
+                name Nullable(String),
+                secret Nullable(String)
+            )
+            ENGINE = Memory()
+            """):
+
+        user_modes = []
+        user_keys = []
+
+        with When("I get encrypted data"):
+            user_id = 0
+            values = []
+
+            for mode, key_len, iv_len, aad_len in modes:
+                if "gcm" in mode:
+                    continue
+                user_modes.append(mode)
+                user_keys.append(f"'{key[:key_len]}'")
+
+                with When(f"I get encrypted data for user {user_id}"):
+                    encrypted_secret = node.query(
+                            f"""SELECT hex(encrypt({user_modes[-1]}, 'secret', {user_keys[-1]}))"""
+                        ).output.strip()
+                    values.append(f"({user_id}, '2020-01-01', 'user{user_id}', unhex('{encrypted_secret}'))")
+
+                user_id += 1
+
+        with And("I insert encrypted data for all users"):
+            node.query(
+                "INSERT INTO user_table\n"
+                "   (id, date, name, secret)\n"
+                f"VALUES {', '.join(values)}")
+
+        with And("I read decrypted data for all users"):
+            output = node.query(textwrap.dedent(f"""
+                SELECT
+                    count() AS count
+                FROM
+                (
+                    SELECT
+                        [{",".join(user_modes)}] AS modes,
+                        [{",".join(user_keys)}] AS keys,
+                        name,
+                        decrypt(modes[id], secret, keys[id]) AS secret
+                    FROM user_table
+                )
+                WHERE
+                    secret = 'secret'
+                FORMAT JSONEachRow
+                """)).output.strip()
+
+        with Then("I should get back the expected result", description=f"{count}"):
+            assert output == f'{{"count":"{count}"}}', error()
+
+@TestFeature
+@Name("select")
+def feature(self, node="clickhouse1"):
+    """Check encryption functions when used during table querying.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/compatibility/snapshots/insert.py.insert.snapshot b/tests/testflows/aes_encryption/tests/compatibility/snapshots/insert.py.insert.snapshot
new file mode 100644
index 00000000000..93d915bb9d6
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/compatibility/snapshots/insert.py.insert.snapshot
@@ -0,0 +1,192 @@
+aes_encrypt_mysql_input_example_mode_aes_128_ecb_key_16_iv_None = r"""'2020-01-01\tuser0\t8C9598C3C8D8AC241DDF0D1B22020104\n2020-01-02\tuser1\tC5ECE31A240069D8F169B9F8CF687779\n2020-01-03\tuser2\t9FCFA4B05DD49D2B24BA61091F963CE3'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_ecb_key_24_iv_None = r"""'2020-01-01\tuser0\tB418FF12BCBF9E42FA7C19D6EE26BF0B\n2020-01-02\tuser1\t3147A3FEE47DF418D1D75CBC1BC14DE6\n2020-01-03\tuser2\tAECEFD40C6632A0FC033D040E44CCBCC'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_ecb_key_24_iv_None = r"""'2020-01-01\tuser0\t897F14C4E497962D986A7E7EA57AA043\n2020-01-02\tuser1\tED84AF2B3447113DA451E4577F649E36\n2020-01-03\tuser2\t4976F9D5AE195E61694A9ADCDD8A076F'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_ecb_key_32_iv_None = r"""'2020-01-01\tuser0\t044E715357AF77234FD95359666CAFF3\n2020-01-02\tuser1\tB633EF852CE85B4C97827401FD9B606B\n2020-01-03\tuser2\t2AFF7052C748E4BC3BDA8460AFD5A21D'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_ecb_key_32_iv_None = r"""'2020-01-01\tuser0\tBABD6C071FDEE1C9A33877006FBB0BE6\n2020-01-02\tuser1\t7753E81D1DB9DC91FC8148E88B3E9526\n2020-01-03\tuser2\tD77D1A8DF82C2273BF0D19A14526531F'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_ecb_key_64_iv_None = r"""'2020-01-01\tuser0\tBFFEC9DF7285A3EC799C941E1450839C\n2020-01-02\tuser1\t3EA0ECBD06326D227A7B9519B1A2955D\n2020-01-03\tuser2\t1478C57DD49523ABDB83A0917F0EDA60'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cbc_key_16_iv_None = r"""'2020-01-01\tuser0\t8C9598C3C8D8AC241DDF0D1B22020104\n2020-01-02\tuser1\tC5ECE31A240069D8F169B9F8CF687779\n2020-01-03\tuser2\t9FCFA4B05DD49D2B24BA61091F963CE3'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cbc_key_24_iv_None = r"""'2020-01-01\tuser0\t897F14C4E497962D986A7E7EA57AA043\n2020-01-02\tuser1\tED84AF2B3447113DA451E4577F649E36\n2020-01-03\tuser2\t4976F9D5AE195E61694A9ADCDD8A076F'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cbc_key_32_iv_None = r"""'2020-01-01\tuser0\tBABD6C071FDEE1C9A33877006FBB0BE6\n2020-01-02\tuser1\t7753E81D1DB9DC91FC8148E88B3E9526\n2020-01-03\tuser2\tD77D1A8DF82C2273BF0D19A14526531F'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cbc_key_16_iv_16 = r"""'2020-01-01\tuser0\tFC93C1D5E5E3B054C1F3A5692AAC0A61\n2020-01-02\tuser1\tD6DBC76ABCB14B7C6D93F1A5FCA66B9C\n2020-01-03\tuser2\tD4F4158A650D01EB505CC72EFE455486'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cbc_key_24_iv_24 = r"""'2020-01-01\tuser0\t26CEE6B6EBDDE1BF887FDEB75F28FB52\n2020-01-02\tuser1\tF9EC1A75BEEFF70B4DEB39AAD075CEFF\n2020-01-03\tuser2\t3FF84AB3BD40FAEEF70F06BCF6AF9C42'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cbc_key_24_iv_16 = r"""'2020-01-01\tuser0\t0E3BAF7F4E0BFCFFAE2589B67F71E277\n2020-01-02\tuser1\t2581CCEE9ABE5770480901D65B3D9222\n2020-01-03\tuser2\tED9F3BD8DB12FDF9F2462FFA572361E7'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cbc_key_32_iv_32 = r"""'2020-01-01\tuser0\t07371B5DE2E378EE08A3A8B6B9FEAD13\n2020-01-02\tuser1\t3C0BF5D187421ECFFD3E00474A154452\n2020-01-03\tuser2\t05B253FA783D78D864AF7C4D5E6A492D'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cbc_key_32_iv_16 = r"""'2020-01-01\tuser0\t72AC7BA6F283EA94A3C33C4D3E51C7D3\n2020-01-02\tuser1\tDACBBE79062F1C721A01CEEE3E85524F\n2020-01-03\tuser2\tFF5A09D19E5EB2ADD94581308588E44A'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cbc_key_64_iv_64 = r"""'2020-01-01\tuser0\t573924F0BB4AA1780D45DB6451F123D6\n2020-01-02\tuser1\t007A54AA7ADE8EF844D28936486D75BC\n2020-01-03\tuser2\tAA7249B514398FE1EE827C44402BCE57'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb1_key_16_iv_None = r"""'2020-01-01\tuser0\t750BE8662F57A095EC0E610C\n2020-01-02\tuser1\t750BE8662E444A6284C0FC72\n2020-01-03\tuser2\t750BE8662C000B61CDCF1C94'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb1_key_24_iv_None = r"""'2020-01-01\tuser0\t5DCC67A043EB776D8B7F5B70\n2020-01-02\tuser1\t5DCC67A042B46DFCC10EFD66\n2020-01-03\tuser2\t5DCC67A040243A8C1346D2DD'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb1_key_32_iv_None = r"""'2020-01-01\tuser0\tFAAC1A7D2CE844F8DEB4C44E\n2020-01-02\tuser1\tFAAC1A7D2DF85A43828C0FF8\n2020-01-03\tuser2\tFAAC1A7D2FC7582CCEFCF330'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb1_key_16_iv_16 = r"""'2020-01-01\tuser0\t7670A865D13B1B65AD46F8ED\n2020-01-02\tuser1\t7670A865D046007A1E218286\n2020-01-03\tuser2\t7670A865D2E5B091492ECCFB'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb1_key_24_iv_24 = r"""'2020-01-01\tuser0\t51EADDE82195C31118D0C171\n2020-01-02\tuser1\t51EADDE82009A46518270271\n2020-01-03\tuser2\t51EADDE8235CB38F95766481'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb1_key_24_iv_16 = r"""'2020-01-01\tuser0\t7F38C051539074C0A635C937\n2020-01-02\tuser1\t7F38C051520A30DFACBE9564\n2020-01-03\tuser2\t7F38C051500DA29FF0E7B799'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb1_key_32_iv_32 = r"""'2020-01-01\tuser0\t2067186DB91666DE730D0708\n2020-01-02\tuser1\t2067186DB83E2E8B0019F839\n2020-01-03\tuser2\t2067186DBB540332BFC84955'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb1_key_32_iv_16 = r"""'2020-01-01\tuser0\t0A216A58A5C0A33215E8E722\n2020-01-02\tuser1\t0A216A58A4E94067ABF030B6\n2020-01-03\tuser2\t0A216A58A6822CAB0318C632'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb1_key_64_iv_64 = r"""'2020-01-01\tuser0\t81BD636E1BF4CA02399943E3\n2020-01-02\tuser1\t81BD636E1A93D5D6DD9DCD8D\n2020-01-03\tuser2\t81BD636E18F15168D19C8117'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb8_key_16_iv_None = r"""'2020-01-01\tuser0\t650D96B9698D20DB12E2E437\n2020-01-02\tuser1\t650D96B968F00D16ABF2852E\n2020-01-03\tuser2\t650D96B96B8141F425E60D6B'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb8_key_24_iv_None = r"""'2020-01-01\tuser0\t72C4724B2F528724A12041C0\n2020-01-02\tuser1\t72C4724B2EF3C6A6FF9E09A9\n2020-01-03\tuser2\t72C4724B2D6EAB1D47709E15'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb8_key_32_iv_None = r"""'2020-01-01\tuser0\tC5FD6C94961765ED204F2BCA\n2020-01-02\tuser1\tC5FD6C9497AB1C1AF1DE671C\n2020-01-03\tuser2\tC5FD6C949491F4A3EA5069B3'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb8_key_16_iv_16 = r"""'2020-01-01\tuser0\t471D217E9CA3593FFEC955C8\n2020-01-02\tuser1\t471D217E9D7F484D85F81F19\n2020-01-03\tuser2\t471D217E9EBBFD2EA9841008'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb8_key_24_iv_24 = r"""'2020-01-01\tuser0\t2EE6147B830481BE36CBE350\n2020-01-02\tuser1\t2EE6147B82DE8F3197AF17A6\n2020-01-03\tuser2\t2EE6147B81FF826E798A0355'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb8_key_24_iv_16 = r"""'2020-01-01\tuser0\t1D98EFFAEB9907457BD3FCB2\n2020-01-02\tuser1\t1D98EFFAEA2D930825C6AE22\n2020-01-03\tuser2\t1D98EFFAE92C1D018438B98B'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb8_key_32_iv_32 = r"""'2020-01-01\tuser0\t4410165F7DCFDDBB1B15573F\n2020-01-02\tuser1\t4410165F7CFE6A0D2FD5CA9C\n2020-01-03\tuser2\t4410165F7FE8E0C081B3FB7B'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb8_key_32_iv_16 = r"""'2020-01-01\tuser0\t1C07B443BB7D7D60E9999C1D\n2020-01-02\tuser1\t1C07B443BA9674A3F68FF3FE\n2020-01-03\tuser2\t1C07B443B95F4B68161A616F'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb8_key_64_iv_64 = r"""'2020-01-01\tuser0\tA6D2368A5F177157D73FBD9D\n2020-01-02\tuser1\tA6D2368A5E695ADF99475359\n2020-01-03\tuser2\tA6D2368A5DB96AFD43311124'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb128_key_16_iv_None = r"""'2020-01-01\tuser0\t65ACA4C7C6338E0F7EB60812\n2020-01-02\tuser1\t65ACA4C7C7338E0F7EB60812\n2020-01-03\tuser2\t65ACA4C7C4338E0F7EB60812'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb128_key_24_iv_None = r"""'2020-01-01\tuser0\t72C47CEF0D63D2FB4FBC3CE4\n2020-01-02\tuser1\t72C47CEF0C63D2FB4FBC3CE4\n2020-01-03\tuser2\t72C47CEF0F63D2FB4FBC3CE4'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb128_key_32_iv_None = r"""'2020-01-01\tuser0\tC5FDAAECF7B42C68180AA151\n2020-01-02\tuser1\tC5FDAAECF6B42C68180AA151\n2020-01-03\tuser2\tC5FDAAECF5B42C68180AA151'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb128_key_16_iv_16 = r"""'2020-01-01\tuser0\t47FBCCF6ED598C3D8A4B05C5\n2020-01-02\tuser1\t47FBCCF6EC598C3D8A4B05C5\n2020-01-03\tuser2\t47FBCCF6EF598C3D8A4B05C5'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_cfb128_key_24_iv_24 = r"""'2020-01-01\tuser0\t2E046787D9EFFED25D69C908\n2020-01-02\tuser1\t2E046787D8EFFED25D69C908\n2020-01-03\tuser2\t2E046787DBEFFED25D69C908'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb128_key_24_iv_16 = r"""'2020-01-01\tuser0\t1DB482E0874F04D4E734607A\n2020-01-02\tuser1\t1DB482E0864F04D4E734607A\n2020-01-03\tuser2\t1DB482E0854F04D4E734607A'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_cfb128_key_32_iv_32 = r"""'2020-01-01\tuser0\t44D3EB069FF443A121590842\n2020-01-02\tuser1\t44D3EB069EF443A121590842\n2020-01-03\tuser2\t44D3EB069DF443A121590842'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb128_key_32_iv_16 = r"""'2020-01-01\tuser0\t1C2BED650C8137ED139226D3\n2020-01-02\tuser1\t1C2BED650D8137ED139226D3\n2020-01-03\tuser2\t1C2BED650E8137ED139226D3'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_cfb128_key_64_iv_64 = r"""'2020-01-01\tuser0\tA69DAA2E8B265618D25D5FE4\n2020-01-02\tuser1\tA69DAA2E8A265618D25D5FE4\n2020-01-03\tuser2\tA69DAA2E89265618D25D5FE4'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_ofb_key_16_iv_None = r"""'2020-01-01\tuser0\t65ACA4C7C6338E0F7EB60812\n2020-01-02\tuser1\t65ACA4C7C7338E0F7EB60812\n2020-01-03\tuser2\t65ACA4C7C4338E0F7EB60812'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_ofb_key_24_iv_None = r"""'2020-01-01\tuser0\t72C47CEF0D63D2FB4FBC3CE4\n2020-01-02\tuser1\t72C47CEF0C63D2FB4FBC3CE4\n2020-01-03\tuser2\t72C47CEF0F63D2FB4FBC3CE4'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_ofb_key_32_iv_None = r"""'2020-01-01\tuser0\tC5FDAAECF7B42C68180AA151\n2020-01-02\tuser1\tC5FDAAECF6B42C68180AA151\n2020-01-03\tuser2\tC5FDAAECF5B42C68180AA151'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_ofb_key_16_iv_16 = r"""'2020-01-01\tuser0\t47FBCCF6ED598C3D8A4B05C5\n2020-01-02\tuser1\t47FBCCF6EC598C3D8A4B05C5\n2020-01-03\tuser2\t47FBCCF6EF598C3D8A4B05C5'"""
+
+aes_encrypt_mysql_input_example_mode_aes_128_ofb_key_24_iv_24 = r"""'2020-01-01\tuser0\t2E046787D9EFFED25D69C908\n2020-01-02\tuser1\t2E046787D8EFFED25D69C908\n2020-01-03\tuser2\t2E046787DBEFFED25D69C908'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_ofb_key_24_iv_16 = r"""'2020-01-01\tuser0\t1DB482E0874F04D4E734607A\n2020-01-02\tuser1\t1DB482E0864F04D4E734607A\n2020-01-03\tuser2\t1DB482E0854F04D4E734607A'"""
+
+aes_encrypt_mysql_input_example_mode_aes_192_ofb_key_32_iv_32 = r"""'2020-01-01\tuser0\t44D3EB069FF443A121590842\n2020-01-02\tuser1\t44D3EB069EF443A121590842\n2020-01-03\tuser2\t44D3EB069DF443A121590842'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_ofb_key_32_iv_16 = r"""'2020-01-01\tuser0\t1C2BED650C8137ED139226D3\n2020-01-02\tuser1\t1C2BED650D8137ED139226D3\n2020-01-03\tuser2\t1C2BED650E8137ED139226D3'"""
+
+aes_encrypt_mysql_input_example_mode_aes_256_ofb_key_64_iv_64 = r"""'2020-01-01\tuser0\tA69DAA2E8B265618D25D5FE4\n2020-01-02\tuser1\tA69DAA2E8A265618D25D5FE4\n2020-01-03\tuser2\tA69DAA2E89265618D25D5FE4'"""
+
+encrypt_input_example_mode_aes_128_ecb_iv_None_aad_None = r"""'2020-01-01\tuser0\t8C9598C3C8D8AC241DDF0D1B22020104\n2020-01-02\tuser1\tC5ECE31A240069D8F169B9F8CF687779\n2020-01-03\tuser2\t9FCFA4B05DD49D2B24BA61091F963CE3'"""
+
+encrypt_input_example_mode_aes_192_ecb_iv_None_aad_None = r"""'2020-01-01\tuser0\t897F14C4E497962D986A7E7EA57AA043\n2020-01-02\tuser1\tED84AF2B3447113DA451E4577F649E36\n2020-01-03\tuser2\t4976F9D5AE195E61694A9ADCDD8A076F'"""
+
+encrypt_input_example_mode_aes_256_ecb_iv_None_aad_None = r"""'2020-01-01\tuser0\tBABD6C071FDEE1C9A33877006FBB0BE6\n2020-01-02\tuser1\t7753E81D1DB9DC91FC8148E88B3E9526\n2020-01-03\tuser2\tD77D1A8DF82C2273BF0D19A14526531F'"""
+
+encrypt_input_example_mode_aes_128_cbc_iv_None_aad_None = r"""'2020-01-01\tuser0\t8C9598C3C8D8AC241DDF0D1B22020104\n2020-01-02\tuser1\tC5ECE31A240069D8F169B9F8CF687779\n2020-01-03\tuser2\t9FCFA4B05DD49D2B24BA61091F963CE3'"""
+
+encrypt_input_example_mode_aes_192_cbc_iv_None_aad_None = r"""'2020-01-01\tuser0\t897F14C4E497962D986A7E7EA57AA043\n2020-01-02\tuser1\tED84AF2B3447113DA451E4577F649E36\n2020-01-03\tuser2\t4976F9D5AE195E61694A9ADCDD8A076F'"""
+
+encrypt_input_example_mode_aes_256_cbc_iv_None_aad_None = r"""'2020-01-01\tuser0\tBABD6C071FDEE1C9A33877006FBB0BE6\n2020-01-02\tuser1\t7753E81D1DB9DC91FC8148E88B3E9526\n2020-01-03\tuser2\tD77D1A8DF82C2273BF0D19A14526531F'"""
+
+encrypt_input_example_mode_aes_128_cbc_iv_16_aad_None = r"""'2020-01-01\tuser0\tFC93C1D5E5E3B054C1F3A5692AAC0A61\n2020-01-02\tuser1\tD6DBC76ABCB14B7C6D93F1A5FCA66B9C\n2020-01-03\tuser2\tD4F4158A650D01EB505CC72EFE455486'"""
+
+encrypt_input_example_mode_aes_192_cbc_iv_16_aad_None = r"""'2020-01-01\tuser0\t0E3BAF7F4E0BFCFFAE2589B67F71E277\n2020-01-02\tuser1\t2581CCEE9ABE5770480901D65B3D9222\n2020-01-03\tuser2\tED9F3BD8DB12FDF9F2462FFA572361E7'"""
+
+encrypt_input_example_mode_aes_256_cbc_iv_16_aad_None = r"""'2020-01-01\tuser0\t72AC7BA6F283EA94A3C33C4D3E51C7D3\n2020-01-02\tuser1\tDACBBE79062F1C721A01CEEE3E85524F\n2020-01-03\tuser2\tFF5A09D19E5EB2ADD94581308588E44A'"""
+
+encrypt_input_example_mode_aes_128_cfb1_iv_None_aad_None = r"""'2020-01-01\tuser0\t750BE8662F57A095EC0E610C\n2020-01-02\tuser1\t750BE8662E444A6284C0FC72\n2020-01-03\tuser2\t750BE8662C000B61CDCF1C94'"""
+
+encrypt_input_example_mode_aes_192_cfb1_iv_None_aad_None = r"""'2020-01-01\tuser0\t5DCC67A043EB776D8B7F5B70\n2020-01-02\tuser1\t5DCC67A042B46DFCC10EFD66\n2020-01-03\tuser2\t5DCC67A040243A8C1346D2DD'"""
+
+encrypt_input_example_mode_aes_256_cfb1_iv_None_aad_None = r"""'2020-01-01\tuser0\tFAAC1A7D2CE844F8DEB4C44E\n2020-01-02\tuser1\tFAAC1A7D2DF85A43828C0FF8\n2020-01-03\tuser2\tFAAC1A7D2FC7582CCEFCF330'"""
+
+encrypt_input_example_mode_aes_128_cfb1_iv_16_aad_None = r"""'2020-01-01\tuser0\t7670A865D13B1B65AD46F8ED\n2020-01-02\tuser1\t7670A865D046007A1E218286\n2020-01-03\tuser2\t7670A865D2E5B091492ECCFB'"""
+
+encrypt_input_example_mode_aes_192_cfb1_iv_16_aad_None = r"""'2020-01-01\tuser0\t7F38C051539074C0A635C937\n2020-01-02\tuser1\t7F38C051520A30DFACBE9564\n2020-01-03\tuser2\t7F38C051500DA29FF0E7B799'"""
+
+encrypt_input_example_mode_aes_256_cfb1_iv_16_aad_None = r"""'2020-01-01\tuser0\t0A216A58A5C0A33215E8E722\n2020-01-02\tuser1\t0A216A58A4E94067ABF030B6\n2020-01-03\tuser2\t0A216A58A6822CAB0318C632'"""
+
+encrypt_input_example_mode_aes_128_cfb8_iv_None_aad_None = r"""'2020-01-01\tuser0\t650D96B9698D20DB12E2E437\n2020-01-02\tuser1\t650D96B968F00D16ABF2852E\n2020-01-03\tuser2\t650D96B96B8141F425E60D6B'"""
+
+encrypt_input_example_mode_aes_192_cfb8_iv_None_aad_None = r"""'2020-01-01\tuser0\t72C4724B2F528724A12041C0\n2020-01-02\tuser1\t72C4724B2EF3C6A6FF9E09A9\n2020-01-03\tuser2\t72C4724B2D6EAB1D47709E15'"""
+
+encrypt_input_example_mode_aes_256_cfb8_iv_None_aad_None = r"""'2020-01-01\tuser0\tC5FD6C94961765ED204F2BCA\n2020-01-02\tuser1\tC5FD6C9497AB1C1AF1DE671C\n2020-01-03\tuser2\tC5FD6C949491F4A3EA5069B3'"""
+
+encrypt_input_example_mode_aes_128_cfb8_iv_16_aad_None = r"""'2020-01-01\tuser0\t471D217E9CA3593FFEC955C8\n2020-01-02\tuser1\t471D217E9D7F484D85F81F19\n2020-01-03\tuser2\t471D217E9EBBFD2EA9841008'"""
+
+encrypt_input_example_mode_aes_192_cfb8_iv_16_aad_None = r"""'2020-01-01\tuser0\t1D98EFFAEB9907457BD3FCB2\n2020-01-02\tuser1\t1D98EFFAEA2D930825C6AE22\n2020-01-03\tuser2\t1D98EFFAE92C1D018438B98B'"""
+
+encrypt_input_example_mode_aes_256_cfb8_iv_16_aad_None = r"""'2020-01-01\tuser0\t1C07B443BB7D7D60E9999C1D\n2020-01-02\tuser1\t1C07B443BA9674A3F68FF3FE\n2020-01-03\tuser2\t1C07B443B95F4B68161A616F'"""
+
+encrypt_input_example_mode_aes_128_cfb128_iv_None_aad_None = r"""'2020-01-01\tuser0\t65ACA4C7C6338E0F7EB60812\n2020-01-02\tuser1\t65ACA4C7C7338E0F7EB60812\n2020-01-03\tuser2\t65ACA4C7C4338E0F7EB60812'"""
+
+encrypt_input_example_mode_aes_192_cfb128_iv_None_aad_None = r"""'2020-01-01\tuser0\t72C47CEF0D63D2FB4FBC3CE4\n2020-01-02\tuser1\t72C47CEF0C63D2FB4FBC3CE4\n2020-01-03\tuser2\t72C47CEF0F63D2FB4FBC3CE4'"""
+
+encrypt_input_example_mode_aes_256_cfb128_iv_None_aad_None = r"""'2020-01-01\tuser0\tC5FDAAECF7B42C68180AA151\n2020-01-02\tuser1\tC5FDAAECF6B42C68180AA151\n2020-01-03\tuser2\tC5FDAAECF5B42C68180AA151'"""
+
+encrypt_input_example_mode_aes_128_cfb128_iv_16_aad_None = r"""'2020-01-01\tuser0\t47FBCCF6ED598C3D8A4B05C5\n2020-01-02\tuser1\t47FBCCF6EC598C3D8A4B05C5\n2020-01-03\tuser2\t47FBCCF6EF598C3D8A4B05C5'"""
+
+encrypt_input_example_mode_aes_192_cfb128_iv_16_aad_None = r"""'2020-01-01\tuser0\t1DB482E0874F04D4E734607A\n2020-01-02\tuser1\t1DB482E0864F04D4E734607A\n2020-01-03\tuser2\t1DB482E0854F04D4E734607A'"""
+
+encrypt_input_example_mode_aes_256_cfb128_iv_16_aad_None = r"""'2020-01-01\tuser0\t1C2BED650C8137ED139226D3\n2020-01-02\tuser1\t1C2BED650D8137ED139226D3\n2020-01-03\tuser2\t1C2BED650E8137ED139226D3'"""
+
+encrypt_input_example_mode_aes_128_ofb_iv_None_aad_None = r"""'2020-01-01\tuser0\t65ACA4C7C6338E0F7EB60812\n2020-01-02\tuser1\t65ACA4C7C7338E0F7EB60812\n2020-01-03\tuser2\t65ACA4C7C4338E0F7EB60812'"""
+
+encrypt_input_example_mode_aes_192_ofb_iv_None_aad_None = r"""'2020-01-01\tuser0\t72C47CEF0D63D2FB4FBC3CE4\n2020-01-02\tuser1\t72C47CEF0C63D2FB4FBC3CE4\n2020-01-03\tuser2\t72C47CEF0F63D2FB4FBC3CE4'"""
+
+encrypt_input_example_mode_aes_256_ofb_iv_None_aad_None = r"""'2020-01-01\tuser0\tC5FDAAECF7B42C68180AA151\n2020-01-02\tuser1\tC5FDAAECF6B42C68180AA151\n2020-01-03\tuser2\tC5FDAAECF5B42C68180AA151'"""
+
+encrypt_input_example_mode_aes_128_ofb_iv_16_aad_None = r"""'2020-01-01\tuser0\t47FBCCF6ED598C3D8A4B05C5\n2020-01-02\tuser1\t47FBCCF6EC598C3D8A4B05C5\n2020-01-03\tuser2\t47FBCCF6EF598C3D8A4B05C5'"""
+
+encrypt_input_example_mode_aes_192_ofb_iv_16_aad_None = r"""'2020-01-01\tuser0\t1DB482E0874F04D4E734607A\n2020-01-02\tuser1\t1DB482E0864F04D4E734607A\n2020-01-03\tuser2\t1DB482E0854F04D4E734607A'"""
+
+encrypt_input_example_mode_aes_256_ofb_iv_16_aad_None = r"""'2020-01-01\tuser0\t1C2BED650C8137ED139226D3\n2020-01-02\tuser1\t1C2BED650D8137ED139226D3\n2020-01-03\tuser2\t1C2BED650E8137ED139226D3'"""
+
+encrypt_input_example_mode_aes_128_gcm_iv_12_aad_None = r"""'2020-01-01\tuser0\t98E5A430C4A01C4429B0F37A4B3CDBC2BDB491651A36D7F904E231E0\n2020-01-02\tuser1\t98E5A430C5A01C4429B0F37A6E108322C2863C1ABF9BC7098CD369DB\n2020-01-03\tuser2\t98E5A430C6A01C4429B0F37A01646A0243D1CB9A516CF61814808196'"""
+
+encrypt_input_example_mode_aes_192_gcm_iv_12_aad_None = r"""'2020-01-01\tuser0\t3F89C3B657596C86202B59F4350807B364DA1E94682EAB679617575D\n2020-01-02\tuser1\t3F89C3B656596C86202B59F4FA03602ED37788B312FDE2AFDBB7F097\n2020-01-03\tuser2\t3F89C3B655596C86202B59F4691EC8880B8132DA9D8838F70D5618C8'"""
+
+encrypt_input_example_mode_aes_256_gcm_iv_12_aad_None = r"""'2020-01-01\tuser0\t23B80948CCDB54DC6D0B62F215132A07B30BA6F15593B4F946726B11\n2020-01-02\tuser1\t23B80948CDDB54DC6D0B62F2A01C1BAE07B8D6B26F60116040CDDB55\n2020-01-03\tuser2\t23B80948CEDB54DC6D0B62F2BD0D4954DA6D46772074FFCB4B0D0B98'"""
+
+encrypt_input_example_mode_aes_128_gcm_iv_12_aad_True = r"""'2020-01-01\tuser0\t98E5A430C4A01C4429B0F37AF9758E0EA4B44A50A7F964C8E51A913C\n2020-01-02\tuser1\t98E5A430C5A01C4429B0F37ADC59D6EEDB86E72F025474386D2BC907\n2020-01-03\tuser2\t98E5A430C6A01C4429B0F37AB32D3FCE5AD110AFECA34529F578214A'"""
+
+encrypt_input_example_mode_aes_192_gcm_iv_12_aad_True = r"""'2020-01-01\tuser0\t3F89C3B657596C86202B59F4B6C662DFF6347EF3B46C170A2F80E946\n2020-01-02\tuser1\t3F89C3B656596C86202B59F479CD05424199E8D4CEBF5EC262204E8C\n2020-01-03\tuser2\t3F89C3B655596C86202B59F4EAD0ADE4996F52BD41CA849AB4C1A6D3'"""
+
+encrypt_input_example_mode_aes_256_gcm_iv_12_aad_True = r"""'2020-01-01\tuser0\t23B80948CCDB54DC6D0B62F28787710BBF3F9A594C387B9F7CA2372B\n2020-01-02\tuser1\t23B80948CDDB54DC6D0B62F2328840A20B8CEA1A76CBDE067A1D876F\n2020-01-03\tuser2\t23B80948CEDB54DC6D0B62F22F991258D6597ADF39DF30AD71DD57A2'"""
+
+encrypt_input_example_mode_aes_128_ctr_iv_None_aad_None = r"""'2020-01-01\tuser0\t65ACA4C7C6338E0F7EB60812\n2020-01-02\tuser1\t65ACA4C7C7338E0F7EB60812\n2020-01-03\tuser2\t65ACA4C7C4338E0F7EB60812'"""
+
+encrypt_input_example_mode_aes_192_ctr_iv_None_aad_None = r"""'2020-01-01\tuser0\t72C47CEF0D63D2FB4FBC3CE4\n2020-01-02\tuser1\t72C47CEF0C63D2FB4FBC3CE4\n2020-01-03\tuser2\t72C47CEF0F63D2FB4FBC3CE4'"""
+
+encrypt_input_example_mode_aes_256_ctr_iv_None_aad_None = r"""'2020-01-01\tuser0\tC5FDAAECF7B42C68180AA151\n2020-01-02\tuser1\tC5FDAAECF6B42C68180AA151\n2020-01-03\tuser2\tC5FDAAECF5B42C68180AA151'"""
+
+encrypt_input_example_mode_aes_128_ctr_iv_16_aad_None = r"""'2020-01-01\tuser0\t47FBCCF6ED598C3D8A4B05C5\n2020-01-02\tuser1\t47FBCCF6EC598C3D8A4B05C5\n2020-01-03\tuser2\t47FBCCF6EF598C3D8A4B05C5'"""
+
+encrypt_input_example_mode_aes_192_ctr_iv_16_aad_None = r"""'2020-01-01\tuser0\t1DB482E0874F04D4E734607A\n2020-01-02\tuser1\t1DB482E0864F04D4E734607A\n2020-01-03\tuser2\t1DB482E0854F04D4E734607A'"""
+
+encrypt_input_example_mode_aes_256_ctr_iv_16_aad_None = r"""'2020-01-01\tuser0\t1C2BED650C8137ED139226D3\n2020-01-02\tuser1\t1C2BED650D8137ED139226D3\n2020-01-03\tuser2\t1C2BED650E8137ED139226D3'"""
+
diff --git a/tests/testflows/aes_encryption/tests/decrypt.py b/tests/testflows/aes_encryption/tests/decrypt.py
new file mode 100644
index 00000000000..9571d965c0e
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/decrypt.py
@@ -0,0 +1,634 @@
+# -*- coding: utf-8 -*-
+import os
+from importlib.machinery import SourceFileLoader
+
+from testflows.core import *
+from testflows.core.name import basename
+from testflows.asserts.helpers import varname
+from testflows.asserts import error
+
+from aes_encryption.requirements.requirements import *
+from aes_encryption.tests.common import *
+
+@TestOutline
+def decrypt(self, ciphertext=None, key=None, mode=None, iv=None, aad=None, exitcode=0, message=None, step=When, cast=None, endcast=None, compare=None, no_checks=False):
+    """Execute `decrypt` function with the specified parameters.
+    """
+    params = []
+    if mode is not None:
+        params.append(mode)
+    if ciphertext is not None:
+        params.append(ciphertext)
+    if key is not None:
+        params.append(key)
+    if iv is not None:
+        params.append(iv)
+    if aad is not None:
+        params.append(aad)
+
+    sql = f"decrypt(" + ", ".join(params) + ")"
+    if cast:
+        sql = f"{cast}({sql}){endcast or ''}"
+    if compare:
+        sql = f"{compare} = {sql}"
+    sql = f"SELECT {sql}"
+
+    return current().context.node.query(sql, step=step, exitcode=exitcode, message=message, no_checks=no_checks)
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_CipherText("1.0"),
+)
+def invalid_ciphertext(self):
+    """Check that `decrypt` function does not crash when invalid
+    `ciphertext` is passed as the first parameter.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+    invalid_ciphertexts = plaintexts
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} iv={iv_len} aad={aad_len}"""):
+            d_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+            d_aad = None if not aad_len else f"'{aad}'"
+
+            for datatype, ciphertext in invalid_ciphertexts:
+                if datatype in ["NULL"]:
+                    continue
+                with When(f"invalid ciphertext={ciphertext}"):
+                    if "cfb" in mode or "ofb" in mode or "ctr" in mode:
+                        decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode, iv=d_iv, aad=d_aad, cast="hex")
+                    else:
+                        with When("I execute decrypt function"):
+                            r = decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode, iv=d_iv, aad=d_aad, no_checks=True, step=By)
+                        with Then("exitcode is not zero"):
+                            assert r.exitcode in [198, 36]
+                        with And("exception is present in the output"):
+                            assert "DB::Exception:" in r.output
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_InvalidParameters("1.0")
+)
+def invalid_parameters(self):
+    """Check that `decrypt` function returns an error when
+    we call it with invalid parameters.
+    """
+    ciphertext = "unhex('AA1826B5F66A903C888D5DCDA9FB63D1D9CCA10EC55F59D6C00D37')"
+
+    with Example("no parameters"):
+        decrypt(exitcode=42, message="DB::Exception: Incorrect number of arguments for function decrypt provided 0, expected 3 to 5")
+
+    with Example("missing key and mode"):
+        decrypt(ciphertext=ciphertext, exitcode=42,
+            message="DB::Exception: Incorrect number of arguments for function decrypt provided 1")
+
+    with Example("missing mode"):
+        decrypt(ciphertext=ciphertext, key="'123'", exitcode=42,
+            message="DB::Exception: Incorrect number of arguments for function decrypt provided 2")
+
+    with Example("bad key type - UInt8"):
+        decrypt(ciphertext=ciphertext, key="123", mode="'aes-128-ecb'", exitcode=43,
+            message="DB::Exception: Received from localhost:9000. DB::Exception: Illegal type of argument #3")
+
+    with Example("bad mode type - forgot quotes"):
+        decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="aes-128-ecb", exitcode=47,
+            message="DB::Exception: Missing columns: 'ecb' 'aes' while processing query")
+
+    with Example("bad mode type - UInt8"):
+        decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="128", exitcode=43,
+            message="DB::Exception: Illegal type of argument #1 'mode'")
+
+    with Example("bad iv type - UInt8"):
+        decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-cbc'", iv='128', exitcode=43,
+            message="DB::Exception: Illegal type of argument")
+
+    with Example("bad aad type - UInt8"):
+        decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-gcm'", iv="'012345678912'", aad="123", exitcode=43,
+            message="DB::Exception: Illegal type of argument")
+
+    with Example("iv not valid for mode", requirements=[RQ_SRS008_AES_Decrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-ecb'", iv="'012345678912'", exitcode=36,
+            message="DB::Exception: aes-128-ecb does not support IV")
+
+    with Example("iv not valid for mode - size 0", requirements=[RQ_SRS008_AES_Decrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        decrypt(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key="'0123456789123456'", mode="'aes-128-ecb'", iv="''", exitcode=36,
+            message="DB::Exception: aes-128-ecb does not support IV")
+
+    with Example("aad not valid for mode", requirements=[RQ_SRS008_AES_Decrypt_Function_AdditionalAuthenticationData_NotValidForMode("1.0")]):
+        decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-cbc'", iv="'0123456789123456'", aad="'aad'", exitcode=36,
+            message="DB::Exception: AAD can be only set for GCM-mode")
+
+    with Example("invalid mode value", requirements=[RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_Invalid("1.0")]):
+        with When("typo in the block algorithm"):
+            decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-eeb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128-eeb")
+
+        with When("typo in the key size"):
+            decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-127-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-127-ecb")
+
+        with When("typo in the aes prefix"):
+            decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aee-128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aee-128-ecb")
+
+        with When("missing last dash"):
+            decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128ecb")
+
+        with When("missing first dash"):
+            decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes128-ecb")
+
+        with When("all capitals"):
+            decrypt(ciphertext=ciphertext, key="'0123456789123456'", mode="'AES-128-ECB'", exitcode=36,
+                message="DB::Exception: Invalid mode: AES-128-ECB")
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Key_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_InitializationVector_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_AdditionalAuthenticationData_NotValidForMode("1.0")
+)
+@Examples("mode key_len iv_len aad", [
+    # ECB
+    ("'aes-128-ecb'", 16, None, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ecb'", 24, None, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ecb'", 32, None, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length("1.0"))),
+    # CBC
+    ("'aes-128-cbc'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cbc'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cbc'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length("1.0"))),
+    # CFB1
+    ("'aes-128-cfb1'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb1'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb1'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    # CFB8
+    ("'aes-128-cfb8'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb8'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb8'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    # CFB128
+    ("'aes-128-cfb128'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb128'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb128'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    # OFB
+    ("'aes-128-ofb'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ofb'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ofb'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length("1.0"))),
+    # CTR
+    ("'aes-128-ctr'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_CTR_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ctr'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_CTR_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ctr'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_CTR_KeyAndInitializationVector_Length("1.0"))),
+], "%-16s %-10s %-10s %-10s")
+def invalid_key_or_iv_length_for_mode_non_gcm(self, mode, key_len, iv_len, aad):
+    """Check that an error is returned when key or iv length does not match
+    the expected value for the mode.
+    """
+    ciphertext = "unhex('AA1826B5F66A903C888D5DCDA9FB63D1D9CCA10EC55F59D6C00D37')"
+    key = "0123456789" * 4
+    iv = "0123456789" * 4
+
+    with When("key is too short"):
+        decrypt(ciphertext=ciphertext, key=f"'{key[:key_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    with When("key is too long"):
+        decrypt(ciphertext=ciphertext, key=f"'{key[:key_len+1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    if iv_len is not None:
+        with When("iv is too short"):
+            decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+        with When("iv is too long"):
+            decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+        if aad is None:
+            with When("aad is specified but not needed"):
+                decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1] if iv_len is not None else ''}'", aad="'AAD'", mode=mode, exitcode=36, message="DB::Exception: AAD can be only set for GCM-mode")
+
+    else:
+        with When("iv is specified but not needed"):
+            decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv}'", mode=mode, exitcode=36, message="DB::Exception: {} does not support IV".format(mode.strip("'")))
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Key_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_InitializationVector_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_AdditionalAuthenticationData_NotValidForMode("1.0")
+)
+@Examples("mode key_len iv_len aad", [
+    # GCM
+    ("'aes-128-gcm'", 16, 8, "'hello there aad'",
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-128-gcm'", 16, None, "'hello there aad'",
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_128_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-gcm'", 24, 8, "''",
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-gcm'", 24, None, "''",
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_192_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-gcm'", 32, 8, "'a'",
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-gcm'", 32, None, "'a'",
+     Requirements(RQ_SRS008_AES_Decrypt_Function_AES_256_GCM_KeyAndInitializationVector_Length("1.0"))),
+], "%-16s %-10s %-10s %-10s")
+def invalid_key_or_iv_length_for_gcm(self, mode, key_len, iv_len, aad):
+    """Check that an error is returned when key or iv length does not match
+    the expected value for the GCM mode.
+    """
+    ciphertext = "'hello there'"
+    plaintext = "hello there"
+    key = "0123456789" * 4
+    iv = "0123456789" * 4
+
+    with When("key is too short"):
+        ciphertext = "unhex('AA1826B5F66A903C888D5DCDA9FB63D1D9CCA10EC55F59D6C00D37')"
+        decrypt(ciphertext=ciphertext, key=f"'{key[:key_len-1]}'", iv=f"'{iv[:iv_len]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    with When("key is too long"):
+        ciphertext = "unhex('24AEBFEA049D6F4CF85AAB8CADEDF39CCCAA1C3C2AFF99E194789D')"
+        decrypt(ciphertext=ciphertext, key=f"'{key[:key_len+1]}'", iv=f"'{iv[:iv_len]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    if iv_len is not None:
+        with When(f"iv is too short"):
+            ciphertext = "unhex('24AEBFEA049D6F4CF85AAB8CADEDF39CCCAA1C3C2AFF99E194789D')"
+            decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len-1]}'", mode=mode, exitcode=198, message="DB::Exception:")
+    else:
+        with When("iv is not specified"):
+            ciphertext = "unhex('1CD4EC93A4B0C687926E8F8C2AA3B4CE1943D006DAE3A774CB1AE5')"
+            decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size 0 != expected size 12")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_AdditionalAuthenticatedData("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_AdditionalAuthenticationData_Length("1.0")
+)
+def aad_parameter_types_and_length(self):
+    """Check that `decrypt` function accepts `aad` parameter as the fifth argument
+    of either `String` or `FixedString` types and that the length is not limited.
+    """
+    plaintext = "hello there"
+    iv = "'012345678912'"
+    mode = "'aes-128-gcm'"
+    key = "'0123456789123456'"
+
+    with When("aad is specified using String type"):
+        ciphertext = "unhex('19A1183335B374C626B24208AAEC97F148732CE05621AC87B21526')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad="'aad'", message=plaintext)
+
+    with When("aad is specified using String with UTF8 characters"):
+        ciphertext = "unhex('19A1183335B374C626B242C68D9618A8C2664D7B6A3FE978104B39')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad="'Gãńdåłf_Thê_Gręât'", message=plaintext)
+
+    with When("aad is specified using FixedString type"):
+        ciphertext = "unhex('19A1183335B374C626B24208AAEC97F148732CE05621AC87B21526')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad="toFixedString('aad', 3)", message=plaintext)
+
+    with When("aad is specified using FixedString with UTF8 characters"):
+        ciphertext = "unhex('19A1183335B374C626B242C68D9618A8C2664D7B6A3FE978104B39')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad="toFixedString('Gãńdåłf_Thê_Gręât', 24)", message=plaintext)
+
+    with When("aad is 0 bytes"):
+        ciphertext = "unhex('19A1183335B374C626B242DF92BB3F57F5D82BEDF41FD5D49F8BC9')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad="''", message=plaintext)
+
+    with When("aad is 1 byte"):
+        ciphertext = "unhex('19A1183335B374C626B242D1BCFC63B09CFE9EAD20285044A01035')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad="'1'", message=plaintext)
+
+    with When("aad is 256 bytes"):
+        ciphertext = "unhex('19A1183335B374C626B242355AD3DD2C5D7E36AEECBB847BF9E8A7')"
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, aad=f"'{'1' * 256}'", message=plaintext)
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_InitializationVector("1.0")
+)
+def iv_parameter_types(self):
+    """Check that `decrypt` function accepts `iv` parameter as the fourth argument
+    of either `String` or `FixedString` types.
+    """
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("iv is specified using String type"):
+        decrypt(ciphertext="unhex('F024F9372FA0D8B974894D29FFB8A7F7')", key=key, mode=mode, iv=iv, message="hello there")
+
+    with When("iv is specified using String with UTF8 characters"):
+        decrypt(ciphertext="unhex('7A4EC0FF3796F46BED281F4778ACE1DC')", key=key, mode=mode, iv="'Gãńdåłf_Thê'", message="hello there")
+
+    with When("iv is specified using FixedString type"):
+        decrypt(ciphertext="unhex('F024F9372FA0D8B974894D29FFB8A7F7')", key=key, mode=mode, iv=f"toFixedString({iv}, 16)", message="hello there")
+
+    with When("iv is specified using FixedString with UTF8 characters"):
+        decrypt(ciphertext="unhex('7A4EC0FF3796F46BED281F4778ACE1DC')", key=key, mode=mode, iv=f"toFixedString('Gãńdåłf_Thê', 16)", message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_Key("1.0")
+)
+def key_parameter_types(self):
+    """Check that `decrypt` function accepts `key` parameter as the second argument
+    of either `String` or `FixedString` types.
+    """
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("key is specified using String type"):
+        decrypt(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=key, mode=mode, message="hello there")
+
+    with When("key is specified using String with UTF8 characters"):
+        decrypt(ciphertext="unhex('180086AA42AD57B71C706EEC372D0C3D')", key="'Gãńdåłf_Thê'", mode=mode, message="hello there")
+
+    with When("key is specified using FixedString type"):
+        decrypt(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=f"toFixedString({key}, 16)", mode=mode, message="hello there")
+
+    with When("key is specified using FixedString with UTF8 characters"):
+        decrypt(ciphertext="unhex('180086AA42AD57B71C706EEC372D0C3D')", key=f"toFixedString('Gãńdåłf_Thê', 16)", mode=mode, message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_Mode("1.0"),
+)
+def mode_parameter_types(self):
+    """Check that `decrypt` function accepts `mode` parameter as the third argument
+    of either `String` or `FixedString` types.
+    """
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("mode is specified using String type"):
+        decrypt(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=key, mode=mode, message="hello there")
+
+    with When("mode is specified using FixedString type"):
+        decrypt(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=key, mode=f"toFixedString({mode}, 12)", message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_ReturnValue("1.0")
+)
+def return_value(self):
+    """Check that `decrypt` functions returns String data type.
+    """
+    ciphertext = "unhex('F024F9372FA0D8B974894D29FFB8A7F7')"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("I get type of the return value"):
+        sql = "SELECT toTypeName(decrypt(" + mode + "," + ciphertext + "," + key + "," + iv + "))"
+        r = self.context.node.query(sql)
+
+    with Then("type should be String"):
+        assert r.output.strip() == "String", error()
+
+    with When("I get the return value"):
+        decrypt(ciphertext=ciphertext, key=key, mode=mode, iv=iv, message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Syntax("1.0"),
+)
+def syntax(self):
+    """Check that `decrypt` function supports syntax
+
+    ```sql
+    decrypt(ciphertext, key, mode, [iv, aad])
+    ```
+    """
+    ciphertext = "19A1183335B374C626B242A6F6E8712E2B64DCDC6A468B2F654614"
+    sql = f"SELECT decrypt('aes-128-gcm', unhex('{ciphertext}'), '0123456789123456', '012345678912', 'AAD')"
+    self.context.node.query(sql, step=When, message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function_Parameters_CipherText("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_Parameters_Mode("1.0"),
+    RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_ValuesFormat("1.0"),
+)
+def decryption(self):
+    """Check that `decrypt` functions accepts `ciphertext` as the second parameter
+    and `mode` as the first parameter and we can convert the decrypted value into the original
+    value with the original data type.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt.py.encrypt.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        for datatype, plaintext in plaintexts:
+
+            requirement = globals().get(f"""RQ_SRS008_AES_Decrypt_Function_Parameters_Mode_Value_{mode.strip("'").replace("-","_").upper()}""")("1.0")
+
+            with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} iv={iv_len} aad={aad_len}""",
+                    requirements=[requirement]) as example:
+
+                with Given("I have ciphertext"):
+                    example_name = basename(example.name)
+                    ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+                cast = None
+                endcast = None
+                ciphertext = f"unhex({ciphertext})"
+                compare = plaintext
+
+                if datatype == "IPv4":
+                    cast = "toIPv4(IPv4NumToString(reinterpretAsUInt32"
+                    endcast = "))"
+                elif datatype in ["DateTime64", "UUID", "IPv6", "LowCardinality", "Enum8", "Enum16", "Decimal32", "Decimal64", "Decimal128", "Array"]:
+                    xfail(reason="no conversion")
+                elif datatype == "NULL":
+                    ciphertext = "NULL"
+                    cast = "isNull"
+                    compare = None
+                elif datatype in ["Float32", "Float64", "Date", "DateTime"] or "Int" in datatype:
+                    cast = f"reinterpretAs{datatype}"
+
+                decrypt(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"),
+                    aad=(None if not aad_len else f"'{aad}'"),
+                    cast=cast, endcast=endcast, compare=compare, message="1")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_Key("1.0")
+)
+def mismatched_key(self):
+    """Check that `decrypt` function returns garbage or an error when key parameter does not match.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+    datatype = "String"
+    plaintext = "'1'"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt.py.encrypt.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            with When("I decrypt using a mismatched key"):
+                r = decrypt(ciphertext=f"unhex({ciphertext})", key=f"'a{key[:key_len-1]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"),
+                    aad=(None if not aad_len else f"'{aad}'"), no_checks=True, cast="hex")
+
+            with Then("exitcode shoud be 0 or 198"):
+                assert r.exitcode in [0, 198], error()
+
+            with And("output should be garbage or an error"):
+                output = r.output.strip()
+                assert "Exception: Failed to decrypt" in output or output != "31", error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_IV("1.0")
+)
+def mismatched_iv(self):
+    """Check that `decrypt` function returns garbage or an error when iv parameter does not match.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+    datatype = "String"
+    plaintext = "'1'"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt.py.encrypt.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        if not iv_len:
+            continue
+        with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            with When("I decrypt using a mismatched iv"):
+                r = decrypt(ciphertext=f"unhex({ciphertext})", key=f"'{key[:key_len]}'", mode=mode,
+                    iv=f"'a{iv[:iv_len-1]}'",
+                    aad=(None if not aad_len else f"'{aad}'"), no_checks=True, cast="hex")
+
+            with Then("exitcode shoud be 0 or 198"):
+                assert r.exitcode in [0, 198], error()
+
+            with And("output should be garbage or an error"):
+                output = r.output.strip()
+                assert "Exception: Failed to decrypt" in output or output != "31", error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_AAD("1.0")
+)
+def mismatched_aad(self):
+    """Check that `decrypt` function returns garbage or an error when aad parameter does not match.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+    datatype = "String"
+    plaintext = "'1'"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt.py.encrypt.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        if not aad_len:
+            continue
+        with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} iv={iv_len} aad={aad_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            with When("I decrypt using a mismatched aad"):
+                r = decrypt(ciphertext=f"unhex({ciphertext})", key=f"'{key[:key_len]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"),
+                    aad=(None if not aad_len else f"'a{aad}'"), no_checks=True, cast="hex")
+
+            with Then("exitcode shoud be 0 or 198"):
+                assert r.exitcode in [0, 198], error()
+
+            with And("output should be garbage or an error"):
+                output = r.output.strip()
+                assert "Exception: Failed to decrypt" in output or output != "31", error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_Mode("1.0")
+)
+def mismatched_mode(self):
+    """Check that `decrypt` function returns garbage or an error when mode parameter does not match.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+    plaintext = hex('Gãńdåłf_Thê_Gręât'.encode("utf-8"))
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt.py.encrypt.snapshot")).load_module()
+
+    for mode, key_len, iv_len, aad_len in modes:
+        with Example(f"""mode={mode.strip("'")} datatype=utf8string iv={iv_len} aad={aad_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            for mismatched_mode, _, _, _ in modes:
+                if mismatched_mode == mode:
+                    continue
+
+                with When(f"I decrypt using mismatched mode {mismatched_mode}"):
+                    r = decrypt(ciphertext=f"unhex({ciphertext})", key=f"'{key[:key_len]}'", mode=mismatched_mode,
+                        iv=(None if not iv_len else f"'{iv[:iv_len]}'"),
+                        aad=(None if not aad_len else f"'{aad}'"), no_checks=True, cast="hex")
+
+                    with Then("exitcode shoud be 0 or 36 or 198"):
+                        assert r.exitcode in [0, 36, 198], error()
+
+                    with And("output should be garbage or an error"):
+                        output = r.output.strip()
+                        condition = "Exception: Failed to decrypt" in output \
+                            or 'Exception: Invalid key size' in output \
+                            or output != plaintext
+                        assert condition, error()
+
+@TestFeature
+@Name("decrypt")
+@Requirements(
+    RQ_SRS008_AES_Decrypt_Function("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check the behavior of the `decrypt` function.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/decrypt_mysql.py b/tests/testflows/aes_encryption/tests/decrypt_mysql.py
new file mode 100644
index 00000000000..b3df2121cd4
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/decrypt_mysql.py
@@ -0,0 +1,521 @@
+# -*- coding: utf-8 -*-
+import os
+from importlib.machinery import SourceFileLoader
+
+from testflows.core import *
+from testflows.core.name import basename
+from testflows.asserts.helpers import varname
+from testflows.asserts import error
+
+from aes_encryption.requirements.requirements import *
+from aes_encryption.tests.common import *
+
+@TestOutline
+def aes_decrypt_mysql(self, ciphertext=None, key=None, mode=None, iv=None, aad=None, exitcode=0, message=None,
+        step=When, cast=None, endcast=None, compare=None, no_checks=False):
+    """Execute `aes_decrypt_mysql` function with the specified parameters.
+    """
+    params = []
+    if mode is not None:
+        params.append(mode)
+    if ciphertext is not None:
+        params.append(ciphertext)
+    if key is not None:
+        params.append(key)
+    if iv is not None:
+        params.append(iv)
+    if aad is not None:
+        params.append(aad)
+
+    sql = f"aes_decrypt_mysql(" + ", ".join(params) + ")"
+    if cast:
+        sql = f"{cast}({sql}){endcast or ''}"
+    if compare:
+        sql = f"{compare} = {sql}"
+    sql = f"SELECT {sql}"
+
+    return current().context.node.query(sql, step=step, exitcode=exitcode, message=message, no_checks=no_checks)
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_CipherText("1.0"),
+)
+def invalid_ciphertext(self):
+    """Check that `aes_decrypt_mysql` function does not crash when invalid
+    `ciphertext` is passed as the first parameter.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    invalid_ciphertexts = plaintexts
+
+    for mode, key_len, iv_len in mysql_modes:
+        with Example(f"""mode={mode.strip("'")} iv={iv_len}"""):
+            d_iv = None if not iv_len else f"'{iv[:iv_len]}'"
+
+            for datatype, ciphertext in invalid_ciphertexts:
+                if datatype in ["NULL"]:
+                    continue
+                with When(f"invalid ciphertext={ciphertext}"):
+                    if "cfb" in mode or "ofb" in mode or "ctr" in mode:
+                        aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode, iv=d_iv, cast="hex")
+                    else:
+                        with When("I execute aes_decrypt_mysql function"):
+                            r = aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode, iv=d_iv, no_checks=True, step=By)
+                        with Then("exitcode is not zero"):
+                            assert r.exitcode in [198, 36]
+                        with And("exception is present in the output"):
+                            assert "DB::Exception:" in r.output
+
+@TestOutline(Scenario)
+@Examples("mode", [
+    ("'aes-128-gcm'", Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_GCM_Error("1.0"))),
+    ("'aes-192-gcm'", Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_GCM_Error("1.0"))),
+    ("'aes-256-gcm'", Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_GCM_Error("1.0"))),
+    ("'aes-128-ctr'", Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_128_CTR_Error("1.0"))),
+    ("'aes-192-ctr'", Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_192_CTR_Error("1.0"))),
+    ("'aes-256-ctr'", Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_AES_256_CTR_Error("1.0"))),
+])
+def unsupported_modes(self, mode):
+    """Check that `aes_decrypt_mysql` function returns an error when unsupported modes are specified.
+    """
+    ciphertext = "unhex('AA1826B5F66A903C888D5DCDA9FB63D1D9CCA10EC55F59D6C00D37')"
+
+    aes_decrypt_mysql(ciphertext=ciphertext, mode=mode, key=f"'{'1'* 32}'", exitcode=36, message="DB::Exception: Unsupported cipher mode")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_InvalidParameters("1.0")
+)
+def invalid_parameters(self):
+    """Check that `aes_decrypt_mysql` function returns an error when
+    we call it with invalid parameters.
+    """
+    ciphertext = "unhex('AA1826B5F66A903C888D5DCDA9FB63D1D9CCA10EC55F59D6C00D37')"
+
+    with Example("no parameters"):
+        aes_decrypt_mysql(exitcode=42, message="DB::Exception: Incorrect number of arguments for function aes_decrypt_mysql provided 0, expected 3 to 4")
+
+    with Example("missing key and mode"):
+        aes_decrypt_mysql(ciphertext=ciphertext, exitcode=42,
+            message="DB::Exception: Incorrect number of arguments for function aes_decrypt_mysql provided 1")
+
+    with Example("missing mode"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="'123'", exitcode=42,
+            message="DB::Exception: Incorrect number of arguments for function aes_decrypt_mysql provided 2")
+
+    with Example("bad key type - UInt8"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="123", mode="'aes-128-ecb'", exitcode=43,
+            message="DB::Exception: Received from localhost:9000. DB::Exception: Illegal type of argument #3")
+
+    with Example("bad mode type - forgot quotes"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="aes-128-ecb", exitcode=47,
+            message="DB::Exception: Missing columns: 'ecb' 'aes' while processing query")
+
+    with Example("bad mode type - UInt8"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="128", exitcode=43,
+            message="DB::Exception: Illegal type of argument #1 'mode'")
+
+    with Example("bad iv type - UInt8"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-cbc'", iv='128', exitcode=43,
+            message="DB::Exception: Illegal type of argument")
+
+    with Example("iv not valid for mode", requirements=[RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        aes_decrypt_mysql(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key="'0123456789123456'", mode="'aes-128-ecb'", iv="'012345678912'", exitcode=0,
+            message=None)
+
+    with Example("iv not valid for mode - size 0", requirements=[RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        aes_decrypt_mysql(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key="'0123456789123456'", mode="'aes-128-ecb'", iv="''", exitcode=0,
+            message=None)
+
+    with Example("aad passed by mistake"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-cbc'", iv="'0123456789123456'", aad="'aad'", exitcode=42,
+            message="DB::Exception: Incorrect number of arguments for function aes_decrypt_mysql provided 5")
+
+    with Example("aad passed by mistake type - UInt8"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-gcm'", iv="'012345678912'", aad="123", exitcode=42,
+            message="DB::Exception: Incorrect number of arguments for function aes_decrypt_mysql provided 5")
+
+    with Example("invalid mode value", requirements=[RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_Invalid("1.0")]):
+        with When("typo in the block algorithm"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128-eeb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128-eeb")
+
+        with When("typo in the key size"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-127-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-127-ecb")
+
+        with When("typo in the aes prefix"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aee-128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aee-128-ecb")
+
+        with When("missing last dash"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes-128ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128ecb")
+
+        with When("missing first dash"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'aes128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes128-ecb")
+
+        with When("all capitals"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key="'0123456789123456'", mode="'AES-128-ECB'", exitcode=36,
+                message="DB::Exception: Invalid mode: AES-128-ECB")
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Key_Length_TooShortError("1.0"),
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Key_Length_TooLong("1.0"),
+    RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_Length_TooShortError("1.0"),
+    RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_Length_TooLong("1.0"),
+    RQ_SRS008_AES_MySQL_Decrypt_Function_InitializationVector_NotValidForMode("1.0")
+)
+@Examples("mode key_len iv_len", [
+    # ECB
+    ("'aes-128-ecb'", 16, None,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ecb'", 24, None,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ecb'", 32, None,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length("1.0"))),
+    # CBC
+    ("'aes-128-cbc'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cbc'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cbc'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length("1.0"))),
+    # CFB1
+    ("'aes-128-cfb1'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb1'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb1'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    # CFB8
+    ("'aes-128-cfb8'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb8'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb8'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    # CFB128
+    ("'aes-128-cfb128'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb128'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb128'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    # OFB
+    ("'aes-128-ofb'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ofb'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ofb'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Decrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length("1.0"))),
+], "%-16s %-10s %-10s")
+def key_or_iv_length_for_mode(self, mode, key_len, iv_len):
+    """Check that key or iv length for mode.
+    """
+    ciphertext = "unhex('31F4C847CAB873AB34584368E3E85E3A')"
+    if mode == "'aes-128-ecb'":
+        ciphertext = "unhex('31F4C847CAB873AB34584368E3E85E3B')"
+    elif mode == "'aes-192-ecb'":
+        ciphertext = "unhex('073868ECDECA94133A61A0FFA282E877')"
+    elif mode == "'aes-256-ecb'":
+        ciphertext = "unhex('1729E5354D6EC44D89900ABDB09DC297')"
+    key = "0123456789" * 4
+    iv = "0123456789" * 4
+
+    with When("key is too short"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    with When("key is too long"):
+        if "ecb" in mode or "cbc" in mode:
+            aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len+1]}'", mode=mode, exitcode=198, message="DB::Exception: Failed to decrypt")
+        else:
+            aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len+1]}'", mode=mode, cast="hex")
+
+    if iv_len is not None:
+        with When("iv is too short"):
+            aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+        with When("iv is too long"):
+            if "ecb" in mode or "cbc" in mode:
+                aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1]}'", mode=mode, exitcode=198, message="DB::Exception: Failed to decrypt")
+            else:
+                aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1]}'", mode=mode, cast="hex")
+    else:
+        with When("iv is specified but not needed"):
+            if "ecb" in mode or "cbc" in mode:
+                aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv}'", mode=mode, exitcode=198, message="DB::Exception: Failed to decrypt")
+            else:
+                aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", iv=f"'{iv}'", mode=mode)
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_InitializationVector("1.0")
+)
+def iv_parameter_types(self):
+    """Check that `aes_decrypt_mysql` function accepts `iv` parameter as the fourth argument
+    of either `String` or `FixedString` types.
+    """
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("iv is specified using String type"):
+        aes_decrypt_mysql(ciphertext="unhex('F024F9372FA0D8B974894D29FFB8A7F7')", key=key, mode=mode, iv=iv, message="hello there")
+
+    with When("iv is specified using String with UTF8 characters"):
+        aes_decrypt_mysql(ciphertext="unhex('7A4EC0FF3796F46BED281F4778ACE1DC')", key=key, mode=mode, iv="'Gãńdåłf_Thê'", message="hello there")
+
+    with When("iv is specified using FixedString type"):
+        aes_decrypt_mysql(ciphertext="unhex('F024F9372FA0D8B974894D29FFB8A7F7')", key=key, mode=mode, iv=f"toFixedString({iv}, 16)", message="hello there")
+
+    with When("iv is specified using FixedString with UTF8 characters"):
+        aes_decrypt_mysql(ciphertext="unhex('7A4EC0FF3796F46BED281F4778ACE1DC')", key=key, mode=mode, iv=f"toFixedString('Gãńdåłf_Thê', 16)", message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Key("1.0")
+)
+def key_parameter_types(self):
+    """Check that `aes_decrypt` function accepts `key` parameter as the second argument
+    of either `String` or `FixedString` types.
+    """
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("key is specified using String type"):
+        aes_decrypt_mysql(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=key, mode=mode, message="hello there")
+
+    with When("key is specified using String with UTF8 characters"):
+        aes_decrypt_mysql(ciphertext="unhex('180086AA42AD57B71C706EEC372D0C3D')", key="'Gãńdåłf_Thê'", mode=mode, message="hello there")
+
+    with When("key is specified using FixedString type"):
+        aes_decrypt_mysql(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=f"toFixedString({key}, 16)", mode=mode, message="hello there")
+
+    with When("key is specified using FixedString with UTF8 characters"):
+        aes_decrypt_mysql(ciphertext="unhex('180086AA42AD57B71C706EEC372D0C3D')", key=f"toFixedString('Gãńdåłf_Thê', 16)", mode=mode, message="hello there")
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode("1.0"),
+)
+def mode_parameter_types(self):
+    """Check that `aes_decrypt_mysql` function accepts `mode` parameter as the third argument
+    of either `String` or `FixedString` types.
+    """
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("mode is specified using String type"):
+        aes_decrypt_mysql(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=key, mode=mode, message="hello there")
+
+    with When("mode is specified using FixedString type"):
+        aes_decrypt_mysql(ciphertext="unhex('49C9ADB81BA9B58C485E7ADB90E70576')", key=key, mode=f"toFixedString({mode}, 12)", message="hello there")
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_ReturnValue("1.0")
+)
+def return_value(self):
+    """Check that `aes_decrypt_mysql` functions returns String data type.
+    """
+    ciphertext = "unhex('F024F9372FA0D8B974894D29FFB8A7F7')"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("I get type of the return value"):
+        sql = "SELECT toTypeName(aes_decrypt_mysql(" + mode + "," + ciphertext + "," + key + "," + iv + "))"
+        r = self.context.node.query(sql)
+
+    with Then("type should be String"):
+        assert r.output.strip() == "String", error()
+
+    with When("I get the return value"):
+        aes_decrypt_mysql(ciphertext=ciphertext, key=key, mode=mode, iv=iv, message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Syntax("1.0"),
+)
+def syntax(self):
+    """Check that `aes_decrypt_mysql` function supports syntax
+
+    ```sql
+    aes_decrypt_mysql(ciphertext, key, mode, [iv])
+    ```
+    """
+    ciphertext = "70FE78410D6EE237C2DE4A"
+    sql = f"SELECT aes_decrypt_mysql('aes-128-ofb', unhex('{ciphertext}'), '0123456789123456', '0123456789123456')"
+    self.context.node.query(sql, step=When, message="hello there")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_CipherText("1.0"),
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode("1.0"),
+    RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_ValuesFormat("1.0"),
+)
+def decryption(self):
+    """Check that `aes_decrypt_mysql` functions accepts `mode` as the first parameter
+    and `ciphertext` as the second parameter and we can convert the decrypted value into the original
+    value with the original data type.
+    """
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt_mysql.py.encrypt_mysql.snapshot")).load_module()
+
+    for mode, key_len, iv_len in mysql_modes:
+        for datatype, plaintext in plaintexts:
+
+            requirement = globals().get(f"""RQ_SRS008_AES_MySQL_Decrypt_Function_Parameters_Mode_Value_{mode.strip("'").replace("-","_").upper()}""")("1.0")
+
+            with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} key={key_len} iv={iv_len}""",
+                    requirements=[requirement]) as example:
+
+                with Given("I have ciphertext"):
+                    example_name = basename(example.name)
+                    ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+                cast = None
+                endcast = None
+                ciphertext = f"unhex({ciphertext})"
+                compare = plaintext
+
+                if datatype == "IPv4":
+                    cast = "toIPv4(IPv4NumToString(reinterpretAsUInt32"
+                    endcast = "))"
+                elif datatype in ["DateTime64", "UUID", "IPv6", "LowCardinality", "Enum8", "Enum16", "Decimal32", "Decimal64", "Decimal128", "Array"]:
+                    xfail(reason="no conversion")
+                elif datatype == "NULL":
+                    ciphertext = "NULL"
+                    cast = "isNull"
+                    compare = None
+                elif datatype in ["Float32", "Float64", "Date", "DateTime"] or "Int" in datatype:
+                    cast = f"reinterpretAs{datatype}"
+
+                aes_decrypt_mysql(ciphertext=ciphertext, key=f"'{key[:key_len]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"),
+                    cast=cast, endcast=endcast, compare=compare, message="1")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_Key("1.0")
+)
+def mismatched_key(self):
+    """Check that `aes_decrypt_mysql` function returns garbage or an error when key parameter does not match.
+    """
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt_mysql.py.encrypt_mysql.snapshot")).load_module()
+
+    for mode, key_len, iv_len in mysql_modes:
+        with Example(f"""mode={mode.strip("'")} datatype=String key={key_len} iv={iv_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            with When("I decrypt using a mismatched key"):
+                r = aes_decrypt_mysql(ciphertext=f"unhex({ciphertext})", key=f"'a{key[:key_len-1]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"),
+                    cast="hex", no_checks=True)
+
+            with Then("exitcode shoud be 0 or 198"):
+                assert r.exitcode in [0, 198], error()
+
+            with And("output should be garbage or an error"):
+                output = r.output.strip()
+                assert "Exception: Failed to decrypt" in output or output != "31", error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_IV("1.0")
+)
+def mismatched_iv(self):
+    """Check that `aes_decrypt_mysql` function returns garbage or an error when iv parameter does not match.
+    """
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt_mysql.py.encrypt_mysql.snapshot")).load_module()
+
+    for mode, key_len, iv_len in mysql_modes:
+        if not iv_len:
+            continue
+        with Example(f"""mode={mode.strip("'")} datatype=String key={key_len} iv={iv_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            with When("I decrypt using a mismatched key"):
+                r = aes_decrypt_mysql(ciphertext=f"unhex({ciphertext})", key=f"'{key[:key_len]}'", mode=mode,
+                    iv=f"'a{iv[:iv_len-1]}'",
+                    cast="hex", no_checks=True)
+
+            with Then("exitcode shoud be 0 or 198"):
+                assert r.exitcode in [0, 198], error()
+
+            with And("output should be garbage or an error"):
+                output = r.output.strip()
+                assert "Exception: Failed to decrypt" in output or output != "31", error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_Mismatched_Mode("1.0")
+)
+def mismatched_mode(self):
+    """Check that `aes_decrypt_mysql` function returns garbage or an error when mode parameter does not match.
+    """
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+    plaintext = hex('Gãńdåłf_Thê_Gręât'.encode("utf-8"))
+
+    with Given("I load encrypt snapshots"):
+        snapshot_module = SourceFileLoader("snapshot", os.path.join(current_dir(), "snapshots", "encrypt_mysql.py.encrypt_mysql.snapshot")).load_module()
+
+    for mode, key_len, iv_len in mysql_modes:
+        if not iv_len:
+            continue
+
+        with Example(f"""mode={mode.strip("'")} datatype=utf8string key={key_len} iv={iv_len}""") as example:
+            with Given("I have ciphertext"):
+                example_name = basename(example.name)
+                ciphertext = getattr(snapshot_module, varname(f"example_{example_name}"))
+
+            for mismatched_mode, _, _ in mysql_modes:
+                if mismatched_mode == mode:
+                    continue
+
+                with When(f"I decrypt using a mismatched mode {mismatched_mode}"):
+                    r = aes_decrypt_mysql(ciphertext=f"unhex({ciphertext})", key=f"'{key[:key_len]}'", mode=mismatched_mode,
+                        iv=f"'{iv[:iv_len]}'",
+                        cast="hex", no_checks=True)
+
+                    with Then("exitcode shoud be 0 or 36 or 198"):
+                        assert r.exitcode in [0, 36, 198], error()
+
+                    with And("output should be garbage or an error"):
+                        output = r.output.strip()
+                        assert "Exception: Failed to decrypt" in output or output != plaintext, error()
+
+@TestFeature
+@Name("decrypt_mysql")
+@Requirements(
+    RQ_SRS008_AES_MySQL_Decrypt_Function("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check the behavior of the `aes_decrypt_mysql` function.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
\ No newline at end of file
diff --git a/tests/testflows/aes_encryption/tests/encrypt.py b/tests/testflows/aes_encryption/tests/encrypt.py
new file mode 100644
index 00000000000..2fdd75fa0c8
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/encrypt.py
@@ -0,0 +1,408 @@
+# -*- coding: utf-8 -*-
+from testflows.core import *
+from testflows.core.name import basename
+from testflows.asserts import values, error, snapshot
+
+from aes_encryption.requirements.requirements import *
+from aes_encryption.tests.common import *
+
+@TestOutline
+def encrypt(self, plaintext=None, key=None, mode=None, iv=None, aad=None, exitcode=0, message=None, step=When):
+    """Execute `encrypt` function with the specified parameters.
+    """
+    params = []
+    if mode is not None:
+        params.append(mode)
+    if plaintext is not None:
+        params.append(plaintext)
+    if key is not None:
+        params.append(key)
+    if iv is not None:
+        params.append(iv)
+    if aad is not None:
+        params.append(aad)
+
+    sql = "SELECT hex(encrypt(" + ", ".join(params) + "))"
+
+    return current().context.node.query(sql, step=step, exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_InvalidParameters("1.0")
+)
+def invalid_parameters(self):
+    """Check that `encrypt` function returns an error when
+    we call it with invalid parameters.
+    """
+    with Example("no parameters"):
+        encrypt(exitcode=42, message="DB::Exception: Incorrect number of arguments for function encrypt provided 0, expected 3 to 5")
+
+    with Example("missing key and mode"):
+        encrypt(plaintext="'hello there'", exitcode=42, message="DB::Exception: Incorrect number of arguments for function encrypt provided 1")
+
+    with Example("missing mode"):
+        encrypt(plaintext="'hello there'", key="'123'", exitcode=42, message="DB::Exception: Incorrect number of arguments for function encrypt provided 2")
+
+    with Example("bad key type - UInt8"):
+        encrypt(plaintext="'hello there'", key="123", mode="'aes-128-ecb'", exitcode=43,
+            message="DB::Exception: Received from localhost:9000. DB::Exception: Illegal type of argument #3")
+
+    with Example("bad mode type - forgot quotes"):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="aes-128-ecb", exitcode=47,
+            message="DB::Exception: Missing columns: 'ecb' 'aes' while processing query")
+
+    with Example("bad mode type - UInt8"):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="128", exitcode=43,
+            message="DB::Exception: Illegal type of argument #1 'mode'")
+
+    with Example("bad iv type - UInt8"):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-cbc'", iv='128', exitcode=43,
+            message="DB::Exception: Illegal type of argument")
+
+    with Example("bad aad type - UInt8"):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-gcm'", iv="'012345678912'", aad="123", exitcode=43,
+            message="DB::Exception: Illegal type of argument")
+
+    with Example("iv not valid for mode", requirements=[RQ_SRS008_AES_Encrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-ecb'", iv="'012345678912'", exitcode=36,
+            message="DB::Exception: aes-128-ecb does not support IV")
+
+    with Example("iv not valid for mode - size 0", requirements=[RQ_SRS008_AES_Encrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-ecb'", iv="''", exitcode=36,
+            message="DB::Exception: aes-128-ecb does not support IV")
+
+    with Example("aad not valid for mode", requirements=[RQ_SRS008_AES_Encrypt_Function_AdditionalAuthenticationData_NotValidForMode("1.0")]):
+        encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-cbc'", iv="'0123456789123456'", aad="'aad'", exitcode=36,
+            message="DB::Exception: AAD can be only set for GCM-mode")
+
+    with Example("invalid mode value", requirements=[RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_Invalid("1.0")]):
+        with When("typo in the block algorithm"):
+            encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-eeb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128-eeb")
+
+        with When("typo in the key size"):
+            encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-127-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-127-ecb")
+
+        with When("typo in the aes prefix"):
+            encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aee-128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aee-128-ecb")
+
+        with When("missing last dash"):
+            encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128ecb")
+
+        with When("missing first dash"):
+            encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'aes128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes128-ecb")
+
+        with When("all capitals"):
+            encrypt(plaintext="'hello there'", key="'0123456789123456'", mode="'AES-128-ECB'", exitcode=36,
+                message="DB::Exception: Invalid mode: AES-128-ECB")
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Key_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_InitializationVector_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_AdditionalAuthenticationData_NotValidForMode("1.0")
+)
+@Examples("mode key_len iv_len aad", [
+    # ECB
+    ("'aes-128-ecb'", 16, None, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ecb'", 24, None, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ecb'", 32, None, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length("1.0"))),
+    # CBC
+    ("'aes-128-cbc'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cbc'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cbc'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length("1.0"))),
+    # CFB1
+    ("'aes-128-cfb1'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb1'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb1'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    # CFB8
+    ("'aes-128-cfb8'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb8'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb8'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    # CFB128
+    ("'aes-128-cfb128'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb128'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb128'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    # OFB
+    ("'aes-128-ofb'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ofb'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ofb'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length("1.0"))),
+    # CTR
+    ("'aes-128-ctr'", 16, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_CTR_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ctr'", 24, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_CTR_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ctr'", 32, 16, None,
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_CTR_KeyAndInitializationVector_Length("1.0"))),
+], "%-16s %-10s %-10s %-10s")
+def invalid_key_or_iv_length_for_mode_non_gcm(self, mode, key_len, iv_len, aad):
+    """Check that an error is returned when key or iv length does not match
+    the expected value for the mode.
+    """
+    plaintext = "'hello there'"
+    key = "0123456789" * 4
+    iv = "0123456789" * 4
+
+    with When("key is too short"):
+        encrypt(plaintext=plaintext, key=f"'{key[:key_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    with When("key is too long"):
+        encrypt(plaintext=plaintext, key=f"'{key[:key_len+1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    if iv_len is not None:
+        with When("iv is too short"):
+            encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+        with When("iv is too long"):
+            encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+        if aad is None:
+            with When("aad is specified but not needed"):
+                encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1] if iv_len is not None else ''}'", aad="'AAD'", mode=mode, exitcode=36, message="DB::Exception: AAD can be only set for GCM-mode")
+
+    else:
+        with When("iv is specified but not needed"):
+            encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv}'", mode=mode, exitcode=36, message="DB::Exception: {} does not support IV".format(mode.strip("'")))
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Key_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_InitializationVector_Length_InvalidLengthError("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_AdditionalAuthenticationData_NotValidForMode("1.0")
+)
+@Examples("mode key_len iv_len aad", [
+    # GCM
+    ("'aes-128-gcm'", 16, 8, "'hello there aad'",
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_128_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-gcm'", 24, 8, "''",
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_192_GCM_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-gcm'", 32, 8, "'a'",
+     Requirements(RQ_SRS008_AES_Encrypt_Function_AES_256_GCM_KeyAndInitializationVector_Length("1.0"))),
+], "%-16s %-10s %-10s %-10s")
+def invalid_key_or_iv_length_for_gcm(self, mode, key_len, iv_len, aad):
+    """Check that an error is returned when key or iv length does not match
+    the expected value for the GCM mode.
+    """
+    plaintext = "'hello there'"
+    key = "0123456789" * 4
+    iv = "0123456789" * 4
+
+    with When("key is too short"):
+        encrypt(plaintext=plaintext, key=f"'{key[:key_len-1]}'", iv=f"'{iv[:iv_len]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    with When("key is too long"):
+        encrypt(plaintext=plaintext, key=f"'{key[:key_len+1]}'", iv=f"'{iv[:iv_len]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    if iv_len is not None:
+        with When(f"iv is too short"):
+            encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len-1]}'", mode=mode, exitcode=198, message="DB::Exception:")
+    else:
+        with When("iv is not specified"):
+            encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+    if aad is not None:
+        with When(f"aad is {aad}"):
+            encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len]}'", aad=f"{aad}", mode=mode)
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Parameters_AdditionalAuthenticatedData("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_AdditionalAuthenticationData_Length("1.0")
+)
+def aad_parameter_types_and_length(self):
+    """Check that `encrypt` function accepts `aad` parameter as the fifth argument
+    of either `String` or `FixedString` types and that the length is not limited.
+    """
+    plaintext = "'hello there'"
+    iv = "'012345678912'"
+    mode = "'aes-128-gcm'"
+    key = "'0123456789123456'"
+
+    with When("aad is specified using String type"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad="'aad'", message="19A1183335B374C626B24208AAEC97F148732CE05621AC87B21526")
+
+    with When("aad is specified using String with UTF8 characters"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad="'Gãńdåłf_Thê_Gręât'", message="19A1183335B374C626B242C68D9618A8C2664D7B6A3FE978104B39")
+
+    with When("aad is specified using FixedString type"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad="toFixedString('aad', 3)", message="19A1183335B374C626B24208AAEC97F148732CE05621AC87B21526")
+
+    with When("aad is specified using FixedString with UTF8 characters"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad="toFixedString('Gãńdåłf_Thê_Gręât', 24)", message="19A1183335B374C626B242C68D9618A8C2664D7B6A3FE978104B39")
+
+    with When("aad is 0 bytes"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad="''", message="19A1183335B374C626B242DF92BB3F57F5D82BEDF41FD5D49F8BC9")
+
+    with When("aad is 1 byte"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad="'1'", message="19A1183335B374C626B242D1BCFC63B09CFE9EAD20285044A01035")
+
+    with When("aad is 256 bytes"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, aad=f"'{'1' * 256}'", message="19A1183335B374C626B242355AD3DD2C5D7E36AEECBB847BF9E8A7")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Parameters_InitializationVector("1.0")
+)
+def iv_parameter_types(self):
+    """Check that `encrypt` function accepts `iv` parameter as the fourth argument
+    of either `String` or `FixedString` types.
+    """
+    plaintext = "'hello there'"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("iv is specified using String type"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, message="F024F9372FA0D8B974894D29FFB8A7F7")
+
+    with When("iv is specified using String with UTF8 characters"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv="'Gãńdåłf_Thê'", message="7A4EC0FF3796F46BED281F4778ACE1DC")
+
+    with When("iv is specified using FixedString type"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=f"toFixedString({iv}, 16)", message="F024F9372FA0D8B974894D29FFB8A7F7")
+
+    with When("iv is specified using FixedString with UTF8 characters"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv="toFixedString('Gãńdåłf_Thê', 16)", message="7A4EC0FF3796F46BED281F4778ACE1DC")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Parameters_Key("1.0")
+)
+def key_parameter_types(self):
+    """Check that `encrypt` function accepts `key` parameter as the second argument
+    of either `String` or `FixedString` types.
+    """
+    plaintext = "'hello there'"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("key is specified using String type"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+    with When("key is specified using String with UTF8 characters"):
+        encrypt(plaintext=plaintext, key="'Gãńdåłf_Thê'", mode=mode, message="180086AA42AD57B71C706EEC372D0C3D")
+
+    with When("key is specified using FixedString type"):
+        encrypt(plaintext=plaintext, key=f"toFixedString({key}, 16)", mode=mode, message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+    with When("key is specified using FixedString with UTF8 characters"):
+        encrypt(plaintext=plaintext, key="toFixedString('Gãńdåłf_Thê', 16)", mode=mode, message="180086AA42AD57B71C706EEC372D0C3D")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Parameters_Mode("1.0"),
+)
+def mode_parameter_types(self):
+    """Check that `encrypt` function accepts `mode` parameter as the third argument
+    of either `String` or `FixedString` types.
+    """
+    plaintext = "'hello there'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("mode is specified using String type"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+    with When("mode is specified using FixedString type"):
+        encrypt(plaintext=plaintext, key=key, mode=f"toFixedString({mode}, 12)", message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Parameters_PlainText("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_Parameters_Mode("1.0"),
+    RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_ValuesFormat("1.0"),
+)
+def encryption(self):
+    """Check that `encrypt` functions accepts `plaintext` as the second parameter
+    with any data type and `mode` as the first parameter.
+    """
+    key = f"{'1' * 36}"
+    iv = f"{'2' * 16}"
+    aad = "some random aad"
+
+    for mode, key_len, iv_len, aad_len in modes:
+        for datatype, plaintext in plaintexts:
+
+            requirement = globals().get(f"""RQ_SRS008_AES_Encrypt_Function_Parameters_Mode_Value_{mode.strip("'").replace("-","_").upper()}""")("1.0")
+
+            with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} iv={iv_len} aad={aad_len}""",
+                    requirements=[requirement]) as example:
+                r = encrypt(plaintext=plaintext, key=f"'{key[:key_len]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"), aad=(None if not aad_len else f"'{aad}'"))
+
+                with Then("I check output against snapshot"):
+                    with values() as that:
+                        example_name = basename(example.name)
+                        assert that(snapshot(r.output.strip(), "encrypt", name=f"example_{example_name.replace(' ', '_')}")), error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Parameters_ReturnValue("1.0")
+)
+def return_value(self):
+    """Check that `encrypt` functions returns String data type.
+    """
+    plaintext = "'hello there'"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("I get type of the return value"):
+        sql = "SELECT toTypeName(encrypt(" + mode + "," + plaintext + "," + key + "," + iv + "))"
+        r = self.context.node.query(sql)
+
+    with Then("type should be String"):
+        assert r.output.strip() == "String", error()
+
+    with When("I get return ciphertext as hex"):
+        encrypt(plaintext=plaintext, key=key, mode=mode, iv=iv, message="F024F9372FA0D8B974894D29FFB8A7F7")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function_Syntax("1.0"),
+)
+def syntax(self):
+    """Check that `encrypt` function supports syntax
+
+    ```sql
+    encrypt(plaintext, key, mode, [iv, aad])
+    ```
+    """
+    sql = "SELECT hex(encrypt('aes-128-gcm', 'hello there', '0123456789123456', '012345678912', 'AAD'))"
+    self.context.node.query(sql, step=When, message="19A1183335B374C626B242A6F6E8712E2B64DCDC6A468B2F654614")
+
+@TestFeature
+@Name("encrypt")
+@Requirements(
+    RQ_SRS008_AES_Encrypt_Function("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check the behavior of the `encrypt` function.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/encrypt_mysql.py b/tests/testflows/aes_encryption/tests/encrypt_mysql.py
new file mode 100644
index 00000000000..56183aff125
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/encrypt_mysql.py
@@ -0,0 +1,326 @@
+from testflows.core import *
+from testflows.core.name import basename
+from testflows.asserts import values, error, snapshot
+
+from aes_encryption.requirements.requirements import *
+from aes_encryption.tests.common import *
+
+@TestOutline
+def aes_encrypt_mysql(self, plaintext=None, key=None, mode=None, iv=None, exitcode=0, message=None, step=When):
+    """Execute `aes_encrypt_mysql` function with the specified parameters.
+    """
+    params = []
+    if mode is not None:
+        params.append(mode)
+    if plaintext is not None:
+        params.append(plaintext)
+    if key is not None:
+        params.append(key)
+    if iv is not None:
+        params.append(iv)
+
+    sql = "SELECT hex(aes_encrypt_mysql(" + ", ".join(params) + "))"
+
+    return current().context.node.query(sql, step=step, exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Examples("mode", [
+    ("'aes-128-gcm'", Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_GCM_Error("1.0"))),
+    ("'aes-192-gcm'", Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_GCM_Error("1.0"))),
+    ("'aes-256-gcm'", Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_GCM_Error("1.0"))),
+    ("'aes-128-ctr'", Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_128_CTR_Error("1.0"))),
+    ("'aes-192-ctr'", Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_192_CTR_Error("1.0"))),
+    ("'aes-256-ctr'", Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_AES_256_CTR_Error("1.0"))),
+])
+def unsupported_modes(self, mode):
+    """Check that `aes_encrypt_mysql` function returns an error when unsupported modes are specified.
+    """
+    aes_encrypt_mysql(plaintext="'hello there'", mode=mode, key=f"'{'1'* 32}'", exitcode=36, message="DB::Exception: Unsupported cipher mode")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_Functions_InvalidParameters("1.0")
+)
+def invalid_parameters(self):
+    """Check that `aes_encrypt_mysql` function returns an error when
+    we call it with invalid parameters.
+    """
+    with Example("no parameters"):
+        aes_encrypt_mysql(exitcode=42, message="DB::Exception: Incorrect number of arguments for function aes_encrypt provided 0, expected 3 to 4")
+
+    with Example("missing key and mode"):
+        aes_encrypt_mysql(plaintext="'hello there'", exitcode=42, message="DB::Exception: Incorrect number of arguments for function aes_encrypt_mysql provided 1")
+
+    with Example("missing mode"):
+        aes_encrypt_mysql(plaintext="'hello there'", key="'123'", exitcode=42, message="DB::Exception: Incorrect number of arguments for function aes_encrypt_mysql provided 2")
+
+    with Example("bad key type - UInt8"):
+        aes_encrypt_mysql(plaintext="'hello there'", key="123", mode="'aes-128-ecb'", exitcode=43,
+            message="DB::Exception: Received from localhost:9000. DB::Exception: Illegal type of argument #3")
+
+    with Example("bad mode type - forgot quotes"):
+        aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="aes-128-ecb", exitcode=47,
+            message="DB::Exception: Missing columns: 'ecb' 'aes' while processing query")
+
+    with Example("bad mode type - UInt8"):
+        aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="128", exitcode=43,
+            message="DB::Exception: Illegal type of argument #1 'mode'")
+
+    with Example("bad iv type - UInt8"):
+        aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-cbc'", iv='128', exitcode=43,
+            message="DB::Exception: Illegal type of argument")
+
+    with Example("iv not valid for mode", requirements=[RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-ecb'", iv="'012345678912'", exitcode=36,
+            message="DB::Exception: aes-128-ecb does not support IV")
+
+    with Example("iv not valid for mode - size 0", requirements=[RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_NotValidForMode("1.0")]):
+        aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-ecb'", iv="''", exitcode=0,
+            message=None)
+
+    with Example("invalid mode value", requirements=[RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_Invalid("1.0")]):
+        with When("typo in the block algorithm"):
+            aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128-eeb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128-eeb")
+
+        with When("typo in the key size"):
+            aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-127-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-127-ecb")
+
+        with When("typo in the aes prefix"):
+            aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aee-128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aee-128-ecb")
+
+        with When("missing last dash"):
+            aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes-128ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes-128ecb")
+
+        with When("missing first dash"):
+            aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'aes128-ecb'", exitcode=36,
+                message="DB::Exception: Invalid mode: aes128-ecb")
+
+        with When("all capitals"):
+            aes_encrypt_mysql(plaintext="'hello there'", key="'0123456789123456'", mode="'AES-128-ECB'", exitcode=36,
+                message="DB::Exception: Invalid mode: AES-128-ECB")
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Key_Length_TooShortError("1.0"),
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Key_Length_TooLong("1.0"),
+    RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_Length_TooShortError("1.0"),
+    RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_Length_TooLong("1.0"),
+    RQ_SRS008_AES_MySQL_Encrypt_Function_InitializationVector_NotValidForMode("1.0")
+)
+@Examples("mode key_len iv_len", [
+    # ECB
+    ("'aes-128-ecb'", 16, None,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ecb'", 24, None,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_ECB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ecb'", 32, None,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_ECB_KeyAndInitializationVector_Length("1.0"))),
+    # CBC
+    ("'aes-128-cbc'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cbc'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CBC_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cbc'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CBC_KeyAndInitializationVector_Length("1.0"))),
+    # CFB1
+    ("'aes-128-cfb1'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb1'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb1'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CFB1_KeyAndInitializationVector_Length("1.0"))),
+    # CFB8
+    ("'aes-128-cfb8'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb8'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb8'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CFB8_KeyAndInitializationVector_Length("1.0"))),
+    # CFB128
+    ("'aes-128-cfb128'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-cfb128'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-cfb128'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_CFB128_KeyAndInitializationVector_Length("1.0"))),
+    # OFB
+    ("'aes-128-ofb'", 16, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_128_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-192-ofb'", 24, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_192_OFB_KeyAndInitializationVector_Length("1.0"))),
+    ("'aes-256-ofb'", 32, 16,
+     Requirements(RQ_SRS008_AES_MySQL_Encrypt_Function_AES_256_OFB_KeyAndInitializationVector_Length("1.0"))),
+], "%-16s %-10s %-10s")
+def key_or_iv_length_for_mode(self, mode, key_len, iv_len):
+    """Check that key or iv length for mode.
+    """
+    plaintext = "'hello there'"
+    key = "0123456789" * 4
+    iv = "0123456789" * 4
+
+    with When("key is too short"):
+        aes_encrypt_mysql(plaintext=plaintext, key=f"'{key[:key_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid key size")
+
+    with When("key is too long"):
+        aes_encrypt_mysql(plaintext=plaintext, key=f"'{key[:key_len+1]}'", mode=mode)
+
+    if iv_len is not None:
+        with When("iv is too short"):
+            aes_encrypt_mysql(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len-1]}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+        with When("iv is too long"):
+            aes_encrypt_mysql(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv[:iv_len+1]}'", mode=mode)
+    else:
+        with When("iv is specified but not needed"):
+            aes_encrypt_mysql(plaintext=plaintext, key=f"'{key[:key_len]}'", iv=f"'{iv}'", mode=mode, exitcode=36, message="DB::Exception: Invalid IV size")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_InitializationVector("1.0")
+)
+def iv_parameter_types(self):
+    """Check that `aes_encrypt_mysql` function accepts `iv` parameter as the fourth argument
+    of either `String` or `FixedString` types.
+    """
+    plaintext = "'hello there'"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("iv is specified using String type"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, iv=iv, message="F024F9372FA0D8B974894D29FFB8A7F7")
+
+    with When("iv is specified using String with UTF8 characters"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, iv="'Gãńdåłf_Thê'", message="7A4EC0FF3796F46BED281F4778ACE1DC")
+
+    with When("iv is specified using FixedString type"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, iv=f"toFixedString({iv}, 16)", message="F024F9372FA0D8B974894D29FFB8A7F7")
+
+    with When("iv is specified using FixedString with UTF8 characters"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, iv="toFixedString('Gãńdåłf_Thê', 16)", message="7A4EC0FF3796F46BED281F4778ACE1DC")
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Key("1.0")
+)
+def key_parameter_types(self):
+    """Check that `aes_encrypt_mysql` function accepts `key` parameter as the second argument
+    of either `String` or `FixedString` types.
+    """
+    plaintext = "'hello there'"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("key is specified using String type"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+    with When("key is specified using String with UTF8 characters"):
+        aes_encrypt_mysql(plaintext=plaintext, key="'Gãńdåłf_Thê'", mode=mode, message="180086AA42AD57B71C706EEC372D0C3D")
+
+    with When("key is specified using FixedString type"):
+        aes_encrypt_mysql(plaintext=plaintext, key=f"toFixedString({key}, 16)", mode=mode, message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+    with When("key is specified using FixedString with UTF8 characters"):
+        aes_encrypt_mysql(plaintext=plaintext, key="toFixedString('Gãńdåłf_Thê', 16)", mode=mode, message="180086AA42AD57B71C706EEC372D0C3D")
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode("1.0"),
+)
+def mode_parameter_types(self):
+    """Check that `aes_encrypt_mysql` function accepts `mode` parameter as the third argument
+    of either `String` or `FixedString` types.
+    """
+    plaintext = "'hello there'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("mode is specified using String type"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+    with When("mode is specified using FixedString type"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=f"toFixedString({mode}, 12)", message="49C9ADB81BA9B58C485E7ADB90E70576")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_ReturnValue("1.0")
+)
+def return_value(self):
+    """Check that `aes_encrypt_mysql` functions returns String data type.
+    """
+    plaintext = "'hello there'"
+    iv = "'0123456789123456'"
+    mode = "'aes-128-cbc'"
+    key = "'0123456789123456'"
+
+    with When("I get type of the return value"):
+        sql = "SELECT toTypeName(aes_encrypt_mysql("+ mode + "," + plaintext + "," + key + "," + iv + "))"
+        r = self.context.node.query(sql)
+
+    with Then("type should be String"):
+        assert r.output.strip() == "String", error()
+
+    with When("I get return ciphertext as hex"):
+        aes_encrypt_mysql(plaintext=plaintext, key=key, mode=mode, iv=iv, message="F024F9372FA0D8B974894D29FFB8A7F7")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Syntax("1.0"),
+)
+def syntax(self):
+    """Check that `aes_encrypt_mysql` function supports syntax
+
+    ```sql
+    aes_encrypt_mysql(plaintext, key, mode, [iv])
+    ```
+    """
+    sql = "SELECT hex(aes_encrypt_mysql('aes-128-ofb', 'hello there', '0123456789123456', '0123456789123456'))"
+    self.context.node.query(sql, step=When, message="70FE78410D6EE237C2DE4A")
+
+@TestScenario
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_PlainText("1.0"),
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode("1.0"),
+    RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_ValuesFormat("1.0"),
+)
+def encryption(self):
+    """Check that `aes_encrypt_mysql` functions accepts `plaintext` as the second parameter
+    with any data type and `mode` as the first parameter.
+    """
+    key = f"{'1' * 64}"
+    iv = f"{'2' * 64}"
+
+    for mode, key_len, iv_len in mysql_modes:
+        for datatype, plaintext in plaintexts:
+            requirement = globals().get(f"""RQ_SRS008_AES_MySQL_Encrypt_Function_Parameters_Mode_Value_{mode.strip("'").replace("-","_").upper()}""")("1.0")
+
+            with Example(f"""mode={mode.strip("'")} datatype={datatype.strip("'")} key={key_len} iv={iv_len}""",
+                    requirements=[requirement]) as example:
+
+                r = aes_encrypt_mysql(plaintext=plaintext, key=f"'{key[:key_len]}'", mode=mode,
+                    iv=(None if not iv_len else f"'{iv[:iv_len]}'"))
+
+                with Then("I check output against snapshot"):
+                    with values() as that:
+                        example_name = basename(example.name)
+                        assert that(snapshot(r.output.strip(), "encrypt_mysql", name=f"example_{example_name.replace(' ', '_')}")), error()
+
+@TestFeature
+@Name("encrypt_mysql")
+@Requirements(
+    RQ_SRS008_AES_MySQL_Encrypt_Function("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check the behavior of the `aes_encrypt_mysql` function.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/aes_encryption/tests/snapshots/encrypt.py.encrypt.snapshot b/tests/testflows/aes_encryption/tests/snapshots/encrypt.py.encrypt.snapshot
new file mode 100644
index 00000000000..566c1074efb
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/snapshots/encrypt.py.encrypt.snapshot
@@ -0,0 +1,2700 @@
+example_mode_aes_128_ecb_datatype_String_iv_None_aad_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_ecb_datatype_FixedString_iv_None_aad_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_ecb_datatype_UInt8_iv_None_aad_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_ecb_datatype_UInt16_iv_None_aad_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_ecb_datatype_UInt32_iv_None_aad_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_ecb_datatype_UInt64_iv_None_aad_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_ecb_datatype_Int8_iv_None_aad_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_ecb_datatype_Int16_iv_None_aad_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_ecb_datatype_Int32_iv_None_aad_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_ecb_datatype_Int64_iv_None_aad_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_ecb_datatype_Float32_iv_None_aad_None = r"""'FF4D70D9A1050E6BBDD0325FC45CC22D'"""
+
+example_mode_aes_128_ecb_datatype_Float64_iv_None_aad_None = r"""'75FE6B4A722A31D7760680CC1B9F131D'"""
+
+example_mode_aes_128_ecb_datatype_Decimal32_iv_None_aad_None = r"""'83BBD7CCE7E5A38071653870475D48D2'"""
+
+example_mode_aes_128_ecb_datatype_Decimal64_iv_None_aad_None = r"""'BE0DD9302B2952CE9CC3721DD85C8E66'"""
+
+example_mode_aes_128_ecb_datatype_Decimal128_iv_None_aad_None = r"""'5F3DBFA74809E45E03980357B26787AFF30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_UUID_iv_None_aad_None = r"""'FF9161B222B4A67481271035745F06D9F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_Date_iv_None_aad_None = r"""'1E4FBE33752D96D147E890C29A409BFE'"""
+
+example_mode_aes_128_ecb_datatype_DateTime_iv_None_aad_None = r"""'384F3D97B78D52C73CD06C0E1B6DE399'"""
+
+example_mode_aes_128_ecb_datatype_DateTime64_iv_None_aad_None = r"""'C7F50A2D0175F3ED280AD42FF01FF5F2'"""
+
+example_mode_aes_128_ecb_datatype_LowCardinality_iv_None_aad_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_ecb_datatype_Array_iv_None_aad_None = r"""'D9152D05CFA9E162983A5A2E883109B4'"""
+
+example_mode_aes_128_ecb_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_ecb_datatype_IPv4_iv_None_aad_None = r"""'4F32782638C1F33C6A7202CA83F0C12C'"""
+
+example_mode_aes_128_ecb_datatype_IPv6_iv_None_aad_None = r"""'F54700FF04ADAD342BA6830DB12AD7E9F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_Enum8_iv_None_aad_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_ecb_datatype_Enum16_iv_None_aad_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_192_ecb_datatype_String_iv_None_aad_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_ecb_datatype_FixedString_iv_None_aad_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_ecb_datatype_UInt8_iv_None_aad_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_ecb_datatype_UInt16_iv_None_aad_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_ecb_datatype_UInt32_iv_None_aad_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_ecb_datatype_UInt64_iv_None_aad_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_ecb_datatype_Int8_iv_None_aad_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_ecb_datatype_Int16_iv_None_aad_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_ecb_datatype_Int32_iv_None_aad_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_ecb_datatype_Int64_iv_None_aad_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_ecb_datatype_Float32_iv_None_aad_None = r"""'4E0C122631ED64EAD726833291A81878'"""
+
+example_mode_aes_192_ecb_datatype_Float64_iv_None_aad_None = r"""'3F723599278E22E4692CE7D7D5F9A12F'"""
+
+example_mode_aes_192_ecb_datatype_Decimal32_iv_None_aad_None = r"""'2420D49DBAA5CEF7D853C98DA1BD33BF'"""
+
+example_mode_aes_192_ecb_datatype_Decimal64_iv_None_aad_None = r"""'FDF594113FCC2776653ED109A51FADF1'"""
+
+example_mode_aes_192_ecb_datatype_Decimal128_iv_None_aad_None = r"""'79207931793E374FB5A3A2AC1ECA857AD8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_UUID_iv_None_aad_None = r"""'9FDB738E78D0D2F774C484ED82A854E4D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_Date_iv_None_aad_None = r"""'2CDD4685168FA3E2A7FA2092E86F44D4'"""
+
+example_mode_aes_192_ecb_datatype_DateTime_iv_None_aad_None = r"""'A4BEE097872E44FAD94D6707D6643DF5'"""
+
+example_mode_aes_192_ecb_datatype_DateTime64_iv_None_aad_None = r"""'1798B23C09F783623943560DF142E0F3'"""
+
+example_mode_aes_192_ecb_datatype_LowCardinality_iv_None_aad_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_ecb_datatype_Array_iv_None_aad_None = r"""'7C0B9021CAF2CBBB06DBF589740DCC65'"""
+
+example_mode_aes_192_ecb_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_ecb_datatype_IPv4_iv_None_aad_None = r"""'B20465C932A0719BA04E2F76371510D8'"""
+
+example_mode_aes_192_ecb_datatype_IPv6_iv_None_aad_None = r"""'CCCDC9B9C3F182254591DFEDDCE9F232D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_Enum8_iv_None_aad_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_ecb_datatype_Enum16_iv_None_aad_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_256_ecb_datatype_String_iv_None_aad_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_ecb_datatype_FixedString_iv_None_aad_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_ecb_datatype_UInt8_iv_None_aad_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_ecb_datatype_UInt16_iv_None_aad_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_ecb_datatype_UInt32_iv_None_aad_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_ecb_datatype_UInt64_iv_None_aad_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_ecb_datatype_Int8_iv_None_aad_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_ecb_datatype_Int16_iv_None_aad_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_ecb_datatype_Int32_iv_None_aad_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_ecb_datatype_Int64_iv_None_aad_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_ecb_datatype_Float32_iv_None_aad_None = r"""'A11ED1B75CF1C04C6CA3A31E76627D4C'"""
+
+example_mode_aes_256_ecb_datatype_Float64_iv_None_aad_None = r"""'464C85EB7DB36D95CF48A3431CC7B2BC'"""
+
+example_mode_aes_256_ecb_datatype_Decimal32_iv_None_aad_None = r"""'988C793BD81036C1D05EC47F43851269'"""
+
+example_mode_aes_256_ecb_datatype_Decimal64_iv_None_aad_None = r"""'50FFB9C104DBFF3F415F12BA73D6FF1C'"""
+
+example_mode_aes_256_ecb_datatype_Decimal128_iv_None_aad_None = r"""'B04C40C085A262E3AA27F8E7F6831DCB217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_UUID_iv_None_aad_None = r"""'6A36D74ACB38B95FA77BC757A7AB2C34217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_Date_iv_None_aad_None = r"""'F1CFA361A9B08FC101F3A4707A3E04D2'"""
+
+example_mode_aes_256_ecb_datatype_DateTime_iv_None_aad_None = r"""'D58178485CD1AE1C30F68383307B8BC5'"""
+
+example_mode_aes_256_ecb_datatype_DateTime64_iv_None_aad_None = r"""'A19B65BCB740B2AF4D421CE1DEC43608'"""
+
+example_mode_aes_256_ecb_datatype_LowCardinality_iv_None_aad_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_ecb_datatype_Array_iv_None_aad_None = r"""'C4071E4FD44F004347EA9932326B7038'"""
+
+example_mode_aes_256_ecb_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_ecb_datatype_IPv4_iv_None_aad_None = r"""'6C7950041CB4041D4D8036FCD22E3B06'"""
+
+example_mode_aes_256_ecb_datatype_IPv6_iv_None_aad_None = r"""'8CBF2DC164F4086B8DD14B75E3065621217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_Enum8_iv_None_aad_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_ecb_datatype_Enum16_iv_None_aad_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_128_cbc_datatype_String_iv_None_aad_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_cbc_datatype_FixedString_iv_None_aad_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_cbc_datatype_UInt8_iv_None_aad_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_cbc_datatype_UInt16_iv_None_aad_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_cbc_datatype_UInt32_iv_None_aad_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_cbc_datatype_UInt64_iv_None_aad_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_cbc_datatype_Int8_iv_None_aad_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_cbc_datatype_Int16_iv_None_aad_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_cbc_datatype_Int32_iv_None_aad_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_cbc_datatype_Int64_iv_None_aad_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_cbc_datatype_Float32_iv_None_aad_None = r"""'FF4D70D9A1050E6BBDD0325FC45CC22D'"""
+
+example_mode_aes_128_cbc_datatype_Float64_iv_None_aad_None = r"""'75FE6B4A722A31D7760680CC1B9F131D'"""
+
+example_mode_aes_128_cbc_datatype_Decimal32_iv_None_aad_None = r"""'83BBD7CCE7E5A38071653870475D48D2'"""
+
+example_mode_aes_128_cbc_datatype_Decimal64_iv_None_aad_None = r"""'BE0DD9302B2952CE9CC3721DD85C8E66'"""
+
+example_mode_aes_128_cbc_datatype_Decimal128_iv_None_aad_None = r"""'5F3DBFA74809E45E03980357B26787AF0D55B905F5525D3F5916FF811D8A6E7E'"""
+
+example_mode_aes_128_cbc_datatype_UUID_iv_None_aad_None = r"""'FF9161B222B4A67481271035745F06D991B6833DF67CBA9BC6E1AAEADBE363BB'"""
+
+example_mode_aes_128_cbc_datatype_Date_iv_None_aad_None = r"""'1E4FBE33752D96D147E890C29A409BFE'"""
+
+example_mode_aes_128_cbc_datatype_DateTime_iv_None_aad_None = r"""'384F3D97B78D52C73CD06C0E1B6DE399'"""
+
+example_mode_aes_128_cbc_datatype_DateTime64_iv_None_aad_None = r"""'C7F50A2D0175F3ED280AD42FF01FF5F2'"""
+
+example_mode_aes_128_cbc_datatype_LowCardinality_iv_None_aad_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_cbc_datatype_Array_iv_None_aad_None = r"""'D9152D05CFA9E162983A5A2E883109B4'"""
+
+example_mode_aes_128_cbc_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cbc_datatype_IPv4_iv_None_aad_None = r"""'4F32782638C1F33C6A7202CA83F0C12C'"""
+
+example_mode_aes_128_cbc_datatype_IPv6_iv_None_aad_None = r"""'F54700FF04ADAD342BA6830DB12AD7E9B1B4BE8B15BAE0B2C9196D69E3D53C6C'"""
+
+example_mode_aes_128_cbc_datatype_Enum8_iv_None_aad_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_cbc_datatype_Enum16_iv_None_aad_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_192_cbc_datatype_String_iv_None_aad_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_cbc_datatype_FixedString_iv_None_aad_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_cbc_datatype_UInt8_iv_None_aad_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_cbc_datatype_UInt16_iv_None_aad_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_cbc_datatype_UInt32_iv_None_aad_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_cbc_datatype_UInt64_iv_None_aad_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_cbc_datatype_Int8_iv_None_aad_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_cbc_datatype_Int16_iv_None_aad_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_cbc_datatype_Int32_iv_None_aad_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_cbc_datatype_Int64_iv_None_aad_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_cbc_datatype_Float32_iv_None_aad_None = r"""'4E0C122631ED64EAD726833291A81878'"""
+
+example_mode_aes_192_cbc_datatype_Float64_iv_None_aad_None = r"""'3F723599278E22E4692CE7D7D5F9A12F'"""
+
+example_mode_aes_192_cbc_datatype_Decimal32_iv_None_aad_None = r"""'2420D49DBAA5CEF7D853C98DA1BD33BF'"""
+
+example_mode_aes_192_cbc_datatype_Decimal64_iv_None_aad_None = r"""'FDF594113FCC2776653ED109A51FADF1'"""
+
+example_mode_aes_192_cbc_datatype_Decimal128_iv_None_aad_None = r"""'79207931793E374FB5A3A2AC1ECA857A583603B3047000A843425EECA4C35311'"""
+
+example_mode_aes_192_cbc_datatype_UUID_iv_None_aad_None = r"""'9FDB738E78D0D2F774C484ED82A854E46B580C61DBE08478DC523DA6AD605078'"""
+
+example_mode_aes_192_cbc_datatype_Date_iv_None_aad_None = r"""'2CDD4685168FA3E2A7FA2092E86F44D4'"""
+
+example_mode_aes_192_cbc_datatype_DateTime_iv_None_aad_None = r"""'A4BEE097872E44FAD94D6707D6643DF5'"""
+
+example_mode_aes_192_cbc_datatype_DateTime64_iv_None_aad_None = r"""'1798B23C09F783623943560DF142E0F3'"""
+
+example_mode_aes_192_cbc_datatype_LowCardinality_iv_None_aad_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_cbc_datatype_Array_iv_None_aad_None = r"""'7C0B9021CAF2CBBB06DBF589740DCC65'"""
+
+example_mode_aes_192_cbc_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cbc_datatype_IPv4_iv_None_aad_None = r"""'B20465C932A0719BA04E2F76371510D8'"""
+
+example_mode_aes_192_cbc_datatype_IPv6_iv_None_aad_None = r"""'CCCDC9B9C3F182254591DFEDDCE9F2326879326F3973401A6293A92BCB8EDFC4'"""
+
+example_mode_aes_192_cbc_datatype_Enum8_iv_None_aad_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_cbc_datatype_Enum16_iv_None_aad_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_256_cbc_datatype_String_iv_None_aad_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_cbc_datatype_FixedString_iv_None_aad_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_cbc_datatype_UInt8_iv_None_aad_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_cbc_datatype_UInt16_iv_None_aad_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_cbc_datatype_UInt32_iv_None_aad_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_cbc_datatype_UInt64_iv_None_aad_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_cbc_datatype_Int8_iv_None_aad_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_cbc_datatype_Int16_iv_None_aad_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_cbc_datatype_Int32_iv_None_aad_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_cbc_datatype_Int64_iv_None_aad_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_cbc_datatype_Float32_iv_None_aad_None = r"""'A11ED1B75CF1C04C6CA3A31E76627D4C'"""
+
+example_mode_aes_256_cbc_datatype_Float64_iv_None_aad_None = r"""'464C85EB7DB36D95CF48A3431CC7B2BC'"""
+
+example_mode_aes_256_cbc_datatype_Decimal32_iv_None_aad_None = r"""'988C793BD81036C1D05EC47F43851269'"""
+
+example_mode_aes_256_cbc_datatype_Decimal64_iv_None_aad_None = r"""'50FFB9C104DBFF3F415F12BA73D6FF1C'"""
+
+example_mode_aes_256_cbc_datatype_Decimal128_iv_None_aad_None = r"""'B04C40C085A262E3AA27F8E7F6831DCB36585C228B0286E7A8D8DBAF754C4C38'"""
+
+example_mode_aes_256_cbc_datatype_UUID_iv_None_aad_None = r"""'6A36D74ACB38B95FA77BC757A7AB2C3428548E6132D69A22B320775A21ABA11F'"""
+
+example_mode_aes_256_cbc_datatype_Date_iv_None_aad_None = r"""'F1CFA361A9B08FC101F3A4707A3E04D2'"""
+
+example_mode_aes_256_cbc_datatype_DateTime_iv_None_aad_None = r"""'D58178485CD1AE1C30F68383307B8BC5'"""
+
+example_mode_aes_256_cbc_datatype_DateTime64_iv_None_aad_None = r"""'A19B65BCB740B2AF4D421CE1DEC43608'"""
+
+example_mode_aes_256_cbc_datatype_LowCardinality_iv_None_aad_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_cbc_datatype_Array_iv_None_aad_None = r"""'C4071E4FD44F004347EA9932326B7038'"""
+
+example_mode_aes_256_cbc_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cbc_datatype_IPv4_iv_None_aad_None = r"""'6C7950041CB4041D4D8036FCD22E3B06'"""
+
+example_mode_aes_256_cbc_datatype_IPv6_iv_None_aad_None = r"""'8CBF2DC164F4086B8DD14B75E3065621393DE8421BAA5AE5E87096AEA7087507'"""
+
+example_mode_aes_256_cbc_datatype_Enum8_iv_None_aad_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_cbc_datatype_Enum16_iv_None_aad_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_128_cbc_datatype_String_iv_16_aad_None = r"""'D017D171B3865D6EA347E14167261F41'"""
+
+example_mode_aes_128_cbc_datatype_FixedString_iv_16_aad_None = r"""'D017D171B3865D6EA347E14167261F41'"""
+
+example_mode_aes_128_cbc_datatype_UInt8_iv_16_aad_None = r"""'A5BD67663C14A01DC9AB3B5F7B0F9383'"""
+
+example_mode_aes_128_cbc_datatype_UInt16_iv_16_aad_None = r"""'02D98283BEADCA1AC6EF925F9BF86960'"""
+
+example_mode_aes_128_cbc_datatype_UInt32_iv_16_aad_None = r"""'E72BD2245C3B2B7474300D09DBD85F3F'"""
+
+example_mode_aes_128_cbc_datatype_UInt64_iv_16_aad_None = r"""'C9032C59328DEA2EE03ACDBEDFAE7475'"""
+
+example_mode_aes_128_cbc_datatype_Int8_iv_16_aad_None = r"""'A5BD67663C14A01DC9AB3B5F7B0F9383'"""
+
+example_mode_aes_128_cbc_datatype_Int16_iv_16_aad_None = r"""'02D98283BEADCA1AC6EF925F9BF86960'"""
+
+example_mode_aes_128_cbc_datatype_Int32_iv_16_aad_None = r"""'E72BD2245C3B2B7474300D09DBD85F3F'"""
+
+example_mode_aes_128_cbc_datatype_Int64_iv_16_aad_None = r"""'C9032C59328DEA2EE03ACDBEDFAE7475'"""
+
+example_mode_aes_128_cbc_datatype_Float32_iv_16_aad_None = r"""'A5425BDEB6B83E311C45249DAF3153F5'"""
+
+example_mode_aes_128_cbc_datatype_Float64_iv_16_aad_None = r"""'EEDA98EC4045C7D351F3905313073B79'"""
+
+example_mode_aes_128_cbc_datatype_Decimal32_iv_16_aad_None = r"""'52EBB74292ECD37A29E9809166CC77DB'"""
+
+example_mode_aes_128_cbc_datatype_Decimal64_iv_16_aad_None = r"""'95EF455767EC8FBD32BAAEFFB44FEEB7'"""
+
+example_mode_aes_128_cbc_datatype_Decimal128_iv_16_aad_None = r"""'94C066884FA09B0D3C750F20A2823304A2FE20B6B69AB18373E3F58623E0D7FB'"""
+
+example_mode_aes_128_cbc_datatype_UUID_iv_16_aad_None = r"""'1D909C15BB882E89AD68B1EFEAC72148DCD05E2303B6BE19007A945AFB778B42'"""
+
+example_mode_aes_128_cbc_datatype_Date_iv_16_aad_None = r"""'24A4F8CE8A9FAE48A0AFEB8A6203EFEA'"""
+
+example_mode_aes_128_cbc_datatype_DateTime_iv_16_aad_None = r"""'0DD5554819E3995B1B6B00362AEE9424'"""
+
+example_mode_aes_128_cbc_datatype_DateTime64_iv_16_aad_None = r"""'0E55319903957C9D1FDA4FB65C3871CB'"""
+
+example_mode_aes_128_cbc_datatype_LowCardinality_iv_16_aad_None = r"""'D017D171B3865D6EA347E14167261F41'"""
+
+example_mode_aes_128_cbc_datatype_Array_iv_16_aad_None = r"""'D53C82A5D13256B88DF41C1C1D924E40'"""
+
+example_mode_aes_128_cbc_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cbc_datatype_IPv4_iv_16_aad_None = r"""'C0D81AAB3134EAB5B1F190958C6A29F9'"""
+
+example_mode_aes_128_cbc_datatype_IPv6_iv_16_aad_None = r"""'AE1A36F75C9BB387121445069A9968CA247FA4459ED3C8809089FEE334EB1EC7'"""
+
+example_mode_aes_128_cbc_datatype_Enum8_iv_16_aad_None = r"""'A5BD67663C14A01DC9AB3B5F7B0F9383'"""
+
+example_mode_aes_128_cbc_datatype_Enum16_iv_16_aad_None = r"""'02D98283BEADCA1AC6EF925F9BF86960'"""
+
+example_mode_aes_192_cbc_datatype_String_iv_16_aad_None = r"""'A3DB45D129A5C9FDB5ED66E782B28BD2'"""
+
+example_mode_aes_192_cbc_datatype_FixedString_iv_16_aad_None = r"""'A3DB45D129A5C9FDB5ED66E782B28BD2'"""
+
+example_mode_aes_192_cbc_datatype_UInt8_iv_16_aad_None = r"""'F2A751470B32C58822F23B1417C11279'"""
+
+example_mode_aes_192_cbc_datatype_UInt16_iv_16_aad_None = r"""'CA1ECFEA89CF520D8FA14A38235E5FA5'"""
+
+example_mode_aes_192_cbc_datatype_UInt32_iv_16_aad_None = r"""'57F211370522621F23B59C8304878904'"""
+
+example_mode_aes_192_cbc_datatype_UInt64_iv_16_aad_None = r"""'DCF974CD88752B215284625F9164F5D4'"""
+
+example_mode_aes_192_cbc_datatype_Int8_iv_16_aad_None = r"""'F2A751470B32C58822F23B1417C11279'"""
+
+example_mode_aes_192_cbc_datatype_Int16_iv_16_aad_None = r"""'CA1ECFEA89CF520D8FA14A38235E5FA5'"""
+
+example_mode_aes_192_cbc_datatype_Int32_iv_16_aad_None = r"""'57F211370522621F23B59C8304878904'"""
+
+example_mode_aes_192_cbc_datatype_Int64_iv_16_aad_None = r"""'DCF974CD88752B215284625F9164F5D4'"""
+
+example_mode_aes_192_cbc_datatype_Float32_iv_16_aad_None = r"""'62EBE4FD1035D405BBD6C41436780E13'"""
+
+example_mode_aes_192_cbc_datatype_Float64_iv_16_aad_None = r"""'5706FC9892A4C1AB48FC93E13C9C72FE'"""
+
+example_mode_aes_192_cbc_datatype_Decimal32_iv_16_aad_None = r"""'BB056843D369A5E55982C92AD52EEC07'"""
+
+example_mode_aes_192_cbc_datatype_Decimal64_iv_16_aad_None = r"""'70ACD4156F9AC1444A75EFCB9202CA00'"""
+
+example_mode_aes_192_cbc_datatype_Decimal128_iv_16_aad_None = r"""'04748A45840A0CAAC83F139DB01C504B01FC56631A8B2FFBE68F2FC85B6FEEDE'"""
+
+example_mode_aes_192_cbc_datatype_UUID_iv_16_aad_None = r"""'D7B2ABC08F67823F61C3E8F680C12B3A8AA3E3711D412CB55ACFBC89C14949A8'"""
+
+example_mode_aes_192_cbc_datatype_Date_iv_16_aad_None = r"""'734BBE526E56B280E90E53DDEA7DB69B'"""
+
+example_mode_aes_192_cbc_datatype_DateTime_iv_16_aad_None = r"""'9B9BE7CC20F75DA3F39F688DE3A1ADAA'"""
+
+example_mode_aes_192_cbc_datatype_DateTime64_iv_16_aad_None = r"""'554FCAAF985378A561F7C6ED91E20C89'"""
+
+example_mode_aes_192_cbc_datatype_LowCardinality_iv_16_aad_None = r"""'A3DB45D129A5C9FDB5ED66E782B28BD2'"""
+
+example_mode_aes_192_cbc_datatype_Array_iv_16_aad_None = r"""'D85AF1078F110329896EFC462340171E'"""
+
+example_mode_aes_192_cbc_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cbc_datatype_IPv4_iv_16_aad_None = r"""'6AF45078B1E924B6C107D4C0236EA937'"""
+
+example_mode_aes_192_cbc_datatype_IPv6_iv_16_aad_None = r"""'9E4F8E54B265A340090DC7FE4F53BB50048442F5632A7B1630AE80DFD938E9AA'"""
+
+example_mode_aes_192_cbc_datatype_Enum8_iv_16_aad_None = r"""'F2A751470B32C58822F23B1417C11279'"""
+
+example_mode_aes_192_cbc_datatype_Enum16_iv_16_aad_None = r"""'CA1ECFEA89CF520D8FA14A38235E5FA5'"""
+
+example_mode_aes_256_cbc_datatype_String_iv_16_aad_None = r"""'5E22454D9AC4F1A47B04E2FD98A76140'"""
+
+example_mode_aes_256_cbc_datatype_FixedString_iv_16_aad_None = r"""'5E22454D9AC4F1A47B04E2FD98A76140'"""
+
+example_mode_aes_256_cbc_datatype_UInt8_iv_16_aad_None = r"""'FE35EEF14D6AA67AA2EBA474253CA19A'"""
+
+example_mode_aes_256_cbc_datatype_UInt16_iv_16_aad_None = r"""'2D22C6B58140E591BEF7986C7770FF21'"""
+
+example_mode_aes_256_cbc_datatype_UInt32_iv_16_aad_None = r"""'4EB4923E19AA24206B135D5B25CB31AB'"""
+
+example_mode_aes_256_cbc_datatype_UInt64_iv_16_aad_None = r"""'173B7CAFFCBED9B814C0ECD50A9477F6'"""
+
+example_mode_aes_256_cbc_datatype_Int8_iv_16_aad_None = r"""'FE35EEF14D6AA67AA2EBA474253CA19A'"""
+
+example_mode_aes_256_cbc_datatype_Int16_iv_16_aad_None = r"""'2D22C6B58140E591BEF7986C7770FF21'"""
+
+example_mode_aes_256_cbc_datatype_Int32_iv_16_aad_None = r"""'4EB4923E19AA24206B135D5B25CB31AB'"""
+
+example_mode_aes_256_cbc_datatype_Int64_iv_16_aad_None = r"""'173B7CAFFCBED9B814C0ECD50A9477F6'"""
+
+example_mode_aes_256_cbc_datatype_Float32_iv_16_aad_None = r"""'E639AA3E45D8C2759181FD736CD58EDC'"""
+
+example_mode_aes_256_cbc_datatype_Float64_iv_16_aad_None = r"""'CFEF3FDC054997559DF5DCFB5F215B58'"""
+
+example_mode_aes_256_cbc_datatype_Decimal32_iv_16_aad_None = r"""'E2F57A092A1759D39F4AE67C9543FAB8'"""
+
+example_mode_aes_256_cbc_datatype_Decimal64_iv_16_aad_None = r"""'6259A2CFD3D83352A44C03DB050077B3'"""
+
+example_mode_aes_256_cbc_datatype_Decimal128_iv_16_aad_None = r"""'AEC71CA2D87098392689F9EB2ED93A84FA5787E643E28CB3C2013F8FCC24E387'"""
+
+example_mode_aes_256_cbc_datatype_UUID_iv_16_aad_None = r"""'88BA86B14A468DC92084B7152B172E142D88CBFB639A8FF2F480F1727972251C'"""
+
+example_mode_aes_256_cbc_datatype_Date_iv_16_aad_None = r"""'C67C84B1C6BF4527A7E730499FF39C86'"""
+
+example_mode_aes_256_cbc_datatype_DateTime_iv_16_aad_None = r"""'7FDC1B0797A5F3C04CDA82729A1EA4AA'"""
+
+example_mode_aes_256_cbc_datatype_DateTime64_iv_16_aad_None = r"""'B1B7401FB2B65BCB3448C1BE179F6AA6'"""
+
+example_mode_aes_256_cbc_datatype_LowCardinality_iv_16_aad_None = r"""'5E22454D9AC4F1A47B04E2FD98A76140'"""
+
+example_mode_aes_256_cbc_datatype_Array_iv_16_aad_None = r"""'6BB1E8429CC612B0AA74282B81D4FE8A'"""
+
+example_mode_aes_256_cbc_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cbc_datatype_IPv4_iv_16_aad_None = r"""'51364C8DC6882CA1F03CF7FB45117EEF'"""
+
+example_mode_aes_256_cbc_datatype_IPv6_iv_16_aad_None = r"""'87A1C4D4672EFE64DC98E040EAD6B3126C899C263577B3D8EE8A3952BE5CDC1B'"""
+
+example_mode_aes_256_cbc_datatype_Enum8_iv_16_aad_None = r"""'FE35EEF14D6AA67AA2EBA474253CA19A'"""
+
+example_mode_aes_256_cbc_datatype_Enum16_iv_16_aad_None = r"""'2D22C6B58140E591BEF7986C7770FF21'"""
+
+example_mode_aes_128_cfb1_datatype_String_iv_None_aad_None = r"""'32'"""
+
+example_mode_aes_128_cfb1_datatype_FixedString_iv_None_aad_None = r"""'32'"""
+
+example_mode_aes_128_cfb1_datatype_UInt8_iv_None_aad_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_UInt16_iv_None_aad_None = r"""'0173'"""
+
+example_mode_aes_128_cfb1_datatype_UInt32_iv_None_aad_None = r"""'01732E6B'"""
+
+example_mode_aes_128_cfb1_datatype_UInt64_iv_None_aad_None = r"""'01732E6B82FCBDF6'"""
+
+example_mode_aes_128_cfb1_datatype_Int8_iv_None_aad_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Int16_iv_None_aad_None = r"""'0173'"""
+
+example_mode_aes_128_cfb1_datatype_Int32_iv_None_aad_None = r"""'01732E6B'"""
+
+example_mode_aes_128_cfb1_datatype_Int64_iv_None_aad_None = r"""'01732E6B82FCBDF6'"""
+
+example_mode_aes_128_cfb1_datatype_Float32_iv_None_aad_None = r"""'0000B9AB'"""
+
+example_mode_aes_128_cfb1_datatype_Float64_iv_None_aad_None = r"""'000000000000FFF6'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal32_iv_None_aad_None = r"""'2E09CA6A'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal64_iv_None_aad_None = r"""'2E09CA6A6DBEE799'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal128_iv_None_aad_None = r"""'2E09CA6A6DBEE79923BA65C6B78FD199'"""
+
+example_mode_aes_128_cfb1_datatype_UUID_iv_None_aad_None = r"""'E590DFB515D3A518F85C66A6A5EC9C6E'"""
+
+example_mode_aes_128_cfb1_datatype_Date_iv_None_aad_None = r"""'42F0'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime_iv_None_aad_None = r"""'5475EC3D'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime64_iv_None_aad_None = r"""'21CDF1128AE44A37'"""
+
+example_mode_aes_128_cfb1_datatype_LowCardinality_iv_None_aad_None = r"""'32'"""
+
+example_mode_aes_128_cfb1_datatype_Array_iv_None_aad_None = r"""'0170'"""
+
+example_mode_aes_128_cfb1_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb1_datatype_IPv4_iv_None_aad_None = r"""'240A9E43'"""
+
+example_mode_aes_128_cfb1_datatype_IPv6_iv_None_aad_None = r"""'2E642EF4B07D9B1251BE3B3CBDBCC6F6'"""
+
+example_mode_aes_128_cfb1_datatype_Enum8_iv_None_aad_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Enum16_iv_None_aad_None = r"""'0173'"""
+
+example_mode_aes_192_cfb1_datatype_String_iv_None_aad_None = r"""'23'"""
+
+example_mode_aes_192_cfb1_datatype_FixedString_iv_None_aad_None = r"""'23'"""
+
+example_mode_aes_192_cfb1_datatype_UInt8_iv_None_aad_None = r"""'01'"""
+
+example_mode_aes_192_cfb1_datatype_UInt16_iv_None_aad_None = r"""'01F9'"""
+
+example_mode_aes_192_cfb1_datatype_UInt32_iv_None_aad_None = r"""'01F92AD3'"""
+
+example_mode_aes_192_cfb1_datatype_UInt64_iv_None_aad_None = r"""'01F92AD38CB10028'"""
+
+example_mode_aes_192_cfb1_datatype_Int8_iv_None_aad_None = r"""'01'"""
+
+example_mode_aes_192_cfb1_datatype_Int16_iv_None_aad_None = r"""'01F9'"""
+
+example_mode_aes_192_cfb1_datatype_Int32_iv_None_aad_None = r"""'01F92AD3'"""
+
+example_mode_aes_192_cfb1_datatype_Int64_iv_None_aad_None = r"""'01F92AD38CB10028'"""
+
+example_mode_aes_192_cfb1_datatype_Float32_iv_None_aad_None = r"""'0000FCAE'"""
+
+example_mode_aes_192_cfb1_datatype_Float64_iv_None_aad_None = r"""'000000000000A79C'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal32_iv_None_aad_None = r"""'3F406C3F'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal64_iv_None_aad_None = r"""'3F406C3F3A41B134'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal128_iv_None_aad_None = r"""'3F406C3F3A41B134310D6B68BEBC5708'"""
+
+example_mode_aes_192_cfb1_datatype_UUID_iv_None_aad_None = r"""'B7F80F1BDCA1C4193E5AB11078FEA213'"""
+
+example_mode_aes_192_cfb1_datatype_Date_iv_None_aad_None = r"""'6FF6'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime_iv_None_aad_None = r"""'7013E555'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime64_iv_None_aad_None = r"""'371AF0291536F5B7'"""
+
+example_mode_aes_192_cfb1_datatype_LowCardinality_iv_None_aad_None = r"""'23'"""
+
+example_mode_aes_192_cfb1_datatype_Array_iv_None_aad_None = r"""'01FA'"""
+
+example_mode_aes_192_cfb1_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb1_datatype_IPv4_iv_None_aad_None = r"""'33895F70'"""
+
+example_mode_aes_192_cfb1_datatype_IPv6_iv_None_aad_None = r"""'3F24552946522B931290F904186B055A'"""
+
+example_mode_aes_192_cfb1_datatype_Enum8_iv_None_aad_None = r"""'01'"""
+
+example_mode_aes_192_cfb1_datatype_Enum16_iv_None_aad_None = r"""'01F9'"""
+
+example_mode_aes_256_cfb1_datatype_String_iv_None_aad_None = r"""'9E'"""
+
+example_mode_aes_256_cfb1_datatype_FixedString_iv_None_aad_None = r"""'9E'"""
+
+example_mode_aes_256_cfb1_datatype_UInt8_iv_None_aad_None = r"""'B9'"""
+
+example_mode_aes_256_cfb1_datatype_UInt16_iv_None_aad_None = r"""'B9ED'"""
+
+example_mode_aes_256_cfb1_datatype_UInt32_iv_None_aad_None = r"""'B9ED4764'"""
+
+example_mode_aes_256_cfb1_datatype_UInt64_iv_None_aad_None = r"""'B9ED4764E7BF3C1C'"""
+
+example_mode_aes_256_cfb1_datatype_Int8_iv_None_aad_None = r"""'B9'"""
+
+example_mode_aes_256_cfb1_datatype_Int16_iv_None_aad_None = r"""'B9ED'"""
+
+example_mode_aes_256_cfb1_datatype_Int32_iv_None_aad_None = r"""'B9ED4764'"""
+
+example_mode_aes_256_cfb1_datatype_Int64_iv_None_aad_None = r"""'B9ED4764E7BF3C1C'"""
+
+example_mode_aes_256_cfb1_datatype_Float32_iv_None_aad_None = r"""'B85F0E63'"""
+
+example_mode_aes_256_cfb1_datatype_Float64_iv_None_aad_None = r"""'B85FDB5A8FE0C0BB'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal32_iv_None_aad_None = r"""'891B85B3'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal64_iv_None_aad_None = r"""'891B85B3C1BA6EE1'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal128_iv_None_aad_None = r"""'891B85B3C1BA6EE137EF658F618D1F3F'"""
+
+example_mode_aes_256_cfb1_datatype_UUID_iv_None_aad_None = r"""'121B5EE9929417BC1CDBDB390BC93B4A'"""
+
+example_mode_aes_256_cfb1_datatype_Date_iv_None_aad_None = r"""'D40F'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime_iv_None_aad_None = r"""'CF27297C'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime64_iv_None_aad_None = r"""'8773F350CD394D36'"""
+
+example_mode_aes_256_cfb1_datatype_LowCardinality_iv_None_aad_None = r"""'9E'"""
+
+example_mode_aes_256_cfb1_datatype_Array_iv_None_aad_None = r"""'B9EE'"""
+
+example_mode_aes_256_cfb1_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb1_datatype_IPv4_iv_None_aad_None = r"""'8383FD3C'"""
+
+example_mode_aes_256_cfb1_datatype_IPv6_iv_None_aad_None = r"""'897A84A02FD451D3DDB92FF290BF9B7C'"""
+
+example_mode_aes_256_cfb1_datatype_Enum8_iv_None_aad_None = r"""'B9'"""
+
+example_mode_aes_256_cfb1_datatype_Enum16_iv_None_aad_None = r"""'B9ED'"""
+
+example_mode_aes_128_cfb1_datatype_String_iv_16_aad_None = r"""'37'"""
+
+example_mode_aes_128_cfb1_datatype_FixedString_iv_16_aad_None = r"""'37'"""
+
+example_mode_aes_128_cfb1_datatype_UInt8_iv_16_aad_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_UInt16_iv_16_aad_None = r"""'0188'"""
+
+example_mode_aes_128_cfb1_datatype_UInt32_iv_16_aad_None = r"""'01882D46'"""
+
+example_mode_aes_128_cfb1_datatype_UInt64_iv_16_aad_None = r"""'01882D46FCCCD695'"""
+
+example_mode_aes_128_cfb1_datatype_Int8_iv_16_aad_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Int16_iv_16_aad_None = r"""'0188'"""
+
+example_mode_aes_128_cfb1_datatype_Int32_iv_16_aad_None = r"""'01882D46'"""
+
+example_mode_aes_128_cfb1_datatype_Int64_iv_16_aad_None = r"""'01882D46FCCCD695'"""
+
+example_mode_aes_128_cfb1_datatype_Float32_iv_16_aad_None = r"""'00B931F2'"""
+
+example_mode_aes_128_cfb1_datatype_Float64_iv_16_aad_None = r"""'00B99AAE199C3C93'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal32_iv_16_aad_None = r"""'2D557511'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal64_iv_16_aad_None = r"""'2D557511511F90FB'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal128_iv_16_aad_None = r"""'2D557511511F90FBC464352E8A02FC51'"""
+
+example_mode_aes_128_cfb1_datatype_UUID_iv_16_aad_None = r"""'8AE269086C72AD682EB92ABA6CA58E49'"""
+
+example_mode_aes_128_cfb1_datatype_Date_iv_16_aad_None = r"""'5FC9'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime_iv_16_aad_None = r"""'42970865'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime64_iv_16_aad_None = r"""'20B310A2F7EF8460'"""
+
+example_mode_aes_128_cfb1_datatype_LowCardinality_iv_16_aad_None = r"""'37'"""
+
+example_mode_aes_128_cfb1_datatype_Array_iv_16_aad_None = r"""'018A'"""
+
+example_mode_aes_128_cfb1_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb1_datatype_IPv4_iv_16_aad_None = r"""'27476DAF'"""
+
+example_mode_aes_128_cfb1_datatype_IPv6_iv_16_aad_None = r"""'2D311FBDC0A5C652AAD863398F94C5C3'"""
+
+example_mode_aes_128_cfb1_datatype_Enum8_iv_16_aad_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Enum16_iv_16_aad_None = r"""'0188'"""
+
+example_mode_aes_192_cfb1_datatype_String_iv_16_aad_None = r"""'38'"""
+
+example_mode_aes_192_cfb1_datatype_FixedString_iv_16_aad_None = r"""'38'"""
+
+example_mode_aes_192_cfb1_datatype_UInt8_iv_16_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb1_datatype_UInt16_iv_16_aad_None = r"""'069E'"""
+
+example_mode_aes_192_cfb1_datatype_UInt32_iv_16_aad_None = r"""'069E2E37'"""
+
+example_mode_aes_192_cfb1_datatype_UInt64_iv_16_aad_None = r"""'069E2E370A6D9872'"""
+
+example_mode_aes_192_cfb1_datatype_Int8_iv_16_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb1_datatype_Int16_iv_16_aad_None = r"""'069E'"""
+
+example_mode_aes_192_cfb1_datatype_Int32_iv_16_aad_None = r"""'069E2E37'"""
+
+example_mode_aes_192_cfb1_datatype_Int64_iv_16_aad_None = r"""'069E2E370A6D9872'"""
+
+example_mode_aes_192_cfb1_datatype_Float32_iv_16_aad_None = r"""'07955BCF'"""
+
+example_mode_aes_192_cfb1_datatype_Float64_iv_16_aad_None = r"""'0795A57CA222A36E'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal32_iv_16_aad_None = r"""'2A15BB86'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal64_iv_16_aad_None = r"""'2A15BB86FB961E7D'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal128_iv_16_aad_None = r"""'2A15BB86FB961E7D0DD5055987176AF4'"""
+
+example_mode_aes_192_cfb1_datatype_UUID_iv_16_aad_None = r"""'DA2338793C7B9E0F6722E272062F5EA1'"""
+
+example_mode_aes_192_cfb1_datatype_Date_iv_16_aad_None = r"""'4AAB'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime_iv_16_aad_None = r"""'5B6A8EE6'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime64_iv_16_aad_None = r"""'23C4E2A707F73EF4'"""
+
+example_mode_aes_192_cfb1_datatype_LowCardinality_iv_16_aad_None = r"""'38'"""
+
+example_mode_aes_192_cfb1_datatype_Array_iv_16_aad_None = r"""'069C'"""
+
+example_mode_aes_192_cfb1_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb1_datatype_IPv4_iv_16_aad_None = r"""'2470A839'"""
+
+example_mode_aes_192_cfb1_datatype_IPv6_iv_16_aad_None = r"""'2A712A746781131B2DC4EB92E31C72FA'"""
+
+example_mode_aes_192_cfb1_datatype_Enum8_iv_16_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb1_datatype_Enum16_iv_16_aad_None = r"""'069E'"""
+
+example_mode_aes_256_cfb1_datatype_String_iv_16_aad_None = r"""'5A'"""
+
+example_mode_aes_256_cfb1_datatype_FixedString_iv_16_aad_None = r"""'5A'"""
+
+example_mode_aes_256_cfb1_datatype_UInt8_iv_16_aad_None = r"""'7E'"""
+
+example_mode_aes_256_cfb1_datatype_UInt16_iv_16_aad_None = r"""'7EA1'"""
+
+example_mode_aes_256_cfb1_datatype_UInt32_iv_16_aad_None = r"""'7EA17214'"""
+
+example_mode_aes_256_cfb1_datatype_UInt64_iv_16_aad_None = r"""'7EA172144C6F5578'"""
+
+example_mode_aes_256_cfb1_datatype_Int8_iv_16_aad_None = r"""'7E'"""
+
+example_mode_aes_256_cfb1_datatype_Int16_iv_16_aad_None = r"""'7EA1'"""
+
+example_mode_aes_256_cfb1_datatype_Int32_iv_16_aad_None = r"""'7EA17214'"""
+
+example_mode_aes_256_cfb1_datatype_Int64_iv_16_aad_None = r"""'7EA172144C6F5578'"""
+
+example_mode_aes_256_cfb1_datatype_Float32_iv_16_aad_None = r"""'7F630BBA'"""
+
+example_mode_aes_256_cfb1_datatype_Float64_iv_16_aad_None = r"""'7F638DFAAA434E6B'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal32_iv_16_aad_None = r"""'4F430FBA'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal64_iv_16_aad_None = r"""'4F430FBAA3AAF884'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal128_iv_16_aad_None = r"""'4F430FBAA3AAF8845DB7BBA7F98F49C4'"""
+
+example_mode_aes_256_cfb1_datatype_UUID_iv_16_aad_None = r"""'B06F4A8C3BF3A8D32D113D0D40397C8F'"""
+
+example_mode_aes_256_cfb1_datatype_Date_iv_16_aad_None = r"""'30CE'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime_iv_16_aad_None = r"""'206545FA'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime64_iv_16_aad_None = r"""'43756F28C68E3D55'"""
+
+example_mode_aes_256_cfb1_datatype_LowCardinality_iv_16_aad_None = r"""'5A'"""
+
+example_mode_aes_256_cfb1_datatype_Array_iv_16_aad_None = r"""'7EA3'"""
+
+example_mode_aes_256_cfb1_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb1_datatype_IPv4_iv_16_aad_None = r"""'4526FCCF'"""
+
+example_mode_aes_256_cfb1_datatype_IPv6_iv_16_aad_None = r"""'4F23BDAC741DB8767CE6AE24888545A2'"""
+
+example_mode_aes_256_cfb1_datatype_Enum8_iv_16_aad_None = r"""'7E'"""
+
+example_mode_aes_256_cfb1_datatype_Enum16_iv_16_aad_None = r"""'7EA1'"""
+
+example_mode_aes_128_cfb8_datatype_String_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_cfb8_datatype_FixedString_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_cfb8_datatype_UInt8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_cfb8_datatype_UInt16_iv_None_aad_None = r"""'11FF'"""
+
+example_mode_aes_128_cfb8_datatype_UInt32_iv_None_aad_None = r"""'11FF20C0'"""
+
+example_mode_aes_128_cfb8_datatype_UInt64_iv_None_aad_None = r"""'11FF20C07A65C524'"""
+
+example_mode_aes_128_cfb8_datatype_Int8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_cfb8_datatype_Int16_iv_None_aad_None = r"""'11FF'"""
+
+example_mode_aes_128_cfb8_datatype_Int32_iv_None_aad_None = r"""'11FF20C0'"""
+
+example_mode_aes_128_cfb8_datatype_Int64_iv_None_aad_None = r"""'11FF20C07A65C524'"""
+
+example_mode_aes_128_cfb8_datatype_Float32_iv_None_aad_None = r"""'10671940'"""
+
+example_mode_aes_128_cfb8_datatype_Float64_iv_None_aad_None = r"""'106799607DBF56DA'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal32_iv_None_aad_None = r"""'30756C94'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal64_iv_None_aad_None = r"""'30756C9417D3C023'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal128_iv_None_aad_None = r"""'30756C9417D3C023705550B7BEF872FF'"""
+
+example_mode_aes_128_cfb8_datatype_UUID_iv_None_aad_None = r"""'F7FE50CF0647659CB0D401B5C0E259D3'"""
+
+example_mode_aes_128_cfb8_datatype_Date_iv_None_aad_None = r"""'46EA'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime_iv_None_aad_None = r"""'5EB4905E'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime64_iv_None_aad_None = r"""'3BB70F8E64D7C6A7'"""
+
+example_mode_aes_128_cfb8_datatype_LowCardinality_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_cfb8_datatype_Array_iv_None_aad_None = r"""'11FD'"""
+
+example_mode_aes_128_cfb8_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb8_datatype_IPv4_iv_None_aad_None = r"""'3DC2BE9E'"""
+
+example_mode_aes_128_cfb8_datatype_IPv6_iv_None_aad_None = r"""'303ABAC6F4F380D9F077DFC79C82D1A1'"""
+
+example_mode_aes_128_cfb8_datatype_Enum8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_cfb8_datatype_Enum16_iv_None_aad_None = r"""'11FF'"""
+
+example_mode_aes_192_cfb8_datatype_String_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_cfb8_datatype_FixedString_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_cfb8_datatype_UInt8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb8_datatype_UInt16_iv_None_aad_None = r"""'0683'"""
+
+example_mode_aes_192_cfb8_datatype_UInt32_iv_None_aad_None = r"""'0683139D'"""
+
+example_mode_aes_192_cfb8_datatype_UInt64_iv_None_aad_None = r"""'0683139D83E2EFAC'"""
+
+example_mode_aes_192_cfb8_datatype_Int8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb8_datatype_Int16_iv_None_aad_None = r"""'0683'"""
+
+example_mode_aes_192_cfb8_datatype_Int32_iv_None_aad_None = r"""'0683139D'"""
+
+example_mode_aes_192_cfb8_datatype_Int64_iv_None_aad_None = r"""'0683139D83E2EFAC'"""
+
+example_mode_aes_192_cfb8_datatype_Float32_iv_None_aad_None = r"""'07EDB300'"""
+
+example_mode_aes_192_cfb8_datatype_Float64_iv_None_aad_None = r"""'07ED3359B91DEF3B'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal32_iv_None_aad_None = r"""'275947FE'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal64_iv_None_aad_None = r"""'275947FE4B3390EE'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal128_iv_None_aad_None = r"""'275947FE4B3390EE7A2541BC8E2F58D7'"""
+
+example_mode_aes_192_cfb8_datatype_UUID_iv_None_aad_None = r"""'E0C082C032FB8ED756F9345E270A283B'"""
+
+example_mode_aes_192_cfb8_datatype_Date_iv_None_aad_None = r"""'5109'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime_iv_None_aad_None = r"""'49713150'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime64_iv_None_aad_None = r"""'2C10FB4FEC471EF7'"""
+
+example_mode_aes_192_cfb8_datatype_LowCardinality_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_cfb8_datatype_Array_iv_None_aad_None = r"""'0681'"""
+
+example_mode_aes_192_cfb8_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb8_datatype_IPv4_iv_None_aad_None = r"""'2A41C8F2'"""
+
+example_mode_aes_192_cfb8_datatype_IPv6_iv_None_aad_None = r"""'271682C9379C5A46C68488DC33D0C278'"""
+
+example_mode_aes_192_cfb8_datatype_Enum8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb8_datatype_Enum16_iv_None_aad_None = r"""'0683'"""
+
+example_mode_aes_256_cfb8_datatype_String_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_cfb8_datatype_FixedString_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_cfb8_datatype_UInt8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_cfb8_datatype_UInt16_iv_None_aad_None = r"""'B15F'"""
+
+example_mode_aes_256_cfb8_datatype_UInt32_iv_None_aad_None = r"""'B15FD91F'"""
+
+example_mode_aes_256_cfb8_datatype_UInt64_iv_None_aad_None = r"""'B15FD91F702960CB'"""
+
+example_mode_aes_256_cfb8_datatype_Int8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_cfb8_datatype_Int16_iv_None_aad_None = r"""'B15F'"""
+
+example_mode_aes_256_cfb8_datatype_Int32_iv_None_aad_None = r"""'B15FD91F'"""
+
+example_mode_aes_256_cfb8_datatype_Int64_iv_None_aad_None = r"""'B15FD91F702960CB'"""
+
+example_mode_aes_256_cfb8_datatype_Float32_iv_None_aad_None = r"""'B05A05BE'"""
+
+example_mode_aes_256_cfb8_datatype_Float64_iv_None_aad_None = r"""'B05A8510DB2F16A0'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal32_iv_None_aad_None = r"""'906B5777'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal64_iv_None_aad_None = r"""'906B57771CB81F37'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal128_iv_None_aad_None = r"""'906B57771CB81F378D932AE788527DE2'"""
+
+example_mode_aes_256_cfb8_datatype_UUID_iv_None_aad_None = r"""'57FB06BA6F4BA51D7A61D65A7827A18D'"""
+
+example_mode_aes_256_cfb8_datatype_Date_iv_None_aad_None = r"""'E652'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime_iv_None_aad_None = r"""'FEEEADA4'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime64_iv_None_aad_None = r"""'9BB36DEF05FF5975'"""
+
+example_mode_aes_256_cfb8_datatype_LowCardinality_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_cfb8_datatype_Array_iv_None_aad_None = r"""'B15D'"""
+
+example_mode_aes_256_cfb8_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb8_datatype_IPv4_iv_None_aad_None = r"""'9DC836F3'"""
+
+example_mode_aes_256_cfb8_datatype_IPv6_iv_None_aad_None = r"""'90242F0083C8B0221DF3B5755EC8D99C'"""
+
+example_mode_aes_256_cfb8_datatype_Enum8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_cfb8_datatype_Enum16_iv_None_aad_None = r"""'B15F'"""
+
+example_mode_aes_128_cfb8_datatype_String_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_cfb8_datatype_FixedString_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_cfb8_datatype_UInt8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_cfb8_datatype_UInt16_iv_16_aad_None = r"""'3368'"""
+
+example_mode_aes_128_cfb8_datatype_UInt32_iv_16_aad_None = r"""'3368AB64'"""
+
+example_mode_aes_128_cfb8_datatype_UInt64_iv_16_aad_None = r"""'3368AB6421744B7E'"""
+
+example_mode_aes_128_cfb8_datatype_Int8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_cfb8_datatype_Int16_iv_16_aad_None = r"""'3368'"""
+
+example_mode_aes_128_cfb8_datatype_Int32_iv_16_aad_None = r"""'3368AB64'"""
+
+example_mode_aes_128_cfb8_datatype_Int64_iv_16_aad_None = r"""'3368AB6421744B7E'"""
+
+example_mode_aes_128_cfb8_datatype_Float32_iv_16_aad_None = r"""'3232B23D'"""
+
+example_mode_aes_128_cfb8_datatype_Float64_iv_16_aad_None = r"""'323232323232C2A6'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal32_iv_16_aad_None = r"""'12ABA873'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal64_iv_16_aad_None = r"""'12ABA873E2E24473'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal128_iv_16_aad_None = r"""'12ABA873E2E24473166434D82270A19C'"""
+
+example_mode_aes_128_cfb8_datatype_UUID_iv_16_aad_None = r"""'D529D970A38CCB794F856E4458D0E2D4'"""
+
+example_mode_aes_128_cfb8_datatype_Date_iv_16_aad_None = r"""'6445'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime_iv_16_aad_None = r"""'7CBF2FDA'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime64_iv_16_aad_None = r"""'191C7B5A063F562D'"""
+
+example_mode_aes_128_cfb8_datatype_LowCardinality_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_cfb8_datatype_Array_iv_16_aad_None = r"""'336A'"""
+
+example_mode_aes_128_cfb8_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb8_datatype_IPv4_iv_16_aad_None = r"""'1F0A367A'"""
+
+example_mode_aes_128_cfb8_datatype_IPv6_iv_16_aad_None = r"""'12E4B19D97DC9F2C61A671C51B1201D2'"""
+
+example_mode_aes_128_cfb8_datatype_Enum8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_cfb8_datatype_Enum16_iv_16_aad_None = r"""'3368'"""
+
+example_mode_aes_192_cfb8_datatype_String_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_cfb8_datatype_FixedString_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_cfb8_datatype_UInt8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_cfb8_datatype_UInt16_iv_16_aad_None = r"""'6924'"""
+
+example_mode_aes_192_cfb8_datatype_UInt32_iv_16_aad_None = r"""'6924A086'"""
+
+example_mode_aes_192_cfb8_datatype_UInt64_iv_16_aad_None = r"""'6924A086F8F61C3C'"""
+
+example_mode_aes_192_cfb8_datatype_Int8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_cfb8_datatype_Int16_iv_16_aad_None = r"""'6924'"""
+
+example_mode_aes_192_cfb8_datatype_Int32_iv_16_aad_None = r"""'6924A086'"""
+
+example_mode_aes_192_cfb8_datatype_Int64_iv_16_aad_None = r"""'6924A086F8F61C3C'"""
+
+example_mode_aes_192_cfb8_datatype_Float32_iv_16_aad_None = r"""'6861DF7A'"""
+
+example_mode_aes_192_cfb8_datatype_Float64_iv_16_aad_None = r"""'68615FBC184B8D50'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal32_iv_16_aad_None = r"""'48041B5C'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal64_iv_16_aad_None = r"""'48041B5C6BEF70DD'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal128_iv_16_aad_None = r"""'48041B5C6BEF70DD4CDABC1FC8C2C684'"""
+
+example_mode_aes_192_cfb8_datatype_UUID_iv_16_aad_None = r"""'8FF1142976A9808C0F475A3D2A34D06D'"""
+
+example_mode_aes_192_cfb8_datatype_Date_iv_16_aad_None = r"""'3E6D'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime_iv_16_aad_None = r"""'269AFDC7'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime64_iv_16_aad_None = r"""'4350703E05F43A50'"""
+
+example_mode_aes_192_cfb8_datatype_LowCardinality_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_cfb8_datatype_Array_iv_16_aad_None = r"""'6926'"""
+
+example_mode_aes_192_cfb8_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb8_datatype_IPv4_iv_16_aad_None = r"""'45979A4C'"""
+
+example_mode_aes_192_cfb8_datatype_IPv6_iv_16_aad_None = r"""'484BFA49756D837181B7EE03EBCF2B79'"""
+
+example_mode_aes_192_cfb8_datatype_Enum8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_cfb8_datatype_Enum16_iv_16_aad_None = r"""'6924'"""
+
+example_mode_aes_256_cfb8_datatype_String_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_cfb8_datatype_FixedString_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_cfb8_datatype_UInt8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_cfb8_datatype_UInt16_iv_16_aad_None = r"""'682C'"""
+
+example_mode_aes_256_cfb8_datatype_UInt32_iv_16_aad_None = r"""'682CE0A9'"""
+
+example_mode_aes_256_cfb8_datatype_UInt64_iv_16_aad_None = r"""'682CE0A9FFAF55AE'"""
+
+example_mode_aes_256_cfb8_datatype_Int8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_cfb8_datatype_Int16_iv_16_aad_None = r"""'682C'"""
+
+example_mode_aes_256_cfb8_datatype_Int32_iv_16_aad_None = r"""'682CE0A9'"""
+
+example_mode_aes_256_cfb8_datatype_Int64_iv_16_aad_None = r"""'682CE0A9FFAF55AE'"""
+
+example_mode_aes_256_cfb8_datatype_Float32_iv_16_aad_None = r"""'69B127F9'"""
+
+example_mode_aes_256_cfb8_datatype_Float64_iv_16_aad_None = r"""'69B1A72CB81A0FFF'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal32_iv_16_aad_None = r"""'49378750'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal64_iv_16_aad_None = r"""'493787505DFF5606'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal128_iv_16_aad_None = r"""'493787505DFF5606774649C631E6E0E7'"""
+
+example_mode_aes_256_cfb8_datatype_UUID_iv_16_aad_None = r"""'8E09A60AA21565C888B2D92942896930'"""
+
+example_mode_aes_256_cfb8_datatype_Date_iv_16_aad_None = r"""'3FF1'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime_iv_16_aad_None = r"""'274E13D8'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime64_iv_16_aad_None = r"""'4211DFF611769F37'"""
+
+example_mode_aes_256_cfb8_datatype_LowCardinality_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_cfb8_datatype_Array_iv_16_aad_None = r"""'682E'"""
+
+example_mode_aes_256_cfb8_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb8_datatype_IPv4_iv_16_aad_None = r"""'442DB771'"""
+
+example_mode_aes_256_cfb8_datatype_IPv6_iv_16_aad_None = r"""'4978AF3EED91F4AD14F7C326CCD96804'"""
+
+example_mode_aes_256_cfb8_datatype_Enum8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_cfb8_datatype_Enum16_iv_16_aad_None = r"""'682C'"""
+
+example_mode_aes_128_cfb128_datatype_String_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_cfb128_datatype_FixedString_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_cfb128_datatype_UInt8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_cfb128_datatype_UInt16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_128_cfb128_datatype_UInt32_iv_None_aad_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_cfb128_datatype_UInt64_iv_None_aad_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_Int8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_cfb128_datatype_Int16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_128_cfb128_datatype_Int32_iv_None_aad_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_cfb128_datatype_Int64_iv_None_aad_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_Float32_iv_None_aad_None = r"""'10DF418A'"""
+
+example_mode_aes_128_cfb128_datatype_Float64_iv_None_aad_None = r"""'10DFC1B5F66C0D55'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal32_iv_None_aad_None = r"""'3091C1B5'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal64_iv_None_aad_None = r"""'3091C1B5F66CFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal128_iv_None_aad_None = r"""'3091C1B5F66CFD6A1DC46D66907BEEB1'"""
+
+example_mode_aes_128_cfb128_datatype_UUID_iv_None_aad_None = r"""'F7CE72E9F2A80D0BBD1FBE0C90DD9521'"""
+
+example_mode_aes_128_cfb128_datatype_Date_iv_None_aad_None = r"""'4698'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime_iv_None_aad_None = r"""'5E0FCDEB'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime64_iv_None_aad_None = r"""'3B6ECCD7996DFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_LowCardinality_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_cfb128_datatype_Array_iv_None_aad_None = r"""'11DD'"""
+
+example_mode_aes_128_cfb128_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb128_datatype_IPv4_iv_None_aad_None = r"""'3D5D201E'"""
+
+example_mode_aes_128_cfb128_datatype_IPv6_iv_None_aad_None = r"""'30DECC0DF66C78C91DC46D663C646EB0'"""
+
+example_mode_aes_128_cfb128_datatype_Enum8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_cfb128_datatype_Enum16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_192_cfb128_datatype_String_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_cfb128_datatype_FixedString_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_cfb128_datatype_UInt8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb128_datatype_UInt16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_192_cfb128_datatype_UInt32_iv_None_aad_None = r"""'06B7199D'"""
+
+example_mode_aes_192_cfb128_datatype_UInt64_iv_None_aad_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_cfb128_datatype_Int8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb128_datatype_Int16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_192_cfb128_datatype_Int32_iv_None_aad_None = r"""'06B7199D'"""
+
+example_mode_aes_192_cfb128_datatype_Int64_iv_None_aad_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_cfb128_datatype_Float32_iv_None_aad_None = r"""'07B799A2'"""
+
+example_mode_aes_192_cfb128_datatype_Float64_iv_None_aad_None = r"""'07B7199D3D3C51A1'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal32_iv_None_aad_None = r"""'27F9199D'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal64_iv_None_aad_None = r"""'27F9199D3D3CA19E'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal128_iv_None_aad_None = r"""'27F9199D3D3CA19E2CCE5990D7551E73'"""
+
+example_mode_aes_192_cfb128_datatype_UUID_iv_None_aad_None = r"""'E0A6AAC139F851FF8C158AFAD7F365E3'"""
+
+example_mode_aes_192_cfb128_datatype_Date_iv_None_aad_None = r"""'51F0'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime_iv_None_aad_None = r"""'496715C3'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime64_iv_None_aad_None = r"""'2C0614FF523DA19E'"""
+
+example_mode_aes_192_cfb128_datatype_LowCardinality_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_cfb128_datatype_Array_iv_None_aad_None = r"""'06B5'"""
+
+example_mode_aes_192_cfb128_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb128_datatype_IPv4_iv_None_aad_None = r"""'2A35F836'"""
+
+example_mode_aes_192_cfb128_datatype_IPv6_iv_None_aad_None = r"""'27B614253D3C243D2CCE59907B4A9E72'"""
+
+example_mode_aes_192_cfb128_datatype_Enum8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_cfb128_datatype_Enum16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_256_cfb128_datatype_String_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_cfb128_datatype_FixedString_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_cfb128_datatype_UInt8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_cfb128_datatype_UInt16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_256_cfb128_datatype_UInt32_iv_None_aad_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_cfb128_datatype_UInt64_iv_None_aad_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_Int8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_cfb128_datatype_Int16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_256_cfb128_datatype_Int32_iv_None_aad_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_cfb128_datatype_Int64_iv_None_aad_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_Float32_iv_None_aad_None = r"""'B08E4FA1'"""
+
+example_mode_aes_256_cfb128_datatype_Float64_iv_None_aad_None = r"""'B08ECF9EC7EBAF32'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal32_iv_None_aad_None = r"""'90C0CF9E'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal64_iv_None_aad_None = r"""'90C0CF9EC7EB5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal128_iv_None_aad_None = r"""'90C0CF9EC7EB5F0D7B78C42556D668AC'"""
+
+example_mode_aes_256_cfb128_datatype_UUID_iv_None_aad_None = r"""'579F7CC2C32FAF6CDBA3174F5670133C'"""
+
+example_mode_aes_256_cfb128_datatype_Date_iv_None_aad_None = r"""'E6C9'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime_iv_None_aad_None = r"""'FE5EC3C0'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime64_iv_None_aad_None = r"""'9B3FC2FCA8EA5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_LowCardinality_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_cfb128_datatype_Array_iv_None_aad_None = r"""'B18C'"""
+
+example_mode_aes_256_cfb128_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb128_datatype_IPv4_iv_None_aad_None = r"""'9D0C2E35'"""
+
+example_mode_aes_256_cfb128_datatype_IPv6_iv_None_aad_None = r"""'908FC226C7EBDAAE7B78C425FAC9E8AD'"""
+
+example_mode_aes_256_cfb128_datatype_Enum8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_cfb128_datatype_Enum16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_128_cfb128_datatype_String_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_cfb128_datatype_FixedString_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_cfb128_datatype_UInt8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_cfb128_datatype_UInt16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_128_cfb128_datatype_UInt32_iv_16_aad_None = r"""'3388A984'"""
+
+example_mode_aes_128_cfb128_datatype_UInt64_iv_16_aad_None = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_cfb128_datatype_Int8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_cfb128_datatype_Int16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_128_cfb128_datatype_Int32_iv_16_aad_None = r"""'3388A984'"""
+
+example_mode_aes_128_cfb128_datatype_Int64_iv_16_aad_None = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_cfb128_datatype_Float32_iv_16_aad_None = r"""'328829BB'"""
+
+example_mode_aes_128_cfb128_datatype_Float64_iv_16_aad_None = r"""'3288A984DD060F67'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal32_iv_16_aad_None = r"""'12C6A984'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal64_iv_16_aad_None = r"""'12C6A984DD06FF58'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal128_iv_16_aad_None = r"""'12C6A984DD06FF58E93960B1DEC50F1E'"""
+
+example_mode_aes_128_cfb128_datatype_UUID_iv_16_aad_None = r"""'D5991AD8D9C20F3949E2B3DBDE63748E'"""
+
+example_mode_aes_128_cfb128_datatype_Date_iv_16_aad_None = r"""'64CF'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime_iv_16_aad_None = r"""'7C58A5DA'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime64_iv_16_aad_None = r"""'1939A4E6B207FF58'"""
+
+example_mode_aes_128_cfb128_datatype_LowCardinality_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_cfb128_datatype_Array_iv_16_aad_None = r"""'338A'"""
+
+example_mode_aes_128_cfb128_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb128_datatype_IPv4_iv_16_aad_None = r"""'1F0A482F'"""
+
+example_mode_aes_128_cfb128_datatype_IPv6_iv_16_aad_None = r"""'1289A43CDD067AFBE93960B172DA8F1F'"""
+
+example_mode_aes_128_cfb128_datatype_Enum8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_cfb128_datatype_Enum16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_192_cfb128_datatype_String_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_cfb128_datatype_FixedString_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_cfb128_datatype_UInt8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_cfb128_datatype_UInt16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_192_cfb128_datatype_UInt32_iv_16_aad_None = r"""'69C7E792'"""
+
+example_mode_aes_192_cfb128_datatype_UInt64_iv_16_aad_None = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_cfb128_datatype_Int8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_cfb128_datatype_Int16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_192_cfb128_datatype_Int32_iv_16_aad_None = r"""'69C7E792'"""
+
+example_mode_aes_192_cfb128_datatype_Int64_iv_16_aad_None = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_cfb128_datatype_Float32_iv_16_aad_None = r"""'68C767AD'"""
+
+example_mode_aes_192_cfb128_datatype_Float64_iv_16_aad_None = r"""'68C7E792B710878E'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal32_iv_16_aad_None = r"""'4889E792'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal64_iv_16_aad_None = r"""'4889E792B71077B1'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal128_iv_16_aad_None = r"""'4889E792B71077B18446050EBFD861B5'"""
+
+example_mode_aes_192_cfb128_datatype_UUID_iv_16_aad_None = r"""'8FD654CEB3D487D0249DD664BF7E1A25'"""
+
+example_mode_aes_192_cfb128_datatype_Date_iv_16_aad_None = r"""'3E80'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime_iv_16_aad_None = r"""'2617EBCC'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime64_iv_16_aad_None = r"""'4376EAF0D81177B1'"""
+
+example_mode_aes_192_cfb128_datatype_LowCardinality_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_cfb128_datatype_Array_iv_16_aad_None = r"""'69C5'"""
+
+example_mode_aes_192_cfb128_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb128_datatype_IPv4_iv_16_aad_None = r"""'45450639'"""
+
+example_mode_aes_192_cfb128_datatype_IPv6_iv_16_aad_None = r"""'48C6EA2AB710F2128446050E13C7E1B4'"""
+
+example_mode_aes_192_cfb128_datatype_Enum8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_cfb128_datatype_Enum16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_256_cfb128_datatype_String_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_cfb128_datatype_FixedString_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_cfb128_datatype_UInt8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_cfb128_datatype_UInt16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_256_cfb128_datatype_UInt32_iv_16_aad_None = r"""'68588817'"""
+
+example_mode_aes_256_cfb128_datatype_UInt64_iv_16_aad_None = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_cfb128_datatype_Int8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_cfb128_datatype_Int16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_256_cfb128_datatype_Int32_iv_16_aad_None = r"""'68588817'"""
+
+example_mode_aes_256_cfb128_datatype_Int64_iv_16_aad_None = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_cfb128_datatype_Float32_iv_16_aad_None = r"""'69580828'"""
+
+example_mode_aes_256_cfb128_datatype_Float64_iv_16_aad_None = r"""'695888173CDEB4B7'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal32_iv_16_aad_None = r"""'49168817'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal64_iv_16_aad_None = r"""'491688173CDE4488'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal128_iv_16_aad_None = r"""'491688173CDE448870E043A7733CC726'"""
+
+example_mode_aes_256_cfb128_datatype_UUID_iv_16_aad_None = r"""'8E493B4B381AB4E9D03B90CD739ABCB6'"""
+
+example_mode_aes_256_cfb128_datatype_Date_iv_16_aad_None = r"""'3F1F'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime_iv_16_aad_None = r"""'27888449'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime64_iv_16_aad_None = r"""'42E9857553DF4488'"""
+
+example_mode_aes_256_cfb128_datatype_LowCardinality_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_cfb128_datatype_Array_iv_16_aad_None = r"""'685A'"""
+
+example_mode_aes_256_cfb128_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb128_datatype_IPv4_iv_16_aad_None = r"""'44DA69BC'"""
+
+example_mode_aes_256_cfb128_datatype_IPv6_iv_16_aad_None = r"""'495985AF3CDEC12B70E043A7DF234727'"""
+
+example_mode_aes_256_cfb128_datatype_Enum8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_cfb128_datatype_Enum16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_128_ofb_datatype_String_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_ofb_datatype_FixedString_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_ofb_datatype_UInt8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_ofb_datatype_UInt16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_128_ofb_datatype_UInt32_iv_None_aad_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_ofb_datatype_UInt64_iv_None_aad_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_ofb_datatype_Int8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_ofb_datatype_Int16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_128_ofb_datatype_Int32_iv_None_aad_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_ofb_datatype_Int64_iv_None_aad_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_ofb_datatype_Float32_iv_None_aad_None = r"""'10DF418A'"""
+
+example_mode_aes_128_ofb_datatype_Float64_iv_None_aad_None = r"""'10DFC1B5F66C0D55'"""
+
+example_mode_aes_128_ofb_datatype_Decimal32_iv_None_aad_None = r"""'3091C1B5'"""
+
+example_mode_aes_128_ofb_datatype_Decimal64_iv_None_aad_None = r"""'3091C1B5F66CFD6A'"""
+
+example_mode_aes_128_ofb_datatype_Decimal128_iv_None_aad_None = r"""'3091C1B5F66CFD6A1DC46D66907BEEB1'"""
+
+example_mode_aes_128_ofb_datatype_UUID_iv_None_aad_None = r"""'F7CE72E9F2A80D0BBD1FBE0C90DD9521'"""
+
+example_mode_aes_128_ofb_datatype_Date_iv_None_aad_None = r"""'4698'"""
+
+example_mode_aes_128_ofb_datatype_DateTime_iv_None_aad_None = r"""'5E0FCDEB'"""
+
+example_mode_aes_128_ofb_datatype_DateTime64_iv_None_aad_None = r"""'3B6ECCD7996DFD6A'"""
+
+example_mode_aes_128_ofb_datatype_LowCardinality_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_ofb_datatype_Array_iv_None_aad_None = r"""'11DD'"""
+
+example_mode_aes_128_ofb_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_ofb_datatype_IPv4_iv_None_aad_None = r"""'3D5D201E'"""
+
+example_mode_aes_128_ofb_datatype_IPv6_iv_None_aad_None = r"""'30DECC0DF66C78C91DC46D663C646EB0'"""
+
+example_mode_aes_128_ofb_datatype_Enum8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_ofb_datatype_Enum16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_192_ofb_datatype_String_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_ofb_datatype_FixedString_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_ofb_datatype_UInt8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_ofb_datatype_UInt16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_192_ofb_datatype_UInt32_iv_None_aad_None = r"""'06B7199D'"""
+
+example_mode_aes_192_ofb_datatype_UInt64_iv_None_aad_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_ofb_datatype_Int8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_ofb_datatype_Int16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_192_ofb_datatype_Int32_iv_None_aad_None = r"""'06B7199D'"""
+
+example_mode_aes_192_ofb_datatype_Int64_iv_None_aad_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_ofb_datatype_Float32_iv_None_aad_None = r"""'07B799A2'"""
+
+example_mode_aes_192_ofb_datatype_Float64_iv_None_aad_None = r"""'07B7199D3D3C51A1'"""
+
+example_mode_aes_192_ofb_datatype_Decimal32_iv_None_aad_None = r"""'27F9199D'"""
+
+example_mode_aes_192_ofb_datatype_Decimal64_iv_None_aad_None = r"""'27F9199D3D3CA19E'"""
+
+example_mode_aes_192_ofb_datatype_Decimal128_iv_None_aad_None = r"""'27F9199D3D3CA19E2CCE5990D7551E73'"""
+
+example_mode_aes_192_ofb_datatype_UUID_iv_None_aad_None = r"""'E0A6AAC139F851FF8C158AFAD7F365E3'"""
+
+example_mode_aes_192_ofb_datatype_Date_iv_None_aad_None = r"""'51F0'"""
+
+example_mode_aes_192_ofb_datatype_DateTime_iv_None_aad_None = r"""'496715C3'"""
+
+example_mode_aes_192_ofb_datatype_DateTime64_iv_None_aad_None = r"""'2C0614FF523DA19E'"""
+
+example_mode_aes_192_ofb_datatype_LowCardinality_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_ofb_datatype_Array_iv_None_aad_None = r"""'06B5'"""
+
+example_mode_aes_192_ofb_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_ofb_datatype_IPv4_iv_None_aad_None = r"""'2A35F836'"""
+
+example_mode_aes_192_ofb_datatype_IPv6_iv_None_aad_None = r"""'27B614253D3C243D2CCE59907B4A9E72'"""
+
+example_mode_aes_192_ofb_datatype_Enum8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_ofb_datatype_Enum16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_256_ofb_datatype_String_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_ofb_datatype_FixedString_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_ofb_datatype_UInt8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_ofb_datatype_UInt16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_256_ofb_datatype_UInt32_iv_None_aad_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_ofb_datatype_UInt64_iv_None_aad_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_ofb_datatype_Int8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_ofb_datatype_Int16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_256_ofb_datatype_Int32_iv_None_aad_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_ofb_datatype_Int64_iv_None_aad_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_ofb_datatype_Float32_iv_None_aad_None = r"""'B08E4FA1'"""
+
+example_mode_aes_256_ofb_datatype_Float64_iv_None_aad_None = r"""'B08ECF9EC7EBAF32'"""
+
+example_mode_aes_256_ofb_datatype_Decimal32_iv_None_aad_None = r"""'90C0CF9E'"""
+
+example_mode_aes_256_ofb_datatype_Decimal64_iv_None_aad_None = r"""'90C0CF9EC7EB5F0D'"""
+
+example_mode_aes_256_ofb_datatype_Decimal128_iv_None_aad_None = r"""'90C0CF9EC7EB5F0D7B78C42556D668AC'"""
+
+example_mode_aes_256_ofb_datatype_UUID_iv_None_aad_None = r"""'579F7CC2C32FAF6CDBA3174F5670133C'"""
+
+example_mode_aes_256_ofb_datatype_Date_iv_None_aad_None = r"""'E6C9'"""
+
+example_mode_aes_256_ofb_datatype_DateTime_iv_None_aad_None = r"""'FE5EC3C0'"""
+
+example_mode_aes_256_ofb_datatype_DateTime64_iv_None_aad_None = r"""'9B3FC2FCA8EA5F0D'"""
+
+example_mode_aes_256_ofb_datatype_LowCardinality_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_ofb_datatype_Array_iv_None_aad_None = r"""'B18C'"""
+
+example_mode_aes_256_ofb_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_ofb_datatype_IPv4_iv_None_aad_None = r"""'9D0C2E35'"""
+
+example_mode_aes_256_ofb_datatype_IPv6_iv_None_aad_None = r"""'908FC226C7EBDAAE7B78C425FAC9E8AD'"""
+
+example_mode_aes_256_ofb_datatype_Enum8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_ofb_datatype_Enum16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_128_ofb_datatype_String_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_ofb_datatype_FixedString_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_ofb_datatype_UInt8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_ofb_datatype_UInt16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_128_ofb_datatype_UInt32_iv_16_aad_None = r"""'3388A984'"""
+
+example_mode_aes_128_ofb_datatype_UInt64_iv_16_aad_None = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_ofb_datatype_Int8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_ofb_datatype_Int16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_128_ofb_datatype_Int32_iv_16_aad_None = r"""'3388A984'"""
+
+example_mode_aes_128_ofb_datatype_Int64_iv_16_aad_None = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_ofb_datatype_Float32_iv_16_aad_None = r"""'328829BB'"""
+
+example_mode_aes_128_ofb_datatype_Float64_iv_16_aad_None = r"""'3288A984DD060F67'"""
+
+example_mode_aes_128_ofb_datatype_Decimal32_iv_16_aad_None = r"""'12C6A984'"""
+
+example_mode_aes_128_ofb_datatype_Decimal64_iv_16_aad_None = r"""'12C6A984DD06FF58'"""
+
+example_mode_aes_128_ofb_datatype_Decimal128_iv_16_aad_None = r"""'12C6A984DD06FF58E93960B1DEC50F1E'"""
+
+example_mode_aes_128_ofb_datatype_UUID_iv_16_aad_None = r"""'D5991AD8D9C20F3949E2B3DBDE63748E'"""
+
+example_mode_aes_128_ofb_datatype_Date_iv_16_aad_None = r"""'64CF'"""
+
+example_mode_aes_128_ofb_datatype_DateTime_iv_16_aad_None = r"""'7C58A5DA'"""
+
+example_mode_aes_128_ofb_datatype_DateTime64_iv_16_aad_None = r"""'1939A4E6B207FF58'"""
+
+example_mode_aes_128_ofb_datatype_LowCardinality_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_ofb_datatype_Array_iv_16_aad_None = r"""'338A'"""
+
+example_mode_aes_128_ofb_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_ofb_datatype_IPv4_iv_16_aad_None = r"""'1F0A482F'"""
+
+example_mode_aes_128_ofb_datatype_IPv6_iv_16_aad_None = r"""'1289A43CDD067AFBE93960B172DA8F1F'"""
+
+example_mode_aes_128_ofb_datatype_Enum8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_ofb_datatype_Enum16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_192_ofb_datatype_String_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_ofb_datatype_FixedString_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_ofb_datatype_UInt8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_ofb_datatype_UInt16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_192_ofb_datatype_UInt32_iv_16_aad_None = r"""'69C7E792'"""
+
+example_mode_aes_192_ofb_datatype_UInt64_iv_16_aad_None = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_ofb_datatype_Int8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_ofb_datatype_Int16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_192_ofb_datatype_Int32_iv_16_aad_None = r"""'69C7E792'"""
+
+example_mode_aes_192_ofb_datatype_Int64_iv_16_aad_None = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_ofb_datatype_Float32_iv_16_aad_None = r"""'68C767AD'"""
+
+example_mode_aes_192_ofb_datatype_Float64_iv_16_aad_None = r"""'68C7E792B710878E'"""
+
+example_mode_aes_192_ofb_datatype_Decimal32_iv_16_aad_None = r"""'4889E792'"""
+
+example_mode_aes_192_ofb_datatype_Decimal64_iv_16_aad_None = r"""'4889E792B71077B1'"""
+
+example_mode_aes_192_ofb_datatype_Decimal128_iv_16_aad_None = r"""'4889E792B71077B18446050EBFD861B5'"""
+
+example_mode_aes_192_ofb_datatype_UUID_iv_16_aad_None = r"""'8FD654CEB3D487D0249DD664BF7E1A25'"""
+
+example_mode_aes_192_ofb_datatype_Date_iv_16_aad_None = r"""'3E80'"""
+
+example_mode_aes_192_ofb_datatype_DateTime_iv_16_aad_None = r"""'2617EBCC'"""
+
+example_mode_aes_192_ofb_datatype_DateTime64_iv_16_aad_None = r"""'4376EAF0D81177B1'"""
+
+example_mode_aes_192_ofb_datatype_LowCardinality_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_ofb_datatype_Array_iv_16_aad_None = r"""'69C5'"""
+
+example_mode_aes_192_ofb_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_ofb_datatype_IPv4_iv_16_aad_None = r"""'45450639'"""
+
+example_mode_aes_192_ofb_datatype_IPv6_iv_16_aad_None = r"""'48C6EA2AB710F2128446050E13C7E1B4'"""
+
+example_mode_aes_192_ofb_datatype_Enum8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_ofb_datatype_Enum16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_256_ofb_datatype_String_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_ofb_datatype_FixedString_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_ofb_datatype_UInt8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_ofb_datatype_UInt16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_256_ofb_datatype_UInt32_iv_16_aad_None = r"""'68588817'"""
+
+example_mode_aes_256_ofb_datatype_UInt64_iv_16_aad_None = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_ofb_datatype_Int8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_ofb_datatype_Int16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_256_ofb_datatype_Int32_iv_16_aad_None = r"""'68588817'"""
+
+example_mode_aes_256_ofb_datatype_Int64_iv_16_aad_None = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_ofb_datatype_Float32_iv_16_aad_None = r"""'69580828'"""
+
+example_mode_aes_256_ofb_datatype_Float64_iv_16_aad_None = r"""'695888173CDEB4B7'"""
+
+example_mode_aes_256_ofb_datatype_Decimal32_iv_16_aad_None = r"""'49168817'"""
+
+example_mode_aes_256_ofb_datatype_Decimal64_iv_16_aad_None = r"""'491688173CDE4488'"""
+
+example_mode_aes_256_ofb_datatype_Decimal128_iv_16_aad_None = r"""'491688173CDE448870E043A7733CC726'"""
+
+example_mode_aes_256_ofb_datatype_UUID_iv_16_aad_None = r"""'8E493B4B381AB4E9D03B90CD739ABCB6'"""
+
+example_mode_aes_256_ofb_datatype_Date_iv_16_aad_None = r"""'3F1F'"""
+
+example_mode_aes_256_ofb_datatype_DateTime_iv_16_aad_None = r"""'27888449'"""
+
+example_mode_aes_256_ofb_datatype_DateTime64_iv_16_aad_None = r"""'42E9857553DF4488'"""
+
+example_mode_aes_256_ofb_datatype_LowCardinality_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_ofb_datatype_Array_iv_16_aad_None = r"""'685A'"""
+
+example_mode_aes_256_ofb_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_ofb_datatype_IPv4_iv_16_aad_None = r"""'44DA69BC'"""
+
+example_mode_aes_256_ofb_datatype_IPv6_iv_16_aad_None = r"""'495985AF3CDEC12B70E043A7DF234727'"""
+
+example_mode_aes_256_ofb_datatype_Enum8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_ofb_datatype_Enum16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_128_gcm_datatype_String_iv_12_aad_None = r"""'DC48B85D412AEF42C46DA18E25139D5D9D'"""
+
+example_mode_aes_128_gcm_datatype_FixedString_iv_12_aad_None = r"""'DC48B85D412AEF42C46DA18E25139D5D9D'"""
+
+example_mode_aes_128_gcm_datatype_UInt8_iv_12_aad_None = r"""'EC55C7254FC59C53DDE89F0AF034F08A19'"""
+
+example_mode_aes_128_gcm_datatype_UInt16_iv_12_aad_None = r"""'EC9644C4CEFA3BB71CD48C619B03BD238C18'"""
+
+example_mode_aes_128_gcm_datatype_UInt32_iv_12_aad_None = r"""'EC96C142DE5B4B621603E2ADD041DBAEB3F54F50'"""
+
+example_mode_aes_128_gcm_datatype_UInt64_iv_12_aad_None = r"""'EC96C142F4FF6F21DA0515DBB392E4C83187679A10F9D879'"""
+
+example_mode_aes_128_gcm_datatype_Int8_iv_12_aad_None = r"""'EC55C7254FC59C53DDE89F0AF034F08A19'"""
+
+example_mode_aes_128_gcm_datatype_Int16_iv_12_aad_None = r"""'EC9644C4CEFA3BB71CD48C619B03BD238C18'"""
+
+example_mode_aes_128_gcm_datatype_Int32_iv_12_aad_None = r"""'EC96C142DE5B4B621603E2ADD041DBAEB3F54F50'"""
+
+example_mode_aes_128_gcm_datatype_Int64_iv_12_aad_None = r"""'EC96C142F4FF6F21DA0515DBB392E4C83187679A10F9D879'"""
+
+example_mode_aes_128_gcm_datatype_Float32_iv_12_aad_None = r"""'ED96417D9A89D5DA7B2DA96F78D0D545BD724061'"""
+
+example_mode_aes_128_gcm_datatype_Float64_iv_12_aad_None = r"""'ED96C142F4FF9F1E36E4396725C81E2B56D2E0A42CB04CE9'"""
+
+example_mode_aes_128_gcm_datatype_Decimal32_iv_12_aad_None = r"""'CDD8C142960BD83213972E95DB26FFEC37308C56'"""
+
+example_mode_aes_128_gcm_datatype_Decimal64_iv_12_aad_None = r"""'CDD8C142F4FF6F219255868BB60628F03AE043D8943C1B7F'"""
+
+example_mode_aes_128_gcm_datatype_Decimal128_iv_12_aad_None = r"""'CDD8C142F4FF6F214AC2960E7EA36A6B1B1FC500659A9E81A843F13DCFC70751'"""
+
+example_mode_aes_128_gcm_datatype_UUID_iv_12_aad_None = r"""'0A87721EF03B9F40EA1945647E0511FB0552FE1E5264499B02AE50562A94AFF7'"""
+
+example_mode_aes_128_gcm_datatype_Date_iv_12_aad_None = r"""'BBD12669328AE5725A634A005E5B2C4BA877'"""
+
+example_mode_aes_128_gcm_datatype_DateTime_iv_12_aad_None = r"""'A346CD1C097FB5A48C84628E9C0C9F3BF4E3CBB2'"""
+
+example_mode_aes_128_gcm_datatype_DateTime64_iv_12_aad_None = r"""'C627CC209BFE6F21638D7F1465C11D12578CF38254273DC9'"""
+
+example_mode_aes_128_gcm_datatype_LowCardinality_iv_12_aad_None = r"""'DC48B85D412AEF42C46DA18E25139D5D9D'"""
+
+example_mode_aes_128_gcm_datatype_Array_iv_12_aad_None = r"""'EC94283AABA0C4FC46F56D71F9B3CB40288E'"""
+
+example_mode_aes_128_gcm_datatype_NULL_iv_12_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_gcm_datatype_IPv4_iv_12_aad_None = r"""'C01420E9B1BBD6ED16DC1CC0ED7AE9773CD72297'"""
+
+example_mode_aes_128_gcm_datatype_IPv6_iv_12_aad_None = r"""'CD97CCFAF4FFEA824AC2960ED2BCEA6AC9427AAD6328E977BF356C8AEF93B556'"""
+
+example_mode_aes_128_gcm_datatype_Enum8_iv_12_aad_None = r"""'EC55C7254FC59C53DDE89F0AF034F08A19'"""
+
+example_mode_aes_128_gcm_datatype_Enum16_iv_12_aad_None = r"""'EC9644C4CEFA3BB71CD48C619B03BD238C18'"""
+
+example_mode_aes_192_gcm_datatype_String_iv_12_aad_None = r"""'7B34E3F4BAFCD2F3D493F843FFEBF9A415'"""
+
+example_mode_aes_192_gcm_datatype_FixedString_iv_12_aad_None = r"""'7B34E3F4BAFCD2F3D493F843FFEBF9A415'"""
+
+example_mode_aes_192_gcm_datatype_UInt8_iv_12_aad_None = r"""'4B5F8852220B8F5659FDE6C603D1C7E127'"""
+
+example_mode_aes_192_gcm_datatype_UInt16_iv_12_aad_None = r"""'4BFA728CD0043E08485EF39EEFEF8554BDD1'"""
+
+example_mode_aes_192_gcm_datatype_UInt32_iv_12_aad_None = r"""'4BFAA6C499D3637CF257889C690120FA80FBDBFD'"""
+
+example_mode_aes_192_gcm_datatype_UInt64_iv_12_aad_None = r"""'4BFAA6C467061FE32600E6AE21DD8A6D7AA0A38D2BE318EE'"""
+
+example_mode_aes_192_gcm_datatype_Int8_iv_12_aad_None = r"""'4B5F8852220B8F5659FDE6C603D1C7E127'"""
+
+example_mode_aes_192_gcm_datatype_Int16_iv_12_aad_None = r"""'4BFA728CD0043E08485EF39EEFEF8554BDD1'"""
+
+example_mode_aes_192_gcm_datatype_Int32_iv_12_aad_None = r"""'4BFAA6C499D3637CF257889C690120FA80FBDBFD'"""
+
+example_mode_aes_192_gcm_datatype_Int64_iv_12_aad_None = r"""'4BFAA6C467061FE32600E6AE21DD8A6D7AA0A38D2BE318EE'"""
+
+example_mode_aes_192_gcm_datatype_Float32_iv_12_aad_None = r"""'4AFA26FB812573A4DCCCFFB53F91E180A3F6EB95'"""
+
+example_mode_aes_192_gcm_datatype_Float64_iv_12_aad_None = r"""'4AFAA6C46706EFDC2968FA31495521544C0E792959D3DBA7'"""
+
+example_mode_aes_192_gcm_datatype_Decimal32_iv_12_aad_None = r"""'6AB4A6C4382BD5F8E4915BD5701D917BA8651BCA'"""
+
+example_mode_aes_192_gcm_datatype_Decimal64_iv_12_aad_None = r"""'6AB4A6C467061FE387F8502A371B592463BC120C037DD8D9'"""
+
+example_mode_aes_192_gcm_datatype_Decimal128_iv_12_aad_None = r"""'6AB4A6C467061FE343593C80B73515B94130370E40D09BDBE9EDB5BEAF29C541'"""
+
+example_mode_aes_192_gcm_datatype_UUID_iv_12_aad_None = r"""'ADEB159863C2EF82E382EFEAB7936E296A91D29B6A49269870CC866604C82451'"""
+
+example_mode_aes_192_gcm_datatype_Date_iv_12_aad_None = r"""'1CBD949DFC326906B13FCB565C1B28516877'"""
+
+example_mode_aes_192_gcm_datatype_DateTime_iv_12_aad_None = r"""'042AAA9AB3B5BBD234DF77B8C35BD4EBF561AEC0'"""
+
+example_mode_aes_192_gcm_datatype_DateTime64_iv_12_aad_None = r"""'614BABA608071FE304B3939091C0CFC91D1371D5FBD3F6BE'"""
+
+example_mode_aes_192_gcm_datatype_LowCardinality_iv_12_aad_None = r"""'7B34E3F4BAFCD2F3D493F843FFEBF9A415'"""
+
+example_mode_aes_192_gcm_datatype_Array_iv_12_aad_None = r"""'4BF887E38B2870FDEECD6305AEA010298096'"""
+
+example_mode_aes_192_gcm_datatype_NULL_iv_12_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_gcm_datatype_IPv4_iv_12_aad_None = r"""'6778476F9B3687FD4D022727F4641E697D35D8D5'"""
+
+example_mode_aes_192_gcm_datatype_IPv6_iv_12_aad_None = r"""'6AFBAB7C67069A4043593C801B2A95B81CF6DF4E6D63A84A0DF7939A3FBE5B2D'"""
+
+example_mode_aes_192_gcm_datatype_Enum8_iv_12_aad_None = r"""'4B5F8852220B8F5659FDE6C603D1C7E127'"""
+
+example_mode_aes_192_gcm_datatype_Enum16_iv_12_aad_None = r"""'4BFA728CD0043E08485EF39EEFEF8554BDD1'"""
+
+example_mode_aes_256_gcm_datatype_String_iv_12_aad_None = r"""'67B83EFC31C169D7613D6881E954F624C2'"""
+
+example_mode_aes_256_gcm_datatype_FixedString_iv_12_aad_None = r"""'67B83EFC31C169D7613D6881E954F624C2'"""
+
+example_mode_aes_256_gcm_datatype_UInt8_iv_12_aad_None = r"""'574B67F06530273DD181658D384D73A2F5'"""
+
+example_mode_aes_256_gcm_datatype_UInt16_iv_12_aad_None = r"""'57CBC5BA7DF134BBAE0153E139EB9D7B8D18'"""
+
+example_mode_aes_256_gcm_datatype_UInt32_iv_12_aad_None = r"""'57CB6C3A286A4C6BDCEBF8ECEE345F12B5F44729'"""
+
+example_mode_aes_256_gcm_datatype_UInt64_iv_12_aad_None = r"""'57CB6C3AFC8427B9E3A61ABE0A227F1C2ADB2694F324393D'"""
+
+example_mode_aes_256_gcm_datatype_Int8_iv_12_aad_None = r"""'574B67F06530273DD181658D384D73A2F5'"""
+
+example_mode_aes_256_gcm_datatype_Int16_iv_12_aad_None = r"""'57CBC5BA7DF134BBAE0153E139EB9D7B8D18'"""
+
+example_mode_aes_256_gcm_datatype_Int32_iv_12_aad_None = r"""'57CB6C3A286A4C6BDCEBF8ECEE345F12B5F44729'"""
+
+example_mode_aes_256_gcm_datatype_Int64_iv_12_aad_None = r"""'57CB6C3AFC8427B9E3A61ABE0A227F1C2ADB2694F324393D'"""
+
+example_mode_aes_256_gcm_datatype_Float32_iv_12_aad_None = r"""'56CBEC055F35D9E71D5AA0252DB60716A99B1CA2'"""
+
+example_mode_aes_256_gcm_datatype_Float64_iv_12_aad_None = r"""'56CB6C3AFC84D786DF3A9796E0FDCECFCBBC26274A60F542'"""
+
+example_mode_aes_256_gcm_datatype_Decimal32_iv_12_aad_None = r"""'76856C3AE585D8FCE599B3C2E0F077FAD5FFF7D4'"""
+
+example_mode_aes_256_gcm_datatype_Decimal64_iv_12_aad_None = r"""'76856C3AFC8427B92E498E2933503432241F0E7C932F89C0'"""
+
+example_mode_aes_256_gcm_datatype_Decimal128_iv_12_aad_None = r"""'76856C3AFC8427B90E79078689172F14CAA5CA7BDC5F7FCD915CAE4EC302FF1C'"""
+
+example_mode_aes_256_gcm_datatype_UUID_iv_12_aad_None = r"""'B1DADF66F840D7D8AEA2D4EC89B1548437C22BB5B8D92A3A139ACED61DB3F2B3'"""
+
+example_mode_aes_256_gcm_datatype_Date_iv_12_aad_None = r"""'008CFC6AFC8484AADA010876EF4686BC3528'"""
+
+example_mode_aes_256_gcm_datatype_DateTime_iv_12_aad_None = r"""'181B606489B8E56FEB8D9950EAE27205E36C94FB'"""
+
+example_mode_aes_256_gcm_datatype_DateTime64_iv_12_aad_None = r"""'7D7A6158938527B9F938A05622B5957BD801AE303908AD22'"""
+
+example_mode_aes_256_gcm_datatype_LowCardinality_iv_12_aad_None = r"""'67B83EFC31C169D7613D6881E954F624C2'"""
+
+example_mode_aes_256_gcm_datatype_Array_iv_12_aad_None = r"""'57C908D31B11B2CE494A61EC468B149A9D77'"""
+
+example_mode_aes_256_gcm_datatype_NULL_iv_12_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_gcm_datatype_IPv4_iv_12_aad_None = r"""'7B498D91B274D5D6748C43E4345552318BD05DA6'"""
+
+example_mode_aes_256_gcm_datatype_IPv6_iv_12_aad_None = r"""'76CA6182FC84A21A0E7907862508AF15CCE4089698265E4B0656598079CE56CC'"""
+
+example_mode_aes_256_gcm_datatype_Enum8_iv_12_aad_None = r"""'574B67F06530273DD181658D384D73A2F5'"""
+
+example_mode_aes_256_gcm_datatype_Enum16_iv_12_aad_None = r"""'57CBC5BA7DF134BBAE0153E139EB9D7B8D18'"""
+
+example_mode_aes_128_gcm_datatype_String_iv_12_aad_True = r"""'DCFAF1088D33EF99F1D06E3D14F265FD41'"""
+
+example_mode_aes_128_gcm_datatype_FixedString_iv_12_aad_True = r"""'DCFAF1088D33EF99F1D06E3D14F265FD41'"""
+
+example_mode_aes_128_gcm_datatype_UInt8_iv_12_aad_True = r"""'ECE78E7083DC9C88E85550B9C1D5082AC5'"""
+
+example_mode_aes_128_gcm_datatype_UInt16_iv_12_aad_True = r"""'EC96F68D9B3622B7C7E131AE28325CDB2CC4'"""
+
+example_mode_aes_128_gcm_datatype_UInt32_iv_12_aad_True = r"""'EC96C1426C121EAE0F0339986D8E689F520DEF8C'"""
+
+example_mode_aes_128_gcm_datatype_UInt64_iv_12_aad_True = r"""'EC96C142F4FF6F21684C4017AA923FFD8C48D4ABF10178A5'"""
+
+example_mode_aes_128_gcm_datatype_Int8_iv_12_aad_True = r"""'ECE78E7083DC9C88E85550B9C1D5082AC5'"""
+
+example_mode_aes_128_gcm_datatype_Int16_iv_12_aad_True = r"""'EC96F68D9B3622B7C7E131AE28325CDB2CC4'"""
+
+example_mode_aes_128_gcm_datatype_Int32_iv_12_aad_True = r"""'EC96C1426C121EAE0F0339986D8E689F520DEF8C'"""
+
+example_mode_aes_128_gcm_datatype_Int64_iv_12_aad_True = r"""'EC96C142F4FF6F21684C4017AA923FFD8C48D4ABF10178A5'"""
+
+example_mode_aes_128_gcm_datatype_Float32_iv_12_aad_True = r"""'ED96417D28C08016622D725AC51F66745C8AE0BD'"""
+
+example_mode_aes_128_gcm_datatype_Float64_iv_12_aad_True = r"""'ED96C142F4FF9F1E84AD6CAB3CC8C51EEB1D5395CD48EC35'"""
+
+example_mode_aes_128_gcm_datatype_Decimal32_iv_12_aad_True = r"""'CDD8C14224428DFE0A97F5A066E94CDDD6C82C8A'"""
+
+example_mode_aes_128_gcm_datatype_Decimal64_iv_12_aad_True = r"""'CDD8C142F4FF6F21201CD347AF06F3C5872FF0E975C4BBA3'"""
+
+example_mode_aes_128_gcm_datatype_Decimal128_iv_12_aad_True = r"""'CDD8C142F4FF6F214AC2960E7EA36A6BA95690CC7C9A45B4158C420C2E3FA78D'"""
+
+example_mode_aes_128_gcm_datatype_UUID_iv_12_aad_True = r"""'0A87721EF03B9F40EA1945647E0511FBB71BABD24B6492AEBF61E367CB6C0F2B'"""
+
+example_mode_aes_128_gcm_datatype_Date_iv_12_aad_True = r"""'BBD194206746FC728156F7CFED6ACDB308AB'"""
+
+example_mode_aes_128_gcm_datatype_DateTime_iv_12_aad_True = r"""'A346CD1CBB36E0689584B9BB21C32C0A151B6B6E'"""
+
+example_mode_aes_128_gcm_datatype_DateTime64_iv_12_aad_True = r"""'C627CC209BFE6F21D1C42AD87CC1C627EA4340B3B5DF9D15'"""
+
+example_mode_aes_128_gcm_datatype_LowCardinality_iv_12_aad_True = r"""'DCFAF1088D33EF99F1D06E3D14F265FD41'"""
+
+example_mode_aes_128_gcm_datatype_Array_iv_12_aad_True = r"""'EC949A73FE6CDDFC9DC0D0BE4A822AB88852'"""
+
+example_mode_aes_128_gcm_datatype_NULL_iv_12_aad_True = r"""'\\N'"""
+
+example_mode_aes_128_gcm_datatype_IPv4_iv_12_aad_True = r"""'C01420E903F283210FDCC7F550B55A46DD2F824B'"""
+
+example_mode_aes_128_gcm_datatype_IPv6_iv_12_aad_True = r"""'CD97CCFAF4FFEA824AC2960ED2BCEA6A7B0B2F617A28324202FADFBB0E6B158A'"""
+
+example_mode_aes_128_gcm_datatype_Enum8_iv_12_aad_True = r"""'ECE78E7083DC9C88E85550B9C1D5082AC5'"""
+
+example_mode_aes_128_gcm_datatype_Enum16_iv_12_aad_True = r"""'EC96F68D9B3622B7C7E131AE28325CDB2CC4'"""
+
+example_mode_aes_192_gcm_datatype_String_iv_12_aad_True = r"""'7BB72D91D66E3C93B34FBAFF92526E1A0E'"""
+
+example_mode_aes_192_gcm_datatype_FixedString_iv_12_aad_True = r"""'7BB72D91D66E3C93B34FBAFF92526E1A0E'"""
+
+example_mode_aes_192_gcm_datatype_UInt8_iv_12_aad_True = r"""'4BDC46374E9961363E21A47A6E68505F3C'"""
+
+example_mode_aes_192_gcm_datatype_UInt16_iv_12_aad_True = r"""'4BFAF142B568ACE628392FDC53823CC303CA'"""
+
+example_mode_aes_192_gcm_datatype_UInt32_iv_12_aad_True = r"""'4BFAA6C41A1D061060B9E8FBB5439C97396C65E6'"""
+
+example_mode_aes_192_gcm_datatype_UInt64_iv_12_aad_True = r"""'4BFAA6C467061FE3A5CE83C2B333EA0AA6E21FE09274A6F5'"""
+
+example_mode_aes_192_gcm_datatype_Int8_iv_12_aad_True = r"""'4BDC46374E9961363E21A47A6E68505F3C'"""
+
+example_mode_aes_192_gcm_datatype_Int16_iv_12_aad_True = r"""'4BFAF142B568ACE628392FDC53823CC303CA'"""
+
+example_mode_aes_192_gcm_datatype_Int32_iv_12_aad_True = r"""'4BFAA6C41A1D061060B9E8FBB5439C97396C65E6'"""
+
+example_mode_aes_192_gcm_datatype_Int64_iv_12_aad_True = r"""'4BFAA6C467061FE3A5CE83C2B333EA0AA6E21FE09274A6F5'"""
+
+example_mode_aes_192_gcm_datatype_Float32_iv_12_aad_True = r"""'4AFA26FB02EB16C84E229FD2E3D35DED1A61558E'"""
+
+example_mode_aes_192_gcm_datatype_Float64_iv_12_aad_True = r"""'4AFAA6C46706EFDCAAA69F5DDBBB4133904CC544E04465BC'"""
+
+example_mode_aes_192_gcm_datatype_Decimal32_iv_12_aad_True = r"""'6AB4A6C4BBE5B094767F3BB2AC5F2D1611F2A5D1'"""
+
+example_mode_aes_192_gcm_datatype_Decimal64_iv_12_aad_True = r"""'6AB4A6C467061FE304363546A5F53943BFFEAE61BAEA66C2'"""
+
+example_mode_aes_192_gcm_datatype_Decimal128_iv_12_aad_True = r"""'6AB4A6C467061FE343593C80B73515B9C2FE5262D23EFBBC35AF09D316BE7B5A'"""
+
+example_mode_aes_192_gcm_datatype_UUID_iv_12_aad_True = r"""'ADEB159863C2EF82E382EFEAB7936E29E95FB7F7F8A746FFAC8E3A0BBD5F9A4A'"""
+
+example_mode_aes_192_gcm_datatype_Date_iv_12_aad_True = r"""'1CBD1753995EFBE8D1581714E07691C6D66C'"""
+
+example_mode_aes_192_gcm_datatype_DateTime_iv_12_aad_True = r"""'042AAA9A307BDEBEA63117DF1F1968864CF610DB'"""
+
+example_mode_aes_192_gcm_datatype_DateTime64_iv_12_aad_True = r"""'614BABA608071FE3877DF6FC032EAFAEC151CDB8424448A5'"""
+
+example_mode_aes_192_gcm_datatype_LowCardinality_iv_12_aad_True = r"""'7BB72D91D66E3C93B34FBAFF92526E1A0E'"""
+
+example_mode_aes_192_gcm_datatype_Array_iv_12_aad_True = r"""'4BF8042DEE44E2138EAABF4712CDA9BE3E8D'"""
+
+example_mode_aes_192_gcm_datatype_NULL_iv_12_aad_True = r"""'\\N'"""
+
+example_mode_aes_192_gcm_datatype_IPv4_iv_12_aad_True = r"""'6778476F18F8E291DFEC47402826A204C4A266CE'"""
+
+example_mode_aes_192_gcm_datatype_IPv6_iv_12_aad_True = r"""'6AFBAB7C67069A4043593C801B2A95B89F38BA22FF8DC82DD1B52FF78629E536'"""
+
+example_mode_aes_192_gcm_datatype_Enum8_iv_12_aad_True = r"""'4BDC46374E9961363E21A47A6E68505F3C'"""
+
+example_mode_aes_192_gcm_datatype_Enum16_iv_12_aad_True = r"""'4BFAF142B568ACE628392FDC53823CC303CA'"""
+
+example_mode_aes_256_gcm_datatype_String_iv_12_aad_True = r"""'672AAAA73DCD5DEBC924C34E8F6E2678F8'"""
+
+example_mode_aes_256_gcm_datatype_FixedString_iv_12_aad_True = r"""'672AAAA73DCD5DEBC924C34E8F6E2678F8'"""
+
+example_mode_aes_256_gcm_datatype_UInt8_iv_12_aad_True = r"""'57D9F3AB693C13017998CE425E77A3FECF'"""
+
+example_mode_aes_256_gcm_datatype_UInt16_iv_12_aad_True = r"""'57CB572E26FD388F92A94A4AF68DA7ABD122'"""
+
+example_mode_aes_256_gcm_datatype_UInt32_iv_12_aad_True = r"""'57CB6C3ABAFE1767D0DFC444F79F90748F241B13'"""
+
+example_mode_aes_256_gcm_datatype_UInt64_iv_12_aad_True = r"""'57CB6C3AFC8427B9713241B2061643B43370E9F2C9F46507'"""
+
+example_mode_aes_256_gcm_datatype_Int8_iv_12_aad_True = r"""'57D9F3AB693C13017998CE425E77A3FECF'"""
+
+example_mode_aes_256_gcm_datatype_Int16_iv_12_aad_True = r"""'57CB572E26FD388F92A94A4AF68DA7ABD122'"""
+
+example_mode_aes_256_gcm_datatype_Int32_iv_12_aad_True = r"""'57CB6C3ABAFE1767D0DFC444F79F90748F241B13'"""
+
+example_mode_aes_256_gcm_datatype_Int64_iv_12_aad_True = r"""'57CB6C3AFC8427B9713241B2061643B43370E9F2C9F46507'"""
+
+example_mode_aes_256_gcm_datatype_Float32_iv_12_aad_True = r"""'56CBEC05CDA182EB116E9C8D341DC870934B4098'"""
+
+example_mode_aes_256_gcm_datatype_Float64_iv_12_aad_True = r"""'56CB6C3AFC84D7864DAECC9AECC9F267D217E94170B0A978'"""
+
+example_mode_aes_256_gcm_datatype_Decimal32_iv_12_aad_True = r"""'76856C3A771183F0E9AD8F6AF95BB89CEF2FABEE'"""
+
+example_mode_aes_256_gcm_datatype_Decimal64_iv_12_aad_True = r"""'76856C3AFC8427B9BCDDD5253F64089A3DB4C11AA9FFD5FA'"""
+
+example_mode_aes_256_gcm_datatype_Decimal128_iv_12_aad_True = r"""'76856C3AFC8427B90E79078689172F1458319177D06B436588F76128F9D2A326'"""
+
+example_mode_aes_256_gcm_datatype_UUID_iv_12_aad_True = r"""'B1DADF66F840D7D8AEA2D4EC89B15484A55670B9B4ED16920A3101B02763AE89'"""
+
+example_mode_aes_256_gcm_datatype_Date_iv_12_aad_True = r"""'008C6EFEA788889EE6A911DD2020BC6C6912'"""
+
+example_mode_aes_256_gcm_datatype_DateTime_iv_12_aad_True = r"""'181B60641B2CBE63E7B9A5F8F349BD63D9BCC8C1'"""
+
+example_mode_aes_256_gcm_datatype_DateTime64_iv_12_aad_True = r"""'7D7A6158938527B96BACFB5A2E81A9D3C1AA615603D8F118'"""
+
+example_mode_aes_256_gcm_datatype_LowCardinality_iv_12_aad_True = r"""'672AAAA73DCD5DEBC924C34E8F6E2678F8'"""
+
+example_mode_aes_256_gcm_datatype_Array_iv_12_aad_True = r"""'57C99A47401DBEFA75E2784789ED2E4AC14D'"""
+
+example_mode_aes_256_gcm_datatype_NULL_iv_12_aad_True = r"""'\\N'"""
+
+example_mode_aes_256_gcm_datatype_IPv4_iv_12_aad_True = r"""'7B498D9120E08EDA78B87F4C2DFE9D57B100019C'"""
+
+example_mode_aes_256_gcm_datatype_IPv6_iv_12_aad_True = r"""'76CA6182FC84A21A0E7907862508AF155E70539A941262E31FFD96E6431E0AF6'"""
+
+example_mode_aes_256_gcm_datatype_Enum8_iv_12_aad_True = r"""'57D9F3AB693C13017998CE425E77A3FECF'"""
+
+example_mode_aes_256_gcm_datatype_Enum16_iv_12_aad_True = r"""'57CB572E26FD388F92A94A4AF68DA7ABD122'"""
+
+example_mode_aes_128_ctr_datatype_String_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_ctr_datatype_FixedString_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_ctr_datatype_UInt8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_ctr_datatype_UInt16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_128_ctr_datatype_UInt32_iv_None_aad_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_ctr_datatype_UInt64_iv_None_aad_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_ctr_datatype_Int8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_ctr_datatype_Int16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_128_ctr_datatype_Int32_iv_None_aad_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_ctr_datatype_Int64_iv_None_aad_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_ctr_datatype_Float32_iv_None_aad_None = r"""'10DF418A'"""
+
+example_mode_aes_128_ctr_datatype_Float64_iv_None_aad_None = r"""'10DFC1B5F66C0D55'"""
+
+example_mode_aes_128_ctr_datatype_Decimal32_iv_None_aad_None = r"""'3091C1B5'"""
+
+example_mode_aes_128_ctr_datatype_Decimal64_iv_None_aad_None = r"""'3091C1B5F66CFD6A'"""
+
+example_mode_aes_128_ctr_datatype_Decimal128_iv_None_aad_None = r"""'3091C1B5F66CFD6A1DC46D66907BEEB1'"""
+
+example_mode_aes_128_ctr_datatype_UUID_iv_None_aad_None = r"""'F7CE72E9F2A80D0BBD1FBE0C90DD9521'"""
+
+example_mode_aes_128_ctr_datatype_Date_iv_None_aad_None = r"""'4698'"""
+
+example_mode_aes_128_ctr_datatype_DateTime_iv_None_aad_None = r"""'5E0FCDEB'"""
+
+example_mode_aes_128_ctr_datatype_DateTime64_iv_None_aad_None = r"""'3B6ECCD7996DFD6A'"""
+
+example_mode_aes_128_ctr_datatype_LowCardinality_iv_None_aad_None = r"""'21'"""
+
+example_mode_aes_128_ctr_datatype_Array_iv_None_aad_None = r"""'11DD'"""
+
+example_mode_aes_128_ctr_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_ctr_datatype_IPv4_iv_None_aad_None = r"""'3D5D201E'"""
+
+example_mode_aes_128_ctr_datatype_IPv6_iv_None_aad_None = r"""'30DECC0DF66C78C91DC46D663C646EB0'"""
+
+example_mode_aes_128_ctr_datatype_Enum8_iv_None_aad_None = r"""'11'"""
+
+example_mode_aes_128_ctr_datatype_Enum16_iv_None_aad_None = r"""'11DF'"""
+
+example_mode_aes_192_ctr_datatype_String_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_ctr_datatype_FixedString_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_ctr_datatype_UInt8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_ctr_datatype_UInt16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_192_ctr_datatype_UInt32_iv_None_aad_None = r"""'06B7199D'"""
+
+example_mode_aes_192_ctr_datatype_UInt64_iv_None_aad_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_ctr_datatype_Int8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_ctr_datatype_Int16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_192_ctr_datatype_Int32_iv_None_aad_None = r"""'06B7199D'"""
+
+example_mode_aes_192_ctr_datatype_Int64_iv_None_aad_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_ctr_datatype_Float32_iv_None_aad_None = r"""'07B799A2'"""
+
+example_mode_aes_192_ctr_datatype_Float64_iv_None_aad_None = r"""'07B7199D3D3C51A1'"""
+
+example_mode_aes_192_ctr_datatype_Decimal32_iv_None_aad_None = r"""'27F9199D'"""
+
+example_mode_aes_192_ctr_datatype_Decimal64_iv_None_aad_None = r"""'27F9199D3D3CA19E'"""
+
+example_mode_aes_192_ctr_datatype_Decimal128_iv_None_aad_None = r"""'27F9199D3D3CA19E2CCE5990D7551E73'"""
+
+example_mode_aes_192_ctr_datatype_UUID_iv_None_aad_None = r"""'E0A6AAC139F851FF8C158AFAD7F365E3'"""
+
+example_mode_aes_192_ctr_datatype_Date_iv_None_aad_None = r"""'51F0'"""
+
+example_mode_aes_192_ctr_datatype_DateTime_iv_None_aad_None = r"""'496715C3'"""
+
+example_mode_aes_192_ctr_datatype_DateTime64_iv_None_aad_None = r"""'2C0614FF523DA19E'"""
+
+example_mode_aes_192_ctr_datatype_LowCardinality_iv_None_aad_None = r"""'36'"""
+
+example_mode_aes_192_ctr_datatype_Array_iv_None_aad_None = r"""'06B5'"""
+
+example_mode_aes_192_ctr_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_ctr_datatype_IPv4_iv_None_aad_None = r"""'2A35F836'"""
+
+example_mode_aes_192_ctr_datatype_IPv6_iv_None_aad_None = r"""'27B614253D3C243D2CCE59907B4A9E72'"""
+
+example_mode_aes_192_ctr_datatype_Enum8_iv_None_aad_None = r"""'06'"""
+
+example_mode_aes_192_ctr_datatype_Enum16_iv_None_aad_None = r"""'06B7'"""
+
+example_mode_aes_256_ctr_datatype_String_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_ctr_datatype_FixedString_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_ctr_datatype_UInt8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_ctr_datatype_UInt16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_256_ctr_datatype_UInt32_iv_None_aad_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_ctr_datatype_UInt64_iv_None_aad_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_ctr_datatype_Int8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_ctr_datatype_Int16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_256_ctr_datatype_Int32_iv_None_aad_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_ctr_datatype_Int64_iv_None_aad_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_ctr_datatype_Float32_iv_None_aad_None = r"""'B08E4FA1'"""
+
+example_mode_aes_256_ctr_datatype_Float64_iv_None_aad_None = r"""'B08ECF9EC7EBAF32'"""
+
+example_mode_aes_256_ctr_datatype_Decimal32_iv_None_aad_None = r"""'90C0CF9E'"""
+
+example_mode_aes_256_ctr_datatype_Decimal64_iv_None_aad_None = r"""'90C0CF9EC7EB5F0D'"""
+
+example_mode_aes_256_ctr_datatype_Decimal128_iv_None_aad_None = r"""'90C0CF9EC7EB5F0D7B78C42556D668AC'"""
+
+example_mode_aes_256_ctr_datatype_UUID_iv_None_aad_None = r"""'579F7CC2C32FAF6CDBA3174F5670133C'"""
+
+example_mode_aes_256_ctr_datatype_Date_iv_None_aad_None = r"""'E6C9'"""
+
+example_mode_aes_256_ctr_datatype_DateTime_iv_None_aad_None = r"""'FE5EC3C0'"""
+
+example_mode_aes_256_ctr_datatype_DateTime64_iv_None_aad_None = r"""'9B3FC2FCA8EA5F0D'"""
+
+example_mode_aes_256_ctr_datatype_LowCardinality_iv_None_aad_None = r"""'81'"""
+
+example_mode_aes_256_ctr_datatype_Array_iv_None_aad_None = r"""'B18C'"""
+
+example_mode_aes_256_ctr_datatype_NULL_iv_None_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_ctr_datatype_IPv4_iv_None_aad_None = r"""'9D0C2E35'"""
+
+example_mode_aes_256_ctr_datatype_IPv6_iv_None_aad_None = r"""'908FC226C7EBDAAE7B78C425FAC9E8AD'"""
+
+example_mode_aes_256_ctr_datatype_Enum8_iv_None_aad_None = r"""'B1'"""
+
+example_mode_aes_256_ctr_datatype_Enum16_iv_None_aad_None = r"""'B18E'"""
+
+example_mode_aes_128_ctr_datatype_String_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_ctr_datatype_FixedString_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_ctr_datatype_UInt8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_ctr_datatype_UInt16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_128_ctr_datatype_UInt32_iv_16_aad_None = r"""'3388A984'"""
+
+example_mode_aes_128_ctr_datatype_UInt64_iv_16_aad_None = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_ctr_datatype_Int8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_ctr_datatype_Int16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_128_ctr_datatype_Int32_iv_16_aad_None = r"""'3388A984'"""
+
+example_mode_aes_128_ctr_datatype_Int64_iv_16_aad_None = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_ctr_datatype_Float32_iv_16_aad_None = r"""'328829BB'"""
+
+example_mode_aes_128_ctr_datatype_Float64_iv_16_aad_None = r"""'3288A984DD060F67'"""
+
+example_mode_aes_128_ctr_datatype_Decimal32_iv_16_aad_None = r"""'12C6A984'"""
+
+example_mode_aes_128_ctr_datatype_Decimal64_iv_16_aad_None = r"""'12C6A984DD06FF58'"""
+
+example_mode_aes_128_ctr_datatype_Decimal128_iv_16_aad_None = r"""'12C6A984DD06FF58E93960B1DEC50F1E'"""
+
+example_mode_aes_128_ctr_datatype_UUID_iv_16_aad_None = r"""'D5991AD8D9C20F3949E2B3DBDE63748E'"""
+
+example_mode_aes_128_ctr_datatype_Date_iv_16_aad_None = r"""'64CF'"""
+
+example_mode_aes_128_ctr_datatype_DateTime_iv_16_aad_None = r"""'7C58A5DA'"""
+
+example_mode_aes_128_ctr_datatype_DateTime64_iv_16_aad_None = r"""'1939A4E6B207FF58'"""
+
+example_mode_aes_128_ctr_datatype_LowCardinality_iv_16_aad_None = r"""'03'"""
+
+example_mode_aes_128_ctr_datatype_Array_iv_16_aad_None = r"""'338A'"""
+
+example_mode_aes_128_ctr_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_128_ctr_datatype_IPv4_iv_16_aad_None = r"""'1F0A482F'"""
+
+example_mode_aes_128_ctr_datatype_IPv6_iv_16_aad_None = r"""'1289A43CDD067AFBE93960B172DA8F1F'"""
+
+example_mode_aes_128_ctr_datatype_Enum8_iv_16_aad_None = r"""'33'"""
+
+example_mode_aes_128_ctr_datatype_Enum16_iv_16_aad_None = r"""'3388'"""
+
+example_mode_aes_192_ctr_datatype_String_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_ctr_datatype_FixedString_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_ctr_datatype_UInt8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_ctr_datatype_UInt16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_192_ctr_datatype_UInt32_iv_16_aad_None = r"""'69C7E792'"""
+
+example_mode_aes_192_ctr_datatype_UInt64_iv_16_aad_None = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_ctr_datatype_Int8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_ctr_datatype_Int16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_192_ctr_datatype_Int32_iv_16_aad_None = r"""'69C7E792'"""
+
+example_mode_aes_192_ctr_datatype_Int64_iv_16_aad_None = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_ctr_datatype_Float32_iv_16_aad_None = r"""'68C767AD'"""
+
+example_mode_aes_192_ctr_datatype_Float64_iv_16_aad_None = r"""'68C7E792B710878E'"""
+
+example_mode_aes_192_ctr_datatype_Decimal32_iv_16_aad_None = r"""'4889E792'"""
+
+example_mode_aes_192_ctr_datatype_Decimal64_iv_16_aad_None = r"""'4889E792B71077B1'"""
+
+example_mode_aes_192_ctr_datatype_Decimal128_iv_16_aad_None = r"""'4889E792B71077B18446050EBFD861B5'"""
+
+example_mode_aes_192_ctr_datatype_UUID_iv_16_aad_None = r"""'8FD654CEB3D487D0249DD664BF7E1A25'"""
+
+example_mode_aes_192_ctr_datatype_Date_iv_16_aad_None = r"""'3E80'"""
+
+example_mode_aes_192_ctr_datatype_DateTime_iv_16_aad_None = r"""'2617EBCC'"""
+
+example_mode_aes_192_ctr_datatype_DateTime64_iv_16_aad_None = r"""'4376EAF0D81177B1'"""
+
+example_mode_aes_192_ctr_datatype_LowCardinality_iv_16_aad_None = r"""'59'"""
+
+example_mode_aes_192_ctr_datatype_Array_iv_16_aad_None = r"""'69C5'"""
+
+example_mode_aes_192_ctr_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_192_ctr_datatype_IPv4_iv_16_aad_None = r"""'45450639'"""
+
+example_mode_aes_192_ctr_datatype_IPv6_iv_16_aad_None = r"""'48C6EA2AB710F2128446050E13C7E1B4'"""
+
+example_mode_aes_192_ctr_datatype_Enum8_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_192_ctr_datatype_Enum16_iv_16_aad_None = r"""'69C7'"""
+
+example_mode_aes_256_ctr_datatype_String_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_ctr_datatype_FixedString_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_ctr_datatype_UInt8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_ctr_datatype_UInt16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_256_ctr_datatype_UInt32_iv_16_aad_None = r"""'68588817'"""
+
+example_mode_aes_256_ctr_datatype_UInt64_iv_16_aad_None = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_ctr_datatype_Int8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_ctr_datatype_Int16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_256_ctr_datatype_Int32_iv_16_aad_None = r"""'68588817'"""
+
+example_mode_aes_256_ctr_datatype_Int64_iv_16_aad_None = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_ctr_datatype_Float32_iv_16_aad_None = r"""'69580828'"""
+
+example_mode_aes_256_ctr_datatype_Float64_iv_16_aad_None = r"""'695888173CDEB4B7'"""
+
+example_mode_aes_256_ctr_datatype_Decimal32_iv_16_aad_None = r"""'49168817'"""
+
+example_mode_aes_256_ctr_datatype_Decimal64_iv_16_aad_None = r"""'491688173CDE4488'"""
+
+example_mode_aes_256_ctr_datatype_Decimal128_iv_16_aad_None = r"""'491688173CDE448870E043A7733CC726'"""
+
+example_mode_aes_256_ctr_datatype_UUID_iv_16_aad_None = r"""'8E493B4B381AB4E9D03B90CD739ABCB6'"""
+
+example_mode_aes_256_ctr_datatype_Date_iv_16_aad_None = r"""'3F1F'"""
+
+example_mode_aes_256_ctr_datatype_DateTime_iv_16_aad_None = r"""'27888449'"""
+
+example_mode_aes_256_ctr_datatype_DateTime64_iv_16_aad_None = r"""'42E9857553DF4488'"""
+
+example_mode_aes_256_ctr_datatype_LowCardinality_iv_16_aad_None = r"""'58'"""
+
+example_mode_aes_256_ctr_datatype_Array_iv_16_aad_None = r"""'685A'"""
+
+example_mode_aes_256_ctr_datatype_NULL_iv_16_aad_None = r"""'\\N'"""
+
+example_mode_aes_256_ctr_datatype_IPv4_iv_16_aad_None = r"""'44DA69BC'"""
+
+example_mode_aes_256_ctr_datatype_IPv6_iv_16_aad_None = r"""'495985AF3CDEC12B70E043A7DF234727'"""
+
+example_mode_aes_256_ctr_datatype_Enum8_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_256_ctr_datatype_Enum16_iv_16_aad_None = r"""'6858'"""
+
+example_mode_aes_128_ecb_datatype_bytes_iv_None_aad_None = r"""'7B62A15720E13327948BF706B89CF2BE'"""
+
+example_mode_aes_128_ecb_datatype_emptystring_iv_None_aad_None = r"""'F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_192_ecb_datatype_bytes_iv_None_aad_None = r"""'C60D7A90C41260E3CD03422E9163144A'"""
+
+example_mode_aes_192_ecb_datatype_emptystring_iv_None_aad_None = r"""'D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_256_ecb_datatype_bytes_iv_None_aad_None = r"""'B73CDD4E7705F0C516612F860715EBE3'"""
+
+example_mode_aes_256_ecb_datatype_emptystring_iv_None_aad_None = r"""'217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_128_cbc_datatype_bytes_iv_None_aad_None = r"""'7B62A15720E13327948BF706B89CF2BE'"""
+
+example_mode_aes_128_cbc_datatype_emptystring_iv_None_aad_None = r"""'F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_192_cbc_datatype_bytes_iv_None_aad_None = r"""'C60D7A90C41260E3CD03422E9163144A'"""
+
+example_mode_aes_192_cbc_datatype_emptystring_iv_None_aad_None = r"""'D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_256_cbc_datatype_bytes_iv_None_aad_None = r"""'B73CDD4E7705F0C516612F860715EBE3'"""
+
+example_mode_aes_256_cbc_datatype_emptystring_iv_None_aad_None = r"""'217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_128_cbc_datatype_bytes_iv_16_aad_None = r"""'CDA4B7027137998B9A33C2096C9A50DD'"""
+
+example_mode_aes_128_cbc_datatype_emptystring_iv_16_aad_None = r"""'56A77308430BA344FFBF016999795ED5'"""
+
+example_mode_aes_192_cbc_datatype_bytes_iv_16_aad_None = r"""'67771349942D4F812553F2E1E3FFB276'"""
+
+example_mode_aes_192_cbc_datatype_emptystring_iv_16_aad_None = r"""'62E9214DB5E239F0CAD31ADF26AB313F'"""
+
+example_mode_aes_256_cbc_datatype_bytes_iv_16_aad_None = r"""'6046ECF8094941C6DEC9278FF6F137E9'"""
+
+example_mode_aes_256_cbc_datatype_emptystring_iv_16_aad_None = r"""'4EC7785DA650D55B71B52816B1DB5AD3'"""
+
+example_mode_aes_128_cfb1_datatype_bytes_iv_None_aad_None = r"""'00'"""
+
+example_mode_aes_128_cfb1_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_192_cfb1_datatype_bytes_iv_None_aad_None = r"""'00'"""
+
+example_mode_aes_192_cfb1_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_256_cfb1_datatype_bytes_iv_None_aad_None = r"""'B8'"""
+
+example_mode_aes_256_cfb1_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_128_cfb1_datatype_bytes_iv_16_aad_None = r"""'00'"""
+
+example_mode_aes_128_cfb1_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_192_cfb1_datatype_bytes_iv_16_aad_None = r"""'07'"""
+
+example_mode_aes_192_cfb1_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_256_cfb1_datatype_bytes_iv_16_aad_None = r"""'7F'"""
+
+example_mode_aes_256_cfb1_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_128_cfb8_datatype_bytes_iv_None_aad_None = r"""'10'"""
+
+example_mode_aes_128_cfb8_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_192_cfb8_datatype_bytes_iv_None_aad_None = r"""'07'"""
+
+example_mode_aes_192_cfb8_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_256_cfb8_datatype_bytes_iv_None_aad_None = r"""'B0'"""
+
+example_mode_aes_256_cfb8_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_128_cfb8_datatype_bytes_iv_16_aad_None = r"""'32'"""
+
+example_mode_aes_128_cfb8_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_192_cfb8_datatype_bytes_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_192_cfb8_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_256_cfb8_datatype_bytes_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_256_cfb8_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_128_cfb128_datatype_bytes_iv_None_aad_None = r"""'10'"""
+
+example_mode_aes_128_cfb128_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_192_cfb128_datatype_bytes_iv_None_aad_None = r"""'07'"""
+
+example_mode_aes_192_cfb128_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_256_cfb128_datatype_bytes_iv_None_aad_None = r"""'B0'"""
+
+example_mode_aes_256_cfb128_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_128_cfb128_datatype_bytes_iv_16_aad_None = r"""'32'"""
+
+example_mode_aes_128_cfb128_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_192_cfb128_datatype_bytes_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_192_cfb128_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_256_cfb128_datatype_bytes_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_256_cfb128_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_128_ofb_datatype_bytes_iv_None_aad_None = r"""'10'"""
+
+example_mode_aes_128_ofb_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_192_ofb_datatype_bytes_iv_None_aad_None = r"""'07'"""
+
+example_mode_aes_192_ofb_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_256_ofb_datatype_bytes_iv_None_aad_None = r"""'B0'"""
+
+example_mode_aes_256_ofb_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_128_ofb_datatype_bytes_iv_16_aad_None = r"""'32'"""
+
+example_mode_aes_128_ofb_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_192_ofb_datatype_bytes_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_192_ofb_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_256_ofb_datatype_bytes_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_256_ofb_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_128_gcm_datatype_bytes_iv_12_aad_None = r"""'ED7AF588306031432D60AE52CB0522C131'"""
+
+example_mode_aes_128_gcm_datatype_emptystring_iv_12_aad_None = r"""'BF165C92C4F89A189DCD3A9CCD549D64'"""
+
+example_mode_aes_192_gcm_datatype_bytes_iv_12_aad_None = r"""'4AF425C405715C1F91B04661C96F5942E9'"""
+
+example_mode_aes_192_gcm_datatype_emptystring_iv_12_aad_None = r"""'F95400D38FC8B708F21C1A5CC97E2611'"""
+
+example_mode_aes_256_gcm_datatype_bytes_iv_12_aad_None = r"""'56C3D480260AD4984887DA3D7CBDFB952B'"""
+
+example_mode_aes_256_gcm_datatype_emptystring_iv_12_aad_None = r"""'4C24D7C3019165A77A8AE2FB9E130FBB'"""
+
+example_mode_aes_128_gcm_datatype_bytes_iv_12_aad_True = r"""'EDC8BCDDFC79319818DD61E1FAE4DA61ED'"""
+
+example_mode_aes_128_gcm_datatype_emptystring_iv_12_aad_True = r"""'9E4606A8AD25466858006BD90DA530F5'"""
+
+example_mode_aes_192_gcm_datatype_bytes_iv_12_aad_True = r"""'4A77EBA169E3B27FF66C04DDA4D6CEFCF2'"""
+
+example_mode_aes_192_gcm_datatype_emptystring_iv_12_aad_True = r"""'43B2949BA8DFB2A1511C294394E0DFB4'"""
+
+example_mode_aes_256_gcm_datatype_bytes_iv_12_aad_True = r"""'565140DB2A06E0A4E09E71F21A872BC911'"""
+
+example_mode_aes_256_gcm_datatype_emptystring_iv_12_aad_True = r"""'555A1764B65804E27174F272CF88FC11'"""
+
+example_mode_aes_128_ctr_datatype_bytes_iv_None_aad_None = r"""'10'"""
+
+example_mode_aes_128_ctr_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_192_ctr_datatype_bytes_iv_None_aad_None = r"""'07'"""
+
+example_mode_aes_192_ctr_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_256_ctr_datatype_bytes_iv_None_aad_None = r"""'B0'"""
+
+example_mode_aes_256_ctr_datatype_emptystring_iv_None_aad_None = r"""''"""
+
+example_mode_aes_128_ctr_datatype_bytes_iv_16_aad_None = r"""'32'"""
+
+example_mode_aes_128_ctr_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_192_ctr_datatype_bytes_iv_16_aad_None = r"""'68'"""
+
+example_mode_aes_192_ctr_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_256_ctr_datatype_bytes_iv_16_aad_None = r"""'69'"""
+
+example_mode_aes_256_ctr_datatype_emptystring_iv_16_aad_None = r"""''"""
+
+example_mode_aes_128_ecb_datatype_utf8string_iv_None_aad_None = r"""'4F5025E938F215F36B4EFEBD8A328B5CB8D530E00C83AD075E2D845A2425D8B5'"""
+
+example_mode_aes_128_ecb_datatype_utf8fixedstring_iv_None_aad_None = r"""'4F5025E938F215F36B4EFEBD8A328B5CB8D530E00C83AD075E2D845A2425D8B5'"""
+
+example_mode_aes_192_ecb_datatype_utf8string_iv_None_aad_None = r"""'7C1CE735A57407291267928DE0E2E479822D3586BD475686D9DAB17103D7B162'"""
+
+example_mode_aes_192_ecb_datatype_utf8fixedstring_iv_None_aad_None = r"""'7C1CE735A57407291267928DE0E2E479822D3586BD475686D9DAB17103D7B162'"""
+
+example_mode_aes_256_ecb_datatype_utf8string_iv_None_aad_None = r"""'3303F819796DDB5046AAFAB8A39FC3AB8A858B18916A30D2E2C3C9C9BBC961FD'"""
+
+example_mode_aes_256_ecb_datatype_utf8fixedstring_iv_None_aad_None = r"""'3303F819796DDB5046AAFAB8A39FC3AB8A858B18916A30D2E2C3C9C9BBC961FD'"""
+
+example_mode_aes_128_cbc_datatype_utf8string_iv_None_aad_None = r"""'4F5025E938F215F36B4EFEBD8A328B5C00AF476CA1EE03B7C0D297C2BF287339'"""
+
+example_mode_aes_128_cbc_datatype_utf8fixedstring_iv_None_aad_None = r"""'4F5025E938F215F36B4EFEBD8A328B5C00AF476CA1EE03B7C0D297C2BF287339'"""
+
+example_mode_aes_192_cbc_datatype_utf8string_iv_None_aad_None = r"""'7C1CE735A57407291267928DE0E2E47918C12F093BCD530F69669FC25B23195A'"""
+
+example_mode_aes_192_cbc_datatype_utf8fixedstring_iv_None_aad_None = r"""'7C1CE735A57407291267928DE0E2E47918C12F093BCD530F69669FC25B23195A'"""
+
+example_mode_aes_256_cbc_datatype_utf8string_iv_None_aad_None = r"""'3303F819796DDB5046AAFAB8A39FC3ABC19300E0966158A167939EDD20D39907'"""
+
+example_mode_aes_256_cbc_datatype_utf8fixedstring_iv_None_aad_None = r"""'3303F819796DDB5046AAFAB8A39FC3ABC19300E0966158A167939EDD20D39907'"""
+
+example_mode_aes_128_cbc_datatype_utf8string_iv_16_aad_None = r"""'0BD95BFF6DE2DC43D936DAF23937B06D602786A6770B627EB56BC7F681B1C9DB'"""
+
+example_mode_aes_128_cbc_datatype_utf8fixedstring_iv_16_aad_None = r"""'0BD95BFF6DE2DC43D936DAF23937B06D602786A6770B627EB56BC7F681B1C9DB'"""
+
+example_mode_aes_192_cbc_datatype_utf8string_iv_16_aad_None = r"""'D619039D0956015C34336196DB3EB5A4710B2B8860344AB2625E9269C5E4A6CC'"""
+
+example_mode_aes_192_cbc_datatype_utf8fixedstring_iv_16_aad_None = r"""'D619039D0956015C34336196DB3EB5A4710B2B8860344AB2625E9269C5E4A6CC'"""
+
+example_mode_aes_256_cbc_datatype_utf8string_iv_16_aad_None = r"""'A7663A9F621A26398B51DFBC099A6FA09032C25FE48CB9D2DE29A8DFD581714D'"""
+
+example_mode_aes_256_cbc_datatype_utf8fixedstring_iv_16_aad_None = r"""'A7663A9F621A26398B51DFBC099A6FA09032C25FE48CB9D2DE29A8DFD581714D'"""
+
+example_mode_aes_128_cfb1_datatype_utf8string_iv_None_aad_None = r"""'5BA033EA7B9901874F4F863E229069EBA414B7C317D37DF0'"""
+
+example_mode_aes_128_cfb1_datatype_utf8fixedstring_iv_None_aad_None = r"""'5BA033EA7B9901874F4F863E229069EBA414B7C317D37DF0'"""
+
+example_mode_aes_192_cfb1_datatype_utf8string_iv_None_aad_None = r"""'7B69A097857549357D008DB662730D8735DE1673D9E8CFF9'"""
+
+example_mode_aes_192_cfb1_datatype_utf8fixedstring_iv_None_aad_None = r"""'7B69A097857549357D008DB662730D8735DE1673D9E8CFF9'"""
+
+example_mode_aes_256_cfb1_datatype_utf8string_iv_None_aad_None = r"""'C797191D9D99944E674425A4275A8A3263E1E1357DF8E11E'"""
+
+example_mode_aes_256_cfb1_datatype_utf8fixedstring_iv_None_aad_None = r"""'C797191D9D99944E674425A4275A8A3263E1E1357DF8E11E'"""
+
+example_mode_aes_128_cfb1_datatype_utf8string_iv_16_aad_None = r"""'49CFD4F9B884A17F67C8CDD639EB4D367BE2B1656CA442A4'"""
+
+example_mode_aes_128_cfb1_datatype_utf8fixedstring_iv_16_aad_None = r"""'49CFD4F9B884A17F67C8CDD639EB4D367BE2B1656CA442A4'"""
+
+example_mode_aes_192_cfb1_datatype_utf8string_iv_16_aad_None = r"""'54C01F88A909EC7B2AEE59F81C138B8EE2DF205E2ED74210'"""
+
+example_mode_aes_192_cfb1_datatype_utf8fixedstring_iv_16_aad_None = r"""'54C01F88A909EC7B2AEE59F81C138B8EE2DF205E2ED74210'"""
+
+example_mode_aes_256_cfb1_datatype_utf8string_iv_16_aad_None = r"""'2E1863FFF5FEC47DBB3F50BCC912976E2777442C693EB1B5'"""
+
+example_mode_aes_256_cfb1_datatype_utf8fixedstring_iv_16_aad_None = r"""'2E1863FFF5FEC47DBB3F50BCC912976E2777442C693EB1B5'"""
+
+example_mode_aes_128_cfb8_datatype_utf8string_iv_None_aad_None = r"""'5716349E99199E0EF18EB43C06B54AB2F3E0C4CEA0BC11F9'"""
+
+example_mode_aes_128_cfb8_datatype_utf8fixedstring_iv_None_aad_None = r"""'5716349E99199E0EF18EB43C06B54AB2F3E0C4CEA0BC11F9'"""
+
+example_mode_aes_192_cfb8_datatype_utf8string_iv_None_aad_None = r"""'40541136D8EEE5DCFC55722D8FB56ED9D4CCDF0CB104B14D'"""
+
+example_mode_aes_192_cfb8_datatype_utf8fixedstring_iv_None_aad_None = r"""'40541136D8EEE5DCFC55722D8FB56ED9D4CCDF0CB104B14D'"""
+
+example_mode_aes_256_cfb8_datatype_utf8string_iv_None_aad_None = r"""'F796638AA3A076EA9816324AE8A93F420280C33AA2DE4AF8'"""
+
+example_mode_aes_256_cfb8_datatype_utf8fixedstring_iv_None_aad_None = r"""'F796638AA3A076EA9816324AE8A93F420280C33AA2DE4AF8'"""
+
+example_mode_aes_128_cfb8_datatype_utf8string_iv_16_aad_None = r"""'75BA4CC259943AF0B6E20E8FCC78C0427601F60930A5F980'"""
+
+example_mode_aes_128_cfb8_datatype_utf8fixedstring_iv_16_aad_None = r"""'75BA4CC259943AF0B6E20E8FCC78C0427601F60930A5F980'"""
+
+example_mode_aes_192_cfb8_datatype_utf8string_iv_16_aad_None = r"""'2F48574D4D12E6B2C1EF1B43346E437333FFD386067A9398'"""
+
+example_mode_aes_192_cfb8_datatype_utf8fixedstring_iv_16_aad_None = r"""'2F48574D4D12E6B2C1EF1B43346E437333FFD386067A9398'"""
+
+example_mode_aes_256_cfb8_datatype_utf8string_iv_16_aad_None = r"""'2E79EE96B485FC5BF3BE56AD461AAC2B1CCB425F51679553'"""
+
+example_mode_aes_256_cfb8_datatype_utf8fixedstring_iv_16_aad_None = r"""'2E79EE96B485FC5BF3BE56AD461AAC2B1CCB425F51679553'"""
+
+example_mode_aes_128_cfb128_datatype_utf8string_iv_None_aad_None = r"""'571C627072083ECFD8460B39C4132D1B2802275B5B24EF73'"""
+
+example_mode_aes_128_cfb128_datatype_utf8fixedstring_iv_None_aad_None = r"""'571C627072083ECFD8460B39C4132D1B2802275B5B24EF73'"""
+
+example_mode_aes_192_cfb128_datatype_utf8string_iv_None_aad_None = r"""'4074BA58B958623BE94C3FCF833DDDD9AC9F875CC2784719'"""
+
+example_mode_aes_192_cfb128_datatype_utf8fixedstring_iv_None_aad_None = r"""'4074BA58B958623BE94C3FCF833DDDD9AC9F875CC2784719'"""
+
+example_mode_aes_256_cfb128_datatype_utf8string_iv_None_aad_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06F5E4BB666EC25FE2'"""
+
+example_mode_aes_256_cfb128_datatype_utf8fixedstring_iv_None_aad_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06F5E4BB666EC25FE2'"""
+
+example_mode_aes_128_cfb128_datatype_utf8string_iv_16_aad_None = r"""'754B0A4159623CFD2CBB06EE8AADCCB4581E4F5FB9F091DD'"""
+
+example_mode_aes_128_cfb128_datatype_utf8fixedstring_iv_16_aad_None = r"""'754B0A4159623CFD2CBB06EE8AADCCB4581E4F5FB9F091DD'"""
+
+example_mode_aes_192_cfb128_datatype_utf8string_iv_16_aad_None = r"""'2F0444573374B41441C46351EBB0A21FD2D5B29B19D817D8'"""
+
+example_mode_aes_192_cfb128_datatype_utf8fixedstring_iv_16_aad_None = r"""'2F0444573374B41441C46351EBB0A21FD2D5B29B19D817D8'"""
+
+example_mode_aes_256_cfb128_datatype_utf8string_iv_16_aad_None = r"""'2E9B2BD2B8BA872DB56225F82754048C22AA31B7F22AD276'"""
+
+example_mode_aes_256_cfb128_datatype_utf8fixedstring_iv_16_aad_None = r"""'2E9B2BD2B8BA872DB56225F82754048C22AA31B7F22AD276'"""
+
+example_mode_aes_128_ofb_datatype_utf8string_iv_None_aad_None = r"""'571C627072083ECFD8460B39C4132D1B1EFEEBE7197398AE'"""
+
+example_mode_aes_128_ofb_datatype_utf8fixedstring_iv_None_aad_None = r"""'571C627072083ECFD8460B39C4132D1B1EFEEBE7197398AE'"""
+
+example_mode_aes_192_ofb_datatype_utf8string_iv_None_aad_None = r"""'4074BA58B958623BE94C3FCF833DDDD95F6EFF17F7823E17'"""
+
+example_mode_aes_192_ofb_datatype_utf8fixedstring_iv_None_aad_None = r"""'4074BA58B958623BE94C3FCF833DDDD95F6EFF17F7823E17'"""
+
+example_mode_aes_256_ofb_datatype_utf8string_iv_None_aad_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06B24181EFC9F2663B'"""
+
+example_mode_aes_256_ofb_datatype_utf8fixedstring_iv_None_aad_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06B24181EFC9F2663B'"""
+
+example_mode_aes_128_ofb_datatype_utf8string_iv_16_aad_None = r"""'754B0A4159623CFD2CBB06EE8AADCCB46A1C2A356E7D91D8'"""
+
+example_mode_aes_128_ofb_datatype_utf8fixedstring_iv_16_aad_None = r"""'754B0A4159623CFD2CBB06EE8AADCCB46A1C2A356E7D91D8'"""
+
+example_mode_aes_192_ofb_datatype_utf8string_iv_16_aad_None = r"""'2F0444573374B41441C46351EBB0A21F81C68E6CF92A6AF3'"""
+
+example_mode_aes_192_ofb_datatype_utf8fixedstring_iv_16_aad_None = r"""'2F0444573374B41441C46351EBB0A21F81C68E6CF92A6AF3'"""
+
+example_mode_aes_256_ofb_datatype_utf8string_iv_16_aad_None = r"""'2E9B2BD2B8BA872DB56225F82754048CE38E2C23393CF6FD'"""
+
+example_mode_aes_256_ofb_datatype_utf8fixedstring_iv_16_aad_None = r"""'2E9B2BD2B8BA872DB56225F82754048CE38E2C23393CF6FD'"""
+
+example_mode_aes_128_gcm_datatype_utf8string_iv_12_aad_None = r"""'AA556287709BAC848F40F0512ACBA9C1D3324C9C90260B0CDDC3AD7EBB18C53625907FE8745D8FFA'"""
+
+example_mode_aes_128_gcm_datatype_utf8fixedstring_iv_12_aad_None = r"""'AA556287709BAC848F40F0512ACBA9C1D3324C9C90260B0CDDC3AD7EBB18C53625907FE8745D8FFA'"""
+
+example_mode_aes_192_gcm_datatype_utf8string_iv_12_aad_None = r"""'0D390501E362DC4686DB5ADFE35DD613EA762CEE8E06DB20D0A9639BEF09294270D1352D22DB2CAF'"""
+
+example_mode_aes_192_gcm_datatype_utf8fixedstring_iv_12_aad_None = r"""'0D390501E362DC4686DB5ADFE35DD613EA762CEE8E06DB20D0A9639BEF09294270D1352D22DB2CAF'"""
+
+example_mode_aes_256_gcm_datatype_utf8string_iv_12_aad_None = r"""'1108CFFF78E0E41CCBFB61D9DD7FECBEF8AE22FF80D345FCAC905BDB791BC316A9A7D21FB34951F0'"""
+
+example_mode_aes_256_gcm_datatype_utf8fixedstring_iv_12_aad_None = r"""'1108CFFF78E0E41CCBFB61D9DD7FECBEF8AE22FF80D345FCAC905BDB791BC316A9A7D21FB34951F0'"""
+
+example_mode_aes_128_gcm_datatype_utf8string_iv_12_aad_True = r"""'AA556287709BAC848F40F0512ACBA9C1D3324C9C90260B0CD181E1471DC596491F22269EF75F4E5F'"""
+
+example_mode_aes_128_gcm_datatype_utf8fixedstring_iv_12_aad_True = r"""'AA556287709BAC848F40F0512ACBA9C1D3324C9C90260B0CD181E1471DC596491F22269EF75F4E5F'"""
+
+example_mode_aes_192_gcm_datatype_utf8string_iv_12_aad_True = r"""'0D390501E362DC4686DB5ADFE35DD613EA762CEE8E06DB20936BD43E66BAD9322C30B6E5D64110BB'"""
+
+example_mode_aes_192_gcm_datatype_utf8fixedstring_iv_12_aad_True = r"""'0D390501E362DC4686DB5ADFE35DD613EA762CEE8E06DB20936BD43E66BAD9322C30B6E5D64110BB'"""
+
+example_mode_aes_256_gcm_datatype_utf8string_iv_12_aad_True = r"""'1108CFFF78E0E41CCBFB61D9DD7FECBEF8AE22FF80D345FC92F054FDB351668A3790BE74D20869DD'"""
+
+example_mode_aes_256_gcm_datatype_utf8fixedstring_iv_12_aad_True = r"""'1108CFFF78E0E41CCBFB61D9DD7FECBEF8AE22FF80D345FC92F054FDB351668A3790BE74D20869DD'"""
+
+example_mode_aes_128_ctr_datatype_utf8string_iv_None_aad_None = r"""'571C627072083ECFD8460B39C4132D1B60215F9423235540'"""
+
+example_mode_aes_128_ctr_datatype_utf8fixedstring_iv_None_aad_None = r"""'571C627072083ECFD8460B39C4132D1B60215F9423235540'"""
+
+example_mode_aes_192_ctr_datatype_utf8string_iv_None_aad_None = r"""'4074BA58B958623BE94C3FCF833DDDD9EE89664A09F10327'"""
+
+example_mode_aes_192_ctr_datatype_utf8fixedstring_iv_None_aad_None = r"""'4074BA58B958623BE94C3FCF833DDDD9EE89664A09F10327'"""
+
+example_mode_aes_256_ctr_datatype_utf8string_iv_None_aad_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06519900DEC1DB5CF5'"""
+
+example_mode_aes_256_ctr_datatype_utf8fixedstring_iv_None_aad_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06519900DEC1DB5CF5'"""
+
+example_mode_aes_128_ctr_datatype_utf8string_iv_16_aad_None = r"""'754B0A4159623CFD2CBB06EE8AADCCB437EE2D5260EB4958'"""
+
+example_mode_aes_128_ctr_datatype_utf8fixedstring_iv_16_aad_None = r"""'754B0A4159623CFD2CBB06EE8AADCCB437EE2D5260EB4958'"""
+
+example_mode_aes_192_ctr_datatype_utf8string_iv_16_aad_None = r"""'2F0444573374B41441C46351EBB0A21F039E1E85A0813F1D'"""
+
+example_mode_aes_192_ctr_datatype_utf8fixedstring_iv_16_aad_None = r"""'2F0444573374B41441C46351EBB0A21F039E1E85A0813F1D'"""
+
+example_mode_aes_256_ctr_datatype_utf8string_iv_16_aad_None = r"""'2E9B2BD2B8BA872DB56225F82754048C944F1E670DF94BAA'"""
+
+example_mode_aes_256_ctr_datatype_utf8fixedstring_iv_16_aad_None = r"""'2E9B2BD2B8BA872DB56225F82754048C944F1E670DF94BAA'"""
+
diff --git a/tests/testflows/aes_encryption/tests/snapshots/encrypt_mysql.py.encrypt_mysql.snapshot b/tests/testflows/aes_encryption/tests/snapshots/encrypt_mysql.py.encrypt_mysql.snapshot
new file mode 100644
index 00000000000..280dbf35be2
--- /dev/null
+++ b/tests/testflows/aes_encryption/tests/snapshots/encrypt_mysql.py.encrypt_mysql.snapshot
@@ -0,0 +1,3060 @@
+example_mode_aes_128_ecb_datatype_bytes_key_16_iv_None = r"""'7B62A15720E13327948BF706B89CF2BE'"""
+
+example_mode_aes_128_ecb_datatype_emptystring_key_16_iv_None = r"""'F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_utf8string_key_16_iv_None = r"""'4F5025E938F215F36B4EFEBD8A328B5CB8D530E00C83AD075E2D845A2425D8B5'"""
+
+example_mode_aes_128_ecb_datatype_utf8fixedstring_key_16_iv_None = r"""'4F5025E938F215F36B4EFEBD8A328B5CB8D530E00C83AD075E2D845A2425D8B5'"""
+
+example_mode_aes_128_ecb_datatype_String_key_16_iv_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_ecb_datatype_FixedString_key_16_iv_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_ecb_datatype_UInt8_key_16_iv_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_ecb_datatype_UInt16_key_16_iv_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_ecb_datatype_UInt32_key_16_iv_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_ecb_datatype_UInt64_key_16_iv_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_ecb_datatype_Int8_key_16_iv_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_ecb_datatype_Int16_key_16_iv_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_ecb_datatype_Int32_key_16_iv_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_ecb_datatype_Int64_key_16_iv_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_ecb_datatype_Float32_key_16_iv_None = r"""'FF4D70D9A1050E6BBDD0325FC45CC22D'"""
+
+example_mode_aes_128_ecb_datatype_Float64_key_16_iv_None = r"""'75FE6B4A722A31D7760680CC1B9F131D'"""
+
+example_mode_aes_128_ecb_datatype_Decimal32_key_16_iv_None = r"""'83BBD7CCE7E5A38071653870475D48D2'"""
+
+example_mode_aes_128_ecb_datatype_Decimal64_key_16_iv_None = r"""'BE0DD9302B2952CE9CC3721DD85C8E66'"""
+
+example_mode_aes_128_ecb_datatype_Decimal128_key_16_iv_None = r"""'5F3DBFA74809E45E03980357B26787AFF30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_UUID_key_16_iv_None = r"""'FF9161B222B4A67481271035745F06D9F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_Date_key_16_iv_None = r"""'1E4FBE33752D96D147E890C29A409BFE'"""
+
+example_mode_aes_128_ecb_datatype_DateTime_key_16_iv_None = r"""'384F3D97B78D52C73CD06C0E1B6DE399'"""
+
+example_mode_aes_128_ecb_datatype_DateTime64_key_16_iv_None = r"""'C7F50A2D0175F3ED280AD42FF01FF5F2'"""
+
+example_mode_aes_128_ecb_datatype_LowCardinality_key_16_iv_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_ecb_datatype_Array_key_16_iv_None = r"""'D9152D05CFA9E162983A5A2E883109B4'"""
+
+example_mode_aes_128_ecb_datatype_NULL_key_16_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_ecb_datatype_IPv4_key_16_iv_None = r"""'4F32782638C1F33C6A7202CA83F0C12C'"""
+
+example_mode_aes_128_ecb_datatype_IPv6_key_16_iv_None = r"""'F54700FF04ADAD342BA6830DB12AD7E9F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_ecb_datatype_Enum8_key_16_iv_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_ecb_datatype_Enum16_key_16_iv_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_ecb_datatype_bytes_key_24_iv_None = r"""'0E7A1A2ED5C8BCC0B811B44D7FEA9E51'"""
+
+example_mode_aes_128_ecb_datatype_emptystring_key_24_iv_None = r"""'644DD62B737880C0203A16C9844616A6'"""
+
+example_mode_aes_128_ecb_datatype_utf8string_key_24_iv_None = r"""'4A970096F9F40F5507A678BF07F22B6B0644E044B974D161C223EA94DCB43B5D'"""
+
+example_mode_aes_128_ecb_datatype_utf8fixedstring_key_24_iv_None = r"""'4A970096F9F40F5507A678BF07F22B6B0644E044B974D161C223EA94DCB43B5D'"""
+
+example_mode_aes_128_ecb_datatype_String_key_24_iv_None = r"""'697175286BC73A26C572DBD9480738F3'"""
+
+example_mode_aes_128_ecb_datatype_FixedString_key_24_iv_None = r"""'697175286BC73A26C572DBD9480738F3'"""
+
+example_mode_aes_128_ecb_datatype_UInt8_key_24_iv_None = r"""'113A22E44AC1C4B397CC8204C069F5F4'"""
+
+example_mode_aes_128_ecb_datatype_UInt16_key_24_iv_None = r"""'94DD57978311932F2E9FED922796A023'"""
+
+example_mode_aes_128_ecb_datatype_UInt32_key_24_iv_None = r"""'CB84F00C70A72890AF6F7106AE8109CB'"""
+
+example_mode_aes_128_ecb_datatype_UInt64_key_24_iv_None = r"""'973944561BDA0D954449BEBD64C9ED7A'"""
+
+example_mode_aes_128_ecb_datatype_Int8_key_24_iv_None = r"""'113A22E44AC1C4B397CC8204C069F5F4'"""
+
+example_mode_aes_128_ecb_datatype_Int16_key_24_iv_None = r"""'94DD57978311932F2E9FED922796A023'"""
+
+example_mode_aes_128_ecb_datatype_Int32_key_24_iv_None = r"""'CB84F00C70A72890AF6F7106AE8109CB'"""
+
+example_mode_aes_128_ecb_datatype_Int64_key_24_iv_None = r"""'973944561BDA0D954449BEBD64C9ED7A'"""
+
+example_mode_aes_128_ecb_datatype_Float32_key_24_iv_None = r"""'7BCD3C1EB87CDA7BBA4B19929367243E'"""
+
+example_mode_aes_128_ecb_datatype_Float64_key_24_iv_None = r"""'3712B5B24D8F17CA7BE784AB7D57514E'"""
+
+example_mode_aes_128_ecb_datatype_Decimal32_key_24_iv_None = r"""'37BE2C0520C1A4C6F88CCBA2EEC020E5'"""
+
+example_mode_aes_128_ecb_datatype_Decimal64_key_24_iv_None = r"""'9ACC742A0FD36A80FEA2DBA2D73C4BFA'"""
+
+example_mode_aes_128_ecb_datatype_Decimal128_key_24_iv_None = r"""'EE8E9F15CAE8C5B6F2E0547636DEAF14644DD62B737880C0203A16C9844616A6'"""
+
+example_mode_aes_128_ecb_datatype_UUID_key_24_iv_None = r"""'6FD5580CC0B329922B575B79D4AD6E70644DD62B737880C0203A16C9844616A6'"""
+
+example_mode_aes_128_ecb_datatype_Date_key_24_iv_None = r"""'B0ADFA31B83C5B33B277097C33B06CB4'"""
+
+example_mode_aes_128_ecb_datatype_DateTime_key_24_iv_None = r"""'0632CF6416213B4153D247F4A85EAB19'"""
+
+example_mode_aes_128_ecb_datatype_DateTime64_key_24_iv_None = r"""'3D1049375E6EA3599E7AC2C753B1AA7F'"""
+
+example_mode_aes_128_ecb_datatype_LowCardinality_key_24_iv_None = r"""'697175286BC73A26C572DBD9480738F3'"""
+
+example_mode_aes_128_ecb_datatype_Array_key_24_iv_None = r"""'129253539B09D45C2147884BB2B866BD'"""
+
+example_mode_aes_128_ecb_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_ecb_datatype_IPv4_key_24_iv_None = r"""'B0D8302DB6F6B772E883A9353CDC28F0'"""
+
+example_mode_aes_128_ecb_datatype_IPv6_key_24_iv_None = r"""'781ABF0C605281F93A00B9BADD2CD1E3644DD62B737880C0203A16C9844616A6'"""
+
+example_mode_aes_128_ecb_datatype_Enum8_key_24_iv_None = r"""'113A22E44AC1C4B397CC8204C069F5F4'"""
+
+example_mode_aes_128_ecb_datatype_Enum16_key_24_iv_None = r"""'94DD57978311932F2E9FED922796A023'"""
+
+example_mode_aes_192_ecb_datatype_bytes_key_24_iv_None = r"""'C60D7A90C41260E3CD03422E9163144A'"""
+
+example_mode_aes_192_ecb_datatype_emptystring_key_24_iv_None = r"""'D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_utf8string_key_24_iv_None = r"""'7C1CE735A57407291267928DE0E2E479822D3586BD475686D9DAB17103D7B162'"""
+
+example_mode_aes_192_ecb_datatype_utf8fixedstring_key_24_iv_None = r"""'7C1CE735A57407291267928DE0E2E479822D3586BD475686D9DAB17103D7B162'"""
+
+example_mode_aes_192_ecb_datatype_String_key_24_iv_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_ecb_datatype_FixedString_key_24_iv_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_ecb_datatype_UInt8_key_24_iv_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_ecb_datatype_UInt16_key_24_iv_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_ecb_datatype_UInt32_key_24_iv_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_ecb_datatype_UInt64_key_24_iv_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_ecb_datatype_Int8_key_24_iv_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_ecb_datatype_Int16_key_24_iv_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_ecb_datatype_Int32_key_24_iv_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_ecb_datatype_Int64_key_24_iv_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_ecb_datatype_Float32_key_24_iv_None = r"""'4E0C122631ED64EAD726833291A81878'"""
+
+example_mode_aes_192_ecb_datatype_Float64_key_24_iv_None = r"""'3F723599278E22E4692CE7D7D5F9A12F'"""
+
+example_mode_aes_192_ecb_datatype_Decimal32_key_24_iv_None = r"""'2420D49DBAA5CEF7D853C98DA1BD33BF'"""
+
+example_mode_aes_192_ecb_datatype_Decimal64_key_24_iv_None = r"""'FDF594113FCC2776653ED109A51FADF1'"""
+
+example_mode_aes_192_ecb_datatype_Decimal128_key_24_iv_None = r"""'79207931793E374FB5A3A2AC1ECA857AD8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_UUID_key_24_iv_None = r"""'9FDB738E78D0D2F774C484ED82A854E4D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_Date_key_24_iv_None = r"""'2CDD4685168FA3E2A7FA2092E86F44D4'"""
+
+example_mode_aes_192_ecb_datatype_DateTime_key_24_iv_None = r"""'A4BEE097872E44FAD94D6707D6643DF5'"""
+
+example_mode_aes_192_ecb_datatype_DateTime64_key_24_iv_None = r"""'1798B23C09F783623943560DF142E0F3'"""
+
+example_mode_aes_192_ecb_datatype_LowCardinality_key_24_iv_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_ecb_datatype_Array_key_24_iv_None = r"""'7C0B9021CAF2CBBB06DBF589740DCC65'"""
+
+example_mode_aes_192_ecb_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_ecb_datatype_IPv4_key_24_iv_None = r"""'B20465C932A0719BA04E2F76371510D8'"""
+
+example_mode_aes_192_ecb_datatype_IPv6_key_24_iv_None = r"""'CCCDC9B9C3F182254591DFEDDCE9F232D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_ecb_datatype_Enum8_key_24_iv_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_ecb_datatype_Enum16_key_24_iv_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_ecb_datatype_bytes_key_32_iv_None = r"""'4977677DCA6485E59B6D2AEC781DB50E'"""
+
+example_mode_aes_192_ecb_datatype_emptystring_key_32_iv_None = r"""'4F9776A389026F399064946440DF432F'"""
+
+example_mode_aes_192_ecb_datatype_utf8string_key_32_iv_None = r"""'718D9D0FCE92DF4C73C6ADF970082475F5B91A80060E2F74BDB70F4D61D51128'"""
+
+example_mode_aes_192_ecb_datatype_utf8fixedstring_key_32_iv_None = r"""'718D9D0FCE92DF4C73C6ADF970082475F5B91A80060E2F74BDB70F4D61D51128'"""
+
+example_mode_aes_192_ecb_datatype_String_key_32_iv_None = r"""'851106E40808E28682DAC1AD840A7E92'"""
+
+example_mode_aes_192_ecb_datatype_FixedString_key_32_iv_None = r"""'851106E40808E28682DAC1AD840A7E92'"""
+
+example_mode_aes_192_ecb_datatype_UInt8_key_32_iv_None = r"""'077626FAA6FD46322732E0A107849CBE'"""
+
+example_mode_aes_192_ecb_datatype_UInt16_key_32_iv_None = r"""'C55FFF6925F48B2DDDD3F8696A6EE21A'"""
+
+example_mode_aes_192_ecb_datatype_UInt32_key_32_iv_None = r"""'7F3A3604968AC5BB1578D256A221442A'"""
+
+example_mode_aes_192_ecb_datatype_UInt64_key_32_iv_None = r"""'FCC1BC19F3A2F8F0484BD2BF3A069BB9'"""
+
+example_mode_aes_192_ecb_datatype_Int8_key_32_iv_None = r"""'077626FAA6FD46322732E0A107849CBE'"""
+
+example_mode_aes_192_ecb_datatype_Int16_key_32_iv_None = r"""'C55FFF6925F48B2DDDD3F8696A6EE21A'"""
+
+example_mode_aes_192_ecb_datatype_Int32_key_32_iv_None = r"""'7F3A3604968AC5BB1578D256A221442A'"""
+
+example_mode_aes_192_ecb_datatype_Int64_key_32_iv_None = r"""'FCC1BC19F3A2F8F0484BD2BF3A069BB9'"""
+
+example_mode_aes_192_ecb_datatype_Float32_key_32_iv_None = r"""'57AC570C827D0B10A340A635080E4BED'"""
+
+example_mode_aes_192_ecb_datatype_Float64_key_32_iv_None = r"""'EB761A3EB9A06676C875E70C6323B6D3'"""
+
+example_mode_aes_192_ecb_datatype_Decimal32_key_32_iv_None = r"""'07757D905A8DF38EEC7EAC2436BC883D'"""
+
+example_mode_aes_192_ecb_datatype_Decimal64_key_32_iv_None = r"""'B3DD7C625F5C9CAEB24B014AAF1660CF'"""
+
+example_mode_aes_192_ecb_datatype_Decimal128_key_32_iv_None = r"""'AF4EE89B714CBB6ED41802268A6C291F4F9776A389026F399064946440DF432F'"""
+
+example_mode_aes_192_ecb_datatype_UUID_key_32_iv_None = r"""'6DDADFA4AD0FEA6DD4AE756F5E13E0EE4F9776A389026F399064946440DF432F'"""
+
+example_mode_aes_192_ecb_datatype_Date_key_32_iv_None = r"""'D2212BB509C49D9DCBE970F86D34C4BE'"""
+
+example_mode_aes_192_ecb_datatype_DateTime_key_32_iv_None = r"""'C3AB19DCEFE1F61019484A2589D69037'"""
+
+example_mode_aes_192_ecb_datatype_DateTime64_key_32_iv_None = r"""'FB427597072B72E5C3D1D65247DB6A8C'"""
+
+example_mode_aes_192_ecb_datatype_LowCardinality_key_32_iv_None = r"""'851106E40808E28682DAC1AD840A7E92'"""
+
+example_mode_aes_192_ecb_datatype_Array_key_32_iv_None = r"""'D0FE4D4B34CFA03960FA609F1AA18D79'"""
+
+example_mode_aes_192_ecb_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_ecb_datatype_IPv4_key_32_iv_None = r"""'F07B737C70748F1ACDF5DBB874B4D78B'"""
+
+example_mode_aes_192_ecb_datatype_IPv6_key_32_iv_None = r"""'C95A36120328FDE78278655287FF91F44F9776A389026F399064946440DF432F'"""
+
+example_mode_aes_192_ecb_datatype_Enum8_key_32_iv_None = r"""'077626FAA6FD46322732E0A107849CBE'"""
+
+example_mode_aes_192_ecb_datatype_Enum16_key_32_iv_None = r"""'C55FFF6925F48B2DDDD3F8696A6EE21A'"""
+
+example_mode_aes_256_ecb_datatype_bytes_key_32_iv_None = r"""'B73CDD4E7705F0C516612F860715EBE3'"""
+
+example_mode_aes_256_ecb_datatype_emptystring_key_32_iv_None = r"""'217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_utf8string_key_32_iv_None = r"""'3303F819796DDB5046AAFAB8A39FC3AB8A858B18916A30D2E2C3C9C9BBC961FD'"""
+
+example_mode_aes_256_ecb_datatype_utf8fixedstring_key_32_iv_None = r"""'3303F819796DDB5046AAFAB8A39FC3AB8A858B18916A30D2E2C3C9C9BBC961FD'"""
+
+example_mode_aes_256_ecb_datatype_String_key_32_iv_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_ecb_datatype_FixedString_key_32_iv_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_ecb_datatype_UInt8_key_32_iv_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_ecb_datatype_UInt16_key_32_iv_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_ecb_datatype_UInt32_key_32_iv_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_ecb_datatype_UInt64_key_32_iv_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_ecb_datatype_Int8_key_32_iv_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_ecb_datatype_Int16_key_32_iv_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_ecb_datatype_Int32_key_32_iv_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_ecb_datatype_Int64_key_32_iv_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_ecb_datatype_Float32_key_32_iv_None = r"""'A11ED1B75CF1C04C6CA3A31E76627D4C'"""
+
+example_mode_aes_256_ecb_datatype_Float64_key_32_iv_None = r"""'464C85EB7DB36D95CF48A3431CC7B2BC'"""
+
+example_mode_aes_256_ecb_datatype_Decimal32_key_32_iv_None = r"""'988C793BD81036C1D05EC47F43851269'"""
+
+example_mode_aes_256_ecb_datatype_Decimal64_key_32_iv_None = r"""'50FFB9C104DBFF3F415F12BA73D6FF1C'"""
+
+example_mode_aes_256_ecb_datatype_Decimal128_key_32_iv_None = r"""'B04C40C085A262E3AA27F8E7F6831DCB217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_UUID_key_32_iv_None = r"""'6A36D74ACB38B95FA77BC757A7AB2C34217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_Date_key_32_iv_None = r"""'F1CFA361A9B08FC101F3A4707A3E04D2'"""
+
+example_mode_aes_256_ecb_datatype_DateTime_key_32_iv_None = r"""'D58178485CD1AE1C30F68383307B8BC5'"""
+
+example_mode_aes_256_ecb_datatype_DateTime64_key_32_iv_None = r"""'A19B65BCB740B2AF4D421CE1DEC43608'"""
+
+example_mode_aes_256_ecb_datatype_LowCardinality_key_32_iv_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_ecb_datatype_Array_key_32_iv_None = r"""'C4071E4FD44F004347EA9932326B7038'"""
+
+example_mode_aes_256_ecb_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_ecb_datatype_IPv4_key_32_iv_None = r"""'6C7950041CB4041D4D8036FCD22E3B06'"""
+
+example_mode_aes_256_ecb_datatype_IPv6_key_32_iv_None = r"""'8CBF2DC164F4086B8DD14B75E3065621217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_ecb_datatype_Enum8_key_32_iv_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_ecb_datatype_Enum16_key_32_iv_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_ecb_datatype_bytes_key_64_iv_None = r"""'2600697679EF0B3989C4EA3C0323CB8B'"""
+
+example_mode_aes_256_ecb_datatype_emptystring_key_64_iv_None = r"""'1F788FE6D86C317549697FBF0C07FA43'"""
+
+example_mode_aes_256_ecb_datatype_utf8string_key_64_iv_None = r"""'AB49D11AECD4A57A8BB4155C9F6733FBC9E3E51C40CDF6FA420050B461F48FA7'"""
+
+example_mode_aes_256_ecb_datatype_utf8fixedstring_key_64_iv_None = r"""'AB49D11AECD4A57A8BB4155C9F6733FBC9E3E51C40CDF6FA420050B461F48FA7'"""
+
+example_mode_aes_256_ecb_datatype_String_key_64_iv_None = r"""'7492B9A2D0E86DAF1DBCAEDBAD9E3D7E'"""
+
+example_mode_aes_256_ecb_datatype_FixedString_key_64_iv_None = r"""'7492B9A2D0E86DAF1DBCAEDBAD9E3D7E'"""
+
+example_mode_aes_256_ecb_datatype_UInt8_key_64_iv_None = r"""'FE2DE0EEF32A0510DC312ED77D1293EB'"""
+
+example_mode_aes_256_ecb_datatype_UInt16_key_64_iv_None = r"""'6805EDF8559E85ECBC4CA0AC3E241CB5'"""
+
+example_mode_aes_256_ecb_datatype_UInt32_key_64_iv_None = r"""'B2E6C9CE7EB187B7F56E754587C6BDBE'"""
+
+example_mode_aes_256_ecb_datatype_UInt64_key_64_iv_None = r"""'4F805F6D67E44124754951AEC9FDCEF3'"""
+
+example_mode_aes_256_ecb_datatype_Int8_key_64_iv_None = r"""'FE2DE0EEF32A0510DC312ED77D1293EB'"""
+
+example_mode_aes_256_ecb_datatype_Int16_key_64_iv_None = r"""'6805EDF8559E85ECBC4CA0AC3E241CB5'"""
+
+example_mode_aes_256_ecb_datatype_Int32_key_64_iv_None = r"""'B2E6C9CE7EB187B7F56E754587C6BDBE'"""
+
+example_mode_aes_256_ecb_datatype_Int64_key_64_iv_None = r"""'4F805F6D67E44124754951AEC9FDCEF3'"""
+
+example_mode_aes_256_ecb_datatype_Float32_key_64_iv_None = r"""'8014D3F1CFF0B7A66AE06FBDFA006FA6'"""
+
+example_mode_aes_256_ecb_datatype_Float64_key_64_iv_None = r"""'2C734E3A5A82C65E8918FA329B936114'"""
+
+example_mode_aes_256_ecb_datatype_Decimal32_key_64_iv_None = r"""'95245BC3292B4749E8CC7B5FDD26CAD9'"""
+
+example_mode_aes_256_ecb_datatype_Decimal64_key_64_iv_None = r"""'443682D0541F666078718D4790C3CE4E'"""
+
+example_mode_aes_256_ecb_datatype_Decimal128_key_64_iv_None = r"""'BE7F01084B171062CB4CCCCF9BB77D671F788FE6D86C317549697FBF0C07FA43'"""
+
+example_mode_aes_256_ecb_datatype_UUID_key_64_iv_None = r"""'65F2B1003C30A2E7148652BA06EF09FC1F788FE6D86C317549697FBF0C07FA43'"""
+
+example_mode_aes_256_ecb_datatype_Date_key_64_iv_None = r"""'D72724C85F90712153FC49FB33432644'"""
+
+example_mode_aes_256_ecb_datatype_DateTime_key_64_iv_None = r"""'B734143D37365E5C3325E0396BABC2AB'"""
+
+example_mode_aes_256_ecb_datatype_DateTime64_key_64_iv_None = r"""'78DDC273BE606E8F546538FC02508360'"""
+
+example_mode_aes_256_ecb_datatype_LowCardinality_key_64_iv_None = r"""'7492B9A2D0E86DAF1DBCAEDBAD9E3D7E'"""
+
+example_mode_aes_256_ecb_datatype_Array_key_64_iv_None = r"""'592C364BE5AEBE911096DEB1F6C75AB9'"""
+
+example_mode_aes_256_ecb_datatype_NULL_key_64_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_ecb_datatype_IPv4_key_64_iv_None = r"""'F5401B3B979784C3FF4C86DD726872F9'"""
+
+example_mode_aes_256_ecb_datatype_IPv6_key_64_iv_None = r"""'3F810185F7D07B5E5A897E96BCA930ED1F788FE6D86C317549697FBF0C07FA43'"""
+
+example_mode_aes_256_ecb_datatype_Enum8_key_64_iv_None = r"""'FE2DE0EEF32A0510DC312ED77D1293EB'"""
+
+example_mode_aes_256_ecb_datatype_Enum16_key_64_iv_None = r"""'6805EDF8559E85ECBC4CA0AC3E241CB5'"""
+
+example_mode_aes_128_cbc_datatype_bytes_key_16_iv_None = r"""'7B62A15720E13327948BF706B89CF2BE'"""
+
+example_mode_aes_128_cbc_datatype_emptystring_key_16_iv_None = r"""'F30C69C4F945E654EBD4B388B1C8F790'"""
+
+example_mode_aes_128_cbc_datatype_utf8string_key_16_iv_None = r"""'4F5025E938F215F36B4EFEBD8A328B5C00AF476CA1EE03B7C0D297C2BF287339'"""
+
+example_mode_aes_128_cbc_datatype_utf8fixedstring_key_16_iv_None = r"""'4F5025E938F215F36B4EFEBD8A328B5C00AF476CA1EE03B7C0D297C2BF287339'"""
+
+example_mode_aes_128_cbc_datatype_String_key_16_iv_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_cbc_datatype_FixedString_key_16_iv_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_cbc_datatype_UInt8_key_16_iv_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_cbc_datatype_UInt16_key_16_iv_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_cbc_datatype_UInt32_key_16_iv_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_cbc_datatype_UInt64_key_16_iv_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_cbc_datatype_Int8_key_16_iv_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_cbc_datatype_Int16_key_16_iv_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_128_cbc_datatype_Int32_key_16_iv_None = r"""'E86C0858C6D9CCD970BA6DC320038306'"""
+
+example_mode_aes_128_cbc_datatype_Int64_key_16_iv_None = r"""'2D43D83E0250AE8AC4403551B639F694'"""
+
+example_mode_aes_128_cbc_datatype_Float32_key_16_iv_None = r"""'FF4D70D9A1050E6BBDD0325FC45CC22D'"""
+
+example_mode_aes_128_cbc_datatype_Float64_key_16_iv_None = r"""'75FE6B4A722A31D7760680CC1B9F131D'"""
+
+example_mode_aes_128_cbc_datatype_Decimal32_key_16_iv_None = r"""'83BBD7CCE7E5A38071653870475D48D2'"""
+
+example_mode_aes_128_cbc_datatype_Decimal64_key_16_iv_None = r"""'BE0DD9302B2952CE9CC3721DD85C8E66'"""
+
+example_mode_aes_128_cbc_datatype_Decimal128_key_16_iv_None = r"""'5F3DBFA74809E45E03980357B26787AF0D55B905F5525D3F5916FF811D8A6E7E'"""
+
+example_mode_aes_128_cbc_datatype_UUID_key_16_iv_None = r"""'FF9161B222B4A67481271035745F06D991B6833DF67CBA9BC6E1AAEADBE363BB'"""
+
+example_mode_aes_128_cbc_datatype_Date_key_16_iv_None = r"""'1E4FBE33752D96D147E890C29A409BFE'"""
+
+example_mode_aes_128_cbc_datatype_DateTime_key_16_iv_None = r"""'384F3D97B78D52C73CD06C0E1B6DE399'"""
+
+example_mode_aes_128_cbc_datatype_DateTime64_key_16_iv_None = r"""'C7F50A2D0175F3ED280AD42FF01FF5F2'"""
+
+example_mode_aes_128_cbc_datatype_LowCardinality_key_16_iv_None = r"""'7C51909F95C1E9B886A3487CD3EBED69'"""
+
+example_mode_aes_128_cbc_datatype_Array_key_16_iv_None = r"""'D9152D05CFA9E162983A5A2E883109B4'"""
+
+example_mode_aes_128_cbc_datatype_NULL_key_16_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_cbc_datatype_IPv4_key_16_iv_None = r"""'4F32782638C1F33C6A7202CA83F0C12C'"""
+
+example_mode_aes_128_cbc_datatype_IPv6_key_16_iv_None = r"""'F54700FF04ADAD342BA6830DB12AD7E9B1B4BE8B15BAE0B2C9196D69E3D53C6C'"""
+
+example_mode_aes_128_cbc_datatype_Enum8_key_16_iv_None = r"""'4CDF8A192A06AC6EDBDCE2BFB53B7D73'"""
+
+example_mode_aes_128_cbc_datatype_Enum16_key_16_iv_None = r"""'12FB5B75B1CB5DF0DC70D8039758691D'"""
+
+example_mode_aes_192_cbc_datatype_bytes_key_24_iv_None = r"""'C60D7A90C41260E3CD03422E9163144A'"""
+
+example_mode_aes_192_cbc_datatype_emptystring_key_24_iv_None = r"""'D8ED6FC305C161EFCF57A383DAF31A83'"""
+
+example_mode_aes_192_cbc_datatype_utf8string_key_24_iv_None = r"""'7C1CE735A57407291267928DE0E2E47918C12F093BCD530F69669FC25B23195A'"""
+
+example_mode_aes_192_cbc_datatype_utf8fixedstring_key_24_iv_None = r"""'7C1CE735A57407291267928DE0E2E47918C12F093BCD530F69669FC25B23195A'"""
+
+example_mode_aes_192_cbc_datatype_String_key_24_iv_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_cbc_datatype_FixedString_key_24_iv_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_cbc_datatype_UInt8_key_24_iv_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_cbc_datatype_UInt16_key_24_iv_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_cbc_datatype_UInt32_key_24_iv_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_cbc_datatype_UInt64_key_24_iv_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_cbc_datatype_Int8_key_24_iv_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_cbc_datatype_Int16_key_24_iv_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_192_cbc_datatype_Int32_key_24_iv_None = r"""'9F32F3F6B3C3B1830F56B5B94C93875D'"""
+
+example_mode_aes_192_cbc_datatype_Int64_key_24_iv_None = r"""'8DE807D54B7717BFC773567D9FFE292D'"""
+
+example_mode_aes_192_cbc_datatype_Float32_key_24_iv_None = r"""'4E0C122631ED64EAD726833291A81878'"""
+
+example_mode_aes_192_cbc_datatype_Float64_key_24_iv_None = r"""'3F723599278E22E4692CE7D7D5F9A12F'"""
+
+example_mode_aes_192_cbc_datatype_Decimal32_key_24_iv_None = r"""'2420D49DBAA5CEF7D853C98DA1BD33BF'"""
+
+example_mode_aes_192_cbc_datatype_Decimal64_key_24_iv_None = r"""'FDF594113FCC2776653ED109A51FADF1'"""
+
+example_mode_aes_192_cbc_datatype_Decimal128_key_24_iv_None = r"""'79207931793E374FB5A3A2AC1ECA857A583603B3047000A843425EECA4C35311'"""
+
+example_mode_aes_192_cbc_datatype_UUID_key_24_iv_None = r"""'9FDB738E78D0D2F774C484ED82A854E46B580C61DBE08478DC523DA6AD605078'"""
+
+example_mode_aes_192_cbc_datatype_Date_key_24_iv_None = r"""'2CDD4685168FA3E2A7FA2092E86F44D4'"""
+
+example_mode_aes_192_cbc_datatype_DateTime_key_24_iv_None = r"""'A4BEE097872E44FAD94D6707D6643DF5'"""
+
+example_mode_aes_192_cbc_datatype_DateTime64_key_24_iv_None = r"""'1798B23C09F783623943560DF142E0F3'"""
+
+example_mode_aes_192_cbc_datatype_LowCardinality_key_24_iv_None = r"""'1AE38A541D466EDFED572EE839B0907F'"""
+
+example_mode_aes_192_cbc_datatype_Array_key_24_iv_None = r"""'7C0B9021CAF2CBBB06DBF589740DCC65'"""
+
+example_mode_aes_192_cbc_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_cbc_datatype_IPv4_key_24_iv_None = r"""'B20465C932A0719BA04E2F76371510D8'"""
+
+example_mode_aes_192_cbc_datatype_IPv6_key_24_iv_None = r"""'CCCDC9B9C3F182254591DFEDDCE9F2326879326F3973401A6293A92BCB8EDFC4'"""
+
+example_mode_aes_192_cbc_datatype_Enum8_key_24_iv_None = r"""'01CC3C67F07C3FA6E5EFB7AE5F19130B'"""
+
+example_mode_aes_192_cbc_datatype_Enum16_key_24_iv_None = r"""'B50A3019F16B9C643FB40259E4B09308'"""
+
+example_mode_aes_256_cbc_datatype_bytes_key_32_iv_None = r"""'B73CDD4E7705F0C516612F860715EBE3'"""
+
+example_mode_aes_256_cbc_datatype_emptystring_key_32_iv_None = r"""'217E121CBD32CEC1F6FD3EBDF414BC34'"""
+
+example_mode_aes_256_cbc_datatype_utf8string_key_32_iv_None = r"""'3303F819796DDB5046AAFAB8A39FC3ABC19300E0966158A167939EDD20D39907'"""
+
+example_mode_aes_256_cbc_datatype_utf8fixedstring_key_32_iv_None = r"""'3303F819796DDB5046AAFAB8A39FC3ABC19300E0966158A167939EDD20D39907'"""
+
+example_mode_aes_256_cbc_datatype_String_key_32_iv_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_cbc_datatype_FixedString_key_32_iv_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_cbc_datatype_UInt8_key_32_iv_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_cbc_datatype_UInt16_key_32_iv_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_cbc_datatype_UInt32_key_32_iv_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_cbc_datatype_UInt64_key_32_iv_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_cbc_datatype_Int8_key_32_iv_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_cbc_datatype_Int16_key_32_iv_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_256_cbc_datatype_Int32_key_32_iv_None = r"""'D8876CDF9B97DD110E780F958C1EA2AA'"""
+
+example_mode_aes_256_cbc_datatype_Int64_key_32_iv_None = r"""'F6E11A48B6D830F7B8D0817885C05D3C'"""
+
+example_mode_aes_256_cbc_datatype_Float32_key_32_iv_None = r"""'A11ED1B75CF1C04C6CA3A31E76627D4C'"""
+
+example_mode_aes_256_cbc_datatype_Float64_key_32_iv_None = r"""'464C85EB7DB36D95CF48A3431CC7B2BC'"""
+
+example_mode_aes_256_cbc_datatype_Decimal32_key_32_iv_None = r"""'988C793BD81036C1D05EC47F43851269'"""
+
+example_mode_aes_256_cbc_datatype_Decimal64_key_32_iv_None = r"""'50FFB9C104DBFF3F415F12BA73D6FF1C'"""
+
+example_mode_aes_256_cbc_datatype_Decimal128_key_32_iv_None = r"""'B04C40C085A262E3AA27F8E7F6831DCB36585C228B0286E7A8D8DBAF754C4C38'"""
+
+example_mode_aes_256_cbc_datatype_UUID_key_32_iv_None = r"""'6A36D74ACB38B95FA77BC757A7AB2C3428548E6132D69A22B320775A21ABA11F'"""
+
+example_mode_aes_256_cbc_datatype_Date_key_32_iv_None = r"""'F1CFA361A9B08FC101F3A4707A3E04D2'"""
+
+example_mode_aes_256_cbc_datatype_DateTime_key_32_iv_None = r"""'D58178485CD1AE1C30F68383307B8BC5'"""
+
+example_mode_aes_256_cbc_datatype_DateTime64_key_32_iv_None = r"""'A19B65BCB740B2AF4D421CE1DEC43608'"""
+
+example_mode_aes_256_cbc_datatype_LowCardinality_key_32_iv_None = r"""'C91184ED1E67F0CDED89B097D5D3B130'"""
+
+example_mode_aes_256_cbc_datatype_Array_key_32_iv_None = r"""'C4071E4FD44F004347EA9932326B7038'"""
+
+example_mode_aes_256_cbc_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_cbc_datatype_IPv4_key_32_iv_None = r"""'6C7950041CB4041D4D8036FCD22E3B06'"""
+
+example_mode_aes_256_cbc_datatype_IPv6_key_32_iv_None = r"""'8CBF2DC164F4086B8DD14B75E3065621393DE8421BAA5AE5E87096AEA7087507'"""
+
+example_mode_aes_256_cbc_datatype_Enum8_key_32_iv_None = r"""'3605C5E38A448F5FEFABADF3B9983FDF'"""
+
+example_mode_aes_256_cbc_datatype_Enum16_key_32_iv_None = r"""'2E5299C7A5672D8779BA9DDDE1DBCE00'"""
+
+example_mode_aes_128_cbc_datatype_bytes_key_16_iv_16 = r"""'CDA4B7027137998B9A33C2096C9A50DD'"""
+
+example_mode_aes_128_cbc_datatype_emptystring_key_16_iv_16 = r"""'56A77308430BA344FFBF016999795ED5'"""
+
+example_mode_aes_128_cbc_datatype_utf8string_key_16_iv_16 = r"""'0BD95BFF6DE2DC43D936DAF23937B06D602786A6770B627EB56BC7F681B1C9DB'"""
+
+example_mode_aes_128_cbc_datatype_utf8fixedstring_key_16_iv_16 = r"""'0BD95BFF6DE2DC43D936DAF23937B06D602786A6770B627EB56BC7F681B1C9DB'"""
+
+example_mode_aes_128_cbc_datatype_String_key_16_iv_16 = r"""'D017D171B3865D6EA347E14167261F41'"""
+
+example_mode_aes_128_cbc_datatype_FixedString_key_16_iv_16 = r"""'D017D171B3865D6EA347E14167261F41'"""
+
+example_mode_aes_128_cbc_datatype_UInt8_key_16_iv_16 = r"""'A5BD67663C14A01DC9AB3B5F7B0F9383'"""
+
+example_mode_aes_128_cbc_datatype_UInt16_key_16_iv_16 = r"""'02D98283BEADCA1AC6EF925F9BF86960'"""
+
+example_mode_aes_128_cbc_datatype_UInt32_key_16_iv_16 = r"""'E72BD2245C3B2B7474300D09DBD85F3F'"""
+
+example_mode_aes_128_cbc_datatype_UInt64_key_16_iv_16 = r"""'C9032C59328DEA2EE03ACDBEDFAE7475'"""
+
+example_mode_aes_128_cbc_datatype_Int8_key_16_iv_16 = r"""'A5BD67663C14A01DC9AB3B5F7B0F9383'"""
+
+example_mode_aes_128_cbc_datatype_Int16_key_16_iv_16 = r"""'02D98283BEADCA1AC6EF925F9BF86960'"""
+
+example_mode_aes_128_cbc_datatype_Int32_key_16_iv_16 = r"""'E72BD2245C3B2B7474300D09DBD85F3F'"""
+
+example_mode_aes_128_cbc_datatype_Int64_key_16_iv_16 = r"""'C9032C59328DEA2EE03ACDBEDFAE7475'"""
+
+example_mode_aes_128_cbc_datatype_Float32_key_16_iv_16 = r"""'A5425BDEB6B83E311C45249DAF3153F5'"""
+
+example_mode_aes_128_cbc_datatype_Float64_key_16_iv_16 = r"""'EEDA98EC4045C7D351F3905313073B79'"""
+
+example_mode_aes_128_cbc_datatype_Decimal32_key_16_iv_16 = r"""'52EBB74292ECD37A29E9809166CC77DB'"""
+
+example_mode_aes_128_cbc_datatype_Decimal64_key_16_iv_16 = r"""'95EF455767EC8FBD32BAAEFFB44FEEB7'"""
+
+example_mode_aes_128_cbc_datatype_Decimal128_key_16_iv_16 = r"""'94C066884FA09B0D3C750F20A2823304A2FE20B6B69AB18373E3F58623E0D7FB'"""
+
+example_mode_aes_128_cbc_datatype_UUID_key_16_iv_16 = r"""'1D909C15BB882E89AD68B1EFEAC72148DCD05E2303B6BE19007A945AFB778B42'"""
+
+example_mode_aes_128_cbc_datatype_Date_key_16_iv_16 = r"""'24A4F8CE8A9FAE48A0AFEB8A6203EFEA'"""
+
+example_mode_aes_128_cbc_datatype_DateTime_key_16_iv_16 = r"""'0DD5554819E3995B1B6B00362AEE9424'"""
+
+example_mode_aes_128_cbc_datatype_DateTime64_key_16_iv_16 = r"""'0E55319903957C9D1FDA4FB65C3871CB'"""
+
+example_mode_aes_128_cbc_datatype_LowCardinality_key_16_iv_16 = r"""'D017D171B3865D6EA347E14167261F41'"""
+
+example_mode_aes_128_cbc_datatype_Array_key_16_iv_16 = r"""'D53C82A5D13256B88DF41C1C1D924E40'"""
+
+example_mode_aes_128_cbc_datatype_NULL_key_16_iv_16 = r"""'\\N'"""
+
+example_mode_aes_128_cbc_datatype_IPv4_key_16_iv_16 = r"""'C0D81AAB3134EAB5B1F190958C6A29F9'"""
+
+example_mode_aes_128_cbc_datatype_IPv6_key_16_iv_16 = r"""'AE1A36F75C9BB387121445069A9968CA247FA4459ED3C8809089FEE334EB1EC7'"""
+
+example_mode_aes_128_cbc_datatype_Enum8_key_16_iv_16 = r"""'A5BD67663C14A01DC9AB3B5F7B0F9383'"""
+
+example_mode_aes_128_cbc_datatype_Enum16_key_16_iv_16 = r"""'02D98283BEADCA1AC6EF925F9BF86960'"""
+
+example_mode_aes_128_cbc_datatype_bytes_key_24_iv_24 = r"""'FD4D81969EDCB22A5B5DE4E21BDFE267'"""
+
+example_mode_aes_128_cbc_datatype_emptystring_key_24_iv_24 = r"""'BEFE724909AC17B32920D0400312227E'"""
+
+example_mode_aes_128_cbc_datatype_utf8string_key_24_iv_24 = r"""'A4FBBF549A9D453212CB69882DF12D34DAA659D7D176B78DE14F6AF36E0BE2C9'"""
+
+example_mode_aes_128_cbc_datatype_utf8fixedstring_key_24_iv_24 = r"""'A4FBBF549A9D453212CB69882DF12D34DAA659D7D176B78DE14F6AF36E0BE2C9'"""
+
+example_mode_aes_128_cbc_datatype_String_key_24_iv_24 = r"""'73C9874744984892250CCCEC8541D690'"""
+
+example_mode_aes_128_cbc_datatype_FixedString_key_24_iv_24 = r"""'73C9874744984892250CCCEC8541D690'"""
+
+example_mode_aes_128_cbc_datatype_UInt8_key_24_iv_24 = r"""'0E97B8F125240D96125B8AC23A798981'"""
+
+example_mode_aes_128_cbc_datatype_UInt16_key_24_iv_24 = r"""'9118F2C6B4E17730C62F85CB22E9A446'"""
+
+example_mode_aes_128_cbc_datatype_UInt32_key_24_iv_24 = r"""'2A189EB114A9487142573673C0F30929'"""
+
+example_mode_aes_128_cbc_datatype_UInt64_key_24_iv_24 = r"""'B6CA3E3C1C7830203FABD429664E81B3'"""
+
+example_mode_aes_128_cbc_datatype_Int8_key_24_iv_24 = r"""'0E97B8F125240D96125B8AC23A798981'"""
+
+example_mode_aes_128_cbc_datatype_Int16_key_24_iv_24 = r"""'9118F2C6B4E17730C62F85CB22E9A446'"""
+
+example_mode_aes_128_cbc_datatype_Int32_key_24_iv_24 = r"""'2A189EB114A9487142573673C0F30929'"""
+
+example_mode_aes_128_cbc_datatype_Int64_key_24_iv_24 = r"""'B6CA3E3C1C7830203FABD429664E81B3'"""
+
+example_mode_aes_128_cbc_datatype_Float32_key_24_iv_24 = r"""'79B44B6E26BC4BBACBBE312329F8C86D'"""
+
+example_mode_aes_128_cbc_datatype_Float64_key_24_iv_24 = r"""'C23864E616278AD006ED806C1EF89F71'"""
+
+example_mode_aes_128_cbc_datatype_Decimal32_key_24_iv_24 = r"""'4E14763E17CD954A2754768FF664CECE'"""
+
+example_mode_aes_128_cbc_datatype_Decimal64_key_24_iv_24 = r"""'A5D655F79EA638ECD6879A515853DD50'"""
+
+example_mode_aes_128_cbc_datatype_Decimal128_key_24_iv_24 = r"""'5C1C88BE7B68B91167BD317D3E6291A0D7920AEDA123237D0223EFB15F9C8ADC'"""
+
+example_mode_aes_128_cbc_datatype_UUID_key_24_iv_24 = r"""'ADF1CF6C8AF83CBD4BB3313E7E88FE8C377730890CC89DD91E95436ABC5E4F3A'"""
+
+example_mode_aes_128_cbc_datatype_Date_key_24_iv_24 = r"""'3127F80211A13ED02CED473BF2BFC28B'"""
+
+example_mode_aes_128_cbc_datatype_DateTime_key_24_iv_24 = r"""'A6B567CCFCE4F693BD6575D2D4DF498B'"""
+
+example_mode_aes_128_cbc_datatype_DateTime64_key_24_iv_24 = r"""'410F1A2A9E39722A1D0B549C3ADF9526'"""
+
+example_mode_aes_128_cbc_datatype_LowCardinality_key_24_iv_24 = r"""'73C9874744984892250CCCEC8541D690'"""
+
+example_mode_aes_128_cbc_datatype_Array_key_24_iv_24 = r"""'14A8202D2CACBE584BE9313C72F0478D'"""
+
+example_mode_aes_128_cbc_datatype_NULL_key_24_iv_24 = r"""'\\N'"""
+
+example_mode_aes_128_cbc_datatype_IPv4_key_24_iv_24 = r"""'9C554B2C04C5C9EAC0E7E36F1BD5CB80'"""
+
+example_mode_aes_128_cbc_datatype_IPv6_key_24_iv_24 = r"""'D548D293E5F41FE72A940A6A29EDBCDA8AAEBAC8BA27FB0B4DB65DAD63895B9F'"""
+
+example_mode_aes_128_cbc_datatype_Enum8_key_24_iv_24 = r"""'0E97B8F125240D96125B8AC23A798981'"""
+
+example_mode_aes_128_cbc_datatype_Enum16_key_24_iv_24 = r"""'9118F2C6B4E17730C62F85CB22E9A446'"""
+
+example_mode_aes_192_cbc_datatype_bytes_key_24_iv_16 = r"""'67771349942D4F812553F2E1E3FFB276'"""
+
+example_mode_aes_192_cbc_datatype_emptystring_key_24_iv_16 = r"""'62E9214DB5E239F0CAD31ADF26AB313F'"""
+
+example_mode_aes_192_cbc_datatype_utf8string_key_24_iv_16 = r"""'D619039D0956015C34336196DB3EB5A4710B2B8860344AB2625E9269C5E4A6CC'"""
+
+example_mode_aes_192_cbc_datatype_utf8fixedstring_key_24_iv_16 = r"""'D619039D0956015C34336196DB3EB5A4710B2B8860344AB2625E9269C5E4A6CC'"""
+
+example_mode_aes_192_cbc_datatype_String_key_24_iv_16 = r"""'A3DB45D129A5C9FDB5ED66E782B28BD2'"""
+
+example_mode_aes_192_cbc_datatype_FixedString_key_24_iv_16 = r"""'A3DB45D129A5C9FDB5ED66E782B28BD2'"""
+
+example_mode_aes_192_cbc_datatype_UInt8_key_24_iv_16 = r"""'F2A751470B32C58822F23B1417C11279'"""
+
+example_mode_aes_192_cbc_datatype_UInt16_key_24_iv_16 = r"""'CA1ECFEA89CF520D8FA14A38235E5FA5'"""
+
+example_mode_aes_192_cbc_datatype_UInt32_key_24_iv_16 = r"""'57F211370522621F23B59C8304878904'"""
+
+example_mode_aes_192_cbc_datatype_UInt64_key_24_iv_16 = r"""'DCF974CD88752B215284625F9164F5D4'"""
+
+example_mode_aes_192_cbc_datatype_Int8_key_24_iv_16 = r"""'F2A751470B32C58822F23B1417C11279'"""
+
+example_mode_aes_192_cbc_datatype_Int16_key_24_iv_16 = r"""'CA1ECFEA89CF520D8FA14A38235E5FA5'"""
+
+example_mode_aes_192_cbc_datatype_Int32_key_24_iv_16 = r"""'57F211370522621F23B59C8304878904'"""
+
+example_mode_aes_192_cbc_datatype_Int64_key_24_iv_16 = r"""'DCF974CD88752B215284625F9164F5D4'"""
+
+example_mode_aes_192_cbc_datatype_Float32_key_24_iv_16 = r"""'62EBE4FD1035D405BBD6C41436780E13'"""
+
+example_mode_aes_192_cbc_datatype_Float64_key_24_iv_16 = r"""'5706FC9892A4C1AB48FC93E13C9C72FE'"""
+
+example_mode_aes_192_cbc_datatype_Decimal32_key_24_iv_16 = r"""'BB056843D369A5E55982C92AD52EEC07'"""
+
+example_mode_aes_192_cbc_datatype_Decimal64_key_24_iv_16 = r"""'70ACD4156F9AC1444A75EFCB9202CA00'"""
+
+example_mode_aes_192_cbc_datatype_Decimal128_key_24_iv_16 = r"""'04748A45840A0CAAC83F139DB01C504B01FC56631A8B2FFBE68F2FC85B6FEEDE'"""
+
+example_mode_aes_192_cbc_datatype_UUID_key_24_iv_16 = r"""'D7B2ABC08F67823F61C3E8F680C12B3A8AA3E3711D412CB55ACFBC89C14949A8'"""
+
+example_mode_aes_192_cbc_datatype_Date_key_24_iv_16 = r"""'734BBE526E56B280E90E53DDEA7DB69B'"""
+
+example_mode_aes_192_cbc_datatype_DateTime_key_24_iv_16 = r"""'9B9BE7CC20F75DA3F39F688DE3A1ADAA'"""
+
+example_mode_aes_192_cbc_datatype_DateTime64_key_24_iv_16 = r"""'554FCAAF985378A561F7C6ED91E20C89'"""
+
+example_mode_aes_192_cbc_datatype_LowCardinality_key_24_iv_16 = r"""'A3DB45D129A5C9FDB5ED66E782B28BD2'"""
+
+example_mode_aes_192_cbc_datatype_Array_key_24_iv_16 = r"""'D85AF1078F110329896EFC462340171E'"""
+
+example_mode_aes_192_cbc_datatype_NULL_key_24_iv_16 = r"""'\\N'"""
+
+example_mode_aes_192_cbc_datatype_IPv4_key_24_iv_16 = r"""'6AF45078B1E924B6C107D4C0236EA937'"""
+
+example_mode_aes_192_cbc_datatype_IPv6_key_24_iv_16 = r"""'9E4F8E54B265A340090DC7FE4F53BB50048442F5632A7B1630AE80DFD938E9AA'"""
+
+example_mode_aes_192_cbc_datatype_Enum8_key_24_iv_16 = r"""'F2A751470B32C58822F23B1417C11279'"""
+
+example_mode_aes_192_cbc_datatype_Enum16_key_24_iv_16 = r"""'CA1ECFEA89CF520D8FA14A38235E5FA5'"""
+
+example_mode_aes_192_cbc_datatype_bytes_key_32_iv_32 = r"""'34FFC84A0D7CAD43F6BDB7F0C57CE511'"""
+
+example_mode_aes_192_cbc_datatype_emptystring_key_32_iv_32 = r"""'B9937ECA1C6EADCCA37CD7E8BA89D939'"""
+
+example_mode_aes_192_cbc_datatype_utf8string_key_32_iv_32 = r"""'00A1C691A68F5BF50BA973D72A5DBFBD579279FD953AE222F41FD0DAF48A3C90'"""
+
+example_mode_aes_192_cbc_datatype_utf8fixedstring_key_32_iv_32 = r"""'00A1C691A68F5BF50BA973D72A5DBFBD579279FD953AE222F41FD0DAF48A3C90'"""
+
+example_mode_aes_192_cbc_datatype_String_key_32_iv_32 = r"""'508551DA505F6538F90DC607423CFAD4'"""
+
+example_mode_aes_192_cbc_datatype_FixedString_key_32_iv_32 = r"""'508551DA505F6538F90DC607423CFAD4'"""
+
+example_mode_aes_192_cbc_datatype_UInt8_key_32_iv_32 = r"""'C2D3A1603DBAC305D8180F85A3830300'"""
+
+example_mode_aes_192_cbc_datatype_UInt16_key_32_iv_32 = r"""'A7EEA5561C4BB75015632824CAE9AC1E'"""
+
+example_mode_aes_192_cbc_datatype_UInt32_key_32_iv_32 = r"""'97EE21986E9A9F3A4F67851D05C93830'"""
+
+example_mode_aes_192_cbc_datatype_UInt64_key_32_iv_32 = r"""'474F106EAC813E4B432B2CA58D11F0E1'"""
+
+example_mode_aes_192_cbc_datatype_Int8_key_32_iv_32 = r"""'C2D3A1603DBAC305D8180F85A3830300'"""
+
+example_mode_aes_192_cbc_datatype_Int16_key_32_iv_32 = r"""'A7EEA5561C4BB75015632824CAE9AC1E'"""
+
+example_mode_aes_192_cbc_datatype_Int32_key_32_iv_32 = r"""'97EE21986E9A9F3A4F67851D05C93830'"""
+
+example_mode_aes_192_cbc_datatype_Int64_key_32_iv_32 = r"""'474F106EAC813E4B432B2CA58D11F0E1'"""
+
+example_mode_aes_192_cbc_datatype_Float32_key_32_iv_32 = r"""'3C76B134B1FF458CBE4430DCDF3EE8F9'"""
+
+example_mode_aes_192_cbc_datatype_Float64_key_32_iv_32 = r"""'0C2C54B82F3B7A889696EACBBBC5AA96'"""
+
+example_mode_aes_192_cbc_datatype_Decimal32_key_32_iv_32 = r"""'A038F21DD2F3C6FE3382C849E6BCC6B8'"""
+
+example_mode_aes_192_cbc_datatype_Decimal64_key_32_iv_32 = r"""'CE5E44EF4BAC3455C1FE57C82498FC32'"""
+
+example_mode_aes_192_cbc_datatype_Decimal128_key_32_iv_32 = r"""'DF51ED3C3BE2A229F07C4C9BB64902DD9383D2999BDD4E3FEFE023671B90CA88'"""
+
+example_mode_aes_192_cbc_datatype_UUID_key_32_iv_32 = r"""'B4A04107B9945309227C08EEE5516367F2C64F1587FEB4720620AA04485CA18C'"""
+
+example_mode_aes_192_cbc_datatype_Date_key_32_iv_32 = r"""'60253CED16ECAB1D34A5CC131E55B769'"""
+
+example_mode_aes_192_cbc_datatype_DateTime_key_32_iv_32 = r"""'99C6EE6DF7A06D02FE4D60018784F129'"""
+
+example_mode_aes_192_cbc_datatype_DateTime64_key_32_iv_32 = r"""'C0329F9CB5CFDDDEA74275618A099FAE'"""
+
+example_mode_aes_192_cbc_datatype_LowCardinality_key_32_iv_32 = r"""'508551DA505F6538F90DC607423CFAD4'"""
+
+example_mode_aes_192_cbc_datatype_Array_key_32_iv_32 = r"""'53161975B2A33AAFB8379B39B255D45A'"""
+
+example_mode_aes_192_cbc_datatype_NULL_key_32_iv_32 = r"""'\\N'"""
+
+example_mode_aes_192_cbc_datatype_IPv4_key_32_iv_32 = r"""'2B2ACE9C2914F3F2F9E206D25CD29429'"""
+
+example_mode_aes_192_cbc_datatype_IPv6_key_32_iv_32 = r"""'16AF2466967A2705EC5D588C0C155457A3EC9F82C1C5FB98CE86AC5697EF7223'"""
+
+example_mode_aes_192_cbc_datatype_Enum8_key_32_iv_32 = r"""'C2D3A1603DBAC305D8180F85A3830300'"""
+
+example_mode_aes_192_cbc_datatype_Enum16_key_32_iv_32 = r"""'A7EEA5561C4BB75015632824CAE9AC1E'"""
+
+example_mode_aes_256_cbc_datatype_bytes_key_32_iv_16 = r"""'6046ECF8094941C6DEC9278FF6F137E9'"""
+
+example_mode_aes_256_cbc_datatype_emptystring_key_32_iv_16 = r"""'4EC7785DA650D55B71B52816B1DB5AD3'"""
+
+example_mode_aes_256_cbc_datatype_utf8string_key_32_iv_16 = r"""'A7663A9F621A26398B51DFBC099A6FA09032C25FE48CB9D2DE29A8DFD581714D'"""
+
+example_mode_aes_256_cbc_datatype_utf8fixedstring_key_32_iv_16 = r"""'A7663A9F621A26398B51DFBC099A6FA09032C25FE48CB9D2DE29A8DFD581714D'"""
+
+example_mode_aes_256_cbc_datatype_String_key_32_iv_16 = r"""'5E22454D9AC4F1A47B04E2FD98A76140'"""
+
+example_mode_aes_256_cbc_datatype_FixedString_key_32_iv_16 = r"""'5E22454D9AC4F1A47B04E2FD98A76140'"""
+
+example_mode_aes_256_cbc_datatype_UInt8_key_32_iv_16 = r"""'FE35EEF14D6AA67AA2EBA474253CA19A'"""
+
+example_mode_aes_256_cbc_datatype_UInt16_key_32_iv_16 = r"""'2D22C6B58140E591BEF7986C7770FF21'"""
+
+example_mode_aes_256_cbc_datatype_UInt32_key_32_iv_16 = r"""'4EB4923E19AA24206B135D5B25CB31AB'"""
+
+example_mode_aes_256_cbc_datatype_UInt64_key_32_iv_16 = r"""'173B7CAFFCBED9B814C0ECD50A9477F6'"""
+
+example_mode_aes_256_cbc_datatype_Int8_key_32_iv_16 = r"""'FE35EEF14D6AA67AA2EBA474253CA19A'"""
+
+example_mode_aes_256_cbc_datatype_Int16_key_32_iv_16 = r"""'2D22C6B58140E591BEF7986C7770FF21'"""
+
+example_mode_aes_256_cbc_datatype_Int32_key_32_iv_16 = r"""'4EB4923E19AA24206B135D5B25CB31AB'"""
+
+example_mode_aes_256_cbc_datatype_Int64_key_32_iv_16 = r"""'173B7CAFFCBED9B814C0ECD50A9477F6'"""
+
+example_mode_aes_256_cbc_datatype_Float32_key_32_iv_16 = r"""'E639AA3E45D8C2759181FD736CD58EDC'"""
+
+example_mode_aes_256_cbc_datatype_Float64_key_32_iv_16 = r"""'CFEF3FDC054997559DF5DCFB5F215B58'"""
+
+example_mode_aes_256_cbc_datatype_Decimal32_key_32_iv_16 = r"""'E2F57A092A1759D39F4AE67C9543FAB8'"""
+
+example_mode_aes_256_cbc_datatype_Decimal64_key_32_iv_16 = r"""'6259A2CFD3D83352A44C03DB050077B3'"""
+
+example_mode_aes_256_cbc_datatype_Decimal128_key_32_iv_16 = r"""'AEC71CA2D87098392689F9EB2ED93A84FA5787E643E28CB3C2013F8FCC24E387'"""
+
+example_mode_aes_256_cbc_datatype_UUID_key_32_iv_16 = r"""'88BA86B14A468DC92084B7152B172E142D88CBFB639A8FF2F480F1727972251C'"""
+
+example_mode_aes_256_cbc_datatype_Date_key_32_iv_16 = r"""'C67C84B1C6BF4527A7E730499FF39C86'"""
+
+example_mode_aes_256_cbc_datatype_DateTime_key_32_iv_16 = r"""'7FDC1B0797A5F3C04CDA82729A1EA4AA'"""
+
+example_mode_aes_256_cbc_datatype_DateTime64_key_32_iv_16 = r"""'B1B7401FB2B65BCB3448C1BE179F6AA6'"""
+
+example_mode_aes_256_cbc_datatype_LowCardinality_key_32_iv_16 = r"""'5E22454D9AC4F1A47B04E2FD98A76140'"""
+
+example_mode_aes_256_cbc_datatype_Array_key_32_iv_16 = r"""'6BB1E8429CC612B0AA74282B81D4FE8A'"""
+
+example_mode_aes_256_cbc_datatype_NULL_key_32_iv_16 = r"""'\\N'"""
+
+example_mode_aes_256_cbc_datatype_IPv4_key_32_iv_16 = r"""'51364C8DC6882CA1F03CF7FB45117EEF'"""
+
+example_mode_aes_256_cbc_datatype_IPv6_key_32_iv_16 = r"""'87A1C4D4672EFE64DC98E040EAD6B3126C899C263577B3D8EE8A3952BE5CDC1B'"""
+
+example_mode_aes_256_cbc_datatype_Enum8_key_32_iv_16 = r"""'FE35EEF14D6AA67AA2EBA474253CA19A'"""
+
+example_mode_aes_256_cbc_datatype_Enum16_key_32_iv_16 = r"""'2D22C6B58140E591BEF7986C7770FF21'"""
+
+example_mode_aes_256_cbc_datatype_bytes_key_64_iv_64 = r"""'BC91CDADF0BD3A8E9FF014B1E494FE7E'"""
+
+example_mode_aes_256_cbc_datatype_emptystring_key_64_iv_64 = r"""'A574B24357860C4B9C580D4CBE6C22C7'"""
+
+example_mode_aes_256_cbc_datatype_utf8string_key_64_iv_64 = r"""'3DA0F0C80E8067C1A0B5C82EF7A2D12A1EAD3C258827367A46D13D522B4D85DC'"""
+
+example_mode_aes_256_cbc_datatype_utf8fixedstring_key_64_iv_64 = r"""'3DA0F0C80E8067C1A0B5C82EF7A2D12A1EAD3C258827367A46D13D522B4D85DC'"""
+
+example_mode_aes_256_cbc_datatype_String_key_64_iv_64 = r"""'4CE9C9AFDC1E1E1EF2D1F4C141CE1874'"""
+
+example_mode_aes_256_cbc_datatype_FixedString_key_64_iv_64 = r"""'4CE9C9AFDC1E1E1EF2D1F4C141CE1874'"""
+
+example_mode_aes_256_cbc_datatype_UInt8_key_64_iv_64 = r"""'89E81101BF6A6E1DBEB6C0EAA67BEF14'"""
+
+example_mode_aes_256_cbc_datatype_UInt16_key_64_iv_64 = r"""'3124E8A62599D6C8A0C16A7ED0F01C58'"""
+
+example_mode_aes_256_cbc_datatype_UInt32_key_64_iv_64 = r"""'DD8866C2B2E443073D2F7B5A6FEE92E9'"""
+
+example_mode_aes_256_cbc_datatype_UInt64_key_64_iv_64 = r"""'C45A6D56D06F8A3A6A753D9BADBE88A4'"""
+
+example_mode_aes_256_cbc_datatype_Int8_key_64_iv_64 = r"""'89E81101BF6A6E1DBEB6C0EAA67BEF14'"""
+
+example_mode_aes_256_cbc_datatype_Int16_key_64_iv_64 = r"""'3124E8A62599D6C8A0C16A7ED0F01C58'"""
+
+example_mode_aes_256_cbc_datatype_Int32_key_64_iv_64 = r"""'DD8866C2B2E443073D2F7B5A6FEE92E9'"""
+
+example_mode_aes_256_cbc_datatype_Int64_key_64_iv_64 = r"""'C45A6D56D06F8A3A6A753D9BADBE88A4'"""
+
+example_mode_aes_256_cbc_datatype_Float32_key_64_iv_64 = r"""'66778B8F543C2C8402865CFB41187A09'"""
+
+example_mode_aes_256_cbc_datatype_Float64_key_64_iv_64 = r"""'F05D98EC189434B1F9177D0915FE939F'"""
+
+example_mode_aes_256_cbc_datatype_Decimal32_key_64_iv_64 = r"""'81190FEC7ADDBD8B919DD85AD71FF0B3'"""
+
+example_mode_aes_256_cbc_datatype_Decimal64_key_64_iv_64 = r"""'AB8B69F837890ED5684B071FF2359BED'"""
+
+example_mode_aes_256_cbc_datatype_Decimal128_key_64_iv_64 = r"""'765BDA3E9FA6177EB1839155F9C55A856315AB458B1DC334DF821A6FD768BFC8'"""
+
+example_mode_aes_256_cbc_datatype_UUID_key_64_iv_64 = r"""'99588BF38D9D6A2ABBEBD22E02F4D0F1CD5787AF78FE18679B8CF02A53D2600E'"""
+
+example_mode_aes_256_cbc_datatype_Date_key_64_iv_64 = r"""'ABEEA4FD2E771A3936EB591F674E4CDA'"""
+
+example_mode_aes_256_cbc_datatype_DateTime_key_64_iv_64 = r"""'C7EC851BCD2FBA03E58AC9F027E06444'"""
+
+example_mode_aes_256_cbc_datatype_DateTime64_key_64_iv_64 = r"""'53D42045D02E68F0D565EB8E093C83B8'"""
+
+example_mode_aes_256_cbc_datatype_LowCardinality_key_64_iv_64 = r"""'4CE9C9AFDC1E1E1EF2D1F4C141CE1874'"""
+
+example_mode_aes_256_cbc_datatype_Array_key_64_iv_64 = r"""'5A3063DCD98C7C59B41068F26DA0CC52'"""
+
+example_mode_aes_256_cbc_datatype_NULL_key_64_iv_64 = r"""'\\N'"""
+
+example_mode_aes_256_cbc_datatype_IPv4_key_64_iv_64 = r"""'1F12AE92E01133B2BB3F4F5AC6041FC9'"""
+
+example_mode_aes_256_cbc_datatype_IPv6_key_64_iv_64 = r"""'32406EB5546AECA4EE235A586577B14A5F6070FE879D6E07E6431748E3C2E80F'"""
+
+example_mode_aes_256_cbc_datatype_Enum8_key_64_iv_64 = r"""'89E81101BF6A6E1DBEB6C0EAA67BEF14'"""
+
+example_mode_aes_256_cbc_datatype_Enum16_key_64_iv_64 = r"""'3124E8A62599D6C8A0C16A7ED0F01C58'"""
+
+example_mode_aes_128_cfb1_datatype_bytes_key_16_iv_None = r"""'00'"""
+
+example_mode_aes_128_cfb1_datatype_emptystring_key_16_iv_None = r"""''"""
+
+example_mode_aes_128_cfb1_datatype_utf8string_key_16_iv_None = r"""'5BA033EA7B9901874F4F863E229069EBA414B7C317D37DF0'"""
+
+example_mode_aes_128_cfb1_datatype_utf8fixedstring_key_16_iv_None = r"""'5BA033EA7B9901874F4F863E229069EBA414B7C317D37DF0'"""
+
+example_mode_aes_128_cfb1_datatype_String_key_16_iv_None = r"""'32'"""
+
+example_mode_aes_128_cfb1_datatype_FixedString_key_16_iv_None = r"""'32'"""
+
+example_mode_aes_128_cfb1_datatype_UInt8_key_16_iv_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_UInt16_key_16_iv_None = r"""'0173'"""
+
+example_mode_aes_128_cfb1_datatype_UInt32_key_16_iv_None = r"""'01732E6B'"""
+
+example_mode_aes_128_cfb1_datatype_UInt64_key_16_iv_None = r"""'01732E6B82FCBDF6'"""
+
+example_mode_aes_128_cfb1_datatype_Int8_key_16_iv_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Int16_key_16_iv_None = r"""'0173'"""
+
+example_mode_aes_128_cfb1_datatype_Int32_key_16_iv_None = r"""'01732E6B'"""
+
+example_mode_aes_128_cfb1_datatype_Int64_key_16_iv_None = r"""'01732E6B82FCBDF6'"""
+
+example_mode_aes_128_cfb1_datatype_Float32_key_16_iv_None = r"""'0000B9AB'"""
+
+example_mode_aes_128_cfb1_datatype_Float64_key_16_iv_None = r"""'000000000000FFF6'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal32_key_16_iv_None = r"""'2E09CA6A'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal64_key_16_iv_None = r"""'2E09CA6A6DBEE799'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal128_key_16_iv_None = r"""'2E09CA6A6DBEE79923BA65C6B78FD199'"""
+
+example_mode_aes_128_cfb1_datatype_UUID_key_16_iv_None = r"""'E590DFB515D3A518F85C66A6A5EC9C6E'"""
+
+example_mode_aes_128_cfb1_datatype_Date_key_16_iv_None = r"""'42F0'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime_key_16_iv_None = r"""'5475EC3D'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime64_key_16_iv_None = r"""'21CDF1128AE44A37'"""
+
+example_mode_aes_128_cfb1_datatype_LowCardinality_key_16_iv_None = r"""'32'"""
+
+example_mode_aes_128_cfb1_datatype_Array_key_16_iv_None = r"""'0170'"""
+
+example_mode_aes_128_cfb1_datatype_NULL_key_16_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb1_datatype_IPv4_key_16_iv_None = r"""'240A9E43'"""
+
+example_mode_aes_128_cfb1_datatype_IPv6_key_16_iv_None = r"""'2E642EF4B07D9B1251BE3B3CBDBCC6F6'"""
+
+example_mode_aes_128_cfb1_datatype_Enum8_key_16_iv_None = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Enum16_key_16_iv_None = r"""'0173'"""
+
+example_mode_aes_192_cfb1_datatype_bytes_key_24_iv_None = r"""'00'"""
+
+example_mode_aes_192_cfb1_datatype_emptystring_key_24_iv_None = r"""''"""
+
+example_mode_aes_192_cfb1_datatype_utf8string_key_24_iv_None = r"""'7B69A097857549357D008DB662730D8735DE1673D9E8CFF9'"""
+
+example_mode_aes_192_cfb1_datatype_utf8fixedstring_key_24_iv_None = r"""'7B69A097857549357D008DB662730D8735DE1673D9E8CFF9'"""
+
+example_mode_aes_192_cfb1_datatype_String_key_24_iv_None = r"""'23'"""
+
+example_mode_aes_192_cfb1_datatype_FixedString_key_24_iv_None = r"""'23'"""
+
+example_mode_aes_192_cfb1_datatype_UInt8_key_24_iv_None = r"""'01'"""
+
+example_mode_aes_192_cfb1_datatype_UInt16_key_24_iv_None = r"""'01F9'"""
+
+example_mode_aes_192_cfb1_datatype_UInt32_key_24_iv_None = r"""'01F92AD3'"""
+
+example_mode_aes_192_cfb1_datatype_UInt64_key_24_iv_None = r"""'01F92AD38CB10028'"""
+
+example_mode_aes_192_cfb1_datatype_Int8_key_24_iv_None = r"""'01'"""
+
+example_mode_aes_192_cfb1_datatype_Int16_key_24_iv_None = r"""'01F9'"""
+
+example_mode_aes_192_cfb1_datatype_Int32_key_24_iv_None = r"""'01F92AD3'"""
+
+example_mode_aes_192_cfb1_datatype_Int64_key_24_iv_None = r"""'01F92AD38CB10028'"""
+
+example_mode_aes_192_cfb1_datatype_Float32_key_24_iv_None = r"""'0000FCAE'"""
+
+example_mode_aes_192_cfb1_datatype_Float64_key_24_iv_None = r"""'000000000000A79C'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal32_key_24_iv_None = r"""'3F406C3F'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal64_key_24_iv_None = r"""'3F406C3F3A41B134'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal128_key_24_iv_None = r"""'3F406C3F3A41B134310D6B68BEBC5708'"""
+
+example_mode_aes_192_cfb1_datatype_UUID_key_24_iv_None = r"""'B7F80F1BDCA1C4193E5AB11078FEA213'"""
+
+example_mode_aes_192_cfb1_datatype_Date_key_24_iv_None = r"""'6FF6'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime_key_24_iv_None = r"""'7013E555'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime64_key_24_iv_None = r"""'371AF0291536F5B7'"""
+
+example_mode_aes_192_cfb1_datatype_LowCardinality_key_24_iv_None = r"""'23'"""
+
+example_mode_aes_192_cfb1_datatype_Array_key_24_iv_None = r"""'01FA'"""
+
+example_mode_aes_192_cfb1_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb1_datatype_IPv4_key_24_iv_None = r"""'33895F70'"""
+
+example_mode_aes_192_cfb1_datatype_IPv6_key_24_iv_None = r"""'3F24552946522B931290F904186B055A'"""
+
+example_mode_aes_192_cfb1_datatype_Enum8_key_24_iv_None = r"""'01'"""
+
+example_mode_aes_192_cfb1_datatype_Enum16_key_24_iv_None = r"""'01F9'"""
+
+example_mode_aes_256_cfb1_datatype_bytes_key_32_iv_None = r"""'B8'"""
+
+example_mode_aes_256_cfb1_datatype_emptystring_key_32_iv_None = r"""''"""
+
+example_mode_aes_256_cfb1_datatype_utf8string_key_32_iv_None = r"""'C797191D9D99944E674425A4275A8A3263E1E1357DF8E11E'"""
+
+example_mode_aes_256_cfb1_datatype_utf8fixedstring_key_32_iv_None = r"""'C797191D9D99944E674425A4275A8A3263E1E1357DF8E11E'"""
+
+example_mode_aes_256_cfb1_datatype_String_key_32_iv_None = r"""'9E'"""
+
+example_mode_aes_256_cfb1_datatype_FixedString_key_32_iv_None = r"""'9E'"""
+
+example_mode_aes_256_cfb1_datatype_UInt8_key_32_iv_None = r"""'B9'"""
+
+example_mode_aes_256_cfb1_datatype_UInt16_key_32_iv_None = r"""'B9ED'"""
+
+example_mode_aes_256_cfb1_datatype_UInt32_key_32_iv_None = r"""'B9ED4764'"""
+
+example_mode_aes_256_cfb1_datatype_UInt64_key_32_iv_None = r"""'B9ED4764E7BF3C1C'"""
+
+example_mode_aes_256_cfb1_datatype_Int8_key_32_iv_None = r"""'B9'"""
+
+example_mode_aes_256_cfb1_datatype_Int16_key_32_iv_None = r"""'B9ED'"""
+
+example_mode_aes_256_cfb1_datatype_Int32_key_32_iv_None = r"""'B9ED4764'"""
+
+example_mode_aes_256_cfb1_datatype_Int64_key_32_iv_None = r"""'B9ED4764E7BF3C1C'"""
+
+example_mode_aes_256_cfb1_datatype_Float32_key_32_iv_None = r"""'B85F0E63'"""
+
+example_mode_aes_256_cfb1_datatype_Float64_key_32_iv_None = r"""'B85FDB5A8FE0C0BB'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal32_key_32_iv_None = r"""'891B85B3'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal64_key_32_iv_None = r"""'891B85B3C1BA6EE1'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal128_key_32_iv_None = r"""'891B85B3C1BA6EE137EF658F618D1F3F'"""
+
+example_mode_aes_256_cfb1_datatype_UUID_key_32_iv_None = r"""'121B5EE9929417BC1CDBDB390BC93B4A'"""
+
+example_mode_aes_256_cfb1_datatype_Date_key_32_iv_None = r"""'D40F'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime_key_32_iv_None = r"""'CF27297C'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime64_key_32_iv_None = r"""'8773F350CD394D36'"""
+
+example_mode_aes_256_cfb1_datatype_LowCardinality_key_32_iv_None = r"""'9E'"""
+
+example_mode_aes_256_cfb1_datatype_Array_key_32_iv_None = r"""'B9EE'"""
+
+example_mode_aes_256_cfb1_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb1_datatype_IPv4_key_32_iv_None = r"""'8383FD3C'"""
+
+example_mode_aes_256_cfb1_datatype_IPv6_key_32_iv_None = r"""'897A84A02FD451D3DDB92FF290BF9B7C'"""
+
+example_mode_aes_256_cfb1_datatype_Enum8_key_32_iv_None = r"""'B9'"""
+
+example_mode_aes_256_cfb1_datatype_Enum16_key_32_iv_None = r"""'B9ED'"""
+
+example_mode_aes_128_cfb1_datatype_bytes_key_16_iv_16 = r"""'00'"""
+
+example_mode_aes_128_cfb1_datatype_emptystring_key_16_iv_16 = r"""''"""
+
+example_mode_aes_128_cfb1_datatype_utf8string_key_16_iv_16 = r"""'49CFD4F9B884A17F67C8CDD639EB4D367BE2B1656CA442A4'"""
+
+example_mode_aes_128_cfb1_datatype_utf8fixedstring_key_16_iv_16 = r"""'49CFD4F9B884A17F67C8CDD639EB4D367BE2B1656CA442A4'"""
+
+example_mode_aes_128_cfb1_datatype_String_key_16_iv_16 = r"""'37'"""
+
+example_mode_aes_128_cfb1_datatype_FixedString_key_16_iv_16 = r"""'37'"""
+
+example_mode_aes_128_cfb1_datatype_UInt8_key_16_iv_16 = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_UInt16_key_16_iv_16 = r"""'0188'"""
+
+example_mode_aes_128_cfb1_datatype_UInt32_key_16_iv_16 = r"""'01882D46'"""
+
+example_mode_aes_128_cfb1_datatype_UInt64_key_16_iv_16 = r"""'01882D46FCCCD695'"""
+
+example_mode_aes_128_cfb1_datatype_Int8_key_16_iv_16 = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Int16_key_16_iv_16 = r"""'0188'"""
+
+example_mode_aes_128_cfb1_datatype_Int32_key_16_iv_16 = r"""'01882D46'"""
+
+example_mode_aes_128_cfb1_datatype_Int64_key_16_iv_16 = r"""'01882D46FCCCD695'"""
+
+example_mode_aes_128_cfb1_datatype_Float32_key_16_iv_16 = r"""'00B931F2'"""
+
+example_mode_aes_128_cfb1_datatype_Float64_key_16_iv_16 = r"""'00B99AAE199C3C93'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal32_key_16_iv_16 = r"""'2D557511'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal64_key_16_iv_16 = r"""'2D557511511F90FB'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal128_key_16_iv_16 = r"""'2D557511511F90FBC464352E8A02FC51'"""
+
+example_mode_aes_128_cfb1_datatype_UUID_key_16_iv_16 = r"""'8AE269086C72AD682EB92ABA6CA58E49'"""
+
+example_mode_aes_128_cfb1_datatype_Date_key_16_iv_16 = r"""'5FC9'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime_key_16_iv_16 = r"""'42970865'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime64_key_16_iv_16 = r"""'20B310A2F7EF8460'"""
+
+example_mode_aes_128_cfb1_datatype_LowCardinality_key_16_iv_16 = r"""'37'"""
+
+example_mode_aes_128_cfb1_datatype_Array_key_16_iv_16 = r"""'018A'"""
+
+example_mode_aes_128_cfb1_datatype_NULL_key_16_iv_16 = r"""'\\N'"""
+
+example_mode_aes_128_cfb1_datatype_IPv4_key_16_iv_16 = r"""'27476DAF'"""
+
+example_mode_aes_128_cfb1_datatype_IPv6_key_16_iv_16 = r"""'2D311FBDC0A5C652AAD863398F94C5C3'"""
+
+example_mode_aes_128_cfb1_datatype_Enum8_key_16_iv_16 = r"""'01'"""
+
+example_mode_aes_128_cfb1_datatype_Enum16_key_16_iv_16 = r"""'0188'"""
+
+example_mode_aes_128_cfb1_datatype_bytes_key_24_iv_24 = r"""'1C'"""
+
+example_mode_aes_128_cfb1_datatype_emptystring_key_24_iv_24 = r"""''"""
+
+example_mode_aes_128_cfb1_datatype_utf8string_key_24_iv_24 = r"""'612A502D86BAEA94E98C1381AE057BD8606FB3776DC79E52'"""
+
+example_mode_aes_128_cfb1_datatype_utf8fixedstring_key_24_iv_24 = r"""'612A502D86BAEA94E98C1381AE057BD8606FB3776DC79E52'"""
+
+example_mode_aes_128_cfb1_datatype_String_key_24_iv_24 = r"""'30'"""
+
+example_mode_aes_128_cfb1_datatype_FixedString_key_24_iv_24 = r"""'30'"""
+
+example_mode_aes_128_cfb1_datatype_UInt8_key_24_iv_24 = r"""'1D'"""
+
+example_mode_aes_128_cfb1_datatype_UInt16_key_24_iv_24 = r"""'1D52'"""
+
+example_mode_aes_128_cfb1_datatype_UInt32_key_24_iv_24 = r"""'1D52BAD5'"""
+
+example_mode_aes_128_cfb1_datatype_UInt64_key_24_iv_24 = r"""'1D52BAD5E209AC18'"""
+
+example_mode_aes_128_cfb1_datatype_Int8_key_24_iv_24 = r"""'1D'"""
+
+example_mode_aes_128_cfb1_datatype_Int16_key_24_iv_24 = r"""'1D52'"""
+
+example_mode_aes_128_cfb1_datatype_Int32_key_24_iv_24 = r"""'1D52BAD5'"""
+
+example_mode_aes_128_cfb1_datatype_Int64_key_24_iv_24 = r"""'1D52BAD5E209AC18'"""
+
+example_mode_aes_128_cfb1_datatype_Float32_key_24_iv_24 = r"""'1C3165A0'"""
+
+example_mode_aes_128_cfb1_datatype_Float64_key_24_iv_24 = r"""'1C31E017FDE1A7AC'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal32_key_24_iv_24 = r"""'2CCB18B8'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal64_key_24_iv_24 = r"""'2CCB18B874E51783'"""
+
+example_mode_aes_128_cfb1_datatype_Decimal128_key_24_iv_24 = r"""'2CCB18B874E51783A6ADE353B5D95026'"""
+
+example_mode_aes_128_cfb1_datatype_UUID_key_24_iv_24 = r"""'EF014A2E68CFB6C3BE44AE59F4A58888'"""
+
+example_mode_aes_128_cfb1_datatype_Date_key_24_iv_24 = r"""'70F3'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime_key_24_iv_24 = r"""'6FF3F637'"""
+
+example_mode_aes_128_cfb1_datatype_DateTime64_key_24_iv_24 = r"""'2432F8327D29D7FF'"""
+
+example_mode_aes_128_cfb1_datatype_LowCardinality_key_24_iv_24 = r"""'30'"""
+
+example_mode_aes_128_cfb1_datatype_Array_key_24_iv_24 = r"""'1D50'"""
+
+example_mode_aes_128_cfb1_datatype_NULL_key_24_iv_24 = r"""'\\N'"""
+
+example_mode_aes_128_cfb1_datatype_IPv4_key_24_iv_24 = r"""'20BA7FDE'"""
+
+example_mode_aes_128_cfb1_datatype_IPv6_key_24_iv_24 = r"""'2C8F73DFF566693C8E482419FAC24837'"""
+
+example_mode_aes_128_cfb1_datatype_Enum8_key_24_iv_24 = r"""'1D'"""
+
+example_mode_aes_128_cfb1_datatype_Enum16_key_24_iv_24 = r"""'1D52'"""
+
+example_mode_aes_192_cfb1_datatype_bytes_key_24_iv_16 = r"""'07'"""
+
+example_mode_aes_192_cfb1_datatype_emptystring_key_24_iv_16 = r"""''"""
+
+example_mode_aes_192_cfb1_datatype_utf8string_key_24_iv_16 = r"""'54C01F88A909EC7B2AEE59F81C138B8EE2DF205E2ED74210'"""
+
+example_mode_aes_192_cfb1_datatype_utf8fixedstring_key_24_iv_16 = r"""'54C01F88A909EC7B2AEE59F81C138B8EE2DF205E2ED74210'"""
+
+example_mode_aes_192_cfb1_datatype_String_key_24_iv_16 = r"""'38'"""
+
+example_mode_aes_192_cfb1_datatype_FixedString_key_24_iv_16 = r"""'38'"""
+
+example_mode_aes_192_cfb1_datatype_UInt8_key_24_iv_16 = r"""'06'"""
+
+example_mode_aes_192_cfb1_datatype_UInt16_key_24_iv_16 = r"""'069E'"""
+
+example_mode_aes_192_cfb1_datatype_UInt32_key_24_iv_16 = r"""'069E2E37'"""
+
+example_mode_aes_192_cfb1_datatype_UInt64_key_24_iv_16 = r"""'069E2E370A6D9872'"""
+
+example_mode_aes_192_cfb1_datatype_Int8_key_24_iv_16 = r"""'06'"""
+
+example_mode_aes_192_cfb1_datatype_Int16_key_24_iv_16 = r"""'069E'"""
+
+example_mode_aes_192_cfb1_datatype_Int32_key_24_iv_16 = r"""'069E2E37'"""
+
+example_mode_aes_192_cfb1_datatype_Int64_key_24_iv_16 = r"""'069E2E370A6D9872'"""
+
+example_mode_aes_192_cfb1_datatype_Float32_key_24_iv_16 = r"""'07955BCF'"""
+
+example_mode_aes_192_cfb1_datatype_Float64_key_24_iv_16 = r"""'0795A57CA222A36E'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal32_key_24_iv_16 = r"""'2A15BB86'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal64_key_24_iv_16 = r"""'2A15BB86FB961E7D'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal128_key_24_iv_16 = r"""'2A15BB86FB961E7D0DD5055987176AF4'"""
+
+example_mode_aes_192_cfb1_datatype_UUID_key_24_iv_16 = r"""'DA2338793C7B9E0F6722E272062F5EA1'"""
+
+example_mode_aes_192_cfb1_datatype_Date_key_24_iv_16 = r"""'4AAB'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime_key_24_iv_16 = r"""'5B6A8EE6'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime64_key_24_iv_16 = r"""'23C4E2A707F73EF4'"""
+
+example_mode_aes_192_cfb1_datatype_LowCardinality_key_24_iv_16 = r"""'38'"""
+
+example_mode_aes_192_cfb1_datatype_Array_key_24_iv_16 = r"""'069C'"""
+
+example_mode_aes_192_cfb1_datatype_NULL_key_24_iv_16 = r"""'\\N'"""
+
+example_mode_aes_192_cfb1_datatype_IPv4_key_24_iv_16 = r"""'2470A839'"""
+
+example_mode_aes_192_cfb1_datatype_IPv6_key_24_iv_16 = r"""'2A712A746781131B2DC4EB92E31C72FA'"""
+
+example_mode_aes_192_cfb1_datatype_Enum8_key_24_iv_16 = r"""'06'"""
+
+example_mode_aes_192_cfb1_datatype_Enum16_key_24_iv_16 = r"""'069E'"""
+
+example_mode_aes_192_cfb1_datatype_bytes_key_32_iv_32 = r"""'6A'"""
+
+example_mode_aes_192_cfb1_datatype_emptystring_key_32_iv_32 = r"""''"""
+
+example_mode_aes_192_cfb1_datatype_utf8string_key_32_iv_32 = r"""'1317B03E3411FE499C234D87DD44014E46B15B10C9F76A3C'"""
+
+example_mode_aes_192_cfb1_datatype_utf8fixedstring_key_32_iv_32 = r"""'1317B03E3411FE499C234D87DD44014E46B15B10C9F76A3C'"""
+
+example_mode_aes_192_cfb1_datatype_String_key_32_iv_32 = r"""'45'"""
+
+example_mode_aes_192_cfb1_datatype_FixedString_key_32_iv_32 = r"""'45'"""
+
+example_mode_aes_192_cfb1_datatype_UInt8_key_32_iv_32 = r"""'6B'"""
+
+example_mode_aes_192_cfb1_datatype_UInt16_key_32_iv_32 = r"""'6B43'"""
+
+example_mode_aes_192_cfb1_datatype_UInt32_key_32_iv_32 = r"""'6B43D96E'"""
+
+example_mode_aes_192_cfb1_datatype_UInt64_key_32_iv_32 = r"""'6B43D96E7D63C177'"""
+
+example_mode_aes_192_cfb1_datatype_Int8_key_32_iv_32 = r"""'6B'"""
+
+example_mode_aes_192_cfb1_datatype_Int16_key_32_iv_32 = r"""'6B43'"""
+
+example_mode_aes_192_cfb1_datatype_Int32_key_32_iv_32 = r"""'6B43D96E'"""
+
+example_mode_aes_192_cfb1_datatype_Int64_key_32_iv_32 = r"""'6B43D96E7D63C177'"""
+
+example_mode_aes_192_cfb1_datatype_Float32_key_32_iv_32 = r"""'6AF301CD'"""
+
+example_mode_aes_192_cfb1_datatype_Float64_key_32_iv_32 = r"""'6AF3B787907E47A9'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal32_key_32_iv_32 = r"""'515FA59C'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal64_key_32_iv_32 = r"""'515FA59C52E93CA7'"""
+
+example_mode_aes_192_cfb1_datatype_Decimal128_key_32_iv_32 = r"""'515FA59C52E93CA74BFFFC3D5F3D3163'"""
+
+example_mode_aes_192_cfb1_datatype_UUID_key_32_iv_32 = r"""'E5F370149365AFB35B9245146396A914'"""
+
+example_mode_aes_192_cfb1_datatype_Date_key_32_iv_32 = r"""'0685'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime_key_32_iv_32 = r"""'1D0054E1'"""
+
+example_mode_aes_192_cfb1_datatype_DateTime64_key_32_iv_32 = r"""'5BD19E5F525FA135'"""
+
+example_mode_aes_192_cfb1_datatype_LowCardinality_key_32_iv_32 = r"""'45'"""
+
+example_mode_aes_192_cfb1_datatype_Array_key_32_iv_32 = r"""'6B40'"""
+
+example_mode_aes_192_cfb1_datatype_NULL_key_32_iv_32 = r"""'\\N'"""
+
+example_mode_aes_192_cfb1_datatype_IPv4_key_32_iv_32 = r"""'5D77DE04'"""
+
+example_mode_aes_192_cfb1_datatype_IPv6_key_32_iv_32 = r"""'513F29EF9D609D6DBD12084B5E11D796'"""
+
+example_mode_aes_192_cfb1_datatype_Enum8_key_32_iv_32 = r"""'6B'"""
+
+example_mode_aes_192_cfb1_datatype_Enum16_key_32_iv_32 = r"""'6B43'"""
+
+example_mode_aes_256_cfb1_datatype_bytes_key_32_iv_16 = r"""'7F'"""
+
+example_mode_aes_256_cfb1_datatype_emptystring_key_32_iv_16 = r"""''"""
+
+example_mode_aes_256_cfb1_datatype_utf8string_key_32_iv_16 = r"""'2E1863FFF5FEC47DBB3F50BCC912976E2777442C693EB1B5'"""
+
+example_mode_aes_256_cfb1_datatype_utf8fixedstring_key_32_iv_16 = r"""'2E1863FFF5FEC47DBB3F50BCC912976E2777442C693EB1B5'"""
+
+example_mode_aes_256_cfb1_datatype_String_key_32_iv_16 = r"""'5A'"""
+
+example_mode_aes_256_cfb1_datatype_FixedString_key_32_iv_16 = r"""'5A'"""
+
+example_mode_aes_256_cfb1_datatype_UInt8_key_32_iv_16 = r"""'7E'"""
+
+example_mode_aes_256_cfb1_datatype_UInt16_key_32_iv_16 = r"""'7EA1'"""
+
+example_mode_aes_256_cfb1_datatype_UInt32_key_32_iv_16 = r"""'7EA17214'"""
+
+example_mode_aes_256_cfb1_datatype_UInt64_key_32_iv_16 = r"""'7EA172144C6F5578'"""
+
+example_mode_aes_256_cfb1_datatype_Int8_key_32_iv_16 = r"""'7E'"""
+
+example_mode_aes_256_cfb1_datatype_Int16_key_32_iv_16 = r"""'7EA1'"""
+
+example_mode_aes_256_cfb1_datatype_Int32_key_32_iv_16 = r"""'7EA17214'"""
+
+example_mode_aes_256_cfb1_datatype_Int64_key_32_iv_16 = r"""'7EA172144C6F5578'"""
+
+example_mode_aes_256_cfb1_datatype_Float32_key_32_iv_16 = r"""'7F630BBA'"""
+
+example_mode_aes_256_cfb1_datatype_Float64_key_32_iv_16 = r"""'7F638DFAAA434E6B'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal32_key_32_iv_16 = r"""'4F430FBA'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal64_key_32_iv_16 = r"""'4F430FBAA3AAF884'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal128_key_32_iv_16 = r"""'4F430FBAA3AAF8845DB7BBA7F98F49C4'"""
+
+example_mode_aes_256_cfb1_datatype_UUID_key_32_iv_16 = r"""'B06F4A8C3BF3A8D32D113D0D40397C8F'"""
+
+example_mode_aes_256_cfb1_datatype_Date_key_32_iv_16 = r"""'30CE'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime_key_32_iv_16 = r"""'206545FA'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime64_key_32_iv_16 = r"""'43756F28C68E3D55'"""
+
+example_mode_aes_256_cfb1_datatype_LowCardinality_key_32_iv_16 = r"""'5A'"""
+
+example_mode_aes_256_cfb1_datatype_Array_key_32_iv_16 = r"""'7EA3'"""
+
+example_mode_aes_256_cfb1_datatype_NULL_key_32_iv_16 = r"""'\\N'"""
+
+example_mode_aes_256_cfb1_datatype_IPv4_key_32_iv_16 = r"""'4526FCCF'"""
+
+example_mode_aes_256_cfb1_datatype_IPv6_key_32_iv_16 = r"""'4F23BDAC741DB8767CE6AE24888545A2'"""
+
+example_mode_aes_256_cfb1_datatype_Enum8_key_32_iv_16 = r"""'7E'"""
+
+example_mode_aes_256_cfb1_datatype_Enum16_key_32_iv_16 = r"""'7EA1'"""
+
+example_mode_aes_256_cfb1_datatype_bytes_key_64_iv_64 = r"""'DF'"""
+
+example_mode_aes_256_cfb1_datatype_emptystring_key_64_iv_64 = r"""''"""
+
+example_mode_aes_256_cfb1_datatype_utf8string_key_64_iv_64 = r"""'A72DF5A969944B55E9D33B4E5207FB80DAB5BA6787ACB19F'"""
+
+example_mode_aes_256_cfb1_datatype_utf8fixedstring_key_64_iv_64 = r"""'A72DF5A969944B55E9D33B4E5207FB80DAB5BA6787ACB19F'"""
+
+example_mode_aes_256_cfb1_datatype_String_key_64_iv_64 = r"""'E9'"""
+
+example_mode_aes_256_cfb1_datatype_FixedString_key_64_iv_64 = r"""'E9'"""
+
+example_mode_aes_256_cfb1_datatype_UInt8_key_64_iv_64 = r"""'DE'"""
+
+example_mode_aes_256_cfb1_datatype_UInt16_key_64_iv_64 = r"""'DEBD'"""
+
+example_mode_aes_256_cfb1_datatype_UInt32_key_64_iv_64 = r"""'DEBD9C91'"""
+
+example_mode_aes_256_cfb1_datatype_UInt64_key_64_iv_64 = r"""'DEBD9C915CAA4813'"""
+
+example_mode_aes_256_cfb1_datatype_Int8_key_64_iv_64 = r"""'DE'"""
+
+example_mode_aes_256_cfb1_datatype_Int16_key_64_iv_64 = r"""'DEBD'"""
+
+example_mode_aes_256_cfb1_datatype_Int32_key_64_iv_64 = r"""'DEBD9C91'"""
+
+example_mode_aes_256_cfb1_datatype_Int64_key_64_iv_64 = r"""'DEBD9C915CAA4813'"""
+
+example_mode_aes_256_cfb1_datatype_Float32_key_64_iv_64 = r"""'DF845158'"""
+
+example_mode_aes_256_cfb1_datatype_Float64_key_64_iv_64 = r"""'DF84903EDD435363'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal32_key_64_iv_64 = r"""'F2FE11DD'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal64_key_64_iv_64 = r"""'F2FE11DDDF1B0FB8'"""
+
+example_mode_aes_256_cfb1_datatype_Decimal128_key_64_iv_64 = r"""'F2FE11DDDF1B0FB8F5BA32A48936DF25'"""
+
+example_mode_aes_256_cfb1_datatype_UUID_key_64_iv_64 = r"""'580073A89DF8ED751F3E63D07B5AAE93'"""
+
+example_mode_aes_256_cfb1_datatype_Date_key_64_iv_64 = r"""'BCC3'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime_key_64_iv_64 = r"""'AF6825D1'"""
+
+example_mode_aes_256_cfb1_datatype_DateTime64_key_64_iv_64 = r"""'FD4A027DF5DD3405'"""
+
+example_mode_aes_256_cfb1_datatype_LowCardinality_key_64_iv_64 = r"""'E9'"""
+
+example_mode_aes_256_cfb1_datatype_Array_key_64_iv_64 = r"""'DEBE'"""
+
+example_mode_aes_256_cfb1_datatype_NULL_key_64_iv_64 = r"""'\\N'"""
+
+example_mode_aes_256_cfb1_datatype_IPv4_key_64_iv_64 = r"""'FB2ABD13'"""
+
+example_mode_aes_256_cfb1_datatype_IPv6_key_64_iv_64 = r"""'F2B6BE1E1DC716AD0490FF91D509F72B'"""
+
+example_mode_aes_256_cfb1_datatype_Enum8_key_64_iv_64 = r"""'DE'"""
+
+example_mode_aes_256_cfb1_datatype_Enum16_key_64_iv_64 = r"""'DEBD'"""
+
+example_mode_aes_128_cfb8_datatype_bytes_key_16_iv_None = r"""'10'"""
+
+example_mode_aes_128_cfb8_datatype_emptystring_key_16_iv_None = r"""''"""
+
+example_mode_aes_128_cfb8_datatype_utf8string_key_16_iv_None = r"""'5716349E99199E0EF18EB43C06B54AB2F3E0C4CEA0BC11F9'"""
+
+example_mode_aes_128_cfb8_datatype_utf8fixedstring_key_16_iv_None = r"""'5716349E99199E0EF18EB43C06B54AB2F3E0C4CEA0BC11F9'"""
+
+example_mode_aes_128_cfb8_datatype_String_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_cfb8_datatype_FixedString_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_cfb8_datatype_UInt8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_cfb8_datatype_UInt16_key_16_iv_None = r"""'11FF'"""
+
+example_mode_aes_128_cfb8_datatype_UInt32_key_16_iv_None = r"""'11FF20C0'"""
+
+example_mode_aes_128_cfb8_datatype_UInt64_key_16_iv_None = r"""'11FF20C07A65C524'"""
+
+example_mode_aes_128_cfb8_datatype_Int8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_cfb8_datatype_Int16_key_16_iv_None = r"""'11FF'"""
+
+example_mode_aes_128_cfb8_datatype_Int32_key_16_iv_None = r"""'11FF20C0'"""
+
+example_mode_aes_128_cfb8_datatype_Int64_key_16_iv_None = r"""'11FF20C07A65C524'"""
+
+example_mode_aes_128_cfb8_datatype_Float32_key_16_iv_None = r"""'10671940'"""
+
+example_mode_aes_128_cfb8_datatype_Float64_key_16_iv_None = r"""'106799607DBF56DA'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal32_key_16_iv_None = r"""'30756C94'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal64_key_16_iv_None = r"""'30756C9417D3C023'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal128_key_16_iv_None = r"""'30756C9417D3C023705550B7BEF872FF'"""
+
+example_mode_aes_128_cfb8_datatype_UUID_key_16_iv_None = r"""'F7FE50CF0647659CB0D401B5C0E259D3'"""
+
+example_mode_aes_128_cfb8_datatype_Date_key_16_iv_None = r"""'46EA'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime_key_16_iv_None = r"""'5EB4905E'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime64_key_16_iv_None = r"""'3BB70F8E64D7C6A7'"""
+
+example_mode_aes_128_cfb8_datatype_LowCardinality_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_cfb8_datatype_Array_key_16_iv_None = r"""'11FD'"""
+
+example_mode_aes_128_cfb8_datatype_NULL_key_16_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb8_datatype_IPv4_key_16_iv_None = r"""'3DC2BE9E'"""
+
+example_mode_aes_128_cfb8_datatype_IPv6_key_16_iv_None = r"""'303ABAC6F4F380D9F077DFC79C82D1A1'"""
+
+example_mode_aes_128_cfb8_datatype_Enum8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_cfb8_datatype_Enum16_key_16_iv_None = r"""'11FF'"""
+
+example_mode_aes_192_cfb8_datatype_bytes_key_24_iv_None = r"""'07'"""
+
+example_mode_aes_192_cfb8_datatype_emptystring_key_24_iv_None = r"""''"""
+
+example_mode_aes_192_cfb8_datatype_utf8string_key_24_iv_None = r"""'40541136D8EEE5DCFC55722D8FB56ED9D4CCDF0CB104B14D'"""
+
+example_mode_aes_192_cfb8_datatype_utf8fixedstring_key_24_iv_None = r"""'40541136D8EEE5DCFC55722D8FB56ED9D4CCDF0CB104B14D'"""
+
+example_mode_aes_192_cfb8_datatype_String_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_cfb8_datatype_FixedString_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_cfb8_datatype_UInt8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_cfb8_datatype_UInt16_key_24_iv_None = r"""'0683'"""
+
+example_mode_aes_192_cfb8_datatype_UInt32_key_24_iv_None = r"""'0683139D'"""
+
+example_mode_aes_192_cfb8_datatype_UInt64_key_24_iv_None = r"""'0683139D83E2EFAC'"""
+
+example_mode_aes_192_cfb8_datatype_Int8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_cfb8_datatype_Int16_key_24_iv_None = r"""'0683'"""
+
+example_mode_aes_192_cfb8_datatype_Int32_key_24_iv_None = r"""'0683139D'"""
+
+example_mode_aes_192_cfb8_datatype_Int64_key_24_iv_None = r"""'0683139D83E2EFAC'"""
+
+example_mode_aes_192_cfb8_datatype_Float32_key_24_iv_None = r"""'07EDB300'"""
+
+example_mode_aes_192_cfb8_datatype_Float64_key_24_iv_None = r"""'07ED3359B91DEF3B'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal32_key_24_iv_None = r"""'275947FE'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal64_key_24_iv_None = r"""'275947FE4B3390EE'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal128_key_24_iv_None = r"""'275947FE4B3390EE7A2541BC8E2F58D7'"""
+
+example_mode_aes_192_cfb8_datatype_UUID_key_24_iv_None = r"""'E0C082C032FB8ED756F9345E270A283B'"""
+
+example_mode_aes_192_cfb8_datatype_Date_key_24_iv_None = r"""'5109'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime_key_24_iv_None = r"""'49713150'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime64_key_24_iv_None = r"""'2C10FB4FEC471EF7'"""
+
+example_mode_aes_192_cfb8_datatype_LowCardinality_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_cfb8_datatype_Array_key_24_iv_None = r"""'0681'"""
+
+example_mode_aes_192_cfb8_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb8_datatype_IPv4_key_24_iv_None = r"""'2A41C8F2'"""
+
+example_mode_aes_192_cfb8_datatype_IPv6_key_24_iv_None = r"""'271682C9379C5A46C68488DC33D0C278'"""
+
+example_mode_aes_192_cfb8_datatype_Enum8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_cfb8_datatype_Enum16_key_24_iv_None = r"""'0683'"""
+
+example_mode_aes_256_cfb8_datatype_bytes_key_32_iv_None = r"""'B0'"""
+
+example_mode_aes_256_cfb8_datatype_emptystring_key_32_iv_None = r"""''"""
+
+example_mode_aes_256_cfb8_datatype_utf8string_key_32_iv_None = r"""'F796638AA3A076EA9816324AE8A93F420280C33AA2DE4AF8'"""
+
+example_mode_aes_256_cfb8_datatype_utf8fixedstring_key_32_iv_None = r"""'F796638AA3A076EA9816324AE8A93F420280C33AA2DE4AF8'"""
+
+example_mode_aes_256_cfb8_datatype_String_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_cfb8_datatype_FixedString_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_cfb8_datatype_UInt8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_cfb8_datatype_UInt16_key_32_iv_None = r"""'B15F'"""
+
+example_mode_aes_256_cfb8_datatype_UInt32_key_32_iv_None = r"""'B15FD91F'"""
+
+example_mode_aes_256_cfb8_datatype_UInt64_key_32_iv_None = r"""'B15FD91F702960CB'"""
+
+example_mode_aes_256_cfb8_datatype_Int8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_cfb8_datatype_Int16_key_32_iv_None = r"""'B15F'"""
+
+example_mode_aes_256_cfb8_datatype_Int32_key_32_iv_None = r"""'B15FD91F'"""
+
+example_mode_aes_256_cfb8_datatype_Int64_key_32_iv_None = r"""'B15FD91F702960CB'"""
+
+example_mode_aes_256_cfb8_datatype_Float32_key_32_iv_None = r"""'B05A05BE'"""
+
+example_mode_aes_256_cfb8_datatype_Float64_key_32_iv_None = r"""'B05A8510DB2F16A0'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal32_key_32_iv_None = r"""'906B5777'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal64_key_32_iv_None = r"""'906B57771CB81F37'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal128_key_32_iv_None = r"""'906B57771CB81F378D932AE788527DE2'"""
+
+example_mode_aes_256_cfb8_datatype_UUID_key_32_iv_None = r"""'57FB06BA6F4BA51D7A61D65A7827A18D'"""
+
+example_mode_aes_256_cfb8_datatype_Date_key_32_iv_None = r"""'E652'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime_key_32_iv_None = r"""'FEEEADA4'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime64_key_32_iv_None = r"""'9BB36DEF05FF5975'"""
+
+example_mode_aes_256_cfb8_datatype_LowCardinality_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_cfb8_datatype_Array_key_32_iv_None = r"""'B15D'"""
+
+example_mode_aes_256_cfb8_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb8_datatype_IPv4_key_32_iv_None = r"""'9DC836F3'"""
+
+example_mode_aes_256_cfb8_datatype_IPv6_key_32_iv_None = r"""'90242F0083C8B0221DF3B5755EC8D99C'"""
+
+example_mode_aes_256_cfb8_datatype_Enum8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_cfb8_datatype_Enum16_key_32_iv_None = r"""'B15F'"""
+
+example_mode_aes_128_cfb8_datatype_bytes_key_16_iv_16 = r"""'32'"""
+
+example_mode_aes_128_cfb8_datatype_emptystring_key_16_iv_16 = r"""''"""
+
+example_mode_aes_128_cfb8_datatype_utf8string_key_16_iv_16 = r"""'75BA4CC259943AF0B6E20E8FCC78C0427601F60930A5F980'"""
+
+example_mode_aes_128_cfb8_datatype_utf8fixedstring_key_16_iv_16 = r"""'75BA4CC259943AF0B6E20E8FCC78C0427601F60930A5F980'"""
+
+example_mode_aes_128_cfb8_datatype_String_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_cfb8_datatype_FixedString_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_cfb8_datatype_UInt8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_cfb8_datatype_UInt16_key_16_iv_16 = r"""'3368'"""
+
+example_mode_aes_128_cfb8_datatype_UInt32_key_16_iv_16 = r"""'3368AB64'"""
+
+example_mode_aes_128_cfb8_datatype_UInt64_key_16_iv_16 = r"""'3368AB6421744B7E'"""
+
+example_mode_aes_128_cfb8_datatype_Int8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_cfb8_datatype_Int16_key_16_iv_16 = r"""'3368'"""
+
+example_mode_aes_128_cfb8_datatype_Int32_key_16_iv_16 = r"""'3368AB64'"""
+
+example_mode_aes_128_cfb8_datatype_Int64_key_16_iv_16 = r"""'3368AB6421744B7E'"""
+
+example_mode_aes_128_cfb8_datatype_Float32_key_16_iv_16 = r"""'3232B23D'"""
+
+example_mode_aes_128_cfb8_datatype_Float64_key_16_iv_16 = r"""'323232323232C2A6'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal32_key_16_iv_16 = r"""'12ABA873'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal64_key_16_iv_16 = r"""'12ABA873E2E24473'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal128_key_16_iv_16 = r"""'12ABA873E2E24473166434D82270A19C'"""
+
+example_mode_aes_128_cfb8_datatype_UUID_key_16_iv_16 = r"""'D529D970A38CCB794F856E4458D0E2D4'"""
+
+example_mode_aes_128_cfb8_datatype_Date_key_16_iv_16 = r"""'6445'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime_key_16_iv_16 = r"""'7CBF2FDA'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime64_key_16_iv_16 = r"""'191C7B5A063F562D'"""
+
+example_mode_aes_128_cfb8_datatype_LowCardinality_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_cfb8_datatype_Array_key_16_iv_16 = r"""'336A'"""
+
+example_mode_aes_128_cfb8_datatype_NULL_key_16_iv_16 = r"""'\\N'"""
+
+example_mode_aes_128_cfb8_datatype_IPv4_key_16_iv_16 = r"""'1F0A367A'"""
+
+example_mode_aes_128_cfb8_datatype_IPv6_key_16_iv_16 = r"""'12E4B19D97DC9F2C61A671C51B1201D2'"""
+
+example_mode_aes_128_cfb8_datatype_Enum8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_cfb8_datatype_Enum16_key_16_iv_16 = r"""'3368'"""
+
+example_mode_aes_128_cfb8_datatype_bytes_key_24_iv_24 = r"""'5B'"""
+
+example_mode_aes_128_cfb8_datatype_emptystring_key_24_iv_24 = r"""''"""
+
+example_mode_aes_128_cfb8_datatype_utf8string_key_24_iv_24 = r"""'1CE086607CFD8523D699E2588307E8F47EB1C6DB33141C6A'"""
+
+example_mode_aes_128_cfb8_datatype_utf8fixedstring_key_24_iv_24 = r"""'1CE086607CFD8523D699E2588307E8F47EB1C6DB33141C6A'"""
+
+example_mode_aes_128_cfb8_datatype_String_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_cfb8_datatype_FixedString_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_cfb8_datatype_UInt8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_cfb8_datatype_UInt16_key_24_iv_24 = r"""'5A37'"""
+
+example_mode_aes_128_cfb8_datatype_UInt32_key_24_iv_24 = r"""'5A37BD02'"""
+
+example_mode_aes_128_cfb8_datatype_UInt64_key_24_iv_24 = r"""'5A37BD02ECFA56DB'"""
+
+example_mode_aes_128_cfb8_datatype_Int8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_cfb8_datatype_Int16_key_24_iv_24 = r"""'5A37'"""
+
+example_mode_aes_128_cfb8_datatype_Int32_key_24_iv_24 = r"""'5A37BD02'"""
+
+example_mode_aes_128_cfb8_datatype_Int64_key_24_iv_24 = r"""'5A37BD02ECFA56DB'"""
+
+example_mode_aes_128_cfb8_datatype_Float32_key_24_iv_24 = r"""'5BC333D3'"""
+
+example_mode_aes_128_cfb8_datatype_Float64_key_24_iv_24 = r"""'5BC3B3495464BBE8'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal32_key_24_iv_24 = r"""'7BE3C6D3'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal64_key_24_iv_24 = r"""'7BE3C6D356A31F6E'"""
+
+example_mode_aes_128_cfb8_datatype_Decimal128_key_24_iv_24 = r"""'7BE3C6D356A31F6E1A17102C88C40C85'"""
+
+example_mode_aes_128_cfb8_datatype_UUID_key_24_iv_24 = r"""'BC30ED9E33095BED0825C18860C622AC'"""
+
+example_mode_aes_128_cfb8_datatype_Date_key_24_iv_24 = r"""'0D03'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime_key_24_iv_24 = r"""'15F76197'"""
+
+example_mode_aes_128_cfb8_datatype_DateTime64_key_24_iv_24 = r"""'7035C3E2D0F5F702'"""
+
+example_mode_aes_128_cfb8_datatype_LowCardinality_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_cfb8_datatype_Array_key_24_iv_24 = r"""'5A35'"""
+
+example_mode_aes_128_cfb8_datatype_NULL_key_24_iv_24 = r"""'\\N'"""
+
+example_mode_aes_128_cfb8_datatype_IPv4_key_24_iv_24 = r"""'769533D5'"""
+
+example_mode_aes_128_cfb8_datatype_IPv6_key_24_iv_24 = r"""'7BAC6FE32B92AB3A07AA8D90F0E175BA'"""
+
+example_mode_aes_128_cfb8_datatype_Enum8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_cfb8_datatype_Enum16_key_24_iv_24 = r"""'5A37'"""
+
+example_mode_aes_192_cfb8_datatype_bytes_key_24_iv_16 = r"""'68'"""
+
+example_mode_aes_192_cfb8_datatype_emptystring_key_24_iv_16 = r"""''"""
+
+example_mode_aes_192_cfb8_datatype_utf8string_key_24_iv_16 = r"""'2F48574D4D12E6B2C1EF1B43346E437333FFD386067A9398'"""
+
+example_mode_aes_192_cfb8_datatype_utf8fixedstring_key_24_iv_16 = r"""'2F48574D4D12E6B2C1EF1B43346E437333FFD386067A9398'"""
+
+example_mode_aes_192_cfb8_datatype_String_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_cfb8_datatype_FixedString_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_cfb8_datatype_UInt8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_cfb8_datatype_UInt16_key_24_iv_16 = r"""'6924'"""
+
+example_mode_aes_192_cfb8_datatype_UInt32_key_24_iv_16 = r"""'6924A086'"""
+
+example_mode_aes_192_cfb8_datatype_UInt64_key_24_iv_16 = r"""'6924A086F8F61C3C'"""
+
+example_mode_aes_192_cfb8_datatype_Int8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_cfb8_datatype_Int16_key_24_iv_16 = r"""'6924'"""
+
+example_mode_aes_192_cfb8_datatype_Int32_key_24_iv_16 = r"""'6924A086'"""
+
+example_mode_aes_192_cfb8_datatype_Int64_key_24_iv_16 = r"""'6924A086F8F61C3C'"""
+
+example_mode_aes_192_cfb8_datatype_Float32_key_24_iv_16 = r"""'6861DF7A'"""
+
+example_mode_aes_192_cfb8_datatype_Float64_key_24_iv_16 = r"""'68615FBC184B8D50'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal32_key_24_iv_16 = r"""'48041B5C'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal64_key_24_iv_16 = r"""'48041B5C6BEF70DD'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal128_key_24_iv_16 = r"""'48041B5C6BEF70DD4CDABC1FC8C2C684'"""
+
+example_mode_aes_192_cfb8_datatype_UUID_key_24_iv_16 = r"""'8FF1142976A9808C0F475A3D2A34D06D'"""
+
+example_mode_aes_192_cfb8_datatype_Date_key_24_iv_16 = r"""'3E6D'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime_key_24_iv_16 = r"""'269AFDC7'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime64_key_24_iv_16 = r"""'4350703E05F43A50'"""
+
+example_mode_aes_192_cfb8_datatype_LowCardinality_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_cfb8_datatype_Array_key_24_iv_16 = r"""'6926'"""
+
+example_mode_aes_192_cfb8_datatype_NULL_key_24_iv_16 = r"""'\\N'"""
+
+example_mode_aes_192_cfb8_datatype_IPv4_key_24_iv_16 = r"""'45979A4C'"""
+
+example_mode_aes_192_cfb8_datatype_IPv6_key_24_iv_16 = r"""'484BFA49756D837181B7EE03EBCF2B79'"""
+
+example_mode_aes_192_cfb8_datatype_Enum8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_cfb8_datatype_Enum16_key_24_iv_16 = r"""'6924'"""
+
+example_mode_aes_192_cfb8_datatype_bytes_key_32_iv_32 = r"""'31'"""
+
+example_mode_aes_192_cfb8_datatype_emptystring_key_32_iv_32 = r"""''"""
+
+example_mode_aes_192_cfb8_datatype_utf8string_key_32_iv_32 = r"""'7625D50FBB8F39E353302002F643A769A00CA77A81D316AB'"""
+
+example_mode_aes_192_cfb8_datatype_utf8fixedstring_key_32_iv_32 = r"""'7625D50FBB8F39E353302002F643A769A00CA77A81D316AB'"""
+
+example_mode_aes_192_cfb8_datatype_String_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_cfb8_datatype_FixedString_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_cfb8_datatype_UInt8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_cfb8_datatype_UInt16_key_32_iv_32 = r"""'3032'"""
+
+example_mode_aes_192_cfb8_datatype_UInt32_key_32_iv_32 = r"""'30325F8E'"""
+
+example_mode_aes_192_cfb8_datatype_UInt64_key_32_iv_32 = r"""'30325F8E9BE4C241'"""
+
+example_mode_aes_192_cfb8_datatype_Int8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_cfb8_datatype_Int16_key_32_iv_32 = r"""'3032'"""
+
+example_mode_aes_192_cfb8_datatype_Int32_key_32_iv_32 = r"""'30325F8E'"""
+
+example_mode_aes_192_cfb8_datatype_Int64_key_32_iv_32 = r"""'30325F8E9BE4C241'"""
+
+example_mode_aes_192_cfb8_datatype_Float32_key_32_iv_32 = r"""'3132C141'"""
+
+example_mode_aes_192_cfb8_datatype_Float64_key_32_iv_32 = r"""'3132410E0E8B4763'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal32_key_32_iv_32 = r"""'1143551C'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal64_key_32_iv_32 = r"""'1143551CF390615B'"""
+
+example_mode_aes_192_cfb8_datatype_Decimal128_key_32_iv_32 = r"""'1143551CF390615BB25617FAD1010676'"""
+
+example_mode_aes_192_cfb8_datatype_UUID_key_32_iv_32 = r"""'D63F190E24A3EF3805EF4E394CD5C620'"""
+
+example_mode_aes_192_cfb8_datatype_Date_key_32_iv_32 = r"""'67FC'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime_key_32_iv_32 = r"""'7FDB8ABC'"""
+
+example_mode_aes_192_cfb8_datatype_DateTime64_key_32_iv_32 = r"""'1A304FE168BFC721'"""
+
+example_mode_aes_192_cfb8_datatype_LowCardinality_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_cfb8_datatype_Array_key_32_iv_32 = r"""'3030'"""
+
+example_mode_aes_192_cfb8_datatype_NULL_key_32_iv_32 = r"""'\\N'"""
+
+example_mode_aes_192_cfb8_datatype_IPv4_key_32_iv_32 = r"""'1CE26C68'"""
+
+example_mode_aes_192_cfb8_datatype_IPv6_key_32_iv_32 = r"""'110CAE7AAE3AF3436C8D155FD4DFACB9'"""
+
+example_mode_aes_192_cfb8_datatype_Enum8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_cfb8_datatype_Enum16_key_32_iv_32 = r"""'3032'"""
+
+example_mode_aes_256_cfb8_datatype_bytes_key_32_iv_16 = r"""'69'"""
+
+example_mode_aes_256_cfb8_datatype_emptystring_key_32_iv_16 = r"""''"""
+
+example_mode_aes_256_cfb8_datatype_utf8string_key_32_iv_16 = r"""'2E79EE96B485FC5BF3BE56AD461AAC2B1CCB425F51679553'"""
+
+example_mode_aes_256_cfb8_datatype_utf8fixedstring_key_32_iv_16 = r"""'2E79EE96B485FC5BF3BE56AD461AAC2B1CCB425F51679553'"""
+
+example_mode_aes_256_cfb8_datatype_String_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_cfb8_datatype_FixedString_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_cfb8_datatype_UInt8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_cfb8_datatype_UInt16_key_32_iv_16 = r"""'682C'"""
+
+example_mode_aes_256_cfb8_datatype_UInt32_key_32_iv_16 = r"""'682CE0A9'"""
+
+example_mode_aes_256_cfb8_datatype_UInt64_key_32_iv_16 = r"""'682CE0A9FFAF55AE'"""
+
+example_mode_aes_256_cfb8_datatype_Int8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_cfb8_datatype_Int16_key_32_iv_16 = r"""'682C'"""
+
+example_mode_aes_256_cfb8_datatype_Int32_key_32_iv_16 = r"""'682CE0A9'"""
+
+example_mode_aes_256_cfb8_datatype_Int64_key_32_iv_16 = r"""'682CE0A9FFAF55AE'"""
+
+example_mode_aes_256_cfb8_datatype_Float32_key_32_iv_16 = r"""'69B127F9'"""
+
+example_mode_aes_256_cfb8_datatype_Float64_key_32_iv_16 = r"""'69B1A72CB81A0FFF'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal32_key_32_iv_16 = r"""'49378750'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal64_key_32_iv_16 = r"""'493787505DFF5606'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal128_key_32_iv_16 = r"""'493787505DFF5606774649C631E6E0E7'"""
+
+example_mode_aes_256_cfb8_datatype_UUID_key_32_iv_16 = r"""'8E09A60AA21565C888B2D92942896930'"""
+
+example_mode_aes_256_cfb8_datatype_Date_key_32_iv_16 = r"""'3FF1'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime_key_32_iv_16 = r"""'274E13D8'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime64_key_32_iv_16 = r"""'4211DFF611769F37'"""
+
+example_mode_aes_256_cfb8_datatype_LowCardinality_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_cfb8_datatype_Array_key_32_iv_16 = r"""'682E'"""
+
+example_mode_aes_256_cfb8_datatype_NULL_key_32_iv_16 = r"""'\\N'"""
+
+example_mode_aes_256_cfb8_datatype_IPv4_key_32_iv_16 = r"""'442DB771'"""
+
+example_mode_aes_256_cfb8_datatype_IPv6_key_32_iv_16 = r"""'4978AF3EED91F4AD14F7C326CCD96804'"""
+
+example_mode_aes_256_cfb8_datatype_Enum8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_cfb8_datatype_Enum16_key_32_iv_16 = r"""'682C'"""
+
+example_mode_aes_256_cfb8_datatype_bytes_key_64_iv_64 = r"""'D3'"""
+
+example_mode_aes_256_cfb8_datatype_emptystring_key_64_iv_64 = r"""''"""
+
+example_mode_aes_256_cfb8_datatype_utf8string_key_64_iv_64 = r"""'94336E21D7AF28FAA2179962917236281AB6CA2EB17A5F52'"""
+
+example_mode_aes_256_cfb8_datatype_utf8fixedstring_key_64_iv_64 = r"""'94336E21D7AF28FAA2179962917236281AB6CA2EB17A5F52'"""
+
+example_mode_aes_256_cfb8_datatype_String_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_cfb8_datatype_FixedString_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_cfb8_datatype_UInt8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_cfb8_datatype_UInt16_key_64_iv_64 = r"""'D2F0'"""
+
+example_mode_aes_256_cfb8_datatype_UInt32_key_64_iv_64 = r"""'D2F009AE'"""
+
+example_mode_aes_256_cfb8_datatype_UInt64_key_64_iv_64 = r"""'D2F009AE234CE3B2'"""
+
+example_mode_aes_256_cfb8_datatype_Int8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_cfb8_datatype_Int16_key_64_iv_64 = r"""'D2F0'"""
+
+example_mode_aes_256_cfb8_datatype_Int32_key_64_iv_64 = r"""'D2F009AE'"""
+
+example_mode_aes_256_cfb8_datatype_Int64_key_64_iv_64 = r"""'D2F009AE234CE3B2'"""
+
+example_mode_aes_256_cfb8_datatype_Float32_key_64_iv_64 = r"""'D323A6EE'"""
+
+example_mode_aes_256_cfb8_datatype_Float64_key_64_iv_64 = r"""'D32326952E7D73B6'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal32_key_64_iv_64 = r"""'F3600DB1'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal64_key_64_iv_64 = r"""'F3600DB150D7A5EF'"""
+
+example_mode_aes_256_cfb8_datatype_Decimal128_key_64_iv_64 = r"""'F3600DB150D7A5EFA1934028A5BDD856'"""
+
+example_mode_aes_256_cfb8_datatype_UUID_key_64_iv_64 = r"""'34B0729B2D7A5D08043DBF031FE464BC'"""
+
+example_mode_aes_256_cfb8_datatype_Date_key_64_iv_64 = r"""'85A9'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime_key_64_iv_64 = r"""'9D298352'"""
+
+example_mode_aes_256_cfb8_datatype_DateTime64_key_64_iv_64 = r"""'F8BC2B190E2139CC'"""
+
+example_mode_aes_256_cfb8_datatype_LowCardinality_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_cfb8_datatype_Array_key_64_iv_64 = r"""'D2F2'"""
+
+example_mode_aes_256_cfb8_datatype_NULL_key_64_iv_64 = r"""'\\N'"""
+
+example_mode_aes_256_cfb8_datatype_IPv4_key_64_iv_64 = r"""'FEEA2143'"""
+
+example_mode_aes_256_cfb8_datatype_IPv6_key_64_iv_64 = r"""'F32F6C4967EF6EFF9975263D9074D4E1'"""
+
+example_mode_aes_256_cfb8_datatype_Enum8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_cfb8_datatype_Enum16_key_64_iv_64 = r"""'D2F0'"""
+
+example_mode_aes_128_cfb128_datatype_bytes_key_16_iv_None = r"""'10'"""
+
+example_mode_aes_128_cfb128_datatype_emptystring_key_16_iv_None = r"""''"""
+
+example_mode_aes_128_cfb128_datatype_utf8string_key_16_iv_None = r"""'571C627072083ECFD8460B39C4132D1B2802275B5B24EF73'"""
+
+example_mode_aes_128_cfb128_datatype_utf8fixedstring_key_16_iv_None = r"""'571C627072083ECFD8460B39C4132D1B2802275B5B24EF73'"""
+
+example_mode_aes_128_cfb128_datatype_String_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_cfb128_datatype_FixedString_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_cfb128_datatype_UInt8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_cfb128_datatype_UInt16_key_16_iv_None = r"""'11DF'"""
+
+example_mode_aes_128_cfb128_datatype_UInt32_key_16_iv_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_cfb128_datatype_UInt64_key_16_iv_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_Int8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_cfb128_datatype_Int16_key_16_iv_None = r"""'11DF'"""
+
+example_mode_aes_128_cfb128_datatype_Int32_key_16_iv_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_cfb128_datatype_Int64_key_16_iv_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_Float32_key_16_iv_None = r"""'10DF418A'"""
+
+example_mode_aes_128_cfb128_datatype_Float64_key_16_iv_None = r"""'10DFC1B5F66C0D55'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal32_key_16_iv_None = r"""'3091C1B5'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal64_key_16_iv_None = r"""'3091C1B5F66CFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal128_key_16_iv_None = r"""'3091C1B5F66CFD6A1DC46D66907BEEB1'"""
+
+example_mode_aes_128_cfb128_datatype_UUID_key_16_iv_None = r"""'F7CE72E9F2A80D0BBD1FBE0C90DD9521'"""
+
+example_mode_aes_128_cfb128_datatype_Date_key_16_iv_None = r"""'4698'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime_key_16_iv_None = r"""'5E0FCDEB'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime64_key_16_iv_None = r"""'3B6ECCD7996DFD6A'"""
+
+example_mode_aes_128_cfb128_datatype_LowCardinality_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_cfb128_datatype_Array_key_16_iv_None = r"""'11DD'"""
+
+example_mode_aes_128_cfb128_datatype_NULL_key_16_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_cfb128_datatype_IPv4_key_16_iv_None = r"""'3D5D201E'"""
+
+example_mode_aes_128_cfb128_datatype_IPv6_key_16_iv_None = r"""'30DECC0DF66C78C91DC46D663C646EB0'"""
+
+example_mode_aes_128_cfb128_datatype_Enum8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_cfb128_datatype_Enum16_key_16_iv_None = r"""'11DF'"""
+
+example_mode_aes_192_cfb128_datatype_bytes_key_24_iv_None = r"""'07'"""
+
+example_mode_aes_192_cfb128_datatype_emptystring_key_24_iv_None = r"""''"""
+
+example_mode_aes_192_cfb128_datatype_utf8string_key_24_iv_None = r"""'4074BA58B958623BE94C3FCF833DDDD9AC9F875CC2784719'"""
+
+example_mode_aes_192_cfb128_datatype_utf8fixedstring_key_24_iv_None = r"""'4074BA58B958623BE94C3FCF833DDDD9AC9F875CC2784719'"""
+
+example_mode_aes_192_cfb128_datatype_String_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_cfb128_datatype_FixedString_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_cfb128_datatype_UInt8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_cfb128_datatype_UInt16_key_24_iv_None = r"""'06B7'"""
+
+example_mode_aes_192_cfb128_datatype_UInt32_key_24_iv_None = r"""'06B7199D'"""
+
+example_mode_aes_192_cfb128_datatype_UInt64_key_24_iv_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_cfb128_datatype_Int8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_cfb128_datatype_Int16_key_24_iv_None = r"""'06B7'"""
+
+example_mode_aes_192_cfb128_datatype_Int32_key_24_iv_None = r"""'06B7199D'"""
+
+example_mode_aes_192_cfb128_datatype_Int64_key_24_iv_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_cfb128_datatype_Float32_key_24_iv_None = r"""'07B799A2'"""
+
+example_mode_aes_192_cfb128_datatype_Float64_key_24_iv_None = r"""'07B7199D3D3C51A1'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal32_key_24_iv_None = r"""'27F9199D'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal64_key_24_iv_None = r"""'27F9199D3D3CA19E'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal128_key_24_iv_None = r"""'27F9199D3D3CA19E2CCE5990D7551E73'"""
+
+example_mode_aes_192_cfb128_datatype_UUID_key_24_iv_None = r"""'E0A6AAC139F851FF8C158AFAD7F365E3'"""
+
+example_mode_aes_192_cfb128_datatype_Date_key_24_iv_None = r"""'51F0'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime_key_24_iv_None = r"""'496715C3'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime64_key_24_iv_None = r"""'2C0614FF523DA19E'"""
+
+example_mode_aes_192_cfb128_datatype_LowCardinality_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_cfb128_datatype_Array_key_24_iv_None = r"""'06B5'"""
+
+example_mode_aes_192_cfb128_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_cfb128_datatype_IPv4_key_24_iv_None = r"""'2A35F836'"""
+
+example_mode_aes_192_cfb128_datatype_IPv6_key_24_iv_None = r"""'27B614253D3C243D2CCE59907B4A9E72'"""
+
+example_mode_aes_192_cfb128_datatype_Enum8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_cfb128_datatype_Enum16_key_24_iv_None = r"""'06B7'"""
+
+example_mode_aes_256_cfb128_datatype_bytes_key_32_iv_None = r"""'B0'"""
+
+example_mode_aes_256_cfb128_datatype_emptystring_key_32_iv_None = r"""''"""
+
+example_mode_aes_256_cfb128_datatype_utf8string_key_32_iv_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06F5E4BB666EC25FE2'"""
+
+example_mode_aes_256_cfb128_datatype_utf8fixedstring_key_32_iv_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06F5E4BB666EC25FE2'"""
+
+example_mode_aes_256_cfb128_datatype_String_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_cfb128_datatype_FixedString_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_cfb128_datatype_UInt8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_cfb128_datatype_UInt16_key_32_iv_None = r"""'B18E'"""
+
+example_mode_aes_256_cfb128_datatype_UInt32_key_32_iv_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_cfb128_datatype_UInt64_key_32_iv_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_Int8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_cfb128_datatype_Int16_key_32_iv_None = r"""'B18E'"""
+
+example_mode_aes_256_cfb128_datatype_Int32_key_32_iv_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_cfb128_datatype_Int64_key_32_iv_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_Float32_key_32_iv_None = r"""'B08E4FA1'"""
+
+example_mode_aes_256_cfb128_datatype_Float64_key_32_iv_None = r"""'B08ECF9EC7EBAF32'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal32_key_32_iv_None = r"""'90C0CF9E'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal64_key_32_iv_None = r"""'90C0CF9EC7EB5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal128_key_32_iv_None = r"""'90C0CF9EC7EB5F0D7B78C42556D668AC'"""
+
+example_mode_aes_256_cfb128_datatype_UUID_key_32_iv_None = r"""'579F7CC2C32FAF6CDBA3174F5670133C'"""
+
+example_mode_aes_256_cfb128_datatype_Date_key_32_iv_None = r"""'E6C9'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime_key_32_iv_None = r"""'FE5EC3C0'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime64_key_32_iv_None = r"""'9B3FC2FCA8EA5F0D'"""
+
+example_mode_aes_256_cfb128_datatype_LowCardinality_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_cfb128_datatype_Array_key_32_iv_None = r"""'B18C'"""
+
+example_mode_aes_256_cfb128_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_cfb128_datatype_IPv4_key_32_iv_None = r"""'9D0C2E35'"""
+
+example_mode_aes_256_cfb128_datatype_IPv6_key_32_iv_None = r"""'908FC226C7EBDAAE7B78C425FAC9E8AD'"""
+
+example_mode_aes_256_cfb128_datatype_Enum8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_cfb128_datatype_Enum16_key_32_iv_None = r"""'B18E'"""
+
+example_mode_aes_128_cfb128_datatype_bytes_key_16_iv_16 = r"""'32'"""
+
+example_mode_aes_128_cfb128_datatype_emptystring_key_16_iv_16 = r"""''"""
+
+example_mode_aes_128_cfb128_datatype_utf8string_key_16_iv_16 = r"""'754B0A4159623CFD2CBB06EE8AADCCB4581E4F5FB9F091DD'"""
+
+example_mode_aes_128_cfb128_datatype_utf8fixedstring_key_16_iv_16 = r"""'754B0A4159623CFD2CBB06EE8AADCCB4581E4F5FB9F091DD'"""
+
+example_mode_aes_128_cfb128_datatype_String_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_cfb128_datatype_FixedString_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_cfb128_datatype_UInt8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_cfb128_datatype_UInt16_key_16_iv_16 = r"""'3388'"""
+
+example_mode_aes_128_cfb128_datatype_UInt32_key_16_iv_16 = r"""'3388A984'"""
+
+example_mode_aes_128_cfb128_datatype_UInt64_key_16_iv_16 = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_cfb128_datatype_Int8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_cfb128_datatype_Int16_key_16_iv_16 = r"""'3388'"""
+
+example_mode_aes_128_cfb128_datatype_Int32_key_16_iv_16 = r"""'3388A984'"""
+
+example_mode_aes_128_cfb128_datatype_Int64_key_16_iv_16 = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_cfb128_datatype_Float32_key_16_iv_16 = r"""'328829BB'"""
+
+example_mode_aes_128_cfb128_datatype_Float64_key_16_iv_16 = r"""'3288A984DD060F67'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal32_key_16_iv_16 = r"""'12C6A984'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal64_key_16_iv_16 = r"""'12C6A984DD06FF58'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal128_key_16_iv_16 = r"""'12C6A984DD06FF58E93960B1DEC50F1E'"""
+
+example_mode_aes_128_cfb128_datatype_UUID_key_16_iv_16 = r"""'D5991AD8D9C20F3949E2B3DBDE63748E'"""
+
+example_mode_aes_128_cfb128_datatype_Date_key_16_iv_16 = r"""'64CF'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime_key_16_iv_16 = r"""'7C58A5DA'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime64_key_16_iv_16 = r"""'1939A4E6B207FF58'"""
+
+example_mode_aes_128_cfb128_datatype_LowCardinality_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_cfb128_datatype_Array_key_16_iv_16 = r"""'338A'"""
+
+example_mode_aes_128_cfb128_datatype_NULL_key_16_iv_16 = r"""'\\N'"""
+
+example_mode_aes_128_cfb128_datatype_IPv4_key_16_iv_16 = r"""'1F0A482F'"""
+
+example_mode_aes_128_cfb128_datatype_IPv6_key_16_iv_16 = r"""'1289A43CDD067AFBE93960B172DA8F1F'"""
+
+example_mode_aes_128_cfb128_datatype_Enum8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_cfb128_datatype_Enum16_key_16_iv_16 = r"""'3388'"""
+
+example_mode_aes_128_cfb128_datatype_bytes_key_24_iv_24 = r"""'5B'"""
+
+example_mode_aes_128_cfb128_datatype_emptystring_key_24_iv_24 = r"""''"""
+
+example_mode_aes_128_cfb128_datatype_utf8string_key_24_iv_24 = r"""'1CB4A1306DD44E12FB99CA2398A56D5C6FFFA5BE700B5B9B'"""
+
+example_mode_aes_128_cfb128_datatype_utf8fixedstring_key_24_iv_24 = r"""'1CB4A1306DD44E12FB99CA2398A56D5C6FFFA5BE700B5B9B'"""
+
+example_mode_aes_128_cfb128_datatype_String_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_cfb128_datatype_FixedString_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_cfb128_datatype_UInt8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_cfb128_datatype_UInt16_key_24_iv_24 = r"""'5A77'"""
+
+example_mode_aes_128_cfb128_datatype_UInt32_key_24_iv_24 = r"""'5A7702F5'"""
+
+example_mode_aes_128_cfb128_datatype_UInt64_key_24_iv_24 = r"""'5A7702F5E9B08DB7'"""
+
+example_mode_aes_128_cfb128_datatype_Int8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_cfb128_datatype_Int16_key_24_iv_24 = r"""'5A77'"""
+
+example_mode_aes_128_cfb128_datatype_Int32_key_24_iv_24 = r"""'5A7702F5'"""
+
+example_mode_aes_128_cfb128_datatype_Int64_key_24_iv_24 = r"""'5A7702F5E9B08DB7'"""
+
+example_mode_aes_128_cfb128_datatype_Float32_key_24_iv_24 = r"""'5B7782CA'"""
+
+example_mode_aes_128_cfb128_datatype_Float64_key_24_iv_24 = r"""'5B7702F5E9B07D88'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal32_key_24_iv_24 = r"""'7B3902F5'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal64_key_24_iv_24 = r"""'7B3902F5E9B08DB7'"""
+
+example_mode_aes_128_cfb128_datatype_Decimal128_key_24_iv_24 = r"""'7B3902F5E9B08DB73E1BAC7CCCCDAEF6'"""
+
+example_mode_aes_128_cfb128_datatype_UUID_key_24_iv_24 = r"""'BC66B1A9ED747DD69EC07F16CC6BD566'"""
+
+example_mode_aes_128_cfb128_datatype_Date_key_24_iv_24 = r"""'0D30'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime_key_24_iv_24 = r"""'15A70EAB'"""
+
+example_mode_aes_128_cfb128_datatype_DateTime64_key_24_iv_24 = r"""'70C60F9786B18DB7'"""
+
+example_mode_aes_128_cfb128_datatype_LowCardinality_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_cfb128_datatype_Array_key_24_iv_24 = r"""'5A75'"""
+
+example_mode_aes_128_cfb128_datatype_NULL_key_24_iv_24 = r"""'\\N'"""
+
+example_mode_aes_128_cfb128_datatype_IPv4_key_24_iv_24 = r"""'76F5E35E'"""
+
+example_mode_aes_128_cfb128_datatype_IPv6_key_24_iv_24 = r"""'7B760F4DE9B008143E1BAC7C60D22EF7'"""
+
+example_mode_aes_128_cfb128_datatype_Enum8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_cfb128_datatype_Enum16_key_24_iv_24 = r"""'5A77'"""
+
+example_mode_aes_192_cfb128_datatype_bytes_key_24_iv_16 = r"""'68'"""
+
+example_mode_aes_192_cfb128_datatype_emptystring_key_24_iv_16 = r"""''"""
+
+example_mode_aes_192_cfb128_datatype_utf8string_key_24_iv_16 = r"""'2F0444573374B41441C46351EBB0A21FD2D5B29B19D817D8'"""
+
+example_mode_aes_192_cfb128_datatype_utf8fixedstring_key_24_iv_16 = r"""'2F0444573374B41441C46351EBB0A21FD2D5B29B19D817D8'"""
+
+example_mode_aes_192_cfb128_datatype_String_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_cfb128_datatype_FixedString_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_cfb128_datatype_UInt8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_cfb128_datatype_UInt16_key_24_iv_16 = r"""'69C7'"""
+
+example_mode_aes_192_cfb128_datatype_UInt32_key_24_iv_16 = r"""'69C7E792'"""
+
+example_mode_aes_192_cfb128_datatype_UInt64_key_24_iv_16 = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_cfb128_datatype_Int8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_cfb128_datatype_Int16_key_24_iv_16 = r"""'69C7'"""
+
+example_mode_aes_192_cfb128_datatype_Int32_key_24_iv_16 = r"""'69C7E792'"""
+
+example_mode_aes_192_cfb128_datatype_Int64_key_24_iv_16 = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_cfb128_datatype_Float32_key_24_iv_16 = r"""'68C767AD'"""
+
+example_mode_aes_192_cfb128_datatype_Float64_key_24_iv_16 = r"""'68C7E792B710878E'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal32_key_24_iv_16 = r"""'4889E792'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal64_key_24_iv_16 = r"""'4889E792B71077B1'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal128_key_24_iv_16 = r"""'4889E792B71077B18446050EBFD861B5'"""
+
+example_mode_aes_192_cfb128_datatype_UUID_key_24_iv_16 = r"""'8FD654CEB3D487D0249DD664BF7E1A25'"""
+
+example_mode_aes_192_cfb128_datatype_Date_key_24_iv_16 = r"""'3E80'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime_key_24_iv_16 = r"""'2617EBCC'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime64_key_24_iv_16 = r"""'4376EAF0D81177B1'"""
+
+example_mode_aes_192_cfb128_datatype_LowCardinality_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_cfb128_datatype_Array_key_24_iv_16 = r"""'69C5'"""
+
+example_mode_aes_192_cfb128_datatype_NULL_key_24_iv_16 = r"""'\\N'"""
+
+example_mode_aes_192_cfb128_datatype_IPv4_key_24_iv_16 = r"""'45450639'"""
+
+example_mode_aes_192_cfb128_datatype_IPv6_key_24_iv_16 = r"""'48C6EA2AB710F2128446050E13C7E1B4'"""
+
+example_mode_aes_192_cfb128_datatype_Enum8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_cfb128_datatype_Enum16_key_24_iv_16 = r"""'69C7'"""
+
+example_mode_aes_192_cfb128_datatype_bytes_key_32_iv_32 = r"""'31'"""
+
+example_mode_aes_192_cfb128_datatype_emptystring_key_32_iv_32 = r"""''"""
+
+example_mode_aes_192_cfb128_datatype_utf8string_key_32_iv_32 = r"""'76632DB12BCFF36187A90B6990CFA6D8D9CFB425308D13E0'"""
+
+example_mode_aes_192_cfb128_datatype_utf8fixedstring_key_32_iv_32 = r"""'76632DB12BCFF36187A90B6990CFA6D8D9CFB425308D13E0'"""
+
+example_mode_aes_192_cfb128_datatype_String_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_cfb128_datatype_FixedString_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_cfb128_datatype_UInt8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_cfb128_datatype_UInt16_key_32_iv_32 = r"""'30A0'"""
+
+example_mode_aes_192_cfb128_datatype_UInt32_key_32_iv_32 = r"""'30A08E74'"""
+
+example_mode_aes_192_cfb128_datatype_UInt64_key_32_iv_32 = r"""'30A08E74AFAB30C4'"""
+
+example_mode_aes_192_cfb128_datatype_Int8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_cfb128_datatype_Int16_key_32_iv_32 = r"""'30A0'"""
+
+example_mode_aes_192_cfb128_datatype_Int32_key_32_iv_32 = r"""'30A08E74'"""
+
+example_mode_aes_192_cfb128_datatype_Int64_key_32_iv_32 = r"""'30A08E74AFAB30C4'"""
+
+example_mode_aes_192_cfb128_datatype_Float32_key_32_iv_32 = r"""'31A00E4B'"""
+
+example_mode_aes_192_cfb128_datatype_Float64_key_32_iv_32 = r"""'31A08E74AFABC0FB'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal32_key_32_iv_32 = r"""'11EE8E74'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal64_key_32_iv_32 = r"""'11EE8E74AFAB30C4'"""
+
+example_mode_aes_192_cfb128_datatype_Decimal128_key_32_iv_32 = r"""'11EE8E74AFAB30C4422B6D36C4A76572'"""
+
+example_mode_aes_192_cfb128_datatype_UUID_key_32_iv_32 = r"""'D6B13D28AB6FC0A5E2F0BE5CC4011EE2'"""
+
+example_mode_aes_192_cfb128_datatype_Date_key_32_iv_32 = r"""'67E7'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime_key_32_iv_32 = r"""'7F70822A'"""
+
+example_mode_aes_192_cfb128_datatype_DateTime64_key_32_iv_32 = r"""'1A118316C0AA30C4'"""
+
+example_mode_aes_192_cfb128_datatype_LowCardinality_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_cfb128_datatype_Array_key_32_iv_32 = r"""'30A2'"""
+
+example_mode_aes_192_cfb128_datatype_NULL_key_32_iv_32 = r"""'\\N'"""
+
+example_mode_aes_192_cfb128_datatype_IPv4_key_32_iv_32 = r"""'1C226FDF'"""
+
+example_mode_aes_192_cfb128_datatype_IPv6_key_32_iv_32 = r"""'11A183CCAFABB567422B6D3668B8E573'"""
+
+example_mode_aes_192_cfb128_datatype_Enum8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_cfb128_datatype_Enum16_key_32_iv_32 = r"""'30A0'"""
+
+example_mode_aes_256_cfb128_datatype_bytes_key_32_iv_16 = r"""'69'"""
+
+example_mode_aes_256_cfb128_datatype_emptystring_key_32_iv_16 = r"""''"""
+
+example_mode_aes_256_cfb128_datatype_utf8string_key_32_iv_16 = r"""'2E9B2BD2B8BA872DB56225F82754048C22AA31B7F22AD276'"""
+
+example_mode_aes_256_cfb128_datatype_utf8fixedstring_key_32_iv_16 = r"""'2E9B2BD2B8BA872DB56225F82754048C22AA31B7F22AD276'"""
+
+example_mode_aes_256_cfb128_datatype_String_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_cfb128_datatype_FixedString_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_cfb128_datatype_UInt8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_cfb128_datatype_UInt16_key_32_iv_16 = r"""'6858'"""
+
+example_mode_aes_256_cfb128_datatype_UInt32_key_32_iv_16 = r"""'68588817'"""
+
+example_mode_aes_256_cfb128_datatype_UInt64_key_32_iv_16 = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_cfb128_datatype_Int8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_cfb128_datatype_Int16_key_32_iv_16 = r"""'6858'"""
+
+example_mode_aes_256_cfb128_datatype_Int32_key_32_iv_16 = r"""'68588817'"""
+
+example_mode_aes_256_cfb128_datatype_Int64_key_32_iv_16 = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_cfb128_datatype_Float32_key_32_iv_16 = r"""'69580828'"""
+
+example_mode_aes_256_cfb128_datatype_Float64_key_32_iv_16 = r"""'695888173CDEB4B7'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal32_key_32_iv_16 = r"""'49168817'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal64_key_32_iv_16 = r"""'491688173CDE4488'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal128_key_32_iv_16 = r"""'491688173CDE448870E043A7733CC726'"""
+
+example_mode_aes_256_cfb128_datatype_UUID_key_32_iv_16 = r"""'8E493B4B381AB4E9D03B90CD739ABCB6'"""
+
+example_mode_aes_256_cfb128_datatype_Date_key_32_iv_16 = r"""'3F1F'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime_key_32_iv_16 = r"""'27888449'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime64_key_32_iv_16 = r"""'42E9857553DF4488'"""
+
+example_mode_aes_256_cfb128_datatype_LowCardinality_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_cfb128_datatype_Array_key_32_iv_16 = r"""'685A'"""
+
+example_mode_aes_256_cfb128_datatype_NULL_key_32_iv_16 = r"""'\\N'"""
+
+example_mode_aes_256_cfb128_datatype_IPv4_key_32_iv_16 = r"""'44DA69BC'"""
+
+example_mode_aes_256_cfb128_datatype_IPv6_key_32_iv_16 = r"""'495985AF3CDEC12B70E043A7DF234727'"""
+
+example_mode_aes_256_cfb128_datatype_Enum8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_cfb128_datatype_Enum16_key_32_iv_16 = r"""'6858'"""
+
+example_mode_aes_256_cfb128_datatype_bytes_key_64_iv_64 = r"""'D3'"""
+
+example_mode_aes_256_cfb128_datatype_emptystring_key_64_iv_64 = r"""''"""
+
+example_mode_aes_256_cfb128_datatype_utf8string_key_64_iv_64 = r"""'942D6C993F1DE6D874AD5CCF2109CE7D9EC333A5AE718F82'"""
+
+example_mode_aes_256_cfb128_datatype_utf8fixedstring_key_64_iv_64 = r"""'942D6C993F1DE6D874AD5CCF2109CE7D9EC333A5AE718F82'"""
+
+example_mode_aes_256_cfb128_datatype_String_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_cfb128_datatype_FixedString_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_cfb128_datatype_UInt8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_cfb128_datatype_UInt16_key_64_iv_64 = r"""'D2EE'"""
+
+example_mode_aes_256_cfb128_datatype_UInt32_key_64_iv_64 = r"""'D2EECF5C'"""
+
+example_mode_aes_256_cfb128_datatype_UInt64_key_64_iv_64 = r"""'D2EECF5CBB79257D'"""
+
+example_mode_aes_256_cfb128_datatype_Int8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_cfb128_datatype_Int16_key_64_iv_64 = r"""'D2EE'"""
+
+example_mode_aes_256_cfb128_datatype_Int32_key_64_iv_64 = r"""'D2EECF5C'"""
+
+example_mode_aes_256_cfb128_datatype_Int64_key_64_iv_64 = r"""'D2EECF5CBB79257D'"""
+
+example_mode_aes_256_cfb128_datatype_Float32_key_64_iv_64 = r"""'D3EE4F63'"""
+
+example_mode_aes_256_cfb128_datatype_Float64_key_64_iv_64 = r"""'D3EECF5CBB79D542'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal32_key_64_iv_64 = r"""'F3A0CF5C'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal64_key_64_iv_64 = r"""'F3A0CF5CBB79257D'"""
+
+example_mode_aes_256_cfb128_datatype_Decimal128_key_64_iv_64 = r"""'F3A0CF5CBB79257DB12F3A9075610DD7'"""
+
+example_mode_aes_256_cfb128_datatype_UUID_key_64_iv_64 = r"""'34FF7C00BFBDD51C11F4E9FA75C77647'"""
+
+example_mode_aes_256_cfb128_datatype_Date_key_64_iv_64 = r"""'85A9'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime_key_64_iv_64 = r"""'9D3EC302'"""
+
+example_mode_aes_256_cfb128_datatype_DateTime64_key_64_iv_64 = r"""'F85FC23ED478257D'"""
+
+example_mode_aes_256_cfb128_datatype_LowCardinality_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_cfb128_datatype_Array_key_64_iv_64 = r"""'D2EC'"""
+
+example_mode_aes_256_cfb128_datatype_NULL_key_64_iv_64 = r"""'\\N'"""
+
+example_mode_aes_256_cfb128_datatype_IPv4_key_64_iv_64 = r"""'FE6C2EF7'"""
+
+example_mode_aes_256_cfb128_datatype_IPv6_key_64_iv_64 = r"""'F3EFC2E4BB79A0DEB12F3A90D97E8DD6'"""
+
+example_mode_aes_256_cfb128_datatype_Enum8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_cfb128_datatype_Enum16_key_64_iv_64 = r"""'D2EE'"""
+
+example_mode_aes_128_ofb_datatype_bytes_key_16_iv_None = r"""'10'"""
+
+example_mode_aes_128_ofb_datatype_emptystring_key_16_iv_None = r"""''"""
+
+example_mode_aes_128_ofb_datatype_utf8string_key_16_iv_None = r"""'571C627072083ECFD8460B39C4132D1B1EFEEBE7197398AE'"""
+
+example_mode_aes_128_ofb_datatype_utf8fixedstring_key_16_iv_None = r"""'571C627072083ECFD8460B39C4132D1B1EFEEBE7197398AE'"""
+
+example_mode_aes_128_ofb_datatype_String_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_ofb_datatype_FixedString_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_ofb_datatype_UInt8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_ofb_datatype_UInt16_key_16_iv_None = r"""'11DF'"""
+
+example_mode_aes_128_ofb_datatype_UInt32_key_16_iv_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_ofb_datatype_UInt64_key_16_iv_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_ofb_datatype_Int8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_ofb_datatype_Int16_key_16_iv_None = r"""'11DF'"""
+
+example_mode_aes_128_ofb_datatype_Int32_key_16_iv_None = r"""'11DFC1B5'"""
+
+example_mode_aes_128_ofb_datatype_Int64_key_16_iv_None = r"""'11DFC1B5F66CFD6A'"""
+
+example_mode_aes_128_ofb_datatype_Float32_key_16_iv_None = r"""'10DF418A'"""
+
+example_mode_aes_128_ofb_datatype_Float64_key_16_iv_None = r"""'10DFC1B5F66C0D55'"""
+
+example_mode_aes_128_ofb_datatype_Decimal32_key_16_iv_None = r"""'3091C1B5'"""
+
+example_mode_aes_128_ofb_datatype_Decimal64_key_16_iv_None = r"""'3091C1B5F66CFD6A'"""
+
+example_mode_aes_128_ofb_datatype_Decimal128_key_16_iv_None = r"""'3091C1B5F66CFD6A1DC46D66907BEEB1'"""
+
+example_mode_aes_128_ofb_datatype_UUID_key_16_iv_None = r"""'F7CE72E9F2A80D0BBD1FBE0C90DD9521'"""
+
+example_mode_aes_128_ofb_datatype_Date_key_16_iv_None = r"""'4698'"""
+
+example_mode_aes_128_ofb_datatype_DateTime_key_16_iv_None = r"""'5E0FCDEB'"""
+
+example_mode_aes_128_ofb_datatype_DateTime64_key_16_iv_None = r"""'3B6ECCD7996DFD6A'"""
+
+example_mode_aes_128_ofb_datatype_LowCardinality_key_16_iv_None = r"""'21'"""
+
+example_mode_aes_128_ofb_datatype_Array_key_16_iv_None = r"""'11DD'"""
+
+example_mode_aes_128_ofb_datatype_NULL_key_16_iv_None = r"""'\\N'"""
+
+example_mode_aes_128_ofb_datatype_IPv4_key_16_iv_None = r"""'3D5D201E'"""
+
+example_mode_aes_128_ofb_datatype_IPv6_key_16_iv_None = r"""'30DECC0DF66C78C91DC46D663C646EB0'"""
+
+example_mode_aes_128_ofb_datatype_Enum8_key_16_iv_None = r"""'11'"""
+
+example_mode_aes_128_ofb_datatype_Enum16_key_16_iv_None = r"""'11DF'"""
+
+example_mode_aes_192_ofb_datatype_bytes_key_24_iv_None = r"""'07'"""
+
+example_mode_aes_192_ofb_datatype_emptystring_key_24_iv_None = r"""''"""
+
+example_mode_aes_192_ofb_datatype_utf8string_key_24_iv_None = r"""'4074BA58B958623BE94C3FCF833DDDD95F6EFF17F7823E17'"""
+
+example_mode_aes_192_ofb_datatype_utf8fixedstring_key_24_iv_None = r"""'4074BA58B958623BE94C3FCF833DDDD95F6EFF17F7823E17'"""
+
+example_mode_aes_192_ofb_datatype_String_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_ofb_datatype_FixedString_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_ofb_datatype_UInt8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_ofb_datatype_UInt16_key_24_iv_None = r"""'06B7'"""
+
+example_mode_aes_192_ofb_datatype_UInt32_key_24_iv_None = r"""'06B7199D'"""
+
+example_mode_aes_192_ofb_datatype_UInt64_key_24_iv_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_ofb_datatype_Int8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_ofb_datatype_Int16_key_24_iv_None = r"""'06B7'"""
+
+example_mode_aes_192_ofb_datatype_Int32_key_24_iv_None = r"""'06B7199D'"""
+
+example_mode_aes_192_ofb_datatype_Int64_key_24_iv_None = r"""'06B7199D3D3CA19E'"""
+
+example_mode_aes_192_ofb_datatype_Float32_key_24_iv_None = r"""'07B799A2'"""
+
+example_mode_aes_192_ofb_datatype_Float64_key_24_iv_None = r"""'07B7199D3D3C51A1'"""
+
+example_mode_aes_192_ofb_datatype_Decimal32_key_24_iv_None = r"""'27F9199D'"""
+
+example_mode_aes_192_ofb_datatype_Decimal64_key_24_iv_None = r"""'27F9199D3D3CA19E'"""
+
+example_mode_aes_192_ofb_datatype_Decimal128_key_24_iv_None = r"""'27F9199D3D3CA19E2CCE5990D7551E73'"""
+
+example_mode_aes_192_ofb_datatype_UUID_key_24_iv_None = r"""'E0A6AAC139F851FF8C158AFAD7F365E3'"""
+
+example_mode_aes_192_ofb_datatype_Date_key_24_iv_None = r"""'51F0'"""
+
+example_mode_aes_192_ofb_datatype_DateTime_key_24_iv_None = r"""'496715C3'"""
+
+example_mode_aes_192_ofb_datatype_DateTime64_key_24_iv_None = r"""'2C0614FF523DA19E'"""
+
+example_mode_aes_192_ofb_datatype_LowCardinality_key_24_iv_None = r"""'36'"""
+
+example_mode_aes_192_ofb_datatype_Array_key_24_iv_None = r"""'06B5'"""
+
+example_mode_aes_192_ofb_datatype_NULL_key_24_iv_None = r"""'\\N'"""
+
+example_mode_aes_192_ofb_datatype_IPv4_key_24_iv_None = r"""'2A35F836'"""
+
+example_mode_aes_192_ofb_datatype_IPv6_key_24_iv_None = r"""'27B614253D3C243D2CCE59907B4A9E72'"""
+
+example_mode_aes_192_ofb_datatype_Enum8_key_24_iv_None = r"""'06'"""
+
+example_mode_aes_192_ofb_datatype_Enum16_key_24_iv_None = r"""'06B7'"""
+
+example_mode_aes_256_ofb_datatype_bytes_key_32_iv_None = r"""'B0'"""
+
+example_mode_aes_256_ofb_datatype_emptystring_key_32_iv_None = r"""''"""
+
+example_mode_aes_256_ofb_datatype_utf8string_key_32_iv_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06B24181EFC9F2663B'"""
+
+example_mode_aes_256_ofb_datatype_utf8fixedstring_key_32_iv_None = r"""'F74D6C5B438F9CA8BEFAA27A02BEAB06B24181EFC9F2663B'"""
+
+example_mode_aes_256_ofb_datatype_String_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_ofb_datatype_FixedString_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_ofb_datatype_UInt8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_ofb_datatype_UInt16_key_32_iv_None = r"""'B18E'"""
+
+example_mode_aes_256_ofb_datatype_UInt32_key_32_iv_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_ofb_datatype_UInt64_key_32_iv_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_ofb_datatype_Int8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_ofb_datatype_Int16_key_32_iv_None = r"""'B18E'"""
+
+example_mode_aes_256_ofb_datatype_Int32_key_32_iv_None = r"""'B18ECF9E'"""
+
+example_mode_aes_256_ofb_datatype_Int64_key_32_iv_None = r"""'B18ECF9EC7EB5F0D'"""
+
+example_mode_aes_256_ofb_datatype_Float32_key_32_iv_None = r"""'B08E4FA1'"""
+
+example_mode_aes_256_ofb_datatype_Float64_key_32_iv_None = r"""'B08ECF9EC7EBAF32'"""
+
+example_mode_aes_256_ofb_datatype_Decimal32_key_32_iv_None = r"""'90C0CF9E'"""
+
+example_mode_aes_256_ofb_datatype_Decimal64_key_32_iv_None = r"""'90C0CF9EC7EB5F0D'"""
+
+example_mode_aes_256_ofb_datatype_Decimal128_key_32_iv_None = r"""'90C0CF9EC7EB5F0D7B78C42556D668AC'"""
+
+example_mode_aes_256_ofb_datatype_UUID_key_32_iv_None = r"""'579F7CC2C32FAF6CDBA3174F5670133C'"""
+
+example_mode_aes_256_ofb_datatype_Date_key_32_iv_None = r"""'E6C9'"""
+
+example_mode_aes_256_ofb_datatype_DateTime_key_32_iv_None = r"""'FE5EC3C0'"""
+
+example_mode_aes_256_ofb_datatype_DateTime64_key_32_iv_None = r"""'9B3FC2FCA8EA5F0D'"""
+
+example_mode_aes_256_ofb_datatype_LowCardinality_key_32_iv_None = r"""'81'"""
+
+example_mode_aes_256_ofb_datatype_Array_key_32_iv_None = r"""'B18C'"""
+
+example_mode_aes_256_ofb_datatype_NULL_key_32_iv_None = r"""'\\N'"""
+
+example_mode_aes_256_ofb_datatype_IPv4_key_32_iv_None = r"""'9D0C2E35'"""
+
+example_mode_aes_256_ofb_datatype_IPv6_key_32_iv_None = r"""'908FC226C7EBDAAE7B78C425FAC9E8AD'"""
+
+example_mode_aes_256_ofb_datatype_Enum8_key_32_iv_None = r"""'B1'"""
+
+example_mode_aes_256_ofb_datatype_Enum16_key_32_iv_None = r"""'B18E'"""
+
+example_mode_aes_128_ofb_datatype_bytes_key_16_iv_16 = r"""'32'"""
+
+example_mode_aes_128_ofb_datatype_emptystring_key_16_iv_16 = r"""''"""
+
+example_mode_aes_128_ofb_datatype_utf8string_key_16_iv_16 = r"""'754B0A4159623CFD2CBB06EE8AADCCB46A1C2A356E7D91D8'"""
+
+example_mode_aes_128_ofb_datatype_utf8fixedstring_key_16_iv_16 = r"""'754B0A4159623CFD2CBB06EE8AADCCB46A1C2A356E7D91D8'"""
+
+example_mode_aes_128_ofb_datatype_String_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_ofb_datatype_FixedString_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_ofb_datatype_UInt8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_ofb_datatype_UInt16_key_16_iv_16 = r"""'3388'"""
+
+example_mode_aes_128_ofb_datatype_UInt32_key_16_iv_16 = r"""'3388A984'"""
+
+example_mode_aes_128_ofb_datatype_UInt64_key_16_iv_16 = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_ofb_datatype_Int8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_ofb_datatype_Int16_key_16_iv_16 = r"""'3388'"""
+
+example_mode_aes_128_ofb_datatype_Int32_key_16_iv_16 = r"""'3388A984'"""
+
+example_mode_aes_128_ofb_datatype_Int64_key_16_iv_16 = r"""'3388A984DD06FF58'"""
+
+example_mode_aes_128_ofb_datatype_Float32_key_16_iv_16 = r"""'328829BB'"""
+
+example_mode_aes_128_ofb_datatype_Float64_key_16_iv_16 = r"""'3288A984DD060F67'"""
+
+example_mode_aes_128_ofb_datatype_Decimal32_key_16_iv_16 = r"""'12C6A984'"""
+
+example_mode_aes_128_ofb_datatype_Decimal64_key_16_iv_16 = r"""'12C6A984DD06FF58'"""
+
+example_mode_aes_128_ofb_datatype_Decimal128_key_16_iv_16 = r"""'12C6A984DD06FF58E93960B1DEC50F1E'"""
+
+example_mode_aes_128_ofb_datatype_UUID_key_16_iv_16 = r"""'D5991AD8D9C20F3949E2B3DBDE63748E'"""
+
+example_mode_aes_128_ofb_datatype_Date_key_16_iv_16 = r"""'64CF'"""
+
+example_mode_aes_128_ofb_datatype_DateTime_key_16_iv_16 = r"""'7C58A5DA'"""
+
+example_mode_aes_128_ofb_datatype_DateTime64_key_16_iv_16 = r"""'1939A4E6B207FF58'"""
+
+example_mode_aes_128_ofb_datatype_LowCardinality_key_16_iv_16 = r"""'03'"""
+
+example_mode_aes_128_ofb_datatype_Array_key_16_iv_16 = r"""'338A'"""
+
+example_mode_aes_128_ofb_datatype_NULL_key_16_iv_16 = r"""'\\N'"""
+
+example_mode_aes_128_ofb_datatype_IPv4_key_16_iv_16 = r"""'1F0A482F'"""
+
+example_mode_aes_128_ofb_datatype_IPv6_key_16_iv_16 = r"""'1289A43CDD067AFBE93960B172DA8F1F'"""
+
+example_mode_aes_128_ofb_datatype_Enum8_key_16_iv_16 = r"""'33'"""
+
+example_mode_aes_128_ofb_datatype_Enum16_key_16_iv_16 = r"""'3388'"""
+
+example_mode_aes_128_ofb_datatype_bytes_key_24_iv_24 = r"""'5B'"""
+
+example_mode_aes_128_ofb_datatype_emptystring_key_24_iv_24 = r"""''"""
+
+example_mode_aes_128_ofb_datatype_utf8string_key_24_iv_24 = r"""'1CB4A1306DD44E12FB99CA2398A56D5CE691EFBA49066039'"""
+
+example_mode_aes_128_ofb_datatype_utf8fixedstring_key_24_iv_24 = r"""'1CB4A1306DD44E12FB99CA2398A56D5CE691EFBA49066039'"""
+
+example_mode_aes_128_ofb_datatype_String_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_ofb_datatype_FixedString_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_ofb_datatype_UInt8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_ofb_datatype_UInt16_key_24_iv_24 = r"""'5A77'"""
+
+example_mode_aes_128_ofb_datatype_UInt32_key_24_iv_24 = r"""'5A7702F5'"""
+
+example_mode_aes_128_ofb_datatype_UInt64_key_24_iv_24 = r"""'5A7702F5E9B08DB7'"""
+
+example_mode_aes_128_ofb_datatype_Int8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_ofb_datatype_Int16_key_24_iv_24 = r"""'5A77'"""
+
+example_mode_aes_128_ofb_datatype_Int32_key_24_iv_24 = r"""'5A7702F5'"""
+
+example_mode_aes_128_ofb_datatype_Int64_key_24_iv_24 = r"""'5A7702F5E9B08DB7'"""
+
+example_mode_aes_128_ofb_datatype_Float32_key_24_iv_24 = r"""'5B7782CA'"""
+
+example_mode_aes_128_ofb_datatype_Float64_key_24_iv_24 = r"""'5B7702F5E9B07D88'"""
+
+example_mode_aes_128_ofb_datatype_Decimal32_key_24_iv_24 = r"""'7B3902F5'"""
+
+example_mode_aes_128_ofb_datatype_Decimal64_key_24_iv_24 = r"""'7B3902F5E9B08DB7'"""
+
+example_mode_aes_128_ofb_datatype_Decimal128_key_24_iv_24 = r"""'7B3902F5E9B08DB73E1BAC7CCCCDAEF6'"""
+
+example_mode_aes_128_ofb_datatype_UUID_key_24_iv_24 = r"""'BC66B1A9ED747DD69EC07F16CC6BD566'"""
+
+example_mode_aes_128_ofb_datatype_Date_key_24_iv_24 = r"""'0D30'"""
+
+example_mode_aes_128_ofb_datatype_DateTime_key_24_iv_24 = r"""'15A70EAB'"""
+
+example_mode_aes_128_ofb_datatype_DateTime64_key_24_iv_24 = r"""'70C60F9786B18DB7'"""
+
+example_mode_aes_128_ofb_datatype_LowCardinality_key_24_iv_24 = r"""'6A'"""
+
+example_mode_aes_128_ofb_datatype_Array_key_24_iv_24 = r"""'5A75'"""
+
+example_mode_aes_128_ofb_datatype_NULL_key_24_iv_24 = r"""'\\N'"""
+
+example_mode_aes_128_ofb_datatype_IPv4_key_24_iv_24 = r"""'76F5E35E'"""
+
+example_mode_aes_128_ofb_datatype_IPv6_key_24_iv_24 = r"""'7B760F4DE9B008143E1BAC7C60D22EF7'"""
+
+example_mode_aes_128_ofb_datatype_Enum8_key_24_iv_24 = r"""'5A'"""
+
+example_mode_aes_128_ofb_datatype_Enum16_key_24_iv_24 = r"""'5A77'"""
+
+example_mode_aes_192_ofb_datatype_bytes_key_24_iv_16 = r"""'68'"""
+
+example_mode_aes_192_ofb_datatype_emptystring_key_24_iv_16 = r"""''"""
+
+example_mode_aes_192_ofb_datatype_utf8string_key_24_iv_16 = r"""'2F0444573374B41441C46351EBB0A21F81C68E6CF92A6AF3'"""
+
+example_mode_aes_192_ofb_datatype_utf8fixedstring_key_24_iv_16 = r"""'2F0444573374B41441C46351EBB0A21F81C68E6CF92A6AF3'"""
+
+example_mode_aes_192_ofb_datatype_String_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_ofb_datatype_FixedString_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_ofb_datatype_UInt8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_ofb_datatype_UInt16_key_24_iv_16 = r"""'69C7'"""
+
+example_mode_aes_192_ofb_datatype_UInt32_key_24_iv_16 = r"""'69C7E792'"""
+
+example_mode_aes_192_ofb_datatype_UInt64_key_24_iv_16 = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_ofb_datatype_Int8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_ofb_datatype_Int16_key_24_iv_16 = r"""'69C7'"""
+
+example_mode_aes_192_ofb_datatype_Int32_key_24_iv_16 = r"""'69C7E792'"""
+
+example_mode_aes_192_ofb_datatype_Int64_key_24_iv_16 = r"""'69C7E792B71077B1'"""
+
+example_mode_aes_192_ofb_datatype_Float32_key_24_iv_16 = r"""'68C767AD'"""
+
+example_mode_aes_192_ofb_datatype_Float64_key_24_iv_16 = r"""'68C7E792B710878E'"""
+
+example_mode_aes_192_ofb_datatype_Decimal32_key_24_iv_16 = r"""'4889E792'"""
+
+example_mode_aes_192_ofb_datatype_Decimal64_key_24_iv_16 = r"""'4889E792B71077B1'"""
+
+example_mode_aes_192_ofb_datatype_Decimal128_key_24_iv_16 = r"""'4889E792B71077B18446050EBFD861B5'"""
+
+example_mode_aes_192_ofb_datatype_UUID_key_24_iv_16 = r"""'8FD654CEB3D487D0249DD664BF7E1A25'"""
+
+example_mode_aes_192_ofb_datatype_Date_key_24_iv_16 = r"""'3E80'"""
+
+example_mode_aes_192_ofb_datatype_DateTime_key_24_iv_16 = r"""'2617EBCC'"""
+
+example_mode_aes_192_ofb_datatype_DateTime64_key_24_iv_16 = r"""'4376EAF0D81177B1'"""
+
+example_mode_aes_192_ofb_datatype_LowCardinality_key_24_iv_16 = r"""'59'"""
+
+example_mode_aes_192_ofb_datatype_Array_key_24_iv_16 = r"""'69C5'"""
+
+example_mode_aes_192_ofb_datatype_NULL_key_24_iv_16 = r"""'\\N'"""
+
+example_mode_aes_192_ofb_datatype_IPv4_key_24_iv_16 = r"""'45450639'"""
+
+example_mode_aes_192_ofb_datatype_IPv6_key_24_iv_16 = r"""'48C6EA2AB710F2128446050E13C7E1B4'"""
+
+example_mode_aes_192_ofb_datatype_Enum8_key_24_iv_16 = r"""'69'"""
+
+example_mode_aes_192_ofb_datatype_Enum16_key_24_iv_16 = r"""'69C7'"""
+
+example_mode_aes_192_ofb_datatype_bytes_key_32_iv_32 = r"""'31'"""
+
+example_mode_aes_192_ofb_datatype_emptystring_key_32_iv_32 = r"""''"""
+
+example_mode_aes_192_ofb_datatype_utf8string_key_32_iv_32 = r"""'76632DB12BCFF36187A90B6990CFA6D86DA0963C4A14697B'"""
+
+example_mode_aes_192_ofb_datatype_utf8fixedstring_key_32_iv_32 = r"""'76632DB12BCFF36187A90B6990CFA6D86DA0963C4A14697B'"""
+
+example_mode_aes_192_ofb_datatype_String_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_ofb_datatype_FixedString_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_ofb_datatype_UInt8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_ofb_datatype_UInt16_key_32_iv_32 = r"""'30A0'"""
+
+example_mode_aes_192_ofb_datatype_UInt32_key_32_iv_32 = r"""'30A08E74'"""
+
+example_mode_aes_192_ofb_datatype_UInt64_key_32_iv_32 = r"""'30A08E74AFAB30C4'"""
+
+example_mode_aes_192_ofb_datatype_Int8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_ofb_datatype_Int16_key_32_iv_32 = r"""'30A0'"""
+
+example_mode_aes_192_ofb_datatype_Int32_key_32_iv_32 = r"""'30A08E74'"""
+
+example_mode_aes_192_ofb_datatype_Int64_key_32_iv_32 = r"""'30A08E74AFAB30C4'"""
+
+example_mode_aes_192_ofb_datatype_Float32_key_32_iv_32 = r"""'31A00E4B'"""
+
+example_mode_aes_192_ofb_datatype_Float64_key_32_iv_32 = r"""'31A08E74AFABC0FB'"""
+
+example_mode_aes_192_ofb_datatype_Decimal32_key_32_iv_32 = r"""'11EE8E74'"""
+
+example_mode_aes_192_ofb_datatype_Decimal64_key_32_iv_32 = r"""'11EE8E74AFAB30C4'"""
+
+example_mode_aes_192_ofb_datatype_Decimal128_key_32_iv_32 = r"""'11EE8E74AFAB30C4422B6D36C4A76572'"""
+
+example_mode_aes_192_ofb_datatype_UUID_key_32_iv_32 = r"""'D6B13D28AB6FC0A5E2F0BE5CC4011EE2'"""
+
+example_mode_aes_192_ofb_datatype_Date_key_32_iv_32 = r"""'67E7'"""
+
+example_mode_aes_192_ofb_datatype_DateTime_key_32_iv_32 = r"""'7F70822A'"""
+
+example_mode_aes_192_ofb_datatype_DateTime64_key_32_iv_32 = r"""'1A118316C0AA30C4'"""
+
+example_mode_aes_192_ofb_datatype_LowCardinality_key_32_iv_32 = r"""'00'"""
+
+example_mode_aes_192_ofb_datatype_Array_key_32_iv_32 = r"""'30A2'"""
+
+example_mode_aes_192_ofb_datatype_NULL_key_32_iv_32 = r"""'\\N'"""
+
+example_mode_aes_192_ofb_datatype_IPv4_key_32_iv_32 = r"""'1C226FDF'"""
+
+example_mode_aes_192_ofb_datatype_IPv6_key_32_iv_32 = r"""'11A183CCAFABB567422B6D3668B8E573'"""
+
+example_mode_aes_192_ofb_datatype_Enum8_key_32_iv_32 = r"""'30'"""
+
+example_mode_aes_192_ofb_datatype_Enum16_key_32_iv_32 = r"""'30A0'"""
+
+example_mode_aes_256_ofb_datatype_bytes_key_32_iv_16 = r"""'69'"""
+
+example_mode_aes_256_ofb_datatype_emptystring_key_32_iv_16 = r"""''"""
+
+example_mode_aes_256_ofb_datatype_utf8string_key_32_iv_16 = r"""'2E9B2BD2B8BA872DB56225F82754048CE38E2C23393CF6FD'"""
+
+example_mode_aes_256_ofb_datatype_utf8fixedstring_key_32_iv_16 = r"""'2E9B2BD2B8BA872DB56225F82754048CE38E2C23393CF6FD'"""
+
+example_mode_aes_256_ofb_datatype_String_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_ofb_datatype_FixedString_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_ofb_datatype_UInt8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_ofb_datatype_UInt16_key_32_iv_16 = r"""'6858'"""
+
+example_mode_aes_256_ofb_datatype_UInt32_key_32_iv_16 = r"""'68588817'"""
+
+example_mode_aes_256_ofb_datatype_UInt64_key_32_iv_16 = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_ofb_datatype_Int8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_ofb_datatype_Int16_key_32_iv_16 = r"""'6858'"""
+
+example_mode_aes_256_ofb_datatype_Int32_key_32_iv_16 = r"""'68588817'"""
+
+example_mode_aes_256_ofb_datatype_Int64_key_32_iv_16 = r"""'685888173CDE4488'"""
+
+example_mode_aes_256_ofb_datatype_Float32_key_32_iv_16 = r"""'69580828'"""
+
+example_mode_aes_256_ofb_datatype_Float64_key_32_iv_16 = r"""'695888173CDEB4B7'"""
+
+example_mode_aes_256_ofb_datatype_Decimal32_key_32_iv_16 = r"""'49168817'"""
+
+example_mode_aes_256_ofb_datatype_Decimal64_key_32_iv_16 = r"""'491688173CDE4488'"""
+
+example_mode_aes_256_ofb_datatype_Decimal128_key_32_iv_16 = r"""'491688173CDE448870E043A7733CC726'"""
+
+example_mode_aes_256_ofb_datatype_UUID_key_32_iv_16 = r"""'8E493B4B381AB4E9D03B90CD739ABCB6'"""
+
+example_mode_aes_256_ofb_datatype_Date_key_32_iv_16 = r"""'3F1F'"""
+
+example_mode_aes_256_ofb_datatype_DateTime_key_32_iv_16 = r"""'27888449'"""
+
+example_mode_aes_256_ofb_datatype_DateTime64_key_32_iv_16 = r"""'42E9857553DF4488'"""
+
+example_mode_aes_256_ofb_datatype_LowCardinality_key_32_iv_16 = r"""'58'"""
+
+example_mode_aes_256_ofb_datatype_Array_key_32_iv_16 = r"""'685A'"""
+
+example_mode_aes_256_ofb_datatype_NULL_key_32_iv_16 = r"""'\\N'"""
+
+example_mode_aes_256_ofb_datatype_IPv4_key_32_iv_16 = r"""'44DA69BC'"""
+
+example_mode_aes_256_ofb_datatype_IPv6_key_32_iv_16 = r"""'495985AF3CDEC12B70E043A7DF234727'"""
+
+example_mode_aes_256_ofb_datatype_Enum8_key_32_iv_16 = r"""'68'"""
+
+example_mode_aes_256_ofb_datatype_Enum16_key_32_iv_16 = r"""'6858'"""
+
+example_mode_aes_256_ofb_datatype_bytes_key_64_iv_64 = r"""'D3'"""
+
+example_mode_aes_256_ofb_datatype_emptystring_key_64_iv_64 = r"""''"""
+
+example_mode_aes_256_ofb_datatype_utf8string_key_64_iv_64 = r"""'942D6C993F1DE6D874AD5CCF2109CE7D063DC690F1843081'"""
+
+example_mode_aes_256_ofb_datatype_utf8fixedstring_key_64_iv_64 = r"""'942D6C993F1DE6D874AD5CCF2109CE7D063DC690F1843081'"""
+
+example_mode_aes_256_ofb_datatype_String_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_ofb_datatype_FixedString_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_ofb_datatype_UInt8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_ofb_datatype_UInt16_key_64_iv_64 = r"""'D2EE'"""
+
+example_mode_aes_256_ofb_datatype_UInt32_key_64_iv_64 = r"""'D2EECF5C'"""
+
+example_mode_aes_256_ofb_datatype_UInt64_key_64_iv_64 = r"""'D2EECF5CBB79257D'"""
+
+example_mode_aes_256_ofb_datatype_Int8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_ofb_datatype_Int16_key_64_iv_64 = r"""'D2EE'"""
+
+example_mode_aes_256_ofb_datatype_Int32_key_64_iv_64 = r"""'D2EECF5C'"""
+
+example_mode_aes_256_ofb_datatype_Int64_key_64_iv_64 = r"""'D2EECF5CBB79257D'"""
+
+example_mode_aes_256_ofb_datatype_Float32_key_64_iv_64 = r"""'D3EE4F63'"""
+
+example_mode_aes_256_ofb_datatype_Float64_key_64_iv_64 = r"""'D3EECF5CBB79D542'"""
+
+example_mode_aes_256_ofb_datatype_Decimal32_key_64_iv_64 = r"""'F3A0CF5C'"""
+
+example_mode_aes_256_ofb_datatype_Decimal64_key_64_iv_64 = r"""'F3A0CF5CBB79257D'"""
+
+example_mode_aes_256_ofb_datatype_Decimal128_key_64_iv_64 = r"""'F3A0CF5CBB79257DB12F3A9075610DD7'"""
+
+example_mode_aes_256_ofb_datatype_UUID_key_64_iv_64 = r"""'34FF7C00BFBDD51C11F4E9FA75C77647'"""
+
+example_mode_aes_256_ofb_datatype_Date_key_64_iv_64 = r"""'85A9'"""
+
+example_mode_aes_256_ofb_datatype_DateTime_key_64_iv_64 = r"""'9D3EC302'"""
+
+example_mode_aes_256_ofb_datatype_DateTime64_key_64_iv_64 = r"""'F85FC23ED478257D'"""
+
+example_mode_aes_256_ofb_datatype_LowCardinality_key_64_iv_64 = r"""'E2'"""
+
+example_mode_aes_256_ofb_datatype_Array_key_64_iv_64 = r"""'D2EC'"""
+
+example_mode_aes_256_ofb_datatype_NULL_key_64_iv_64 = r"""'\\N'"""
+
+example_mode_aes_256_ofb_datatype_IPv4_key_64_iv_64 = r"""'FE6C2EF7'"""
+
+example_mode_aes_256_ofb_datatype_IPv6_key_64_iv_64 = r"""'F3EFC2E4BB79A0DEB12F3A90D97E8DD6'"""
+
+example_mode_aes_256_ofb_datatype_Enum8_key_64_iv_64 = r"""'D2'"""
+
+example_mode_aes_256_ofb_datatype_Enum16_key_64_iv_64 = r"""'D2EE'"""
+
diff --git a/tests/testflows/example/regression.py b/tests/testflows/example/regression.py
index 2c0a778d39b..cb58b42ba4c 100755
--- a/tests/testflows/example/regression.py
+++ b/tests/testflows/example/regression.py
@@ -2,7 +2,7 @@
 import sys
 from testflows.core import *
 
-append_path(sys.path, "..") 
+append_path(sys.path, "..")
 
 from helpers.cluster import Cluster
 from helpers.argparser import argparser
@@ -10,13 +10,13 @@ from helpers.argparser import argparser
 @TestFeature
 @Name("example")
 @ArgumentParser(argparser)
-def regression(self, local, clickhouse_binary_path):
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
     """Simple example of how you can use TestFlows to test ClickHouse.
     """
     nodes = {
         "clickhouse": ("clickhouse1",),
     }
- 
+
     with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
         self.context.cluster = cluster
 
diff --git a/tests/testflows/helpers/argparser.py b/tests/testflows/helpers/argparser.py
index 033c15a3bfe..03014becb76 100644
--- a/tests/testflows/helpers/argparser.py
+++ b/tests/testflows/helpers/argparser.py
@@ -1,5 +1,12 @@
 import os
 
+def onoff(v):
+    if v in ["yes", "1", "on"]:
+        return True
+    elif v in ["no", "0", "off"]:
+        return False
+    raise ValueError(f"invalid {v}")
+
 def argparser(parser):
     """Default argument parser for regressions.
     """
@@ -10,4 +17,10 @@ def argparser(parser):
     parser.add_argument("--clickhouse-binary-path",
         type=str, dest="clickhouse_binary_path",
         help="path to ClickHouse binary, default: /usr/bin/clickhouse", metavar="path",
-        default=os.getenv("CLICKHOUSE_TESTS_SERVER_BIN_PATH", "/usr/bin/clickhouse"))
\ No newline at end of file
+        default=os.getenv("CLICKHOUSE_TESTS_SERVER_BIN_PATH", "/usr/bin/clickhouse"))
+
+    parser.add_argument("--stress", action="store_true", default=False,
+        help="enable stress testing (might take a long time)")
+
+    parser.add_argument("--parallel", type=onoff, default=True, choices=["yes", "no", "on", "off", 0, 1],
+        help="enable parallelism for tests that support it")
\ No newline at end of file
diff --git a/tests/testflows/helpers/cluster.py b/tests/testflows/helpers/cluster.py
old mode 100644
new mode 100755
index 8fda8ac43d8..d173547a916
--- a/tests/testflows/helpers/cluster.py
+++ b/tests/testflows/helpers/cluster.py
@@ -7,6 +7,7 @@ import tempfile
 from testflows.core import *
 from testflows.asserts import error
 from testflows.connect import Shell
+from testflows.uexpect import ExpectTimeoutError
 
 class QueryRuntimeException(Exception):
     """Exception during query execution on the server.
@@ -25,7 +26,7 @@ class Node(object):
     def repr(self):
         return f"Node(name='{self.name}')"
 
-    def restart(self, timeout=120, safe=True):
+    def restart(self, timeout=300, safe=True):
         """Restart node.
         """
         with self.cluster.lock:
@@ -42,18 +43,46 @@ class Node(object):
 class ClickHouseNode(Node):
     """Node with ClickHouse server.
     """
-    def wait_healthy(self, timeout=120):
+    def wait_healthy(self, timeout=300):
         with By(f"waiting until container {self.name} is healthy"):
             start_time = time.time()
             while True:
-                if self.query("select 1", no_checks=1, timeout=120, steps=False).exitcode == 0:
+                if self.query("select 1", no_checks=1, timeout=300, steps=False).exitcode == 0:
                     break
                 if time.time() - start_time < timeout:
                     time.sleep(2)
                     continue
                 assert False, "container is not healthy"
 
-    def restart(self, timeout=120, safe=True):
+    def stop(self, timeout=300, safe=True):
+        """Stop node.
+        """
+        if safe:
+            self.query("SYSTEM STOP MOVES")
+            self.query("SYSTEM STOP MERGES")
+            self.query("SYSTEM FLUSH LOGS")
+            with By("waiting for 5 sec for moves and merges to stop"):
+                time.sleep(5)
+            with And("forcing to sync everything to disk"):
+                self.command("sync", timeout=30)
+
+        with self.cluster.lock:
+            for key in list(self.cluster._bash.keys()):
+                if key.endswith(f"-{self.name}"):
+                    shell = self.cluster._bash.pop(key)
+                    shell.__exit__(None, None, None)
+
+        self.cluster.command(None, f'{self.cluster.docker_compose} stop {self.name}', timeout=timeout)
+
+    def start(self, timeout=300, wait_healthy=True):
+        """Start node.
+        """
+        self.cluster.command(None, f'{self.cluster.docker_compose} start {self.name}', timeout=timeout)
+
+        if wait_healthy:
+            self.wait_healthy(timeout)
+
+    def restart(self, timeout=300, safe=True, wait_healthy=True):
         """Restart node.
         """
         if safe:
@@ -73,37 +102,49 @@ class ClickHouseNode(Node):
 
         self.cluster.command(None, f'{self.cluster.docker_compose} restart {self.name}', timeout=timeout)
 
-        self.wait_healthy(timeout)
+        if wait_healthy:
+            self.wait_healthy(timeout)
 
     def query(self, sql, message=None, exitcode=None, steps=True, no_checks=False,
               raise_on_exception=False, step=By, settings=None, *args, **kwargs):
         """Execute and check query.
-
         :param sql: sql query
         :param message: expected message that should be in the output, default: None
         :param exitcode: expected exitcode, default: None
         """
+        settings = list(settings or [])
+
+        if hasattr(current().context, "default_query_settings"):
+            settings += current().context.default_query_settings
+
         if len(sql) > 1024:
             with tempfile.NamedTemporaryFile("w", encoding="utf-8") as query:
                 query.write(sql)
                 query.flush()
                 command = f"cat \"{query.name}\" | {self.cluster.docker_compose} exec -T {self.name} clickhouse client -n"
-                for setting in settings or []:
+                for setting in settings:
                     name, value = setting
                     command += f" --{name} \"{value}\""
                 description = f"""
                     echo -e \"{sql[:100]}...\" > {query.name}
                     {command}
                 """
-                with step("executing command", description=description) if steps else NullStep():
-                    r = self.cluster.bash(None)(command, *args, **kwargs)
+                with step("executing command", description=description, format_description=False) if steps else NullStep():
+                    try:
+                        r = self.cluster.bash(None)(command, *args, **kwargs)
+                    except ExpectTimeoutError:
+                        self.cluster.close_bash(None)
         else:
             command = f"echo -e \"{sql}\" | clickhouse client -n"
-            for setting in settings or []:
+            for setting in settings:
                 name, value = setting
                 command += f" --{name} \"{value}\""
-            with step("executing command", description=command) if steps else NullStep():
-                r = self.cluster.bash(self.name)(command, *args, **kwargs)
+            with step("executing command", description=command, format_description=False) if steps else NullStep():
+                try:
+                    r = self.cluster.bash(self.name)(command, *args, **kwargs)
+                except ExpectTimeoutError:
+                    self.cluster.close_bash(self.name)
+                    raise
 
         if no_checks:
             return r
@@ -134,6 +175,7 @@ class Cluster(object):
             docker_compose="docker-compose", docker_compose_project_dir=None,
             docker_compose_file="docker-compose.yml"):
 
+        self.terminating = False
         self._bash = {}
         self.clickhouse_binary_path = clickhouse_binary_path
         self.configs_dir = configs_dir
@@ -167,7 +209,7 @@ class Cluster(object):
         self.docker_compose += f" --no-ansi --project-directory \"{docker_compose_project_dir}\" --file \"{docker_compose_file_path}\""
         self.lock = threading.Lock()
 
-    def shell(self, node, timeout=120):
+    def shell(self, node, timeout=300):
         """Returns unique shell terminal to be used.
         """
         if node is None:
@@ -180,14 +222,22 @@ class Cluster(object):
         shell.timeout = timeout
         return shell
 
-    def bash(self, node, timeout=120):
+    def bash(self, node, timeout=300):
         """Returns thread-local bash terminal
         to a specific node.
-
         :param node: name of the service
         """
+        test = current()
+
+        if self.terminating:
+            if test and (test.cflags & MANDATORY):
+                pass
+            else:
+                raise InterruptedError("terminating")
+
         current_thread = threading.current_thread()
-        id = f"{current_thread.ident}-{node}"
+        id = f"{current_thread.name}-{node}"
+
         with self.lock:
             if self._bash.get(id) is None:
                 if node is None:
@@ -196,9 +246,30 @@ class Cluster(object):
                     self._bash[id] = Shell(command=[
                         "/bin/bash", "--noediting", "-c", f"{self.docker_compose} exec {node} bash --noediting"
                     ], name=node).__enter__()
+
                 self._bash[id].timeout = timeout
+
+                # clean up any stale open shells for threads that have exited
+                active_thread_names = {thread.name for thread in threading.enumerate()}
+
+                for bash_id in list(self._bash.keys()):
+                    thread_name, node_name = bash_id.rsplit("-", 1)
+                    if thread_name not in active_thread_names:
+                        self._bash[bash_id].__exit__(None, None, None)
+                        del self._bash[bash_id]
+
             return self._bash[id]
 
+    def close_bash(self, node):
+        current_thread = threading.current_thread()
+        id = f"{current_thread.name}-{node}"
+
+        with self.lock:
+            if self._bash.get(id) is None:
+                return
+            self._bash[id].__exit__(None, None, None)
+            del self._bash[id]
+
     def __enter__(self):
         with Given("docker-compose cluster"):
             self.up()
@@ -210,20 +281,21 @@ class Cluster(object):
                 self.down()
         finally:
             with self.lock:
-                for shell in list(self._bash.values()):
+                for shell in self._bash.values():
                     shell.__exit__(type, value, traceback)
 
     def node(self, name):
         """Get object with node bound methods.
-
         :param name: name of service name
         """
         if name.startswith("clickhouse"):
             return ClickHouseNode(self, name)
         return Node(self, name)
 
-    def down(self, timeout=120):
+    def down(self, timeout=300):
         """Bring cluster down by executing docker-compose down."""
+        self.terminating = True
+
         try:
             bash = self.bash(None)
             with self.lock:
@@ -235,7 +307,7 @@ class Cluster(object):
                     else:
                         self._bash[id] = shell
         finally:
-            return self.command(None, f"{self.docker_compose} down", timeout=timeout)
+            return self.command(None, f"{self.docker_compose} down --timeout 60", bash=bash, timeout=timeout)
 
     def up(self, timeout=30*60):
         if self.local:
@@ -264,7 +336,7 @@ class Cluster(object):
                         if cmd.exitcode != 0:
                             continue
                     with And("executing docker-compose down just in case it is up"):
-                        cmd = self.command(None, f"{self.docker_compose} down 2>&1 | tee", exitcode=None, timeout=timeout)
+                        cmd = self.command(None, f"{self.docker_compose} down --remove-orphans 2>&1 | tee", exitcode=None, timeout=timeout)
                         if cmd.exitcode != 0:
                             continue
                     with And("executing docker-compose up"):
@@ -285,22 +357,26 @@ class Cluster(object):
             for name in self.nodes["clickhouse"]:
                 self.node(name).wait_healthy()
 
-    def command(self, node, command, message=None, exitcode=None, steps=True, *args, **kwargs):
+    def command(self, node, command, message=None, exitcode=None, steps=True, bash=None, *args, **kwargs):
         """Execute and check command.
-
         :param node: name of the service
         :param command: command
         :param message: expected message that should be in the output, default: None
         :param exitcode: expected exitcode, default: None
         :param steps: don't break command into steps, default: True
         """
-        debug(f"command() {node}, {command}")
-        with By("executing command", description=command) if steps else NullStep():
-            r = self.bash(node)(command, *args, **kwargs)
+        with By("executing command", description=command, format_description=False) if steps else NullStep():
+            if bash is None:
+                bash = self.bash(node)
+            try:
+                r = bash(command, *args, **kwargs)
+            except ExpectTimeoutError:
+                self.close_bash(node)
+                raise
         if exitcode is not None:
-            with Then(f"exitcode should be {exitcode}") if steps else NullStep():
+            with Then(f"exitcode should be {exitcode}", format_name=False) if steps else NullStep():
                 assert r.exitcode == exitcode, error(r.output)
         if message is not None:
-            with Then(f"output should contain message", description=message) if steps else NullStep():
+            with Then(f"output should contain message", description=message, format_description=False) if steps else NullStep():
                 assert message in r.output, error(r.output)
         return r
diff --git a/tests/testflows/ldap/authentication/__init__.py b/tests/testflows/ldap/authentication/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/ldap/configs/CA/ca.crt b/tests/testflows/ldap/authentication/configs/CA/ca.crt
similarity index 100%
rename from tests/testflows/ldap/configs/CA/ca.crt
rename to tests/testflows/ldap/authentication/configs/CA/ca.crt
diff --git a/tests/testflows/ldap/configs/CA/ca.key b/tests/testflows/ldap/authentication/configs/CA/ca.key
similarity index 100%
rename from tests/testflows/ldap/configs/CA/ca.key
rename to tests/testflows/ldap/authentication/configs/CA/ca.key
diff --git a/tests/testflows/ldap/configs/CA/ca.srl b/tests/testflows/ldap/authentication/configs/CA/ca.srl
similarity index 100%
rename from tests/testflows/ldap/configs/CA/ca.srl
rename to tests/testflows/ldap/authentication/configs/CA/ca.srl
diff --git a/tests/testflows/ldap/configs/CA/dhparam.pem b/tests/testflows/ldap/authentication/configs/CA/dhparam.pem
similarity index 100%
rename from tests/testflows/ldap/configs/CA/dhparam.pem
rename to tests/testflows/ldap/authentication/configs/CA/dhparam.pem
diff --git a/tests/testflows/ldap/configs/CA/passphrase.txt b/tests/testflows/ldap/authentication/configs/CA/passphrase.txt
similarity index 100%
rename from tests/testflows/ldap/configs/CA/passphrase.txt
rename to tests/testflows/ldap/authentication/configs/CA/passphrase.txt
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/common.xml b/tests/testflows/ldap/authentication/configs/clickhouse/common.xml
new file mode 100644
index 00000000000..df952b28c82
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/common.xml
@@ -0,0 +1,6 @@
+<yandex>
+    <timezone>Europe/Moscow</timezone>
+    <listen_host replace="replace">0.0.0.0</listen_host>
+    <path>/var/lib/clickhouse/</path>
+    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.d/logs.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/logs.xml
new file mode 100644
index 00000000000..bdf1bbc11c1
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/logs.xml
@@ -0,0 +1,17 @@
+<yandex>
+    <shutdown_wait_unfinished>3</shutdown_wait_unfinished>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>500</flush_interval_milliseconds>
+    </part_log>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.d/ports.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/ports.xml
new file mode 100644
index 00000000000..fbc6cea74c0
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/ports.xml
@@ -0,0 +1,5 @@
+<?xml version="1.0"?>
+<yandex>
+    <https_port>8443</https_port>
+    <tcp_port_secure>9440</tcp_port_secure>
+</yandex>
\ No newline at end of file
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.d/remote.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/remote.xml
new file mode 100644
index 00000000000..51be2a6e8e3
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/remote.xml
@@ -0,0 +1,107 @@
+<?xml version="1.0"?>
+<yandex>
+    <remote_servers>
+        <replicated_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </replicated_cluster>
+        <!--
+        <replicated_cluster_readonly>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                    <user>readonly</user>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                    <user>readonly</user>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                    <user>readonly</user>
+                </replica>
+            </shard>
+        </replicated_cluster_readonly>
+        -->
+        <replicated_cluster_secure>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </replicated_cluster_secure>
+        <sharded_cluster>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </sharded_cluster>
+        <sharded_cluster_secure>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </sharded_cluster_secure>
+    </remote_servers>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.d/ssl.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/ssl.xml
new file mode 100644
index 00000000000..ca65ffd5e04
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/ssl.xml
@@ -0,0 +1,17 @@
+<yandex>
+    <openSSL>
+        <server>
+            <certificateFile>/etc/clickhouse-server/ssl/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/ssl/server.key</privateKeyFile>
+            <verificationMode>none</verificationMode>
+            <cacheSessions>true</cacheSessions>
+        </server>
+        <client>
+            <cacheSessions>true</cacheSessions>
+            <verificationMode>none</verificationMode>
+            <invalidCertificateHandler>
+                <name>AcceptCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.d/storage.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/storage.xml
new file mode 100644
index 00000000000..618fd6b6d24
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/storage.xml
@@ -0,0 +1,20 @@
+<yandex>
+
+<storage_configuration>
+    <disks>
+        <default>
+            <keep_free_space_bytes>1024</keep_free_space_bytes>
+        </default>
+    </disks>
+    <policies>
+        <default>
+            <volumes>
+                <default>
+                    <disk>default</disk>
+                </default>
+            </volumes>
+        </default>
+    </policies>
+</storage_configuration>
+
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.d/zookeeper.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/zookeeper.xml
new file mode 100644
index 00000000000..96270e7b645
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.d/zookeeper.xml
@@ -0,0 +1,10 @@
+<?xml version="1.0"?>
+<yandex>
+    <zookeeper>
+	    <node index="1">
+		    <host>zookeeper</host>
+		    <port>2181</port>
+	    </node>
+        <session_timeout_ms>15000</session_timeout_ms>
+    </zookeeper>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/config.xml b/tests/testflows/ldap/authentication/configs/clickhouse/config.xml
new file mode 100644
index 00000000000..e28a0c8e255
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/config.xml
@@ -0,0 +1,442 @@
+<?xml version="1.0"?>
+<!--
+  NOTE: User and query level settings are set up in "users.xml" file.
+-->
+<yandex>
+    <logger>
+        <!-- Possible levels: https://github.com/pocoproject/poco/blob/develop/Foundation/include/Poco/Logger.h#L105 -->
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/clickhouse-server.log</log>
+        <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <!-- <console>1</console> --> <!-- Default behavior is autodetection (log to console if not daemon mode and is tty) -->
+    </logger>
+    <!--display_name>production</display_name--> <!-- It is the name that will be shown in the client -->
+    <http_port>8123</http_port>
+    <tcp_port>9000</tcp_port>
+
+    <!-- For HTTPS and SSL over native protocol. -->
+    <!--
+    <https_port>8443</https_port>
+    <tcp_port_secure>9440</tcp_port_secure>
+    -->
+
+    <!-- Used with https_port and tcp_port_secure. Full ssl options list: https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h#L71 -->
+    <openSSL>
+        <server> <!-- Used for https server AND secure tcp port -->
+            <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
+            <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
+            <!-- openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096 -->
+            <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
+            <verificationMode>none</verificationMode>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+        </server>
+
+        <client> <!-- Used for connecting to https dictionary source -->
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+            <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
+            <invalidCertificateHandler>
+                <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
+                <name>RejectCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+
+    <!-- Default root page on http[s] server. For example load UI from https://tabix.io/ when opening http://localhost:8123 -->
+    <!--
+    <http_server_default_response><![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]></http_server_default_response>
+    -->
+
+    <!-- Port for communication between replicas. Used for data exchange. -->
+    <interserver_http_port>9009</interserver_http_port>
+
+    <!-- Hostname that is used by other replicas to request this server.
+         If not specified, than it is determined analoguous to 'hostname -f' command.
+         This setting could be used to switch replication to another network interface.
+      -->
+    <!--
+    <interserver_http_host>example.yandex.ru</interserver_http_host>
+    -->
+
+    <!-- Listen specified host. use :: (wildcard IPv6 address), if you want to accept connections both with IPv4 and IPv6 from everywhere. -->
+    <!-- <listen_host>::</listen_host> -->
+    <!-- Same for hosts with disabled ipv6: -->
+    <!-- <listen_host>0.0.0.0</listen_host> -->
+
+    <!-- Default values - try listen localhost on ipv4 and ipv6: -->
+    <!--
+    <listen_host>::1</listen_host>
+    <listen_host>127.0.0.1</listen_host>
+    -->
+    <!-- Don't exit if ipv6 or ipv4 unavailable, but listen_host with this protocol specified -->
+    <!-- <listen_try>0</listen_try> -->
+
+    <!-- Allow listen on same address:port -->
+    <!-- <listen_reuse_port>0</listen_reuse_port> -->
+
+    <!-- <listen_backlog>64</listen_backlog> -->
+
+    <max_connections>4096</max_connections>
+    <keep_alive_timeout>3</keep_alive_timeout>
+
+    <!-- Maximum number of concurrent queries. -->
+    <max_concurrent_queries>100</max_concurrent_queries>
+
+    <!-- Set limit on number of open files (default: maximum). This setting makes sense on Mac OS X because getrlimit() fails to retrieve
+         correct maximum value. -->
+    <!-- <max_open_files>262144</max_open_files> -->
+
+    <!-- Size of cache of uncompressed blocks of data, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         Cache is used when 'use_uncompressed_cache' user setting turned on (off by default).
+         Uncompressed cache is advantageous only for very short queries and in rare cases.
+      -->
+    <uncompressed_cache_size>8589934592</uncompressed_cache_size>
+
+    <!-- Approximate size of mark cache, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         You should not lower this value.
+      -->
+    <mark_cache_size>5368709120</mark_cache_size>
+
+
+    <!-- Path to data directory, with trailing slash. -->
+    <path>/var/lib/clickhouse/</path>
+
+    <!-- Path to temporary data for processing hard queries. -->
+    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
+
+    <!-- Directory with user provided files that are accessible by 'file' table function. -->
+    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
+
+    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
+    <user_directories>
+        <users_xml>
+            <!-- Path to configuration file with predefined users. -->
+            <path>users.xml</path>
+        </users_xml>
+        <local_directory>
+            <!-- Path to folder where users created by SQL commands are stored. -->
+            <path>/var/lib/clickhouse/access/</path>
+        </local_directory>
+    </user_directories>
+
+    <!-- Default profile of settings. -->
+    <default_profile>default</default_profile>
+
+    <!-- System profile of settings. This settings are used by internal processes (Buffer storage, Distibuted DDL worker and so on). -->
+    <!-- <system_profile>default</system_profile> -->
+
+    <!-- Default database. -->
+    <default_database>default</default_database>
+
+    <!-- Server time zone could be set here.
+
+         Time zone is used when converting between String and DateTime types,
+          when printing DateTime in text formats and parsing DateTime from text,
+          it is used in date and time related functions, if specific time zone was not passed as an argument.
+
+         Time zone is specified as identifier from IANA time zone database, like UTC or Africa/Abidjan.
+         If not specified, system time zone at server startup is used.
+
+         Please note, that server could display time zone alias instead of specified name.
+         Example: W-SU is an alias for Europe/Moscow and Zulu is an alias for UTC.
+    -->
+    <!-- <timezone>Europe/Moscow</timezone> -->
+
+    <!-- You can specify umask here (see "man umask"). Server will apply it on startup.
+         Number is always parsed as octal. Default umask is 027 (other users cannot read logs, data files, etc; group can only read).
+    -->
+    <!-- <umask>022</umask> -->
+
+    <!-- Perform mlockall after startup to lower first queries latency
+          and to prevent clickhouse executable from being paged out under high IO load.
+         Enabling this option is recommended but will lead to increased startup time for up to a few seconds.
+    -->
+    <mlock_executable>false</mlock_executable>
+
+    <!-- Configuration of clusters that could be used in Distributed tables.
+         https://clickhouse.yandex/docs/en/table_engines/distributed/
+      -->
+    <remote_servers incl="remote" >
+        <!-- Test only shard config for testing distributed storage -->
+        <test_shard_localhost>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_shard_localhost>
+        <test_cluster_two_shards_localhost>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+         </test_cluster_two_shards_localhost>
+        <test_shard_localhost_secure>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </test_shard_localhost_secure>
+        <test_unavailable_shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>1</port>
+                </replica>
+            </shard>
+        </test_unavailable_shard>
+    </remote_servers>
+
+
+    <!-- If element has 'incl' attribute, then for it's value will be used corresponding substitution from another file.
+         By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in 'include_from' element.
+         Values for substitutions are specified in /yandex/name_of_substitution elements in that file.
+      -->
+
+    <!-- ZooKeeper is used to store metadata about replicas, when using Replicated tables.
+         Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/
+      -->
+    <zookeeper incl="zookeeper" optional="true" />
+
+    <!-- Substitutions for parameters of replicated tables.
+          Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/#creating-replicated-tables
+      -->
+    <macros incl="macros" optional="true" />
+
+
+    <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->
+    <builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
+
+
+    <!-- Maximum session timeout, in seconds. Default: 3600. -->
+    <max_session_timeout>3600</max_session_timeout>
+
+    <!-- Default session timeout, in seconds. Default: 60. -->
+    <default_session_timeout>60</default_session_timeout>
+
+    <!-- Sending data to Graphite for monitoring. Several sections can be defined. -->
+    <!--
+        interval - send every X second
+        root_path - prefix for keys
+        hostname_in_path - append hostname to root_path (default = true)
+        metrics - send data from table system.metrics
+        events - send data from table system.events
+        asynchronous_metrics - send data from table system.asynchronous_metrics
+    -->
+    <!--
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>60</interval>
+        <root_path>one_min</root_path>
+        <hostname_in_path>true</hostname_in_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>true</asynchronous_metrics>
+    </graphite>
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>1</interval>
+        <root_path>one_sec</root_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>false</asynchronous_metrics>
+    </graphite>
+    -->
+
+
+    <!-- Query log. Used only for queries with setting log_queries = 1. -->
+    <query_log>
+        <!-- What table to insert data. If table is not exist, it will be created.
+             When query log structure is changed after system update,
+              then old table will be renamed and new table will be created automatically.
+        -->
+        <database>system</database>
+        <table>query_log</table>
+        <!--
+            PARTITION BY expr https://clickhouse.yandex/docs/en/table_engines/custom_partitioning_key/
+            Example:
+                event_date
+                toMonday(event_date)
+                toYYYYMM(event_date)
+                toStartOfHour(event_time)
+        -->
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <!-- Interval of flushing data. -->
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_log>
+
+    <!-- Trace log. Stores stack traces collected by query profilers.
+         See query_profiler_real_time_period_ns and query_profiler_cpu_time_period_ns settings. -->
+    <trace_log>
+        <database>system</database>
+        <table>trace_log</table>
+
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </trace_log>
+
+    <!-- Query thread log. Has information about all threads participated in query execution.
+         Used only for queries with setting log_query_threads = 1. -->
+    <query_thread_log>
+        <database>system</database>
+        <table>query_thread_log</table>
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_thread_log>
+
+    <!-- Uncomment if use part log.
+         Part log contains information about all actions with parts in MergeTree tables (creation, deletion, merges, downloads).
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </part_log>
+    -->
+
+    <!-- Uncomment to write text log into table.
+         Text log contains all information from usual server log but stores it in structured and efficient way.
+    <text_log>
+        <database>system</database>
+        <table>text_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </text_log>
+    -->
+
+    <!-- Parameters for embedded dictionaries, used in Yandex.Metrica.
+         See https://clickhouse.yandex/docs/en/dicts/internal_dicts/
+    -->
+
+    <!-- Path to file with region hierarchy. -->
+    <!-- <path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file> -->
+
+    <!-- Path to directory with files containing names of regions -->
+    <!-- <path_to_regions_names_files>/opt/geo/</path_to_regions_names_files> -->
+
+
+    <!-- Configuration of external dictionaries. See:
+         https://clickhouse.yandex/docs/en/dicts/external_dicts/
+    -->
+    <dictionaries_config>*_dictionary.xml</dictionaries_config>
+
+    <!-- Uncomment if you want data to be compressed 30-100% better.
+         Don't do that if you just started using ClickHouse.
+      -->
+    <compression incl="compression">
+    <!--
+        <!- - Set of variants. Checked in order. Last matching case wins. If nothing matches, lz4 will be used. - ->
+        <case>
+
+            <!- - Conditions. All must be satisfied. Some conditions may be omitted. - ->
+            <min_part_size>10000000000</min_part_size>        <!- - Min part size in bytes. - ->
+            <min_part_size_ratio>0.01</min_part_size_ratio>   <!- - Min size of part relative to whole table size. - ->
+
+            <!- - What compression method to use. - ->
+            <method>zstd</method>
+        </case>
+    -->
+    </compression>
+
+    <!-- Allow to execute distributed DDL queries (CREATE, DROP, ALTER, RENAME) on cluster.
+         Works only if ZooKeeper is enabled. Comment it if such functionality isn't required. -->
+    <distributed_ddl>
+        <!-- Path in ZooKeeper to queue with DDL queries -->
+        <path>/clickhouse/task_queue/ddl</path>
+
+        <!-- Settings from this profile will be used to execute DDL queries -->
+        <!-- <profile>default</profile> -->
+    </distributed_ddl>
+
+    <!-- Settings to fine tune MergeTree tables. See documentation in source code, in MergeTreeSettings.h -->
+    <!--
+    <merge_tree>
+        <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
+    </merge_tree>
+    -->
+
+    <!-- Protection from accidental DROP.
+         If size of a MergeTree table is greater than max_table_size_to_drop (in bytes) than table could not be dropped with any DROP query.
+         If you want do delete one table and don't want to restart clickhouse-server, you could create special file <clickhouse-path>/flags/force_drop_table and make DROP once.
+         By default max_table_size_to_drop is 50GB; max_table_size_to_drop=0 allows to DROP any tables.
+         The same for max_partition_size_to_drop.
+         Uncomment to disable protection.
+    -->
+    <!-- <max_table_size_to_drop>0</max_table_size_to_drop> -->
+    <!-- <max_partition_size_to_drop>0</max_partition_size_to_drop> -->
+
+    <!-- Example of parameters for GraphiteMergeTree table engine -->
+    <graphite_rollup_example>
+        <pattern>
+            <regexp>click_cost</regexp>
+            <function>any</function>
+            <retention>
+                <age>0</age>
+                <precision>3600</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>60</precision>
+            </retention>
+        </pattern>
+        <default>
+            <function>max</function>
+            <retention>
+                <age>0</age>
+                <precision>60</precision>
+            </retention>
+            <retention>
+                <age>3600</age>
+                <precision>300</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>3600</precision>
+            </retention>
+        </default>
+    </graphite_rollup_example>
+
+    <!-- Directory in <clickhouse-path> containing schema files for various input formats.
+         The directory will be created if it doesn't exist.
+      -->
+    <format_schema_path>/var/lib/clickhouse/format_schemas/</format_schema_path>
+
+    <!-- Uncomment to disable ClickHouse internal DNS caching. -->
+    <!-- <disable_internal_dns_cache>1</disable_internal_dns_cache> -->
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/ssl/dhparam.pem b/tests/testflows/ldap/authentication/configs/clickhouse/ssl/dhparam.pem
new file mode 100644
index 00000000000..2e6cee0798d
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/ssl/dhparam.pem
@@ -0,0 +1,8 @@
+-----BEGIN DH PARAMETERS-----
+MIIBCAKCAQEAua92DDli13gJ+//ZXyGaggjIuidqB0crXfhUlsrBk9BV1hH3i7fR
+XGP9rUdk2ubnB3k2ejBStL5oBrkHm9SzUFSQHqfDjLZjKoUpOEmuDc4cHvX1XTR5
+Pr1vf5cd0yEncJWG5W4zyUB8k++SUdL2qaeslSs+f491HBLDYn/h8zCgRbBvxhxb
+9qeho1xcbnWeqkN6Kc9bgGozA16P9NLuuLttNnOblkH+lMBf42BSne/TWt3AlGZf
+slKmmZcySUhF8aKfJnLKbkBCFqOtFRh8zBA9a7g+BT/lSANATCDPaAk1YVih2EKb
+dpc3briTDbRsiqg2JKMI7+VdULY9bh3EawIBAg==
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/ssl/server.crt b/tests/testflows/ldap/authentication/configs/clickhouse/ssl/server.crt
new file mode 100644
index 00000000000..7ade2d96273
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/ssl/server.crt
@@ -0,0 +1,19 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/ssl/server.key b/tests/testflows/ldap/authentication/configs/clickhouse/ssl/server.key
new file mode 100644
index 00000000000..f0fb61ac443
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/ssl/server.key
@@ -0,0 +1,28 @@
+-----BEGIN PRIVATE KEY-----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+-----END PRIVATE KEY-----
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse/users.xml b/tests/testflows/ldap/authentication/configs/clickhouse/users.xml
new file mode 100644
index 00000000000..86b2cd9e1e3
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse/users.xml
@@ -0,0 +1,133 @@
+<?xml version="1.0"?>
+<yandex>
+    <!-- Profiles of settings. -->
+    <profiles>
+        <!-- Default settings. -->
+        <default>
+            <!-- Maximum memory usage for processing single query, in bytes. -->
+            <max_memory_usage>10000000000</max_memory_usage>
+
+            <!-- Use cache of uncompressed blocks of data. Meaningful only for processing many of very short queries. -->
+            <use_uncompressed_cache>0</use_uncompressed_cache>
+
+            <!-- How to choose between replicas during distributed query processing.
+                 random - choose random replica from set of replicas with minimum number of errors
+                 nearest_hostname - from set of replicas with minimum number of errors, choose replica
+                  with minimum number of different symbols between replica's hostname and local hostname
+                  (Hamming distance).
+                 in_order - first live replica is chosen in specified order.
+                 first_or_random - if first replica one has higher number of errors, pick a random one from replicas with minimum number of errors.
+            -->
+            <load_balancing>random</load_balancing>
+        </default>
+
+        <!-- Profile that allows only read queries. -->
+        <readonly>
+            <readonly>1</readonly>
+        </readonly>
+    </profiles>
+
+    <!-- Users and ACL. -->
+    <users>
+        <!-- If user name was not specified, 'default' user is used. -->
+        <default>
+            <!-- Password could be specified in plaintext or in SHA256 (in hex format).
+
+                 If you want to specify password in plaintext (not recommended), place it in 'password' element.
+                 Example: <password>qwerty</password>.
+                 Password could be empty.
+
+                 If you want to specify SHA256, place it in 'password_sha256_hex' element.
+                 Example: <password_sha256_hex>65e84be33532fb784c48129675f9eff3a682b27168c0ea744b2cf58ee02337c5</password_sha256_hex>
+                 Restrictions of SHA256: impossibility to connect to ClickHouse using MySQL JS client (as of July 2019).
+
+                 If you want to specify double SHA1, place it in 'password_double_sha1_hex' element.
+                 Example: <password_double_sha1_hex>e395796d6546b1b65db9d665cd43f0e858dd4303</password_double_sha1_hex>
+
+                 How to generate decent password:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha256sum | tr -d '-'
+                 In first line will be password and in second - corresponding SHA256.
+
+                 How to generate double SHA1:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | openssl dgst -sha1 -binary | openssl dgst -sha1
+                 In first line will be password and in second - corresponding double SHA1.
+            -->
+            <password></password>
+
+            <!-- List of networks with open access.
+
+                 To open access from everywhere, specify:
+                    <ip>::/0</ip>
+
+                 To open access only from localhost, specify:
+                    <ip>::1</ip>
+                    <ip>127.0.0.1</ip>
+
+                 Each element of list has one of the following forms:
+                 <ip> IP-address or network mask. Examples: 213.180.204.3 or 10.0.0.1/8 or 10.0.0.1/255.255.255.0
+                     2a02:6b8::3 or 2a02:6b8::3/64 or 2a02:6b8::3/ffff:ffff:ffff:ffff::.
+                 <host> Hostname. Example: server01.yandex.ru.
+                     To check access, DNS query is performed, and all received addresses compared to peer address.
+                 <host_regexp> Regular expression for host names. Example, ^server\d\d-\d\d-\d\.yandex\.ru$
+                     To check access, DNS PTR query is performed for peer address and then regexp is applied.
+                     Then, for result of PTR query, another DNS query is performed and all received addresses compared to peer address.
+                     Strongly recommended that regexp is ends with $
+                 All results of DNS requests are cached till server restart.
+            -->
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+
+            <!-- Settings profile for user. -->
+            <profile>default</profile>
+
+            <!-- Quota for user. -->
+            <quota>default</quota>
+
+            <!-- Allow access management -->
+            <access_management>1</access_management>
+
+            <!-- Example of row level security policy. -->
+            <!-- <databases>
+                <test>
+                    <filtered_table1>
+                        <filter>a = 1</filter>
+                    </filtered_table1>
+                    <filtered_table2>
+                        <filter>a + b &lt; 1 or c - d &gt; 5</filter>
+                    </filtered_table2>
+                </test>
+            </databases> -->
+        </default>
+
+        <!-- Example of user with readonly access. -->
+        <!-- <readonly>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::1</ip>
+                <ip>127.0.0.1</ip>
+            </networks>
+            <profile>readonly</profile>
+            <quota>default</quota>
+        </readonly> -->
+    </users>
+
+    <!-- Quotas. -->
+    <quotas>
+        <!-- Name of quota. -->
+        <default>
+            <!-- Limits for time interval. You could specify many intervals with different limits. -->
+            <interval>
+                <!-- Length of interval. -->
+                <duration>3600</duration>
+
+                <!-- No limits. Just calculate resource usage for time interval. -->
+                <queries>0</queries>
+                <errors>0</errors>
+                <result_rows>0</result_rows>
+                <read_rows>0</read_rows>
+                <execution_time>0</execution_time>
+            </interval>
+        </default>
+    </quotas>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse1/config.d/macros.xml b/tests/testflows/ldap/authentication/configs/clickhouse1/config.d/macros.xml
new file mode 100644
index 00000000000..6cdcc1b440c
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse1/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse1</replica>
+        <shard>01</shard>
+        <shard2>01</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse2/config.d/macros.xml b/tests/testflows/ldap/authentication/configs/clickhouse2/config.d/macros.xml
new file mode 100644
index 00000000000..a114a9ce4ab
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse2/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse2</replica>
+        <shard>01</shard>
+        <shard2>02</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/ldap/authentication/configs/clickhouse3/config.d/macros.xml b/tests/testflows/ldap/authentication/configs/clickhouse3/config.d/macros.xml
new file mode 100644
index 00000000000..904a27b0172
--- /dev/null
+++ b/tests/testflows/ldap/authentication/configs/clickhouse3/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse3</replica>
+        <shard>01</shard>
+        <shard2>03</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/ldap/configs/ldap1/config/export.ldif b/tests/testflows/ldap/authentication/configs/ldap1/config/export.ldif
similarity index 100%
rename from tests/testflows/ldap/configs/ldap1/config/export.ldif
rename to tests/testflows/ldap/authentication/configs/ldap1/config/export.ldif
diff --git a/tests/testflows/ldap/configs/ldap2/certs/ca.crt b/tests/testflows/ldap/authentication/configs/ldap2/certs/ca.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap2/certs/ca.crt
rename to tests/testflows/ldap/authentication/configs/ldap2/certs/ca.crt
diff --git a/tests/testflows/ldap/configs/ldap2/certs/dhparam.pem b/tests/testflows/ldap/authentication/configs/ldap2/certs/dhparam.pem
similarity index 100%
rename from tests/testflows/ldap/configs/ldap2/certs/dhparam.pem
rename to tests/testflows/ldap/authentication/configs/ldap2/certs/dhparam.pem
diff --git a/tests/testflows/ldap/configs/ldap2/certs/ldap.crt b/tests/testflows/ldap/authentication/configs/ldap2/certs/ldap.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap2/certs/ldap.crt
rename to tests/testflows/ldap/authentication/configs/ldap2/certs/ldap.crt
diff --git a/tests/testflows/ldap/configs/ldap2/certs/ldap.csr b/tests/testflows/ldap/authentication/configs/ldap2/certs/ldap.csr
similarity index 100%
rename from tests/testflows/ldap/configs/ldap2/certs/ldap.csr
rename to tests/testflows/ldap/authentication/configs/ldap2/certs/ldap.csr
diff --git a/tests/testflows/ldap/configs/ldap2/certs/ldap.key b/tests/testflows/ldap/authentication/configs/ldap2/certs/ldap.key
similarity index 100%
rename from tests/testflows/ldap/configs/ldap2/certs/ldap.key
rename to tests/testflows/ldap/authentication/configs/ldap2/certs/ldap.key
diff --git a/tests/testflows/ldap/configs/ldap2/config/export.ldif b/tests/testflows/ldap/authentication/configs/ldap2/config/export.ldif
similarity index 100%
rename from tests/testflows/ldap/configs/ldap2/config/export.ldif
rename to tests/testflows/ldap/authentication/configs/ldap2/config/export.ldif
diff --git a/tests/testflows/ldap/configs/ldap3/certs/ca.crt b/tests/testflows/ldap/authentication/configs/ldap3/certs/ca.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap3/certs/ca.crt
rename to tests/testflows/ldap/authentication/configs/ldap3/certs/ca.crt
diff --git a/tests/testflows/ldap/configs/ldap3/certs/dhparam.pem b/tests/testflows/ldap/authentication/configs/ldap3/certs/dhparam.pem
similarity index 100%
rename from tests/testflows/ldap/configs/ldap3/certs/dhparam.pem
rename to tests/testflows/ldap/authentication/configs/ldap3/certs/dhparam.pem
diff --git a/tests/testflows/ldap/configs/ldap3/certs/ldap.crt b/tests/testflows/ldap/authentication/configs/ldap3/certs/ldap.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap3/certs/ldap.crt
rename to tests/testflows/ldap/authentication/configs/ldap3/certs/ldap.crt
diff --git a/tests/testflows/ldap/configs/ldap3/certs/ldap.csr b/tests/testflows/ldap/authentication/configs/ldap3/certs/ldap.csr
similarity index 100%
rename from tests/testflows/ldap/configs/ldap3/certs/ldap.csr
rename to tests/testflows/ldap/authentication/configs/ldap3/certs/ldap.csr
diff --git a/tests/testflows/ldap/configs/ldap3/certs/ldap.key b/tests/testflows/ldap/authentication/configs/ldap3/certs/ldap.key
similarity index 100%
rename from tests/testflows/ldap/configs/ldap3/certs/ldap.key
rename to tests/testflows/ldap/authentication/configs/ldap3/certs/ldap.key
diff --git a/tests/testflows/ldap/configs/ldap3/config/export.ldif b/tests/testflows/ldap/authentication/configs/ldap3/config/export.ldif
similarity index 100%
rename from tests/testflows/ldap/configs/ldap3/config/export.ldif
rename to tests/testflows/ldap/authentication/configs/ldap3/config/export.ldif
diff --git a/tests/testflows/ldap/configs/ldap4/certs/ca.crt b/tests/testflows/ldap/authentication/configs/ldap4/certs/ca.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap4/certs/ca.crt
rename to tests/testflows/ldap/authentication/configs/ldap4/certs/ca.crt
diff --git a/tests/testflows/ldap/configs/ldap4/certs/dhparam.pem b/tests/testflows/ldap/authentication/configs/ldap4/certs/dhparam.pem
similarity index 100%
rename from tests/testflows/ldap/configs/ldap4/certs/dhparam.pem
rename to tests/testflows/ldap/authentication/configs/ldap4/certs/dhparam.pem
diff --git a/tests/testflows/ldap/configs/ldap4/certs/ldap.crt b/tests/testflows/ldap/authentication/configs/ldap4/certs/ldap.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap4/certs/ldap.crt
rename to tests/testflows/ldap/authentication/configs/ldap4/certs/ldap.crt
diff --git a/tests/testflows/ldap/configs/ldap4/certs/ldap.csr b/tests/testflows/ldap/authentication/configs/ldap4/certs/ldap.csr
similarity index 100%
rename from tests/testflows/ldap/configs/ldap4/certs/ldap.csr
rename to tests/testflows/ldap/authentication/configs/ldap4/certs/ldap.csr
diff --git a/tests/testflows/ldap/configs/ldap4/certs/ldap.key b/tests/testflows/ldap/authentication/configs/ldap4/certs/ldap.key
similarity index 100%
rename from tests/testflows/ldap/configs/ldap4/certs/ldap.key
rename to tests/testflows/ldap/authentication/configs/ldap4/certs/ldap.key
diff --git a/tests/testflows/ldap/configs/ldap4/config/export.ldif b/tests/testflows/ldap/authentication/configs/ldap4/config/export.ldif
similarity index 100%
rename from tests/testflows/ldap/configs/ldap4/config/export.ldif
rename to tests/testflows/ldap/authentication/configs/ldap4/config/export.ldif
diff --git a/tests/testflows/ldap/configs/ldap5/config/export.ldif b/tests/testflows/ldap/authentication/configs/ldap5/config/export.ldif
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/config/export.ldif
rename to tests/testflows/ldap/authentication/configs/ldap5/config/export.ldif
diff --git a/tests/testflows/ldap/configs/ldap5/ldap2/certs/ca.crt b/tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ca.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/ldap2/certs/ca.crt
rename to tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ca.crt
diff --git a/tests/testflows/ldap/configs/ldap5/ldap2/certs/dhparam.pem b/tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/dhparam.pem
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/ldap2/certs/dhparam.pem
rename to tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/dhparam.pem
diff --git a/tests/testflows/ldap/configs/ldap5/ldap2/certs/ldap.crt b/tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ldap.crt
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/ldap2/certs/ldap.crt
rename to tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ldap.crt
diff --git a/tests/testflows/ldap/configs/ldap5/ldap2/certs/ldap.csr b/tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ldap.csr
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/ldap2/certs/ldap.csr
rename to tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ldap.csr
diff --git a/tests/testflows/ldap/configs/ldap5/ldap2/certs/ldap.key b/tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ldap.key
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/ldap2/certs/ldap.key
rename to tests/testflows/ldap/authentication/configs/ldap5/ldap2/certs/ldap.key
diff --git a/tests/testflows/ldap/configs/ldap5/ldap2/config/export.ldif b/tests/testflows/ldap/authentication/configs/ldap5/ldap2/config/export.ldif
similarity index 100%
rename from tests/testflows/ldap/configs/ldap5/ldap2/config/export.ldif
rename to tests/testflows/ldap/authentication/configs/ldap5/ldap2/config/export.ldif
diff --git a/tests/testflows/ldap/docker-compose/clickhouse-service.yml b/tests/testflows/ldap/authentication/docker-compose/clickhouse-service.yml
similarity index 100%
rename from tests/testflows/ldap/docker-compose/clickhouse-service.yml
rename to tests/testflows/ldap/authentication/docker-compose/clickhouse-service.yml
diff --git a/tests/testflows/ldap/docker-compose/docker-compose.yml b/tests/testflows/ldap/authentication/docker-compose/docker-compose.yml
similarity index 100%
rename from tests/testflows/ldap/docker-compose/docker-compose.yml
rename to tests/testflows/ldap/authentication/docker-compose/docker-compose.yml
diff --git a/tests/testflows/ldap/docker-compose/openldap-service.yml b/tests/testflows/ldap/authentication/docker-compose/openldap-service.yml
similarity index 100%
rename from tests/testflows/ldap/docker-compose/openldap-service.yml
rename to tests/testflows/ldap/authentication/docker-compose/openldap-service.yml
diff --git a/tests/testflows/ldap/docker-compose/zookeeper-service.yml b/tests/testflows/ldap/authentication/docker-compose/zookeeper-service.yml
similarity index 100%
rename from tests/testflows/ldap/docker-compose/zookeeper-service.yml
rename to tests/testflows/ldap/authentication/docker-compose/zookeeper-service.yml
diff --git a/tests/testflows/ldap/authentication/regression.py b/tests/testflows/ldap/authentication/regression.py
new file mode 100755
index 00000000000..ed75ce4fe75
--- /dev/null
+++ b/tests/testflows/ldap/authentication/regression.py
@@ -0,0 +1,59 @@
+#!/usr/bin/env python3
+import sys
+from testflows.core import *
+
+append_path(sys.path, "..", "..")
+
+from helpers.cluster import Cluster
+from helpers.argparser import argparser
+from ldap.authentication.requirements import *
+
+# Cross-outs of known fails
+xfails = {
+    "connection protocols/tls/tls_require_cert='try'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/tls/tls_require_cert='demand'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/starttls/tls_require_cert='try'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/starttls/tls_require_cert='demand'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/tls require cert default demand":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/starttls with custom port":
+     [(Fail, "it seems that starttls is not enabled by default on custom plain-text ports in LDAP server")],
+    "connection protocols/tls cipher suite":
+     [(Fail, "can't get it to work")]
+}
+
+@TestFeature
+@Name("authentication")
+@ArgumentParser(argparser)
+@Requirements(
+    RQ_SRS_007_LDAP_Authentication("1.0")
+)
+@XFails(xfails)
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
+    """ClickHouse integration with LDAP regression module.
+    """
+    nodes = {
+        "clickhouse": ("clickhouse1", "clickhouse2", "clickhouse3"),
+    }
+
+    with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
+        self.context.cluster = cluster
+
+        if stress is not None or not hasattr(self.context, "stress"):
+            self.context.stress = stress
+        if parallel is not None or not hasattr(self.context, "parallel"):
+            self.context.parallel = parallel
+
+        Scenario(run=load("ldap.authentication.tests.sanity", "scenario"))
+        Scenario(run=load("ldap.authentication.tests.multiple_servers", "scenario"))
+        Feature(run=load("ldap.authentication.tests.connections", "feature"))
+        Feature(run=load("ldap.authentication.tests.server_config", "feature"))
+        Feature(run=load("ldap.authentication.tests.user_config", "feature"))
+        Feature(run=load("ldap.authentication.tests.authentications", "feature"))
+
+if main():
+    regression()
diff --git a/tests/testflows/ldap/authentication/requirements/__init__.py b/tests/testflows/ldap/authentication/requirements/__init__.py
new file mode 100644
index 00000000000..02f7d430154
--- /dev/null
+++ b/tests/testflows/ldap/authentication/requirements/__init__.py
@@ -0,0 +1 @@
+from .requirements import *
diff --git a/tests/testflows/ldap/requirements/requirements.md b/tests/testflows/ldap/authentication/requirements/requirements.md
similarity index 97%
rename from tests/testflows/ldap/requirements/requirements.md
rename to tests/testflows/ldap/authentication/requirements/requirements.md
index 6d787670138..1c65a29fef4 100644
--- a/tests/testflows/ldap/requirements/requirements.md
+++ b/tests/testflows/ldap/authentication/requirements/requirements.md
@@ -460,14 +460,14 @@ time user configuration contains any of the `<password*>` entries.
 #### RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.NotDefined
 version: 1.0
 
-[ClickHouse] SHALL throw an error during any authentification attempt
+[ClickHouse] SHALL throw an error during any authentication attempt
 if the name of the [LDAP] server used inside the `<ldap>` entry
 is not defined in the `<ldap_servers>` section.
 
 #### RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.Empty
 version: 1.0
 
-[ClickHouse] SHALL throw an error during any authentification attempt
+[ClickHouse] SHALL throw an error during any authentication attempt
 if the name of the [LDAP] server used inside the `<ldap>` entry
 is empty.
 
@@ -524,9 +524,6 @@ used to authenticate users using an [LDAP] server.
 ## References
 
 * **ClickHouse:** https://clickhouse.tech
-* **GitHub repository:** https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/ldap/requirements/requirements.md
-* **Revision history:** https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/ldap/requirements/requirements.md
-* **Git:** https://git-scm.com/
 
 [Anonymous Authentication Mechanism of Simple Bind]: https://ldapwiki.com/wiki/Simple%20Authentication#section-Simple+Authentication-AnonymousAuthenticationMechanismOfSimpleBind
 [Unauthenticated Authentication Mechanism of Simple Bind]: https://ldapwiki.com/wiki/Simple%20Authentication#section-Simple+Authentication-UnauthenticatedAuthenticationMechanismOfSimpleBind
@@ -539,6 +536,6 @@ used to authenticate users using an [LDAP] server.
 [LDAP]: https://en.wikipedia.org/wiki/Lightweight_Directory_Access_Protocol
 [ClickHouse]: https://clickhouse.tech
 [GitHub]: https://github.com
-[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/ldap/requirements/requirements.md
-[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/ldap/requirements/requirements.md
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/ldap/authentication/requirements/requirements.md
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/ldap/authentication/requirements/requirements.md
 [Git]: https://git-scm.com/
diff --git a/tests/testflows/ldap/requirements/requirements.py b/tests/testflows/ldap/authentication/requirements/requirements.py
similarity index 52%
rename from tests/testflows/ldap/requirements/requirements.py
rename to tests/testflows/ldap/authentication/requirements/requirements.py
index 967e097d1fa..60fbef9b8cd 100644
--- a/tests/testflows/ldap/requirements/requirements.py
+++ b/tests/testflows/ldap/authentication/requirements/requirements.py
@@ -1,10 +1,571 @@
 # These requirements were auto generated
 # from software requirements specification (SRS)
-# document by TestFlows v1.6.200811.1124123.
+# document by TestFlows v1.6.201026.1232822.
 # Do not edit by hand but re-generate instead
 # using 'tfs requirements generate' command.
+from testflows.core import Specification
 from testflows.core import Requirement
 
+SRS_007_ClickHouse_Authentication_of_Users_via_LDAP = Specification(
+        name='SRS-007 ClickHouse Authentication of Users via LDAP', 
+        description=None,
+        author=None,
+        date=None, 
+        status=None, 
+        approved_by=None,
+        approved_date=None,
+        approved_version=None,
+        version=None,
+        group=None,
+        type=None,
+        link=None,
+        uid=None,
+        parent=None,
+        children=None,
+        content='''
+# SRS-007 ClickHouse Authentication of Users via LDAP
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Terminology](#terminology)
+* 4 [Requirements](#requirements)
+  * 4.1 [Generic](#generic)
+    * 4.1.1 [RQ.SRS-007.LDAP.Authentication](#rqsrs-007ldapauthentication)
+    * 4.1.2 [RQ.SRS-007.LDAP.Authentication.MultipleServers](#rqsrs-007ldapauthenticationmultipleservers)
+    * 4.1.3 [RQ.SRS-007.LDAP.Authentication.Protocol.PlainText](#rqsrs-007ldapauthenticationprotocolplaintext)
+    * 4.1.4 [RQ.SRS-007.LDAP.Authentication.Protocol.TLS](#rqsrs-007ldapauthenticationprotocoltls)
+    * 4.1.5 [RQ.SRS-007.LDAP.Authentication.Protocol.StartTLS](#rqsrs-007ldapauthenticationprotocolstarttls)
+    * 4.1.6 [RQ.SRS-007.LDAP.Authentication.TLS.Certificate.Validation](#rqsrs-007ldapauthenticationtlscertificatevalidation)
+    * 4.1.7 [RQ.SRS-007.LDAP.Authentication.TLS.Certificate.SelfSigned](#rqsrs-007ldapauthenticationtlscertificateselfsigned)
+    * 4.1.8 [RQ.SRS-007.LDAP.Authentication.TLS.Certificate.SpecificCertificationAuthority](#rqsrs-007ldapauthenticationtlscertificatespecificcertificationauthority)
+    * 4.1.9 [RQ.SRS-007.LDAP.Server.Configuration.Invalid](#rqsrs-007ldapserverconfigurationinvalid)
+    * 4.1.10 [RQ.SRS-007.LDAP.User.Configuration.Invalid](#rqsrs-007ldapuserconfigurationinvalid)
+    * 4.1.11 [RQ.SRS-007.LDAP.Authentication.Mechanism.Anonymous](#rqsrs-007ldapauthenticationmechanismanonymous)
+    * 4.1.12 [RQ.SRS-007.LDAP.Authentication.Mechanism.Unauthenticated](#rqsrs-007ldapauthenticationmechanismunauthenticated)
+    * 4.1.13 [RQ.SRS-007.LDAP.Authentication.Mechanism.NamePassword](#rqsrs-007ldapauthenticationmechanismnamepassword)
+    * 4.1.14 [RQ.SRS-007.LDAP.Authentication.Valid](#rqsrs-007ldapauthenticationvalid)
+    * 4.1.15 [RQ.SRS-007.LDAP.Authentication.Invalid](#rqsrs-007ldapauthenticationinvalid)
+    * 4.1.16 [RQ.SRS-007.LDAP.Authentication.Invalid.DeletedUser](#rqsrs-007ldapauthenticationinvaliddeleteduser)
+    * 4.1.17 [RQ.SRS-007.LDAP.Authentication.UsernameChanged](#rqsrs-007ldapauthenticationusernamechanged)
+    * 4.1.18 [RQ.SRS-007.LDAP.Authentication.PasswordChanged](#rqsrs-007ldapauthenticationpasswordchanged)
+    * 4.1.19 [RQ.SRS-007.LDAP.Authentication.LDAPServerRestart](#rqsrs-007ldapauthenticationldapserverrestart)
+    * 4.1.20 [RQ.SRS-007.LDAP.Authentication.ClickHouseServerRestart](#rqsrs-007ldapauthenticationclickhouseserverrestart)
+    * 4.1.21 [RQ.SRS-007.LDAP.Authentication.Parallel](#rqsrs-007ldapauthenticationparallel)
+    * 4.1.22 [RQ.SRS-007.LDAP.Authentication.Parallel.ValidAndInvalid](#rqsrs-007ldapauthenticationparallelvalidandinvalid)
+  * 4.2 [Specific](#specific)
+    * 4.2.1 [RQ.SRS-007.LDAP.UnreachableServer](#rqsrs-007ldapunreachableserver)
+    * 4.2.2 [RQ.SRS-007.LDAP.Configuration.Server.Name](#rqsrs-007ldapconfigurationservername)
+    * 4.2.3 [RQ.SRS-007.LDAP.Configuration.Server.Host](#rqsrs-007ldapconfigurationserverhost)
+    * 4.2.4 [RQ.SRS-007.LDAP.Configuration.Server.Port](#rqsrs-007ldapconfigurationserverport)
+    * 4.2.5 [RQ.SRS-007.LDAP.Configuration.Server.Port.Default](#rqsrs-007ldapconfigurationserverportdefault)
+    * 4.2.6 [RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Prefix](#rqsrs-007ldapconfigurationserverauthdnprefix)
+    * 4.2.7 [RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Suffix](#rqsrs-007ldapconfigurationserverauthdnsuffix)
+    * 4.2.8 [RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Value](#rqsrs-007ldapconfigurationserverauthdnvalue)
+    * 4.2.9 [RQ.SRS-007.LDAP.Configuration.Server.EnableTLS](#rqsrs-007ldapconfigurationserverenabletls)
+    * 4.2.10 [RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.Default](#rqsrs-007ldapconfigurationserverenabletlsoptionsdefault)
+    * 4.2.11 [RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.No](#rqsrs-007ldapconfigurationserverenabletlsoptionsno)
+    * 4.2.12 [RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.Yes](#rqsrs-007ldapconfigurationserverenabletlsoptionsyes)
+    * 4.2.13 [RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.StartTLS](#rqsrs-007ldapconfigurationserverenabletlsoptionsstarttls)
+    * 4.2.14 [RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion](#rqsrs-007ldapconfigurationservertlsminimumprotocolversion)
+    * 4.2.15 [RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion.Values](#rqsrs-007ldapconfigurationservertlsminimumprotocolversionvalues)
+    * 4.2.16 [RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion.Default](#rqsrs-007ldapconfigurationservertlsminimumprotocolversiondefault)
+    * 4.2.17 [RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert](#rqsrs-007ldapconfigurationservertlsrequirecert)
+    * 4.2.18 [RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Default](#rqsrs-007ldapconfigurationservertlsrequirecertoptionsdefault)
+    * 4.2.19 [RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Demand](#rqsrs-007ldapconfigurationservertlsrequirecertoptionsdemand)
+    * 4.2.20 [RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Allow](#rqsrs-007ldapconfigurationservertlsrequirecertoptionsallow)
+    * 4.2.21 [RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Try](#rqsrs-007ldapconfigurationservertlsrequirecertoptionstry)
+    * 4.2.22 [RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Never](#rqsrs-007ldapconfigurationservertlsrequirecertoptionsnever)
+    * 4.2.23 [RQ.SRS-007.LDAP.Configuration.Server.TLSCertFile](#rqsrs-007ldapconfigurationservertlscertfile)
+    * 4.2.24 [RQ.SRS-007.LDAP.Configuration.Server.TLSKeyFile](#rqsrs-007ldapconfigurationservertlskeyfile)
+    * 4.2.25 [RQ.SRS-007.LDAP.Configuration.Server.TLSCACertDir](#rqsrs-007ldapconfigurationservertlscacertdir)
+    * 4.2.26 [RQ.SRS-007.LDAP.Configuration.Server.TLSCACertFile](#rqsrs-007ldapconfigurationservertlscacertfile)
+    * 4.2.27 [RQ.SRS-007.LDAP.Configuration.Server.TLSCipherSuite](#rqsrs-007ldapconfigurationservertlsciphersuite)
+    * 4.2.28 [RQ.SRS-007.LDAP.Configuration.Server.Syntax](#rqsrs-007ldapconfigurationserversyntax)
+    * 4.2.29 [RQ.SRS-007.LDAP.Configuration.User.RBAC](#rqsrs-007ldapconfigurationuserrbac)
+    * 4.2.30 [RQ.SRS-007.LDAP.Configuration.User.Syntax](#rqsrs-007ldapconfigurationusersyntax)
+    * 4.2.31 [RQ.SRS-007.LDAP.Configuration.User.Name.Empty](#rqsrs-007ldapconfigurationusernameempty)
+    * 4.2.32 [RQ.SRS-007.LDAP.Configuration.User.BothPasswordAndLDAP](#rqsrs-007ldapconfigurationuserbothpasswordandldap)
+    * 4.2.33 [RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.NotDefined](#rqsrs-007ldapconfigurationuserldapinvalidservernamenotdefined)
+    * 4.2.34 [RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.Empty](#rqsrs-007ldapconfigurationuserldapinvalidservernameempty)
+    * 4.2.35 [RQ.SRS-007.LDAP.Configuration.User.OnlyOneServer](#rqsrs-007ldapconfigurationuseronlyoneserver)
+    * 4.2.36 [RQ.SRS-007.LDAP.Configuration.User.Name.Long](#rqsrs-007ldapconfigurationusernamelong)
+    * 4.2.37 [RQ.SRS-007.LDAP.Configuration.User.Name.UTF8](#rqsrs-007ldapconfigurationusernameutf8)
+    * 4.2.38 [RQ.SRS-007.LDAP.Authentication.Username.Empty](#rqsrs-007ldapauthenticationusernameempty)
+    * 4.2.39 [RQ.SRS-007.LDAP.Authentication.Username.Long](#rqsrs-007ldapauthenticationusernamelong)
+    * 4.2.40 [RQ.SRS-007.LDAP.Authentication.Username.UTF8](#rqsrs-007ldapauthenticationusernameutf8)
+    * 4.2.41 [RQ.SRS-007.LDAP.Authentication.Password.Empty](#rqsrs-007ldapauthenticationpasswordempty)
+    * 4.2.42 [RQ.SRS-007.LDAP.Authentication.Password.Long](#rqsrs-007ldapauthenticationpasswordlong)
+    * 4.2.43 [RQ.SRS-007.LDAP.Authentication.Password.UTF8](#rqsrs-007ldapauthenticationpasswordutf8)
+* 5 [References](#references)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Git]'s [Revision History].
+
+## Introduction
+
+[ClickHouse] currently does not have any integration with [LDAP].
+As the initial step in integrating with [LDAP] this software requirements specification covers
+only the requirements to enable authentication of users using an [LDAP] server.
+
+## Terminology
+
+* **CA** -
+  Certificate Authority ([CA])
+
+* **LDAP** -
+  Lightweight Directory Access Protocol ([LDAP])
+
+## Requirements
+
+### Generic
+
+#### RQ.SRS-007.LDAP.Authentication
+version: 1.0
+
+[ClickHouse] SHALL support user authentication via an [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.MultipleServers
+version: 1.0
+
+[ClickHouse] SHALL support specifying multiple [LDAP] servers that can be used to authenticate
+users.
+
+#### RQ.SRS-007.LDAP.Authentication.Protocol.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support user authentication using plain text `ldap://` non secure protocol.
+
+#### RQ.SRS-007.LDAP.Authentication.Protocol.TLS
+version: 1.0
+
+[ClickHouse] SHALL support user authentication using `SSL/TLS` `ldaps://` secure protocol.
+
+#### RQ.SRS-007.LDAP.Authentication.Protocol.StartTLS
+version: 1.0
+
+[ClickHouse] SHALL support user authentication using legacy `StartTLS` protocol which is a
+plain text `ldap://` protocol that is upgraded to [TLS].
+
+#### RQ.SRS-007.LDAP.Authentication.TLS.Certificate.Validation
+version: 1.0
+
+[ClickHouse] SHALL support certificate validation used for [TLS] connections.
+
+#### RQ.SRS-007.LDAP.Authentication.TLS.Certificate.SelfSigned
+version: 1.0
+
+[ClickHouse] SHALL support self-signed certificates for [TLS] connections.
+
+#### RQ.SRS-007.LDAP.Authentication.TLS.Certificate.SpecificCertificationAuthority
+version: 1.0
+
+[ClickHouse] SHALL support certificates signed by specific Certification Authority for [TLS] connections.
+
+#### RQ.SRS-007.LDAP.Server.Configuration.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server configuration is not valid.
+
+#### RQ.SRS-007.LDAP.User.Configuration.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit user login if user configuration is not valid.
+
+#### RQ.SRS-007.LDAP.Authentication.Mechanism.Anonymous
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication using [Anonymous Authentication Mechanism of Simple Bind]
+authentication mechanism.
+
+#### RQ.SRS-007.LDAP.Authentication.Mechanism.Unauthenticated
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication using [Unauthenticated Authentication Mechanism of Simple Bind]
+authentication mechanism.
+
+#### RQ.SRS-007.LDAP.Authentication.Mechanism.NamePassword
+version: 1.0
+
+[ClickHouse] SHALL allow authentication using only [Name/Password Authentication Mechanism of Simple Bind]
+authentication mechanism.
+
+#### RQ.SRS-007.LDAP.Authentication.Valid
+version: 1.0
+
+[ClickHouse] SHALL only allow user authentication using [LDAP] server if and only if
+user name and password match [LDAP] server records for the user.
+
+#### RQ.SRS-007.LDAP.Authentication.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if either user name or password
+do not match [LDAP] server records for the user.
+
+#### RQ.SRS-007.LDAP.Authentication.Invalid.DeletedUser
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if the user
+has been deleted from the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.UsernameChanged
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if the username is changed
+on the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.PasswordChanged
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if the password
+for the user is changed on the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.LDAPServerRestart
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users after [LDAP] server is restarted.
+
+#### RQ.SRS-007.LDAP.Authentication.ClickHouseServerRestart
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users after server is restarted.
+
+#### RQ.SRS-007.LDAP.Authentication.Parallel
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of users using [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.Parallel.ValidAndInvalid
+version: 1.0
+
+[ClickHouse] SHALL support authentication of valid users and
+prohibit authentication of invalid users using [LDAP] server
+in parallel without having invalid attempts affecting valid authentications.
+
+### Specific
+
+#### RQ.SRS-007.LDAP.UnreachableServer
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server is unreachable.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.Name
+version: 1.0
+
+[ClickHouse] SHALL not support empty string as a server name.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.Host
+version: 1.0
+
+[ClickHouse] SHALL support `<host>` parameter to specify [LDAP]
+server hostname or IP, this parameter SHALL be mandatory and SHALL not be empty.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.Port
+version: 1.0
+
+[ClickHouse] SHALL support `<port>` parameter to specify [LDAP] server port.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.Port.Default
+version: 1.0
+
+[ClickHouse] SHALL use default port number `636` if `enable_tls` is set to `yes` or `389` otherwise.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Prefix
+version: 1.0
+
+[ClickHouse] SHALL support `<auth_dn_prefix>` parameter to specify the prefix
+of value used to construct the DN to bound to during authentication via [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Suffix
+version: 1.0
+
+[ClickHouse] SHALL support `<auth_dn_suffix>` parameter to specify the suffix
+of value used to construct the DN to bound to during authentication via [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Value
+version: 1.0
+
+[ClickHouse] SHALL construct DN as  `auth_dn_prefix + escape(user_name) + auth_dn_suffix` string.
+
+> This implies that auth_dn_suffix should usually have comma ',' as its first non-space character.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.EnableTLS
+version: 1.0
+
+[ClickHouse] SHALL support `<enable_tls>` parameter to trigger the use of secure connection to the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.Default
+version: 1.0
+
+[ClickHouse] SHALL use `yes` value as the default for `<enable_tls>` parameter
+to enable SSL/TLS `ldaps://` protocol.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.No
+version: 1.0
+
+[ClickHouse] SHALL support specifying `no` as the value of `<enable_tls>` parameter to enable
+plain text `ldap://` protocol.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.Yes
+version: 1.0
+
+[ClickHouse] SHALL support specifying `yes` as the value of `<enable_tls>` parameter to enable
+SSL/TLS `ldaps://` protocol.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.StartTLS
+version: 1.0
+
+[ClickHouse] SHALL support specifying `starttls` as the value of `<enable_tls>` parameter to enable
+legacy `StartTLS` protocol that used plain text `ldap://` protocol, upgraded to [TLS].
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_minimum_protocol_version>` parameter to specify
+the minimum protocol version of SSL/TLS.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion.Values
+version: 1.0
+
+[ClickHouse] SHALL support specifying `ssl2`, `ssl3`, `tls1.0`, `tls1.1`, and `tls1.2`
+as a value of the `<tls_minimum_protocol_version>` parameter.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion.Default
+version: 1.0
+
+[ClickHouse] SHALL set `tls1.2` as the default value of the `<tls_minimum_protocol_version>` parameter.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_require_cert>` parameter to specify [TLS] peer
+certificate verification behavior.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Default
+version: 1.0
+
+[ClickHouse] SHALL use `demand` value as the default for the `<tls_require_cert>` parameter.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Demand
+version: 1.0
+
+[ClickHouse] SHALL support specifying `demand` as the value of `<tls_require_cert>` parameter to
+enable requesting of client certificate.  If no certificate  is  provided,  or  a  bad   certificate   is
+provided, the session SHALL be immediately terminated.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Allow
+version: 1.0
+
+[ClickHouse] SHALL support specifying `allow` as the value of `<tls_require_cert>` parameter to
+enable requesting of client certificate. If no
+certificate is provided, the session SHALL proceed normally.
+If a bad certificate is provided, it SHALL be ignored and the session SHALL proceed normally.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Try
+version: 1.0
+
+[ClickHouse] SHALL support specifying `try` as the value of `<tls_require_cert>` parameter to
+enable requesting of client certificate. If no certificate is provided, the session
+SHALL proceed  normally.  If a bad certificate is provided, the session SHALL be
+immediately terminated.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Never
+version: 1.0
+
+[ClickHouse] SHALL support specifying `never` as the value of `<tls_require_cert>` parameter to
+disable requesting of client certificate.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSCertFile
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_cert_file>` to specify the path to certificate file used by
+[ClickHouse] to establish connection with the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSKeyFile
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_key_file>` to specify the path to key file for the certificate
+specified by the `<tls_cert_file>` parameter.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSCACertDir
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_ca_cert_dir>` parameter to specify to a path to
+the directory containing [CA] certificates used to verify certificates provided by the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSCACertFile
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_ca_cert_file>` parameter to specify a path to a specific
+[CA] certificate file used to verify certificates provided by the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.TLSCipherSuite
+version: 1.0
+
+[ClickHouse] SHALL support `tls_cipher_suite` parameter to specify allowed cipher suites.
+The value SHALL use the same format as the `ciphersuites` in the [OpenSSL Ciphers].
+
+For example,
+
+```xml
+<tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
+```
+
+The available suites SHALL depend on the [OpenSSL] library version and variant used to build
+[ClickHouse] and therefore might change.
+
+#### RQ.SRS-007.LDAP.Configuration.Server.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following example syntax to create an entry for an [LDAP] server inside the `config.xml`
+configuration file or of any configuration file inside the `config.d` directory.
+
+```xml
+<yandex>
+    <my_ldap_server>
+        <host>localhost</host>
+        <port>636</port>
+        <auth_dn_prefix>cn=</auth_dn_prefix>
+        <auth_dn_suffix>, ou=users, dc=example, dc=com</auth_dn_suffix>
+        <enable_tls>yes</enable_tls>
+        <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>
+        <tls_require_cert>demand</tls_require_cert>
+        <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>
+        <tls_key_file>/path/to/tls_key_file</tls_key_file>
+        <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>
+        <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>
+        <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
+    </my_ldap_server>
+</yandex>
+```
+
+#### RQ.SRS-007.LDAP.Configuration.User.RBAC
+version: 1.0
+
+[ClickHouse] SHALL support creating users identified using an [LDAP] server using
+the following RBAC command
+
+```sql
+CREATE USER name IDENTIFIED WITH ldap_server BY 'server_name'
+```
+
+#### RQ.SRS-007.LDAP.Configuration.User.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following example syntax to create a user that is authenticated using
+an [LDAP] server inside the `users.xml` file or any configuration file inside the `users.d` directory.
+
+```xml
+<yandex>
+    <users>
+        <user_name>
+            <ldap>
+                <server>my_ldap_server</server>
+            </ldap>
+        </user_name>
+    </users>
+</yandex>
+```
+
+#### RQ.SRS-007.LDAP.Configuration.User.Name.Empty
+version: 1.0
+
+[ClickHouse] SHALL not support empty string as a user name.
+
+#### RQ.SRS-007.LDAP.Configuration.User.BothPasswordAndLDAP
+version: 1.0
+
+[ClickHouse] SHALL throw an error if `<ldap>` is specified for the user and at the same
+time user configuration contains any of the `<password*>` entries.
+
+#### RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.NotDefined
+version: 1.0
+
+[ClickHouse] SHALL throw an error during any authentication attempt
+if the name of the [LDAP] server used inside the `<ldap>` entry
+is not defined in the `<ldap_servers>` section.
+
+#### RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.Empty
+version: 1.0
+
+[ClickHouse] SHALL throw an error during any authentication attempt
+if the name of the [LDAP] server used inside the `<ldap>` entry
+is empty.
+
+#### RQ.SRS-007.LDAP.Configuration.User.OnlyOneServer
+version: 1.0
+
+[ClickHouse] SHALL support specifying only one [LDAP] server for a given user.
+
+#### RQ.SRS-007.LDAP.Configuration.User.Name.Long
+version: 1.0
+
+[ClickHouse] SHALL support long user names of at least 256 bytes
+to specify users that can be authenticated using an [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Configuration.User.Name.UTF8
+version: 1.0
+
+[ClickHouse] SHALL support user names that contain [UTF-8] characters.
+
+#### RQ.SRS-007.LDAP.Authentication.Username.Empty
+version: 1.0
+
+[ClickHouse] SHALL not support authenticating users with empty username.
+
+#### RQ.SRS-007.LDAP.Authentication.Username.Long
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users with a long username of at least 256 bytes.
+
+#### RQ.SRS-007.LDAP.Authentication.Username.UTF8
+version: 1.0
+
+[ClickHouse] SHALL support authentication users with a username that contains [UTF-8] characters.
+
+#### RQ.SRS-007.LDAP.Authentication.Password.Empty
+version: 1.0
+
+[ClickHouse] SHALL not support authenticating users with empty passwords
+even if an empty password is valid for the user and
+is allowed by the [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.Password.Long
+version: 1.0
+
+[ClickHouse] SHALL support long password of at least 256 bytes
+that can be used to authenticate users using an [LDAP] server.
+
+#### RQ.SRS-007.LDAP.Authentication.Password.UTF8
+version: 1.0
+
+[ClickHouse] SHALL support [UTF-8] characters in passwords
+used to authenticate users using an [LDAP] server.
+
+## References
+
+* **ClickHouse:** https://clickhouse.tech
+
+[Anonymous Authentication Mechanism of Simple Bind]: https://ldapwiki.com/wiki/Simple%20Authentication#section-Simple+Authentication-AnonymousAuthenticationMechanismOfSimpleBind
+[Unauthenticated Authentication Mechanism of Simple Bind]: https://ldapwiki.com/wiki/Simple%20Authentication#section-Simple+Authentication-UnauthenticatedAuthenticationMechanismOfSimpleBind
+[Name/Password Authentication Mechanism of Simple Bind]: https://ldapwiki.com/wiki/Simple%20Authentication#section-Simple+Authentication-NamePasswordAuthenticationMechanismOfSimpleBind
+[UTF-8]: https://en.wikipedia.org/wiki/UTF-8
+[OpenSSL]: https://www.openssl.org/
+[OpenSSL Ciphers]: https://www.openssl.org/docs/manmaster/man1/openssl-ciphers.html
+[CA]: https://en.wikipedia.org/wiki/Certificate_authority
+[TLS]: https://en.wikipedia.org/wiki/Transport_Layer_Security
+[LDAP]: https://en.wikipedia.org/wiki/Lightweight_Directory_Access_Protocol
+[ClickHouse]: https://clickhouse.tech
+[GitHub]: https://github.com
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/ldap/authentication/requirements/requirements.md
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/ldap/authentication/requirements/requirements.md
+[Git]: https://git-scm.com/
+''')
+
 RQ_SRS_007_LDAP_Authentication = Requirement(
         name='RQ.SRS-007.LDAP.Authentication',
         version='1.0',
@@ -14,9 +575,9 @@ RQ_SRS_007_LDAP_Authentication = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support user authentication via an [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_MultipleServers = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.MultipleServers',
@@ -28,9 +589,9 @@ RQ_SRS_007_LDAP_Authentication_MultipleServers = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying multiple [LDAP] servers that can be used to authenticate\n'
         'users.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Protocol_PlainText = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Protocol.PlainText',
@@ -41,9 +602,9 @@ RQ_SRS_007_LDAP_Authentication_Protocol_PlainText = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support user authentication using plain text `ldap://` non secure protocol.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Protocol_TLS = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Protocol.TLS',
@@ -54,9 +615,9 @@ RQ_SRS_007_LDAP_Authentication_Protocol_TLS = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support user authentication using `SSL/TLS` `ldaps://` secure protocol.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Protocol_StartTLS = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Protocol.StartTLS',
@@ -68,9 +629,9 @@ RQ_SRS_007_LDAP_Authentication_Protocol_StartTLS = Requirement(
         description=(
         '[ClickHouse] SHALL support user authentication using legacy `StartTLS` protocol which is a\n'
         'plain text `ldap://` protocol that is upgraded to [TLS].\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_TLS_Certificate_Validation = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.TLS.Certificate.Validation',
@@ -81,9 +642,9 @@ RQ_SRS_007_LDAP_Authentication_TLS_Certificate_Validation = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support certificate validation used for [TLS] connections.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_TLS_Certificate_SelfSigned = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.TLS.Certificate.SelfSigned',
@@ -94,9 +655,9 @@ RQ_SRS_007_LDAP_Authentication_TLS_Certificate_SelfSigned = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support self-signed certificates for [TLS] connections.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_TLS_Certificate_SpecificCertificationAuthority = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.TLS.Certificate.SpecificCertificationAuthority',
@@ -107,9 +668,9 @@ RQ_SRS_007_LDAP_Authentication_TLS_Certificate_SpecificCertificationAuthority =
         uid=None,
         description=(
         '[ClickHouse] SHALL support certificates signed by specific Certification Authority for [TLS] connections.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Server_Configuration_Invalid = Requirement(
         name='RQ.SRS-007.LDAP.Server.Configuration.Invalid',
@@ -120,9 +681,9 @@ RQ_SRS_007_LDAP_Server_Configuration_Invalid = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server configuration is not valid.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_User_Configuration_Invalid = Requirement(
         name='RQ.SRS-007.LDAP.User.Configuration.Invalid',
@@ -133,9 +694,9 @@ RQ_SRS_007_LDAP_User_Configuration_Invalid = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL return an error and prohibit user login if user configuration is not valid.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Mechanism_Anonymous = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Mechanism.Anonymous',
@@ -147,9 +708,9 @@ RQ_SRS_007_LDAP_Authentication_Mechanism_Anonymous = Requirement(
         description=(
         '[ClickHouse] SHALL return an error and prohibit authentication using [Anonymous Authentication Mechanism of Simple Bind]\n'
         'authentication mechanism.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Mechanism_Unauthenticated = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Mechanism.Unauthenticated',
@@ -161,9 +722,9 @@ RQ_SRS_007_LDAP_Authentication_Mechanism_Unauthenticated = Requirement(
         description=(
         '[ClickHouse] SHALL return an error and prohibit authentication using [Unauthenticated Authentication Mechanism of Simple Bind]\n'
         'authentication mechanism.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Mechanism_NamePassword = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Mechanism.NamePassword',
@@ -175,9 +736,9 @@ RQ_SRS_007_LDAP_Authentication_Mechanism_NamePassword = Requirement(
         description=(
         '[ClickHouse] SHALL allow authentication using only [Name/Password Authentication Mechanism of Simple Bind]\n'
         'authentication mechanism.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Valid = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Valid',
@@ -189,9 +750,9 @@ RQ_SRS_007_LDAP_Authentication_Valid = Requirement(
         description=(
         '[ClickHouse] SHALL only allow user authentication using [LDAP] server if and only if\n'
         'user name and password match [LDAP] server records for the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Invalid = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Invalid',
@@ -203,9 +764,9 @@ RQ_SRS_007_LDAP_Authentication_Invalid = Requirement(
         description=(
         '[ClickHouse] SHALL return an error and prohibit authentication if either user name or password\n'
         'do not match [LDAP] server records for the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Invalid_DeletedUser = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Invalid.DeletedUser',
@@ -217,9 +778,9 @@ RQ_SRS_007_LDAP_Authentication_Invalid_DeletedUser = Requirement(
         description=(
         '[ClickHouse] SHALL return an error and prohibit authentication if the user\n'
         'has been deleted from the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_UsernameChanged = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.UsernameChanged',
@@ -231,9 +792,9 @@ RQ_SRS_007_LDAP_Authentication_UsernameChanged = Requirement(
         description=(
         '[ClickHouse] SHALL return an error and prohibit authentication if the username is changed\n'
         'on the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_PasswordChanged = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.PasswordChanged',
@@ -245,9 +806,9 @@ RQ_SRS_007_LDAP_Authentication_PasswordChanged = Requirement(
         description=(
         '[ClickHouse] SHALL return an error and prohibit authentication if the password\n'
         'for the user is changed on the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_LDAPServerRestart = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.LDAPServerRestart',
@@ -258,9 +819,9 @@ RQ_SRS_007_LDAP_Authentication_LDAPServerRestart = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support authenticating users after [LDAP] server is restarted.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_ClickHouseServerRestart = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.ClickHouseServerRestart',
@@ -271,9 +832,9 @@ RQ_SRS_007_LDAP_Authentication_ClickHouseServerRestart = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support authenticating users after server is restarted.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Parallel = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Parallel',
@@ -284,9 +845,9 @@ RQ_SRS_007_LDAP_Authentication_Parallel = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support parallel authentication of users using [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Parallel_ValidAndInvalid = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Parallel.ValidAndInvalid',
@@ -299,9 +860,9 @@ RQ_SRS_007_LDAP_Authentication_Parallel_ValidAndInvalid = Requirement(
         '[ClickHouse] SHALL support authentication of valid users and\n'
         'prohibit authentication of invalid users using [LDAP] server\n'
         'in parallel without having invalid attempts affecting valid authentications.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_UnreachableServer = Requirement(
         name='RQ.SRS-007.LDAP.UnreachableServer',
@@ -312,9 +873,9 @@ RQ_SRS_007_LDAP_UnreachableServer = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server is unreachable.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_Name = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.Name',
@@ -325,9 +886,9 @@ RQ_SRS_007_LDAP_Configuration_Server_Name = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL not support empty string as a server name.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_Host = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.Host',
@@ -339,9 +900,9 @@ RQ_SRS_007_LDAP_Configuration_Server_Host = Requirement(
         description=(
         '[ClickHouse] SHALL support `<host>` parameter to specify [LDAP]\n'
         'server hostname or IP, this parameter SHALL be mandatory and SHALL not be empty.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_Port = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.Port',
@@ -352,9 +913,9 @@ RQ_SRS_007_LDAP_Configuration_Server_Port = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support `<port>` parameter to specify [LDAP] server port.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_Port_Default = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.Port.Default',
@@ -365,9 +926,9 @@ RQ_SRS_007_LDAP_Configuration_Server_Port_Default = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL use default port number `636` if `enable_tls` is set to `yes` or `389` otherwise.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_AuthDN_Prefix = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Prefix',
@@ -379,9 +940,9 @@ RQ_SRS_007_LDAP_Configuration_Server_AuthDN_Prefix = Requirement(
         description=(
         '[ClickHouse] SHALL support `<auth_dn_prefix>` parameter to specify the prefix\n'
         'of value used to construct the DN to bound to during authentication via [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_AuthDN_Suffix = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Suffix',
@@ -393,9 +954,9 @@ RQ_SRS_007_LDAP_Configuration_Server_AuthDN_Suffix = Requirement(
         description=(
         '[ClickHouse] SHALL support `<auth_dn_suffix>` parameter to specify the suffix\n'
         'of value used to construct the DN to bound to during authentication via [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_AuthDN_Value = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.AuthDN.Value',
@@ -408,9 +969,9 @@ RQ_SRS_007_LDAP_Configuration_Server_AuthDN_Value = Requirement(
         '[ClickHouse] SHALL construct DN as  `auth_dn_prefix + escape(user_name) + auth_dn_suffix` string.\n'
         '\n'
         "> This implies that auth_dn_suffix should usually have comma ',' as its first non-space character.\n"
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_EnableTLS = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.EnableTLS',
@@ -421,9 +982,9 @@ RQ_SRS_007_LDAP_Configuration_Server_EnableTLS = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support `<enable_tls>` parameter to trigger the use of secure connection to the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_Default = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.Default',
@@ -435,9 +996,9 @@ RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_Default = Requirement(
         description=(
         '[ClickHouse] SHALL use `yes` value as the default for `<enable_tls>` parameter\n'
         'to enable SSL/TLS `ldaps://` protocol.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_No = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.No',
@@ -449,9 +1010,9 @@ RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_No = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying `no` as the value of `<enable_tls>` parameter to enable\n'
         'plain text `ldap://` protocol.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_Yes = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.Yes',
@@ -463,9 +1024,9 @@ RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_Yes = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying `yes` as the value of `<enable_tls>` parameter to enable\n'
         'SSL/TLS `ldaps://` protocol.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_StartTLS = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.EnableTLS.Options.StartTLS',
@@ -477,9 +1038,9 @@ RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_StartTLS = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying `starttls` as the value of `<enable_tls>` parameter to enable\n'
         'legacy `StartTLS` protocol that used plain text `ldap://` protocol, upgraded to [TLS].\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSMinimumProtocolVersion = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion',
@@ -491,9 +1052,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSMinimumProtocolVersion = Requirement(
         description=(
         '[ClickHouse] SHALL support `<tls_minimum_protocol_version>` parameter to specify\n'
         'the minimum protocol version of SSL/TLS.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSMinimumProtocolVersion_Values = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion.Values',
@@ -505,9 +1066,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSMinimumProtocolVersion_Values = Requirem
         description=(
         '[ClickHouse] SHALL support specifying `ssl2`, `ssl3`, `tls1.0`, `tls1.1`, and `tls1.2`\n'
         'as a value of the `<tls_minimum_protocol_version>` parameter.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSMinimumProtocolVersion_Default = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSMinimumProtocolVersion.Default',
@@ -518,9 +1079,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSMinimumProtocolVersion_Default = Require
         uid=None,
         description=(
         '[ClickHouse] SHALL set `tls1.2` as the default value of the `<tls_minimum_protocol_version>` parameter.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert',
@@ -532,9 +1093,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert = Requirement(
         description=(
         '[ClickHouse] SHALL support `<tls_require_cert>` parameter to specify [TLS] peer\n'
         'certificate verification behavior.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Default = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Default',
@@ -545,9 +1106,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Default = Requiremen
         uid=None,
         description=(
         '[ClickHouse] SHALL use `demand` value as the default for the `<tls_require_cert>` parameter.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Demand = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Demand',
@@ -560,9 +1121,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Demand = Requirement
         '[ClickHouse] SHALL support specifying `demand` as the value of `<tls_require_cert>` parameter to\n'
         'enable requesting of client certificate.  If no certificate  is  provided,  or  a  bad   certificate   is\n'
         'provided, the session SHALL be immediately terminated.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Allow = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Allow',
@@ -576,9 +1137,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Allow = Requirement(
         'enable requesting of client certificate. If no\n'
         'certificate is provided, the session SHALL proceed normally.\n'
         'If a bad certificate is provided, it SHALL be ignored and the session SHALL proceed normally.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Try = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Try',
@@ -592,9 +1153,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Try = Requirement(
         'enable requesting of client certificate. If no certificate is provided, the session\n'
         'SHALL proceed  normally.  If a bad certificate is provided, the session SHALL be\n'
         'immediately terminated.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Never = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSRequireCert.Options.Never',
@@ -606,9 +1167,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Never = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying `never` as the value of `<tls_require_cert>` parameter to\n'
         'disable requesting of client certificate.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSCertFile = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSCertFile',
@@ -620,9 +1181,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSCertFile = Requirement(
         description=(
         '[ClickHouse] SHALL support `<tls_cert_file>` to specify the path to certificate file used by\n'
         '[ClickHouse] to establish connection with the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSKeyFile = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSKeyFile',
@@ -634,9 +1195,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSKeyFile = Requirement(
         description=(
         '[ClickHouse] SHALL support `<tls_key_file>` to specify the path to key file for the certificate\n'
         'specified by the `<tls_cert_file>` parameter.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSCACertDir = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSCACertDir',
@@ -648,9 +1209,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSCACertDir = Requirement(
         description=(
         '[ClickHouse] SHALL support `<tls_ca_cert_dir>` parameter to specify to a path to\n'
         'the directory containing [CA] certificates used to verify certificates provided by the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSCACertFile = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSCACertFile',
@@ -662,9 +1223,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSCACertFile = Requirement(
         description=(
         '[ClickHouse] SHALL support `<tls_ca_cert_file>` parameter to specify a path to a specific\n'
         '[CA] certificate file used to verify certificates provided by the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_TLSCipherSuite = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.TLSCipherSuite',
@@ -685,9 +1246,9 @@ RQ_SRS_007_LDAP_Configuration_Server_TLSCipherSuite = Requirement(
         '\n'
         'The available suites SHALL depend on the [OpenSSL] library version and variant used to build\n'
         '[ClickHouse] and therefore might change.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_Server_Syntax = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.Server.Syntax',
@@ -718,9 +1279,9 @@ RQ_SRS_007_LDAP_Configuration_Server_Syntax = Requirement(
         '    </my_ldap_server>\n'
         '</yandex>\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_RBAC = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.RBAC',
@@ -736,9 +1297,9 @@ RQ_SRS_007_LDAP_Configuration_User_RBAC = Requirement(
         '```sql\n'
         "CREATE USER name IDENTIFIED WITH ldap_server BY 'server_name'\n"
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_Syntax = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.Syntax',
@@ -762,9 +1323,9 @@ RQ_SRS_007_LDAP_Configuration_User_Syntax = Requirement(
         '    </users>\n'
         '</yandex>\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_Name_Empty = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.Name.Empty',
@@ -775,9 +1336,9 @@ RQ_SRS_007_LDAP_Configuration_User_Name_Empty = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL not support empty string as a user name.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_BothPasswordAndLDAP = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.BothPasswordAndLDAP',
@@ -789,9 +1350,9 @@ RQ_SRS_007_LDAP_Configuration_User_BothPasswordAndLDAP = Requirement(
         description=(
         '[ClickHouse] SHALL throw an error if `<ldap>` is specified for the user and at the same\n'
         'time user configuration contains any of the `<password*>` entries.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_LDAP_InvalidServerName_NotDefined = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.NotDefined',
@@ -801,12 +1362,12 @@ RQ_SRS_007_LDAP_Configuration_User_LDAP_InvalidServerName_NotDefined = Requireme
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL throw an error during any authentification attempt\n'
+        '[ClickHouse] SHALL throw an error during any authentication attempt\n'
         'if the name of the [LDAP] server used inside the `<ldap>` entry\n'
         'is not defined in the `<ldap_servers>` section.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_LDAP_InvalidServerName_Empty = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.LDAP.InvalidServerName.Empty',
@@ -816,12 +1377,12 @@ RQ_SRS_007_LDAP_Configuration_User_LDAP_InvalidServerName_Empty = Requirement(
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL throw an error during any authentification attempt\n'
+        '[ClickHouse] SHALL throw an error during any authentication attempt\n'
         'if the name of the [LDAP] server used inside the `<ldap>` entry\n'
         'is empty.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_OnlyOneServer = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.OnlyOneServer',
@@ -832,9 +1393,9 @@ RQ_SRS_007_LDAP_Configuration_User_OnlyOneServer = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support specifying only one [LDAP] server for a given user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_Name_Long = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.Name.Long',
@@ -846,9 +1407,9 @@ RQ_SRS_007_LDAP_Configuration_User_Name_Long = Requirement(
         description=(
         '[ClickHouse] SHALL support long user names of at least 256 bytes\n'
         'to specify users that can be authenticated using an [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Configuration_User_Name_UTF8 = Requirement(
         name='RQ.SRS-007.LDAP.Configuration.User.Name.UTF8',
@@ -859,9 +1420,9 @@ RQ_SRS_007_LDAP_Configuration_User_Name_UTF8 = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support user names that contain [UTF-8] characters.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Username_Empty = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Username.Empty',
@@ -872,9 +1433,9 @@ RQ_SRS_007_LDAP_Authentication_Username_Empty = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL not support authenticating users with empty username.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Username_Long = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Username.Long',
@@ -885,9 +1446,9 @@ RQ_SRS_007_LDAP_Authentication_Username_Long = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support authenticating users with a long username of at least 256 bytes.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Username_UTF8 = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Username.UTF8',
@@ -898,9 +1459,9 @@ RQ_SRS_007_LDAP_Authentication_Username_UTF8 = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support authentication users with a username that contains [UTF-8] characters.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Password_Empty = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Password.Empty',
@@ -913,9 +1474,9 @@ RQ_SRS_007_LDAP_Authentication_Password_Empty = Requirement(
         '[ClickHouse] SHALL not support authenticating users with empty passwords\n'
         'even if an empty password is valid for the user and\n'
         'is allowed by the [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Password_Long = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Password.Long',
@@ -927,9 +1488,9 @@ RQ_SRS_007_LDAP_Authentication_Password_Long = Requirement(
         description=(
         '[ClickHouse] SHALL support long password of at least 256 bytes\n'
         'that can be used to authenticate users using an [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_007_LDAP_Authentication_Password_UTF8 = Requirement(
         name='RQ.SRS-007.LDAP.Authentication.Password.UTF8',
@@ -941,6 +1502,6 @@ RQ_SRS_007_LDAP_Authentication_Password_UTF8 = Requirement(
         description=(
         '[ClickHouse] SHALL support [UTF-8] characters in passwords\n'
         'used to authenticate users using an [LDAP] server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
diff --git a/tests/testflows/ldap/tests/authentications.py b/tests/testflows/ldap/authentication/tests/authentications.py
similarity index 96%
rename from tests/testflows/ldap/tests/authentications.py
rename to tests/testflows/ldap/authentication/tests/authentications.py
index a1fb27bd51a..a64a37ed686 100644
--- a/tests/testflows/ldap/tests/authentications.py
+++ b/tests/testflows/ldap/authentication/tests/authentications.py
@@ -4,8 +4,8 @@ import random
 from multiprocessing.dummy import Pool
 from testflows.core import *
 from testflows.asserts import error
-from ldap.tests.common import *
-from ldap.requirements import *
+from ldap.authentication.tests.common import *
+from ldap.authentication.requirements import *
 
 servers = {
     "openldap1": {
@@ -28,6 +28,8 @@ servers = {
 @TestStep(When)
 @Name("I login as {username} and execute query")
 def login_and_execute_query(self, username, password, exitcode=None, message=None, steps=True):
+    """Execute query as some user.
+    """
     self.context.node.query("SELECT 1",
         settings=[("user", username), ("password", password)],
         exitcode=exitcode or 0,
@@ -35,7 +37,8 @@ def login_and_execute_query(self, username, password, exitcode=None, message=Non
 
 @TestScenario
 def add_user_to_ldap_and_login(self, server, user=None, ch_user=None, login=None, exitcode=None, message=None, rbac=False):
-    """Add user to LDAP and ClickHouse and then try to login."""
+    """Add user to LDAP and ClickHouse and then try to login.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
 
     if ch_user is None:
@@ -60,7 +63,8 @@ def add_user_to_ldap_and_login(self, server, user=None, ch_user=None, login=None
     RQ_SRS_007_LDAP_Authentication_Parallel_ValidAndInvalid("1.0")
 )
 def parallel_login(self, server, user_count=10, timeout=200, rbac=False):
-    """Check that login of valid and invalid LDAP authenticated users works in parallel."""
+    """Check that login of valid and invalid LDAP authenticated users works in parallel.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
     user = None
 
@@ -114,7 +118,8 @@ def parallel_login(self, server, user_count=10, timeout=200, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Invalid_DeletedUser("1.0")
 )
 def login_after_user_is_deleted_from_ldap(self, server, rbac=False):
-    """Check that login fails after user is deleted from LDAP."""
+    """Check that login fails after user is deleted from LDAP.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
     user = None
 
@@ -146,7 +151,8 @@ def login_after_user_is_deleted_from_ldap(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_PasswordChanged("1.0")
 )
 def login_after_user_password_changed_in_ldap(self, server, rbac=False):
-    """Check that login fails after user password is changed in LDAP."""
+    """Check that login fails after user password is changed in LDAP.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
     user = None
 
@@ -182,7 +188,8 @@ def login_after_user_password_changed_in_ldap(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_UsernameChanged("1.0")
 )
 def login_after_user_cn_changed_in_ldap(self, server, rbac=False):
-    """Check that login fails after user cn is changed in LDAP."""
+    """Check that login fails after user cn is changed in LDAP.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
     user = None
     new_user = None
@@ -215,7 +222,8 @@ def login_after_user_cn_changed_in_ldap(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_LDAPServerRestart("1.0")
 )
 def login_after_ldap_server_is_restarted(self, server, timeout=60, rbac=False):
-    """Check that login succeeds after LDAP server is restarted."""
+    """Check that login succeeds after LDAP server is restarted.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
     user = None
 
@@ -250,7 +258,8 @@ def login_after_ldap_server_is_restarted(self, server, timeout=60, rbac=False):
     RQ_SRS_007_LDAP_Authentication_ClickHouseServerRestart("1.0")
 )
 def login_after_clickhouse_server_is_restarted(self, server, timeout=60, rbac=False):
-    """Check that login succeeds after ClickHouse server is restarted."""
+    """Check that login succeeds after ClickHouse server is restarted.
+    """
     self.context.ldap_node = self.context.cluster.node(server)
     user = None
 
@@ -285,7 +294,8 @@ def login_after_clickhouse_server_is_restarted(self, server, timeout=60, rbac=Fa
     RQ_SRS_007_LDAP_Authentication_Password_Empty("1.0")
 )
 def valid_username_with_valid_empty_password(self, server, rbac=False):
-    """Check that we can't login using valid username that has empty password."""
+    """Check that we can't login using valid username that has empty password.
+    """
     user = {"cn": "empty_password", "userpassword": ""}
     exitcode = 4
     message = f"DB::Exception: {user['cn']}: Authentication failed: password is incorrect or there is no user with such name"
@@ -298,7 +308,8 @@ def valid_username_with_valid_empty_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Password_Empty("1.0")
 )
 def valid_username_and_invalid_empty_password(self, server, rbac=False):
-    """Check that we can't login using valid username but invalid empty password."""
+    """Check that we can't login using valid username but invalid empty password.
+    """
     username = "user_non_empty_password"
     user = {"cn": username, "userpassword": username}
     login = {"password": ""}
@@ -313,7 +324,8 @@ def valid_username_and_invalid_empty_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Valid("1.0")
 )
 def valid_username_and_password(self, server, rbac=False):
-    """Check that we can login using valid username and password."""
+    """Check that we can login using valid username and password.
+    """
     username = "valid_username_and_password"
     user = {"cn": username, "userpassword": username}
 
@@ -326,7 +338,8 @@ def valid_username_and_password(self, server, rbac=False):
 )
 def valid_username_and_password_invalid_server(self, server=None, rbac=False):
     """Check that we can't login using valid username and valid
-    password but for a different server."""
+    password but for a different server.
+    """
     self.context.ldap_node = self.context.cluster.node("openldap1")
 
     user = {"username": "user2", "userpassword": "user2", "server": "openldap1"}
@@ -344,7 +357,8 @@ def valid_username_and_password_invalid_server(self, server=None, rbac=False):
     RQ_SRS_007_LDAP_Configuration_User_Name_Long("1.0")
 )
 def valid_long_username_and_short_password(self, server, rbac=False):
-    """Check that we can login using valid very long username and short password."""
+    """Check that we can login using valid very long username and short password.
+    """
     username = "long_username_12345678901234567890123456789012345678901234567890123456789012345678901234567890"
     user = {"cn": username, "userpassword": "long_username"}
 
@@ -355,7 +369,8 @@ def valid_long_username_and_short_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Invalid("1.0")
 )
 def invalid_long_username_and_valid_short_password(self, server, rbac=False):
-    """Check that we can't login using slightly invalid long username but valid password."""
+    """Check that we can't login using slightly invalid long username but valid password.
+    """
     username = "long_username_12345678901234567890123456789012345678901234567890123456789012345678901234567890"
     user = {"cn": username, "userpassword": "long_username"}
     login = {"username": f"{username}?"}
@@ -371,7 +386,8 @@ def invalid_long_username_and_valid_short_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Password_Long("1.0")
 )
 def valid_short_username_and_long_password(self, server, rbac=False):
-    """Check that we can login using valid short username with very long password."""
+    """Check that we can login using valid short username with very long password.
+    """
     username = "long_password"
     user = {"cn": username, "userpassword": "long_password_12345678901234567890123456789012345678901234567890123456789012345678901234567890"}
     add_user_to_ldap_and_login(user=user, server=server, rbac=rbac)
@@ -381,7 +397,8 @@ def valid_short_username_and_long_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Invalid("1.0")
 )
 def valid_short_username_and_invalid_long_password(self, server, rbac=False):
-    """Check that we can't login using valid short username and invalid long password."""
+    """Check that we can't login using valid short username and invalid long password.
+    """
     username = "long_password"
     user = {"cn": username, "userpassword": "long_password_12345678901234567890123456789012345678901234567890123456789012345678901234567890"}
     login = {"password": user["userpassword"] + "1"}
@@ -396,7 +413,8 @@ def valid_short_username_and_invalid_long_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Invalid("1.0")
 )
 def valid_username_and_invalid_password(self, server, rbac=False):
-    """Check that we can't login using valid username and invalid password."""
+    """Check that we can't login using valid username and invalid password.
+    """
     username = "valid_username_and_invalid_password"
     user = {"cn": username, "userpassword": username}
     login = {"password": user["userpassword"] + "1"}
@@ -411,7 +429,8 @@ def valid_username_and_invalid_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Invalid("1.0")
 )
 def invalid_username_and_valid_password(self, server, rbac=False):
-    """Check that we can't login using slightly invalid username but valid password."""
+    """Check that we can't login using slightly invalid username but valid password.
+    """
     username = "invalid_username_and_valid_password"
     user = {"cn": username, "userpassword": username}
     login = {"username": user["cn"] + "1"}
@@ -428,7 +447,8 @@ def invalid_username_and_valid_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Configuration_User_Name_UTF8("1.0")
 )
 def valid_utf8_username_and_ascii_password(self, server, rbac=False):
-    """Check that we can login using valid utf-8 username with ascii password."""
+    """Check that we can login using valid utf-8 username with ascii password.
+    """
     username = "utf8_username_Gãńdåłf_Thê_Gręât"
     user = {"cn": username, "userpassword": "utf8_username"}
 
@@ -440,7 +460,8 @@ def valid_utf8_username_and_ascii_password(self, server, rbac=False):
     RQ_SRS_007_LDAP_Authentication_Password_UTF8("1.0")
 )
 def valid_ascii_username_and_utf8_password(self, server, rbac=False):
-    """Check that we can login using valid ascii username with utf-8 password."""
+    """Check that we can login using valid ascii username with utf-8 password.
+    """
     username = "utf8_password"
     user = {"cn": username, "userpassword": "utf8_password_Gãńdåłf_Thê_Gręât"}
 
@@ -449,7 +470,8 @@ def valid_ascii_username_and_utf8_password(self, server, rbac=False):
 @TestScenario
 def empty_username_and_empty_password(self, server=None, rbac=False):
     """Check that we can login using empty username and empty password as
-    it will use the default user and that has an empty password."""
+    it will use the default user and that has an empty password.
+    """
     login_and_execute_query(username="", password="")
 
 @TestOutline(Feature)
diff --git a/tests/testflows/ldap/tests/common.py b/tests/testflows/ldap/authentication/tests/common.py
similarity index 75%
rename from tests/testflows/ldap/tests/common.py
rename to tests/testflows/ldap/authentication/tests/common.py
index c065576c9d4..ed8d46df92b 100644
--- a/tests/testflows/ldap/tests/common.py
+++ b/tests/testflows/ldap/authentication/tests/common.py
@@ -47,7 +47,38 @@ ASCII_CHARS = string.ascii_lowercase +  string.ascii_uppercase + string.digits
 def randomword(length, chars=ASCII_CHARS):
     return ''.join(random.choice(chars) for i in range(length))
 
-def add_config(config, timeout=20, restart=False):
+def restart(node=None, safe=False, timeout=60):
+    """Restart ClickHouse server and wait for config to be reloaded.
+    """
+    with When("I restart ClickHouse server node"):
+        if node is None:
+            node = current().context.node
+
+        with node.cluster.shell(node.name) as bash:
+            bash.expect(bash.prompt)
+
+            with By("closing terminal to the node to be restarted"):
+                bash.close()
+
+            with And("getting current log size"):
+                logsize = \
+                    node.command("stat --format=%s /var/log/clickhouse-server/clickhouse-server.log").output.split(" ")[
+                    0].strip()
+
+            with And("restarting ClickHouse server"):
+                node.restart(safe=safe)
+
+            with Then("tailing the log file from using previous log size as the offset"):
+                bash.prompt = bash.__class__.prompt
+                bash.open()
+                bash.send(f"tail -c +{logsize} -f /var/log/clickhouse-server/clickhouse-server.log")
+
+            with And("waiting for config reload message in the log file"):
+                bash.expect(
+                    f"ConfigReloader: Loaded config '/etc/clickhouse-server/config.xml', performed update on configuration",
+                    timeout=timeout)
+
+def add_config(config, timeout=60, restart=False):
     """Add dynamic configuration file to ClickHouse.
 
     :param node: node
@@ -55,6 +86,64 @@ def add_config(config, timeout=20, restart=False):
     :param timeout: timeout, default: 20 sec
     """
     node = current().context.node
+
+    def check_preprocessed_config_is_updated(after_removal=False):
+        """Check that preprocessed config is updated.
+        """
+        started = time.time()
+        command = f"cat /var/lib/clickhouse/preprocessed_configs/{config.preprocessed_name} | grep {config.uid}{' > /dev/null' if not settings.debug else ''}"
+
+        while time.time() - started < timeout:
+            exitcode = node.command(command, steps=False).exitcode
+            if after_removal:
+                if exitcode == 1:
+                    break
+            else:
+                if exitcode == 0:
+                    break
+            time.sleep(1)
+
+        if settings.debug:
+            node.command(f"cat /var/lib/clickhouse/preprocessed_configs/{config.preprocessed_name}")
+
+        if after_removal:
+            assert exitcode == 1, error()
+        else:
+            assert exitcode == 0, error()
+
+    def wait_for_config_to_be_loaded():
+        """Wait for config to be loaded.
+        """
+        if restart:
+            with When("I close terminal to the node to be restarted"):
+                bash.close()
+
+            with And("I stop ClickHouse to apply the config changes"):
+                node.stop(safe=False)
+
+            with And("I get the current log size"):
+                cmd = node.cluster.command(None,
+                    f"stat --format=%s {os.environ['CLICKHOUSE_TESTS_DIR']}/_instances/{node.name}/logs/clickhouse-server.log")
+                logsize = cmd.output.split(" ")[0].strip()
+
+            with And("I start ClickHouse back up"):
+                node.start()
+
+            with Then("I tail the log file from using previous log size as the offset"):
+                bash.prompt = bash.__class__.prompt
+                bash.open()
+                bash.send(f"tail -c +{logsize} -f /var/log/clickhouse-server/clickhouse-server.log")
+
+        with Then("I wait for config reload message in the log file"):
+            if restart:
+                bash.expect(
+                    f"ConfigReloader: Loaded config '/etc/clickhouse-server/config.xml', performed update on configuration",
+                    timeout=timeout)
+            else:
+                bash.expect(
+                    f"ConfigReloader: Loaded config '/etc/clickhouse-server/{config.preprocessed_name}', performed update on configuration",
+                    timeout=timeout)
+
     try:
         with Given(f"{config.name}"):
             if settings.debug:
@@ -70,29 +159,10 @@ def add_config(config, timeout=20, restart=False):
                     node.command(command, steps=False, exitcode=0)
 
                 with Then(f"{config.preprocessed_name} should be updated", description=f"timeout {timeout}"):
-                    started = time.time()
-                    command = f"cat /var/lib/clickhouse/preprocessed_configs/{config.preprocessed_name} | grep {config.uid}{' > /dev/null' if not settings.debug else ''}"
-                    while time.time() - started < timeout:
-                        exitcode = node.command(command, steps=False).exitcode
-                        if exitcode == 0:
-                            break
-                        time.sleep(1)
-                    assert exitcode == 0, error()
+                    check_preprocessed_config_is_updated()
 
-                if restart:
-                    bash.close()
-                    logsize = node.command("ls -s --block-size=1 /var/log/clickhouse-server/clickhouse-server.log").output.split(" ")[0].strip()
-                    with When("I restart ClickHouse to apply the config changes"):
-                        node.restart(safe=False)
-                    bash.prompt = bash.__class__.prompt
-                    bash.open()
-                    bash.send(f"tail -c +{logsize} -f /var/log/clickhouse-server/clickhouse-server.log")
-
-                with When("I wait for config to be loaded"):
-                    if restart:
-                        bash.expect(f"ConfigReloader: Loaded config '/etc/clickhouse-server/config.xml', performed update on configuration", timeout=timeout)
-                    else:
-                        bash.expect(f"ConfigReloader: Loaded config '/etc/clickhouse-server/{config.preprocessed_name}', performed update on configuration", timeout=timeout)
+                with And("I wait for config to be reloaded"):
+                    wait_for_config_to_be_loaded()
         yield
     finally:
         with Finally(f"I remove {config.name}"):
@@ -103,20 +173,11 @@ def add_config(config, timeout=20, restart=False):
                 with By("removing the config file", description=config.path):
                     node.command(f"rm -rf {config.path}", exitcode=0)
 
-                with Then(f"{config.preprocessed_name} should be updated"):
-                    started = time.time()
-                    command = f"cat /var/lib/clickhouse/preprocessed_configs/{config.preprocessed_name} | grep '{config.uid}'{' > /dev/null' if not settings.debug else ''}"
-                    while time.time() - started < timeout:
-                        exitcode = node.command(command, steps=False).exitcode
-                        if exitcode == 1:
-                            break
-                        time.sleep(1)
-                    assert exitcode == 1, error()
-
-                with When("I wait for config to be loaded"):
-                    started = time.time()
-                    bash.expect(f"ConfigReloader: Loaded config '/etc/clickhouse-server/{config.preprocessed_name}', performed update on configuration", timeout=timeout)
+                with Then(f"{config.preprocessed_name} should be updated", description=f"timeout {timeout}"):
+                    check_preprocessed_config_is_updated(after_removal=True)
 
+                with And("I wait for config to be reloaded"):
+                    wait_for_config_to_be_loaded()
 
 def create_ldap_servers_config_content(servers, config_d_dir="/etc/clickhouse-server/config.d", config_file="ldap_servers.xml"):
     """Create LDAP servers configuration content.
@@ -142,7 +203,7 @@ def create_ldap_servers_config_content(servers, config_d_dir="/etc/clickhouse-se
 
 @contextmanager
 def ldap_servers(servers, config_d_dir="/etc/clickhouse-server/config.d", config_file="ldap_servers.xml",
-        timeout=20, restart=False):
+        timeout=60, restart=False):
     """Add LDAP servers configuration.
     """
     config = create_ldap_servers_config_content(servers, config_d_dir, config_file)
@@ -172,7 +233,7 @@ def create_ldap_users_config_content(*users, config_d_dir="/etc/clickhouse-serve
     return Config(content, path, name, uid, "users.xml")
 
 def add_users_identified_with_ldap(*users):
-    """Add one or more users that are identified via 
+    """Add one or more users that are identified via
     an ldap server using RBAC.
     """
     node = current().context.node
@@ -189,7 +250,7 @@ def add_users_identified_with_ldap(*users):
 
 @contextmanager
 def ldap_authenticated_users(*users, config_d_dir="/etc/clickhouse-server/users.d",
-        config_file=None, timeout=20, restart=True, config=None, rbac=False):
+        config_file=None, timeout=60, restart=True, config=None, rbac=False):
     """Add LDAP authenticated users.
     """
     if rbac:
@@ -201,7 +262,7 @@ def ldap_authenticated_users(*users, config_d_dir="/etc/clickhouse-server/users.
             config = create_ldap_users_config_content(*users, config_d_dir=config_d_dir, config_file=config_file)
         return add_config(config, restart=restart)
 
-def invalid_server_config(servers, message=None, tail=13, timeout=20):
+def invalid_server_config(servers, message=None, tail=13, timeout=60):
     """Check that ClickHouse errors when trying to load invalid LDAP servers configuration file.
     """
     node = current().context.node
@@ -230,7 +291,7 @@ def invalid_server_config(servers, message=None, tail=13, timeout=20):
             with By("removing the config file", description=config.path):
                 node.command(f"rm -rf {config.path}", exitcode=0)
 
-def invalid_user_config(servers, config, message=None, tail=13, timeout=20):
+def invalid_user_config(servers, config, message=None, tail=13, timeout=60):
     """Check that ClickHouse errors when trying to load invalid LDAP users configuration file.
     """
     node = current().context.node
@@ -288,6 +349,7 @@ def add_user_to_ldap(cn, userpassword, givenname=None, homedirectory=None, sn=No
     }
 
     lines = []
+
     for key, value in list(user.items()):
         if key.startswith("_"):
             continue
diff --git a/tests/testflows/ldap/tests/connections.py b/tests/testflows/ldap/authentication/tests/connections.py
similarity index 96%
rename from tests/testflows/ldap/tests/connections.py
rename to tests/testflows/ldap/authentication/tests/connections.py
index 8de4b3f4d01..dfb920181e1 100644
--- a/tests/testflows/ldap/tests/connections.py
+++ b/tests/testflows/ldap/authentication/tests/connections.py
@@ -1,8 +1,8 @@
 from testflows.core import *
 from testflows.asserts import error
 
-from ldap.tests.common import login
-from ldap.requirements import *
+from ldap.authentication.tests.common import login
+from ldap.authentication.requirements import *
 
 @TestScenario
 @Requirements(
@@ -98,7 +98,8 @@ def starttls_with_custom_port(self):
     login(servers, *users)
 
 def tls_connection(enable_tls, tls_require_cert):
-    """Try to login using LDAP user authentication over a TLS connection."""
+    """Try to login using LDAP user authentication over a TLS connection.
+    """
     servers = {
         "openldap2": {
             "host": "openldap2",
@@ -152,7 +153,8 @@ def tls(self):
     RQ_SRS_007_LDAP_Configuration_Server_EnableTLS_Options_Default("1.0")
 )
 def tls_enable_tls_default_yes(self):
-    """Check that the default value for the `enable_tls` is set to `yes`."""
+    """Check that the default value for the `enable_tls` is set to `yes`.
+    """
     servers = {
         "openldap2": {
             "host": "openldap2",
@@ -171,7 +173,8 @@ def tls_enable_tls_default_yes(self):
     RQ_SRS_007_LDAP_Configuration_Server_TLSRequireCert_Options_Default("1.0")
 )
 def tls_require_cert_default_demand(self):
-    """Check that the default value for the `tls_require_cert` is set to `demand`."""
+    """Check that the default value for the `tls_require_cert` is set to `demand`.
+    """
     servers = {
         "openldap2": {
             "host": "openldap2",
@@ -210,7 +213,8 @@ def starttls(self):
     RQ_SRS_007_LDAP_Configuration_Server_TLSCipherSuite("1.0")
 )
 def tls_cipher_suite(self):
-    """Check that `tls_cipher_suite` parameter can be used specify allowed cipher suites."""
+    """Check that `tls_cipher_suite` parameter can be used specify allowed cipher suites.
+    """
     servers = {
         "openldap4": {
             "host": "openldap4",
@@ -241,7 +245,8 @@ def tls_cipher_suite(self):
 ])
 def tls_minimum_protocol_version(self, version, exitcode, message):
     """Check that `tls_minimum_protocol_version` parameter can be used specify
-    to specify the minimum protocol version of SSL/TLS."""
+    to specify the minimum protocol version of SSL/TLS.
+    """
 
     servers = {
         "openldap4": {
@@ -278,6 +283,8 @@ def tls_minimum_protocol_version(self, version, exitcode, message):
 @TestFeature
 @Name("connection protocols")
 def feature(self, node="clickhouse1"):
+    """Check different LDAP connection protocols.
+    """
     self.context.node = self.context.cluster.node(node)
 
     for scenario in loads(current_module(), Scenario):
diff --git a/tests/testflows/ldap/tests/multiple_servers.py b/tests/testflows/ldap/authentication/tests/multiple_servers.py
similarity index 79%
rename from tests/testflows/ldap/tests/multiple_servers.py
rename to tests/testflows/ldap/authentication/tests/multiple_servers.py
index aefc0116fa2..c4317187b74 100644
--- a/tests/testflows/ldap/tests/multiple_servers.py
+++ b/tests/testflows/ldap/authentication/tests/multiple_servers.py
@@ -1,8 +1,8 @@
 from testflows.core import *
 from testflows.asserts import error
 
-from ldap.tests.common import login
-from ldap.requirements import RQ_SRS_007_LDAP_Authentication_MultipleServers
+from ldap.authentication.tests.common import login
+from ldap.authentication.requirements import RQ_SRS_007_LDAP_Authentication_MultipleServers
 
 @TestScenario
 @Name("multiple servers")
@@ -14,6 +14,7 @@ def scenario(self, node="clickhouse1"):
     authenticate users.
     """
     self.context.node = self.context.cluster.node(node)
+
     servers = {
         "openldap1": {
             "host": "openldap1",
@@ -35,4 +36,6 @@ def scenario(self, node="clickhouse1"):
         {"server": "openldap1", "username": "user1", "password": "user1", "login": True},
         {"server": "openldap2", "username": "user2", "password": "user2", "login": True}
     ]
-    login(servers, *users)
+
+    with When("I add multiple LDAP servers and users that use different servers and try to login"):
+        login(servers, *users)
diff --git a/tests/testflows/ldap/tests/sanity.py b/tests/testflows/ldap/authentication/tests/sanity.py
similarity index 95%
rename from tests/testflows/ldap/tests/sanity.py
rename to tests/testflows/ldap/authentication/tests/sanity.py
index 9e5d8a2ddd7..542fa2a48b1 100644
--- a/tests/testflows/ldap/tests/sanity.py
+++ b/tests/testflows/ldap/authentication/tests/sanity.py
@@ -1,7 +1,7 @@
 from testflows.core import *
 from testflows.asserts import error
 
-from ldap.tests.common import add_user_to_ldap, delete_user_from_ldap
+from ldap.authentication.tests.common import add_user_to_ldap, delete_user_from_ldap
 
 @TestScenario
 @Name("sanity")
diff --git a/tests/testflows/ldap/tests/server_config.py b/tests/testflows/ldap/authentication/tests/server_config.py
similarity index 84%
rename from tests/testflows/ldap/tests/server_config.py
rename to tests/testflows/ldap/authentication/tests/server_config.py
index f3d03434afe..f62fda0bbf7 100644
--- a/tests/testflows/ldap/tests/server_config.py
+++ b/tests/testflows/ldap/authentication/tests/server_config.py
@@ -1,7 +1,7 @@
 from testflows.core import *
 
-from ldap.tests.common import *
-from ldap.requirements import *
+from ldap.authentication.tests.common import *
+from ldap.authentication.requirements import *
 
 @TestScenario
 @Requirements(
@@ -28,7 +28,8 @@ def invalid_host(self):
     servers = {"foo": {"host": "foo", "port": "389", "enable_tls": "no"}}
     users = [{
         "server": "foo", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 20, "message": "DB::Exception: Can't contact LDAP server"
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -44,7 +45,8 @@ def empty_host(self):
     servers = {"foo": {"host": "", "port": "389", "enable_tls": "no"}}
     users = [{
         "server": "foo", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 36, "message": "DB::Exception: LDAP server 'foo' is not configured."
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -60,7 +62,8 @@ def missing_host(self):
     servers = {"foo": {"port": "389", "enable_tls": "no"}}
     users = [{
         "server": "foo", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 36, "message": "DB::Exception: LDAP server 'foo' is not configured."
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -75,7 +78,8 @@ def invalid_port(self):
     servers = {"openldap1": {"host": "openldap1", "port": "3890", "enable_tls": "no"}}
     users = [{
         "server": "openldap1", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 20, "message": "DB::Exception: Can't contact LDAP server."
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -93,7 +97,8 @@ def invalid_auth_dn_prefix(self):
     }}
     users = [{
         "server": "openldap1", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 20, "message": "DB::Exception: Invalid DN syntax: invalid DN"
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -110,7 +115,8 @@ def invalid_auth_dn_suffix(self):
     }}
     users = [{
         "server": "openldap1", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 20, "message": "DB::Exception: Invalid DN syntax: invalid DN"
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -127,7 +133,8 @@ def invalid_enable_tls_value(self):
     }}
     users = [{
         "server": "openldap1", "username": "user1", "password": "user1", "login": True,
-        "exitcode": 36, "message": "DB::Exception: LDAP server 'openldap1' is not configured"
+        "exitcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -148,7 +155,8 @@ def invalid_tls_require_cert_value(self):
     }}
     users = [{
         "server": "openldap2", "username": "user2", "password": "user2", "login": True,
-        "exitcode": 36, "message": "DB::Exception: LDAP server 'openldap2' is not configured"
+        "exitcode": 4,
+        "message": "DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -167,8 +175,8 @@ def empty_ca_cert_dir(self):
     }}
     users = [{
         "server": "openldap2", "username": "user2", "password": "user2", "login": True,
-        "exitcode": 20,
-        "message": "DB::Exception: Can't contact LDAP server: error:14000086:SSL routines::certificate verify failed (self signed certificate in certificate chain"
+        "exitcode": 4,
+        "message": "DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -187,8 +195,8 @@ def empty_ca_cert_file(self):
     }}
     users = [{
         "server": "openldap2", "username": "user2", "password": "user2", "login": True,
-        "exitcode": 20,
-        "message": "Received from localhost:9000. DB::Exception: Can't contact LDAP server: error:14000086:SSL routines::certificate verify failed (self signed certificate in certificate chain)"
+        "exitcode": 4,
+        "message": "DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
@@ -259,5 +267,6 @@ def feature(self, node="clickhouse1"):
     """Check that LDAP server configuration.
     """
     self.context.node = self.context.cluster.node(node)
+
     for scenario in loads(current_module(), Scenario):
         scenario()
diff --git a/tests/testflows/ldap/tests/user_config.py b/tests/testflows/ldap/authentication/tests/user_config.py
similarity index 96%
rename from tests/testflows/ldap/tests/user_config.py
rename to tests/testflows/ldap/authentication/tests/user_config.py
index f609231b752..36ed33ed17a 100644
--- a/tests/testflows/ldap/tests/user_config.py
+++ b/tests/testflows/ldap/authentication/tests/user_config.py
@@ -2,8 +2,8 @@ import xml.etree.ElementTree as xmltree
 
 from testflows.core import *
 
-from ldap.tests.common import *
-from ldap.requirements import *
+from ldap.authentication.tests.common import *
+from ldap.authentication.requirements import *
 
 @TestScenario
 @Requirements(
@@ -54,8 +54,8 @@ def empty_server_not_defined(self, timeout=20):
         "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
     }}
     users = [{"server": "foo", "username": "user1", "password": "user1", "login": True,
-        "errorcode": 36,
-        "message": "DB::Exception: LDAP server 'foo' is not configured"
+        "errorcode": 4,
+        "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name"
     }]
     login(servers, *users)
 
diff --git a/tests/testflows/ldap/external_user_directory/__init__.py b/tests/testflows/ldap/external_user_directory/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/ldap/external_user_directory/configs/CA/ca.crt b/tests/testflows/ldap/external_user_directory/configs/CA/ca.crt
new file mode 100644
index 00000000000..8c71e3afc91
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/CA/ca.crt
@@ -0,0 +1,22 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/CA/ca.key b/tests/testflows/ldap/external_user_directory/configs/CA/ca.key
new file mode 100644
index 00000000000..e7a7f664dcf
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/CA/ca.key
@@ -0,0 +1,30 @@
+-----BEGIN RSA PRIVATE KEY-----
+Proc-Type: 4,ENCRYPTED
+DEK-Info: AES-256-CBC,D06B9754A2069EBB4E77065DC9B605A1
+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-----END RSA PRIVATE KEY-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/CA/ca.srl b/tests/testflows/ldap/external_user_directory/configs/CA/ca.srl
new file mode 100644
index 00000000000..66feb9c8a35
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/CA/ca.srl
@@ -0,0 +1 @@
+227B125D27B6B1A4B5955361365DF8EC2D7098C1
diff --git a/tests/testflows/ldap/external_user_directory/configs/CA/dhparam.pem b/tests/testflows/ldap/external_user_directory/configs/CA/dhparam.pem
new file mode 100644
index 00000000000..554d75696ee
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/CA/dhparam.pem
@@ -0,0 +1,8 @@
+-----BEGIN DH PARAMETERS-----
+MIIBCAKCAQEA1iatTn4jdw1WIu09qeLj8OEeLhzG/w2lI4RUeJT9nU+WTwegpvLN
+/MvrIMIKHRmItyxgraYFau2moC7RKm7OKLmFt6e34QeMvM1vXpuwQav6mfp8GsYL
+mEIw5riFcB73E32NN3g7qmfmurkTF28BohmqhuQp2et7FNoGBKQ6ePZzGHWil3yG
+nEnCwyK0o3eP2IEytx2N50uUWVdfg3MN34L3wqpUivArrjBkoMpqm3/V3wdfoYG9
+ZQkH0gIxT/2FIixCLGlfBsJ1qA/Apz1BJZbGqVu5M5iiQmq+LWN5JLS3xYai4wJL
+rIY8DhjbciSNVWkwTJHzaLwIQa9a6p6mUwIBAg==
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/CA/passphrase.txt b/tests/testflows/ldap/external_user_directory/configs/CA/passphrase.txt
new file mode 100644
index 00000000000..2cf58b2364c
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/CA/passphrase.txt
@@ -0,0 +1 @@
+altinity
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/common.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/common.xml
new file mode 100644
index 00000000000..df952b28c82
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/common.xml
@@ -0,0 +1,6 @@
+<yandex>
+    <timezone>Europe/Moscow</timezone>
+    <listen_host replace="replace">0.0.0.0</listen_host>
+    <path>/var/lib/clickhouse/</path>
+    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/logs.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/logs.xml
new file mode 100644
index 00000000000..bdf1bbc11c1
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/logs.xml
@@ -0,0 +1,17 @@
+<yandex>
+    <shutdown_wait_unfinished>3</shutdown_wait_unfinished>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>500</flush_interval_milliseconds>
+    </part_log>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/ports.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/ports.xml
new file mode 100644
index 00000000000..fbc6cea74c0
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/ports.xml
@@ -0,0 +1,5 @@
+<?xml version="1.0"?>
+<yandex>
+    <https_port>8443</https_port>
+    <tcp_port_secure>9440</tcp_port_secure>
+</yandex>
\ No newline at end of file
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/remote.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/remote.xml
new file mode 100644
index 00000000000..51be2a6e8e3
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/remote.xml
@@ -0,0 +1,107 @@
+<?xml version="1.0"?>
+<yandex>
+    <remote_servers>
+        <replicated_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </replicated_cluster>
+        <!--
+        <replicated_cluster_readonly>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                    <user>readonly</user>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                    <user>readonly</user>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                    <user>readonly</user>
+                </replica>
+            </shard>
+        </replicated_cluster_readonly>
+        -->
+        <replicated_cluster_secure>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </replicated_cluster_secure>
+        <sharded_cluster>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </sharded_cluster>
+        <sharded_cluster_secure>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </sharded_cluster_secure>
+    </remote_servers>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/ssl.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/ssl.xml
new file mode 100644
index 00000000000..ca65ffd5e04
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/ssl.xml
@@ -0,0 +1,17 @@
+<yandex>
+    <openSSL>
+        <server>
+            <certificateFile>/etc/clickhouse-server/ssl/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/ssl/server.key</privateKeyFile>
+            <verificationMode>none</verificationMode>
+            <cacheSessions>true</cacheSessions>
+        </server>
+        <client>
+            <cacheSessions>true</cacheSessions>
+            <verificationMode>none</verificationMode>
+            <invalidCertificateHandler>
+                <name>AcceptCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/storage.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/storage.xml
new file mode 100644
index 00000000000..618fd6b6d24
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/storage.xml
@@ -0,0 +1,20 @@
+<yandex>
+
+<storage_configuration>
+    <disks>
+        <default>
+            <keep_free_space_bytes>1024</keep_free_space_bytes>
+        </default>
+    </disks>
+    <policies>
+        <default>
+            <volumes>
+                <default>
+                    <disk>default</disk>
+                </default>
+            </volumes>
+        </default>
+    </policies>
+</storage_configuration>
+
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/zookeeper.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/zookeeper.xml
new file mode 100644
index 00000000000..96270e7b645
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.d/zookeeper.xml
@@ -0,0 +1,10 @@
+<?xml version="1.0"?>
+<yandex>
+    <zookeeper>
+	    <node index="1">
+		    <host>zookeeper</host>
+		    <port>2181</port>
+	    </node>
+        <session_timeout_ms>15000</session_timeout_ms>
+    </zookeeper>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml
new file mode 100644
index 00000000000..e28a0c8e255
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml
@@ -0,0 +1,442 @@
+<?xml version="1.0"?>
+<!--
+  NOTE: User and query level settings are set up in "users.xml" file.
+-->
+<yandex>
+    <logger>
+        <!-- Possible levels: https://github.com/pocoproject/poco/blob/develop/Foundation/include/Poco/Logger.h#L105 -->
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/clickhouse-server.log</log>
+        <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <!-- <console>1</console> --> <!-- Default behavior is autodetection (log to console if not daemon mode and is tty) -->
+    </logger>
+    <!--display_name>production</display_name--> <!-- It is the name that will be shown in the client -->
+    <http_port>8123</http_port>
+    <tcp_port>9000</tcp_port>
+
+    <!-- For HTTPS and SSL over native protocol. -->
+    <!--
+    <https_port>8443</https_port>
+    <tcp_port_secure>9440</tcp_port_secure>
+    -->
+
+    <!-- Used with https_port and tcp_port_secure. Full ssl options list: https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h#L71 -->
+    <openSSL>
+        <server> <!-- Used for https server AND secure tcp port -->
+            <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
+            <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
+            <!-- openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096 -->
+            <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
+            <verificationMode>none</verificationMode>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+        </server>
+
+        <client> <!-- Used for connecting to https dictionary source -->
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+            <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
+            <invalidCertificateHandler>
+                <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
+                <name>RejectCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+
+    <!-- Default root page on http[s] server. For example load UI from https://tabix.io/ when opening http://localhost:8123 -->
+    <!--
+    <http_server_default_response><![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]></http_server_default_response>
+    -->
+
+    <!-- Port for communication between replicas. Used for data exchange. -->
+    <interserver_http_port>9009</interserver_http_port>
+
+    <!-- Hostname that is used by other replicas to request this server.
+         If not specified, than it is determined analoguous to 'hostname -f' command.
+         This setting could be used to switch replication to another network interface.
+      -->
+    <!--
+    <interserver_http_host>example.yandex.ru</interserver_http_host>
+    -->
+
+    <!-- Listen specified host. use :: (wildcard IPv6 address), if you want to accept connections both with IPv4 and IPv6 from everywhere. -->
+    <!-- <listen_host>::</listen_host> -->
+    <!-- Same for hosts with disabled ipv6: -->
+    <!-- <listen_host>0.0.0.0</listen_host> -->
+
+    <!-- Default values - try listen localhost on ipv4 and ipv6: -->
+    <!--
+    <listen_host>::1</listen_host>
+    <listen_host>127.0.0.1</listen_host>
+    -->
+    <!-- Don't exit if ipv6 or ipv4 unavailable, but listen_host with this protocol specified -->
+    <!-- <listen_try>0</listen_try> -->
+
+    <!-- Allow listen on same address:port -->
+    <!-- <listen_reuse_port>0</listen_reuse_port> -->
+
+    <!-- <listen_backlog>64</listen_backlog> -->
+
+    <max_connections>4096</max_connections>
+    <keep_alive_timeout>3</keep_alive_timeout>
+
+    <!-- Maximum number of concurrent queries. -->
+    <max_concurrent_queries>100</max_concurrent_queries>
+
+    <!-- Set limit on number of open files (default: maximum). This setting makes sense on Mac OS X because getrlimit() fails to retrieve
+         correct maximum value. -->
+    <!-- <max_open_files>262144</max_open_files> -->
+
+    <!-- Size of cache of uncompressed blocks of data, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         Cache is used when 'use_uncompressed_cache' user setting turned on (off by default).
+         Uncompressed cache is advantageous only for very short queries and in rare cases.
+      -->
+    <uncompressed_cache_size>8589934592</uncompressed_cache_size>
+
+    <!-- Approximate size of mark cache, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         You should not lower this value.
+      -->
+    <mark_cache_size>5368709120</mark_cache_size>
+
+
+    <!-- Path to data directory, with trailing slash. -->
+    <path>/var/lib/clickhouse/</path>
+
+    <!-- Path to temporary data for processing hard queries. -->
+    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
+
+    <!-- Directory with user provided files that are accessible by 'file' table function. -->
+    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
+
+    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
+    <user_directories>
+        <users_xml>
+            <!-- Path to configuration file with predefined users. -->
+            <path>users.xml</path>
+        </users_xml>
+        <local_directory>
+            <!-- Path to folder where users created by SQL commands are stored. -->
+            <path>/var/lib/clickhouse/access/</path>
+        </local_directory>
+    </user_directories>
+
+    <!-- Default profile of settings. -->
+    <default_profile>default</default_profile>
+
+    <!-- System profile of settings. This settings are used by internal processes (Buffer storage, Distibuted DDL worker and so on). -->
+    <!-- <system_profile>default</system_profile> -->
+
+    <!-- Default database. -->
+    <default_database>default</default_database>
+
+    <!-- Server time zone could be set here.
+
+         Time zone is used when converting between String and DateTime types,
+          when printing DateTime in text formats and parsing DateTime from text,
+          it is used in date and time related functions, if specific time zone was not passed as an argument.
+
+         Time zone is specified as identifier from IANA time zone database, like UTC or Africa/Abidjan.
+         If not specified, system time zone at server startup is used.
+
+         Please note, that server could display time zone alias instead of specified name.
+         Example: W-SU is an alias for Europe/Moscow and Zulu is an alias for UTC.
+    -->
+    <!-- <timezone>Europe/Moscow</timezone> -->
+
+    <!-- You can specify umask here (see "man umask"). Server will apply it on startup.
+         Number is always parsed as octal. Default umask is 027 (other users cannot read logs, data files, etc; group can only read).
+    -->
+    <!-- <umask>022</umask> -->
+
+    <!-- Perform mlockall after startup to lower first queries latency
+          and to prevent clickhouse executable from being paged out under high IO load.
+         Enabling this option is recommended but will lead to increased startup time for up to a few seconds.
+    -->
+    <mlock_executable>false</mlock_executable>
+
+    <!-- Configuration of clusters that could be used in Distributed tables.
+         https://clickhouse.yandex/docs/en/table_engines/distributed/
+      -->
+    <remote_servers incl="remote" >
+        <!-- Test only shard config for testing distributed storage -->
+        <test_shard_localhost>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_shard_localhost>
+        <test_cluster_two_shards_localhost>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+         </test_cluster_two_shards_localhost>
+        <test_shard_localhost_secure>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </test_shard_localhost_secure>
+        <test_unavailable_shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>1</port>
+                </replica>
+            </shard>
+        </test_unavailable_shard>
+    </remote_servers>
+
+
+    <!-- If element has 'incl' attribute, then for it's value will be used corresponding substitution from another file.
+         By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in 'include_from' element.
+         Values for substitutions are specified in /yandex/name_of_substitution elements in that file.
+      -->
+
+    <!-- ZooKeeper is used to store metadata about replicas, when using Replicated tables.
+         Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/
+      -->
+    <zookeeper incl="zookeeper" optional="true" />
+
+    <!-- Substitutions for parameters of replicated tables.
+          Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/#creating-replicated-tables
+      -->
+    <macros incl="macros" optional="true" />
+
+
+    <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->
+    <builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
+
+
+    <!-- Maximum session timeout, in seconds. Default: 3600. -->
+    <max_session_timeout>3600</max_session_timeout>
+
+    <!-- Default session timeout, in seconds. Default: 60. -->
+    <default_session_timeout>60</default_session_timeout>
+
+    <!-- Sending data to Graphite for monitoring. Several sections can be defined. -->
+    <!--
+        interval - send every X second
+        root_path - prefix for keys
+        hostname_in_path - append hostname to root_path (default = true)
+        metrics - send data from table system.metrics
+        events - send data from table system.events
+        asynchronous_metrics - send data from table system.asynchronous_metrics
+    -->
+    <!--
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>60</interval>
+        <root_path>one_min</root_path>
+        <hostname_in_path>true</hostname_in_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>true</asynchronous_metrics>
+    </graphite>
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>1</interval>
+        <root_path>one_sec</root_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>false</asynchronous_metrics>
+    </graphite>
+    -->
+
+
+    <!-- Query log. Used only for queries with setting log_queries = 1. -->
+    <query_log>
+        <!-- What table to insert data. If table is not exist, it will be created.
+             When query log structure is changed after system update,
+              then old table will be renamed and new table will be created automatically.
+        -->
+        <database>system</database>
+        <table>query_log</table>
+        <!--
+            PARTITION BY expr https://clickhouse.yandex/docs/en/table_engines/custom_partitioning_key/
+            Example:
+                event_date
+                toMonday(event_date)
+                toYYYYMM(event_date)
+                toStartOfHour(event_time)
+        -->
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <!-- Interval of flushing data. -->
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_log>
+
+    <!-- Trace log. Stores stack traces collected by query profilers.
+         See query_profiler_real_time_period_ns and query_profiler_cpu_time_period_ns settings. -->
+    <trace_log>
+        <database>system</database>
+        <table>trace_log</table>
+
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </trace_log>
+
+    <!-- Query thread log. Has information about all threads participated in query execution.
+         Used only for queries with setting log_query_threads = 1. -->
+    <query_thread_log>
+        <database>system</database>
+        <table>query_thread_log</table>
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_thread_log>
+
+    <!-- Uncomment if use part log.
+         Part log contains information about all actions with parts in MergeTree tables (creation, deletion, merges, downloads).
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </part_log>
+    -->
+
+    <!-- Uncomment to write text log into table.
+         Text log contains all information from usual server log but stores it in structured and efficient way.
+    <text_log>
+        <database>system</database>
+        <table>text_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </text_log>
+    -->
+
+    <!-- Parameters for embedded dictionaries, used in Yandex.Metrica.
+         See https://clickhouse.yandex/docs/en/dicts/internal_dicts/
+    -->
+
+    <!-- Path to file with region hierarchy. -->
+    <!-- <path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file> -->
+
+    <!-- Path to directory with files containing names of regions -->
+    <!-- <path_to_regions_names_files>/opt/geo/</path_to_regions_names_files> -->
+
+
+    <!-- Configuration of external dictionaries. See:
+         https://clickhouse.yandex/docs/en/dicts/external_dicts/
+    -->
+    <dictionaries_config>*_dictionary.xml</dictionaries_config>
+
+    <!-- Uncomment if you want data to be compressed 30-100% better.
+         Don't do that if you just started using ClickHouse.
+      -->
+    <compression incl="compression">
+    <!--
+        <!- - Set of variants. Checked in order. Last matching case wins. If nothing matches, lz4 will be used. - ->
+        <case>
+
+            <!- - Conditions. All must be satisfied. Some conditions may be omitted. - ->
+            <min_part_size>10000000000</min_part_size>        <!- - Min part size in bytes. - ->
+            <min_part_size_ratio>0.01</min_part_size_ratio>   <!- - Min size of part relative to whole table size. - ->
+
+            <!- - What compression method to use. - ->
+            <method>zstd</method>
+        </case>
+    -->
+    </compression>
+
+    <!-- Allow to execute distributed DDL queries (CREATE, DROP, ALTER, RENAME) on cluster.
+         Works only if ZooKeeper is enabled. Comment it if such functionality isn't required. -->
+    <distributed_ddl>
+        <!-- Path in ZooKeeper to queue with DDL queries -->
+        <path>/clickhouse/task_queue/ddl</path>
+
+        <!-- Settings from this profile will be used to execute DDL queries -->
+        <!-- <profile>default</profile> -->
+    </distributed_ddl>
+
+    <!-- Settings to fine tune MergeTree tables. See documentation in source code, in MergeTreeSettings.h -->
+    <!--
+    <merge_tree>
+        <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
+    </merge_tree>
+    -->
+
+    <!-- Protection from accidental DROP.
+         If size of a MergeTree table is greater than max_table_size_to_drop (in bytes) than table could not be dropped with any DROP query.
+         If you want do delete one table and don't want to restart clickhouse-server, you could create special file <clickhouse-path>/flags/force_drop_table and make DROP once.
+         By default max_table_size_to_drop is 50GB; max_table_size_to_drop=0 allows to DROP any tables.
+         The same for max_partition_size_to_drop.
+         Uncomment to disable protection.
+    -->
+    <!-- <max_table_size_to_drop>0</max_table_size_to_drop> -->
+    <!-- <max_partition_size_to_drop>0</max_partition_size_to_drop> -->
+
+    <!-- Example of parameters for GraphiteMergeTree table engine -->
+    <graphite_rollup_example>
+        <pattern>
+            <regexp>click_cost</regexp>
+            <function>any</function>
+            <retention>
+                <age>0</age>
+                <precision>3600</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>60</precision>
+            </retention>
+        </pattern>
+        <default>
+            <function>max</function>
+            <retention>
+                <age>0</age>
+                <precision>60</precision>
+            </retention>
+            <retention>
+                <age>3600</age>
+                <precision>300</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>3600</precision>
+            </retention>
+        </default>
+    </graphite_rollup_example>
+
+    <!-- Directory in <clickhouse-path> containing schema files for various input formats.
+         The directory will be created if it doesn't exist.
+      -->
+    <format_schema_path>/var/lib/clickhouse/format_schemas/</format_schema_path>
+
+    <!-- Uncomment to disable ClickHouse internal DNS caching. -->
+    <!-- <disable_internal_dns_cache>1</disable_internal_dns_cache> -->
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/dhparam.pem b/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/dhparam.pem
new file mode 100644
index 00000000000..2e6cee0798d
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/dhparam.pem
@@ -0,0 +1,8 @@
+-----BEGIN DH PARAMETERS-----
+MIIBCAKCAQEAua92DDli13gJ+//ZXyGaggjIuidqB0crXfhUlsrBk9BV1hH3i7fR
+XGP9rUdk2ubnB3k2ejBStL5oBrkHm9SzUFSQHqfDjLZjKoUpOEmuDc4cHvX1XTR5
+Pr1vf5cd0yEncJWG5W4zyUB8k++SUdL2qaeslSs+f491HBLDYn/h8zCgRbBvxhxb
+9qeho1xcbnWeqkN6Kc9bgGozA16P9NLuuLttNnOblkH+lMBf42BSne/TWt3AlGZf
+slKmmZcySUhF8aKfJnLKbkBCFqOtFRh8zBA9a7g+BT/lSANATCDPaAk1YVih2EKb
+dpc3briTDbRsiqg2JKMI7+VdULY9bh3EawIBAg==
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/server.crt b/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/server.crt
new file mode 100644
index 00000000000..7ade2d96273
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/server.crt
@@ -0,0 +1,19 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/server.key b/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/server.key
new file mode 100644
index 00000000000..f0fb61ac443
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/ssl/server.key
@@ -0,0 +1,28 @@
+-----BEGIN PRIVATE KEY-----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+-----END PRIVATE KEY-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/users.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/users.xml
new file mode 100644
index 00000000000..86b2cd9e1e3
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/users.xml
@@ -0,0 +1,133 @@
+<?xml version="1.0"?>
+<yandex>
+    <!-- Profiles of settings. -->
+    <profiles>
+        <!-- Default settings. -->
+        <default>
+            <!-- Maximum memory usage for processing single query, in bytes. -->
+            <max_memory_usage>10000000000</max_memory_usage>
+
+            <!-- Use cache of uncompressed blocks of data. Meaningful only for processing many of very short queries. -->
+            <use_uncompressed_cache>0</use_uncompressed_cache>
+
+            <!-- How to choose between replicas during distributed query processing.
+                 random - choose random replica from set of replicas with minimum number of errors
+                 nearest_hostname - from set of replicas with minimum number of errors, choose replica
+                  with minimum number of different symbols between replica's hostname and local hostname
+                  (Hamming distance).
+                 in_order - first live replica is chosen in specified order.
+                 first_or_random - if first replica one has higher number of errors, pick a random one from replicas with minimum number of errors.
+            -->
+            <load_balancing>random</load_balancing>
+        </default>
+
+        <!-- Profile that allows only read queries. -->
+        <readonly>
+            <readonly>1</readonly>
+        </readonly>
+    </profiles>
+
+    <!-- Users and ACL. -->
+    <users>
+        <!-- If user name was not specified, 'default' user is used. -->
+        <default>
+            <!-- Password could be specified in plaintext or in SHA256 (in hex format).
+
+                 If you want to specify password in plaintext (not recommended), place it in 'password' element.
+                 Example: <password>qwerty</password>.
+                 Password could be empty.
+
+                 If you want to specify SHA256, place it in 'password_sha256_hex' element.
+                 Example: <password_sha256_hex>65e84be33532fb784c48129675f9eff3a682b27168c0ea744b2cf58ee02337c5</password_sha256_hex>
+                 Restrictions of SHA256: impossibility to connect to ClickHouse using MySQL JS client (as of July 2019).
+
+                 If you want to specify double SHA1, place it in 'password_double_sha1_hex' element.
+                 Example: <password_double_sha1_hex>e395796d6546b1b65db9d665cd43f0e858dd4303</password_double_sha1_hex>
+
+                 How to generate decent password:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha256sum | tr -d '-'
+                 In first line will be password and in second - corresponding SHA256.
+
+                 How to generate double SHA1:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | openssl dgst -sha1 -binary | openssl dgst -sha1
+                 In first line will be password and in second - corresponding double SHA1.
+            -->
+            <password></password>
+
+            <!-- List of networks with open access.
+
+                 To open access from everywhere, specify:
+                    <ip>::/0</ip>
+
+                 To open access only from localhost, specify:
+                    <ip>::1</ip>
+                    <ip>127.0.0.1</ip>
+
+                 Each element of list has one of the following forms:
+                 <ip> IP-address or network mask. Examples: 213.180.204.3 or 10.0.0.1/8 or 10.0.0.1/255.255.255.0
+                     2a02:6b8::3 or 2a02:6b8::3/64 or 2a02:6b8::3/ffff:ffff:ffff:ffff::.
+                 <host> Hostname. Example: server01.yandex.ru.
+                     To check access, DNS query is performed, and all received addresses compared to peer address.
+                 <host_regexp> Regular expression for host names. Example, ^server\d\d-\d\d-\d\.yandex\.ru$
+                     To check access, DNS PTR query is performed for peer address and then regexp is applied.
+                     Then, for result of PTR query, another DNS query is performed and all received addresses compared to peer address.
+                     Strongly recommended that regexp is ends with $
+                 All results of DNS requests are cached till server restart.
+            -->
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+
+            <!-- Settings profile for user. -->
+            <profile>default</profile>
+
+            <!-- Quota for user. -->
+            <quota>default</quota>
+
+            <!-- Allow access management -->
+            <access_management>1</access_management>
+
+            <!-- Example of row level security policy. -->
+            <!-- <databases>
+                <test>
+                    <filtered_table1>
+                        <filter>a = 1</filter>
+                    </filtered_table1>
+                    <filtered_table2>
+                        <filter>a + b &lt; 1 or c - d &gt; 5</filter>
+                    </filtered_table2>
+                </test>
+            </databases> -->
+        </default>
+
+        <!-- Example of user with readonly access. -->
+        <!-- <readonly>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::1</ip>
+                <ip>127.0.0.1</ip>
+            </networks>
+            <profile>readonly</profile>
+            <quota>default</quota>
+        </readonly> -->
+    </users>
+
+    <!-- Quotas. -->
+    <quotas>
+        <!-- Name of quota. -->
+        <default>
+            <!-- Limits for time interval. You could specify many intervals with different limits. -->
+            <interval>
+                <!-- Length of interval. -->
+                <duration>3600</duration>
+
+                <!-- No limits. Just calculate resource usage for time interval. -->
+                <queries>0</queries>
+                <errors>0</errors>
+                <result_rows>0</result_rows>
+                <read_rows>0</read_rows>
+                <execution_time>0</execution_time>
+            </interval>
+        </default>
+    </quotas>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse1/config.d/macros.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse1/config.d/macros.xml
new file mode 100644
index 00000000000..6cdcc1b440c
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse1/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse1</replica>
+        <shard>01</shard>
+        <shard2>01</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse2/config.d/macros.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse2/config.d/macros.xml
new file mode 100644
index 00000000000..a114a9ce4ab
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse2/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse2</replica>
+        <shard>01</shard>
+        <shard2>02</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse3/config.d/macros.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse3/config.d/macros.xml
new file mode 100644
index 00000000000..904a27b0172
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse3/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse3</replica>
+        <shard>01</shard>
+        <shard2>03</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap1/config/export.ldif b/tests/testflows/ldap/external_user_directory/configs/ldap1/config/export.ldif
new file mode 100644
index 00000000000..621dd32ca0c
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap1/config/export.ldif
@@ -0,0 +1,64 @@
+# LDIF Export for dc=company,dc=com
+# Server: openldap (openldap)
+# Search Scope: sub
+# Search Filter: (objectClass=*)
+# Total Entries: 7
+#
+# Generated by phpLDAPadmin (http://phpldapadmin.sourceforge.net) on May 22, 2020 5:51 pm
+# Version: 1.2.5
+
+# Entry 1: dc=company,dc=com
+#dn: dc=company,dc=com
+#dc: company
+#o: company
+#objectclass: top
+#objectclass: dcObject
+#objectclass: organization
+
+# Entry 2: cn=admin,dc=company,dc=com
+#dn: cn=admin,dc=company,dc=com
+#cn: admin
+#description: LDAP administrator
+#objectclass: simpleSecurityObject
+#objectclass: organizationalRole
+#userpassword: {SSHA}eUEupkQCTvq9SkrxfWGSe5rX+orrjVbF
+
+# Entry 3: ou=groups,dc=company,dc=com
+dn: ou=groups,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: groups
+
+# Entry 4: cn=admin,ou=groups,dc=company,dc=com
+dn: cn=admin,ou=groups,dc=company,dc=com
+cn: admin
+gidnumber: 500
+objectclass: posixGroup
+objectclass: top
+
+# Entry 5: cn=users,ou=groups,dc=company,dc=com
+dn: cn=users,ou=groups,dc=company,dc=com
+cn: users
+gidnumber: 501
+objectclass: posixGroup
+objectclass: top
+
+# Entry 6: ou=users,dc=company,dc=com
+dn: ou=users,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: users
+
+# Entry 7: cn=user1,ou=users,dc=company,dc=com
+dn: cn=user1,ou=users,dc=company,dc=com
+cn: user1
+gidnumber: 501
+givenname: John
+homedirectory: /home/users/user1
+objectclass: inetOrgPerson
+objectclass: posixAccount
+objectclass: top
+sn: User
+uid: user1
+uidnumber: 1101
+userpassword: user1
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ca.crt b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ca.crt
new file mode 100644
index 00000000000..8c71e3afc91
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ca.crt
@@ -0,0 +1,22 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/dhparam.pem b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/dhparam.pem
new file mode 100644
index 00000000000..0a96faffd62
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/dhparam.pem
@@ -0,0 +1,5 @@
+-----BEGIN DH PARAMETERS-----
+MIGHAoGBAJitt2hhnpDViQ5ko2ipBMdjy+bZ6FR/WdZ987R7lQvBkKehPXmxtEyV
+AO6ofv5CZSDJokc5bUeBOAtg0EhMTCH82uPdwQvt58jRXcxXBg4JTjkx+oW9LBv2
+FdZsbaX8+SYivmiZ0Jp8T/HBm/4DA9VBS0O5GFRS4C7dHhmSTPfDAgEC
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.crt b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.crt
new file mode 100644
index 00000000000..9167cbf861d
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.crt
@@ -0,0 +1,20 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.csr b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.csr
new file mode 100644
index 00000000000..bf569f727d6
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.csr
@@ -0,0 +1,17 @@
+-----BEGIN CERTIFICATE REQUEST-----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+-----END CERTIFICATE REQUEST-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.key b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.key
new file mode 100644
index 00000000000..5ab3a3f8b59
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap2/certs/ldap.key
@@ -0,0 +1,27 @@
+-----BEGIN RSA PRIVATE KEY-----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+-----END RSA PRIVATE KEY-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap2/config/export.ldif b/tests/testflows/ldap/external_user_directory/configs/ldap2/config/export.ldif
new file mode 100644
index 00000000000..6766aaae6f1
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap2/config/export.ldif
@@ -0,0 +1,64 @@
+# LDIF Export for dc=company,dc=com
+# Server: openldap (openldap)
+# Search Scope: sub
+# Search Filter: (objectClass=*)
+# Total Entries: 7
+#
+# Generated by phpLDAPadmin (http://phpldapadmin.sourceforge.net) on May 22, 2020 5:51 pm
+# Version: 1.2.5
+
+# Entry 1: dc=company,dc=com
+#dn: dc=company,dc=com
+#dc: company
+#o: company
+#objectclass: top
+#objectclass: dcObject
+#objectclass: organization
+
+# Entry 2: cn=admin,dc=company,dc=com
+#dn: cn=admin,dc=company,dc=com
+#cn: admin
+#description: LDAP administrator
+#objectclass: simpleSecurityObject
+#objectclass: organizationalRole
+#userpassword: {SSHA}eUEupkQCTvq9SkrxfWGSe5rX+orrjVbF
+
+# Entry 3: ou=groups,dc=company,dc=com
+dn: ou=groups,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: groups
+
+# Entry 4: cn=admin,ou=groups,dc=company,dc=com
+dn: cn=admin,ou=groups,dc=company,dc=com
+cn: admin
+gidnumber: 500
+objectclass: posixGroup
+objectclass: top
+
+# Entry 5: cn=users,ou=groups,dc=company,dc=com
+dn: cn=users,ou=groups,dc=company,dc=com
+cn: users
+gidnumber: 501
+objectclass: posixGroup
+objectclass: top
+
+# Entry 6: ou=users,dc=company,dc=com
+dn: ou=users,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: users
+
+# Entry 7: cn=user2,ou=users,dc=company,dc=com
+dn: cn=user2,ou=users,dc=company,dc=com
+cn: user2
+gidnumber: 501
+givenname: John
+homedirectory: /home/users/user2
+objectclass: inetOrgPerson
+objectclass: posixAccount
+objectclass: top
+sn: User
+uid: user2
+uidnumber: 1002
+userpassword: user2
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ca.crt b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ca.crt
new file mode 100644
index 00000000000..8c71e3afc91
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ca.crt
@@ -0,0 +1,22 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/dhparam.pem b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/dhparam.pem
new file mode 100644
index 00000000000..0a96faffd62
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/dhparam.pem
@@ -0,0 +1,5 @@
+-----BEGIN DH PARAMETERS-----
+MIGHAoGBAJitt2hhnpDViQ5ko2ipBMdjy+bZ6FR/WdZ987R7lQvBkKehPXmxtEyV
+AO6ofv5CZSDJokc5bUeBOAtg0EhMTCH82uPdwQvt58jRXcxXBg4JTjkx+oW9LBv2
+FdZsbaX8+SYivmiZ0Jp8T/HBm/4DA9VBS0O5GFRS4C7dHhmSTPfDAgEC
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.crt b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.crt
new file mode 100644
index 00000000000..9167cbf861d
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.crt
@@ -0,0 +1,20 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.csr b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.csr
new file mode 100644
index 00000000000..bf569f727d6
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.csr
@@ -0,0 +1,17 @@
+-----BEGIN CERTIFICATE REQUEST-----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+-----END CERTIFICATE REQUEST-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.key b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.key
new file mode 100644
index 00000000000..5ab3a3f8b59
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap3/certs/ldap.key
@@ -0,0 +1,27 @@
+-----BEGIN RSA PRIVATE KEY-----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+-----END RSA PRIVATE KEY-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap3/config/export.ldif b/tests/testflows/ldap/external_user_directory/configs/ldap3/config/export.ldif
new file mode 100644
index 00000000000..6ac9a995efd
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap3/config/export.ldif
@@ -0,0 +1,64 @@
+# LDIF Export for dc=company,dc=com
+# Server: openldap (openldap)
+# Search Scope: sub
+# Search Filter: (objectClass=*)
+# Total Entries: 7
+#
+# Generated by phpLDAPadmin (http://phpldapadmin.sourceforge.net) on May 22, 2020 5:51 pm
+# Version: 1.2.5
+
+# Entry 1: dc=company,dc=com
+#dn: dc=company,dc=com
+#dc: company
+#o: company
+#objectclass: top
+#objectclass: dcObject
+#objectclass: organization
+
+# Entry 2: cn=admin,dc=company,dc=com
+#dn: cn=admin,dc=company,dc=com
+#cn: admin
+#description: LDAP administrator
+#objectclass: simpleSecurityObject
+#objectclass: organizationalRole
+#userpassword: {SSHA}eUEupkQCTvq9SkrxfWGSe5rX+orrjVbF
+
+# Entry 3: ou=groups,dc=company,dc=com
+dn: ou=groups,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: groups
+
+# Entry 4: cn=admin,ou=groups,dc=company,dc=com
+dn: cn=admin,ou=groups,dc=company,dc=com
+cn: admin
+gidnumber: 500
+objectclass: posixGroup
+objectclass: top
+
+# Entry 5: cn=users,ou=groups,dc=company,dc=com
+dn: cn=users,ou=groups,dc=company,dc=com
+cn: users
+gidnumber: 501
+objectclass: posixGroup
+objectclass: top
+
+# Entry 6: ou=users,dc=company,dc=com
+dn: ou=users,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: users
+
+# Entry 7: cn=user3,ou=users,dc=company,dc=com
+dn: cn=user3,ou=users,dc=company,dc=com
+cn: user3
+gidnumber: 501
+givenname: John
+homedirectory: /home/users/user3
+objectclass: inetOrgPerson
+objectclass: posixAccount
+objectclass: top
+sn: User
+uid: user3
+uidnumber: 1003
+userpassword: user3
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ca.crt b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ca.crt
new file mode 100644
index 00000000000..8c71e3afc91
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ca.crt
@@ -0,0 +1,22 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/dhparam.pem b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/dhparam.pem
new file mode 100644
index 00000000000..0a96faffd62
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/dhparam.pem
@@ -0,0 +1,5 @@
+-----BEGIN DH PARAMETERS-----
+MIGHAoGBAJitt2hhnpDViQ5ko2ipBMdjy+bZ6FR/WdZ987R7lQvBkKehPXmxtEyV
+AO6ofv5CZSDJokc5bUeBOAtg0EhMTCH82uPdwQvt58jRXcxXBg4JTjkx+oW9LBv2
+FdZsbaX8+SYivmiZ0Jp8T/HBm/4DA9VBS0O5GFRS4C7dHhmSTPfDAgEC
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.crt b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.crt
new file mode 100644
index 00000000000..9167cbf861d
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.crt
@@ -0,0 +1,20 @@
+-----BEGIN CERTIFICATE-----
+MIIDQDCCAigCFCJ7El0ntrGktZVTYTZd+OwtcJjBMA0GCSqGSIb3DQEBCwUAMFox
+CzAJBgNVBAYTAkNBMQswCQYDVQQIDAJPTjEPMA0GA1UEBwwGT3R0YXdhMREwDwYD
+VQQKDAhBbHRpbml0eTELMAkGA1UECwwCUUExDTALBgNVBAMMBHJvb3QwHhcNMjAw
+NjExMTkxMTQzWhcNMzAwNjA5MTkxMTQzWjBfMQswCQYDVQQGEwJDQTELMAkGA1UE
+CAwCT04xDzANBgNVBAcMBk90dGF3YTERMA8GA1UECgwIQWx0aW5pdHkxCzAJBgNV
+BAsMAlFBMRIwEAYDVQQDDAlvcGVubGRhcDIwggEiMA0GCSqGSIb3DQEBAQUAA4IB
+DwAwggEKAoIBAQC0Mbn//U56URavMgXm82FWP6vBdKuRydFX/L0M5XLlnAtk/IXG
+/T+4t7nOBJxWmTp/xpsPtSMALE4eFJpEUEqlpVbG5DfBzVWcYOWoMeRAcHWCDkzr
+PkB6I0dfF0Mm5hoaDhn+ZXjBWvoh/IlJdAnPg5mlejflJBQ7xtFC9eN6WjldXuRO
+vyntGNuMfVLgITHwXuH2yZ98G0mFO6TU/9dRY/Z3D6RTSzKdb17Yk/VnG+ry92u2
+0sgXIBvhuJuC3ksWLArwwFoMl8DVa05D4O2H76goGdCcQ0KzqBV8RPXAh3UcgP2e
+Zu90p2EGIhIk+sZTCkPd4dorxjL9nkRR86HdAgMBAAEwDQYJKoZIhvcNAQELBQAD
+ggEBAJWiCxJaTksv/BTsh/etxlDY5eHwqStqIuiovEQ8bhGAcKJ3bfWd/YTb8DUS
+hrLvXrXdOVC+U8PqPFXBpdOqcm5Dc233z52VgUCb+0EKv3lAzgKXRIo32h52skdK
+NnRrCHDeDzgfEIXR4MEJ99cLEaxWyXQhremmTYWHYznry9/4NYz40gCDxHn9dJAi
+KxFyDNxhtuKs58zp4PrBoo+542JurAoLPtRGOhdXpU2RkQVU/ho38HsAXDStAB5D
+vAoSxPuMHKgo17ffrb0oqU3didwaA9fIsz7Mr6RxmI7X03s7hLzNBq9FCqu0U3RR
+CX4zWGFNJu/ieSGVWLYKQzbYxp8=
+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.csr b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.csr
new file mode 100644
index 00000000000..bf569f727d6
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.csr
@@ -0,0 +1,17 @@
+-----BEGIN CERTIFICATE REQUEST-----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+-----END CERTIFICATE REQUEST-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.key b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.key
new file mode 100644
index 00000000000..5ab3a3f8b59
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap4/certs/ldap.key
@@ -0,0 +1,27 @@
+-----BEGIN RSA PRIVATE KEY-----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+-----END RSA PRIVATE KEY-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap4/config/export.ldif b/tests/testflows/ldap/external_user_directory/configs/ldap4/config/export.ldif
new file mode 100644
index 00000000000..36afdb4e350
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap4/config/export.ldif
@@ -0,0 +1,64 @@
+# LDIF Export for dc=company,dc=com
+# Server: openldap (openldap)
+# Search Scope: sub
+# Search Filter: (objectClass=*)
+# Total Entries: 7
+#
+# Generated by phpLDAPadmin (http://phpldapadmin.sourceforge.net) on May 22, 2020 5:51 pm
+# Version: 1.2.5
+
+# Entry 1: dc=company,dc=com
+#dn: dc=company,dc=com
+#dc: company
+#o: company
+#objectclass: top
+#objectclass: dcObject
+#objectclass: organization
+
+# Entry 2: cn=admin,dc=company,dc=com
+#dn: cn=admin,dc=company,dc=com
+#cn: admin
+#description: LDAP administrator
+#objectclass: simpleSecurityObject
+#objectclass: organizationalRole
+#userpassword: {SSHA}eUEupkQCTvq9SkrxfWGSe5rX+orrjVbF
+
+# Entry 3: ou=groups,dc=company,dc=com
+dn: ou=groups,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: groups
+
+# Entry 4: cn=admin,ou=groups,dc=company,dc=com
+dn: cn=admin,ou=groups,dc=company,dc=com
+cn: admin
+gidnumber: 500
+objectclass: posixGroup
+objectclass: top
+
+# Entry 5: cn=users,ou=groups,dc=company,dc=com
+dn: cn=users,ou=groups,dc=company,dc=com
+cn: users
+gidnumber: 501
+objectclass: posixGroup
+objectclass: top
+
+# Entry 6: ou=users,dc=company,dc=com
+dn: ou=users,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: users
+
+# Entry 7: cn=user4,ou=users,dc=company,dc=com
+dn: cn=user4,ou=users,dc=company,dc=com
+cn: user4
+gidnumber: 501
+givenname: John
+homedirectory: /home/users/user4
+objectclass: inetOrgPerson
+objectclass: posixAccount
+objectclass: top
+sn: User
+uid: user4
+uidnumber: 1004
+userpassword: user4
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/config/export.ldif b/tests/testflows/ldap/external_user_directory/configs/ldap5/config/export.ldif
new file mode 100644
index 00000000000..bc3d2ff75fc
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/config/export.ldif
@@ -0,0 +1,64 @@
+# LDIF Export for dc=company,dc=com
+# Server: openldap (openldap)
+# Search Scope: sub
+# Search Filter: (objectClass=*)
+# Total Entries: 7
+#
+# Generated by phpLDAPadmin (http://phpldapadmin.sourceforge.net) on May 22, 2020 5:51 pm
+# Version: 1.2.5
+
+# Entry 1: dc=company,dc=com
+#dn: dc=company,dc=com
+#dc: company
+#o: company
+#objectclass: top
+#objectclass: dcObject
+#objectclass: organization
+
+# Entry 2: cn=admin,dc=company,dc=com
+#dn: cn=admin,dc=company,dc=com
+#cn: admin
+#description: LDAP administrator
+#objectclass: simpleSecurityObject
+#objectclass: organizationalRole
+#userpassword: {SSHA}eUEupkQCTvq9SkrxfWGSe5rX+orrjVbF
+
+# Entry 3: ou=groups,dc=company,dc=com
+dn: ou=groups,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: groups
+
+# Entry 4: cn=admin,ou=groups,dc=company,dc=com
+dn: cn=admin,ou=groups,dc=company,dc=com
+cn: admin
+gidnumber: 500
+objectclass: posixGroup
+objectclass: top
+
+# Entry 5: cn=users,ou=groups,dc=company,dc=com
+dn: cn=users,ou=groups,dc=company,dc=com
+cn: users
+gidnumber: 501
+objectclass: posixGroup
+objectclass: top
+
+# Entry 6: ou=users,dc=company,dc=com
+dn: ou=users,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: users
+
+# Entry 7: cn=user5,ou=users,dc=company,dc=com
+dn: cn=user5,ou=users,dc=company,dc=com
+cn: user5
+gidnumber: 501
+givenname: John
+homedirectory: /home/users/user5
+objectclass: inetOrgPerson
+objectclass: posixAccount
+objectclass: top
+sn: User
+uid: user5
+uidnumber: 1005
+userpassword: user5
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ca.crt b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ca.crt
new file mode 100644
index 00000000000..8c71e3afc91
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ca.crt
@@ -0,0 +1,22 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/dhparam.pem b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/dhparam.pem
new file mode 100644
index 00000000000..0a96faffd62
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/dhparam.pem
@@ -0,0 +1,5 @@
+-----BEGIN DH PARAMETERS-----
+MIGHAoGBAJitt2hhnpDViQ5ko2ipBMdjy+bZ6FR/WdZ987R7lQvBkKehPXmxtEyV
+AO6ofv5CZSDJokc5bUeBOAtg0EhMTCH82uPdwQvt58jRXcxXBg4JTjkx+oW9LBv2
+FdZsbaX8+SYivmiZ0Jp8T/HBm/4DA9VBS0O5GFRS4C7dHhmSTPfDAgEC
+-----END DH PARAMETERS-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.crt b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.crt
new file mode 100644
index 00000000000..9167cbf861d
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.crt
@@ -0,0 +1,20 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.csr b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.csr
new file mode 100644
index 00000000000..bf569f727d6
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.csr
@@ -0,0 +1,17 @@
+-----BEGIN CERTIFICATE REQUEST-----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+-----END CERTIFICATE REQUEST-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.key b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.key
new file mode 100644
index 00000000000..5ab3a3f8b59
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/certs/ldap.key
@@ -0,0 +1,27 @@
+-----BEGIN RSA PRIVATE KEY-----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+-----END RSA PRIVATE KEY-----
diff --git a/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/config/export.ldif b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/config/export.ldif
new file mode 100644
index 00000000000..c6470176a5e
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/configs/ldap5/ldap2/config/export.ldif
@@ -0,0 +1,64 @@
+# LDIF Export for dc=company,dc=com
+# Server: openldap (openldap)
+# Search Scope: sub
+# Search Filter: (objectClass=*)
+# Total Entries: 7
+#
+# Generated by phpLDAPadmin (http://phpldapadmin.sourceforge.net) on May 22, 2020 5:51 pm
+# Version: 1.2.5
+
+# Entry 1: dc=company,dc=com
+#dn: dc=company,dc=com
+#dc: company
+#o: company
+#objectclass: top
+#objectclass: dcObject
+#objectclass: organization
+
+# Entry 2: cn=admin,dc=company,dc=com
+#dn: cn=admin,dc=company,dc=com
+#cn: admin
+#description: LDAP administrator
+#objectclass: simpleSecurityObject
+#objectclass: organizationalRole
+#userpassword: {SSHA}eUEupkQCTvq9SkrxfWGSe5rX+orrjVbF
+
+# Entry 3: ou=groups,dc=company,dc=com
+dn: ou=groups,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: groups
+
+# Entry 4: cn=admin,ou=groups,dc=company,dc=com
+dn: cn=admin,ou=groups,dc=company,dc=com
+cn: admin
+gidnumber: 500
+objectclass: posixGroup
+objectclass: top
+
+# Entry 5: cn=users,ou=groups,dc=company,dc=com
+dn: cn=users,ou=groups,dc=company,dc=com
+cn: users
+gidnumber: 501
+objectclass: posixGroup
+objectclass: top
+
+# Entry 6: ou=users,dc=company,dc=com
+dn: ou=users,dc=company,dc=com
+objectclass: organizationalUnit
+objectclass: top
+ou: users
+
+# Entry 7: cn=user1,ou=users,dc=company,dc=com
+dn: cn=user1,ou=users,dc=company,dc=com
+cn: user1
+gidnumber: 501
+givenname: John1
+homedirectory: /home/users/user1
+objectclass: inetOrgPerson
+objectclass: posixAccount
+objectclass: top
+sn: User1
+uid: user1
+uidnumber: 1001
+userpassword: user1
diff --git a/tests/testflows/ldap/external_user_directory/docker-compose/clickhouse-service.yml b/tests/testflows/ldap/external_user_directory/docker-compose/clickhouse-service.yml
new file mode 100644
index 00000000000..2a56876c72e
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/docker-compose/clickhouse-service.yml
@@ -0,0 +1,28 @@
+version: '2.3'
+
+services:
+  clickhouse:
+    image: yandex/clickhouse-integration-test
+    expose:
+      - "9000"
+      - "9009"
+      - "8123"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.d/:/etc/clickhouse-server/users.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/ssl:/etc/clickhouse-server/ssl"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.xml:/etc/clickhouse-server/config.xml"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.xml:/etc/clickhouse-server/users.xml"
+      - "${CLICKHOUSE_TESTS_SERVER_BIN_PATH:-/usr/bin/clickhouse}:/usr/bin/clickhouse"
+      - "${CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH:-/usr/bin/clickhouse-odbc-bridge}:/usr/bin/clickhouse-odbc-bridge"
+    entrypoint: bash -c "clickhouse server --config-file=/etc/clickhouse-server/config.xml --log-file=/var/log/clickhouse-server/clickhouse-server.log --errorlog-file=/var/log/clickhouse-server/clickhouse-server.err.log"
+    healthcheck:
+      test: clickhouse client --query='select 1'
+      interval: 10s
+      timeout: 10s
+      retries: 3
+      start_period: 300s
+    cap_add:
+      - SYS_PTRACE
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/ldap/external_user_directory/docker-compose/docker-compose.yml b/tests/testflows/ldap/external_user_directory/docker-compose/docker-compose.yml
new file mode 100644
index 00000000000..c8ff683df58
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/docker-compose/docker-compose.yml
@@ -0,0 +1,162 @@
+version: '2.3'
+
+services:
+  openldap1:
+    # plain text
+    extends:
+      file: openldap-service.yml
+      service: openldap
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap1/config:/container/service/slapd/assets/config/bootstrap/ldif/custom"
+
+  openldap2:
+    # TLS - never
+    extends:
+      file: openldap-service.yml
+      service: openldap
+    environment:
+      LDAP_TLS: "true"
+      LDAP_TLS_CRT_FILENAME: "ldap.crt"
+      LDAP_TLS_KEY_FILENAME: "ldap.key"
+      LDAP_TLS_DH_PARAM_FILENAME: "dhparam.pem"
+      LDAP_TLS_CA_CRT_FILENAME: "ca.crt"
+      LDAP_TLS_ENFORCE: "false"
+      LDAP_TLS_VERIFY_CLIENT: "never"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap2/config:/container/service/slapd/assets/config/bootstrap/ldif/custom"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap2/certs:/container/service/slapd/assets/certs/"
+
+  openldap3:
+    # plain text - custom port
+    extends:
+      file: openldap-service.yml
+      service: openldap
+    expose:
+      - "3089"
+    environment:
+      LDAP_PORT: "3089"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap3/config:/container/service/slapd/assets/config/bootstrap/ldif/custom"
+
+  openldap4:
+    # TLS - never custom port
+    extends:
+      file: openldap-service.yml
+      service: openldap
+    expose:
+      - "3089"
+      - "6036"
+    environment:
+      LDAP_PORT: "3089"
+      LDAPS_PORT: "6036"
+      LDAP_TLS: "true"
+      LDAP_TLS_CRT_FILENAME: "ldap.crt"
+      LDAP_TLS_KEY_FILENAME: "ldap.key"
+      LDAP_TLS_DH_PARAM_FILENAME: "dhparam.pem"
+      LDAP_TLS_CA_CRT_FILENAME: "ca.crt"
+      LDAP_TLS_ENFORCE: "false"
+      LDAP_TLS_VERIFY_CLIENT: "never"
+      LDAP_TLS_CIPHER_SUITE: "SECURE256:+SECURE128:-VERS-TLS-ALL:+VERS-TLS1.2:-RSA:-DHE-DSS:-CAMELLIA-128-CBC:-CAMELLIA-256-CBC"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap4/config:/container/service/slapd/assets/config/bootstrap/ldif/custom"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap4/certs:/container/service/slapd/assets/certs/"
+
+  openldap5:
+    # TLS - try
+    extends:
+      file: openldap-service.yml
+      service: openldap
+    environment:
+      LDAP_TLS: "true"
+      LDAP_TLS_CRT_FILENAME: "ldap.crt"
+      LDAP_TLS_KEY_FILENAME: "ldap.key"
+      LDAP_TLS_DH_PARAM_FILENAME: "dhparam.pem"
+      LDAP_TLS_CA_CRT_FILENAME: "ca.crt"
+      LDAP_TLS_ENFORCE: "false"
+      LDAP_TLS_VERIFY_CLIENT: "try"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap5/config:/container/service/slapd/assets/config/bootstrap/ldif/custom"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/ldap5/certs:/container/service/slapd/assets/certs/"
+
+  phpldapadmin:
+    extends:
+      file: openldap-service.yml
+      service: phpldapadmin
+    environment:
+      PHPLDAPADMIN_LDAP_HOSTS: "openldap1"
+    depends_on:
+      openldap1:
+        condition: service_healthy
+
+  zookeeper:
+    extends:
+      file: zookeeper-service.yml
+      service: zookeeper
+
+  clickhouse1:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse1
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse1/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse1/users.d:/etc/clickhouse-server/users.d"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse2:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse2
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse2/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse2/users.d:/etc/clickhouse-server/users.d"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse3:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse3
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse3/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse3/users.d:/etc/clickhouse-server/users.d"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  # dummy service which does nothing, but allows to postpone 
+  # 'docker-compose up -d' till all dependecies will go healthy
+  all_services_ready:
+    image: hello-world
+    depends_on:
+      clickhouse1:
+        condition: service_healthy
+      clickhouse2:
+        condition: service_healthy
+      clickhouse3:
+        condition: service_healthy
+      zookeeper:
+        condition: service_healthy
+      openldap1:
+        condition: service_healthy
+      openldap2:
+        condition: service_healthy
+      openldap3:
+        condition: service_healthy
+      openldap4:
+        condition: service_healthy
+      openldap5:
+        condition: service_healthy
+      phpldapadmin:
+        condition: service_healthy
diff --git a/tests/testflows/ldap/external_user_directory/docker-compose/openldap-service.yml b/tests/testflows/ldap/external_user_directory/docker-compose/openldap-service.yml
new file mode 100644
index 00000000000..139907c513c
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/docker-compose/openldap-service.yml
@@ -0,0 +1,40 @@
+version: '2.3'
+
+services:
+  openldap:
+    image: osixia/openldap:1.4.0
+    command: "--copy-service --loglevel debug"
+    environment:
+      LDAP_ORGANIZATION: "company"
+      LDAP_DOMAIN: "company.com"
+      LDAP_ADMIN_PASSWORD: "admin"
+      LDAP_TLS: "false"
+    expose:
+      - "389"
+      - "636"
+    healthcheck:
+      test: ldapsearch -x -H ldap://localhost:$${LDAP_PORT:-389} -b "dc=company,dc=com" -D "cn=admin,dc=company,dc=com" -w admin
+      interval: 10s
+      timeout: 10s
+      retries: 3
+      start_period: 300s
+    security_opt:
+      - label:disable
+
+
+  phpldapadmin:
+    image: osixia/phpldapadmin:0.9.0
+    container_name: phpldapadmin
+    environment:
+      PHPLDAPADMIN_HTTPS=false:
+    ports:
+      - "8080:80"      
+    healthcheck:
+      test: echo 1
+      interval: 10s
+      timeout: 10s
+      retries: 3
+      start_period: 300s
+    security_opt:
+      - label:disable
+
diff --git a/tests/testflows/ldap/external_user_directory/docker-compose/zookeeper-service.yml b/tests/testflows/ldap/external_user_directory/docker-compose/zookeeper-service.yml
new file mode 100644
index 00000000000..6691a2df31c
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/docker-compose/zookeeper-service.yml
@@ -0,0 +1,18 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    image: zookeeper:3.4.12
+    expose:
+      - "2181"
+    environment:
+      ZOO_TICK_TIME: 500
+      ZOO_MY_ID: 1
+    healthcheck:
+      test: echo stat | nc localhost 2181
+      interval: 10s
+      timeout: 10s
+      retries: 3
+      start_period: 300s
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/ldap/external_user_directory/regression.py b/tests/testflows/ldap/external_user_directory/regression.py
new file mode 100755
index 00000000000..bd404d54438
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/regression.py
@@ -0,0 +1,61 @@
+#!/usr/bin/env python3
+import sys
+from testflows.core import *
+
+append_path(sys.path, "..", "..")
+
+from helpers.cluster import Cluster
+from helpers.argparser import argparser
+from ldap.external_user_directory.requirements import *
+
+# Cross-outs of known fails
+xfails = {
+    "connection protocols/tls/tls_require_cert='try'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/tls/tls_require_cert='demand'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/starttls/tls_require_cert='try'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/starttls/tls_require_cert='demand'":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/tls require cert default demand":
+     [(Fail, "can't be tested with self-signed certificates")],
+    "connection protocols/starttls with custom port":
+     [(Fail, "it seems that starttls is not enabled by default on custom plain-text ports in LDAP server")],
+    "connection protocols/tls cipher suite":
+     [(Fail, "can't get it to work")]
+}
+
+@TestFeature
+@Name("external user directory")
+@ArgumentParser(argparser)
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication("1.0")
+)
+@XFails(xfails)
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
+    """ClickHouse LDAP external user directory regression module.
+    """
+    nodes = {
+        "clickhouse": ("clickhouse1", "clickhouse2", "clickhouse3"),
+    }
+
+    with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
+        self.context.cluster = cluster
+        
+        if stress is not None or not hasattr(self.context, "stress"):
+            self.context.stress = stress
+        if parallel is not None or not hasattr(self.context, "parallel"):
+            self.context.parallel = parallel
+
+        Scenario(run=load("ldap.authentication.tests.sanity", "scenario"))
+        Scenario(run=load("ldap.external_user_directory.tests.simple", "scenario"))
+        Feature(run=load("ldap.external_user_directory.tests.restart", "feature"))
+        Feature(run=load("ldap.external_user_directory.tests.server_config", "feature"))
+        Feature(run=load("ldap.external_user_directory.tests.external_user_directory_config", "feature"))
+        Feature(run=load("ldap.external_user_directory.tests.connections", "feature"))
+        Feature(run=load("ldap.external_user_directory.tests.authentications", "feature"))
+        Feature(run=load("ldap.external_user_directory.tests.roles", "feature"))
+
+if main():
+    regression()
diff --git a/tests/testflows/ldap/external_user_directory/requirements/__init__.py b/tests/testflows/ldap/external_user_directory/requirements/__init__.py
new file mode 100644
index 00000000000..02f7d430154
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/requirements/__init__.py
@@ -0,0 +1 @@
+from .requirements import *
diff --git a/tests/testflows/ldap/external_user_directory/requirements/requirements.md b/tests/testflows/ldap/external_user_directory/requirements/requirements.md
new file mode 100644
index 00000000000..46532c3945d
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/requirements/requirements.md
@@ -0,0 +1,734 @@
+# SRS-009 ClickHouse LDAP External User Directory
+# Software Requirements Specification
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Terminology](#terminology)
+  * 3.1 [LDAP](#ldap)
+* 4 [Requirements](#requirements)
+  * 4.1 [Generic](#generic)
+    * 4.1.1 [User Authentication](#user-authentication)
+      * 4.1.1.1 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication](#rqsrs-009ldapexternaluserdirectoryauthentication)
+      * 4.1.1.2 [RQ.SRS-009.LDAP.ExternalUserDirectory.MultipleUserDirectories](#rqsrs-009ldapexternaluserdirectorymultipleuserdirectories)
+      * 4.1.1.3 [RQ.SRS-009.LDAP.ExternalUserDirectory.MultipleUserDirectories.Lookup](#rqsrs-009ldapexternaluserdirectorymultipleuserdirectorieslookup)
+      * 4.1.1.4 [RQ.SRS-009.LDAP.ExternalUserDirectory.Users.Authentication.NewUsers](#rqsrs-009ldapexternaluserdirectoryusersauthenticationnewusers)
+      * 4.1.1.5 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.DeletedUsers](#rqsrs-009ldapexternaluserdirectoryauthenticationdeletedusers)
+      * 4.1.1.6 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Valid](#rqsrs-009ldapexternaluserdirectoryauthenticationvalid)
+      * 4.1.1.7 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Invalid](#rqsrs-009ldapexternaluserdirectoryauthenticationinvalid)
+      * 4.1.1.8 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.UsernameChanged](#rqsrs-009ldapexternaluserdirectoryauthenticationusernamechanged)
+      * 4.1.1.9 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.PasswordChanged](#rqsrs-009ldapexternaluserdirectoryauthenticationpasswordchanged)
+      * 4.1.1.10 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.LDAPServerRestart](#rqsrs-009ldapexternaluserdirectoryauthenticationldapserverrestart)
+      * 4.1.1.11 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.ClickHouseServerRestart](#rqsrs-009ldapexternaluserdirectoryauthenticationclickhouseserverrestart)
+      * 4.1.1.12 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel](#rqsrs-009ldapexternaluserdirectoryauthenticationparallel)
+      * 4.1.1.13 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.ValidAndInvalid](#rqsrs-009ldapexternaluserdirectoryauthenticationparallelvalidandinvalid)
+      * 4.1.1.14 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.MultipleServers](#rqsrs-009ldapexternaluserdirectoryauthenticationparallelmultipleservers)
+      * 4.1.1.15 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.LocalOnly](#rqsrs-009ldapexternaluserdirectoryauthenticationparallellocalonly)
+      * 4.1.1.16 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.LocalAndMultipleLDAP](#rqsrs-009ldapexternaluserdirectoryauthenticationparallellocalandmultipleldap)
+      * 4.1.1.17 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.SameUser](#rqsrs-009ldapexternaluserdirectoryauthenticationparallelsameuser)
+      * 4.1.1.18 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.DynamicallyAddedAndRemovedUsers](#rqsrs-009ldapexternaluserdirectoryauthenticationparalleldynamicallyaddedandremovedusers)
+    * 4.1.2 [Connection](#connection)
+      * 4.1.2.1 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.PlainText](#rqsrs-009ldapexternaluserdirectoryconnectionprotocolplaintext)
+      * 4.1.2.2 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS](#rqsrs-009ldapexternaluserdirectoryconnectionprotocoltls)
+      * 4.1.2.3 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.StartTLS](#rqsrs-009ldapexternaluserdirectoryconnectionprotocolstarttls)
+      * 4.1.2.4 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.Validation](#rqsrs-009ldapexternaluserdirectoryconnectionprotocoltlscertificatevalidation)
+      * 4.1.2.5 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.SelfSigned](#rqsrs-009ldapexternaluserdirectoryconnectionprotocoltlscertificateselfsigned)
+      * 4.1.2.6 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.SpecificCertificationAuthority](#rqsrs-009ldapexternaluserdirectoryconnectionprotocoltlscertificatespecificcertificationauthority)
+      * 4.1.2.7 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.Anonymous](#rqsrs-009ldapexternaluserdirectoryconnectionauthenticationmechanismanonymous)
+      * 4.1.2.8 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.Unauthenticated](#rqsrs-009ldapexternaluserdirectoryconnectionauthenticationmechanismunauthenticated)
+      * 4.1.2.9 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.NamePassword](#rqsrs-009ldapexternaluserdirectoryconnectionauthenticationmechanismnamepassword)
+      * 4.1.2.10 [RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.UnreachableServer](#rqsrs-009ldapexternaluserdirectoryconnectionauthenticationunreachableserver)
+  * 4.2 [Specific](#specific)
+    * 4.2.1 [User Discovery](#user-discovery)
+      * 4.2.1.1 [RQ.SRS-009.LDAP.ExternalUserDirectory.Users.Lookup.Priority](#rqsrs-009ldapexternaluserdirectoryuserslookuppriority)
+      * 4.2.1.2 [RQ.SRS-009.LDAP.ExternalUserDirectory.Restart.Server](#rqsrs-009ldapexternaluserdirectoryrestartserver)
+      * 4.2.1.3 [RQ.SRS-009.LDAP.ExternalUserDirectory.Restart.Server.ParallelLogins](#rqsrs-009ldapexternaluserdirectoryrestartserverparallellogins)
+    * 4.2.2 [Roles](#roles)
+      * 4.2.2.1 [RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Removed](#rqsrs-009ldapexternaluserdirectoryroleremoved)
+      * 4.2.2.2 [RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Removed.Privileges](#rqsrs-009ldapexternaluserdirectoryroleremovedprivileges)
+      * 4.2.2.3 [RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Readded.Privileges](#rqsrs-009ldapexternaluserdirectoryrolereaddedprivileges)
+      * 4.2.2.4 [RQ.SRS-009.LDAP.ExternalUserDirectory.Role.New](#rqsrs-009ldapexternaluserdirectoryrolenew)
+      * 4.2.2.5 [RQ.SRS-009.LDAP.ExternalUserDirectory.Role.NewPrivilege](#rqsrs-009ldapexternaluserdirectoryrolenewprivilege)
+      * 4.2.2.6 [RQ.SRS-009.LDAP.ExternalUserDirectory.Role.RemovedPrivilege](#rqsrs-009ldapexternaluserdirectoryroleremovedprivilege)
+    * 4.2.3 [Configuration](#configuration)
+      * 4.2.3.1 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Invalid](#rqsrs-009ldapexternaluserdirectoryconfigurationserverinvalid)
+      * 4.2.3.2 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Definition](#rqsrs-009ldapexternaluserdirectoryconfigurationserverdefinition)
+      * 4.2.3.3 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Name](#rqsrs-009ldapexternaluserdirectoryconfigurationservername)
+      * 4.2.3.4 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Host](#rqsrs-009ldapexternaluserdirectoryconfigurationserverhost)
+      * 4.2.3.5 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Port](#rqsrs-009ldapexternaluserdirectoryconfigurationserverport)
+      * 4.2.3.6 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Port.Default](#rqsrs-009ldapexternaluserdirectoryconfigurationserverportdefault)
+      * 4.2.3.7 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Prefix](#rqsrs-009ldapexternaluserdirectoryconfigurationserverauthdnprefix)
+      * 4.2.3.8 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Suffix](#rqsrs-009ldapexternaluserdirectoryconfigurationserverauthdnsuffix)
+      * 4.2.3.9 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Value](#rqsrs-009ldapexternaluserdirectoryconfigurationserverauthdnvalue)
+      * 4.2.3.10 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS](#rqsrs-009ldapexternaluserdirectoryconfigurationserverenabletls)
+      * 4.2.3.11 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.Default](#rqsrs-009ldapexternaluserdirectoryconfigurationserverenabletlsoptionsdefault)
+      * 4.2.3.12 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.No](#rqsrs-009ldapexternaluserdirectoryconfigurationserverenabletlsoptionsno)
+      * 4.2.3.13 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.Yes](#rqsrs-009ldapexternaluserdirectoryconfigurationserverenabletlsoptionsyes)
+      * 4.2.3.14 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.StartTLS](#rqsrs-009ldapexternaluserdirectoryconfigurationserverenabletlsoptionsstarttls)
+      * 4.2.3.15 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsminimumprotocolversion)
+      * 4.2.3.16 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion.Values](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsminimumprotocolversionvalues)
+      * 4.2.3.17 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion.Default](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsminimumprotocolversiondefault)
+      * 4.2.3.18 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsrequirecert)
+      * 4.2.3.19 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Default](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsrequirecertoptionsdefault)
+      * 4.2.3.20 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Demand](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsrequirecertoptionsdemand)
+      * 4.2.3.21 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Allow](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsrequirecertoptionsallow)
+      * 4.2.3.22 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Try](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsrequirecertoptionstry)
+      * 4.2.3.23 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Never](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsrequirecertoptionsnever)
+      * 4.2.3.24 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCertFile](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlscertfile)
+      * 4.2.3.25 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSKeyFile](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlskeyfile)
+      * 4.2.3.26 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCACertDir](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlscacertdir)
+      * 4.2.3.27 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCACertFile](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlscacertfile)
+      * 4.2.3.28 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCipherSuite](#rqsrs-009ldapexternaluserdirectoryconfigurationservertlsciphersuite)
+      * 4.2.3.29 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Syntax](#rqsrs-009ldapexternaluserdirectoryconfigurationserversyntax)
+      * 4.2.3.30 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.LDAPUserDirectory](#rqsrs-009ldapexternaluserdirectoryconfigurationusersldapuserdirectory)
+      * 4.2.3.31 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.LDAPUserDirectory.MoreThanOne](#rqsrs-009ldapexternaluserdirectoryconfigurationusersldapuserdirectorymorethanone)
+      * 4.2.3.32 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Syntax](#rqsrs-009ldapexternaluserdirectoryconfigurationuserssyntax)
+      * 4.2.3.33 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersserver)
+      * 4.2.3.34 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Empty](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersserverempty)
+      * 4.2.3.35 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Missing](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersservermissing)
+      * 4.2.3.36 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.MoreThanOne](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersservermorethanone)
+      * 4.2.3.37 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Invalid](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersserverinvalid)
+      * 4.2.3.38 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersroles)
+      * 4.2.3.39 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.MoreThanOne](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersrolesmorethanone)
+      * 4.2.3.40 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Invalid](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersrolesinvalid)
+      * 4.2.3.41 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Empty](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersrolesempty)
+      * 4.2.3.42 [RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Missing](#rqsrs-009ldapexternaluserdirectoryconfigurationusersparametersrolesmissing)
+    * 4.2.4 [Authentication](#authentication)
+      * 4.2.4.1 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.Empty](#rqsrs-009ldapexternaluserdirectoryauthenticationusernameempty)
+      * 4.2.4.2 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.Long](#rqsrs-009ldapexternaluserdirectoryauthenticationusernamelong)
+      * 4.2.4.3 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.UTF8](#rqsrs-009ldapexternaluserdirectoryauthenticationusernameutf8)
+      * 4.2.4.4 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.Empty](#rqsrs-009ldapexternaluserdirectoryauthenticationpasswordempty)
+      * 4.2.4.5 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.Long](#rqsrs-009ldapexternaluserdirectoryauthenticationpasswordlong)
+      * 4.2.4.6 [RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.UTF8](#rqsrs-009ldapexternaluserdirectoryauthenticationpasswordutf8)
+* 5 [References](#references)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+The [QA-SRS007 ClickHouse Authentication of Users via LDAP] enables support for authenticating
+users using an [LDAP] server. This requirements specifications add addition functionality
+for integrating [LDAP] with [ClickHouse].
+
+This document will cover requirements to allow authenticatoin of users stored in the
+external user discovery using an [LDAP] server without having to explicitly define users in [ClickHouse]'s
+`users.xml` configuration file.
+
+## Terminology
+
+### LDAP
+
+* Lightweight Directory Access Protocol
+
+## Requirements
+
+### Generic
+
+#### User Authentication
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users that are defined only on the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.MultipleUserDirectories
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users using multiple [LDAP] external user directories.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.MultipleUserDirectories.Lookup
+version: 1.0
+
+[ClickHouse] SHALL attempt to authenticate external [LDAP] user
+using [LDAP] external user directory in the same order
+in which user directories are specified in the `config.xml` file.
+If a user cannot be authenticated using the first [LDAP] external user directory
+then the next user directory in the list SHALL be used.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Users.Authentication.NewUsers
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users that are defined only on the [LDAP] server
+as soon as they are added to the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.DeletedUsers
+version: 1.0
+
+[ClickHouse] SHALL not allow authentication of users that
+were previously defined only on the [LDAP] server but were removed
+from the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Valid
+version: 1.0
+
+[ClickHouse] SHALL only allow user authentication using [LDAP] server if and only if
+user name and password match [LDAP] server records for the user
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if either user name or password
+do not match [LDAP] server records for the user
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.UsernameChanged
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if the username is changed
+on the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.PasswordChanged
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication if the password
+for the user is changed on the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.LDAPServerRestart
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users after [LDAP] server is restarted
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.ClickHouseServerRestart
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users after server is restarted
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of users using [LDAP] server
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.ValidAndInvalid
+version: 1.0
+
+[ClickHouse] SHALL support authentication of valid users and
+prohibit authentication of invalid users using [LDAP] server
+in parallel without having invalid attempts affecting valid authentications
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.MultipleServers
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of external [LDAP] users
+authenticated using multiple [LDAP] external user directories.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.LocalOnly
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of users defined only locally
+when one or more [LDAP] external user directories are specified in the configuration file.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.LocalAndMultipleLDAP
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of local and external [LDAP] users
+authenticated using multiple [LDAP] external user directories.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.SameUser
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of the same external [LDAP] user
+authenticated using the same [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.DynamicallyAddedAndRemovedUsers
+version: 1.0
+
+[ClickHouse] SHALL support parallel authentication of users using
+[LDAP] external user directory when [LDAP] users are dynamically added and
+removed.
+
+#### Connection
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support user authentication using plain text `ldap://` non secure protocol
+while connecting to the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS
+version: 1.0
+
+[ClickHouse] SHALL support user authentication using `SSL/TLS` `ldaps://` secure protocol
+while connecting to the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.StartTLS
+version: 1.0
+
+[ClickHouse] SHALL support user authentication using legacy `StartTLS` protocol which is a
+plain text `ldap://` protocol that is upgraded to [TLS] when connecting to the [LDAP] server
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.Validation
+version: 1.0
+
+[ClickHouse] SHALL support certificate validation used for [TLS] connections
+to the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.SelfSigned
+version: 1.0
+
+[ClickHouse] SHALL support self-signed certificates for [TLS] connections
+to the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.SpecificCertificationAuthority
+version: 1.0
+
+[ClickHouse] SHALL support certificates signed by specific Certification Authority for [TLS] connections
+to the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.Anonymous
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication using [Anonymous Authentication Mechanism of Simple Bind]
+authentication mechanism when connecting to the [LDAP] server when using [LDAP] external server directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.Unauthenticated
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit authentication using [Unauthenticated Authentication Mechanism of Simple Bind]
+authentication mechanism when connecting to the [LDAP] server when using [LDAP] external server directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.NamePassword
+version: 1.0
+
+[ClickHouse] SHALL allow authentication using only [Name/Password Authentication Mechanism of Simple Bind]
+authentication mechanism when connecting to the [LDAP] server when using [LDAP] external server directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.UnreachableServer
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server is unreachable
+when using [LDAP] external user directory.
+
+### Specific
+
+#### User Discovery
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Users.Lookup.Priority
+version: 2.0
+
+[ClickHouse] SHALL lookup user presence in the same order
+as user directories are defined in the `config.xml`.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Restart.Server
+version: 1.0
+
+[ClickHouse] SHALL support restarting server when one or more LDAP external directories
+are configured.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Restart.Server.ParallelLogins
+version: 1.0
+
+[ClickHouse] SHALL support restarting server when one or more LDAP external directories
+are configured during parallel [LDAP] user logins.
+
+#### Roles
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Removed
+version: 1.0
+
+[ClickHouse] SHALL reject authentication attempt if any of the roles that are specified in the configuration
+of the external user directory are not defined at the time of the authentication attempt
+with an exception that if a user was able to authenticate in past and its internal user object was created and cached
+then the user SHALL be able to authenticate again, even if one of the roles is missing.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Removed.Privileges
+version: 1.0
+
+[ClickHouse] SHALL remove the privileges provided by the role from all the LDAP
+users authenticated using external user directory if it is removed
+including currently cached users that are still able to authenticated where the removed
+role is specified in the configuration of the external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Readded.Privileges
+version: 1.0
+
+[ClickHouse] SHALL reassign the role and add the privileges provided by the role
+when it is re-added after removal for all LDAP users authenticated using external user directory
+including any cached users where the re-added role was specified in the configuration of the external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Role.New
+version: 1.0
+
+[ClickHouse] SHALL not allow any new roles to be assigned to any LDAP
+users authenticated using external user directory unless the role is specified
+in the configuration of the external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Role.NewPrivilege
+version: 1.0
+
+[ClickHouse] SHALL add new privilege to all the LDAP users authenticated using external user directory
+including cached users when new privilege is added to one of the roles specified
+in the configuration of the external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Role.RemovedPrivilege
+version: 1.0
+
+[ClickHouse] SHALL remove privilege from all the LDAP users authenticated using external user directory
+including cached users when privilege is removed from all the roles specified
+in the configuration of the external user directory.
+
+#### Configuration
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server configuration is not valid.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Definition
+version: 1.0
+
+[ClickHouse] SHALL support using the [LDAP] servers defined in the
+`ldap_servers` section of the `config.xml` as the server to be used
+for a external user directory that uses an [LDAP] server as a source of user definitions.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Name
+version: 1.0
+
+[ClickHouse] SHALL not support empty string as a server name.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Host
+version: 1.0
+
+[ClickHouse] SHALL support `<host>` parameter to specify [LDAP]
+server hostname or IP, this parameter SHALL be mandatory and SHALL not be empty.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Port
+version: 1.0
+
+[ClickHouse] SHALL support `<port>` parameter to specify [LDAP] server port.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Port.Default
+version: 1.0
+
+[ClickHouse] SHALL use default port number `636` if `enable_tls` is set to `yes` or `389` otherwise.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Prefix
+version: 1.0
+
+[ClickHouse] SHALL support `<auth_dn_prefix>` parameter to specify the prefix
+of value used to construct the DN to bound to during authentication via [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Suffix
+version: 1.0
+
+[ClickHouse] SHALL support `<auth_dn_suffix>` parameter to specify the suffix
+of value used to construct the DN to bound to during authentication via [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Value
+version: 1.0
+
+[ClickHouse] SHALL construct DN as  `auth_dn_prefix + escape(user_name) + auth_dn_suffix` string.
+
+> This implies that auth_dn_suffix should usually have comma ',' as its first non-space character.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS
+version: 1.0
+
+[ClickHouse] SHALL support `<enable_tls>` parameter to trigger the use of secure connection to the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.Default
+version: 1.0
+
+[ClickHouse] SHALL use `yes` value as the default for `<enable_tls>` parameter
+to enable SSL/TLS `ldaps://` protocol.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.No
+version: 1.0
+
+[ClickHouse] SHALL support specifying `no` as the value of `<enable_tls>` parameter to enable
+plain text `ldap://` protocol.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.Yes
+version: 1.0
+
+[ClickHouse] SHALL support specifying `yes` as the value of `<enable_tls>` parameter to enable
+SSL/TLS `ldaps://` protocol.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.StartTLS
+version: 1.0
+
+[ClickHouse] SHALL support specifying `starttls` as the value of `<enable_tls>` parameter to enable
+legacy `StartTLS` protocol that used plain text `ldap://` protocol, upgraded to [TLS].
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_minimum_protocol_version>` parameter to specify
+the minimum protocol version of SSL/TLS.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion.Values
+version: 1.0
+
+[ClickHouse] SHALL support specifying `ssl2`, `ssl3`, `tls1.0`, `tls1.1`, and `tls1.2`
+as a value of the `<tls_minimum_protocol_version>` parameter.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion.Default
+version: 1.0
+
+[ClickHouse] SHALL set `tls1.2` as the default value of the `<tls_minimum_protocol_version>` parameter.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_require_cert>` parameter to specify [TLS] peer
+certificate verification behavior.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Default
+version: 1.0
+
+[ClickHouse] SHALL use `demand` value as the default for the `<tls_require_cert>` parameter.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Demand
+version: 1.0
+
+[ClickHouse] SHALL support specifying `demand` as the value of `<tls_require_cert>` parameter to
+enable requesting of client certificate.  If no certificate  is  provided,  or  a  bad   certificate   is
+provided, the session SHALL be immediately terminated.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Allow
+version: 1.0
+
+[ClickHouse] SHALL support specifying `allow` as the value of `<tls_require_cert>` parameter to
+enable requesting of client certificate. If no
+certificate is provided, the session SHALL proceed normally.
+If a bad certificate is provided, it SHALL be ignored and the session SHALL proceed normally.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Try
+version: 1.0
+
+[ClickHouse] SHALL support specifying `try` as the value of `<tls_require_cert>` parameter to
+enable requesting of client certificate. If no certificate is provided, the session
+SHALL proceed  normally.  If a bad certificate is provided, the session SHALL be
+immediately terminated.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Never
+version: 1.0
+
+[ClickHouse] SHALL support specifying `never` as the value of `<tls_require_cert>` parameter to
+disable requesting of client certificate.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCertFile
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_cert_file>` to specify the path to certificate file used by
+[ClickHouse] to establish connection with the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSKeyFile
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_key_file>` to specify the path to key file for the certificate
+specified by the `<tls_cert_file>` parameter.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCACertDir
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_ca_cert_dir>` parameter to specify to a path to
+the directory containing [CA] certificates used to verify certificates provided by the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCACertFile
+version: 1.0
+
+[ClickHouse] SHALL support `<tls_ca_cert_file>` parameter to specify a path to a specific
+[CA] certificate file used to verify certificates provided by the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCipherSuite
+version: 1.0
+
+[ClickHouse] SHALL support `tls_cipher_suite` parameter to specify allowed cipher suites.
+The value SHALL use the same format as the `ciphersuites` in the [OpenSSL Ciphers].
+
+For example,
+
+```xml
+<tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
+```
+
+The available suites SHALL depend on the [OpenSSL] library version and variant used to build
+[ClickHouse] and therefore might change.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following example syntax to create an entry for an [LDAP] server inside the `config.xml`
+configuration file or of any configuration file inside the `config.d` directory.
+
+```xml
+<yandex>
+    <my_ldap_server>
+        <host>localhost</host>
+        <port>636</port>
+        <auth_dn_prefix>cn=</auth_dn_prefix>
+        <auth_dn_suffix>, ou=users, dc=example, dc=com</auth_dn_suffix>
+        <enable_tls>yes</enable_tls>
+        <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>
+        <tls_require_cert>demand</tls_require_cert>
+        <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>
+        <tls_key_file>/path/to/tls_key_file</tls_key_file>
+        <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>
+        <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>
+        <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
+    </my_ldap_server>
+</yandex>
+```
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.LDAPUserDirectory
+version: 1.0
+
+[ClickHouse] SHALL support `<ldap>` sub-section in the `<user_directories>` section of the `config.xml`
+that SHALL define a external user directory that uses an [LDAP] server as a source of user definitions.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.LDAPUserDirectory.MoreThanOne
+version: 2.0
+
+[ClickHouse] SHALL support more than one `<ldap>` sub-sections in the `<user_directories>` section of the `config.xml`
+that SHALL allow to define more than one external user directory that use an [LDAP] server as a source
+of user definitions.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support `<ldap>` section with the following syntax
+
+```xml
+<yandex>
+    <user_directories>
+        <ldap>
+            <server>my_ldap_server</server>
+            <roles>
+                <my_local_role1 />
+                <my_local_role2 />
+            </roles>
+        </ldap>
+    </user_directories>
+</yandex>
+```
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server
+version: 1.0
+
+[ClickHouse] SHALL support `server` parameter in the `<ldap>` sub-section in the `<user_directories>`
+section of the `config.xml` that SHALL specify one of LDAP server names
+defined in `<ldap_servers>` section.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Empty
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `server` parameter in the `<ldap>` sub-section in the `<user_directories>`
+is empty.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Missing
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `server` parameter in the `<ldap>` sub-section in the `<user_directories>`
+is missing.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.MoreThanOne
+version: 1.0
+
+[ClickHouse] SHALL only use the first definitition of the `server` parameter in the `<ldap>` sub-section in the `<user_directories>`
+if more than one `server` parameter is defined in the configuration.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the server specified as the value of the `<server>`
+parameter is not defined.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles
+version: 1.0
+
+[ClickHouse] SHALL support `roles` parameter in the `<ldap>` sub-section in the `<user_directories>`
+section of the `config.xml` that SHALL specify the names of a locally defined roles that SHALL
+be assigned to all users retrieved from the [LDAP] server.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.MoreThanOne
+version: 1.0
+
+[ClickHouse] SHALL only use the first definitition of the `roles` parameter
+in the `<ldap>` sub-section in the `<user_directories>`
+if more than one `roles` parameter is defined in the configuration.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Invalid
+version: 1.0
+
+[ClickHouse] SHALL return an error if the role specified in the `<roles>`
+parameter does not exist locally.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Empty
+version: 1.0
+
+[ClickHouse] SHALL not allow users authenticated using LDAP external user directory
+to perform any action if the `roles` parameter in the `<ldap>` sub-section in the `<user_directories>`
+section is empty.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Missing
+version: 1.0
+
+[ClickHouse] SHALL not allow users authenticated using LDAP external user directory
+to perform any action if the `roles` parameter in the `<ldap>` sub-section in the `<user_directories>`
+section is missing.
+
+#### Authentication
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.Empty
+version: 1.0
+
+[ClickHouse] SHALL not support authenticating users with empty username
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.Long
+version: 1.0
+
+[ClickHouse] SHALL support authenticating users with a long username of at least 256 bytes
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.UTF8
+version: 1.0
+
+[ClickHouse] SHALL support authentication users with a username that contains [UTF-8] characters
+when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.Empty
+version: 1.0
+
+[ClickHouse] SHALL not support authenticating users with empty passwords
+even if an empty password is valid for the user and
+is allowed by the [LDAP] server when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.Long
+version: 1.0
+
+[ClickHouse] SHALL support long password of at least 256 bytes
+that can be used to authenticate users when using [LDAP] external user directory.
+
+##### RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.UTF8
+version: 1.0
+
+[ClickHouse] SHALL support [UTF-8] characters in passwords
+used to authenticate users when using [LDAP] external user directory.
+
+## References
+
+* **Access Control and Account Management**: https://clickhouse.tech/docs/en/operations/access-rights/
+* **LDAP**: https://en.wikipedia.org/wiki/Lightweight_Directory_Access_Protocol
+* **ClickHouse:** https://clickhouse.tech
+
+[SRS]: #srs
+[Access Control and Account Management]: https://clickhouse.tech/docs/en/operations/access-rights/
+[SRS-007 ClickHouse Authentication of Users via LDAP]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/ldap/authentication/requirements/requirements.md
+[LDAP]: https://en.wikipedia.org/wiki/Lightweight_Directory_Access_Protocol
+[ClickHouse]: https://clickhouse.tech
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/ldap/external_user_directory/requirements/requirements.md
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/ldap/external_user_directory/requirements/requirements.md
+[Git]: https://git-scm.com/
+[GitHub]: https://github.com
diff --git a/tests/testflows/ldap/external_user_directory/requirements/requirements.py b/tests/testflows/ldap/external_user_directory/requirements/requirements.py
new file mode 100644
index 00000000000..4c4b17d01dc
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/requirements/requirements.py
@@ -0,0 +1,1260 @@
+# These requirements were auto generated
+# from software requirements specification (SRS)
+# document by TestFlows v1.6.201009.1190249.
+# Do not edit by hand but re-generate instead
+# using 'tfs requirements generate' command.
+from testflows.core import Requirement
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authenticating users that are defined only on the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_MultipleUserDirectories = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.MultipleUserDirectories',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authenticating users using multiple [LDAP] external user directories.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_MultipleUserDirectories_Lookup = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.MultipleUserDirectories.Lookup',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL attempt to authenticate external [LDAP] user\n'
+        'using [LDAP] external user directory in the same order\n'
+        'in which user directories are specified in the `config.xml` file.\n'
+        'If a user cannot be authenticated using the first [LDAP] external user directory\n'
+        'then the next user directory in the list SHALL be used.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Users_Authentication_NewUsers = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Users.Authentication.NewUsers',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authenticating users that are defined only on the [LDAP] server\n'
+        'as soon as they are added to the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_DeletedUsers = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.DeletedUsers',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not allow authentication of users that\n'
+        'were previously defined only on the [LDAP] server but were removed\n'
+        'from the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Valid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only allow user authentication using [LDAP] server if and only if\n'
+        'user name and password match [LDAP] server records for the user\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit authentication if either user name or password\n'
+        'do not match [LDAP] server records for the user\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_UsernameChanged = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.UsernameChanged',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit authentication if the username is changed\n'
+        'on the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_PasswordChanged = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.PasswordChanged',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit authentication if the password\n'
+        'for the user is changed on the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_LDAPServerRestart = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.LDAPServerRestart',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authenticating users after [LDAP] server is restarted\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_ClickHouseServerRestart = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.ClickHouseServerRestart',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authenticating users after server is restarted\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support parallel authentication of users using [LDAP] server\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_ValidAndInvalid = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.ValidAndInvalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authentication of valid users and\n'
+        'prohibit authentication of invalid users using [LDAP] server\n'
+        'in parallel without having invalid attempts affecting valid authentications\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_MultipleServers = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.MultipleServers',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support parallel authentication of external [LDAP] users\n'
+        'authenticated using multiple [LDAP] external user directories.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_LocalOnly = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.LocalOnly',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support parallel authentication of users defined only locally\n'
+        'when one or more [LDAP] external user directories are specified in the configuration file.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_LocalAndMultipleLDAP = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.LocalAndMultipleLDAP',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support parallel authentication of local and external [LDAP] users\n'
+        'authenticated using multiple [LDAP] external user directories.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_SameUser = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.SameUser',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support parallel authentication of the same external [LDAP] user\n'
+        'authenticated using the same [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_DynamicallyAddedAndRemovedUsers = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Parallel.DynamicallyAddedAndRemovedUsers',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support parallel authentication of users using\n'
+        '[LDAP] external user directory when [LDAP] users are dynamically added and\n'
+        'removed.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_PlainText = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.PlainText',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support user authentication using plain text `ldap://` non secure protocol\n'
+        'while connecting to the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_TLS = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support user authentication using `SSL/TLS` `ldaps://` secure protocol\n'
+        'while connecting to the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_StartTLS = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.StartTLS',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support user authentication using legacy `StartTLS` protocol which is a\n'
+        'plain text `ldap://` protocol that is upgraded to [TLS] when connecting to the [LDAP] server\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_TLS_Certificate_Validation = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.Validation',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support certificate validation used for [TLS] connections\n'
+        'to the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_TLS_Certificate_SelfSigned = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.SelfSigned',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support self-signed certificates for [TLS] connections\n'
+        'to the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_TLS_Certificate_SpecificCertificationAuthority = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Protocol.TLS.Certificate.SpecificCertificationAuthority',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support certificates signed by specific Certification Authority for [TLS] connections\n'
+        'to the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Authentication_Mechanism_Anonymous = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.Anonymous',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit authentication using [Anonymous Authentication Mechanism of Simple Bind]\n'
+        'authentication mechanism when connecting to the [LDAP] server when using [LDAP] external server directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Authentication_Mechanism_Unauthenticated = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.Unauthenticated',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit authentication using [Unauthenticated Authentication Mechanism of Simple Bind]\n'
+        'authentication mechanism when connecting to the [LDAP] server when using [LDAP] external server directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Authentication_Mechanism_NamePassword = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.Mechanism.NamePassword',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL allow authentication using only [Name/Password Authentication Mechanism of Simple Bind]\n'
+        'authentication mechanism when connecting to the [LDAP] server when using [LDAP] external server directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Authentication_UnreachableServer = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Connection.Authentication.UnreachableServer',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server is unreachable\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Users_Lookup_Priority = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Users.Lookup.Priority',
+        version='2.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL lookup user presence in the same order\n'
+        'as user directories are defined in the `config.xml`.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Restart_Server = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Restart.Server',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support restarting server when one or more LDAP external directories\n'
+        'are configured.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Restart_Server_ParallelLogins = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Restart.Server.ParallelLogins',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support restarting server when one or more LDAP external directories\n'
+        'are configured during parallel [LDAP] user logins.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Role_Removed = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Removed',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL reject authentication attempt if any of the roles that are specified in the configuration\n'
+        'of the external user directory are not defined at the time of the authentication attempt\n'
+        'with an exception that if a user was able to authenticate in past and its internal user object was created and cached\n'
+        'then the user SHALL be able to authenticate again, even if one of the roles is missing.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Role_Removed_Privileges = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Removed.Privileges',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL remove the privileges provided by the role from all the LDAP\n'
+        'users authenticated using external user directory if it is removed\n'
+        'including currently cached users that are still able to authenticated where the removed\n'
+        'role is specified in the configuration of the external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Role_Readded_Privileges = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Role.Readded.Privileges',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL reassign the role and add the privileges provided by the role\n'
+        'when it is re-added after removal for all LDAP users authenticated using external user directory\n'
+        'including any cached users where the re-added role was specified in the configuration of the external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Role_New = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Role.New',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not allow any new roles to be assigned to any LDAP\n'
+        'users authenticated using external user directory unless the role is specified\n'
+        'in the configuration of the external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Role_NewPrivilege = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Role.NewPrivilege',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL add new privilege to all the LDAP users authenticated using external user directory\n'
+        'including cached users when new privilege is added to one of the roles specified\n'
+        'in the configuration of the external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Role_RemovedPrivilege = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Role.RemovedPrivilege',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL remove privilege from all the LDAP users authenticated using external user directory\n'
+        'including cached users when privilege is removed from all the roles specified\n'
+        'in the configuration of the external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error and prohibit user login if [LDAP] server configuration is not valid.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Definition = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Definition',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support using the [LDAP] servers defined in the\n'
+        '`ldap_servers` section of the `config.xml` as the server to be used\n'
+        'for a external user directory that uses an [LDAP] server as a source of user definitions.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Name = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Name',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not support empty string as a server name.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Host = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Host',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<host>` parameter to specify [LDAP]\n'
+        'server hostname or IP, this parameter SHALL be mandatory and SHALL not be empty.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Port',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<port>` parameter to specify [LDAP] server port.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port_Default = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Port.Default',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use default port number `636` if `enable_tls` is set to `yes` or `389` otherwise.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Prefix = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Prefix',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<auth_dn_prefix>` parameter to specify the prefix\n'
+        'of value used to construct the DN to bound to during authentication via [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Suffix = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Suffix',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<auth_dn_suffix>` parameter to specify the suffix\n'
+        'of value used to construct the DN to bound to during authentication via [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Value = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.AuthDN.Value',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL construct DN as  `auth_dn_prefix + escape(user_name) + auth_dn_suffix` string.\n'
+        '\n'
+        "> This implies that auth_dn_suffix should usually have comma ',' as its first non-space character.\n"
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<enable_tls>` parameter to trigger the use of secure connection to the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_Default = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.Default',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use `yes` value as the default for `<enable_tls>` parameter\n'
+        'to enable SSL/TLS `ldaps://` protocol.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_No = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.No',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `no` as the value of `<enable_tls>` parameter to enable\n'
+        'plain text `ldap://` protocol.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_Yes = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.Yes',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `yes` as the value of `<enable_tls>` parameter to enable\n'
+        'SSL/TLS `ldaps://` protocol.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_StartTLS = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.EnableTLS.Options.StartTLS',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `starttls` as the value of `<enable_tls>` parameter to enable\n'
+        'legacy `StartTLS` protocol that used plain text `ldap://` protocol, upgraded to [TLS].\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSMinimumProtocolVersion = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<tls_minimum_protocol_version>` parameter to specify\n'
+        'the minimum protocol version of SSL/TLS.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSMinimumProtocolVersion_Values = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion.Values',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `ssl2`, `ssl3`, `tls1.0`, `tls1.1`, and `tls1.2`\n'
+        'as a value of the `<tls_minimum_protocol_version>` parameter.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSMinimumProtocolVersion_Default = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSMinimumProtocolVersion.Default',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL set `tls1.2` as the default value of the `<tls_minimum_protocol_version>` parameter.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<tls_require_cert>` parameter to specify [TLS] peer\n'
+        'certificate verification behavior.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Default = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Default',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL use `demand` value as the default for the `<tls_require_cert>` parameter.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Demand = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Demand',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `demand` as the value of `<tls_require_cert>` parameter to\n'
+        'enable requesting of client certificate.  If no certificate  is  provided,  or  a  bad   certificate   is\n'
+        'provided, the session SHALL be immediately terminated.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Allow = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Allow',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `allow` as the value of `<tls_require_cert>` parameter to\n'
+        'enable requesting of client certificate. If no\n'
+        'certificate is provided, the session SHALL proceed normally.\n'
+        'If a bad certificate is provided, it SHALL be ignored and the session SHALL proceed normally.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Try = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Try',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `try` as the value of `<tls_require_cert>` parameter to\n'
+        'enable requesting of client certificate. If no certificate is provided, the session\n'
+        'SHALL proceed  normally.  If a bad certificate is provided, the session SHALL be\n'
+        'immediately terminated.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Never = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSRequireCert.Options.Never',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support specifying `never` as the value of `<tls_require_cert>` parameter to\n'
+        'disable requesting of client certificate.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCertFile = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCertFile',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<tls_cert_file>` to specify the path to certificate file used by\n'
+        '[ClickHouse] to establish connection with the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSKeyFile = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSKeyFile',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<tls_key_file>` to specify the path to key file for the certificate\n'
+        'specified by the `<tls_cert_file>` parameter.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCACertDir = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCACertDir',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<tls_ca_cert_dir>` parameter to specify to a path to\n'
+        'the directory containing [CA] certificates used to verify certificates provided by the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCACertFile = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCACertFile',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<tls_ca_cert_file>` parameter to specify a path to a specific\n'
+        '[CA] certificate file used to verify certificates provided by the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCipherSuite = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.TLSCipherSuite',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `tls_cipher_suite` parameter to specify allowed cipher suites.\n'
+        'The value SHALL use the same format as the `ciphersuites` in the [OpenSSL Ciphers].\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```xml\n'
+        '<tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>\n'
+        '```\n'
+        '\n'
+        'The available suites SHALL depend on the [OpenSSL] library version and variant used to build\n'
+        '[ClickHouse] and therefore might change.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Syntax = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Server.Syntax',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support the following example syntax to create an entry for an [LDAP] server inside the `config.xml`\n'
+        'configuration file or of any configuration file inside the `config.d` directory.\n'
+        '\n'
+        '```xml\n'
+        '<yandex>\n'
+        '    <my_ldap_server>\n'
+        '        <host>localhost</host>\n'
+        '        <port>636</port>\n'
+        '        <auth_dn_prefix>cn=</auth_dn_prefix>\n'
+        '        <auth_dn_suffix>, ou=users, dc=example, dc=com</auth_dn_suffix>\n'
+        '        <enable_tls>yes</enable_tls>\n'
+        '        <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>\n'
+        '        <tls_require_cert>demand</tls_require_cert>\n'
+        '        <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>\n'
+        '        <tls_key_file>/path/to/tls_key_file</tls_key_file>\n'
+        '        <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>\n'
+        '        <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>\n'
+        '        <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>\n'
+        '    </my_ldap_server>\n'
+        '</yandex>\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_LDAPUserDirectory = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.LDAPUserDirectory',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<ldap>` sub-section in the `<user_directories>` section of the `config.xml`\n'
+        'that SHALL define a external user directory that uses an [LDAP] server as a source of user definitions.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_LDAPUserDirectory_MoreThanOne = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.LDAPUserDirectory.MoreThanOne',
+        version='2.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support more than one `<ldap>` sub-sections in the `<user_directories>` section of the `config.xml`\n'
+        'that SHALL allow to define more than one external user directory that use an [LDAP] server as a source\n'
+        'of user definitions.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Syntax = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Syntax',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `<ldap>` section with the following syntax\n'
+        '\n'
+        '```xml\n'
+        '<yandex>\n'
+        '    <user_directories>\n'
+        '        <ldap>\n'
+        '            <server>my_ldap_server</server>\n'
+        '            <roles>\n'
+        '                <my_local_role1 />\n'
+        '                <my_local_role2 />\n'
+        '            </roles>\n'
+        '        </ldap>\n'
+        '    </user_directories>\n'
+        '</yandex>\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `server` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'section of the `config.xml` that SHALL specify one of LDAP server names\n'
+        'defined in `<ldap_servers>` section.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_Empty = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Empty',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `server` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'is empty.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_Missing = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Missing',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the `server` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'is missing.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_MoreThanOne = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.MoreThanOne',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only use the first definitition of the `server` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'if more than one `server` parameter is defined in the configuration.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_Invalid = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Server.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the server specified as the value of the `<server>`\n'
+        'parameter is not defined.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support `roles` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'section of the `config.xml` that SHALL specify the names of a locally defined roles that SHALL\n'
+        'be assigned to all users retrieved from the [LDAP] server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_MoreThanOne = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.MoreThanOne',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only use the first definitition of the `roles` parameter\n'
+        'in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'if more than one `roles` parameter is defined in the configuration.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_Invalid = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Invalid',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL return an error if the role specified in the `<roles>`\n'
+        'parameter does not exist locally.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_Empty = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Empty',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not allow users authenticated using LDAP external user directory\n'
+        'to perform any action if the `roles` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'section is empty.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_Missing = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Configuration.Users.Parameters.Roles.Missing',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not allow users authenticated using LDAP external user directory\n'
+        'to perform any action if the `roles` parameter in the `<ldap>` sub-section in the `<user_directories>`\n'
+        'section is missing.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Username_Empty = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.Empty',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not support authenticating users with empty username\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Username_Long = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.Long',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authenticating users with a long username of at least 256 bytes\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Username_UTF8 = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Username.UTF8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support authentication users with a username that contains [UTF-8] characters\n'
+        'when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_Empty = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.Empty',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL not support authenticating users with empty passwords\n'
+        'even if an empty password is valid for the user and\n'
+        'is allowed by the [LDAP] server when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_Long = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.Long',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support long password of at least 256 bytes\n'
+        'that can be used to authenticate users when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_UTF8 = Requirement(
+        name='RQ.SRS-009.LDAP.ExternalUserDirectory.Authentication.Password.UTF8',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support [UTF-8] characters in passwords\n'
+        'used to authenticate users when using [LDAP] external user directory.\n'
+        '\n'
+        ),
+        link=None)
diff --git a/tests/testflows/ldap/external_user_directory/tests/authentications.py b/tests/testflows/ldap/external_user_directory/tests/authentications.py
new file mode 100644
index 00000000000..47c10121b68
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/authentications.py
@@ -0,0 +1,761 @@
+# -*- coding: utf-8 -*-
+import random
+
+from multiprocessing.dummy import Pool
+from testflows.core import *
+from testflows.asserts import error
+
+from ldap.external_user_directory.tests.common import *
+from ldap.external_user_directory.requirements import *
+
+servers = {
+    "openldap1": {
+        "host": "openldap1",
+        "port": "389",
+        "enable_tls": "no",
+        "auth_dn_prefix": "cn=",
+        "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+    },
+    "openldap2": {
+        "host": "openldap2",
+        "port": "636",
+        "enable_tls": "yes",
+        "auth_dn_prefix": "cn=",
+        "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+        "tls_require_cert": "never",
+    }
+}
+
+@TestOutline
+def add_user_to_ldap_and_login(self, server, user=None, ch_user=None, login=None, exitcode=None, message=None):
+    """Add user to LDAP and ClickHouse and then try to login.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    if ch_user is None:
+        ch_user = {}
+    if login is None:
+        login = {}
+    if user is None:
+        user = {"cn": "myuser", "userpassword": "myuser"}
+
+    with ldap_user(**user) as user:
+        username = login.get("username", user["cn"])
+        password = login.get("password", user["userpassword"])
+
+        login_and_execute_query(username=username, password=password, exitcode=exitcode, message=message)
+
+def login_with_valid_username_and_password(users, i, iterations=10):
+    """Login with valid username and password.
+    """
+    with When(f"valid users try to login #{i}"):
+        for i in range(iterations):
+            random_user = users[random.randint(0, len(users)-1)]
+            login_and_execute_query(username=random_user["cn"], password=random_user["userpassword"], steps=False)
+
+def login_with_valid_username_and_invalid_password(users, i, iterations=10):
+    """Login with valid username and invalid password.
+    """
+    with When(f"users try to login with valid username and invalid password #{i}"):
+        for i in range(iterations):
+            random_user = users[random.randint(0, len(users)-1)]
+            login_and_execute_query(username=random_user["cn"],
+                password=(random_user["userpassword"] + randomword(1)),
+                exitcode=4,
+                message=f"DB::Exception: {random_user['cn']}: Authentication failed: password is incorrect or there is no user with such name",
+                steps=False)
+
+def login_with_invalid_username_and_valid_password(users, i, iterations=10):
+    """Login with invalid username and valid password.
+    """
+    with When(f"users try to login with invalid username and valid password #{i}"):
+        for i in range(iterations):
+            random_user = dict(users[random.randint(0, len(users)-1)])
+            random_user["cn"] += randomword(1)
+            login_and_execute_query(username=random_user["cn"],
+                password=random_user["userpassword"],
+                exitcode=4,
+                message=f"DB::Exception: {random_user['cn']}: Authentication failed: password is incorrect or there is no user with such name",
+                steps=False)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_ValidAndInvalid("1.0")
+)
+def parallel_login(self, server, user_count=10, timeout=200):
+    """Check that login of valid and invalid LDAP authenticated users works in parallel.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    with Given("a group of LDAP users"):
+        users = [{"cn": f"parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)]
+
+    with ldap_users(*users):
+        tasks = []
+        try:
+            with When("users try to login in parallel", description="""
+                * with valid username and password
+                * with invalid username and valid password
+                * with valid username and invalid password
+                """):
+                p = Pool(15)
+                for i in range(25):
+                    tasks.append(p.apply_async(login_with_valid_username_and_password, (users, i, 50,)))
+                    tasks.append(p.apply_async(login_with_valid_username_and_invalid_password, (users, i, 50,)))
+                    tasks.append(p.apply_async(login_with_invalid_username_and_valid_password, (users, i, 50,)))
+
+        finally:
+            with Then("it should work"):
+                join(tasks, timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_SameUser("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_ValidAndInvalid("1.0")
+)
+def parallel_login_with_the_same_user(self, server, timeout=200):
+    """Check that valid and invalid logins of the same
+    LDAP authenticated user works in parallel.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    with Given("only one LDAP user"):
+        users = [{"cn": f"parallel_user1", "userpassword": randomword(20)}]
+
+    with ldap_users(*users):
+        tasks = []
+        try:
+            with When("the same user tries to login in parallel", description="""
+                * with valid username and password
+                * with invalid username and valid password
+                * with valid username and invalid password
+                """):
+                p = Pool(15)
+                for i in range(25):
+                    tasks.append(p.apply_async(login_with_valid_username_and_password, (users, i, 50,)))
+                    tasks.append(p.apply_async(login_with_valid_username_and_invalid_password, (users, i, 50,)))
+                    tasks.append(p.apply_async(login_with_invalid_username_and_valid_password, (users, i, 50,)))
+
+        finally:
+            with Then("it should work"):
+                join(tasks, timeout)
+
+@TestScenario
+def login_after_ldap_external_user_directory_is_removed(self, server):
+    """Check that ClickHouse stops authenticating LDAP users
+    after LDAP external user directory is removed.
+    """
+    with When("I login after LDAP external user directory is added"):
+        with ldap_external_user_directory(server="openldap2", roles=[], restart=True):
+            login_and_execute_query(username="user2", password="user2")
+
+    with And("I attempt to login after LDAP external user directory is removed"):
+        exitcode = 4
+        message = f"DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name"
+        login_and_execute_query(username="user2", password="user2", exitcode=exitcode, message=message)
+
+@TestScenario
+@Tags("custom config")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_SameUser("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_ValidAndInvalid("1.0")
+)
+def parallel_login_with_the_same_user_multiple_servers(self, server, timeout=200):
+    """Check that valid and invalid logins of the same
+    user defined in multiple LDAP external user directories
+    works in parallel.
+    """
+    with Given("I have two LDAP servers"):
+        entries = [
+            (["openldap1"], []),
+            (["openldap2"], [])
+        ]
+
+    with Given("I define only one LDAP user"):
+        users = [{"cn": f"parallel_user1", "userpassword": randomword(20)}]
+
+    with And("I create config file to define LDAP external user directory for each LDAP server"):
+        config = create_entries_ldap_external_user_directory_config_content(entries)
+
+    with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+        with ldap_users(*users, node=self.context.cluster.node("openldap1")):
+            with ldap_users(*users, node=self.context.cluster.node("openldap2")):
+                tasks = []
+                try:
+                    with When("the same user tries to login in parallel", description="""
+                        * with valid username and password
+                        * with invalid username and valid password
+                        * with valid username and invalid password
+                        """):
+                        p = Pool(15)
+                        for i in range(25):
+                            tasks.append(p.apply_async(login_with_valid_username_and_password, (users, i, 50,)))
+                            tasks.append(p.apply_async(login_with_valid_username_and_invalid_password, (users, i, 50,)))
+                            tasks.append(p.apply_async(login_with_invalid_username_and_valid_password, (users, i, 50,)))
+
+                finally:
+                    with Then("it should work"):
+                        join(tasks, timeout)
+
+@TestScenario
+@Tags("custom config")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_MultipleServers("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_ValidAndInvalid("1.0")
+)
+def parallel_login_with_multiple_servers(self, server, user_count=10, timeout=200):
+    """Check that login of valid and invalid LDAP authenticated users works in parallel
+    using multiple LDAP external user directories.
+    """
+    with Given("I have two LDAP servers"):
+        entries = [
+            (["openldap1"], []),
+            (["openldap2"], [])
+        ]
+
+    with And("I define a group of users to be created on each LDAP server"):
+        user_groups = {
+            "openldap1_users": [{"cn": f"openldap1_parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)],
+            "openldap2_users": [{"cn": f"openldap2_parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)]
+        }
+
+    with And("I have a list of checks that I want to run for each user group"):
+        checks = [
+            login_with_valid_username_and_password,
+            login_with_valid_username_and_invalid_password,
+            login_with_invalid_username_and_valid_password
+        ]
+
+    with And("I create config file to define LDAP external user directory for each LDAP server"):
+        config = create_entries_ldap_external_user_directory_config_content(entries)
+
+    with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+        with ldap_users(*user_groups["openldap1_users"], node=self.context.cluster.node("openldap1")):
+            with ldap_users(*user_groups["openldap2_users"], node=self.context.cluster.node("openldap2")):
+                tasks = []
+
+                try:
+                    with When("users in each group try to login in parallel", description="""
+                        * with valid username and password
+                        * with invalid username and valid password
+                        * with valid username and invalid password
+                        """):
+                        p = Pool(15)
+                        for i in range(25):
+                            for users in user_groups.values():
+                                for check in checks:
+                                    tasks.append(p.apply_async(check, (users, i, 50,)))
+
+                finally:
+                    with Then("it should work"):
+                        join(tasks, timeout)
+
+@TestScenario
+@Tags("custom config")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_LocalAndMultipleLDAP("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_ValidAndInvalid("1.0")
+)
+def parallel_login_with_rbac_and_multiple_servers(self, server, user_count=10, timeout=200):
+    """Check that login of valid and invalid users works in parallel
+    using local users defined using RBAC and LDAP users authenticated using
+    multiple LDAP external user directories.
+    """
+    with Given("I have two LDAP servers"):
+        entries = [
+            (["openldap1"], []),
+            (["openldap2"], [])
+        ]
+
+    with And("I define a group of users to be created on each LDAP server"):
+        user_groups = {
+            "openldap1_users": [{"cn": f"openldap1_parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)],
+            "openldap2_users": [{"cn": f"openldap2_parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)],
+            "local_users": [{"cn": f"local_parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)]
+        }
+
+    with And("I have a list of checks that I want to run for each user group"):
+        checks = [
+            login_with_valid_username_and_password,
+            login_with_valid_username_and_invalid_password,
+            login_with_invalid_username_and_valid_password
+        ]
+
+    with And("I create config file to define LDAP external user directory for each LDAP server"):
+        config = create_entries_ldap_external_user_directory_config_content(entries)
+
+    with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+        with ldap_users(*user_groups["openldap1_users"], node=self.context.cluster.node("openldap1")):
+            with ldap_users(*user_groups["openldap2_users"], node=self.context.cluster.node("openldap2")):
+                with rbac_users(*user_groups["local_users"]):
+                    tasks = []
+
+                    try:
+                        with When("users in each group try to login in parallel", description="""
+                            * with valid username and password
+                            * with invalid username and valid password
+                            * with valid username and invalid password
+                            """):
+                            p = Pool(15)
+                            for i in range(25):
+                                for users in user_groups.values():
+                                    for check in checks:
+                                        tasks.append(p.apply_async(check, (users, i, 50,)))
+
+                    finally:
+                        with Then("it should work"):
+                            join(tasks, timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Parallel_LocalOnly("1.0")
+)
+def parallel_login_with_rbac_users(self, server, user_count=10, timeout=200):
+    """Check that login of only valid and invalid local users created using RBAC
+    works in parallel when server configuration includes LDAP external user directory.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    users = [{"cn": f"parallel_user{i}", "userpassword": randomword(20)} for i in range(user_count)]
+
+    with rbac_users(*users):
+        tasks = []
+        try:
+            with When("I login in parallel"):
+                p = Pool(15)
+                for i in range(25):
+                    tasks.append(p.apply_async(login_with_valid_username_and_password, (users, i, 50,)))
+                    tasks.append(p.apply_async(login_with_valid_username_and_invalid_password, (users, i, 50,)))
+                    tasks.append(p.apply_async(login_with_invalid_username_and_valid_password, (users, i, 50,)))
+        finally:
+            with Then("it should work"):
+                join(tasks, timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Users_Authentication_NewUsers("1.0")
+)
+def login_after_user_is_added_to_ldap(self, server):
+    """Check that user can login as soon as it is added to LDAP.
+    """
+    user = {"cn": "myuser", "userpassword": "myuser"}
+
+    with When(f"I add user to LDAP and try to login"):
+        add_user_to_ldap_and_login(user=user, server=server)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_DeletedUsers("1.0")
+)
+def login_after_user_is_deleted_from_ldap(self, server):
+    """Check that login fails after user is deleted from LDAP.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    try:
+        with Given(f"I add user to LDAP"):
+            user = {"cn": "myuser", "userpassword": "myuser"}
+            user = add_user_to_ldap(**user)
+
+        login_and_execute_query(username=user["cn"], password=user["userpassword"])
+
+        with When("I delete this user from LDAP"):
+            delete_user_from_ldap(user)
+
+        with Then("when I try to login again it should fail"):
+            login_and_execute_query(username=user["cn"], password=user["userpassword"],
+                exitcode=4,
+                message=f"DB::Exception: {user['cn']}: Authentication failed: password is incorrect or there is no user with such name"
+            )
+    finally:
+        with Finally("I make sure LDAP user is deleted"):
+            if user is not None:
+                delete_user_from_ldap(user, exitcode=None)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_PasswordChanged("1.0")
+)
+def login_after_user_password_changed_in_ldap(self, server):
+    """Check that login fails after user password is changed in LDAP.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    try:
+        with Given(f"I add user to LDAP"):
+            user = {"cn": "myuser", "userpassword": "myuser"}
+            user = add_user_to_ldap(**user)
+
+        login_and_execute_query(username=user["cn"], password=user["userpassword"])
+
+        with When("I change user password in LDAP"):
+            change_user_password_in_ldap(user, "newpassword")
+
+        with Then("when I try to login again it should fail"):
+            login_and_execute_query(username=user["cn"], password=user["userpassword"],
+                exitcode=4,
+                message=f"DB::Exception: {user['cn']}: Authentication failed: password is incorrect or there is no user with such name"
+            )
+
+        with And("when I try to login with the new password it should work"):
+            login_and_execute_query(username=user["cn"], password="newpassword")
+
+    finally:
+        with Finally("I make sure LDAP user is deleted"):
+            if user is not None:
+                delete_user_from_ldap(user, exitcode=None)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_UsernameChanged("1.0")
+)
+def login_after_user_cn_changed_in_ldap(self, server):
+    """Check that login fails after user cn is changed in LDAP.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+    new_user = None
+
+    try:
+        with Given(f"I add user to LDAP"):
+            user = {"cn": "myuser", "userpassword": "myuser"}
+            user = add_user_to_ldap(**user)
+
+        login_and_execute_query(username=user["cn"], password=user["userpassword"])
+
+        with When("I change user password in LDAP"):
+            new_user = change_user_cn_in_ldap(user, "myuser2")
+
+        with Then("when I try to login again it should fail"):
+            login_and_execute_query(username=user["cn"], password=user["userpassword"],
+                exitcode=4,
+                message=f"DB::Exception: {user['cn']}: Authentication failed: password is incorrect or there is no user with such name"
+            )
+    finally:
+        with Finally("I make sure LDAP user is deleted"):
+            if new_user is not None:
+                delete_user_from_ldap(new_user, exitcode=None)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_LDAPServerRestart("1.0")
+)
+def login_after_ldap_server_is_restarted(self, server, timeout=60):
+    """Check that login succeeds after LDAP server is restarted.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    try:
+        with Given(f"I add user to LDAP"):
+            user = {"cn": "myuser", "userpassword": getuid()}
+            user = add_user_to_ldap(**user)
+
+        login_and_execute_query(username=user["cn"], password=user["userpassword"])
+
+        with When("I restart LDAP server"):
+            self.context.ldap_node.restart()
+
+        with Then("I try to login until it works", description=f"timeout {timeout} sec"):
+            started = time.time()
+            while True:
+                r = self.context.node.query("SELECT 1",
+                    settings=[("user", user["cn"]), ("password", user["userpassword"])],
+                    no_checks=True)
+                if r.exitcode == 0:
+                    break
+                assert time.time() - started < timeout, error(r.output)
+    finally:
+        with Finally("I make sure LDAP user is deleted"):
+            if user is not None:
+                delete_user_from_ldap(user, exitcode=None)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_ClickHouseServerRestart("1.0")
+)
+def login_after_clickhouse_server_is_restarted(self, server, timeout=60):
+    """Check that login succeeds after ClickHouse server is restarted.
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+    user = None
+
+    try:
+        with Given(f"I add user to LDAP"):
+            user = {"cn": "myuser", "userpassword": getuid()}
+            user = add_user_to_ldap(**user)
+
+        login_and_execute_query(username=user["cn"], password=user["userpassword"])
+
+        with When("I restart ClickHouse server"):
+            self.context.node.restart()
+
+        with Then("I try to login until it works", description=f"timeout {timeout} sec"):
+            started = time.time()
+            while True:
+                r = self.context.node.query("SELECT 1",
+                    settings=[("user", user["cn"]), ("password", user["userpassword"])],
+                    no_checks=True)
+                if r.exitcode == 0:
+                    break
+                assert time.time() - started < timeout, error(r.output)
+    finally:
+        with Finally("I make sure LDAP user is deleted"):
+            if user is not None:
+                delete_user_from_ldap(user, exitcode=None)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_Empty("1.0")
+)
+def valid_username_with_valid_empty_password(self, server):
+    """Check that we can't login using valid username that has empty password.
+    """
+    user = {"cn": "empty_password", "userpassword": ""}
+    exitcode = 4
+    message = f"DB::Exception: {user['cn']}: Authentication failed: password is incorrect or there is no user with such name"
+
+    add_user_to_ldap_and_login(user=user, exitcode=exitcode, message=message, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0"),
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_Empty("1.0")
+)
+def valid_username_and_invalid_empty_password(self, server):
+    """Check that we can't login using valid username but invalid empty password.
+    """
+    username = "user_non_empty_password"
+    user = {"cn": username, "userpassword": username}
+    login = {"password": ""}
+
+    exitcode = 4
+    message = f"DB::Exception: {username}: Authentication failed: password is incorrect or there is no user with such name"
+
+    add_user_to_ldap_and_login(user=user, login=login, exitcode=exitcode, message=message, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0")
+)
+def valid_username_and_password(self, server):
+    """Check that we can login using valid username and password.
+    """
+    username = "valid_username_and_password"
+    user = {"cn": username, "userpassword": username}
+
+    with When(f"I add user {username} to LDAP and try to login"):
+        add_user_to_ldap_and_login(user=user, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0")
+)
+def valid_username_and_password_invalid_server(self, server=None):
+    """Check that we can't login using valid username and valid
+    password but for a different server.
+    """
+    self.context.ldap_node = self.context.cluster.node("openldap1")
+
+    exitcode = 4
+    message = f"DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name"
+
+    login_and_execute_query(username="user2", password="user2", exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0"),
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Username_Long("1.0"),
+)
+def valid_long_username_and_short_password(self, server):
+    """Check that we can login using valid very long username and short password.
+    """
+    username = "long_username_12345678901234567890123456789012345678901234567890123456789012345678901234567890"
+    user = {"cn": username, "userpassword": "long_username"}
+
+    add_user_to_ldap_and_login(user=user, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0")
+)
+def invalid_long_username_and_valid_short_password(self, server):
+    """Check that we can't login using slightly invalid long username but valid password.
+    """
+    username = "long_username_12345678901234567890123456789012345678901234567890123456789012345678901234567890"
+    user = {"cn": username, "userpassword": "long_username"}
+    login = {"username": f"{username}?"}
+
+    exitcode = 4
+    message=f"DB::Exception: {login['username']}: Authentication failed: password is incorrect or there is no user with such name"
+
+    add_user_to_ldap_and_login(user=user, login=login, exitcode=exitcode, message=message, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0"),
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_Long("1.0")
+)
+def valid_short_username_and_long_password(self, server):
+    """Check that we can login using valid short username with very long password.
+    """
+    username = "long_password"
+    user = {"cn": username, "userpassword": "long_password_12345678901234567890123456789012345678901234567890123456789012345678901234567890"}
+
+    add_user_to_ldap_and_login(user=user, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0")
+)
+def valid_short_username_and_invalid_long_password(self, server):
+    """Check that we can't login using valid short username and invalid long password.
+    """
+    username = "long_password"
+    user = {"cn": username, "userpassword": "long_password_12345678901234567890123456789012345678901234567890123456789012345678901234567890"}
+    login = {"password": user["userpassword"] + "1"}
+
+    exitcode = 4
+    message=f"DB::Exception: {username}: Authentication failed: password is incorrect or there is no user with such name"
+
+    add_user_to_ldap_and_login(user=user, login=login, exitcode=exitcode, message=message, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0")
+)
+def valid_username_and_invalid_password(self, server):
+    """Check that we can't login using valid username and invalid password.
+    """
+    username = "valid_username_and_invalid_password"
+    user = {"cn": username, "userpassword": username}
+    login = {"password": user["userpassword"] + "1"}
+
+    exitcode = 4
+    message=f"DB::Exception: {username}: Authentication failed: password is incorrect or there is no user with such name"
+
+    add_user_to_ldap_and_login(user=user, login=login, exitcode=exitcode, message=message, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Invalid("1.0")
+)
+def invalid_username_and_valid_password(self, server):
+    """Check that we can't login using slightly invalid username but valid password.
+    """
+    username = "invalid_username_and_valid_password"
+    user = {"cn": username, "userpassword": username}
+    login = {"username": user["cn"] + "1"}
+
+    exitcode = 4
+    message=f"DB::Exception: {login['username']}: Authentication failed: password is incorrect or there is no user with such name"
+
+    add_user_to_ldap_and_login(user=user, login=login, exitcode=exitcode, message=message, server=server)
+
+@TestScenario
+@Requirements(
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0"),
+   RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Username_UTF8("1.0")
+)
+def valid_utf8_username_and_ascii_password(self, server):
+    """Check that we can login using valid utf-8 username with ascii password.
+    """
+    username = "utf8_username_Gãńdåłf_Thê_Gręât"
+    user = {"cn": username, "userpassword": "utf8_username"}
+
+    add_user_to_ldap_and_login(user=user, server=server)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Valid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication_Password_UTF8("1.0")
+)
+def valid_ascii_username_and_utf8_password(self, server):
+    """Check that we can login using valid ascii username with utf-8 password.
+    """
+    username = "utf8_password"
+    user = {"cn": username, "userpassword": "utf8_password_Gãńdåłf_Thê_Gręât"}
+
+    add_user_to_ldap_and_login(user=user, server=server)
+
+@TestScenario
+def empty_username_and_empty_password(self, server=None):
+    """Check that we can login using empty username and empty password as
+    it will use the default user and that has an empty password.
+    """
+    login_and_execute_query(username="", password="")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Users_Lookup_Priority("2.0")
+)
+def user_lookup_priority(self, server):
+    """Check that users are looked up in the same priority
+    as they are defined in the `<user_dictionaries>` section
+    of the `config.xml`. For this test we have the following priority list
+    as defined by the configuration files:
+
+    * users.xml
+    * local directory
+    * LDAP external user directory
+    """
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    message="DB::Exception: {username}: Authentication failed: password is incorrect or there is no user with such name"
+    exitcode = 4
+
+    users = {
+        "default": {"username": "default", "password": "userdefault"},
+        "local": {"username": "local", "password": "userlocal"},
+        "ldap": {"username": "ldap", "password": "userldap"}
+    }
+
+    with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users.values()]):
+        with rbac_users({"cn": "local", "userpassword": "local"}):
+            with When("I try to login as 'default' user which is also defined in users.xml it should fail"):
+                login_and_execute_query(**users["default"], exitcode=exitcode, message=message.format(username="default"))
+
+            with When("I try to login as 'local' user which is also defined in local storage it should fail"):
+                login_and_execute_query(**users["local"], exitcode=exitcode, message=message.format(username="local"))
+
+            with When("I try to login as 'ldap' user defined only in LDAP it should work"):
+                login_and_execute_query(**users["ldap"])
+
+
+@TestOutline(Feature)
+@Name("user authentications")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Authentication("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Authentication_Mechanism_NamePassword("1.0")
+)
+def feature(self, servers=None, server=None, node="clickhouse1"):
+    """Check that users can be authenticated using an LDAP external user directory.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    if servers is None:
+        servers = globals()["servers"]
+
+    if server is None:
+        server = "openldap1"
+
+    with ldap_servers(servers):
+        with rbac_roles("ldap_role") as roles:
+            with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                for scenario in loads(current_module(), Scenario, filter=~has.tag("custom config")):
+                    Scenario(test=scenario, flags=TE)(server=server)
+
+        for scenario in loads(current_module(), Scenario, filter=has.tag("custom config")):
+            Scenario(test=scenario, flags=TE)(server=server)
diff --git a/tests/testflows/ldap/external_user_directory/tests/common.py b/tests/testflows/ldap/external_user_directory/tests/common.py
new file mode 100644
index 00000000000..38b53ca6e9f
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/common.py
@@ -0,0 +1,231 @@
+import os
+import time
+from contextlib import contextmanager
+
+import testflows.settings as settings
+from testflows.core import *
+from testflows.asserts import error
+from ldap.authentication.tests.common import getuid, Config, ldap_servers, add_config, restart
+from ldap.authentication.tests.common import xmltree, xml_indent, xml_append, xml_with_utf8
+from ldap.authentication.tests.common import ldap_user, ldap_users, add_user_to_ldap, delete_user_from_ldap
+from ldap.authentication.tests.common import change_user_password_in_ldap, change_user_cn_in_ldap
+from ldap.authentication.tests.common import randomword
+
+def join(tasks, timeout):
+    """Join async tasks by waiting for their completion.
+    """
+    task_exc = None
+
+    for task in tasks:
+        try:
+            task.get(timeout=timeout)
+        except Exception as exc:
+            if task_exc is None:
+                task_exc = exc
+
+    if task_exc is not None:
+        raise task_exc
+
+@contextmanager
+def table(name, create_statement, on_cluster=False):
+    node = current().context.node
+    try:
+        with Given(f"I have a {name} table"):
+            node.query(create_statement.format(name=name))
+        yield name
+    finally:
+        with Finally("I drop the table"):
+            if on_cluster:
+                node.query(f"DROP TABLE IF EXISTS {name} ON CLUSTER {on_cluster}")
+            else:
+                node.query(f"DROP TABLE IF EXISTS {name}")
+
+@contextmanager
+def rbac_users(*users):
+    node = current().context.node
+    try:
+        with Given("I have local users"):
+            for user in users:
+                with By(f"creating user {user['cn']}", format_name=False):
+                    node.query(f"CREATE USER OR REPLACE {user['cn']} IDENTIFIED WITH PLAINTEXT_PASSWORD BY '{user['userpassword']}'")
+        yield users
+    finally:
+        with Finally("I drop local users"):
+            for user in users:
+                with By(f"dropping user {user['cn']}", flags=TE, format_name=False):
+                    node.query(f"DROP USER IF EXISTS {user['cn']}")
+
+@contextmanager
+def rbac_roles(*roles):
+    node = current().context.node
+    try:
+        with Given("I have roles"):
+            for role in roles:
+                with By(f"creating role {role}"):
+                    node.query(f"CREATE ROLE OR REPLACE {role}")
+        yield roles
+    finally:
+        with Finally("I drop the roles"):
+            for role in roles:
+                with By(f"dropping role {role}", flags=TE):
+                    node.query(f"DROP ROLE IF EXISTS {role}")
+
+def verify_ldap_user_exists(server, username, password):
+    """Check that LDAP user is defined on the LDAP server.
+    """
+    with By("searching LDAP database"):
+        ldap_node = current().context.cluster.node(server)
+        r = ldap_node.command(
+            f"ldapwhoami -H ldap://localhost -D 'cn={username},ou=users,dc=company,dc=com' -w {password}")
+        assert r.exitcode == 0, error()
+
+def create_ldap_external_user_directory_config_content(server=None, roles=None, **kwargs):
+    """Create LDAP external user directory configuration file content.
+    """
+    return create_entries_ldap_external_user_directory_config_content(entries=[([server], [roles])], **kwargs)
+
+def create_entries_ldap_external_user_directory_config_content(entries, config_d_dir="/etc/clickhouse-server/config.d",
+        config_file="ldap_external_user_directories.xml"):
+    """Create configurattion file content that contains
+    one or more entries for the LDAP external user directory.
+
+    For example,
+
+    ```xml
+        <user_directories>
+            <ldap>
+                <server>my_ldap_server</server>
+                <user_template>my_user</user_template>
+            </ldap>
+        </user_directories>
+    ```
+    """
+    uid = getuid()
+    path = os.path.join(config_d_dir, config_file)
+    name = config_file
+
+    root = xmltree.fromstring("<yandex><user_directories></user_directories></yandex>")
+    xml_user_directories = root.find("user_directories")
+    xml_user_directories.append(xmltree.Comment(text=f"LDAP external user directories {uid}"))
+
+    for entry in entries:
+        servers, roles_entries = entry
+        xml_directory = xmltree.Element("ldap")
+        for server in servers:
+            if server is not None:
+                xml_append(xml_directory, "server", server)
+        if roles_entries:
+            for roles_entry in roles_entries:
+                xml_roles = xmltree.Element("roles")
+                if roles_entry:
+                    for role in roles_entry:
+                        if role is not None:
+                            xml_append(xml_roles, role, "")
+                xml_directory.append(xml_roles)
+        xml_user_directories.append(xml_directory)
+
+    xml_indent(root)
+    content = xml_with_utf8 + str(xmltree.tostring(root, short_empty_elements=False, encoding="utf-8"), "utf-8")
+
+    return Config(content, path, name, uid, "config.xml")
+
+def invalid_ldap_external_user_directory_config(server, roles, message, tail=20, timeout=60, config=None):
+    """Check that ClickHouse errors when trying to load invalid LDAP external user directory
+    configuration file.
+    """
+    cluster = current().context.cluster
+    node = current().context.node
+
+    if config is None:
+        config = create_ldap_external_user_directory_config_content(server=server, roles=roles)
+
+    try:
+        with Given("I prepare the error log by writting empty lines into it"):
+            node.command("echo -e \"%s\" > /var/log/clickhouse-server/clickhouse-server.err.log" % ("-\\n" * tail))
+
+        with When("I add the config", description=config.path):
+            command = f"cat <<HEREDOC > {config.path}\n{config.content}\nHEREDOC"
+            node.command(command, steps=False, exitcode=0)
+
+        with Then(f"{config.preprocessed_name} should be updated", description=f"timeout {timeout}"):
+            started = time.time()
+            command = f"cat /var/lib/clickhouse/preprocessed_configs/{config.preprocessed_name} | grep {config.uid}{' > /dev/null' if not settings.debug else ''}"
+            while time.time() - started < timeout:
+                exitcode = node.command(command, steps=False).exitcode
+                if exitcode == 0:
+                    break
+                time.sleep(1)
+            assert exitcode == 0, error()
+
+        with When("I restart ClickHouse to apply the config changes"):
+            node.restart(safe=False, wait_healthy=False)
+
+    finally:
+        with Finally(f"I remove {config.name}"):
+            with By("removing invalid configuration file"):
+                system_config_path = os.path.join(current_dir(), "..", "configs", node.name, "config.d", config.path.split("config.d/")[-1])
+                cluster.command(None, f'rm -rf {system_config_path}', timeout=timeout, exitcode=0)
+
+            with And("restarting the node"):
+                node.restart(safe=False)
+
+    with Then("error log should contain the expected error message"):
+        started = time.time()
+        command = f"tail -n {tail} /var/log/clickhouse-server/clickhouse-server.err.log | grep \"{message}\""
+        while time.time() - started < timeout:
+            exitcode = node.command(command, steps=False).exitcode
+            if exitcode == 0:
+                break
+            time.sleep(1)
+        assert exitcode == 0, error()
+
+@contextmanager
+def ldap_external_user_directory(server, roles, config_d_dir="/etc/clickhouse-server/config.d",
+        config_file=None, timeout=60, restart=True, config=None):
+    """Add LDAP external user directory.
+    """
+    if config_file is None:
+        config_file = f"ldap_external_user_directory_{getuid()}.xml"
+    if config is None:
+        config = create_ldap_external_user_directory_config_content(server=server, roles=roles, config_d_dir=config_d_dir, config_file=config_file)
+    return add_config(config, restart=restart)
+
+def login(servers, directory_server, *users, config=None):
+    """Configure LDAP server and LDAP external user directory and
+    try to login and execute a query"""
+    with ldap_servers(servers):
+        with rbac_roles(f"role_{getuid()}") as roles:
+            with ldap_external_user_directory(server=servers[directory_server]["host"], roles=roles, restart=True, config=config):
+                for user in users:
+                    if user.get("login", False):
+                        with When(f"I login as {user['username']} and execute query"):
+                            current().context.node.query("SELECT 1",
+                                settings=[("user", user["username"]), ("password", user["password"])],
+                                exitcode=user.get("exitcode", None),
+                                message=user.get("message", None))
+
+@TestStep(When)
+@Name("I login as {username} and execute query")
+def login_and_execute_query(self, username, password, exitcode=None, message=None, steps=True, timeout=60, poll=False):
+    if poll:
+        start_time = time.time()
+        attempt = 0
+
+        with By("repeatedly trying to login until successful or timeout"):
+            while True:
+                with When(f"attempt #{attempt}"):
+                    r = self.context.node.query("SELECT 1", settings=[("user", username), ("password", password)],
+                        no_checks=True, steps=False, timeout=timeout)
+
+                if r.exitcode == (0 if exitcode is None else exitcode) and (message in r.output if message is not None else True):
+                    break
+
+                if time.time() - start_time > timeout:
+                    fail(f"timeout {timeout} trying to login")
+
+                attempt += 1
+    else:
+        self.context.node.query("SELECT 1",
+            settings=[("user", username), ("password", password)],
+            exitcode=(0 if exitcode is None else exitcode),
+            message=message, steps=steps, timeout=timeout)
diff --git a/tests/testflows/ldap/external_user_directory/tests/connections.py b/tests/testflows/ldap/external_user_directory/tests/connections.py
new file mode 100644
index 00000000000..ba734bb6c71
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/connections.py
@@ -0,0 +1,270 @@
+from testflows.core import *
+from testflows.asserts import error
+
+from ldap.external_user_directory.tests.common import login
+from ldap.external_user_directory.requirements import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_PlainText("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_No("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port_Default("1.0")
+)
+def plain_text(self):
+    """Check that we can perform LDAP user authentication using `plain text` connection protocol.
+    """
+    servers = {
+        "openldap1": {
+            "host": "openldap1",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap1", "username": "user1", "password": "user1", "login": True}
+    ]
+    login(servers, "openldap1", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_PlainText("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port("1.0")
+)
+def plain_text_with_custom_port(self):
+    """Check that we can perform LDAP user authentication using `plain text` connection protocol
+    with the server that uses custom port.
+    """
+    servers = {
+        "openldap3": {
+            "host": "openldap3",
+            "port": "3089",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap3", "username": "user3", "password": "user3", "login": True}
+    ]
+    login(servers, "openldap3", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_TLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port("1.0")
+)
+def tls_with_custom_port(self):
+    """Check that we can perform LDAP user authentication using `TLS` connection protocol
+    with the server that uses custom port.
+    """
+    servers = {
+        "openldap4": {
+            "host": "openldap4",
+            "port": "6036",
+            "tls_require_cert": "never",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap4", "username": "user4", "password": "user4", "login": True}
+    ]
+    login(servers, "openldap4", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_StartTLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port("1.0")
+)
+def starttls_with_custom_port(self):
+    """Check that we can perform LDAP user authentication using `StartTLS` connection protocol
+    with the server that uses custom port.
+    """
+    servers = {
+        "openldap4": {
+            "host": "openldap4",
+            "port": "3089",
+            "enable_tls": "starttls",
+            "tls_require_cert": "never",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap4", "username": "user4", "password": "user4", "login": True}
+    ]
+    login(servers, "openldap4", *users)
+
+def tls_connection(enable_tls, tls_require_cert):
+    """Try to login using LDAP user authentication over a TLS connection."""
+    servers = {
+        "openldap2": {
+            "host": "openldap2",
+            "enable_tls": enable_tls,
+            "tls_require_cert": tls_require_cert,
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap2", "username": "user2", "password": "user2", "login": True}
+    ]
+
+    requirements = []
+
+    if tls_require_cert == "never":
+        requirements = [RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Never("1.0")]
+    elif tls_require_cert == "allow":
+        requirements = [RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Allow("1.0")]
+    elif tls_require_cert == "try":
+        requirements = [RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Try("1.0")]
+    elif tls_require_cert == "demand":
+        requirements = [RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Demand("1.0")]
+
+    with Example(name=f"tls_require_cert='{tls_require_cert}'", requirements=requirements):
+        login(servers, "openldap2", *users)
+
+@TestScenario
+@Examples("enable_tls tls_require_cert", [
+    ("yes", "never"),
+    ("yes", "allow"),
+    ("yes", "try"),
+    ("yes", "demand")
+])
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_TLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_Yes("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port_Default("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSMinimumProtocolVersion_Default("1.0")
+)
+def tls(self):
+    """Check that we can perform LDAP user authentication using `TLS` connection protocol.
+    """
+    for example in self.examples:
+        tls_connection(*example)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_Default("1.0")
+)
+def tls_enable_tls_default_yes(self):
+    """Check that the default value for the `enable_tls` is set to `yes`."""
+    servers = {
+        "openldap2": {
+            "host": "openldap2",
+            "tls_require_cert": "never",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap2", "username": "user2", "password": "user2", "login": True}
+    ]
+    login(servers, "openldap2", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert_Options_Default("1.0")
+)
+def tls_require_cert_default_demand(self):
+    """Check that the default value for the `tls_require_cert` is set to `demand`."""
+    servers = {
+        "openldap2": {
+            "host": "openldap2",
+            "enable_tls": "yes",
+            "port": "636",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap2", "username": "user2", "password": "user2", "login": True}
+    ]
+    login(servers, "openldap2", *users)
+
+@TestScenario
+@Examples("enable_tls tls_require_cert", [
+    ("starttls", "never"),
+    ("starttls", "allow"),
+    ("starttls", "try"),
+    ("starttls", "demand")
+])
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Protocol_StartTLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS_Options_StartTLS("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Port_Default("1.0")
+)
+def starttls(self):
+    """Check that we can perform LDAP user authentication using legacy `StartTLS` connection protocol.
+    """
+    for example in self.examples:
+        tls_connection(*example)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCipherSuite("1.0")
+)
+def tls_cipher_suite(self):
+    """Check that `tls_cipher_suite` parameter can be used specify allowed cipher suites."""
+    servers = {
+        "openldap4": {
+            "host": "openldap4",
+            "port": "6036",
+            "tls_require_cert": "never",
+            "tls_cipher_suite": "SECURE256:+SECURE128:-VERS-TLS-ALL:+VERS-TLS1.2:-RSA:-DHE-DSS:-CAMELLIA-128-CBC:-CAMELLIA-256-CBC",
+            "tls_minimum_protocol_version": "tls1.2",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+    users = [
+        {"server": "openldap4", "username": "user4", "password": "user4", "login": True}
+    ]
+    login(servers, "openldap4", *users)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSMinimumProtocolVersion("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSMinimumProtocolVersion_Values("1.0")
+)
+@Examples("version exitcode message", [
+    ("ssl2", None, None),
+    ("ssl3", None, None),
+    ("tls1.0", None, None),
+    ("tls1.1", None, None),
+    ("tls1.2", None, None)
+])
+def tls_minimum_protocol_version(self, version, exitcode, message):
+    """Check that `tls_minimum_protocol_version` parameter can be used specify
+    to specify the minimum protocol version of SSL/TLS."""
+
+    servers = {
+        "openldap4": {
+            "host": "openldap4",
+            "port": "6036",
+            "tls_require_cert": "never",
+            "tls_minimum_protocol_version": version,
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }
+    }
+
+    users = [{
+        "server": "openldap4", "username": "user4", "password": "user4",
+        "login": True, "exitcode": int(exitcode) if exitcode is not None else None, "message": message
+    }]
+
+    login(servers,"openldap4", *users)
+
+@TestFeature
+@Name("connection protocols")
+def feature(self, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        scenario()
diff --git a/tests/testflows/ldap/external_user_directory/tests/external_user_directory_config.py b/tests/testflows/ldap/external_user_directory/tests/external_user_directory_config.py
new file mode 100644
index 00000000000..b5677eba4b2
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/external_user_directory_config.py
@@ -0,0 +1,293 @@
+from testflows.core import *
+
+from ldap.external_user_directory.tests.common import *
+from ldap.external_user_directory.requirements import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_LDAPUserDirectory_MoreThanOne("2.0")
+)
+def more_than_one_user_directory(self, timeout=20):
+    """Check when more than one LDAP user directory is
+    defined inside a configuration file.
+    """
+    message = "DB::Exception: Duplicate storage type 'ldap' at user_directories"
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+        "openldap2": {
+            "host": "openldap2", "port": "636", "enable_tls": "yes",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+            "tls_require_cert": "never"
+        }
+    }
+    users = [
+        {"server": "openldap1", "username": "user1", "password": "user1", "login": True},
+        {"server": "openldap2", "username": "user2", "password": "user2", "login": True}
+    ]
+    role = f"role_{getuid()}"
+    entries = [
+        (["openldap1"], [(role,)]),
+        (["openldap2"], [(role,)])
+    ]
+
+    with ldap_servers(servers):
+        with rbac_roles(role) as roles:
+            config = create_entries_ldap_external_user_directory_config_content(entries)
+
+            with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+                    with When(f"I login as {users[0]['username']} authenticated using openldap1"):
+                        current().context.node.query(f"SELECT 1",
+                        settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with And(f"I login as {users[1]['username']} authenticated using openldap2"):
+                        current().context.node.query(f"SELECT 1",
+                        settings=[("user", users[1]["username"]), ("password", users[1]["password"])])
+
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_Empty("1.0")
+)
+def empty_server(self, timeout=20):
+    """Check that empty string in a `server` field is not allowed.
+    """
+    message = "DB::Exception: Empty 'server' field for LDAP user directory"
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+
+    with ldap_servers(servers):
+        with rbac_roles(f"role_{getuid()}") as roles:
+            invalid_ldap_external_user_directory_config(server="", roles=roles, message=message, timeout=timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_Missing("1.0")
+)
+def missing_server(self, timeout=20):
+    """Check that missing `server` field is not allowed.
+    """
+    message = "DB::Exception: Missing 'server' field for LDAP user directory"
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+
+    with ldap_servers(servers):
+        with rbac_roles(f"role_{getuid()}") as roles:
+            invalid_ldap_external_user_directory_config(server=None, roles=roles, message=message, timeout=timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_MoreThanOne("1.0")
+)
+def defined_twice_server(self, timeout=20):
+    """Check that when `server` field is defined twice that only the first
+    entry is used.
+    """
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1", "login": True}
+
+    role = f"role_{getuid()}"
+    entries = [
+        (["openldap1", "openldap2"], [(role,)])
+    ]
+
+    with ldap_servers(servers):
+        with rbac_roles(role) as roles:
+            config = create_entries_ldap_external_user_directory_config_content(entries)
+            with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+                with When(f"I login as {user['username']} and execute query"):
+                    current().context.node.query("SELECT 1",
+                    settings=[("user", user["username"]), ("password", user["password"])])
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server_Invalid("1.0")
+)
+def invalid_server(self, timeout=20):
+    """Check when `server` field value is invalid.
+    """
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1", "login": True}
+    role = f"role_{getuid()}"
+
+    entries = [
+        (["openldap2"], [(role,)])
+    ]
+
+    with ldap_servers(servers):
+        with rbac_roles(role) as roles:
+            config = create_entries_ldap_external_user_directory_config_content(entries)
+            with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+                with When(f"I login as {user['username']} and execute query"):
+                    current().context.node.query("SELECT 1",
+                    settings=[("user", user["username"]), ("password", user["password"])],
+                    exitcode=4, message="DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name.")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_Empty("1.0")
+)
+def empty_roles(self, timeout=20):
+    """Check when `roles` parameter is empty then user can't read any tables.
+    """
+    message = "DB::Exception: user1: Not enough privileges."
+    exitcode = 241
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1"}
+
+    entries = [
+        (["openldap1"], [[]])
+    ]
+
+    with ldap_servers(servers):
+        with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+            config = create_entries_ldap_external_user_directory_config_content(entries)
+            with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+                with When(f"I login as {user['username']} and execute query"):
+                    current().context.node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                    settings=[("user", user["username"]), ("password", user["password"])],
+                    exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_MoreThanOne("1.0")
+)
+def defined_twice_roles(self, timeout=20):
+    """Check that when `roles` is defined twice then only the first entry is used.
+    """
+    node = self.context.node
+
+    create_statement = "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()"
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1", "login": True}
+    roles = [f"role0_{getuid()}", f"role1_{getuid()}"]
+    entries = [
+        (["openldap1"], [[roles[0]],[roles[1]]])
+    ]
+
+    with ldap_servers(servers):
+        with rbac_roles(*roles):
+            with table(f"table0_{getuid()}", create_statement) as table0_name, \
+                    table(f"table1_{getuid()}", create_statement) as table1_name:
+
+                with Given("I grant select privilege for the first table to the first role"):
+                    node.query(f"GRANT SELECT ON {table0_name} TO {roles[0]}")
+
+                with And("I grant select privilege for the second table to the second role"):
+                    node.query(f"GRANT SELECT ON {table1_name} TO {roles[1]}")
+
+                config = create_entries_ldap_external_user_directory_config_content(entries)
+
+                with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+                    with When(f"I login as {user['username']} and try to read from the first table"):
+                        current().context.node.query(f"SELECT * FROM {table0_name} LIMIT 1",
+                        settings=[("user", user["username"]), ("password", user["password"])])
+
+                    with And(f"I login as {user['username']} again and try to read from the second table"):
+                        current().context.node.query(f"SELECT * FROM {table0_name} LIMIT 1",
+                        settings=[("user", user["username"]), ("password", user["password"])])
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_Invalid("1.0")
+)
+def invalid_role_in_roles(self, timeout=20):
+    """Check that an error is returned when LDAP users try to authenticate
+    if an invalid role is specified inside the `roles` section.
+    """
+    exitcode = 4
+    message = "DB::Exception: user1: Authentication failed"
+
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1"}
+
+    with ldap_servers(servers):
+        with ldap_external_user_directory("openldap1", roles=["foo"], restart=True):
+            with When(f"I login as {user['username']} and execute query"):
+                current().context.node.query("SELECT 1",
+                settings=[("user", user["username"]), ("password", user["password"])],
+                exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles_Missing("1.0")
+)
+def missing_roles(self, timeout=20):
+    """Check that when the `roles` are missing then
+    LDAP users can still login but can't read from any table.
+    """
+    message = "DB::Exception: user1: Not enough privileges."
+    exitcode = 241
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1"}
+    entries = [
+        (["openldap1"], None)
+    ]
+
+    with ldap_servers(servers):
+        with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+
+            config = create_entries_ldap_external_user_directory_config_content(entries)
+
+            with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+                with When(f"I login as {user['username']} and execute query"):
+                    current().context.node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                    settings=[("user", user["username"]), ("password", user["password"])],
+                    exitcode=exitcode, message=message)
+
+@TestFeature
+@Name("external user directory config")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Syntax("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Server("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_LDAPUserDirectory("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Definition("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check LDAP external user directory configuration.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        scenario()
diff --git a/tests/testflows/ldap/external_user_directory/tests/restart.py b/tests/testflows/ldap/external_user_directory/tests/restart.py
new file mode 100644
index 00000000000..9b688909cb2
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/restart.py
@@ -0,0 +1,300 @@
+import random
+
+from multiprocessing.dummy import Pool
+from testflows.core import *
+from testflows.asserts import error
+
+from ldap.external_user_directory.tests.common import *
+from ldap.external_user_directory.requirements import *
+
+@TestScenario
+def one_external_user_directory(self, node="clickhouse1"):
+    """Check that we can restart ClickHouse server when one
+    LDAP external user directory is configured.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    servers = {
+        "openldap1": {
+            "host": "openldap1",
+            "port": "389",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+
+    with ldap_servers(servers):
+        with rbac_roles("ldap_role") as roles:
+            with ldap_external_user_directory(server="openldap1", roles=roles, restart=True):
+                with Given("I login and execute query"):
+                    login_and_execute_query(username="user1", password="user1")
+
+                with When("I then restart the server"):
+                    restart()
+
+                with Then("I should be able to login and execute query after restart"):
+                    login_and_execute_query(username="user1", password="user1")
+
+@TestScenario
+def multiple_external_user_directories(self, node="clickhouse1"):
+    """Check that we can restart ClickHouse server when two
+    LDAP external user directory are configured.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    servers = {
+        "openldap1": {
+            "host": "openldap1",
+            "port": "389",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+        "openldap2": {
+            "host": "openldap2",
+            "port": "636",
+            "enable_tls": "yes",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+            "tls_require_cert": "never",
+        }
+    }
+
+    with Given("I have two LDAP servers"):
+        entries = [
+            (["openldap1"], []),
+            (["openldap2"], [])
+        ]
+
+    with And("I create config file to define LDAP external user directory for each LDAP server"):
+        config = create_entries_ldap_external_user_directory_config_content(entries)
+
+    with ldap_servers(servers):
+        with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+            with Given("I login and execute query using a user defined in the first LDAP server"):
+                login_and_execute_query(username="user1", password="user1")
+
+            with And("I login and execute query using a user defined the second LDAP server"):
+                login_and_execute_query(username="user2", password="user2")
+
+            with When("I restart the server"):
+                restart()
+
+            with Then("I should be able to login and execute query again using a user defined in the first LDAP server"):
+                login_and_execute_query(username="user1", password="user1")
+
+            with And("I should be able to login and execute query again using a user defined in the second LDAP server"):
+                login_and_execute_query(username="user2", password="user2")
+
+@TestScenario
+def dynamically_added_users(self, node="clickhouse1", count=10):
+    """Check that we can restart ClickHouse server when one
+    LDAP external user directory is configured and the login
+    with an LDAP users that are dynamically added after restart.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    servers = {
+        "openldap1": {
+            "host": "openldap1",
+            "port": "389",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+
+    with ldap_servers(servers):
+        with rbac_roles("ldap_role") as roles:
+            with ldap_external_user_directory(server="openldap1", roles=roles, restart=True):
+                with Given("I login and execute query using existing LDAP user"):
+                    login_and_execute_query(username="user1", password="user1")
+
+                with When("I then restart the server"):
+                    restart()
+
+                with Then("after restart I should be able to login and execute query using existing LDAP user"):
+                    login_and_execute_query(username="user1", password="user1")
+
+                dynamic_users = []
+                with When("I define dynamically added LDAP users"):
+                    for i in range(count):
+                        dynamic_users.append(
+                            {"cn": f"dynamic_user{i}", "userpassword": randomword(20)}
+                        )
+
+                with ldap_users(*dynamic_users, node=self.context.cluster.node("openldap1")):
+                    with Then("I should be able to login and execute queries using dynamically added users"):
+                        for dynamic_user in dynamic_users:
+                            with When(f"using dynamically added user {dynamic_user['cn']}"):
+                                login_and_execute_query(username=dynamic_user["cn"], password=dynamic_user["userpassword"])
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Restart_Server_ParallelLogins("1.0")
+)
+def parallel_login(self, server=None, user_count=10, timeout=200):
+    """Check that login of valid and invalid users works in parallel
+    using local users defined using RBAC and LDAP users authenticated using
+    multiple LDAP external user directories when server is restarted
+    in the middle of parallel login attempts. After server is restarted
+    makes sure that parallel logins work as expected.
+    """
+    servers = {
+        "openldap1": {
+            "host": "openldap1",
+            "port": "389",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+        "openldap2": {
+            "host": "openldap2",
+            "port": "636",
+            "enable_tls": "yes",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+            "tls_require_cert": "never",
+        }
+    }
+
+    with Given("I have two LDAP servers"):
+        entries = [
+            (["openldap1"], []),
+            (["openldap2"], [])
+        ]
+
+    with And("I define a group of users to be created on each LDAP server"):
+        user_groups = {
+            "openldap1_users": [{"cn": f"openldap1_parallel_user{i}", "userpassword": randomword(20)} for i in
+                                range(user_count)],
+            "openldap2_users": [{"cn": f"openldap2_parallel_user{i}", "userpassword": randomword(20)} for i in
+                                range(user_count)],
+            "local_users": [{"cn": f"local_parallel_user{i}", "userpassword": randomword(20)} for i in
+                            range(user_count)]
+        }
+
+    @TestStep(When)
+    @Name("I login as {username} and execute query")
+    def login_and_execute_query_during_restart(self, username, password, exitcode, message, steps=True, timeout=60):
+        """Execute a query and ignore exitcode and message as
+        during restart exit codes and messages vary based on the state
+        of the restarted container and the ClickHouse server
+        and there are too many cases and complete list is not fully known
+        therefore trying to list all possible cases produces random fails.
+        """
+        r = self.context.cluster.command(None, f"{self.context.cluster.docker_compose} exec {self.context.node.name} " +
+           f"clickhouse client -q \"SELECT 1\" --user {username} --password {password}", steps=steps, timeout=timeout)
+
+        return r
+
+    @TestStep(When)
+    @Name("I login as {username} and execute query")
+    def login_and_execute_query(self, username, password, exitcode=None, message=None, steps=True, timeout=60):
+        self.context.node.query("SELECT 1",
+            settings=[("user", username), ("password", password)],
+            exitcode=exitcode or 0,
+            message=message, steps=steps, timeout=timeout)
+
+    def login_with_valid_username_and_password(users, i, iterations=10, during_restart=False):
+        """Login with valid username and password.
+        """
+        query = login_and_execute_query
+        if during_restart:
+            query = login_and_execute_query_during_restart
+
+        with When(f"valid users try to login #{i}"):
+            for i in range(iterations):
+                random_user = users[random.randint(0, len(users) - 1)]
+
+                query(username=random_user["cn"], password=random_user["userpassword"],
+                    exitcode=0, message="1", steps=False)
+
+    def login_with_valid_username_and_invalid_password(users, i, iterations=10, during_restart=False):
+        """Login with valid username and invalid password.
+        """
+        query = login_and_execute_query
+        if during_restart:
+            query = login_and_execute_query_during_restart
+
+        with When(f"users try to login with valid username and invalid password #{i}"):
+            for i in range(iterations):
+                random_user = users[random.randint(0, len(users) - 1)]
+
+                query(username=random_user["cn"],
+                    password=(random_user["userpassword"] + randomword(1)),
+                    exitcode=4,
+                    message=f"DB::Exception: {random_user['cn']}: Authentication failed: password is incorrect or there is no user with such name",
+                    steps=False)
+
+    def login_with_invalid_username_and_valid_password(users, i, iterations=10, during_restart=False):
+        """Login with invalid username and valid password.
+        """
+        query = login_and_execute_query
+        if during_restart:
+            query = login_and_execute_query_during_restart
+
+        with When(f"users try to login with invalid username and valid password #{i}"):
+            for i in range(iterations):
+                random_user = dict(users[random.randint(0, len(users) - 1)])
+                random_user["cn"] += randomword(1)
+
+                query(username=random_user["cn"],
+                    password=random_user["userpassword"],
+                    exitcode=4,
+                    message=f"DB::Exception: {random_user['cn']}: Authentication failed: password is incorrect or there is no user with such name",
+                    steps=False)
+
+    with And("I have a list of checks that I want to run for each user group"):
+        checks = [
+            login_with_valid_username_and_password,
+            login_with_valid_username_and_invalid_password,
+            login_with_invalid_username_and_valid_password
+        ]
+
+    with And("I create config file to define LDAP external user directory for each LDAP server"):
+        config = create_entries_ldap_external_user_directory_config_content(entries)
+
+    with ldap_servers(servers):
+        with ldap_external_user_directory(server=None, roles=None, restart=True, config=config):
+            with ldap_users(*user_groups["openldap1_users"], node=self.context.cluster.node("openldap1")):
+                with ldap_users(*user_groups["openldap2_users"], node=self.context.cluster.node("openldap2")):
+                    with rbac_users(*user_groups["local_users"]):
+                        tasks = []
+                        try:
+                            with When("I restart the server during parallel login of users in each group"):
+                                p = Pool(10)
+                                for users in user_groups.values():
+                                    for check in checks:
+                                        tasks.append(p.apply_async(check, (users, 0, 25, True)))
+
+                                tasks.append(p.apply_async(restart))
+                        finally:
+                            with Then("logins during restart should work"):
+                                join(tasks, timeout)
+
+                        tasks = []
+                        try:
+                            with When("I perform parallel login of users in each group after restart"):
+                                p = Pool(10)
+                                for users in user_groups.values():
+                                    for check in checks:
+                                        tasks.append(p.apply_async(check, (users, 0, 10, False)))
+                        finally:
+                            with Then("logins after restart should work"):
+                                join(tasks, timeout)
+
+@TestOutline(Feature)
+@Name("restart")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Restart_Server("1.0")
+)
+def feature(self, servers=None, server=None, node="clickhouse1"):
+    """Check that we can restart ClickHouse server
+    when one or more external user directories are configured.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    for scenario in loads(current_module(), Scenario):
+        Scenario(test=scenario, flags=TE)()
diff --git a/tests/testflows/ldap/external_user_directory/tests/roles.py b/tests/testflows/ldap/external_user_directory/tests/roles.py
new file mode 100644
index 00000000000..8a6c6f465d1
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/roles.py
@@ -0,0 +1,314 @@
+from testflows.core import *
+
+from ldap.external_user_directory.tests.common import *
+from ldap.external_user_directory.requirements import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Role_New("1.0")
+)
+def new_role(self, server, timeout=20):
+    """Check that new roles can't be assigned to any LDAP user
+    authenticated using external user directory.
+    """
+    node = self.context.node
+    uid = getuid()
+
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    users = [
+        {"username": f"user0_{uid}", "password": "user0_password"},
+        {"username": f"user1_{uid}", "password": "user1_password"}
+    ]
+
+    with rbac_roles(f"role0_{uid}", f"role1_{uid}") as roles:
+        with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+            with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users]):
+
+                    with When(f"I login and execute query simple query to cache the LDAP user"):
+                        node.query(f"SELECT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with rbac_roles(f"new_role0_{uid}") as new_roles:
+
+                        message = "DB::Exception: Cannot update user `{user}` in ldap because this storage is readonly"
+                        exitcode = 239
+
+                        with And("I try to grant new role to the cached LDAP user"):
+                            node.query(f"GRANT {new_roles[0]} TO {users[0]['username']}",
+                                exitcode=exitcode, message=message.format(user=users[0]["username"]))
+
+                        message = "DB::Exception: There is no role `{user}` in user directories"
+                        exitcode = 255
+
+                        with And("I try to grant new role to the non-cached LDAP user"):
+                            node.query(f"GRANT {new_roles[0]} TO {users[1]['username']}",
+                                exitcode=exitcode, message=message.format(user=users[1]["username"]))
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Role_NewPrivilege("1.0")
+)
+def add_privilege(self, server, timeout=20):
+    """Check that we can add privilege to a role used
+    in the external user directory configuration.
+    """
+    node = self.context.node
+    uid = getuid()
+    message = "DB::Exception: {user}: Not enough privileges."
+    exitcode = 241
+
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    users = [
+        {"username": f"user0_{uid}", "password": "user0_password"},
+        {"username": f"user1_{uid}", "password": "user1_password"}
+    ]
+
+    with rbac_roles(f"role0_{uid}", f"role1_{uid}") as roles:
+        with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+            with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users]):
+
+                    with When(f"I login and execute query that requires no privileges"):
+                        node.query(f"SELECT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with And(f"I login and try to read from the table without having select privilege"):
+                        node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])],
+                            exitcode=exitcode, message=message.format(user=users[0]["username"]))
+
+                    with When(f"I grant select privilege to one of the two roles assigned to LDAP users"):
+                        node.query(f"GRANT SELECT ON {table_name} TO {roles[0]}")
+
+                    with And(f"I login again and expect that cached LDAP user can successfully read from the table"):
+                        node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with And(f"I login again and expect that non-cached LDAP user can successfully read from the table"):
+                        node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                            settings=[("user", users[1]["username"]), ("password", users[1]["password"])])
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Role_RemovedPrivilege("1.0")
+)
+def remove_privilege(self, server, timeout=20):
+    """Check that we can remove privilege from a role used
+    in the external user directory configuration.
+    """
+    node = self.context.node
+    uid = getuid()
+    message = "DB::Exception: {user}: Not enough privileges."
+    exitcode = 241
+
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    users = [
+        {"username": f"user0_{uid}", "password": "user0_password"},
+        {"username": f"user1_{uid}", "password": "user1_password"}
+    ]
+
+    with rbac_roles(f"role0_{uid}", f"role1_{uid}") as roles:
+        with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+
+            with When(f"I grant select privilege to one of the two roles assigned to LDAP users"):
+                node.query(f"GRANT SELECT ON {table_name} TO {roles[0]}")
+
+            with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users]):
+
+                    with When(f"I login then LDAP user should be able to read from the table"):
+                        node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with When(f"I revoke select privilege from all the roles assigned to LDAP users"):
+                        node.query(f"REVOKE SELECT ON {table_name} FROM {roles[0]}")
+
+                    with When(f"I login again then cached LDAP user should not be able to read from the table"):
+                        node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])],
+                            exitcode=exitcode, message=message.format(user=users[0]["username"]))
+
+                    with When(f"I login with non-cached LDAP user then the user should also not be able to read from the table"):
+                        node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                            settings=[("user", users[1]["username"]), ("password", users[1]["password"])],
+                            exitcode=exitcode, message=message.format(user=users[1]["username"]))
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Role_Removed("1.0")
+)
+def remove_role(self, server, timeout=20):
+    """Check that when a role used in the external user directory configuration
+    is dynamically removed then any non-cached LDAP users should not be authenticated using
+    LDAP external user directory.
+    """
+    node = self.context.node
+    uid = getuid()
+    exitcode = 4
+    message = "DB::Exception: {user}: Authentication failed: password is incorrect or there is no user with such name"
+
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    users = [
+        {"username": f"user0_{uid}", "password": "user0_password"},
+        {"username": f"user1_{uid}", "password": "user1_password"}
+    ]
+
+    with rbac_roles(f"role0_{uid}", f"role1_{uid}") as roles:
+            with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users]):
+                    with When(f"I login and execute query that requires no privileges"):
+                        node.query(f"SELECT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with And("I remove one of the roles"):
+                        node.query(f"DROP ROLE {roles[1]}")
+
+                    with And(f"I try to login using cached LDAP user"):
+                        node.query(f"SELECT 1",
+                            settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                    with And(f"I try to login again using non-cached LDAP user"):
+                        node.query(f"SELECT 1",
+                            settings=[("user", users[1]["username"]), ("password", users[1]["password"])],
+                            exitcode=exitcode, message=message.format(user=users[1]["username"]))
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Role_Removed_Privileges("1.0")
+)
+def remove_privilege_by_removing_role(self, server, timeout=20):
+    """Check that when the role used in the external user directory configuration
+    is dynamically removed then privileges are removed from all
+    LDAP users that are authenticated using external user directory.
+    """
+    node = self.context.node
+    message = "DB::Exception: {user}: Not enough privileges."
+    exitcode = 241
+    uid = getuid()
+
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    users = [
+        {"username": f"user0_{uid}", "password": "user0_password"},
+        {"username": f"user1_{uid}", "password": "user1_password"}
+    ]
+
+    with rbac_roles(f"role0_{uid}", f"role1_{uid}") as roles:
+            with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+
+                with When(f"I grant select privilege to one of the two roles assigned to LDAP users"):
+                    node.query(f"GRANT SELECT ON {table_name} TO {roles[0]}")
+
+                with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                    with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users]):
+
+                        with When(f"I login and expect that LDAP user can read from the table"):
+                            node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                                settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                        with And("I remove the role that grants the privilege"):
+                            node.query(f"DROP ROLE {roles[0]}")
+
+                        with And(f"I try to relogin and expect that cached LDAP user can login "
+                                "but does not have privilege that was provided by the removed role"):
+                            node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                                settings=[("user", users[0]["username"]), ("password", users[0]["password"])],
+                                exitcode=exitcode, message=message.format(user=users[0]["username"]))
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Role_Readded_Privileges("1.0")
+)
+def readd_privilege_by_readding_role(self, server, timeout=20):
+    """Check that when the role used in the external user directory configuration
+    is dynamically removed then all the privileges are removed from any
+    LDAP users authenticated using external user directory but when the role is re-added
+    then privileges are restored and non-cached users can login again.
+    """
+    node = self.context.node
+    uid = getuid()
+
+    self.context.ldap_node = self.context.cluster.node(server)
+
+    users = [
+        {"username": f"user0_{uid}", "password": "user0_password"},
+        {"username": f"user1_{uid}", "password": "user1_password"}
+    ]
+
+    with rbac_roles(f"role0_{uid}", f"role1_{uid}") as roles:
+            with table(f"table_{getuid()}", "CREATE TABLE {name} (d DATE, s String, i UInt8) ENGINE = Memory()") as table_name:
+
+                with When(f"I grant select privilege to one of the two roles assigned to LDAP users"):
+                    node.query(f"GRANT SELECT ON {table_name} TO {roles[0]}")
+
+                with ldap_external_user_directory(server=server, roles=roles, restart=True):
+                    with ldap_users(*[{"cn": user["username"], "userpassword": user["password"]} for user in users]):
+
+                        with When(f"I login and expect that LDAP user can read from the table"):
+                            node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                                settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                        with And("I remove the role that grants the privilege"):
+                            node.query(f"DROP ROLE {roles[0]}")
+
+                        message = "DB::Exception: {user}: Not enough privileges."
+                        exitcode = 241
+
+                        with And(f"I try to relogin and expect that cached LDAP user can login "
+                                "but does not have privilege that was provided by the removed role"):
+                            node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                                settings=[("user", users[0]["username"]), ("password", users[0]["password"])],
+                                exitcode=exitcode, message=message.format(user=users[0]["username"]))
+
+                        message = "DB::Exception: {user}: Authentication failed: password is incorrect or there is no user with such name"
+                        exitcode = 4
+
+                        with And(f"I try to login using non-cached LDAP user and expect it to fail"):
+                            node.query(f"SELECT 1",
+                                settings=[("user", users[1]["username"]), ("password", users[1]["password"])],
+                                exitcode=exitcode, message=message.format(user=users[1]["username"]))
+
+                        with When("I re-add the role"):
+                            node.query(f"CREATE ROLE {roles[0]}")
+
+                        with And(f"I grant select privilege to the re-added role"):
+                            node.query(f"GRANT SELECT ON {table_name} TO {roles[0]}")
+
+                        with And(f"I try to relogin and expect that cached LDAP user can login "
+                                "and again has the privilege that is provided by the role"):
+                            node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                                settings=[("user", users[0]["username"]), ("password", users[0]["password"])])
+
+                        with And("I try to login using non-cached LDAP expect it to work "
+                                "with user also having privilege provided by the role"):
+                            node.query(f"SELECT * FROM {table_name} LIMIT 1",
+                                settings=[("user", users[1]["username"]), ("password", users[1]["password"])])
+
+@TestFeature
+@Name("roles")
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Users_Parameters_Roles("1.0")
+)
+def feature(self, node="clickhouse1"):
+    """Check that all the users that are authenticated using
+    LDAP external user directory are assigned the roles specified
+    in the configuration of the LDAP external user directory.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    user = {"server": "openldap1", "username": "user1", "password": "user1"}
+
+    with ldap_servers(servers):
+        for scenario in loads(current_module(), Scenario):
+            scenario(server="openldap1")
diff --git a/tests/testflows/ldap/external_user_directory/tests/server_config.py b/tests/testflows/ldap/external_user_directory/tests/server_config.py
new file mode 100644
index 00000000000..5df343b53df
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/server_config.py
@@ -0,0 +1,286 @@
+import time
+
+from testflows.core import *
+
+from ldap.external_user_directory.tests.common import *
+from ldap.external_user_directory.requirements import *
+
+from ldap.authentication.tests.common import invalid_server_config
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Name("1.0")
+)
+def empty_server_name(self, timeout=60):
+    """Check that empty string as a server name is not allowed.
+    """
+    servers = {"": {"host": "foo", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+    }}
+    invalid_server_config(servers, timeout=timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Connection_Authentication_UnreachableServer("1.0")
+)
+def invalid_host(self):
+    """Check that server returns an error when LDAP server
+    host name is invalid.
+    """
+    servers = {"foo": {"host": "foo", "port": "389", "enable_tls": "no"}}
+    users = [{
+        "server": "foo", "username": "user1", "password": "user1", "login": True,
+        "exitcode": 4, "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name."
+    }]
+    login(servers, "foo", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Host("1.0")
+)
+def empty_host(self, tail=20, timeout=60):
+    """Check that server returns an error when LDAP server
+    host value is empty.
+    """
+    node = current().context.node
+    message = "DB::Exception: Empty 'host' entry"
+
+    servers = {"foo": {"host": "", "port": "389", "enable_tls": "no"}}
+
+    invalid_server_config(servers, message=message, tail=16, timeout=timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Host("1.0")
+)
+def missing_host(self, tail=20, timeout=60):
+    """Check that server returns an error when LDAP server
+    host is missing.
+    """
+    node = current().context.node
+    message = "DB::Exception: Missing 'host' entry"
+
+    servers = {"foo": {"port": "389", "enable_tls": "no"}}
+    users = [{
+        "server": "foo", "username": "user1", "password": "user1", "login": True,
+        "exitcode": 36, "message": "DB::Exception: LDAP server 'foo' is not configured."
+    }]
+
+    with Given("I prepare the error log by writting empty lines into it"):
+        node.command("echo -e \"%s\" > /var/log/clickhouse-server/clickhouse-server.err.log" % ("-\\n" * tail))
+
+    with ldap_servers(servers):
+        with Then("server shall fail to merge the new config"):
+            started = time.time()
+            command = f"tail -n {tail} /var/log/clickhouse-server/clickhouse-server.err.log | grep \"{message}\""
+            while time.time() - started < timeout:
+                exitcode = node.command(command, steps=False).exitcode
+                if exitcode == 0:
+                    break
+                time.sleep(1)
+            assert exitcode == 0, error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+)
+def invalid_port(self):
+    """Check that server returns an error when LDAP server
+    port is not valid.
+    """
+    servers = {"openldap1": {"host": "openldap1", "port": "3890", "enable_tls": "no"}}
+    users = [{
+        "server": "openldap1", "username": "user1", "password": "user1", "login": True,
+        "exitcode": 4, "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name."
+    }]
+    login(servers, "openldap1", *users)
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Prefix("1.0")
+)
+def invalid_auth_dn_prefix(self):
+    """Check that server returns an error when LDAP server definition
+    has invalid auth_dn_prefix.
+    """
+    servers = {"openldap1": {"host": "openldap1", "port": "389", "enable_tls": "no",
+        "auth_dn_prefix": "foo=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+    }}
+    users = [{
+        "server": "openldap1", "username": "user1", "password": "user1", "login": True,
+        "exitcode": 4, "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name."
+    }]
+    login(servers, "openldap1", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Suffix("1.0")
+)
+def invalid_auth_dn_suffix(self):
+    """Check that server returns an error when LDAP server definition
+    has invalid auth_dn_suffix.
+    """
+    servers = {"openldap1": {"host": "openldap1", "port": "389", "enable_tls": "no",
+        "auth_dn_prefix": "cn=", "auth_dn_suffix": ",foo=users,dc=company,dc=com"
+    }}
+    users = [{
+        "server": "openldap1", "username": "user1", "password": "user1", "login": True,
+        "exitcode": 4, "message": "DB::Exception: user1: Authentication failed: password is incorrect or there is no user with such name."
+    }]
+    login(servers, "openldap1", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_EnableTLS("1.0")
+)
+def invalid_enable_tls_value(self, timeout=60):
+    """Check that server returns an error when enable_tls
+    option has invalid value.
+    """
+    message = "Syntax error: Cannot convert to boolean: foo"
+    servers = {"openldap1": {"host": "openldap1", "port": "389", "enable_tls": "foo",
+        "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+    }}
+    invalid_server_config(servers, message=message, tail=17, timeout=timeout)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSRequireCert("1.0")
+)
+def invalid_tls_require_cert_value(self):
+    """Check that server returns an error when tls_require_cert
+    option has invalid value.
+    """
+    servers = {"openldap2": {
+        "host": "openldap2", "port": "636", "enable_tls": "yes",
+        "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+        "tls_require_cert": "foo",
+        "ca_cert_dir": "/container/service/slapd/assets/certs/",
+        "ca_cert_file": "/container/service/slapd/assets/certs/ca.crt"
+    }}
+    users = [{
+        "server": "openldap2", "username": "user2", "password": "user2", "login": True,
+        "exitcode": 4, "message": "DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name."
+    }]
+    login(servers, "openldap2", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCACertDir("1.0")
+)
+def empty_ca_cert_dir(self):
+    """Check that server returns an error when ca_cert_dir is empty.
+    """
+    servers = {"openldap2": {"host": "openldap2", "port": "636", "enable_tls": "yes",
+        "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+        "tls_require_cert": "demand",
+        "ca_cert_dir": "",
+        "ca_cert_file": "/container/service/slapd/assets/certs/ca.crt"
+    }}
+    users = [{
+        "server": "openldap2", "username": "user2", "password": "user2", "login": True,
+        "exitcode": 4,
+        "message": "DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name"
+    }]
+    login(servers, "openldap2", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Invalid("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_TLSCertFile("1.0")
+)
+def empty_ca_cert_file(self):
+    """Check that server returns an error when ca_cert_file is empty.
+    """
+    servers = {"openldap2": {"host": "openldap2", "port": "636", "enable_tls": "yes",
+        "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+        "tls_require_cert": "demand",
+        "ca_cert_dir": "/container/service/slapd/assets/certs/",
+        "ca_cert_file": ""
+    }}
+    users = [{
+        "server": "openldap2", "username": "user2", "password": "user2", "login": True,
+        "exitcode": 4,
+        "message": "DB::Exception: user2: Authentication failed: password is incorrect or there is no user with such name."
+    }]
+    login(servers, "openldap2", *users)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Value("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Prefix("1.0"),
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_AuthDN_Suffix("1.0")
+)
+def auth_dn_value(self):
+    """Check that server configuration can properly define the `dn` value of the user."""
+    servers = {
+        "openldap1": {
+            "host": "openldap1", "port": "389", "enable_tls": "no",
+            "auth_dn_prefix": "cn=", "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        }}
+    user = {"server": "openldap1", "username": "user1", "password": "user1", "login": True}
+
+    login(servers, "openldap1", user)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_009_LDAP_ExternalUserDirectory_Configuration_Server_Syntax("1.0")
+)
+def syntax(self):
+    """Check that server configuration with valid syntax can be loaded.
+    ```xml
+    <yandex>
+        <ldap_server>
+            <host>localhost</host>
+            <port>636</port>
+            <auth_dn_prefix>cn=</auth_dn_prefix>
+            <auth_dn_suffix>, ou=users, dc=example, dc=com</auth_dn_suffix>
+            <enable_tls>yes</enable_tls>
+            <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>
+            <tls_require_cert>demand</tls_require_cert>
+            <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>
+            <tls_key_file>/path/to/tls_key_file</tls_key_file>
+            <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>
+            <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>
+            <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
+        </ldap_server>
+    </yandex>
+    ```
+    """
+    servers = {
+        "openldap2": {
+            "host": "openldap2",
+            "port": "389",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com",
+            "enable_tls": "yes",
+            "tls_minimum_protocol_version": "tls1.2" ,
+            "tls_require_cert": "demand",
+            "tls_cert_file": "/container/service/slapd/assets/certs/ldap.crt",
+            "tls_key_file": "/container/service/slapd/assets/certs/ldap.key",
+            "tls_ca_cert_file": "/container/service/slapd/assets/certs/ca.crt",
+            "tls_ca_cert_dir": "/container/service/slapd/assets/certs/",
+            "tls_cipher_suite": "ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384"
+        }
+    }
+    with ldap_servers(servers):
+        pass
+
+@TestFeature
+@Name("server config")
+def feature(self, node="clickhouse1"):
+    """Check LDAP server configuration.
+    """
+    self.context.node = self.context.cluster.node(node)
+    for scenario in loads(current_module(), Scenario):
+        scenario()
diff --git a/tests/testflows/ldap/external_user_directory/tests/simple.py b/tests/testflows/ldap/external_user_directory/tests/simple.py
new file mode 100644
index 00000000000..c48048833c7
--- /dev/null
+++ b/tests/testflows/ldap/external_user_directory/tests/simple.py
@@ -0,0 +1,24 @@
+from testflows.core import *
+from testflows.asserts import error
+
+from ldap.external_user_directory.tests.common import login
+
+@TestScenario
+@Name("simple")
+def scenario(self, node="clickhouse1"):
+    """Check that an LDAP external user directory can be used to authenticate a user.
+    """
+    self.context.node = self.context.cluster.node(node)
+    servers = {
+        "openldap1": {
+            "host": "openldap1",
+            "port": "389",
+            "enable_tls": "no",
+            "auth_dn_prefix": "cn=",
+            "auth_dn_suffix": ",ou=users,dc=company,dc=com"
+        },
+    }
+    users = [
+        {"server": "openldap1", "username": "user1", "password": "user1", "login": True},
+    ]
+    login(servers, "openldap1", *users)
diff --git a/tests/testflows/ldap/regression.py b/tests/testflows/ldap/regression.py
index 567807fc0a8..9cc9aa85f93 100755
--- a/tests/testflows/ldap/regression.py
+++ b/tests/testflows/ldap/regression.py
@@ -2,53 +2,20 @@
 import sys
 from testflows.core import *
 
-append_path(sys.path, "..") 
+append_path(sys.path, "..")
 
-from helpers.cluster import Cluster
 from helpers.argparser import argparser
-from ldap.requirements import *
 
-# Cross-outs of known fails
-xfails = {
-    "connection protocols/tls/tls_require_cert='try'":
-     [(Fail, "can't be tested with self-signed certificates")],
-    "connection protocols/tls/tls_require_cert='demand'":
-     [(Fail, "can't be tested with self-signed certificates")],
-    "connection protocols/starttls/tls_require_cert='try'":
-     [(Fail, "can't be tested with self-signed certificates")],
-    "connection protocols/starttls/tls_require_cert='demand'":
-     [(Fail, "can't be tested with self-signed certificates")],
-    "connection protocols/tls require cert default demand":
-     [(Fail, "can't be tested with self-signed certificates")],
-    "connection protocols/starttls with custom port":
-     [(Fail, "it seems that starttls is not enabled by default on custom plain-text ports in LDAP server")],
-    "connection protocols/tls cipher suite":
-     [(Fail, "can't get it to work")]
-}
-
-@TestFeature
-@Name("ldap authentication")
+@TestModule
+@Name("ldap")
 @ArgumentParser(argparser)
-@Requirements(
-    RQ_SRS_007_LDAP_Authentication("1.0")
-)
-@XFails(xfails)
-def regression(self, local, clickhouse_binary_path):
-    """ClickHouse integration with LDAP regression module.
+def regression(self, local, clickhouse_binary_path, parallel=None, stress=None):
+    """ClickHouse LDAP integration regression module.
     """
-    nodes = {
-        "clickhouse": ("clickhouse1", "clickhouse2", "clickhouse3"),
-    }
- 
-    with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
-        self.context.cluster = cluster
+    args = {"local": local, "clickhouse_binary_path": clickhouse_binary_path}
 
-        Scenario(run=load("ldap.tests.sanity", "scenario"))
-        Scenario(run=load("ldap.tests.multiple_servers", "scenario"))
-        Feature(run=load("ldap.tests.connections", "feature"))
-        Feature(run=load("ldap.tests.server_config", "feature"))
-        Feature(run=load("ldap.tests.user_config", "feature"))
-        Feature(run=load("ldap.tests.authentications", "feature"))
+    Feature(test=load("ldap.authentication.regression", "regression"))(**args)
+    Feature(test=load("ldap.external_user_directory.regression", "regression"))(**args)
 
 if main():
-    regression()
+    regression()
\ No newline at end of file
diff --git a/tests/testflows/rbac/configs/clickhouse/config.d/remote.xml b/tests/testflows/rbac/configs/clickhouse/config.d/remote.xml
index ada8eec5fc9..a7ed0d6e2b4 100644
--- a/tests/testflows/rbac/configs/clickhouse/config.d/remote.xml
+++ b/tests/testflows/rbac/configs/clickhouse/config.d/remote.xml
@@ -58,9 +58,44 @@
                     <port>9440</port>
                     <secure>1</secure>
                 </replica>
-	    </shard>
-	</replicated_cluster_secure>
-	<cluster23>
+            </shard>
+        </replicated_cluster_secure>
+        <cluster1>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </cluster1>
+        <sharded_cluster12>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </sharded_cluster12>
+        <one_shard_cluster12>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </one_shard_cluster12>
+        <sharded_cluster23>
             <shard>
                 <replica>
                     <host>clickhouse2</host>
@@ -73,8 +108,20 @@
                     <port>9000</port>
                 </replica>
             </shard>
-        </cluster23>
-	<sharded_cluster>
+        </sharded_cluster23>
+        <one_shard_cluster23>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </one_shard_cluster23>
+        <sharded_cluster>
             <shard>
                 <replica>
                     <host>clickhouse1</host>
@@ -94,6 +141,22 @@
                 </replica>
             </shard>
         </sharded_cluster>
+        <one_shard_cluster>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </one_shard_cluster>
         <sharded_cluster_secure>
             <shard>
                 <replica>
diff --git a/tests/testflows/rbac/configs/clickhouse/config.d/ssl.xml b/tests/testflows/rbac/configs/clickhouse/config.d/ssl.xml
index ca65ffd5e04..768d2250b79 100644
--- a/tests/testflows/rbac/configs/clickhouse/config.d/ssl.xml
+++ b/tests/testflows/rbac/configs/clickhouse/config.d/ssl.xml
@@ -3,6 +3,7 @@
         <server>
             <certificateFile>/etc/clickhouse-server/ssl/server.crt</certificateFile>
             <privateKeyFile>/etc/clickhouse-server/ssl/server.key</privateKeyFile>
+            <dhParamsFile>/etc/clickhouse-server/ssl/dhparam.pem</dhParamsFile>
             <verificationMode>none</verificationMode>
             <cacheSessions>true</cacheSessions>
         </server>
diff --git a/tests/testflows/rbac/configs/clickhouse/config.xml b/tests/testflows/rbac/configs/clickhouse/config.xml
index 65187edf806..4ec12232539 100644
--- a/tests/testflows/rbac/configs/clickhouse/config.xml
+++ b/tests/testflows/rbac/configs/clickhouse/config.xml
@@ -69,7 +69,7 @@
     <!-- Listen specified host. use :: (wildcard IPv6 address), if you want to accept connections both with IPv4 and IPv6 from everywhere. -->
     <!-- <listen_host>::</listen_host> -->
     <!-- Same for hosts with disabled ipv6: -->
-    <!-- <listen_host>0.0.0.0</listen_host> -->
+    <listen_host>0.0.0.0</listen_host>
 
     <!-- Default values - try listen localhost on ipv4 and ipv6: -->
     <!--
@@ -120,6 +120,18 @@
     <!-- Path to folder where users and roles created by SQL commands are stored. -->
     <access_control_path>/var/lib/clickhouse/access/</access_control_path>
 
+    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
+    <user_directories>
+        <users_xml>
+            <!-- Path to configuration file with predefined users. -->
+            <path>users.xml</path>
+        </users_xml>
+        <local_directory>
+            <!-- Path to folder where users created by SQL commands are stored. -->
+            <path>/var/lib/clickhouse/access/</path>
+        </local_directory>
+    </user_directories>
+
     <!-- Path to configuration file with users, access rights, profiles of settings, quotas. -->
     <users_config>users.xml</users_config>
 
@@ -160,7 +172,7 @@
     <!-- Configuration of clusters that could be used in Distributed tables.
          https://clickhouse.yandex/docs/en/table_engines/distributed/
       -->
-    <remote_servers incl="clickhouse_remote" >
+    <remote_servers incl="clickhouse_remote_servers" >
         <!-- Test only shard config for testing distributed storage -->
         <test_shard_localhost>
             <shard>
@@ -220,7 +232,7 @@
 
          See https://clickhouse.yandex/docs/en/table_engines/replication/
       -->
-    <zookeeper incl="zookeeper" optional="true" />
+    <zookeeper incl="zookeeper-servers" optional="true" />
 
     <!-- Substitutions for parameters of replicated tables.
           Optional. If you don't use replicated tables, you could omit that.
@@ -353,7 +365,7 @@
     <!-- Uncomment if you want data to be compressed 30-100% better.
          Don't do that if you just started using ClickHouse.
       -->
-    <compression incl="compression">
+    <compression incl="clickhouse_compression">
     <!--
         <!- - Set of variants. Checked in order. Last matching case wins. If nothing matches, lz4 will be used. - ->
         <case>
diff --git a/tests/testflows/rbac/docker-compose/clickhouse-service.yml b/tests/testflows/rbac/docker-compose/clickhouse-service.yml
old mode 100644
new mode 100755
diff --git a/tests/testflows/rbac/docker-compose/docker-compose.yml b/tests/testflows/rbac/docker-compose/docker-compose.yml
old mode 100644
new mode 100755
index 0f90e7fa7bc..a3f5144c9ed
--- a/tests/testflows/rbac/docker-compose/docker-compose.yml
+++ b/tests/testflows/rbac/docker-compose/docker-compose.yml
@@ -45,7 +45,7 @@ services:
       zookeeper:
         condition: service_healthy
 
-  # dummy service which does nothing, but allows to postpone 
+  # dummy service which does nothing, but allows to postpone
   # 'docker-compose up -d' till all dependecies will go healthy
   all_services_ready:
     image: hello-world
@@ -57,4 +57,4 @@ services:
       clickhouse3:
         condition: service_healthy
       zookeeper:
-        condition: service_healthy
+        condition: service_healthy
\ No newline at end of file
diff --git a/tests/testflows/rbac/docker-compose/zookeeper-service.yml b/tests/testflows/rbac/docker-compose/zookeeper-service.yml
old mode 100644
new mode 100755
index 6691a2df31c..f3df33358be
--- a/tests/testflows/rbac/docker-compose/zookeeper-service.yml
+++ b/tests/testflows/rbac/docker-compose/zookeeper-service.yml
@@ -10,9 +10,9 @@ services:
       ZOO_MY_ID: 1
     healthcheck:
       test: echo stat | nc localhost 2181
-      interval: 10s
-      timeout: 10s
-      retries: 3
-      start_period: 300s
+      interval: 3s
+      timeout: 2s
+      retries: 5
+      start_period: 2s
     security_opt:
       - label:disable
diff --git a/tests/testflows/rbac/helper/__init__.py b/tests/testflows/rbac/helper/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/rbac/helper/common.py b/tests/testflows/rbac/helper/common.py
new file mode 100755
index 00000000000..005d0cb373c
--- /dev/null
+++ b/tests/testflows/rbac/helper/common.py
@@ -0,0 +1,131 @@
+import uuid
+
+from contextlib import contextmanager
+from multiprocessing.dummy import Pool
+
+from testflows.core.name import basename, parentname
+from testflows._core.testtype import TestSubType
+from testflows.core import *
+
+from rbac.helper.tables import table_types
+
+def join(tasks):
+    """Join all parallel tests.
+    """
+    exc = None
+    while tasks:
+        try:
+            tasks[0].get()
+            tasks.pop(0)
+
+        except KeyboardInterrupt as e:
+            current().context.cluster.terminating = True
+            continue
+
+        except Exception as e:
+            tasks.pop(0)
+            if exc is None:
+                exc = e
+            current().context.cluster.terminating = True
+
+    if exc is not None:
+        raise exc
+
+def start(pool, tasks, scenario, kwargs=None):
+    """Start parallel test.
+    """
+    if kwargs is None:
+        kwargs = {}
+
+    task = pool.apply_async(scenario, [], kwargs)
+    tasks.append(task)
+
+    return task
+
+def run_scenario(pool, tasks, scenario, kwargs=None):
+    if kwargs is None:
+        kwargs = {}
+
+    if current().context.parallel:
+        start(pool, tasks, scenario, kwargs)
+    else:
+        scenario(**kwargs)
+
+def permutations(table_count=1):
+    return [*range((1 << table_count)-1)]
+
+def getuid():
+    if current().subtype == TestSubType.Example:
+        testname = f"{basename(parentname(current().name)).replace(' ', '_').replace(',','')}"
+    else:
+        testname = f"{basename(current().name).replace(' ', '_').replace(',','')}"
+    return testname + "_" + str(uuid.uuid1()).replace('-', '_')
+
+@contextmanager
+def table(node, name, table_type_name="MergeTree"):
+    table_type = table_types[table_type_name]
+    try:
+        names = name.split(",")
+        for name in names:
+            with Given(f"I have {name} with engine {table_type_name}"):
+                node.query(f"DROP TABLE IF EXISTS {name}")
+                node.query(table_type.create_statement.format(name=name))
+        yield
+    finally:
+        for name in names:
+            with Finally(f"I drop the table {name}"):
+                if table_type.cluster:
+                    node.query(f"DROP TABLE IF EXISTS {name} ON CLUSTER {table_type.cluster}")
+                else:
+                    node.query(f"DROP TABLE IF EXISTS {name}")
+
+@contextmanager
+def user(node, name):
+    try:
+        names = name.split(",")
+        for name in names:
+            with Given("I have a user"):
+                node.query(f"CREATE USER OR REPLACE {name}")
+        yield
+    finally:
+        for name in names:
+            with Finally("I drop the user"):
+                node.query(f"DROP USER IF EXISTS {name}")
+
+@contextmanager
+def role(node, role):
+    try:
+        roles = role.split(",")
+        for role in roles:
+            with Given("I have a role"):
+                node.query(f"CREATE ROLE OR REPLACE {role}")
+        yield
+    finally:
+        for role in roles:
+            with Finally("I drop the role"):
+                node.query(f"DROP ROLE IF EXISTS {role}")
+tables = {
+    "table0" : 1 << 0,
+    "table1" : 1 << 1,
+    "table2" : 1 << 2,
+    "table3" : 1 << 3,
+    "table4" : 1 << 4,
+    "table5" : 1 << 5,
+    "table6" : 1 << 6,
+    "table7" : 1 << 7,
+}
+
+@contextmanager
+def grant_select_on_table(node, grants, target_name, *table_names):
+    try:
+        tables_granted = []
+        for table_number in range(len(table_names)):
+            if(grants & tables[f"table{table_number}"]):
+                with When(f"I grant select privilege on {table_names[table_number]}"):
+                    node.query(f"GRANT SELECT ON {table_names[table_number]} TO {target_name}")
+                    tables_granted.append(f'{table_names[table_number]}')
+        yield (', ').join(tables_granted)
+    finally:
+        for table_number in range(len(table_names)):
+            with Finally(f"I revoke the select privilege on {table_names[table_number]}"):
+                node.query(f"REVOKE SELECT ON {table_names[table_number]} FROM {target_name}")
diff --git a/tests/testflows/rbac/helper/errors.py b/tests/testflows/rbac/helper/errors.py
new file mode 100755
index 00000000000..65fdd3a8e42
--- /dev/null
+++ b/tests/testflows/rbac/helper/errors.py
@@ -0,0 +1,123 @@
+## Syntax
+
+# Errors: not found
+
+not_found = "Exception: There is no {type} `{name}`"
+
+def user_not_found_in_disk(name):
+    return (192,not_found.format(type="user",name=name))
+
+def role_not_found_in_disk(name):
+    return (255,not_found.format(type="role",name=name))
+
+def settings_profile_not_found_in_disk(name):
+    return (180,not_found.format(type="settings profile",name=name))
+
+def quota_not_found_in_disk(name):
+    return (199,not_found.format(type="quota",name=name))
+
+def row_policy_not_found_in_disk(name):
+    return (11,not_found.format(type="row policy",name=name))
+
+def table_does_not_exist(name):
+    return(60,"Exception: Table {name} doesn't exist".format(name=name))
+
+# Errors: cannot_rename
+
+cannot_rename = "Exception: {type} `{name}`: cannot rename to `{name_new}` because {type} `{name_new}` already exists"
+cannot_rename_exitcode = 237
+
+def cannot_rename_user(name,name_new):
+    return (cannot_rename_exitcode, cannot_rename.format(type="user", name=name, name_new=name_new))
+
+def cannot_rename_role(name,name_new):
+    return (cannot_rename_exitcode, cannot_rename.format(type="role", name=name, name_new=name_new))
+
+def cannot_rename_settings_profile(name,name_new):
+    return (cannot_rename_exitcode, cannot_rename.format(type="settings profile", name=name, name_new=name_new))
+
+def cannot_rename_quota(name,name_new):
+    return (cannot_rename_exitcode, cannot_rename.format(type="quota", name=name, name_new=name_new))
+
+def cannot_rename_row_policy(name,name_new):
+    return (cannot_rename_exitcode, cannot_rename.format(type="row policy", name=name, name_new=name_new))
+
+# Errors: cannot insert
+
+cannot_insert = "Exception: {type} `{name}`: cannot insert because {type} `{name}` already exists"
+cannot_insert_exitcode = 237
+
+def cannot_insert_user(name):
+    return (cannot_insert_exitcode, cannot_insert.format(type="user",name=name))
+
+def cannot_insert_role(name):
+    return (cannot_insert_exitcode, cannot_insert.format(type="role",name=name))
+
+def cannot_insert_settings_profile(name):
+    return (cannot_insert_exitcode, cannot_insert.format(type="settings profile",name=name))
+
+def cannot_insert_quota(name):
+    return (cannot_insert_exitcode, cannot_insert.format(type="quota",name=name))
+
+def cannot_insert_row_policy(name):
+    return (cannot_insert_exitcode, cannot_insert.format(type="row policy",name=name))
+
+# Error: default is readonly
+
+cannot_remove_default = "Exception: Cannot remove {type} `default` from users.xml because this storage is readonly"
+cannot_remove_default_exitcode = 239
+
+def cannot_update_default():
+    return (cannot_remove_default_exitcode, "Exception: Cannot update user `default` in users.xml because this storage is readonly")
+
+def cannot_remove_user_default():
+    return (cannot_remove_default_exitcode, cannot_remove_default.format(type="user"))
+
+def cannot_remove_settings_profile_default():
+    return (cannot_remove_default_exitcode, cannot_remove_default.format(type="settings profile"))
+
+def cannot_remove_quota_default():
+    return (cannot_remove_default_exitcode, cannot_remove_default.format(type="quota"))
+
+# Other syntax errors
+
+def unknown_setting(setting):
+    return (115, f"Exception: Unknown setting {setting}.")
+
+def cluster_not_found(cluster):
+    return (170, f"Exception: Requested cluster '{cluster}' not found.")
+
+## Privileges
+
+def not_enough_privileges(name):
+    return (241, f"Exception: {name}: Not enough privileges.")
+
+def cannot_parse_string_as_float(string):
+    return (6, f"Exception: Cannot parse string '{string}' as Float64")
+
+def missing_columns(name):
+    return (47, f"Exception: Missing columns: '{name}' while processing query")
+
+# Errors: wrong name
+
+wrong_name = "Exception: Wrong {type} name. Cannot find {type} `{name}` to drop"
+
+def wrong_column_name(name):
+    return (10, wrong_name.format(type="column",name=name))
+
+def wrong_index_name(name):
+    return (36, wrong_name.format(type="index",name=name))
+
+def wrong_constraint_name(name):
+    return (36, wrong_name.format(type="constraint",name=name))
+
+# Errors: cannot add
+
+cannot_add = "Exception: Cannot add index {name}: index with this name already exists"
+cannot_add_exitcode = 44
+
+def cannot_add_index(name):
+    return (cannot_add_exitcode, cannot_add.format(name=name))
+
+def cannot_add_constraint(name):
+    return (cannot_add_exitcode, cannot_add.format(name=name))
diff --git a/tests/testflows/rbac/helper/tables.py b/tests/testflows/rbac/helper/tables.py
new file mode 100755
index 00000000000..5d14bb34a83
--- /dev/null
+++ b/tests/testflows/rbac/helper/tables.py
@@ -0,0 +1,41 @@
+from collections import namedtuple
+
+table_tuple = namedtuple("table_tuple", "create_statement cluster")
+
+table_types = {
+    "MergeTree": table_tuple("CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8) ENGINE = MergeTree() PARTITION BY y ORDER BY d", None),
+    "ReplacingMergeTree": table_tuple("CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8) ENGINE = ReplacingMergeTree() PARTITION BY y ORDER BY d", None),
+    "SummingMergeTree": table_tuple("CREATE TABLE {name} (d DATE, a String, b UInt8 DEFAULT 1, x String, y Int8) ENGINE = SummingMergeTree() PARTITION BY y ORDER BY d", None),
+    "AggregatingMergeTree": table_tuple("CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8) ENGINE = AggregatingMergeTree() PARTITION BY y ORDER BY d", None),
+    "CollapsingMergeTree": table_tuple("CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, sign Int8 DEFAULT 1) ENGINE = CollapsingMergeTree(sign) PARTITION BY y ORDER BY d", None),
+    "VersionedCollapsingMergeTree": table_tuple("CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, version UInt64, sign Int8 DEFAULT 1) ENGINE = VersionedCollapsingMergeTree(sign, version) PARTITION BY y ORDER BY d", None),
+    "GraphiteMergeTree": table_tuple("CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, Path String, Time DateTime, Value Float64, col UInt64, Timestamp Int64) ENGINE = GraphiteMergeTree('graphite_rollup_example') PARTITION BY y ORDER by d", None),
+    "ReplicatedMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d DATE, a String, b UInt8, x String, y Int8) \
+        ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d DATE, a String, b UInt8, x String, y Int8) \
+        ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "one_shard_cluster"),
+    "ReplicatedReplacingMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d DATE, a String, b UInt8, x String, y Int8) \
+        ENGINE = ReplicatedReplacingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedReplacingMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d DATE, a String, b UInt8, x String, y Int8) \
+        ENGINE = ReplicatedReplacingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "one_shard_cluster"),
+    "ReplicatedSummingMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d DATE, a String, b UInt8 DEFAULT 1, x String, y Int8) \
+        ENGINE = ReplicatedSummingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedSummingMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d DATE, a String, b UInt8 DEFAULT 1, x String, y Int8) \
+        ENGINE = ReplicatedSummingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "one_shard_cluster"),
+    "ReplicatedAggregatingMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d DATE, a String, b UInt8, x String, y Int8) \
+        ENGINE = ReplicatedAggregatingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedAggregatingMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d DATE, a String, b UInt8, x String, y Int8) \
+        ENGINE = ReplicatedAggregatingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') PARTITION BY y ORDER BY d", "one_shard_cluster"),
+    "ReplicatedCollapsingMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d Date, a String, b UInt8, x String, y Int8, sign Int8 DEFAULT 1) \
+        ENGINE = ReplicatedCollapsingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}', sign) PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedCollapsingMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d Date, a String, b UInt8, x String, y Int8, sign Int8 DEFAULT 1) \
+        ENGINE = ReplicatedCollapsingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}', sign) PARTITION BY y ORDER BY d", "one_shard_cluster"),
+    "ReplicatedVersionedCollapsingMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d Date, a String, b UInt8, x String, y Int8, version UInt64, sign Int8 DEFAULT 1) \
+        ENGINE = ReplicatedVersionedCollapsingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}', sign, version) PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedVersionedCollapsingMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d Date, a String, b UInt8, x String, y Int8, version UInt64, sign Int8 DEFAULT 1) \
+        ENGINE = ReplicatedVersionedCollapsingMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}', sign, version) PARTITION BY y ORDER BY d", "one_shard_cluster"),
+    "ReplicatedGraphiteMergeTree-sharded_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER sharded_cluster (d Date, a String, b UInt8, x String, y Int8, Path String, Time DateTime, Value Float64, col UInt64, Timestamp Int64) \
+        ENGINE = ReplicatedGraphiteMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}', 'graphite_rollup_example') PARTITION BY y ORDER BY d", "sharded_cluster"),
+    "ReplicatedGraphiteMergeTree-one_shard_cluster": table_tuple("CREATE TABLE {name} ON CLUSTER one_shard_cluster (d Date, a String, b UInt8, x String, y Int8, Path String, Time DateTime, Value Float64, col UInt64, Timestamp Int64) \
+        ENGINE = ReplicatedGraphiteMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}', 'graphite_rollup_example') PARTITION BY y ORDER BY d", "one_shard_cluster"),
+}
\ No newline at end of file
diff --git a/tests/testflows/rbac/regression.py b/tests/testflows/rbac/regression.py
index 46bccf917fb..c0307664061 100755
--- a/tests/testflows/rbac/regression.py
+++ b/tests/testflows/rbac/regression.py
@@ -1,51 +1,110 @@
 #!/usr/bin/env python3
 import sys
+
 from testflows.core import *
 
 append_path(sys.path, "..")
 
 from helpers.cluster import Cluster
 from helpers.argparser import argparser
-from rbac.requirements import *
+from rbac.requirements import SRS_006_ClickHouse_Role_Based_Access_Control
 
-issue_12507 = "https://github.com/ClickHouse/ClickHouse/issues/12507"
-issue_12510 = "https://github.com/ClickHouse/ClickHouse/issues/12510"
-issue_12600 = "https://github.com/ClickHouse/ClickHouse/issues/12600"
+issue_14091 = "https://github.com/ClickHouse/ClickHouse/issues/14091"
+issue_14149 = "https://github.com/ClickHouse/ClickHouse/issues/14149"
+issue_14224 = "https://github.com/ClickHouse/ClickHouse/issues/14224"
+issue_14418 = "https://github.com/ClickHouse/ClickHouse/issues/14418"
+issue_14451 = "https://github.com/ClickHouse/ClickHouse/issues/14451"
+issue_14566 = "https://github.com/ClickHouse/ClickHouse/issues/14566"
+issue_14674 = "https://github.com/ClickHouse/ClickHouse/issues/14674"
+issue_14810 = "https://github.com/ClickHouse/ClickHouse/issues/14810"
+issue_15165 = "https://github.com/ClickHouse/ClickHouse/issues/15165"
+issue_15980 = "https://github.com/ClickHouse/ClickHouse/issues/15980"
 
 xfails = {
     "syntax/show create quota/I show create quota current":
         [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/12495")],
-    "syntax/create role/I create role that already exists, throws exception":
-        [(Fail, issue_12510)],
-    "syntax/create user/I create user with if not exists, user does exist":
-        [(Fail, issue_12507)],
-    "syntax/create row policy/I create row policy if not exists, policy does exist":
-        [(Fail, issue_12507)],
-    "syntax/create quota/I create quota if not exists, quota does exist":
-        [(Fail, issue_12507)],
-    "syntax/create role/I create role if not exists, role does exist":
-        [(Fail, issue_12507)],
-    "syntax/create settings profile/I create settings profile if not exists, profile does exist":
-        [(Fail, issue_12507)],
-    "syntax/grant privilege/grant privileges/privilege='dictGet', on=('db0.table0', 'db0.*', '*.*', 'tb0', '*'), allow_introspection=False":
-        [(Fail, issue_12600)],
-    "syntax/grant privilege/grant privileges/privilege='CREATE', on=('db0.table0', 'db0.*', '*.*', 'tb0', '*'), allow_introspection=False":
-        [(Fail, issue_12600)],
-    "syntax/grant privilege/grant privileges/privilege='DROP', on=('db0.table0', 'db0.*', '*.*', 'tb0', '*'), allow_introspection=False":
-        [(Fail, issue_12600)],
-    "syntax/grant privilege/grant privileges/privilege='TRUNCATE', on=('db0.table0', 'db0.*', '*.*', 'tb0', '*'), allow_introspection=False":
-        [(Fail, issue_12600)],
-    "syntax/grant privilege/grant privileges/privilege='OPTIMIZE', on=('db0.table0', 'db0.*', '*.*', 'tb0', '*'), allow_introspection=False":
-        [(Fail, issue_12600)],
-    "syntax/grant privilege/grant privileges/privilege='SYSTEM', on=('db0.table0', 'db0.*', '*.*', 'tb0', '*'), allow_introspection=False":
-        [(Fail, issue_12600)],
+    "views/:/create with subquery privilege granted directly or via role/:":
+        [(Fail, issue_14091)],
+    "views/:/create with join query privilege granted directly or via role/:":
+        [(Fail, issue_14091)],
+    "views/:/create with union query privilege granted directly or via role/:":
+        [(Fail, issue_14091)],
+    "views/:/create with join union subquery privilege granted directly or via role/:":
+        [(Fail, issue_14091)],
+    "views/:/create with nested views privilege granted directly or via role/:":
+        [(Fail, issue_14091)],
+    "views/view/select with join query privilege granted directly or via role/:":
+        [(Fail, issue_14149)],
+    "views/view/select with join union subquery privilege granted directly or via role/:":
+        [(Fail, issue_14149)],
+    "views/view/select with nested views privilege granted directly or via role/:":
+        [(Fail, issue_14149)],
+    "views/live view/refresh with privilege granted directly or via role/:":
+        [(Fail, issue_14224)],
+    "views/live view/refresh with privilege revoked directly or from role/:":
+        [(Fail, issue_14224)],
+    "views/live view/select:":
+        [(Fail, issue_14418)],
+    "views/live view/select:/:":
+        [(Fail, issue_14418)],
+    "views/materialized view/select with:":
+        [(Fail, issue_14451)],
+    "views/materialized view/select with:/:":
+        [(Fail, issue_14451)],
+    "views/materialized view/modify query:":
+        [(Fail, issue_14674)],
+    "views/materialized view/modify query:/:":
+        [(Fail, issue_14674)],
+    "views/materialized view/insert on source table privilege granted directly or via role/:":
+        [(Fail, issue_14810)],
+    "privileges/alter ttl/table_type=:/user with some privileges":
+        [(Fail, issue_14566)],
+    "privileges/alter ttl/table_type=:/role with some privileges":
+        [(Fail, issue_14566)],
+    "privileges/alter ttl/table_type=:/user with privileges on cluster":
+        [(Fail, issue_14566)],
+    "privileges/alter ttl/table_type=:/user with privileges from user with grant option":
+        [(Fail, issue_14566)],
+    "privileges/alter ttl/table_type=:/user with privileges from role with grant option":
+        [(Fail, issue_14566)],
+    "privileges/alter ttl/table_type=:/role with privileges from user with grant option":
+        [(Fail, issue_14566)],
+    "privileges/alter ttl/table_type=:/role with privileges from role with grant option":
+        [(Fail, issue_14566)],
+    "privileges/distributed table/:/special cases/insert with table on source table of materialized view:":
+        [(Fail, issue_14810)],
+    "privileges/distributed table/cluster tests/cluster='sharded*":
+        [(Fail, issue_15165)],
+    "privileges/distributed table/cluster tests/cluster=:/special cases/insert with table on source table of materialized view privilege granted directly or via role/:":
+        [(Fail, issue_14810)],
+    "views/materialized view/select from implicit target table privilege granted directly or via role/select from implicit target table, privilege granted directly":
+        [(Fail, ".inner table is not created as expected")],
+    "views/materialized view/insert on target table privilege granted directly or via role/insert on target table, privilege granted through a role":
+        [(Fail, ".inner table is not created as expected")],
+    "views/materialized view/select from implicit target table privilege granted directly or via role/select from implicit target table, privilege granted through a role":
+        [(Fail, ".inner table is not created as expected")],
+    "views/materialized view/insert on target table privilege granted directly or via role/insert on target table, privilege granted directly":
+        [(Fail, ".inner table is not created as expected")],
+    "views/materialized view/select from source table privilege granted directly or via role/select from implicit target table, privilege granted directly":
+        [(Fail, ".inner table is not created as expected")],
+    "views/materialized view/select from source table privilege granted directly or via role/select from implicit target table, privilege granted through a role":
+        [(Fail, ".inner table is not created as expected")],
+}
+
+xflags = {
+    "privileges/alter index/table_type='ReplicatedVersionedCollapsingMergeTree-sharded_cluster'/role with privileges from role with grant option/granted=:/I try to ALTER INDEX with given privileges/I check order by when privilege is granted":
+    (SKIP, 0)
 }
 
 @TestModule
 @ArgumentParser(argparser)
 @XFails(xfails)
+@XFlags(xflags)
 @Name("rbac")
-def regression(self, local, clickhouse_binary_path):
+@Specifications(
+    SRS_006_ClickHouse_Role_Based_Access_Control
+)
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
     """RBAC regression.
     """
     nodes = {
@@ -54,9 +113,14 @@ def regression(self, local, clickhouse_binary_path):
     }
     with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
         self.context.cluster = cluster
+        self.context.stress = stress
+
+        if parallel is not None:
+            self.context.parallel = parallel
 
         Feature(run=load("rbac.tests.syntax.feature", "feature"), flags=TE)
         Feature(run=load("rbac.tests.privileges.feature", "feature"), flags=TE)
+        Feature(run=load("rbac.tests.views.feature", "feature"), flags=TE)
 
 if main():
     regression()
diff --git a/tests/testflows/rbac/requirements/__init__.py b/tests/testflows/rbac/requirements/__init__.py
index 02f7d430154..75e9d5b4bb8 100644
--- a/tests/testflows/rbac/requirements/__init__.py
+++ b/tests/testflows/rbac/requirements/__init__.py
@@ -1 +1 @@
-from .requirements import *
+from .requirements import *
\ No newline at end of file
diff --git a/tests/testflows/rbac/requirements/requirements.md b/tests/testflows/rbac/requirements/requirements.md
index b9833afe536..10b2d277523 100644
--- a/tests/testflows/rbac/requirements/requirements.md
+++ b/tests/testflows/rbac/requirements/requirements.md
@@ -1,4 +1,5 @@
-# SRS-006 ClickHouse Role Based Access Control<br>Software Requirements Specification
+# SRS-006 ClickHouse Role Based Access Control
+# Software Requirements Specification
 
 ## Table of Contents
 
@@ -336,56 +337,123 @@
       * 5.2.8.278 [RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies](#rqsrs-006rbacrowpolicyshowrowpolicies)
       * 5.2.8.279 [RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.On](#rqsrs-006rbacrowpolicyshowrowpolicieson)
       * 5.2.8.280 [RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.Syntax](#rqsrs-006rbacrowpolicyshowrowpoliciessyntax)
-    * 5.2.9 [Privileges](#privileges)
-      * 5.2.9.1 [RQ.SRS-006.RBAC.Privileges.Usage](#rqsrs-006rbacprivilegesusage)
-      * 5.2.9.2 [Select](#select)
-        * 5.2.9.2.1 [RQ.SRS-006.RBAC.Privileges.Select](#rqsrs-006rbacprivilegesselect)
-        * 5.2.9.2.2 [RQ.SRS-006.RBAC.Privileges.Select.Grant](#rqsrs-006rbacprivilegesselectgrant)
-        * 5.2.9.2.3 [RQ.SRS-006.RBAC.Privileges.Select.Revoke](#rqsrs-006rbacprivilegesselectrevoke)
-        * 5.2.9.2.4 [RQ.SRS-006.RBAC.Privileges.Select.Column](#rqsrs-006rbacprivilegesselectcolumn)
-        * 5.2.9.2.5 [RQ.SRS-006.RBAC.Privileges.Select.Cluster](#rqsrs-006rbacprivilegesselectcluster)
-        * 5.2.9.2.6 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption](#rqsrs-006rbacprivilegesselectgrantoption)
-        * 5.2.9.2.7 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Grant](#rqsrs-006rbacprivilegesselectgrantoptiongrant)
-        * 5.2.9.2.8 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Revoke](#rqsrs-006rbacprivilegesselectgrantoptionrevoke)
-        * 5.2.9.2.9 [RQ.SRS-006.RBAC.Privileges.Select.MergeTree](#rqsrs-006rbacprivilegesselectmergetree)
-        * 5.2.9.2.10 [RQ.SRS-006.RBAC.Privileges.Select.ReplacingMergeTree](#rqsrs-006rbacprivilegesselectreplacingmergetree)
-        * 5.2.9.2.11 [RQ.SRS-006.RBAC.Privileges.Select.SummingMergeTree](#rqsrs-006rbacprivilegesselectsummingmergetree)
-        * 5.2.9.2.12 [RQ.SRS-006.RBAC.Privileges.Select.AggregatingMergeTree](#rqsrs-006rbacprivilegesselectaggregatingmergetree)
-        * 5.2.9.2.13 [RQ.SRS-006.RBAC.Privileges.Select.CollapsingMergeTree](#rqsrs-006rbacprivilegesselectcollapsingmergetree)
-        * 5.2.9.2.14 [RQ.SRS-006.RBAC.Privileges.Select.VersionedCollapsingMergeTree](#rqsrs-006rbacprivilegesselectversionedcollapsingmergetree)
-        * 5.2.9.2.15 [RQ.SRS-006.RBAC.Privileges.Select.GraphiteMergeTree](#rqsrs-006rbacprivilegesselectgraphitemergetree)
-      * 5.2.9.3 [Insert](#insert)
-        * 5.2.9.3.1 [RQ.SRS-006.RBAC.Privileges.Insert](#rqsrs-006rbacprivilegesinsert)
-        * 5.2.9.3.2 [RQ.SRS-006.RBAC.Privileges.Insert.Grant](#rqsrs-006rbacprivilegesinsertgrant)
-        * 5.2.9.3.3 [RQ.SRS-006.RBAC.Privileges.Insert.Revoke](#rqsrs-006rbacprivilegesinsertrevoke)
-        * 5.2.9.3.4 [RQ.SRS-006.RBAC.Privileges.Insert.Column](#rqsrs-006rbacprivilegesinsertcolumn)
-        * 5.2.9.3.5 [RQ.SRS-006.RBAC.Privileges.Insert.Cluster](#rqsrs-006rbacprivilegesinsertcluster)
-        * 5.2.9.3.6 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption](#rqsrs-006rbacprivilegesinsertgrantoption)
-        * 5.2.9.3.7 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Grant](#rqsrs-006rbacprivilegesinsertgrantoptiongrant)
-        * 5.2.9.3.8 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Revoke](#rqsrs-006rbacprivilegesinsertgrantoptionrevoke)
-        * 5.2.9.3.9 [RQ.SRS-006.RBAC.Privileges.Insert.MergeTree](#rqsrs-006rbacprivilegesinsertmergetree)
-        * 5.2.9.3.10 [RQ.SRS-006.RBAC.Privileges.Insert.ReplacingMergeTree](#rqsrs-006rbacprivilegesinsertreplacingmergetree)
-        * 5.2.9.3.11 [RQ.SRS-006.RBAC.Privileges.Insert.SummingMergeTree](#rqsrs-006rbacprivilegesinsertsummingmergetree)
-        * 5.2.9.3.12 [RQ.SRS-006.RBAC.Privileges.Insert.AggregatingMergeTree](#rqsrs-006rbacprivilegesinsertaggregatingmergetree)
-        * 5.2.9.3.13 [RQ.SRS-006.RBAC.Privileges.Insert.CollapsingMergeTree](#rqsrs-006rbacprivilegesinsertcollapsingmergetree)
-        * 5.2.9.3.14 [RQ.SRS-006.RBAC.Privileges.Insert.VersionedCollapsingMergeTree](#rqsrs-006rbacprivilegesinsertversionedcollapsingmergetree)
-        * 5.2.9.3.15 [RQ.SRS-006.RBAC.Privileges.Insert.GraphiteMergeTree](#rqsrs-006rbacprivilegesinsertgraphitemergetree)
-      * 5.2.9.4 [RQ.SRS-006.RBAC.Privileges.Delete](#rqsrs-006rbacprivilegesdelete)
-      * 5.2.9.5 [RQ.SRS-006.RBAC.Privileges.Alter](#rqsrs-006rbacprivilegesalter)
-      * 5.2.9.6 [RQ.SRS-006.RBAC.Privileges.Create](#rqsrs-006rbacprivilegescreate)
-      * 5.2.9.7 [RQ.SRS-006.RBAC.Privileges.Drop](#rqsrs-006rbacprivilegesdrop)
-      * 5.2.9.8 [RQ.SRS-006.RBAC.Privileges.All](#rqsrs-006rbacprivilegesall)
-      * 5.2.9.9 [RQ.SRS-006.RBAC.Privileges.All.GrantRevoke](#rqsrs-006rbacprivilegesallgrantrevoke)
-      * 5.2.9.10 [RQ.SRS-006.RBAC.Privileges.GrantOption](#rqsrs-006rbacprivilegesgrantoption)
-      * 5.2.9.11 [RQ.SRS-006.RBAC.Privileges.AdminOption](#rqsrs-006rbacprivilegesadminoption)
-    * 5.2.10 [Required Privileges](#required-privileges)
-      * 5.2.10.1 [RQ.SRS-006.RBAC.RequiredPrivileges.Create](#rqsrs-006rbacrequiredprivilegescreate)
-      * 5.2.10.2 [RQ.SRS-006.RBAC.RequiredPrivileges.Alter](#rqsrs-006rbacrequiredprivilegesalter)
-      * 5.2.10.3 [RQ.SRS-006.RBAC.RequiredPrivileges.Drop](#rqsrs-006rbacrequiredprivilegesdrop)
-      * 5.2.10.4 [RQ.SRS-006.RBAC.RequiredPrivileges.Drop.Table](#rqsrs-006rbacrequiredprivilegesdroptable)
-      * 5.2.10.5 [RQ.SRS-006.RBAC.RequiredPrivileges.GrantRevoke](#rqsrs-006rbacrequiredprivilegesgrantrevoke)
-      * 5.2.10.6 [RQ.SRS-006.RBAC.RequiredPrivileges.Use](#rqsrs-006rbacrequiredprivilegesuse)
-      * 5.2.10.7 [RQ.SRS-006.RBAC.RequiredPrivileges.Admin](#rqsrs-006rbacrequiredprivilegesadmin)
+    * 5.2.9 [Table Privileges](#table-privileges)
+      * 5.2.9.1 [RQ.SRS-006.RBAC.Table.PublicTables](#rqsrs-006rbactablepublictables)
+      * 5.2.9.2 [RQ.SRS-006.RBAC.Table.ShowTables](#rqsrs-006rbactableshowtables)
+      * 5.2.9.3 [Distributed Tables](#distributed-tables)
+        * 5.2.9.3.1 [RQ.SRS-006.RBAC.Table.DistributedTable.Create](#rqsrs-006rbactabledistributedtablecreate)
+        * 5.2.9.3.2 [RQ.SRS-006.RBAC.Table.DistributedTable.Select](#rqsrs-006rbactabledistributedtableselect)
+        * 5.2.9.3.3 [RQ.SRS-006.RBAC.Table.DistributedTable.Insert](#rqsrs-006rbactabledistributedtableinsert)
+        * 5.2.9.3.4 [RQ.SRS-006.RBAC.Table.DistributedTable.SpecialTables](#rqsrs-006rbactabledistributedtablespecialtables)
+        * 5.2.9.3.5 [RQ.SRS-006.RBAC.Table.DistributedTable.LocalUser](#rqsrs-006rbactabledistributedtablelocaluser)
+        * 5.2.9.3.6 [RQ.SRS-006.RBAC.Table.DistributedTable.SameUserDifferentNodesDifferentPrivileges](#rqsrs-006rbactabledistributedtablesameuserdifferentnodesdifferentprivileges)
+    * 5.2.10 [Views](#views)
+      * 5.2.10.1 [View](#view)
+        * 5.2.10.1.1 [RQ.SRS-006.RBAC.View](#rqsrs-006rbacview)
+        * 5.2.10.1.2 [RQ.SRS-006.RBAC.View.Create](#rqsrs-006rbacviewcreate)
+        * 5.2.10.1.3 [RQ.SRS-006.RBAC.View.Select](#rqsrs-006rbacviewselect)
+        * 5.2.10.1.4 [RQ.SRS-006.RBAC.View.Drop](#rqsrs-006rbacviewdrop)
+      * 5.2.10.2 [Materialized View](#materialized-view)
+        * 5.2.10.2.1 [RQ.SRS-006.RBAC.MaterializedView](#rqsrs-006rbacmaterializedview)
+        * 5.2.10.2.2 [RQ.SRS-006.RBAC.MaterializedView.Create](#rqsrs-006rbacmaterializedviewcreate)
+        * 5.2.10.2.3 [RQ.SRS-006.RBAC.MaterializedView.Select](#rqsrs-006rbacmaterializedviewselect)
+        * 5.2.10.2.4 [RQ.SRS-006.RBAC.MaterializedView.Select.TargetTable](#rqsrs-006rbacmaterializedviewselecttargettable)
+        * 5.2.10.2.5 [RQ.SRS-006.RBAC.MaterializedView.Select.SourceTable](#rqsrs-006rbacmaterializedviewselectsourcetable)
+        * 5.2.10.2.6 [RQ.SRS-006.RBAC.MaterializedView.Drop](#rqsrs-006rbacmaterializedviewdrop)
+        * 5.2.10.2.7 [RQ.SRS-006.RBAC.MaterializedView.ModifyQuery](#rqsrs-006rbacmaterializedviewmodifyquery)
+        * 5.2.10.2.8 [RQ.SRS-006.RBAC.MaterializedView.Insert](#rqsrs-006rbacmaterializedviewinsert)
+        * 5.2.10.2.9 [RQ.SRS-006.RBAC.MaterializedView.Insert.SourceTable](#rqsrs-006rbacmaterializedviewinsertsourcetable)
+        * 5.2.10.2.10 [RQ.SRS-006.RBAC.MaterializedView.Insert.TargetTable](#rqsrs-006rbacmaterializedviewinserttargettable)
+      * 5.2.10.3 [Live View](#live-view)
+        * 5.2.10.3.1 [RQ.SRS-006.RBAC.LiveView](#rqsrs-006rbacliveview)
+        * 5.2.10.3.2 [RQ.SRS-006.RBAC.LiveView.Create](#rqsrs-006rbacliveviewcreate)
+        * 5.2.10.3.3 [RQ.SRS-006.RBAC.LiveView.Select](#rqsrs-006rbacliveviewselect)
+        * 5.2.10.3.4 [RQ.SRS-006.RBAC.LiveView.Drop](#rqsrs-006rbacliveviewdrop)
+        * 5.2.10.3.5 [RQ.SRS-006.RBAC.LiveView.Refresh](#rqsrs-006rbacliveviewrefresh)
+    * 5.2.11 [Privileges](#privileges)
+      * 5.2.11.1 [RQ.SRS-006.RBAC.Privileges.Usage](#rqsrs-006rbacprivilegesusage)
+      * 5.2.11.2 [Select](#select)
+        * 5.2.11.2.1 [RQ.SRS-006.RBAC.Privileges.Select](#rqsrs-006rbacprivilegesselect)
+        * 5.2.11.2.2 [RQ.SRS-006.RBAC.Privileges.Select.Grant](#rqsrs-006rbacprivilegesselectgrant)
+        * 5.2.11.2.3 [RQ.SRS-006.RBAC.Privileges.Select.Revoke](#rqsrs-006rbacprivilegesselectrevoke)
+        * 5.2.11.2.4 [RQ.SRS-006.RBAC.Privileges.Select.Column](#rqsrs-006rbacprivilegesselectcolumn)
+        * 5.2.11.2.5 [RQ.SRS-006.RBAC.Privileges.Select.Cluster](#rqsrs-006rbacprivilegesselectcluster)
+        * 5.2.11.2.6 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption](#rqsrs-006rbacprivilegesselectgrantoption)
+        * 5.2.11.2.7 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Grant](#rqsrs-006rbacprivilegesselectgrantoptiongrant)
+        * 5.2.11.2.8 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Revoke](#rqsrs-006rbacprivilegesselectgrantoptionrevoke)
+        * 5.2.11.2.9 [RQ.SRS-006.RBAC.Privileges.Select.TableEngines](#rqsrs-006rbacprivilegesselecttableengines)
+      * 5.2.11.3 [Insert](#insert)
+        * 5.2.11.3.1 [RQ.SRS-006.RBAC.Privileges.Insert](#rqsrs-006rbacprivilegesinsert)
+        * 5.2.11.3.2 [RQ.SRS-006.RBAC.Privileges.Insert.Grant](#rqsrs-006rbacprivilegesinsertgrant)
+        * 5.2.11.3.3 [RQ.SRS-006.RBAC.Privileges.Insert.Revoke](#rqsrs-006rbacprivilegesinsertrevoke)
+        * 5.2.11.3.4 [RQ.SRS-006.RBAC.Privileges.Insert.Column](#rqsrs-006rbacprivilegesinsertcolumn)
+        * 5.2.11.3.5 [RQ.SRS-006.RBAC.Privileges.Insert.Cluster](#rqsrs-006rbacprivilegesinsertcluster)
+        * 5.2.11.3.6 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption](#rqsrs-006rbacprivilegesinsertgrantoption)
+        * 5.2.11.3.7 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Grant](#rqsrs-006rbacprivilegesinsertgrantoptiongrant)
+        * 5.2.11.3.8 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Revoke](#rqsrs-006rbacprivilegesinsertgrantoptionrevoke)
+        * 5.2.11.3.9 [RQ.SRS-006.RBAC.Privileges.Insert.TableEngines](#rqsrs-006rbacprivilegesinserttableengines)
+      * 5.2.11.4 [AlterColumn](#altercolumn)
+        * 5.2.11.4.1 [RQ.SRS-006.RBAC.Privileges.AlterColumn](#rqsrs-006rbacprivilegesaltercolumn)
+        * 5.2.11.4.2 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Grant](#rqsrs-006rbacprivilegesaltercolumngrant)
+        * 5.2.11.4.3 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Revoke](#rqsrs-006rbacprivilegesaltercolumnrevoke)
+        * 5.2.11.4.4 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Column](#rqsrs-006rbacprivilegesaltercolumncolumn)
+        * 5.2.11.4.5 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Cluster](#rqsrs-006rbacprivilegesaltercolumncluster)
+        * 5.2.11.4.6 [RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption](#rqsrs-006rbacprivilegesaltercolumngrantoption)
+        * 5.2.11.4.7 [RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Grant](#rqsrs-006rbacprivilegesaltercolumngrantoptiongrant)
+        * 5.2.11.4.8 [RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Revoke](#rqsrs-006rbacprivilegesaltercolumngrantoptionrevoke)
+        * 5.2.11.4.9 [RQ.SRS-006.RBAC.Privileges.AlterColumn.TableEngines](#rqsrs-006rbacprivilegesaltercolumntableengines)
+      * 5.2.11.5 [AlterIndex](#alterindex)
+        * 5.2.11.5.1 [RQ.SRS-006.RBAC.Privileges.AlterIndex](#rqsrs-006rbacprivilegesalterindex)
+        * 5.2.11.5.2 [RQ.SRS-006.RBAC.Privileges.AlterIndex.Grant](#rqsrs-006rbacprivilegesalterindexgrant)
+        * 5.2.11.5.3 [RQ.SRS-006.RBAC.Privileges.AlterIndex.Revoke](#rqsrs-006rbacprivilegesalterindexrevoke)
+        * 5.2.11.5.4 [RQ.SRS-006.RBAC.Privileges.AlterIndex.Cluster](#rqsrs-006rbacprivilegesalterindexcluster)
+        * 5.2.11.5.5 [RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption](#rqsrs-006rbacprivilegesalterindexgrantoption)
+        * 5.2.11.5.6 [RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Grant](#rqsrs-006rbacprivilegesalterindexgrantoptiongrant)
+        * 5.2.11.5.7 [RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Revoke](#rqsrs-006rbacprivilegesalterindexgrantoptionrevoke)
+        * 5.2.11.5.8 [RQ.SRS-006.RBAC.Privileges.AlterIndex.TableEngines](#rqsrs-006rbacprivilegesalterindextableengines)
+      * 5.2.11.6 [AlterConstraint](#alterconstraint)
+        * 5.2.11.6.1 [RQ.SRS-006.RBAC.Privileges.AlterConstraint](#rqsrs-006rbacprivilegesalterconstraint)
+        * 5.2.11.6.2 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.Grant](#rqsrs-006rbacprivilegesalterconstraintgrant)
+        * 5.2.11.6.3 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.Revoke](#rqsrs-006rbacprivilegesalterconstraintrevoke)
+        * 5.2.11.6.4 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.Cluster](#rqsrs-006rbacprivilegesalterconstraintcluster)
+        * 5.2.11.6.5 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption](#rqsrs-006rbacprivilegesalterconstraintgrantoption)
+        * 5.2.11.6.6 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Grant](#rqsrs-006rbacprivilegesalterconstraintgrantoptiongrant)
+        * 5.2.11.6.7 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Revoke](#rqsrs-006rbacprivilegesalterconstraintgrantoptionrevoke)
+        * 5.2.11.6.8 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.TableEngines](#rqsrs-006rbacprivilegesalterconstrainttableengines)
+      * 5.2.11.7 [AlterTTL](#alterttl)
+        * 5.2.11.7.1 [RQ.SRS-006.RBAC.Privileges.AlterTTL](#rqsrs-006rbacprivilegesalterttl)
+        * 5.2.11.7.2 [RQ.SRS-006.RBAC.Privileges.AlterTTL.Grant](#rqsrs-006rbacprivilegesalterttlgrant)
+        * 5.2.11.7.3 [RQ.SRS-006.RBAC.Privileges.AlterTTL.Revoke](#rqsrs-006rbacprivilegesalterttlrevoke)
+        * 5.2.11.7.4 [RQ.SRS-006.RBAC.Privileges.AlterTTL.Cluster](#rqsrs-006rbacprivilegesalterttlcluster)
+        * 5.2.11.7.5 [RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption](#rqsrs-006rbacprivilegesalterttlgrantoption)
+        * 5.2.11.7.6 [RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Grant](#rqsrs-006rbacprivilegesalterttlgrantoptiongrant)
+        * 5.2.11.7.7 [RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Revoke](#rqsrs-006rbacprivilegesalterttlgrantoptionrevoke)
+        * 5.2.11.7.8 [RQ.SRS-006.RBAC.Privileges.AlterTTL.TableEngines](#rqsrs-006rbacprivilegesalterttltableengines)
+      * 5.2.11.8 [AlterSettings](#altersettings)
+        * 5.2.11.8.1 [RQ.SRS-006.RBAC.Privileges.AlterSettings](#rqsrs-006rbacprivilegesaltersettings)
+        * 5.2.11.8.2 [RQ.SRS-006.RBAC.Privileges.AlterSettings.Grant](#rqsrs-006rbacprivilegesaltersettingsgrant)
+        * 5.2.11.8.3 [RQ.SRS-006.RBAC.Privileges.AlterSettings.Revoke](#rqsrs-006rbacprivilegesaltersettingsrevoke)
+        * 5.2.11.8.4 [RQ.SRS-006.RBAC.Privileges.AlterSettings.Cluster](#rqsrs-006rbacprivilegesaltersettingscluster)
+        * 5.2.11.8.5 [RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption](#rqsrs-006rbacprivilegesaltersettingsgrantoption)
+        * 5.2.11.8.6 [RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Grant](#rqsrs-006rbacprivilegesaltersettingsgrantoptiongrant)
+        * 5.2.11.8.7 [RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Revoke](#rqsrs-006rbacprivilegesaltersettingsgrantoptionrevoke)
+        * 5.2.11.8.8 [RQ.SRS-006.RBAC.Privileges.AlterSettings.TableEngines](#rqsrs-006rbacprivilegesaltersettingstableengines)
+      * 5.2.11.9 [RQ.SRS-006.RBAC.Privileges.Delete](#rqsrs-006rbacprivilegesdelete)
+      * 5.2.11.10 [RQ.SRS-006.RBAC.Privileges.Alter](#rqsrs-006rbacprivilegesalter)
+      * 5.2.11.11 [RQ.SRS-006.RBAC.Privileges.Create](#rqsrs-006rbacprivilegescreate)
+      * 5.2.11.12 [RQ.SRS-006.RBAC.Privileges.Drop](#rqsrs-006rbacprivilegesdrop)
+      * 5.2.11.13 [RQ.SRS-006.RBAC.Privileges.All](#rqsrs-006rbacprivilegesall)
+      * 5.2.11.14 [RQ.SRS-006.RBAC.Privileges.All.GrantRevoke](#rqsrs-006rbacprivilegesallgrantrevoke)
+      * 5.2.11.15 [RQ.SRS-006.RBAC.Privileges.GrantOption](#rqsrs-006rbacprivilegesgrantoption)
+      * 5.2.11.16 [RQ.SRS-006.RBAC.Privileges.AdminOption](#rqsrs-006rbacprivilegesadminoption)
+    * 5.2.12 [Required Privileges](#required-privileges)
+      * 5.2.12.1 [RQ.SRS-006.RBAC.RequiredPrivileges.Create](#rqsrs-006rbacrequiredprivilegescreate)
+      * 5.2.12.2 [RQ.SRS-006.RBAC.RequiredPrivileges.Alter](#rqsrs-006rbacrequiredprivilegesalter)
+      * 5.2.12.3 [RQ.SRS-006.RBAC.RequiredPrivileges.Drop](#rqsrs-006rbacrequiredprivilegesdrop)
+      * 5.2.12.4 [RQ.SRS-006.RBAC.RequiredPrivileges.Drop.Table](#rqsrs-006rbacrequiredprivilegesdroptable)
+      * 5.2.12.5 [RQ.SRS-006.RBAC.RequiredPrivileges.GrantRevoke](#rqsrs-006rbacrequiredprivilegesgrantrevoke)
+      * 5.2.12.6 [RQ.SRS-006.RBAC.RequiredPrivileges.Use](#rqsrs-006rbacrequiredprivilegesuse)
+      * 5.2.12.7 [RQ.SRS-006.RBAC.RequiredPrivileges.Admin](#rqsrs-006rbacrequiredprivilegesadmin)
 * 6 [References](#references)
 
 ## Revision History
@@ -1985,9 +2053,9 @@ a period of time over for which the quota SHALL apply using the
 `FOR INTERVAL` clause in the `CREATE QUOTA` statement.
 
 This statement SHALL also support a number and a time period which will be one
-of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
 
-`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some real number
+`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some real number
 to define the interval.
 
 
@@ -1999,9 +2067,9 @@ a period of time over for which the quota SHALL apply using the
 `FOR RANDOMIZED INTERVAL` clause in the `CREATE QUOTA` statement.
 
 This statement SHALL also support a number and a time period which will be one
-of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
 
-`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some
+`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some
 real number to define the interval.
 
 ##### RQ.SRS-006.RBAC.Quota.Create.Queries
@@ -2107,7 +2175,7 @@ version: 1.0
 ```sql
 CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
@@ -2146,9 +2214,9 @@ a period of time over for which the quota SHALL apply using the
 `FOR INTERVAL` clause in the `ALTER QUOTA` statement.
 
 This statement SHALL also support a number and a time period which will be one
-of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
 
-`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some real number
+`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some real number
 to define the interval.
 
 ##### RQ.SRS-006.RBAC.Quota.Alter.Interval.Randomized
@@ -2159,9 +2227,9 @@ a period of time over for which the quota SHALL apply using the
 `FOR RANDOMIZED INTERVAL` clause in the `ALTER QUOTA` statement.
 
 This statement SHALL also support a number and a time period which will be one
-of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
 
-`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some
+`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some
 real number to define the interval.
 
 ##### RQ.SRS-006.RBAC.Quota.Alter.Queries
@@ -2640,6 +2708,292 @@ version: 1.0
 SHOW [ROW] POLICIES [ON [database.]table]
 ```
 
+#### Table Privileges
+
+##### RQ.SRS-006.RBAC.Table.PublicTables
+version: 1.0
+
+[ClickHouse] SHALL support that a user without any privileges will be able to access the following tables
+
+* system.one
+* system.numbers
+* system.contributors
+* system.functions
+
+##### RQ.SRS-006.RBAC.Table.ShowTables
+version: 1.0
+
+[ClickHouse] SHALL add a table to the list of tables accessible through `SHOW TABLES` by a user if and only if
+that user has any privilege on that table, either directly or through a role.
+
+##### Distributed Tables
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.Create
+version: 1.0
+
+[ClickHouse] SHALL successfully `CREATE` a distributed table if and only if
+the user has **create table** privilege on the table and **remote** privilege on *.*.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.Select
+version: 1.0
+
+[ClickHouse] SHALL successfully `SELECT` from a distributed table if and only if
+the user has **select** privilege on the table and on the remote table specified in the `CREATE` query of the distributed table.
+
+Does not require **select** privilege for the remote table if the remote table does not exist on the same server as the user.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.Insert
+version: 1.0
+
+[ClickHouse] SHALL successfully `INSERT` into a distributed table if and only if
+the user has **insert** privilege on the table and on the remote table specified in the `CREATE` query of the distributed table.
+
+Does not require **insert** privilege for the remote table if the remote table does not exist on the same server as the user,
+insert executes into the remote table on a different server.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.SpecialTables
+version: 1.0
+
+[ClickHouse] SHALL successfully execute a query using a distributed table that uses one of the special tables if and only if
+the user has the necessary privileges to interact with that special table, either granted directly or through a role.
+Special tables include:
+* materialized view
+* distributed table
+* source table of a materialized view
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.LocalUser
+version: 1.0
+
+[ClickHouse] SHALL successfully execute a query using a distributed table from
+a user present locally, but not remotely.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.SameUserDifferentNodesDifferentPrivileges
+version: 1.0
+
+[ClickHouse] SHALL successfully execute a query using a distributed table by a user that exists on multiple nodes
+if and only if the user has the required privileges on the node the query is being executed from.
+
+#### Views
+
+##### View
+
+###### RQ.SRS-006.RBAC.View
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to **create**, **select** and **drop**
+privileges for a view for users or roles.
+
+###### RQ.SRS-006.RBAC.View.Create
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `CREATE VIEW` command if and only if
+the user has **create view** privilege either explicitly or through roles.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE VIEW view AS SELECT * FROM source_table
+CREATE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+```
+
+###### RQ.SRS-006.RBAC.View.Select
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from a view if and only if
+the user has **select** privilege for that view either explicitly or through a role.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE VIEW view AS SELECT * FROM source_table
+CREATE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+
+SELECT * FROM view
+```
+
+###### RQ.SRS-006.RBAC.View.Drop
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if
+the user has **drop view** privilege on that view either explicitly or through a role.
+
+##### Materialized View
+
+###### RQ.SRS-006.RBAC.MaterializedView
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to **create**, **select**, **alter** and **drop**
+privileges for a materialized view for users or roles.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Create
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `CREATE MATERIALIZED VIEW` command if and only if
+the user has **create view** privilege either explicitly or through roles.
+
+If `POPULATE` is specified, the user must have `INSERT` privilege on the view,
+either explicitly or through roles.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view ENGINE = Memory POPULATE AS SELECT * FROM source_table
+```
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM source_table
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 JOIN table1 USING column
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE MATERIALIZED VIEW view0 ENGINE = Memory AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+```
+
+If the materialized view has a target table explicitly declared in the `TO` clause, the user must have
+**insert** and **select** privilege on the target table.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view TO target_table AS SELECT * FROM source_table
+```
+
+###### RQ.SRS-006.RBAC.MaterializedView.Select
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from a materialized view if and only if
+the user has **select** privilege for that view either explicitly or through a role.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM source_table
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 JOIN table1 USING column
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE MATERIALIZED VIEW view0 ENGINE = Memory AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+
+SELECT * FROM view
+```
+
+###### RQ.SRS-006.RBAC.MaterializedView.Select.TargetTable
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from the target table, implicit or explicit, of a materialized view if and only if
+the user has `SELECT` privilege for the table, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Select.SourceTable
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from the source table of a materialized view if and only if
+the user has `SELECT` privilege for the table, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Drop
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if
+the user has **drop view** privilege on that view either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.ModifyQuery
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `MODIFY QUERY` command if and only if
+the user has **modify query** privilege on that view either explicitly or through a role.
+
+If the new query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+ALTER TABLE view MODIFY QUERY SELECT * FROM source_table
+```
+
+###### RQ.SRS-006.RBAC.MaterializedView.Insert
+version: 1.0
+
+[ClickHouse] SHALL only succesfully `INSERT` into a materialized view if and only if
+the user has `INSERT` privilege on the view, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Insert.SourceTable
+version: 1.0
+
+[ClickHouse] SHALL only succesfully `INSERT` into a source table of a materialized view if and only if
+the user has `INSERT` privilege on the source table, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Insert.TargetTable
+version: 1.0
+
+[ClickHouse] SHALL only succesfully `INSERT` into a target table of a materialized view if and only if
+the user has `INSERT` privelege on the target table, either explicitly or through a role.
+
+##### Live View
+
+###### RQ.SRS-006.RBAC.LiveView
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to **create**, **select**, **alter** and **drop**
+privileges for a live view for users or roles.
+
+###### RQ.SRS-006.RBAC.LiveView.Create
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `CREATE LIVE VIEW` command if and only if
+the user has **create view** privilege either explicitly or through roles.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE LIVE VIEW view AS SELECT * FROM source_table
+CREATE LIVE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE LIVE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE LIVE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE LIVE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE LIVE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+```
+
+###### RQ.SRS-006.RBAC.LiveView.Select
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from a live view if and only if
+the user has **select** privilege for that view either explicitly or through a role.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE LIVE VIEW view AS SELECT * FROM source_table
+CREATE LIVE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE LIVE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE LIVE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE LIVE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE LIVE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+
+SELECT * FROM view
+```
+
+###### RQ.SRS-006.RBAC.LiveView.Drop
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if
+the user has **drop view** privilege on that view either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.LiveView.Refresh
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute an `ALTER LIVE VIEW REFRESH` command if and only if
+the user has **refresh** privilege on that view either explicitly or through a role.
+
 #### Privileges
 
 ##### RQ.SRS-006.RBAC.Privileges.Usage
@@ -2653,7 +3007,7 @@ for a database or a specific table to one or more **users** or **roles**.
 ###### RQ.SRS-006.RBAC.Privileges.Select
 version: 1.0
 
-[ClickHouse] SHALL support changing access to the **select** privilege
+[ClickHouse] SHALL support controlling access to the **select** privilege
 for a database or a specific table to one or more **users** or **roles**.
 Any `SELECT INTO` statements SHALL not to be executed, unless the user
 has the **select** privilege for the destination table
@@ -2715,54 +3069,33 @@ or smaller scope that they have access to. Any `SELECT INTO` statements SHALL fa
 when done by a user with privilege revoke by a user with `GRANT OPTION`,
 either directly or through an assigned role, unless they have access otherwise.
 
-###### RQ.SRS-006.RBAC.Privileges.Select.MergeTree
+###### RQ.SRS-006.RBAC.Privileges.Select.TableEngines
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the MergeTree engine.
+[ClickHouse] SHALL support controlling access to the **select** privilege
+on tables created using the following engines
 
-###### RQ.SRS-006.RBAC.Privileges.Select.ReplacingMergeTree
-version: 1.0
-
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the ReplacingMergeTree engine.
-
-###### RQ.SRS-006.RBAC.Privileges.Select.SummingMergeTree
-version: 1.0
-
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the SummingMergeTree engine.
-
-###### RQ.SRS-006.RBAC.Privileges.Select.AggregatingMergeTree
-version: 1.0
-
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the AggregatingMergeTree engine.
-
-###### RQ.SRS-006.RBAC.Privileges.Select.CollapsingMergeTree
-version: 1.0
-
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the CollapsingMergeTree engine.
-
-###### RQ.SRS-006.RBAC.Privileges.Select.VersionedCollapsingMergeTree
-version: 1.0
-
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the VersionedCollapsingMergeTree engine.
-
-###### RQ.SRS-006.RBAC.Privileges.Select.GraphiteMergeTree
-version: 1.0
-
-[ClickHouse] SHALL support granting and revoking the **select** privilege on a table
-created using the GraphiteMergeTree engine.
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
 
 ##### Insert
 
 ###### RQ.SRS-006.RBAC.Privileges.Insert
 version: 1.0
 
-[ClickHouse] SHALL support changing access to the **insert** privilege
+[ClickHouse] SHALL support controlling access to the **insert** privilege
 for a database or a specific table to one or more **users** or **roles**.
 Any `INSERT INTO` statements SHALL not to be executed, unless the user
 has the **insert** privilege for the destination table
@@ -2824,47 +3157,432 @@ or smaller scope that they have access to. Any `INSERT INTO` statements SHALL fa
 when done by a user with privilege revoke by a user with `GRANT OPTION`,
 either directly or through an assigned role, unless they have access otherwise.
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.MergeTree
+###### RQ.SRS-006.RBAC.Privileges.Insert.TableEngines
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the MergeTree engine.
+[ClickHouse] SHALL support controlling access to the **insert** privilege
+on tables created using the following engines
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.ReplacingMergeTree
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterColumn
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the ReplacingMergeTree engine.
+[ClickHouse] SHALL support controlling access to the **AlterColumn** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL
+return an error, unless the user has the **alter column** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.SummingMergeTree
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Grant
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the SummingMergeTree engine.
+[ClickHouse] SHALL support granting **alter column** privilege
+for a database or a specific table to one or more **users** or **roles**.
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.AggregatingMergeTree
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Revoke
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the AggregatingMergeTree engine.
+[ClickHouse] SHALL support revoking **alter column** privilege
+for a database or a specific table to one or more **users** or **roles**
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.CollapsingMergeTree
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Column
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the CollapsingMergeTree engine.
+[ClickHouse] SHALL support granting or revoking **alter column** privilege
+for one or more specified columns in a table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL return an error,
+ unless the user has the **alter column** privilege for the destination column
+either because of the explicit grant or through one of the roles assigned to the user.
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.VersionedCollapsingMergeTree
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Cluster
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the VersionedCollapsingMergeTree engine.
+[ClickHouse] SHALL support granting or revoking **alter column** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
 
-###### RQ.SRS-006.RBAC.Privileges.Insert.GraphiteMergeTree
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption
 version: 1.0
 
-[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table
-created using the GraphiteMergeTree engine.
+[ClickHouse] SHALL support granting **alter column** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter column** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter column** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter column** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to. Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL fail
+when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter column** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterIndex
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements SHALL
+return an error, unless the user has the **alter index** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter index** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter index** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter index** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter index** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter index** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterConstraint
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements SHALL
+return an error, unless the user has the **alter constraint** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter constraint** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter constraint** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter constraint** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter constraint** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter constraint** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterTTL
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements SHALL
+return an error, unless the user has the **alter ttl** or **alter materialize ttl** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter ttl** or **alter materialize ttl** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter ttl** or **alter materialize ttl** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter ttl** or **alter materialize ttl** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter ttl** or **alter materialize ttl** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter ttl** or **alter materialize ttl** privilege
+on tables created using the following engines
+
+* MergeTree
+
+##### AlterSettings
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... MODIFY SETTING setting` statements SHALL
+return an error, unless the user has the **alter settings** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user. The **alter settings** privilege allows
+modifying table engine settings. It doesn’t affect settings or server configuration parameters.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter settings** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... MODIFY SETTING setting`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter settings** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter settings** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... MODIFY SETTING setting` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter settings** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... MODIFY SETTING setting` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter settings** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
 
 ##### RQ.SRS-006.RBAC.Privileges.Delete
 version: 1.0
diff --git a/tests/testflows/rbac/requirements/requirements.py b/tests/testflows/rbac/requirements/requirements.py
old mode 100644
new mode 100755
index e5dabcc9503..bce0b3a9fcb
--- a/tests/testflows/rbac/requirements/requirements.py
+++ b/tests/testflows/rbac/requirements/requirements.py
@@ -1,10 +1,3747 @@
 # These requirements were auto generated
 # from software requirements specification (SRS)
-# document by TestFlows v1.6.200731.1222107.
+# document by TestFlows v1.6.201021.1163815.
 # Do not edit by hand but re-generate instead
 # using 'tfs requirements generate' command.
+from testflows.core import Specification
 from testflows.core import Requirement
 
+SRS_006_ClickHouse_Role_Based_Access_Control = Specification(
+        name='SRS-006 ClickHouse Role Based Access Control', 
+        description=None,
+        author=None,
+        date=None, 
+        status=None, 
+        approved_by=None,
+        approved_date=None,
+        approved_version=None,
+        version=None,
+        group=None,
+        type=None,
+        link=None,
+        uid=None,
+        parent=None,
+        children=None,
+        content='''
+# SRS-006 ClickHouse Role Based Access Control
+# Software Requirements Specification
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Terminology](#terminology)
+* 4 [Privilege Definitions](#privilege-definitions)
+* 5 [Requirements](#requirements)
+  * 5.1 [Generic](#generic)
+    * 5.1.1 [RQ.SRS-006.RBAC](#rqsrs-006rbac)
+    * 5.1.2 [Login](#login)
+      * 5.1.2.1 [RQ.SRS-006.RBAC.Login](#rqsrs-006rbaclogin)
+      * 5.1.2.2 [RQ.SRS-006.RBAC.Login.DefaultUser](#rqsrs-006rbaclogindefaultuser)
+    * 5.1.3 [User](#user)
+      * 5.1.3.1 [RQ.SRS-006.RBAC.User](#rqsrs-006rbacuser)
+      * 5.1.3.2 [RQ.SRS-006.RBAC.User.Roles](#rqsrs-006rbacuserroles)
+      * 5.1.3.3 [RQ.SRS-006.RBAC.User.Privileges](#rqsrs-006rbacuserprivileges)
+      * 5.1.3.4 [RQ.SRS-006.RBAC.User.Variables](#rqsrs-006rbacuservariables)
+      * 5.1.3.5 [RQ.SRS-006.RBAC.User.Variables.Constraints](#rqsrs-006rbacuservariablesconstraints)
+      * 5.1.3.6 [RQ.SRS-006.RBAC.User.SettingsProfile](#rqsrs-006rbacusersettingsprofile)
+      * 5.1.3.7 [RQ.SRS-006.RBAC.User.Quotas](#rqsrs-006rbacuserquotas)
+      * 5.1.3.8 [RQ.SRS-006.RBAC.User.RowPolicies](#rqsrs-006rbacuserrowpolicies)
+      * 5.1.3.9 [RQ.SRS-006.RBAC.User.AccountLock](#rqsrs-006rbacuseraccountlock)
+      * 5.1.3.10 [RQ.SRS-006.RBAC.User.AccountLock.DenyAccess](#rqsrs-006rbacuseraccountlockdenyaccess)
+      * 5.1.3.11 [RQ.SRS-006.RBAC.User.DefaultRole](#rqsrs-006rbacuserdefaultrole)
+      * 5.1.3.12 [RQ.SRS-006.RBAC.User.RoleSelection](#rqsrs-006rbacuserroleselection)
+      * 5.1.3.13 [RQ.SRS-006.RBAC.User.ShowCreate](#rqsrs-006rbacusershowcreate)
+      * 5.1.3.14 [RQ.SRS-006.RBAC.User.ShowPrivileges](#rqsrs-006rbacusershowprivileges)
+    * 5.1.4 [Role](#role)
+      * 5.1.4.1 [RQ.SRS-006.RBAC.Role](#rqsrs-006rbacrole)
+      * 5.1.4.2 [RQ.SRS-006.RBAC.Role.Privileges](#rqsrs-006rbacroleprivileges)
+      * 5.1.4.3 [RQ.SRS-006.RBAC.Role.Variables](#rqsrs-006rbacrolevariables)
+      * 5.1.4.4 [RQ.SRS-006.RBAC.Role.SettingsProfile](#rqsrs-006rbacrolesettingsprofile)
+      * 5.1.4.5 [RQ.SRS-006.RBAC.Role.Quotas](#rqsrs-006rbacrolequotas)
+      * 5.1.4.6 [RQ.SRS-006.RBAC.Role.RowPolicies](#rqsrs-006rbacrolerowpolicies)
+    * 5.1.5 [Partial Revokes](#partial-revokes)
+      * 5.1.5.1 [RQ.SRS-006.RBAC.PartialRevokes](#rqsrs-006rbacpartialrevokes)
+    * 5.1.6 [Settings Profile](#settings-profile)
+      * 5.1.6.1 [RQ.SRS-006.RBAC.SettingsProfile](#rqsrs-006rbacsettingsprofile)
+      * 5.1.6.2 [RQ.SRS-006.RBAC.SettingsProfile.Constraints](#rqsrs-006rbacsettingsprofileconstraints)
+      * 5.1.6.3 [RQ.SRS-006.RBAC.SettingsProfile.ShowCreate](#rqsrs-006rbacsettingsprofileshowcreate)
+    * 5.1.7 [Quotas](#quotas)
+      * 5.1.7.1 [RQ.SRS-006.RBAC.Quotas](#rqsrs-006rbacquotas)
+      * 5.1.7.2 [RQ.SRS-006.RBAC.Quotas.Keyed](#rqsrs-006rbacquotaskeyed)
+      * 5.1.7.3 [RQ.SRS-006.RBAC.Quotas.Queries](#rqsrs-006rbacquotasqueries)
+      * 5.1.7.4 [RQ.SRS-006.RBAC.Quotas.Errors](#rqsrs-006rbacquotaserrors)
+      * 5.1.7.5 [RQ.SRS-006.RBAC.Quotas.ResultRows](#rqsrs-006rbacquotasresultrows)
+      * 5.1.7.6 [RQ.SRS-006.RBAC.Quotas.ReadRows](#rqsrs-006rbacquotasreadrows)
+      * 5.1.7.7 [RQ.SRS-006.RBAC.Quotas.ResultBytes](#rqsrs-006rbacquotasresultbytes)
+      * 5.1.7.8 [RQ.SRS-006.RBAC.Quotas.ReadBytes](#rqsrs-006rbacquotasreadbytes)
+      * 5.1.7.9 [RQ.SRS-006.RBAC.Quotas.ExecutionTime](#rqsrs-006rbacquotasexecutiontime)
+      * 5.1.7.10 [RQ.SRS-006.RBAC.Quotas.ShowCreate](#rqsrs-006rbacquotasshowcreate)
+    * 5.1.8 [Row Policy](#row-policy)
+      * 5.1.8.1 [RQ.SRS-006.RBAC.RowPolicy](#rqsrs-006rbacrowpolicy)
+      * 5.1.8.2 [RQ.SRS-006.RBAC.RowPolicy.Condition](#rqsrs-006rbacrowpolicycondition)
+      * 5.1.8.3 [RQ.SRS-006.RBAC.RowPolicy.ShowCreate](#rqsrs-006rbacrowpolicyshowcreate)
+  * 5.2 [Specific](#specific)
+      * 5.2.8.1 [RQ.SRS-006.RBAC.User.Use.DefaultRole](#rqsrs-006rbacuserusedefaultrole)
+      * 5.2.8.2 [RQ.SRS-006.RBAC.User.Use.AllRolesWhenNoDefaultRole](#rqsrs-006rbacuseruseallroleswhennodefaultrole)
+      * 5.2.8.3 [RQ.SRS-006.RBAC.User.Create](#rqsrs-006rbacusercreate)
+      * 5.2.8.4 [RQ.SRS-006.RBAC.User.Create.IfNotExists](#rqsrs-006rbacusercreateifnotexists)
+      * 5.2.8.5 [RQ.SRS-006.RBAC.User.Create.Replace](#rqsrs-006rbacusercreatereplace)
+      * 5.2.8.6 [RQ.SRS-006.RBAC.User.Create.Password.NoPassword](#rqsrs-006rbacusercreatepasswordnopassword)
+      * 5.2.8.7 [RQ.SRS-006.RBAC.User.Create.Password.NoPassword.Login](#rqsrs-006rbacusercreatepasswordnopasswordlogin)
+      * 5.2.8.8 [RQ.SRS-006.RBAC.User.Create.Password.PlainText](#rqsrs-006rbacusercreatepasswordplaintext)
+      * 5.2.8.9 [RQ.SRS-006.RBAC.User.Create.Password.PlainText.Login](#rqsrs-006rbacusercreatepasswordplaintextlogin)
+      * 5.2.8.10 [RQ.SRS-006.RBAC.User.Create.Password.Sha256Password](#rqsrs-006rbacusercreatepasswordsha256password)
+      * 5.2.8.11 [RQ.SRS-006.RBAC.User.Create.Password.Sha256Password.Login](#rqsrs-006rbacusercreatepasswordsha256passwordlogin)
+      * 5.2.8.12 [RQ.SRS-006.RBAC.User.Create.Password.Sha256Hash](#rqsrs-006rbacusercreatepasswordsha256hash)
+      * 5.2.8.13 [RQ.SRS-006.RBAC.User.Create.Password.Sha256Hash.Login](#rqsrs-006rbacusercreatepasswordsha256hashlogin)
+      * 5.2.8.14 [RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Password](#rqsrs-006rbacusercreatepassworddoublesha1password)
+      * 5.2.8.15 [RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Password.Login](#rqsrs-006rbacusercreatepassworddoublesha1passwordlogin)
+      * 5.2.8.16 [RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Hash](#rqsrs-006rbacusercreatepassworddoublesha1hash)
+      * 5.2.8.17 [RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Hash.Login](#rqsrs-006rbacusercreatepassworddoublesha1hashlogin)
+      * 5.2.8.18 [RQ.SRS-006.RBAC.User.Create.Host.Name](#rqsrs-006rbacusercreatehostname)
+      * 5.2.8.19 [RQ.SRS-006.RBAC.User.Create.Host.Regexp](#rqsrs-006rbacusercreatehostregexp)
+      * 5.2.8.20 [RQ.SRS-006.RBAC.User.Create.Host.IP](#rqsrs-006rbacusercreatehostip)
+      * 5.2.8.21 [RQ.SRS-006.RBAC.User.Create.Host.Any](#rqsrs-006rbacusercreatehostany)
+      * 5.2.8.22 [RQ.SRS-006.RBAC.User.Create.Host.None](#rqsrs-006rbacusercreatehostnone)
+      * 5.2.8.23 [RQ.SRS-006.RBAC.User.Create.Host.Local](#rqsrs-006rbacusercreatehostlocal)
+      * 5.2.8.24 [RQ.SRS-006.RBAC.User.Create.Host.Like](#rqsrs-006rbacusercreatehostlike)
+      * 5.2.8.25 [RQ.SRS-006.RBAC.User.Create.Host.Default](#rqsrs-006rbacusercreatehostdefault)
+      * 5.2.8.26 [RQ.SRS-006.RBAC.User.Create.DefaultRole](#rqsrs-006rbacusercreatedefaultrole)
+      * 5.2.8.27 [RQ.SRS-006.RBAC.User.Create.DefaultRole.None](#rqsrs-006rbacusercreatedefaultrolenone)
+      * 5.2.8.28 [RQ.SRS-006.RBAC.User.Create.DefaultRole.All](#rqsrs-006rbacusercreatedefaultroleall)
+      * 5.2.8.29 [RQ.SRS-006.RBAC.User.Create.Settings](#rqsrs-006rbacusercreatesettings)
+      * 5.2.8.30 [RQ.SRS-006.RBAC.User.Create.OnCluster](#rqsrs-006rbacusercreateoncluster)
+      * 5.2.8.31 [RQ.SRS-006.RBAC.User.Create.Syntax](#rqsrs-006rbacusercreatesyntax)
+      * 5.2.8.32 [RQ.SRS-006.RBAC.User.Alter](#rqsrs-006rbacuseralter)
+      * 5.2.8.33 [RQ.SRS-006.RBAC.User.Alter.OrderOfEvaluation](#rqsrs-006rbacuseralterorderofevaluation)
+      * 5.2.8.34 [RQ.SRS-006.RBAC.User.Alter.IfExists](#rqsrs-006rbacuseralterifexists)
+      * 5.2.8.35 [RQ.SRS-006.RBAC.User.Alter.Cluster](#rqsrs-006rbacuseraltercluster)
+      * 5.2.8.36 [RQ.SRS-006.RBAC.User.Alter.Rename](#rqsrs-006rbacuseralterrename)
+      * 5.2.8.37 [RQ.SRS-006.RBAC.User.Alter.Password.PlainText](#rqsrs-006rbacuseralterpasswordplaintext)
+      * 5.2.8.38 [RQ.SRS-006.RBAC.User.Alter.Password.Sha256Password](#rqsrs-006rbacuseralterpasswordsha256password)
+      * 5.2.8.39 [RQ.SRS-006.RBAC.User.Alter.Password.DoubleSha1Password](#rqsrs-006rbacuseralterpassworddoublesha1password)
+      * 5.2.8.40 [RQ.SRS-006.RBAC.User.Alter.Host.AddDrop](#rqsrs-006rbacuseralterhostadddrop)
+      * 5.2.8.41 [RQ.SRS-006.RBAC.User.Alter.Host.Local](#rqsrs-006rbacuseralterhostlocal)
+      * 5.2.8.42 [RQ.SRS-006.RBAC.User.Alter.Host.Name](#rqsrs-006rbacuseralterhostname)
+      * 5.2.8.43 [RQ.SRS-006.RBAC.User.Alter.Host.Regexp](#rqsrs-006rbacuseralterhostregexp)
+      * 5.2.8.44 [RQ.SRS-006.RBAC.User.Alter.Host.IP](#rqsrs-006rbacuseralterhostip)
+      * 5.2.8.45 [RQ.SRS-006.RBAC.User.Alter.Host.Like](#rqsrs-006rbacuseralterhostlike)
+      * 5.2.8.46 [RQ.SRS-006.RBAC.User.Alter.Host.Any](#rqsrs-006rbacuseralterhostany)
+      * 5.2.8.47 [RQ.SRS-006.RBAC.User.Alter.Host.None](#rqsrs-006rbacuseralterhostnone)
+      * 5.2.8.48 [RQ.SRS-006.RBAC.User.Alter.DefaultRole](#rqsrs-006rbacuseralterdefaultrole)
+      * 5.2.8.49 [RQ.SRS-006.RBAC.User.Alter.DefaultRole.All](#rqsrs-006rbacuseralterdefaultroleall)
+      * 5.2.8.50 [RQ.SRS-006.RBAC.User.Alter.DefaultRole.AllExcept](#rqsrs-006rbacuseralterdefaultroleallexcept)
+      * 5.2.8.51 [RQ.SRS-006.RBAC.User.Alter.Settings](#rqsrs-006rbacuseraltersettings)
+      * 5.2.8.52 [RQ.SRS-006.RBAC.User.Alter.Settings.Min](#rqsrs-006rbacuseraltersettingsmin)
+      * 5.2.8.53 [RQ.SRS-006.RBAC.User.Alter.Settings.Max](#rqsrs-006rbacuseraltersettingsmax)
+      * 5.2.8.54 [RQ.SRS-006.RBAC.User.Alter.Settings.Profile](#rqsrs-006rbacuseraltersettingsprofile)
+      * 5.2.8.55 [RQ.SRS-006.RBAC.User.Alter.Syntax](#rqsrs-006rbacuseraltersyntax)
+      * 5.2.8.56 [RQ.SRS-006.RBAC.SetDefaultRole](#rqsrs-006rbacsetdefaultrole)
+      * 5.2.8.57 [RQ.SRS-006.RBAC.SetDefaultRole.CurrentUser](#rqsrs-006rbacsetdefaultrolecurrentuser)
+      * 5.2.8.58 [RQ.SRS-006.RBAC.SetDefaultRole.All](#rqsrs-006rbacsetdefaultroleall)
+      * 5.2.8.59 [RQ.SRS-006.RBAC.SetDefaultRole.AllExcept](#rqsrs-006rbacsetdefaultroleallexcept)
+      * 5.2.8.60 [RQ.SRS-006.RBAC.SetDefaultRole.None](#rqsrs-006rbacsetdefaultrolenone)
+      * 5.2.8.61 [RQ.SRS-006.RBAC.SetDefaultRole.Syntax](#rqsrs-006rbacsetdefaultrolesyntax)
+      * 5.2.8.62 [RQ.SRS-006.RBAC.SetRole](#rqsrs-006rbacsetrole)
+      * 5.2.8.63 [RQ.SRS-006.RBAC.SetRole.Default](#rqsrs-006rbacsetroledefault)
+      * 5.2.8.64 [RQ.SRS-006.RBAC.SetRole.None](#rqsrs-006rbacsetrolenone)
+      * 5.2.8.65 [RQ.SRS-006.RBAC.SetRole.All](#rqsrs-006rbacsetroleall)
+      * 5.2.8.66 [RQ.SRS-006.RBAC.SetRole.AllExcept](#rqsrs-006rbacsetroleallexcept)
+      * 5.2.8.67 [RQ.SRS-006.RBAC.SetRole.Syntax](#rqsrs-006rbacsetrolesyntax)
+      * 5.2.8.68 [RQ.SRS-006.RBAC.User.ShowCreateUser](#rqsrs-006rbacusershowcreateuser)
+      * 5.2.8.69 [RQ.SRS-006.RBAC.User.ShowCreateUser.For](#rqsrs-006rbacusershowcreateuserfor)
+      * 5.2.8.70 [RQ.SRS-006.RBAC.User.ShowCreateUser.Syntax](#rqsrs-006rbacusershowcreateusersyntax)
+      * 5.2.8.71 [RQ.SRS-006.RBAC.User.Drop](#rqsrs-006rbacuserdrop)
+      * 5.2.8.72 [RQ.SRS-006.RBAC.User.Drop.IfExists](#rqsrs-006rbacuserdropifexists)
+      * 5.2.8.73 [RQ.SRS-006.RBAC.User.Drop.OnCluster](#rqsrs-006rbacuserdroponcluster)
+      * 5.2.8.74 [RQ.SRS-006.RBAC.User.Drop.Syntax](#rqsrs-006rbacuserdropsyntax)
+      * 5.2.8.75 [RQ.SRS-006.RBAC.Role.Create](#rqsrs-006rbacrolecreate)
+      * 5.2.8.76 [RQ.SRS-006.RBAC.Role.Create.IfNotExists](#rqsrs-006rbacrolecreateifnotexists)
+      * 5.2.8.77 [RQ.SRS-006.RBAC.Role.Create.Replace](#rqsrs-006rbacrolecreatereplace)
+      * 5.2.8.78 [RQ.SRS-006.RBAC.Role.Create.Settings](#rqsrs-006rbacrolecreatesettings)
+      * 5.2.8.79 [RQ.SRS-006.RBAC.Role.Create.Syntax](#rqsrs-006rbacrolecreatesyntax)
+      * 5.2.8.80 [RQ.SRS-006.RBAC.Role.Alter](#rqsrs-006rbacrolealter)
+      * 5.2.8.81 [RQ.SRS-006.RBAC.Role.Alter.IfExists](#rqsrs-006rbacrolealterifexists)
+      * 5.2.8.82 [RQ.SRS-006.RBAC.Role.Alter.Cluster](#rqsrs-006rbacrolealtercluster)
+      * 5.2.8.83 [RQ.SRS-006.RBAC.Role.Alter.Rename](#rqsrs-006rbacrolealterrename)
+      * 5.2.8.84 [RQ.SRS-006.RBAC.Role.Alter.Settings](#rqsrs-006rbacrolealtersettings)
+      * 5.2.8.85 [RQ.SRS-006.RBAC.Role.Alter.Syntax](#rqsrs-006rbacrolealtersyntax)
+      * 5.2.8.86 [RQ.SRS-006.RBAC.Role.Drop](#rqsrs-006rbacroledrop)
+      * 5.2.8.87 [RQ.SRS-006.RBAC.Role.Drop.IfExists](#rqsrs-006rbacroledropifexists)
+      * 5.2.8.88 [RQ.SRS-006.RBAC.Role.Drop.Cluster](#rqsrs-006rbacroledropcluster)
+      * 5.2.8.89 [RQ.SRS-006.RBAC.Role.Drop.Syntax](#rqsrs-006rbacroledropsyntax)
+      * 5.2.8.90 [RQ.SRS-006.RBAC.Role.ShowCreate](#rqsrs-006rbacroleshowcreate)
+      * 5.2.8.91 [RQ.SRS-006.RBAC.Role.ShowCreate.Syntax](#rqsrs-006rbacroleshowcreatesyntax)
+      * 5.2.8.92 [RQ.SRS-006.RBAC.Grant.Privilege.To](#rqsrs-006rbacgrantprivilegeto)
+      * 5.2.8.93 [RQ.SRS-006.RBAC.Grant.Privilege.ToCurrentUser](#rqsrs-006rbacgrantprivilegetocurrentuser)
+      * 5.2.8.94 [RQ.SRS-006.RBAC.Grant.Privilege.Select](#rqsrs-006rbacgrantprivilegeselect)
+      * 5.2.8.95 [RQ.SRS-006.RBAC.Grant.Privilege.Insert](#rqsrs-006rbacgrantprivilegeinsert)
+      * 5.2.8.96 [RQ.SRS-006.RBAC.Grant.Privilege.Alter](#rqsrs-006rbacgrantprivilegealter)
+      * 5.2.8.97 [RQ.SRS-006.RBAC.Grant.Privilege.Create](#rqsrs-006rbacgrantprivilegecreate)
+      * 5.2.8.98 [RQ.SRS-006.RBAC.Grant.Privilege.Drop](#rqsrs-006rbacgrantprivilegedrop)
+      * 5.2.8.99 [RQ.SRS-006.RBAC.Grant.Privilege.Truncate](#rqsrs-006rbacgrantprivilegetruncate)
+      * 5.2.8.100 [RQ.SRS-006.RBAC.Grant.Privilege.Optimize](#rqsrs-006rbacgrantprivilegeoptimize)
+      * 5.2.8.101 [RQ.SRS-006.RBAC.Grant.Privilege.Show](#rqsrs-006rbacgrantprivilegeshow)
+      * 5.2.8.102 [RQ.SRS-006.RBAC.Grant.Privilege.KillQuery](#rqsrs-006rbacgrantprivilegekillquery)
+      * 5.2.8.103 [RQ.SRS-006.RBAC.Grant.Privilege.AccessManagement](#rqsrs-006rbacgrantprivilegeaccessmanagement)
+      * 5.2.8.104 [RQ.SRS-006.RBAC.Grant.Privilege.System](#rqsrs-006rbacgrantprivilegesystem)
+      * 5.2.8.105 [RQ.SRS-006.RBAC.Grant.Privilege.Introspection](#rqsrs-006rbacgrantprivilegeintrospection)
+      * 5.2.8.106 [RQ.SRS-006.RBAC.Grant.Privilege.Sources](#rqsrs-006rbacgrantprivilegesources)
+      * 5.2.8.107 [RQ.SRS-006.RBAC.Grant.Privilege.DictGet](#rqsrs-006rbacgrantprivilegedictget)
+      * 5.2.8.108 [RQ.SRS-006.RBAC.Grant.Privilege.None](#rqsrs-006rbacgrantprivilegenone)
+      * 5.2.8.109 [RQ.SRS-006.RBAC.Grant.Privilege.All](#rqsrs-006rbacgrantprivilegeall)
+      * 5.2.8.110 [RQ.SRS-006.RBAC.Grant.Privilege.GrantOption](#rqsrs-006rbacgrantprivilegegrantoption)
+      * 5.2.8.111 [RQ.SRS-006.RBAC.Grant.Privilege.On](#rqsrs-006rbacgrantprivilegeon)
+      * 5.2.8.112 [RQ.SRS-006.RBAC.Grant.Privilege.PrivilegeColumns](#rqsrs-006rbacgrantprivilegeprivilegecolumns)
+      * 5.2.8.113 [RQ.SRS-006.RBAC.Grant.Privilege.OnCluster](#rqsrs-006rbacgrantprivilegeoncluster)
+      * 5.2.8.114 [RQ.SRS-006.RBAC.Grant.Privilege.Syntax](#rqsrs-006rbacgrantprivilegesyntax)
+      * 5.2.8.115 [RQ.SRS-006.RBAC.Revoke.Privilege.Cluster](#rqsrs-006rbacrevokeprivilegecluster)
+      * 5.2.8.116 [RQ.SRS-006.RBAC.Revoke.Privilege.Any](#rqsrs-006rbacrevokeprivilegeany)
+      * 5.2.8.117 [RQ.SRS-006.RBAC.Revoke.Privilege.Select](#rqsrs-006rbacrevokeprivilegeselect)
+      * 5.2.8.118 [RQ.SRS-006.RBAC.Revoke.Privilege.Insert](#rqsrs-006rbacrevokeprivilegeinsert)
+      * 5.2.8.119 [RQ.SRS-006.RBAC.Revoke.Privilege.Alter](#rqsrs-006rbacrevokeprivilegealter)
+      * 5.2.8.120 [RQ.SRS-006.RBAC.Revoke.Privilege.Create](#rqsrs-006rbacrevokeprivilegecreate)
+      * 5.2.8.121 [RQ.SRS-006.RBAC.Revoke.Privilege.Drop](#rqsrs-006rbacrevokeprivilegedrop)
+      * 5.2.8.122 [RQ.SRS-006.RBAC.Revoke.Privilege.Truncate](#rqsrs-006rbacrevokeprivilegetruncate)
+      * 5.2.8.123 [RQ.SRS-006.RBAC.Revoke.Privilege.Optimize](#rqsrs-006rbacrevokeprivilegeoptimize)
+      * 5.2.8.124 [RQ.SRS-006.RBAC.Revoke.Privilege.Show](#rqsrs-006rbacrevokeprivilegeshow)
+      * 5.2.8.125 [RQ.SRS-006.RBAC.Revoke.Privilege.KillQuery](#rqsrs-006rbacrevokeprivilegekillquery)
+      * 5.2.8.126 [RQ.SRS-006.RBAC.Revoke.Privilege.AccessManagement](#rqsrs-006rbacrevokeprivilegeaccessmanagement)
+      * 5.2.8.127 [RQ.SRS-006.RBAC.Revoke.Privilege.System](#rqsrs-006rbacrevokeprivilegesystem)
+      * 5.2.8.128 [RQ.SRS-006.RBAC.Revoke.Privilege.Introspection](#rqsrs-006rbacrevokeprivilegeintrospection)
+      * 5.2.8.129 [RQ.SRS-006.RBAC.Revoke.Privilege.Sources](#rqsrs-006rbacrevokeprivilegesources)
+      * 5.2.8.130 [RQ.SRS-006.RBAC.Revoke.Privilege.DictGet](#rqsrs-006rbacrevokeprivilegedictget)
+      * 5.2.8.131 [RQ.SRS-006.RBAC.Revoke.Privilege.PrivelegeColumns](#rqsrs-006rbacrevokeprivilegeprivelegecolumns)
+      * 5.2.8.132 [RQ.SRS-006.RBAC.Revoke.Privilege.Multiple](#rqsrs-006rbacrevokeprivilegemultiple)
+      * 5.2.8.133 [RQ.SRS-006.RBAC.Revoke.Privilege.All](#rqsrs-006rbacrevokeprivilegeall)
+      * 5.2.8.134 [RQ.SRS-006.RBAC.Revoke.Privilege.None](#rqsrs-006rbacrevokeprivilegenone)
+      * 5.2.8.135 [RQ.SRS-006.RBAC.Revoke.Privilege.On](#rqsrs-006rbacrevokeprivilegeon)
+      * 5.2.8.136 [RQ.SRS-006.RBAC.Revoke.Privilege.From](#rqsrs-006rbacrevokeprivilegefrom)
+      * 5.2.8.137 [RQ.SRS-006.RBAC.Revoke.Privilege.Syntax](#rqsrs-006rbacrevokeprivilegesyntax)
+      * 5.2.8.138 [RQ.SRS-006.RBAC.PartialRevoke.Syntax](#rqsrs-006rbacpartialrevokesyntax)
+      * 5.2.8.139 [RQ.SRS-006.RBAC.Grant.Role](#rqsrs-006rbacgrantrole)
+      * 5.2.8.140 [RQ.SRS-006.RBAC.Grant.Role.CurrentUser](#rqsrs-006rbacgrantrolecurrentuser)
+      * 5.2.8.141 [RQ.SRS-006.RBAC.Grant.Role.AdminOption](#rqsrs-006rbacgrantroleadminoption)
+      * 5.2.8.142 [RQ.SRS-006.RBAC.Grant.Role.OnCluster](#rqsrs-006rbacgrantroleoncluster)
+      * 5.2.8.143 [RQ.SRS-006.RBAC.Grant.Role.Syntax](#rqsrs-006rbacgrantrolesyntax)
+      * 5.2.8.144 [RQ.SRS-006.RBAC.Revoke.Role](#rqsrs-006rbacrevokerole)
+      * 5.2.8.145 [RQ.SRS-006.RBAC.Revoke.Role.Keywords](#rqsrs-006rbacrevokerolekeywords)
+      * 5.2.8.146 [RQ.SRS-006.RBAC.Revoke.Role.Cluster](#rqsrs-006rbacrevokerolecluster)
+      * 5.2.8.147 [RQ.SRS-006.RBAC.Revoke.AdminOption](#rqsrs-006rbacrevokeadminoption)
+      * 5.2.8.148 [RQ.SRS-006.RBAC.Revoke.Role.Syntax](#rqsrs-006rbacrevokerolesyntax)
+      * 5.2.8.149 [RQ.SRS-006.RBAC.Show.Grants](#rqsrs-006rbacshowgrants)
+      * 5.2.8.150 [RQ.SRS-006.RBAC.Show.Grants.For](#rqsrs-006rbacshowgrantsfor)
+      * 5.2.8.151 [RQ.SRS-006.RBAC.Show.Grants.Syntax](#rqsrs-006rbacshowgrantssyntax)
+      * 5.2.8.152 [RQ.SRS-006.RBAC.SettingsProfile.Create](#rqsrs-006rbacsettingsprofilecreate)
+      * 5.2.8.153 [RQ.SRS-006.RBAC.SettingsProfile.Create.IfNotExists](#rqsrs-006rbacsettingsprofilecreateifnotexists)
+      * 5.2.8.154 [RQ.SRS-006.RBAC.SettingsProfile.Create.Replace](#rqsrs-006rbacsettingsprofilecreatereplace)
+      * 5.2.8.155 [RQ.SRS-006.RBAC.SettingsProfile.Create.Variables](#rqsrs-006rbacsettingsprofilecreatevariables)
+      * 5.2.8.156 [RQ.SRS-006.RBAC.SettingsProfile.Create.Variables.Value](#rqsrs-006rbacsettingsprofilecreatevariablesvalue)
+      * 5.2.8.157 [RQ.SRS-006.RBAC.SettingsProfile.Create.Variables.Constraints](#rqsrs-006rbacsettingsprofilecreatevariablesconstraints)
+      * 5.2.8.158 [RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment](#rqsrs-006rbacsettingsprofilecreateassignment)
+      * 5.2.8.159 [RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.None](#rqsrs-006rbacsettingsprofilecreateassignmentnone)
+      * 5.2.8.160 [RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.All](#rqsrs-006rbacsettingsprofilecreateassignmentall)
+      * 5.2.8.161 [RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.AllExcept](#rqsrs-006rbacsettingsprofilecreateassignmentallexcept)
+      * 5.2.8.162 [RQ.SRS-006.RBAC.SettingsProfile.Create.Inherit](#rqsrs-006rbacsettingsprofilecreateinherit)
+      * 5.2.8.163 [RQ.SRS-006.RBAC.SettingsProfile.Create.OnCluster](#rqsrs-006rbacsettingsprofilecreateoncluster)
+      * 5.2.8.164 [RQ.SRS-006.RBAC.SettingsProfile.Create.Syntax](#rqsrs-006rbacsettingsprofilecreatesyntax)
+      * 5.2.8.165 [RQ.SRS-006.RBAC.SettingsProfile.Alter](#rqsrs-006rbacsettingsprofilealter)
+      * 5.2.8.166 [RQ.SRS-006.RBAC.SettingsProfile.Alter.IfExists](#rqsrs-006rbacsettingsprofilealterifexists)
+      * 5.2.8.167 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Rename](#rqsrs-006rbacsettingsprofilealterrename)
+      * 5.2.8.168 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables](#rqsrs-006rbacsettingsprofilealtervariables)
+      * 5.2.8.169 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables.Value](#rqsrs-006rbacsettingsprofilealtervariablesvalue)
+      * 5.2.8.170 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables.Constraints](#rqsrs-006rbacsettingsprofilealtervariablesconstraints)
+      * 5.2.8.171 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment](#rqsrs-006rbacsettingsprofilealterassignment)
+      * 5.2.8.172 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.None](#rqsrs-006rbacsettingsprofilealterassignmentnone)
+      * 5.2.8.173 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.All](#rqsrs-006rbacsettingsprofilealterassignmentall)
+      * 5.2.8.174 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.AllExcept](#rqsrs-006rbacsettingsprofilealterassignmentallexcept)
+      * 5.2.8.175 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.Inherit](#rqsrs-006rbacsettingsprofilealterassignmentinherit)
+      * 5.2.8.176 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.OnCluster](#rqsrs-006rbacsettingsprofilealterassignmentoncluster)
+      * 5.2.8.177 [RQ.SRS-006.RBAC.SettingsProfile.Alter.Syntax](#rqsrs-006rbacsettingsprofilealtersyntax)
+      * 5.2.8.178 [RQ.SRS-006.RBAC.SettingsProfile.Drop](#rqsrs-006rbacsettingsprofiledrop)
+      * 5.2.8.179 [RQ.SRS-006.RBAC.SettingsProfile.Drop.IfExists](#rqsrs-006rbacsettingsprofiledropifexists)
+      * 5.2.8.180 [RQ.SRS-006.RBAC.SettingsProfile.Drop.OnCluster](#rqsrs-006rbacsettingsprofiledroponcluster)
+      * 5.2.8.181 [RQ.SRS-006.RBAC.SettingsProfile.Drop.Syntax](#rqsrs-006rbacsettingsprofiledropsyntax)
+      * 5.2.8.182 [RQ.SRS-006.RBAC.SettingsProfile.ShowCreateSettingsProfile](#rqsrs-006rbacsettingsprofileshowcreatesettingsprofile)
+      * 5.2.8.183 [RQ.SRS-006.RBAC.Quota.Create](#rqsrs-006rbacquotacreate)
+      * 5.2.8.184 [RQ.SRS-006.RBAC.Quota.Create.IfNotExists](#rqsrs-006rbacquotacreateifnotexists)
+      * 5.2.8.185 [RQ.SRS-006.RBAC.Quota.Create.Replace](#rqsrs-006rbacquotacreatereplace)
+      * 5.2.8.186 [RQ.SRS-006.RBAC.Quota.Create.Cluster](#rqsrs-006rbacquotacreatecluster)
+      * 5.2.8.187 [RQ.SRS-006.RBAC.Quota.Create.Interval](#rqsrs-006rbacquotacreateinterval)
+      * 5.2.8.188 [RQ.SRS-006.RBAC.Quota.Create.Interval.Randomized](#rqsrs-006rbacquotacreateintervalrandomized)
+      * 5.2.8.189 [RQ.SRS-006.RBAC.Quota.Create.Queries](#rqsrs-006rbacquotacreatequeries)
+      * 5.2.8.190 [RQ.SRS-006.RBAC.Quota.Create.Errors](#rqsrs-006rbacquotacreateerrors)
+      * 5.2.8.191 [RQ.SRS-006.RBAC.Quota.Create.ResultRows](#rqsrs-006rbacquotacreateresultrows)
+      * 5.2.8.192 [RQ.SRS-006.RBAC.Quota.Create.ReadRows](#rqsrs-006rbacquotacreatereadrows)
+      * 5.2.8.193 [RQ.SRS-006.RBAC.Quota.Create.ResultBytes](#rqsrs-006rbacquotacreateresultbytes)
+      * 5.2.8.194 [RQ.SRS-006.RBAC.Quota.Create.ReadBytes](#rqsrs-006rbacquotacreatereadbytes)
+      * 5.2.8.195 [RQ.SRS-006.RBAC.Quota.Create.ExecutionTime](#rqsrs-006rbacquotacreateexecutiontime)
+      * 5.2.8.196 [RQ.SRS-006.RBAC.Quota.Create.NoLimits](#rqsrs-006rbacquotacreatenolimits)
+      * 5.2.8.197 [RQ.SRS-006.RBAC.Quota.Create.TrackingOnly](#rqsrs-006rbacquotacreatetrackingonly)
+      * 5.2.8.198 [RQ.SRS-006.RBAC.Quota.Create.KeyedBy](#rqsrs-006rbacquotacreatekeyedby)
+      * 5.2.8.199 [RQ.SRS-006.RBAC.Quota.Create.KeyedByOptions](#rqsrs-006rbacquotacreatekeyedbyoptions)
+      * 5.2.8.200 [RQ.SRS-006.RBAC.Quota.Create.Assignment](#rqsrs-006rbacquotacreateassignment)
+      * 5.2.8.201 [RQ.SRS-006.RBAC.Quota.Create.Assignment.None](#rqsrs-006rbacquotacreateassignmentnone)
+      * 5.2.8.202 [RQ.SRS-006.RBAC.Quota.Create.Assignment.All](#rqsrs-006rbacquotacreateassignmentall)
+      * 5.2.8.203 [RQ.SRS-006.RBAC.Quota.Create.Assignment.Except](#rqsrs-006rbacquotacreateassignmentexcept)
+      * 5.2.8.204 [RQ.SRS-006.RBAC.Quota.Create.Syntax](#rqsrs-006rbacquotacreatesyntax)
+      * 5.2.8.205 [RQ.SRS-006.RBAC.Quota.Alter](#rqsrs-006rbacquotaalter)
+      * 5.2.8.206 [RQ.SRS-006.RBAC.Quota.Alter.IfExists](#rqsrs-006rbacquotaalterifexists)
+      * 5.2.8.207 [RQ.SRS-006.RBAC.Quota.Alter.Rename](#rqsrs-006rbacquotaalterrename)
+      * 5.2.8.208 [RQ.SRS-006.RBAC.Quota.Alter.Cluster](#rqsrs-006rbacquotaaltercluster)
+      * 5.2.8.209 [RQ.SRS-006.RBAC.Quota.Alter.Interval](#rqsrs-006rbacquotaalterinterval)
+      * 5.2.8.210 [RQ.SRS-006.RBAC.Quota.Alter.Interval.Randomized](#rqsrs-006rbacquotaalterintervalrandomized)
+      * 5.2.8.211 [RQ.SRS-006.RBAC.Quota.Alter.Queries](#rqsrs-006rbacquotaalterqueries)
+      * 5.2.8.212 [RQ.SRS-006.RBAC.Quota.Alter.Errors](#rqsrs-006rbacquotaaltererrors)
+      * 5.2.8.213 [RQ.SRS-006.RBAC.Quota.Alter.ResultRows](#rqsrs-006rbacquotaalterresultrows)
+      * 5.2.8.214 [RQ.SRS-006.RBAC.Quota.Alter.ReadRows](#rqsrs-006rbacquotaalterreadrows)
+      * 5.2.8.215 [RQ.SRS-006.RBAC.Quota.ALter.ResultBytes](#rqsrs-006rbacquotaalterresultbytes)
+      * 5.2.8.216 [RQ.SRS-006.RBAC.Quota.Alter.ReadBytes](#rqsrs-006rbacquotaalterreadbytes)
+      * 5.2.8.217 [RQ.SRS-006.RBAC.Quota.Alter.ExecutionTime](#rqsrs-006rbacquotaalterexecutiontime)
+      * 5.2.8.218 [RQ.SRS-006.RBAC.Quota.Alter.NoLimits](#rqsrs-006rbacquotaalternolimits)
+      * 5.2.8.219 [RQ.SRS-006.RBAC.Quota.Alter.TrackingOnly](#rqsrs-006rbacquotaaltertrackingonly)
+      * 5.2.8.220 [RQ.SRS-006.RBAC.Quota.Alter.KeyedBy](#rqsrs-006rbacquotaalterkeyedby)
+      * 5.2.8.221 [RQ.SRS-006.RBAC.Quota.Alter.KeyedByOptions](#rqsrs-006rbacquotaalterkeyedbyoptions)
+      * 5.2.8.222 [RQ.SRS-006.RBAC.Quota.Alter.Assignment](#rqsrs-006rbacquotaalterassignment)
+      * 5.2.8.223 [RQ.SRS-006.RBAC.Quota.Alter.Assignment.None](#rqsrs-006rbacquotaalterassignmentnone)
+      * 5.2.8.224 [RQ.SRS-006.RBAC.Quota.Alter.Assignment.All](#rqsrs-006rbacquotaalterassignmentall)
+      * 5.2.8.225 [RQ.SRS-006.RBAC.Quota.Alter.Assignment.Except](#rqsrs-006rbacquotaalterassignmentexcept)
+      * 5.2.8.226 [RQ.SRS-006.RBAC.Quota.Alter.Syntax](#rqsrs-006rbacquotaaltersyntax)
+      * 5.2.8.227 [RQ.SRS-006.RBAC.Quota.Drop](#rqsrs-006rbacquotadrop)
+      * 5.2.8.228 [RQ.SRS-006.RBAC.Quota.Drop.IfExists](#rqsrs-006rbacquotadropifexists)
+      * 5.2.8.229 [RQ.SRS-006.RBAC.Quota.Drop.Cluster](#rqsrs-006rbacquotadropcluster)
+      * 5.2.8.230 [RQ.SRS-006.RBAC.Quota.Drop.Syntax](#rqsrs-006rbacquotadropsyntax)
+      * 5.2.8.231 [RQ.SRS-006.RBAC.Quota.ShowQuotas](#rqsrs-006rbacquotashowquotas)
+      * 5.2.8.232 [RQ.SRS-006.RBAC.Quota.ShowQuotas.IntoOutfile](#rqsrs-006rbacquotashowquotasintooutfile)
+      * 5.2.8.233 [RQ.SRS-006.RBAC.Quota.ShowQuotas.Format](#rqsrs-006rbacquotashowquotasformat)
+      * 5.2.8.234 [RQ.SRS-006.RBAC.Quota.ShowQuotas.Settings](#rqsrs-006rbacquotashowquotassettings)
+      * 5.2.8.235 [RQ.SRS-006.RBAC.Quota.ShowQuotas.Syntax](#rqsrs-006rbacquotashowquotassyntax)
+      * 5.2.8.236 [RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Name](#rqsrs-006rbacquotashowcreatequotaname)
+      * 5.2.8.237 [RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Current](#rqsrs-006rbacquotashowcreatequotacurrent)
+      * 5.2.8.238 [RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Syntax](#rqsrs-006rbacquotashowcreatequotasyntax)
+      * 5.2.8.239 [RQ.SRS-006.RBAC.RowPolicy.Create](#rqsrs-006rbacrowpolicycreate)
+      * 5.2.8.240 [RQ.SRS-006.RBAC.RowPolicy.Create.IfNotExists](#rqsrs-006rbacrowpolicycreateifnotexists)
+      * 5.2.8.241 [RQ.SRS-006.RBAC.RowPolicy.Create.Replace](#rqsrs-006rbacrowpolicycreatereplace)
+      * 5.2.8.242 [RQ.SRS-006.RBAC.RowPolicy.Create.OnCluster](#rqsrs-006rbacrowpolicycreateoncluster)
+      * 5.2.8.243 [RQ.SRS-006.RBAC.RowPolicy.Create.On](#rqsrs-006rbacrowpolicycreateon)
+      * 5.2.8.244 [RQ.SRS-006.RBAC.RowPolicy.Create.Access](#rqsrs-006rbacrowpolicycreateaccess)
+      * 5.2.8.245 [RQ.SRS-006.RBAC.RowPolicy.Create.Access.Permissive](#rqsrs-006rbacrowpolicycreateaccesspermissive)
+      * 5.2.8.246 [RQ.SRS-006.RBAC.RowPolicy.Create.Access.Restrictive](#rqsrs-006rbacrowpolicycreateaccessrestrictive)
+      * 5.2.8.247 [RQ.SRS-006.RBAC.RowPolicy.Create.ForSelect](#rqsrs-006rbacrowpolicycreateforselect)
+      * 5.2.8.248 [RQ.SRS-006.RBAC.RowPolicy.Create.Condition](#rqsrs-006rbacrowpolicycreatecondition)
+      * 5.2.8.249 [RQ.SRS-006.RBAC.RowPolicy.Create.Assignment](#rqsrs-006rbacrowpolicycreateassignment)
+      * 5.2.8.250 [RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.None](#rqsrs-006rbacrowpolicycreateassignmentnone)
+      * 5.2.8.251 [RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.All](#rqsrs-006rbacrowpolicycreateassignmentall)
+      * 5.2.8.252 [RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.AllExcept](#rqsrs-006rbacrowpolicycreateassignmentallexcept)
+      * 5.2.8.253 [RQ.SRS-006.RBAC.RowPolicy.Create.Syntax](#rqsrs-006rbacrowpolicycreatesyntax)
+      * 5.2.8.254 [RQ.SRS-006.RBAC.RowPolicy.Alter](#rqsrs-006rbacrowpolicyalter)
+      * 5.2.8.255 [RQ.SRS-006.RBAC.RowPolicy.Alter.IfExists](#rqsrs-006rbacrowpolicyalterifexists)
+      * 5.2.8.256 [RQ.SRS-006.RBAC.RowPolicy.Alter.ForSelect](#rqsrs-006rbacrowpolicyalterforselect)
+      * 5.2.8.257 [RQ.SRS-006.RBAC.RowPolicy.Alter.OnCluster](#rqsrs-006rbacrowpolicyalteroncluster)
+      * 5.2.8.258 [RQ.SRS-006.RBAC.RowPolicy.Alter.On](#rqsrs-006rbacrowpolicyalteron)
+      * 5.2.8.259 [RQ.SRS-006.RBAC.RowPolicy.Alter.Rename](#rqsrs-006rbacrowpolicyalterrename)
+      * 5.2.8.260 [RQ.SRS-006.RBAC.RowPolicy.Alter.Access](#rqsrs-006rbacrowpolicyalteraccess)
+      * 5.2.8.261 [RQ.SRS-006.RBAC.RowPolicy.Alter.Access.Permissive](#rqsrs-006rbacrowpolicyalteraccesspermissive)
+      * 5.2.8.262 [RQ.SRS-006.RBAC.RowPolicy.Alter.Access.Restrictive](#rqsrs-006rbacrowpolicyalteraccessrestrictive)
+      * 5.2.8.263 [RQ.SRS-006.RBAC.RowPolicy.Alter.Condition](#rqsrs-006rbacrowpolicyaltercondition)
+      * 5.2.8.264 [RQ.SRS-006.RBAC.RowPolicy.Alter.Condition.None](#rqsrs-006rbacrowpolicyalterconditionnone)
+      * 5.2.8.265 [RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment](#rqsrs-006rbacrowpolicyalterassignment)
+      * 5.2.8.266 [RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.None](#rqsrs-006rbacrowpolicyalterassignmentnone)
+      * 5.2.8.267 [RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.All](#rqsrs-006rbacrowpolicyalterassignmentall)
+      * 5.2.8.268 [RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.AllExcept](#rqsrs-006rbacrowpolicyalterassignmentallexcept)
+      * 5.2.8.269 [RQ.SRS-006.RBAC.RowPolicy.Alter.Syntax](#rqsrs-006rbacrowpolicyaltersyntax)
+      * 5.2.8.270 [RQ.SRS-006.RBAC.RowPolicy.Drop](#rqsrs-006rbacrowpolicydrop)
+      * 5.2.8.271 [RQ.SRS-006.RBAC.RowPolicy.Drop.IfExists](#rqsrs-006rbacrowpolicydropifexists)
+      * 5.2.8.272 [RQ.SRS-006.RBAC.RowPolicy.Drop.On](#rqsrs-006rbacrowpolicydropon)
+      * 5.2.8.273 [RQ.SRS-006.RBAC.RowPolicy.Drop.OnCluster](#rqsrs-006rbacrowpolicydroponcluster)
+      * 5.2.8.274 [RQ.SRS-006.RBAC.RowPolicy.Drop.Syntax](#rqsrs-006rbacrowpolicydropsyntax)
+      * 5.2.8.275 [RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy](#rqsrs-006rbacrowpolicyshowcreaterowpolicy)
+      * 5.2.8.276 [RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy.On](#rqsrs-006rbacrowpolicyshowcreaterowpolicyon)
+      * 5.2.8.277 [RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy.Syntax](#rqsrs-006rbacrowpolicyshowcreaterowpolicysyntax)
+      * 5.2.8.278 [RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies](#rqsrs-006rbacrowpolicyshowrowpolicies)
+      * 5.2.8.279 [RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.On](#rqsrs-006rbacrowpolicyshowrowpolicieson)
+      * 5.2.8.280 [RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.Syntax](#rqsrs-006rbacrowpolicyshowrowpoliciessyntax)
+    * 5.2.9 [Table Privileges](#table-privileges)
+      * 5.2.9.1 [RQ.SRS-006.RBAC.Table.PublicTables](#rqsrs-006rbactablepublictables)
+      * 5.2.9.2 [RQ.SRS-006.RBAC.Table.ShowTables](#rqsrs-006rbactableshowtables)
+      * 5.2.9.3 [Distributed Tables](#distributed-tables)
+        * 5.2.9.3.1 [RQ.SRS-006.RBAC.Table.DistributedTable.Create](#rqsrs-006rbactabledistributedtablecreate)
+        * 5.2.9.3.2 [RQ.SRS-006.RBAC.Table.DistributedTable.Select](#rqsrs-006rbactabledistributedtableselect)
+        * 5.2.9.3.3 [RQ.SRS-006.RBAC.Table.DistributedTable.Insert](#rqsrs-006rbactabledistributedtableinsert)
+        * 5.2.9.3.4 [RQ.SRS-006.RBAC.Table.DistributedTable.SpecialTables](#rqsrs-006rbactabledistributedtablespecialtables)
+        * 5.2.9.3.5 [RQ.SRS-006.RBAC.Table.DistributedTable.LocalUser](#rqsrs-006rbactabledistributedtablelocaluser)
+        * 5.2.9.3.6 [RQ.SRS-006.RBAC.Table.DistributedTable.SameUserDifferentNodesDifferentPrivileges](#rqsrs-006rbactabledistributedtablesameuserdifferentnodesdifferentprivileges)
+    * 5.2.10 [Views](#views)
+      * 5.2.10.1 [View](#view)
+        * 5.2.10.1.1 [RQ.SRS-006.RBAC.View](#rqsrs-006rbacview)
+        * 5.2.10.1.2 [RQ.SRS-006.RBAC.View.Create](#rqsrs-006rbacviewcreate)
+        * 5.2.10.1.3 [RQ.SRS-006.RBAC.View.Select](#rqsrs-006rbacviewselect)
+        * 5.2.10.1.4 [RQ.SRS-006.RBAC.View.Drop](#rqsrs-006rbacviewdrop)
+      * 5.2.10.2 [Materialized View](#materialized-view)
+        * 5.2.10.2.1 [RQ.SRS-006.RBAC.MaterializedView](#rqsrs-006rbacmaterializedview)
+        * 5.2.10.2.2 [RQ.SRS-006.RBAC.MaterializedView.Create](#rqsrs-006rbacmaterializedviewcreate)
+        * 5.2.10.2.3 [RQ.SRS-006.RBAC.MaterializedView.Select](#rqsrs-006rbacmaterializedviewselect)
+        * 5.2.10.2.4 [RQ.SRS-006.RBAC.MaterializedView.Select.TargetTable](#rqsrs-006rbacmaterializedviewselecttargettable)
+        * 5.2.10.2.5 [RQ.SRS-006.RBAC.MaterializedView.Select.SourceTable](#rqsrs-006rbacmaterializedviewselectsourcetable)
+        * 5.2.10.2.6 [RQ.SRS-006.RBAC.MaterializedView.Drop](#rqsrs-006rbacmaterializedviewdrop)
+        * 5.2.10.2.7 [RQ.SRS-006.RBAC.MaterializedView.ModifyQuery](#rqsrs-006rbacmaterializedviewmodifyquery)
+        * 5.2.10.2.8 [RQ.SRS-006.RBAC.MaterializedView.Insert](#rqsrs-006rbacmaterializedviewinsert)
+        * 5.2.10.2.9 [RQ.SRS-006.RBAC.MaterializedView.Insert.SourceTable](#rqsrs-006rbacmaterializedviewinsertsourcetable)
+        * 5.2.10.2.10 [RQ.SRS-006.RBAC.MaterializedView.Insert.TargetTable](#rqsrs-006rbacmaterializedviewinserttargettable)
+      * 5.2.10.3 [Live View](#live-view)
+        * 5.2.10.3.1 [RQ.SRS-006.RBAC.LiveView](#rqsrs-006rbacliveview)
+        * 5.2.10.3.2 [RQ.SRS-006.RBAC.LiveView.Create](#rqsrs-006rbacliveviewcreate)
+        * 5.2.10.3.3 [RQ.SRS-006.RBAC.LiveView.Select](#rqsrs-006rbacliveviewselect)
+        * 5.2.10.3.4 [RQ.SRS-006.RBAC.LiveView.Drop](#rqsrs-006rbacliveviewdrop)
+        * 5.2.10.3.5 [RQ.SRS-006.RBAC.LiveView.Refresh](#rqsrs-006rbacliveviewrefresh)
+    * 5.2.11 [Privileges](#privileges)
+      * 5.2.11.1 [RQ.SRS-006.RBAC.Privileges.Usage](#rqsrs-006rbacprivilegesusage)
+      * 5.2.11.2 [Select](#select)
+        * 5.2.11.2.1 [RQ.SRS-006.RBAC.Privileges.Select](#rqsrs-006rbacprivilegesselect)
+        * 5.2.11.2.2 [RQ.SRS-006.RBAC.Privileges.Select.Grant](#rqsrs-006rbacprivilegesselectgrant)
+        * 5.2.11.2.3 [RQ.SRS-006.RBAC.Privileges.Select.Revoke](#rqsrs-006rbacprivilegesselectrevoke)
+        * 5.2.11.2.4 [RQ.SRS-006.RBAC.Privileges.Select.Column](#rqsrs-006rbacprivilegesselectcolumn)
+        * 5.2.11.2.5 [RQ.SRS-006.RBAC.Privileges.Select.Cluster](#rqsrs-006rbacprivilegesselectcluster)
+        * 5.2.11.2.6 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption](#rqsrs-006rbacprivilegesselectgrantoption)
+        * 5.2.11.2.7 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Grant](#rqsrs-006rbacprivilegesselectgrantoptiongrant)
+        * 5.2.11.2.8 [RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Revoke](#rqsrs-006rbacprivilegesselectgrantoptionrevoke)
+        * 5.2.11.2.9 [RQ.SRS-006.RBAC.Privileges.Select.TableEngines](#rqsrs-006rbacprivilegesselecttableengines)
+      * 5.2.11.3 [Insert](#insert)
+        * 5.2.11.3.1 [RQ.SRS-006.RBAC.Privileges.Insert](#rqsrs-006rbacprivilegesinsert)
+        * 5.2.11.3.2 [RQ.SRS-006.RBAC.Privileges.Insert.Grant](#rqsrs-006rbacprivilegesinsertgrant)
+        * 5.2.11.3.3 [RQ.SRS-006.RBAC.Privileges.Insert.Revoke](#rqsrs-006rbacprivilegesinsertrevoke)
+        * 5.2.11.3.4 [RQ.SRS-006.RBAC.Privileges.Insert.Column](#rqsrs-006rbacprivilegesinsertcolumn)
+        * 5.2.11.3.5 [RQ.SRS-006.RBAC.Privileges.Insert.Cluster](#rqsrs-006rbacprivilegesinsertcluster)
+        * 5.2.11.3.6 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption](#rqsrs-006rbacprivilegesinsertgrantoption)
+        * 5.2.11.3.7 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Grant](#rqsrs-006rbacprivilegesinsertgrantoptiongrant)
+        * 5.2.11.3.8 [RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Revoke](#rqsrs-006rbacprivilegesinsertgrantoptionrevoke)
+        * 5.2.11.3.9 [RQ.SRS-006.RBAC.Privileges.Insert.TableEngines](#rqsrs-006rbacprivilegesinserttableengines)
+      * 5.2.11.4 [AlterColumn](#altercolumn)
+        * 5.2.11.4.1 [RQ.SRS-006.RBAC.Privileges.AlterColumn](#rqsrs-006rbacprivilegesaltercolumn)
+        * 5.2.11.4.2 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Grant](#rqsrs-006rbacprivilegesaltercolumngrant)
+        * 5.2.11.4.3 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Revoke](#rqsrs-006rbacprivilegesaltercolumnrevoke)
+        * 5.2.11.4.4 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Column](#rqsrs-006rbacprivilegesaltercolumncolumn)
+        * 5.2.11.4.5 [RQ.SRS-006.RBAC.Privileges.AlterColumn.Cluster](#rqsrs-006rbacprivilegesaltercolumncluster)
+        * 5.2.11.4.6 [RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption](#rqsrs-006rbacprivilegesaltercolumngrantoption)
+        * 5.2.11.4.7 [RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Grant](#rqsrs-006rbacprivilegesaltercolumngrantoptiongrant)
+        * 5.2.11.4.8 [RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Revoke](#rqsrs-006rbacprivilegesaltercolumngrantoptionrevoke)
+        * 5.2.11.4.9 [RQ.SRS-006.RBAC.Privileges.AlterColumn.TableEngines](#rqsrs-006rbacprivilegesaltercolumntableengines)
+      * 5.2.11.5 [AlterIndex](#alterindex)
+        * 5.2.11.5.1 [RQ.SRS-006.RBAC.Privileges.AlterIndex](#rqsrs-006rbacprivilegesalterindex)
+        * 5.2.11.5.2 [RQ.SRS-006.RBAC.Privileges.AlterIndex.Grant](#rqsrs-006rbacprivilegesalterindexgrant)
+        * 5.2.11.5.3 [RQ.SRS-006.RBAC.Privileges.AlterIndex.Revoke](#rqsrs-006rbacprivilegesalterindexrevoke)
+        * 5.2.11.5.4 [RQ.SRS-006.RBAC.Privileges.AlterIndex.Cluster](#rqsrs-006rbacprivilegesalterindexcluster)
+        * 5.2.11.5.5 [RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption](#rqsrs-006rbacprivilegesalterindexgrantoption)
+        * 5.2.11.5.6 [RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Grant](#rqsrs-006rbacprivilegesalterindexgrantoptiongrant)
+        * 5.2.11.5.7 [RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Revoke](#rqsrs-006rbacprivilegesalterindexgrantoptionrevoke)
+        * 5.2.11.5.8 [RQ.SRS-006.RBAC.Privileges.AlterIndex.TableEngines](#rqsrs-006rbacprivilegesalterindextableengines)
+      * 5.2.11.6 [AlterConstraint](#alterconstraint)
+        * 5.2.11.6.1 [RQ.SRS-006.RBAC.Privileges.AlterConstraint](#rqsrs-006rbacprivilegesalterconstraint)
+        * 5.2.11.6.2 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.Grant](#rqsrs-006rbacprivilegesalterconstraintgrant)
+        * 5.2.11.6.3 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.Revoke](#rqsrs-006rbacprivilegesalterconstraintrevoke)
+        * 5.2.11.6.4 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.Cluster](#rqsrs-006rbacprivilegesalterconstraintcluster)
+        * 5.2.11.6.5 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption](#rqsrs-006rbacprivilegesalterconstraintgrantoption)
+        * 5.2.11.6.6 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Grant](#rqsrs-006rbacprivilegesalterconstraintgrantoptiongrant)
+        * 5.2.11.6.7 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Revoke](#rqsrs-006rbacprivilegesalterconstraintgrantoptionrevoke)
+        * 5.2.11.6.8 [RQ.SRS-006.RBAC.Privileges.AlterConstraint.TableEngines](#rqsrs-006rbacprivilegesalterconstrainttableengines)
+      * 5.2.11.7 [AlterTTL](#alterttl)
+        * 5.2.11.7.1 [RQ.SRS-006.RBAC.Privileges.AlterTTL](#rqsrs-006rbacprivilegesalterttl)
+        * 5.2.11.7.2 [RQ.SRS-006.RBAC.Privileges.AlterTTL.Grant](#rqsrs-006rbacprivilegesalterttlgrant)
+        * 5.2.11.7.3 [RQ.SRS-006.RBAC.Privileges.AlterTTL.Revoke](#rqsrs-006rbacprivilegesalterttlrevoke)
+        * 5.2.11.7.4 [RQ.SRS-006.RBAC.Privileges.AlterTTL.Cluster](#rqsrs-006rbacprivilegesalterttlcluster)
+        * 5.2.11.7.5 [RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption](#rqsrs-006rbacprivilegesalterttlgrantoption)
+        * 5.2.11.7.6 [RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Grant](#rqsrs-006rbacprivilegesalterttlgrantoptiongrant)
+        * 5.2.11.7.7 [RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Revoke](#rqsrs-006rbacprivilegesalterttlgrantoptionrevoke)
+        * 5.2.11.7.8 [RQ.SRS-006.RBAC.Privileges.AlterTTL.TableEngines](#rqsrs-006rbacprivilegesalterttltableengines)
+      * 5.2.11.8 [AlterSettings](#altersettings)
+        * 5.2.11.8.1 [RQ.SRS-006.RBAC.Privileges.AlterSettings](#rqsrs-006rbacprivilegesaltersettings)
+        * 5.2.11.8.2 [RQ.SRS-006.RBAC.Privileges.AlterSettings.Grant](#rqsrs-006rbacprivilegesaltersettingsgrant)
+        * 5.2.11.8.3 [RQ.SRS-006.RBAC.Privileges.AlterSettings.Revoke](#rqsrs-006rbacprivilegesaltersettingsrevoke)
+        * 5.2.11.8.4 [RQ.SRS-006.RBAC.Privileges.AlterSettings.Cluster](#rqsrs-006rbacprivilegesaltersettingscluster)
+        * 5.2.11.8.5 [RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption](#rqsrs-006rbacprivilegesaltersettingsgrantoption)
+        * 5.2.11.8.6 [RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Grant](#rqsrs-006rbacprivilegesaltersettingsgrantoptiongrant)
+        * 5.2.11.8.7 [RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Revoke](#rqsrs-006rbacprivilegesaltersettingsgrantoptionrevoke)
+        * 5.2.11.8.8 [RQ.SRS-006.RBAC.Privileges.AlterSettings.TableEngines](#rqsrs-006rbacprivilegesaltersettingstableengines)
+      * 5.2.11.9 [RQ.SRS-006.RBAC.Privileges.Delete](#rqsrs-006rbacprivilegesdelete)
+      * 5.2.11.10 [RQ.SRS-006.RBAC.Privileges.Alter](#rqsrs-006rbacprivilegesalter)
+      * 5.2.11.11 [RQ.SRS-006.RBAC.Privileges.Create](#rqsrs-006rbacprivilegescreate)
+      * 5.2.11.12 [RQ.SRS-006.RBAC.Privileges.Drop](#rqsrs-006rbacprivilegesdrop)
+      * 5.2.11.13 [RQ.SRS-006.RBAC.Privileges.All](#rqsrs-006rbacprivilegesall)
+      * 5.2.11.14 [RQ.SRS-006.RBAC.Privileges.All.GrantRevoke](#rqsrs-006rbacprivilegesallgrantrevoke)
+      * 5.2.11.15 [RQ.SRS-006.RBAC.Privileges.GrantOption](#rqsrs-006rbacprivilegesgrantoption)
+      * 5.2.11.16 [RQ.SRS-006.RBAC.Privileges.AdminOption](#rqsrs-006rbacprivilegesadminoption)
+    * 5.2.12 [Required Privileges](#required-privileges)
+      * 5.2.12.1 [RQ.SRS-006.RBAC.RequiredPrivileges.Create](#rqsrs-006rbacrequiredprivilegescreate)
+      * 5.2.12.2 [RQ.SRS-006.RBAC.RequiredPrivileges.Alter](#rqsrs-006rbacrequiredprivilegesalter)
+      * 5.2.12.3 [RQ.SRS-006.RBAC.RequiredPrivileges.Drop](#rqsrs-006rbacrequiredprivilegesdrop)
+      * 5.2.12.4 [RQ.SRS-006.RBAC.RequiredPrivileges.Drop.Table](#rqsrs-006rbacrequiredprivilegesdroptable)
+      * 5.2.12.5 [RQ.SRS-006.RBAC.RequiredPrivileges.GrantRevoke](#rqsrs-006rbacrequiredprivilegesgrantrevoke)
+      * 5.2.12.6 [RQ.SRS-006.RBAC.RequiredPrivileges.Use](#rqsrs-006rbacrequiredprivilegesuse)
+      * 5.2.12.7 [RQ.SRS-006.RBAC.RequiredPrivileges.Admin](#rqsrs-006rbacrequiredprivilegesadmin)
+* 6 [References](#references)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a GitHub repository.
+
+All the updates are tracked using the [Git]'s revision history.
+
+* GitHub repository: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/rbac/requirements/requirements.md
+* Revision history: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/rbac/requirements/requirements.md
+
+## Introduction
+
+[ClickHouse] currently has support for only basic access control. Users can be defined to allow
+access to specific databases and dictionaries. A profile is used for the user
+that can specify a read-only mode as well as a set of quotas that can limit user's resource
+consumption. Beyond this basic functionality there is no way to control access rights within
+a database. A user can either be denied access, have read-only rights or have complete access
+to the whole database on the server.
+
+In many cases a more granular access control is needed where one can control user's access in
+a much more granular approach. A typical solution to this problem in the **SQL** world
+is provided by implementing **RBAC (role-based access control)**.
+For example a version of **RBAC** is implemented by both [MySQL] and [PostgreSQL].
+
+[ClickHouse] shall implement **RBAC** to meet the growing needs of its users. In order to minimize
+the learning curve the concepts and the syntax of its implementation shall be
+as close as possible to the [MySQL] and [PostgreSQL]. The goal is to allow for fast
+transition of users which are already familiar with these features in those databases
+to [ClickHouse].
+
+## Terminology
+
+* **RBAC** -
+  role-based access control
+* **quota** -
+  setting that limits specific resource consumption
+
+## Privilege Definitions
+
+* **usage** -
+  privilege to access a database or a table
+* **select** -
+  privilege to read data from a database or a table
+* **insert**
+  privilege to insert data into a database or a table
+* **delete**
+  privilege to delete a database or a table
+* **alter**
+  privilege to alter tables
+* **create**
+  privilege to create a database or a table
+* **drop**
+  privilege to drop a database or a table
+* **all**
+  privilege that includes **usage**, **select**,
+  **insert**, **delete**, **alter**, **create**, and **drop**
+* **grant option**
+  privilege to grant the same privilege to other users or roles
+* **admin option**
+  privilege to perform administrative tasks are defined in the **system queries**
+
+## Requirements
+
+### Generic
+
+#### RQ.SRS-006.RBAC
+version: 1.0
+
+[ClickHouse] SHALL support role based access control.
+
+#### Login
+
+##### RQ.SRS-006.RBAC.Login
+version: 1.0
+
+[ClickHouse] SHALL only allow access to the server for a given
+user only when correct username and password are used during
+the connection to the server.
+
+##### RQ.SRS-006.RBAC.Login.DefaultUser
+version: 1.0
+
+[ClickHouse] SHALL use the **default user** when no username and password
+are specified during the connection to the server.
+
+#### User
+
+##### RQ.SRS-006.RBAC.User
+version: 1.0
+
+[ClickHouse] SHALL support creation and manipulation of
+one or more **user** accounts to which roles, privileges,
+settings profile, quotas and row policies can be assigned.
+
+##### RQ.SRS-006.RBAC.User.Roles
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **roles**
+to a **user**.
+
+##### RQ.SRS-006.RBAC.User.Privileges
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more privileges to a **user**.
+
+##### RQ.SRS-006.RBAC.User.Variables
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more variables to a **user**.
+
+##### RQ.SRS-006.RBAC.User.Variables.Constraints
+version: 1.0
+
+[ClickHouse] SHALL support assigning min, max and read-only constraints
+for the variables that can be set and read by the **user**.
+
+##### RQ.SRS-006.RBAC.User.SettingsProfile
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **settings profiles**
+to a **user**.
+
+##### RQ.SRS-006.RBAC.User.Quotas
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **quotas** to a **user**.
+
+##### RQ.SRS-006.RBAC.User.RowPolicies
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **row policies** to a **user**.
+
+##### RQ.SRS-006.RBAC.User.AccountLock
+version: 1.0
+
+[ClickHouse] SHALL support locking and unlocking of **user** accounts.
+
+##### RQ.SRS-006.RBAC.User.AccountLock.DenyAccess
+version: 1.0
+
+[ClickHouse] SHALL deny access to the user whose account is locked.
+
+##### RQ.SRS-006.RBAC.User.DefaultRole
+version: 1.0
+
+[ClickHouse] SHALL support assigning a default role to a **user**.
+
+##### RQ.SRS-006.RBAC.User.RoleSelection
+version: 1.0
+
+[ClickHouse] SHALL support selection of one or more **roles** from the available roles
+that are assigned to a **user**.
+
+##### RQ.SRS-006.RBAC.User.ShowCreate
+version: 1.0
+
+[ClickHouse] SHALL support showing the command of how **user** account was created.
+
+##### RQ.SRS-006.RBAC.User.ShowPrivileges
+version: 1.0
+
+[ClickHouse] SHALL support listing the privileges of the **user**.
+
+#### Role
+
+##### RQ.SRS-006.RBAC.Role
+version: 1.0
+
+[ClikHouse] SHALL support creation and manipulation of **roles**
+to which privileges, settings profile, quotas and row policies can be
+assigned.
+
+##### RQ.SRS-006.RBAC.Role.Privileges
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more privileges to a **role**.
+
+##### RQ.SRS-006.RBAC.Role.Variables
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more variables to a **role**.
+
+##### RQ.SRS-006.RBAC.Role.SettingsProfile
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **settings profiles**
+to a **role**.
+
+##### RQ.SRS-006.RBAC.Role.Quotas
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **quotas** to a **role**.
+
+##### RQ.SRS-006.RBAC.Role.RowPolicies
+version: 1.0
+
+[ClickHouse] SHALL support assigning one or more **row policies** to a **role**.
+
+#### Partial Revokes
+
+##### RQ.SRS-006.RBAC.PartialRevokes
+version: 1.0
+
+[ClickHouse] SHALL support partial revoking of privileges granted
+to a **user** or a **role**.
+
+#### Settings Profile
+
+##### RQ.SRS-006.RBAC.SettingsProfile
+version: 1.0
+
+[ClickHouse] SHALL support creation and manipulation of **settings profiles**
+that can include value definition for one or more variables and can
+can be assigned to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Constraints
+version: 1.0
+
+[ClickHouse] SHALL support assigning min, max and read-only constraints
+for the variables specified in the **settings profile**.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.ShowCreate
+version: 1.0
+
+[ClickHouse] SHALL support showing the command of how **setting profile** was created.
+
+#### Quotas
+
+##### RQ.SRS-006.RBAC.Quotas
+version: 1.0
+
+[ClickHouse] SHALL support creation and manipulation of **quotas**
+that can be used to limit resource usage by a **user** or a **role**
+over a period of time.
+
+##### RQ.SRS-006.RBAC.Quotas.Keyed
+version: 1.0
+
+[ClickHouse] SHALL support creating **quotas** that are keyed
+so that a quota is tracked separately for each key value.
+
+##### RQ.SRS-006.RBAC.Quotas.Queries
+version: 1.0
+
+[ClickHouse] SHALL support setting **queries** quota to limit the total number of requests.
+
+##### RQ.SRS-006.RBAC.Quotas.Errors
+version: 1.0
+
+[ClickHouse] SHALL support setting **errors** quota to limit the number of queries that threw an exception.
+
+##### RQ.SRS-006.RBAC.Quotas.ResultRows
+version: 1.0
+
+[ClickHouse] SHALL support setting **result rows** quota to limit the
+the total number of rows given as the result.
+
+##### RQ.SRS-006.RBAC.Quotas.ReadRows
+version: 1.0
+
+[ClickHouse] SHALL support setting **read rows** quota to limit the total
+number of source rows read from tables for running the query on all remote servers.
+
+##### RQ.SRS-006.RBAC.Quotas.ResultBytes
+version: 1.0
+
+[ClickHouse] SHALL support setting **result bytes** quota to limit the total number
+of bytes that can be returned as the result.
+
+##### RQ.SRS-006.RBAC.Quotas.ReadBytes
+version: 1.0
+
+[ClickHouse] SHALL support setting **read bytes** quota to limit the total number
+of source bytes read from tables for running the query on all remote servers.
+
+##### RQ.SRS-006.RBAC.Quotas.ExecutionTime
+version: 1.0
+
+[ClickHouse] SHALL support setting **execution time** quota to limit the maximum
+query execution time.
+
+##### RQ.SRS-006.RBAC.Quotas.ShowCreate
+version: 1.0
+
+[ClickHouse] SHALL support showing the command of how **quota** was created.
+
+#### Row Policy
+
+##### RQ.SRS-006.RBAC.RowPolicy
+version: 1.0
+
+[ClickHouse] SHALL support creation and manipulation of table **row policies**
+that can be used to limit access to the table contents for a **user** or a **role**
+using a specified **condition**.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Condition
+version: 1.0
+
+[ClickHouse] SHALL support row policy **conditions** that can be any SQL
+expression that returns a boolean.
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowCreate
+version: 1.0
+
+[ClickHouse] SHALL support showing the command of how **row policy** was created.
+
+### Specific
+
+##### RQ.SRS-006.RBAC.User.Use.DefaultRole
+version: 1.0
+
+[ClickHouse] SHALL by default use default role or roles assigned
+to the user if specified.
+
+##### RQ.SRS-006.RBAC.User.Use.AllRolesWhenNoDefaultRole
+version: 1.0
+
+[ClickHouse] SHALL by default use all the roles assigned to the user
+if no default role or roles are specified for the user.
+
+##### RQ.SRS-006.RBAC.User.Create
+version: 1.0
+
+[ClickHouse] SHALL support creating **user** accounts using `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.IfNotExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF NOT EXISTS` clause in the `CREATE USER` statement
+to skip raising an exception if a user with the same **name** already exists.
+If the `IF NOT EXISTS` clause is not specified then an exception SHALL be
+raised if a user with the same **name** already exists.
+
+##### RQ.SRS-006.RBAC.User.Create.Replace
+version: 1.0
+
+[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE USER` statement
+to replace existing user account if already exists.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.NoPassword
+version: 1.0
+
+[ClickHouse] SHALL support specifying no password when creating
+user account using `IDENTIFIED WITH NO_PASSWORD` clause .
+
+##### RQ.SRS-006.RBAC.User.Create.Password.NoPassword.Login
+version: 1.0
+
+[ClickHouse] SHALL use no password for the user when connecting to the server
+when an account was created with `IDENTIFIED WITH NO_PASSWORD` clause.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support specifying plaintext password when creating
+user account using `IDENTIFIED WITH PLAINTEXT_PASSWORD BY` clause.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.PlainText.Login
+version: 1.0
+
+[ClickHouse] SHALL use the plaintext password passed by the user when connecting to the server
+when an account was created with `IDENTIFIED WITH PLAINTEXT_PASSWORD` clause
+and compare the password with the one used in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.Sha256Password
+version: 1.0
+
+[ClickHouse] SHALL support specifying the result of applying SHA256
+to some password when creating user account using `IDENTIFIED WITH SHA256_PASSWORD BY` or `IDENTIFIED BY`
+clause.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.Sha256Password.Login
+version: 1.0
+
+[ClickHouse] SHALL calculate `SHA256` of the password passed by the user when connecting to the server
+when an account was created with `IDENTIFIED WITH SHA256_PASSWORD` or with 'IDENTIFIED BY' clause
+and compare the calculated hash to the one used in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.Sha256Hash
+version: 1.0
+
+[ClickHouse] SHALL support specifying the result of applying SHA256
+to some already calculated hash when creating user account using `IDENTIFIED WITH SHA256_HASH`
+clause.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.Sha256Hash.Login
+version: 1.0
+
+[ClickHouse] SHALL calculate `SHA256` of the already calculated hash passed by
+the user when connecting to the server
+when an account was created with `IDENTIFIED WITH SHA256_HASH` clause
+and compare the calculated hash to the one used in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Password
+version: 1.0
+
+[ClickHouse] SHALL support specifying the result of applying SHA1 two times
+to a password when creating user account using `IDENTIFIED WITH DOUBLE_SHA1_PASSWORD`
+clause.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Password.Login
+version: 1.0
+
+[ClickHouse] SHALL calculate `SHA1` two times over the password passed by
+the user when connecting to the server
+when an account was created with `IDENTIFIED WITH DOUBLE_SHA1_PASSWORD` clause
+and compare the calculated value to the one used in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Hash
+version: 1.0
+
+[ClickHouse] SHALL support specifying the result of applying SHA1 two times
+to a hash when creating user account using `IDENTIFIED WITH DOUBLE_SHA1_HASH`
+clause.
+
+##### RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Hash.Login
+version: 1.0
+
+[ClickHouse] SHALL calculate `SHA1` two times over the hash passed by
+the user when connecting to the server
+when an account was created with `IDENTIFIED WITH DOUBLE_SHA1_HASH` clause
+and compare the calculated value to the one used in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.Name
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more hostnames from
+which user can access the server using the `HOST NAME` clause
+in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.Regexp
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more regular expressions
+to match hostnames from which user can access the server
+using the `HOST REGEXP` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.IP
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more IP address or subnet from
+which user can access the server using the `HOST IP` clause in the
+`CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.Any
+version: 1.0
+
+[ClickHouse] SHALL support specifying `HOST ANY` clause in the `CREATE USER` statement
+to indicate that user can access the server from any host.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.None
+version: 1.0
+
+[ClickHouse] SHALL support fobidding access from any host using `HOST NONE` clause in the
+`CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.Local
+version: 1.0
+
+[ClickHouse] SHALL support limiting user access to local only using `HOST LOCAL` clause in the
+`CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.Like
+version: 1.0
+
+[ClickHouse] SHALL support specifying host using `LIKE` command syntax using the
+`HOST LIKE` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Host.Default
+version: 1.0
+
+[ClickHouse] SHALL support user access to server from any host
+if no `HOST` clause is specified in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.DefaultRole
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more default roles
+using `DEFAULT ROLE` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.DefaultRole.None
+version: 1.0
+
+[ClickHouse] SHALL support specifying no default roles
+using `DEFAULT ROLE NONE` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.DefaultRole.All
+version: 1.0
+
+[ClickHouse] SHALL support specifying all roles to be used as default
+using `DEFAULT ROLE ALL` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Settings
+version: 1.0
+
+[ClickHouse] SHALL support specifying settings and profile
+using `SETTINGS` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying cluster on which the user
+will be created using `ON CLUSTER` clause in the `CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Create.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for `CREATE USER` statement.
+
+```sql
+CREATE USER [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
+    [IDENTIFIED [WITH {NO_PASSWORD|PLAINTEXT_PASSWORD|SHA256_PASSWORD|SHA256_HASH|DOUBLE_SHA1_PASSWORD|DOUBLE_SHA1_HASH}] BY {'password'|'hash'}]
+    [HOST {LOCAL | NAME 'name' | NAME REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
+    [DEFAULT ROLE role [,...]]
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+```
+
+##### RQ.SRS-006.RBAC.User.Alter
+version: 1.0
+
+[ClickHouse] SHALL support altering **user** accounts using `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.OrderOfEvaluation
+version: 1.0
+
+[ClickHouse] SHALL support evaluating `ALTER USER` statement from left to right
+where things defined on the right override anything that was previously defined on
+the left.
+
+##### RQ.SRS-006.RBAC.User.Alter.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF EXISTS` clause in the `ALTER USER` statement
+to skip raising an exception (producing a warning instead) if a user with the specified **name** does not exist. If the `IF EXISTS` clause is not specified then an exception SHALL be raised if a user with the **name** does not exist.
+
+##### RQ.SRS-006.RBAC.User.Alter.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying the cluster the user is on
+when altering user account using `ON CLUSTER` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Rename
+version: 1.0
+
+[ClickHouse] SHALL support specifying a new name for the user when
+altering user account using `RENAME` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Password.PlainText
+version: 1.0
+
+[ClickHouse] SHALL support specifying plaintext password when altering
+user account using `IDENTIFIED WITH PLAINTEXT_PASSWORD BY` or
+using shorthand `IDENTIFIED BY` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Password.Sha256Password
+version: 1.0
+
+[ClickHouse] SHALL support specifying the result of applying SHA256
+to some password as identification when altering user account using
+`IDENTIFIED WITH SHA256_PASSWORD` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Password.DoubleSha1Password
+version: 1.0
+
+[ClickHouse] SHALL support specifying the result of applying Double SHA1
+to some password as identification when altering user account using
+`IDENTIFIED WITH DOUBLE_SHA1_PASSWORD` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.AddDrop
+version: 1.0
+
+[ClickHouse] SHALL support altering user by adding and dropping access to hosts with the `ADD HOST` or the `DROP HOST`in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.Local
+version: 1.0
+
+[ClickHouse] SHALL support limiting user access to local only using `HOST LOCAL` clause in the
+`ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.Name
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more hostnames from
+which user can access the server using the `HOST NAME` clause
+in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.Regexp
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more regular expressions
+to match hostnames from which user can access the server
+using the `HOST REGEXP` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.IP
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more IP address or subnet from
+which user can access the server using the `HOST IP` clause in the
+`ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.Like
+version: 1.0
+
+[ClickHouse] SHALL support specifying sone or more similar hosts using `LIKE` command syntax using the `HOST LIKE` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.Any
+version: 1.0
+
+[ClickHouse] SHALL support specifying `HOST ANY` clause in the `ALTER USER` statement
+to indicate that user can access the server from any host.
+
+##### RQ.SRS-006.RBAC.User.Alter.Host.None
+version: 1.0
+
+[ClickHouse] SHALL support fobidding access from any host using `HOST NONE` clause in the
+`ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.DefaultRole
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more default roles
+using `DEFAULT ROLE` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.DefaultRole.All
+version: 1.0
+
+[ClickHouse] SHALL support specifying all roles to be used as default
+using `DEFAULT ROLE ALL` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.DefaultRole.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more roles which will not be used as default
+using `DEFAULT ROLE ALL EXCEPT` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Settings
+version: 1.0
+
+[ClickHouse] SHALL support specifying one or more variables
+using `SETTINGS` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Settings.Min
+version: 1.0
+
+[ClickHouse] SHALL support specifying a minimum value for the variable specifed using `SETTINGS` with `MIN` clause in the `ALTER USER` statement.
+
+
+##### RQ.SRS-006.RBAC.User.Alter.Settings.Max
+version: 1.0
+
+[ClickHouse] SHALL support specifying a maximum value for the variable specifed using `SETTINGS` with `MAX` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Settings.Profile
+version: 1.0
+
+[ClickHouse] SHALL support specifying the name of a profile for the variable specifed using `SETTINGS` with `PROFILE` clause in the `ALTER USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Alter.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `ALTER USER` statement.
+
+```sql
+ALTER USER [IF EXISTS] name [ON CLUSTER cluster_name]
+    [RENAME TO new_name]
+    [IDENTIFIED [WITH {PLAINTEXT_PASSWORD|SHA256_PASSWORD|DOUBLE_SHA1_PASSWORD}] BY {'password'|'hash'}]
+    [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
+    [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+```
+
+##### RQ.SRS-006.RBAC.SetDefaultRole
+version: 1.0
+
+[ClickHouse] SHALL support setting or changing granted roles to default for one or more
+users using `SET DEFAULT ROLE` statement which
+SHALL permanently change the default roles for the user or users if successful.
+
+##### RQ.SRS-006.RBAC.SetDefaultRole.CurrentUser
+version: 1.0
+
+[ClickHouse] SHALL support setting or changing granted roles to default for
+the current user using `CURRENT_USER` clause in the `SET DEFAULT ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetDefaultRole.All
+version: 1.0
+
+[ClickHouse] SHALL support setting or changing all granted roles to default
+for one or more users using `ALL` clause in the `SET DEFAULT ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetDefaultRole.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support setting or changing all granted roles except those specified
+to default for one or more users using `ALL EXCEPT` clause in the `SET DEFAULT ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetDefaultRole.None
+version: 1.0
+
+[ClickHouse] SHALL support removing all granted roles from default
+for one or more users using `NONE` clause in the `SET DEFAULT ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetDefaultRole.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `SET DEFAULT ROLE` statement.
+
+```sql
+SET DEFAULT ROLE
+    {NONE | role [,...] | ALL | ALL EXCEPT role [,...]}
+    TO {user|CURRENT_USER} [,...]
+
+```
+
+##### RQ.SRS-006.RBAC.SetRole
+version: 1.0
+
+[ClickHouse] SHALL support activating role or roles for the current user
+using `SET ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetRole.Default
+version: 1.0
+
+[ClickHouse] SHALL support activating default roles for the current user
+using `DEFAULT` clause in the `SET ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetRole.None
+version: 1.0
+
+[ClickHouse] SHALL support activating no roles for the current user
+using `NONE` clause in the `SET ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetRole.All
+version: 1.0
+
+[ClickHouse] SHALL support activating all roles for the current user
+using `ALL` clause in the `SET ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetRole.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support activating all roles except those specified
+for the current user using `ALL EXCEPT` clause in the `SET ROLE` statement.
+
+##### RQ.SRS-006.RBAC.SetRole.Syntax
+version: 1.0
+
+```sql
+SET ROLE {DEFAULT | NONE | role [,...] | ALL | ALL EXCEPT role [,...]}
+```
+
+##### RQ.SRS-006.RBAC.User.ShowCreateUser
+version: 1.0
+
+[ClickHouse] SHALL support showing the `CREATE USER` statement used to create the current user object
+using the `SHOW CREATE USER` statement with `CURRENT_USER` or no argument.
+
+##### RQ.SRS-006.RBAC.User.ShowCreateUser.For
+version: 1.0
+
+[ClickHouse] SHALL support showing the `CREATE USER` statement used to create the specified user object
+using the `FOR` clause in the `SHOW CREATE USER` statement.
+
+##### RQ.SRS-006.RBAC.User.ShowCreateUser.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support showing the following syntax for `SHOW CREATE USER` statement.
+
+```sql
+SHOW CREATE USER [name | CURRENT_USER]
+```
+
+##### RQ.SRS-006.RBAC.User.Drop
+version: 1.0
+
+[ClickHouse] SHALL support removing a user account using `DROP USER` statement.
+
+##### RQ.SRS-006.RBAC.User.Drop.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support using `IF EXISTS` clause in the `DROP USER` statement
+to skip raising an exception if the user account does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be
+raised if a user does not exist.
+
+##### RQ.SRS-006.RBAC.User.Drop.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support using `ON CLUSTER` clause in the `DROP USER` statement
+to specify the name of the cluster the user should be dropped from.
+
+##### RQ.SRS-006.RBAC.User.Drop.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for `DROP USER` statement
+
+```sql
+DROP USER [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
+```
+
+##### RQ.SRS-006.RBAC.Role.Create
+version: 1.0
+
+[ClickHouse] SHALL support creating a **role** using `CREATE ROLE` statement.
+
+##### RQ.SRS-006.RBAC.Role.Create.IfNotExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF NOT EXISTS` clause in the `CREATE ROLE` statement
+to raising an exception if a role with the same **name** already exists.
+If the `IF NOT EXISTS` clause is not specified then an exception SHALL be
+raised if a role with the same **name** already exists.
+
+##### RQ.SRS-006.RBAC.Role.Create.Replace
+version: 1.0
+
+[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE ROLE` statement
+to replace existing role if it already exists.
+
+##### RQ.SRS-006.RBAC.Role.Create.Settings
+version: 1.0
+
+[ClickHouse] SHALL support specifying settings and profile using `SETTINGS`
+clause in the `CREATE ROLE` statement.
+
+##### RQ.SRS-006.RBAC.Role.Create.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `CREATE ROLE` statement
+
+``` sql
+CREATE ROLE [IF NOT EXISTS | OR REPLACE] name
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+```
+
+##### RQ.SRS-006.RBAC.Role.Alter
+version: 1.0
+
+[ClickHouse] SHALL support altering one **role** using `ALTER ROLE` statement.
+
+##### RQ.SRS-006.RBAC.Role.Alter.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support altering one **role** using `ALTER ROLE IF EXISTS` statement, where no exception
+will be thrown if the role does not exist.
+
+##### RQ.SRS-006.RBAC.Role.Alter.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support altering one **role** using `ALTER ROLE role ON CLUSTER` statement to specify the
+cluster location of the specified role.
+
+##### RQ.SRS-006.RBAC.Role.Alter.Rename
+version: 1.0
+
+[ClickHouse] SHALL support altering one **role** using `ALTER ROLE role RENAME TO` statement which renames the
+role to a specified new name. If the new name already exists, that an exception SHALL be raised unless the
+`IF EXISTS` clause is specified, by which no exception will be raised and nothing will change.
+
+##### RQ.SRS-006.RBAC.Role.Alter.Settings
+version: 1.0
+
+[ClickHouse] SHALL support altering the settings of one **role** using `ALTER ROLE role SETTINGS ...` statement.
+Altering variable values, creating max and min values, specifying readonly or writable, and specifying the
+profiles for which this alter change shall be applied to, are all supported, using the following syntax.
+
+```sql
+[SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+```
+
+One or more variables and profiles may be specified as shown above.
+
+##### RQ.SRS-006.RBAC.Role.Alter.Syntax
+version: 1.0
+
+```sql
+ALTER ROLE [IF EXISTS] name [ON CLUSTER cluster_name]
+    [RENAME TO new_name]
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+```
+
+##### RQ.SRS-006.RBAC.Role.Drop
+version: 1.0
+
+[ClickHouse] SHALL support removing one or more roles using `DROP ROLE` statement.
+
+##### RQ.SRS-006.RBAC.Role.Drop.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support using `IF EXISTS` clause in the `DROP ROLE` statement
+to skip raising an exception if the role does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be
+raised if a role does not exist.
+
+##### RQ.SRS-006.RBAC.Role.Drop.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support using `ON CLUSTER` clause in the `DROP ROLE` statement to specify the cluster from which to drop the specified role.
+
+##### RQ.SRS-006.RBAC.Role.Drop.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `DROP ROLE` statement
+
+``` sql
+DROP ROLE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
+```
+
+##### RQ.SRS-006.RBAC.Role.ShowCreate
+version: 1.0
+
+[ClickHouse] SHALL support viewing the settings for a role upon creation with the `SHOW CREATE ROLE`
+statement.
+
+##### RQ.SRS-006.RBAC.Role.ShowCreate.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `SHOW CREATE ROLE` command.
+
+```sql
+SHOW CREATE ROLE name
+```
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.To
+version: 1.0
+
+[ClickHouse] SHALL support granting privileges to one or more users or roles using `TO` clause
+in the `GRANT PRIVILEGE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.ToCurrentUser
+version: 1.0
+
+[ClickHouse] SHALL support granting privileges to current user using `TO CURRENT_USER` clause
+in the `GRANT PRIVILEGE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Select
+version: 1.0
+
+[ClickHouse] SHALL support granting the **select** privilege to one or more users or roles
+for a database or a table using the `GRANT SELECT` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Insert
+version: 1.0
+
+[ClickHouse] SHALL support granting the **insert** privilege to one or more users or roles
+for a database or a table using the `GRANT INSERT` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Alter
+version: 1.0
+
+[ClickHouse] SHALL support granting the **alter** privilege to one or more users or roles
+for a database or a table using the `GRANT ALTER` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Create
+version: 1.0
+
+[ClickHouse] SHALL support granting the **create** privilege to one or more users or roles
+for a database or a table using the `GRANT CREATE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Drop
+version: 1.0
+
+[ClickHouse] SHALL support granting the **drop** privilege to one or more users or roles
+for a database or a table using the `GRANT DROP` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Truncate
+version: 1.0
+
+[ClickHouse] SHALL support granting the **truncate** privilege to one or more users or roles
+for a database or a table using `GRANT TRUNCATE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Optimize
+version: 1.0
+
+[ClickHouse] SHALL support granting the **optimize** privilege to one or more users or roles
+for a database or a table using `GRANT OPTIMIZE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Show
+version: 1.0
+
+[ClickHouse] SHALL support granting the **show** privilege to one or more users or roles
+for a database or a table using `GRANT SHOW` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.KillQuery
+version: 1.0
+
+[ClickHouse] SHALL support granting the **kill query** privilege to one or more users or roles
+for a database or a table using `GRANT KILL QUERY` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.AccessManagement
+version: 1.0
+
+[ClickHouse] SHALL support granting the **access management** privileges to one or more users or roles
+for a database or a table using `GRANT ACCESS MANAGEMENT` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.System
+version: 1.0
+
+[ClickHouse] SHALL support granting the **system** privileges to one or more users or roles
+for a database or a table using `GRANT SYSTEM` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Introspection
+version: 1.0
+
+[ClickHouse] SHALL support granting the **introspection** privileges to one or more users or roles
+for a database or a table using `GRANT INTROSPECTION` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Sources
+version: 1.0
+
+[ClickHouse] SHALL support granting the **sources** privileges to one or more users or roles
+for a database or a table using `GRANT SOURCES` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.DictGet
+version: 1.0
+
+[ClickHouse] SHALL support granting the **dictGet** privilege to one or more users or roles
+for a database or a table using `GRANT dictGet` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.None
+version: 1.0
+
+[ClickHouse] SHALL support granting no privileges to one or more users or roles
+for a database or a table using `GRANT NONE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.All
+version: 1.0
+
+[ClickHouse] SHALL support granting the **all** privileges to one or more users or roles
+for a database or a table using the `GRANT ALL` or `GRANT ALL PRIVILEGES` statements.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting the **grant option** privilege to one or more users or roles
+for a database or a table using the `WITH GRANT OPTION` clause in the `GRANT` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.On
+version: 1.0
+
+[ClickHouse] SHALL support the `ON` clause in the `GRANT` privilege statement
+which SHALL allow to specify one or more tables to which the privilege SHALL
+be granted using the following patterns
+
+* `*.*` any table in any database
+* `database.*` any table in the specified database
+* `database.table` specific table in the specified database
+* `*` any table in the current database
+* `table` specific table in the current database
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.PrivilegeColumns
+version: 1.0
+
+[ClickHouse] SHALL support granting the privilege **some_privilege** to one or more users or roles
+for a database or a table using the `GRANT some_privilege(column)` statement for one column.
+Multiple columns will be supported with `GRANT some_privilege(column1, column2...)` statement.
+The privileges will be granted for only the specified columns.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying cluster on which to grant privileges using the `ON CLUSTER`
+clause in the `GRANT PRIVILEGE` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Privilege.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `GRANT` statement that
+grants explicit privileges to a user or a role.
+
+```sql
+GRANT [ON CLUSTER cluster_name] privilege[(column_name [,...])] [,...]
+    ON {db.table|db.*|*.*|table|*}
+    TO {user | role | CURRENT_USER} [,...]
+    [WITH GRANT OPTION]
+```
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support revoking privileges to one or more users or roles
+for a database or a table on some specific cluster using the `REVOKE ON CLUSTER cluster_name` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Any
+version: 1.0
+
+[ClickHouse] SHALL support revoking ANY privilege to one or more users or roles
+for a database or a table using the `REVOKE some_privilege` statement.
+**some_privilege** refers to any Clickhouse defined privilege, whose hierarchy includes
+SELECT, INSERT, ALTER, CREATE, DROP, TRUNCATE, OPTIMIZE, SHOW, KILL QUERY, ACCESS MANAGEMENT,
+SYSTEM, INTROSPECTION, SOURCES, dictGet and all of their sub-privileges.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Select
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **select** privilege to one or more users or roles
+for a database or a table using the `REVOKE SELECT` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Insert
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **insert** privilege to one or more users or roles
+for a database or a table using the `REVOKE INSERT` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Alter
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **alter** privilege to one or more users or roles
+for a database or a table using the `REVOKE ALTER` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Create
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **create** privilege to one or more users or roles
+for a database or a table using the `REVOKE CREATE` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Drop
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **drop** privilege to one or more users or roles
+for a database or a table using the `REVOKE DROP` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Truncate
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **truncate** privilege to one or more users or roles
+for a database or a table using the `REVOKE TRUNCATE` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Optimize
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **optimize** privilege to one or more users or roles
+for a database or a table using the `REVOKE OPTIMIZE` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Show
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **show** privilege to one or more users or roles
+for a database or a table using the `REVOKE SHOW` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.KillQuery
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **kill query** privilege to one or more users or roles
+for a database or a table using the `REVOKE KILL QUERY` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.AccessManagement
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **access management** privilege to one or more users or roles
+for a database or a table using the `REVOKE ACCESS MANAGEMENT` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.System
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **system** privilege to one or more users or roles
+for a database or a table using the `REVOKE SYSTEM` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Introspection
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **introspection** privilege to one or more users or roles
+for a database or a table using the `REVOKE INTROSPECTION` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Sources
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **sources** privilege to one or more users or roles
+for a database or a table using the `REVOKE SOURCES` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.DictGet
+version: 1.0
+
+[ClickHouse] SHALL support revoking the **dictGet** privilege to one or more users or roles
+for a database or a table using the `REVOKE dictGet` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.PrivelegeColumns
+version: 1.0
+
+[ClickHouse] SHALL support revoking the privilege **some_privilege** to one or more users or roles
+for a database or a table using the `REVOKE some_privilege(column)` statement for one column.
+Multiple columns will be supported with `REVOKE some_privilege(column1, column2...)` statement.
+The privileges will be revoked for only the specified columns.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Multiple
+version: 1.0
+
+[ClickHouse] SHALL support revoking MULTIPLE **privileges** to one or more users or roles
+for a database or a table using the `REVOKE privilege1, privilege2...` statement.
+**privileges** refers to any set of Clickhouse defined privilege, whose hierarchy includes
+SELECT, INSERT, ALTER, CREATE, DROP, TRUNCATE, OPTIMIZE, SHOW, KILL QUERY, ACCESS MANAGEMENT,
+SYSTEM, INTROSPECTION, SOURCES, dictGet and all of their sub-privileges.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.All
+version: 1.0
+
+[ClickHouse] SHALL support revoking **all** privileges to one or more users or roles
+for a database or a table using the `REVOKE ALL` or `REVOKE ALL PRIVILEGES` statements.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.None
+version: 1.0
+
+[ClickHouse] SHALL support revoking **no** privileges to one or more users or roles
+for a database or a table using the `REVOKE NONE` statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.On
+version: 1.0
+
+[ClickHouse] SHALL support the `ON` clause in the `REVOKE` privilege statement
+which SHALL allow to specify one or more tables to which the privilege SHALL
+be revoked using the following patterns
+
+* `db.table` specific table in the specified database
+* `db.*` any table in the specified database
+* `*.*` any table in any database
+* `table` specific table in the current database
+* `*` any table in the current database
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.From
+version: 1.0
+
+[ClickHouse] SHALL support the `FROM` clause in the `REVOKE` privilege statement
+which SHALL allow to specify one or more users to which the privilege SHALL
+be revoked using the following patterns
+
+* `{user | CURRENT_USER} [,...]` some combination of users by name, which may include the current user
+* `ALL` all users
+* `ALL EXCEPT {user | CURRENT_USER} [,...]` the logical reverse of the first pattern
+
+##### RQ.SRS-006.RBAC.Revoke.Privilege.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `REVOKE` statement that
+revokes explicit privileges of a user or a role.
+
+```sql
+REVOKE [ON CLUSTER cluster_name] privilege
+    [(column_name [,...])] [,...]
+    ON {db.table|db.*|*.*|table|*}
+    FROM {user | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user | CURRENT_USER} [,...]
+```
+
+##### RQ.SRS-006.RBAC.PartialRevoke.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support partial revokes by using `partial_revokes` variable
+that can be set or unset using the following syntax.
+
+To disable partial revokes the `partial_revokes` variable SHALL be set to `0`
+
+```sql
+SET partial_revokes = 0
+```
+
+To enable partial revokes the `partial revokes` variable SHALL be set to `1`
+
+```sql
+SET partial_revokes = 1
+```
+
+##### RQ.SRS-006.RBAC.Grant.Role
+version: 1.0
+
+[ClickHouse] SHALL support granting one or more roles to
+one or more users or roles using the `GRANT` role statement.
+
+##### RQ.SRS-006.RBAC.Grant.Role.CurrentUser
+version: 1.0
+
+[ClickHouse] SHALL support granting one or more roles to current user using
+`TO CURRENT_USER` clause in the `GRANT` role statement.
+
+##### RQ.SRS-006.RBAC.Grant.Role.AdminOption
+version: 1.0
+
+[ClickHouse] SHALL support granting `admin option` privilege
+to one or more users or roles using the `WITH ADMIN OPTION` clause
+in the `GRANT` role statement.
+
+##### RQ.SRS-006.RBAC.Grant.Role.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying cluster on which the user is to be granted one or more roles
+using `ON CLUSTER` clause in the `GRANT` statement.
+
+##### RQ.SRS-006.RBAC.Grant.Role.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for `GRANT` role statement
+
+``` sql
+GRANT
+    ON CLUSTER cluster_name
+    role [, role ...]
+    TO {user | role | CURRENT_USER} [,...]
+    [WITH ADMIN OPTION]
+```
+
+##### RQ.SRS-006.RBAC.Revoke.Role
+version: 1.0
+
+[ClickHouse] SHALL support revoking one or more roles from
+one or more users or roles using the `REVOKE` role statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Role.Keywords
+version: 1.0
+
+[ClickHouse] SHALL support revoking one or more roles from
+special groupings of one or more users or roles with the `ALL`, `ALL EXCEPT`,
+and `CURRENT_USER` keywords.
+
+##### RQ.SRS-006.RBAC.Revoke.Role.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support revoking one or more roles from
+one or more users or roles from one or more clusters
+using the `REVOKE ON CLUSTER` role statement.
+
+##### RQ.SRS-006.RBAC.Revoke.AdminOption
+version: 1.0
+
+[ClickHouse] SHALL support revoking `admin option` privilege
+in one or more users or roles using the `ADMIN OPTION FOR` clause
+in the `REVOKE` role statement.
+
+##### RQ.SRS-006.RBAC.Revoke.Role.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `REVOKE` role statement
+
+```sql
+REVOKE [ON CLUSTER cluster_name] [ADMIN OPTION FOR]
+    role [,...]
+    FROM {user | role | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user_name | role_name | CURRENT_USER} [,...]
+```
+
+##### RQ.SRS-006.RBAC.Show.Grants
+version: 1.0
+
+[ClickHouse] SHALL support listing all the privileges granted to current user and role
+using the `SHOW GRANTS` statement.
+
+##### RQ.SRS-006.RBAC.Show.Grants.For
+version: 1.0
+
+[ClickHouse] SHALL support listing all the privileges granted to a user or a role
+using the `FOR` clause in the `SHOW GRANTS` statement.
+
+##### RQ.SRS-006.RBAC.Show.Grants.Syntax
+version: 1.0
+
+[Clickhouse] SHALL use the following syntax for the `SHOW GRANTS` statement
+
+``` sql
+SHOW GRANTS [FOR user_or_role]
+```
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create
+version: 1.0
+
+[ClickHouse] SHALL support creating settings profile using the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.IfNotExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF NOT EXISTS` clause in the `CREATE SETTINGS PROFILE` statement
+to skip raising an exception if a settings profile with the same **name** already exists.
+If `IF NOT EXISTS` clause is not specified then an exception SHALL be raised if
+a settings profile with the same **name** already exists.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Replace
+version: 1.0
+
+[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE SETTINGS PROFILE` statement
+to replace existing settings profile if it already exists.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Variables
+version: 1.0
+
+[ClickHouse] SHALL support assigning values and constraints to one or more
+variables in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Variables.Value
+version: 1.0
+
+[ClickHouse] SHALL support assigning variable value in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Variables.Constraints
+version: 1.0
+
+[ClickHouse] SHALL support setting `MIN`, `MAX`, `READONLY`, and `WRITABLE`
+constraints for the variables in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment
+version: 1.0
+
+[ClickHouse] SHALL support assigning settings profile to one or more users
+or roles in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.None
+version: 1.0
+
+[ClickHouse] SHALL support assigning settings profile to no users or roles using
+`TO NONE` clause in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.All
+version: 1.0
+
+[ClickHouse] SHALL support assigning settings profile to all current users and roles
+using `TO ALL` clause in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support excluding assignment to one or more users or roles using
+the `ALL EXCEPT` clause in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Inherit
+version: 1.0
+
+[ClickHouse] SHALL support inheriting profile settings from indicated profile using
+the `INHERIT` clause in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying what cluster to create settings profile on
+using `ON CLUSTER` clause in the `CREATE SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Create.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `CREATE SETTINGS PROFILE` statement.
+
+``` sql
+CREATE SETTINGS PROFILE [IF NOT EXISTS | OR REPLACE] name
+    [ON CLUSTER cluster_name]
+    [SET varname [= value] [MIN min] [MAX max] [READONLY|WRITABLE] | [INHERIT 'profile_name'] [,...]]
+    [TO {user_or_role [,...] | NONE | ALL | ALL EXCEPT user_or_role [,...]}]
+```
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter
+version: 1.0
+
+[ClickHouse] SHALL support altering settings profile using the `ALTER STETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF EXISTS` clause in the `ALTER SETTINGS PROFILE` statement
+to not raise exception if a settings profile does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be
+raised if a settings profile does not exist.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Rename
+version: 1.0
+
+[ClickHouse] SHALL support renaming settings profile using the `RANAME TO` clause
+in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables
+version: 1.0
+
+[ClickHouse] SHALL support altering values and constraints of one or more
+variables in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables.Value
+version: 1.0
+
+[ClickHouse] SHALL support altering value of the variable in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables.Constraints
+version: 1.0
+
+[ClickHouse] SHALL support altering `MIN`, `MAX`, `READONLY`, and `WRITABLE`
+constraints for the variables in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment
+version: 1.0
+
+[ClickHouse] SHALL support reassigning settings profile to one or more users
+or roles using the `TO` clause in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.None
+version: 1.0
+
+[ClickHouse] SHALL support reassigning settings profile to no users or roles using the
+`TO NONE` clause in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.All
+version: 1.0
+
+[ClickHouse] SHALL support reassigning settings profile to all current users and roles
+using the `TO ALL` clause in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support excluding assignment to one or more users or roles using
+the `TO ALL EXCEPT` clause in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.Inherit
+version: 1.0
+
+[ClickHouse] SHALL support altering the settings profile by inheriting settings from
+specified profile using `INHERIT` clause in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support altering the settings profile on a specified cluster using
+`ON CLUSTER` clause in the `ALTER SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Alter.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `ALTER SETTINGS PROFILE` statement.
+
+``` sql
+ALTER SETTINGS PROFILE [IF EXISTS] name
+    [ON CLUSTER cluster_name]
+    [RENAME TO new_name]
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]
+    [TO {user_or_role [,...] | NONE | ALL | ALL EXCEPT user_or_role [,...]]}
+```
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Drop
+version: 1.0
+
+[ClickHouse] SHALL support removing one or more settings profiles using the `DROP SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Drop.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support using `IF EXISTS` clause in the `DROP SETTINGS PROFILE` statement
+to skip raising an exception if the settings profile does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be
+raised if a settings profile does not exist.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Drop.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support dropping one or more settings profiles on specified cluster using
+`ON CLUSTER` clause in the `DROP SETTINGS PROFILE` statement.
+
+##### RQ.SRS-006.RBAC.SettingsProfile.Drop.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `DROP SETTINGS PROFILE` statement
+
+``` sql
+DROP SETTINGS PROFILE [IF EXISTS] name [,name,...]
+```
+
+##### RQ.SRS-006.RBAC.SettingsProfile.ShowCreateSettingsProfile
+version: 1.0
+
+[ClickHouse] SHALL support showing the `CREATE SETTINGS PROFILE` statement used to create the settings profile
+using the `SHOW CREATE SETTINGS PROFILE` statement with the following syntax
+
+``` sql
+SHOW CREATE SETTINGS PROFILE name
+```
+
+##### RQ.SRS-006.RBAC.Quota.Create
+version: 1.0
+
+[ClickHouse] SHALL support creating quotas using the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.IfNotExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF NOT EXISTS` clause in the `CREATE QUOTA` statement
+to skip raising an exception if a quota with the same **name** already exists.
+If `IF NOT EXISTS` clause is not specified then an exception SHALL be raised if
+a quota with the same **name** already exists.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Replace
+version: 1.0
+
+[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE QUOTA` statement
+to replace existing quota if it already exists.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support creating quotas on a specific cluster with the
+`ON CLUSTER` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Interval
+version: 1.0
+
+[ClickHouse] SHALL support defining the quota interval that specifies
+a period of time over for which the quota SHALL apply using the
+`FOR INTERVAL` clause in the `CREATE QUOTA` statement.
+
+This statement SHALL also support a number and a time period which will be one
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
+
+`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some real number
+to define the interval.
+
+
+##### RQ.SRS-006.RBAC.Quota.Create.Interval.Randomized
+version: 1.0
+
+[ClickHouse] SHALL support defining the quota randomized interval that specifies
+a period of time over for which the quota SHALL apply using the
+`FOR RANDOMIZED INTERVAL` clause in the `CREATE QUOTA` statement.
+
+This statement SHALL also support a number and a time period which will be one
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
+
+`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some
+real number to define the interval.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Queries
+version: 1.0
+
+[ClickHouse] SHALL support limiting number of requests over a period of time
+using the `QUERIES` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Errors
+version: 1.0
+
+[ClickHouse] SHALL support limiting number of queries that threw an exception
+using the `ERRORS` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.ResultRows
+version: 1.0
+
+[ClickHouse] SHALL support limiting the total number of rows given as the result
+using the `RESULT ROWS` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.ReadRows
+version: 1.0
+
+[ClickHouse] SHALL support limiting the total number of source rows read from tables
+for running the query on all remote servers
+using the `READ ROWS` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.ResultBytes
+version: 1.0
+
+[ClickHouse] SHALL support limiting the total number of bytes that can be returned as the result
+using the `RESULT BYTES` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.ReadBytes
+version: 1.0
+
+[ClickHouse] SHALL support limiting the total number of source bytes read from tables
+for running the query on all remote servers
+using the `READ BYTES` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.ExecutionTime
+version: 1.0
+
+[ClickHouse] SHALL support limiting the maximum query execution time
+using the `EXECUTION TIME` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.NoLimits
+version: 1.0
+
+[ClickHouse] SHALL support limiting the maximum query execution time
+using the `NO LIMITS` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.TrackingOnly
+version: 1.0
+
+[ClickHouse] SHALL support limiting the maximum query execution time
+using the `TRACKING ONLY` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.KeyedBy
+version: 1.0
+
+[ClickHouse] SHALL support to track quota for some key
+following the `KEYED BY` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.KeyedByOptions
+version: 1.0
+
+[ClickHouse] SHALL support to track quota separately for some parameter
+using the `KEYED BY 'parameter'` clause in the `CREATE QUOTA` statement.
+
+'parameter' can be one of:
+`{'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}`
+
+##### RQ.SRS-006.RBAC.Quota.Create.Assignment
+version: 1.0
+
+[ClickHouse] SHALL support assigning quota to one or more users
+or roles using the `TO` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Assignment.None
+version: 1.0
+
+[ClickHouse] SHALL support assigning quota to no users or roles using
+`TO NONE` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Assignment.All
+version: 1.0
+
+[ClickHouse] SHALL support assigning quota to all current users and roles
+using `TO ALL` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Assignment.Except
+version: 1.0
+
+[ClickHouse] SHALL support excluding assignment of quota to one or more users or roles using
+the `EXCEPT` clause in the `CREATE QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Create.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `CREATE QUOTA` statement
+
+```sql
+CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
+    [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+        {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
+         NO LIMITS | TRACKING ONLY} [,...]]
+    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
+```
+
+##### RQ.SRS-006.RBAC.Quota.Alter
+version: 1.0
+
+[ClickHouse] SHALL support altering quotas using the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF EXISTS` clause in the `ALTER QUOTA` statement
+to skip raising an exception if a quota does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be raised if
+a quota does not exist.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Rename
+version: 1.0
+
+[ClickHouse] SHALL support `RENAME TO` clause in the `ALTER QUOTA` statement
+to rename the quota to the specified name.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support altering quotas on a specific cluster with the
+`ON CLUSTER` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Interval
+version: 1.0
+
+[ClickHouse] SHALL support redefining the quota interval that specifies
+a period of time over for which the quota SHALL apply using the
+`FOR INTERVAL` clause in the `ALTER QUOTA` statement.
+
+This statement SHALL also support a number and a time period which will be one
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
+
+`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some real number
+to define the interval.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Interval.Randomized
+version: 1.0
+
+[ClickHouse] SHALL support redefining the quota randomized interval that specifies
+a period of time over for which the quota SHALL apply using the
+`FOR RANDOMIZED INTERVAL` clause in the `ALTER QUOTA` statement.
+
+This statement SHALL also support a number and a time period which will be one
+of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:
+
+`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some
+real number to define the interval.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Queries
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of number of requests over a period of time
+using the `QUERIES` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Errors
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of number of queries that threw an exception
+using the `ERRORS` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.ResultRows
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of the total number of rows given as the result
+using the `RESULT ROWS` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.ReadRows
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of the total number of source rows read from tables
+for running the query on all remote servers
+using the `READ ROWS` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.ALter.ResultBytes
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of the total number of bytes that can be returned as the result
+using the `RESULT BYTES` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.ReadBytes
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of the total number of source bytes read from tables
+for running the query on all remote servers
+using the `READ BYTES` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.ExecutionTime
+version: 1.0
+
+[ClickHouse] SHALL support altering the limit of the maximum query execution time
+using the `EXECUTION TIME` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.NoLimits
+version: 1.0
+
+[ClickHouse] SHALL support limiting the maximum query execution time
+using the `NO LIMITS` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.TrackingOnly
+version: 1.0
+
+[ClickHouse] SHALL support limiting the maximum query execution time
+using the `TRACKING ONLY` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.KeyedBy
+version: 1.0
+
+[ClickHouse] SHALL support altering quota to track quota separately for some key
+following the `KEYED BY` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.KeyedByOptions
+version: 1.0
+
+[ClickHouse] SHALL support altering quota to track quota separately for some parameter
+using the `KEYED BY 'parameter'` clause in the `ALTER QUOTA` statement.
+
+'parameter' can be one of:
+`{'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}`
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Assignment
+version: 1.0
+
+[ClickHouse] SHALL support reassigning quota to one or more users
+or roles using the `TO` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Assignment.None
+version: 1.0
+
+[ClickHouse] SHALL support reassigning quota to no users or roles using
+`TO NONE` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Assignment.All
+version: 1.0
+
+[ClickHouse] SHALL support reassigning quota to all current users and roles
+using `TO ALL` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Assignment.Except
+version: 1.0
+
+[ClickHouse] SHALL support excluding assignment of quota to one or more users or roles using
+the `EXCEPT` clause in the `ALTER QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Alter.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `ALTER QUOTA` statement
+
+``` sql
+ALTER QUOTA [IF EXIST] name
+    {{{QUERIES | ERRORS | RESULT ROWS | READ ROWS | RESULT BYTES | READ BYTES | EXECUTION TIME} number} [, ...] FOR INTERVAL number time_unit} [, ...]
+    [KEYED BY USERNAME | KEYED BY IP | NOT KEYED] [ALLOW CUSTOM KEY | DISALLOW CUSTOM KEY]
+    [TO {user_or_role [,...] | NONE | ALL} [EXCEPT user_or_role [,...]]]
+```
+
+##### RQ.SRS-006.RBAC.Quota.Drop
+version: 1.0
+
+[ClickHouse] SHALL support removing one or more quotas using the `DROP QUOTA` statement.
+
+##### RQ.SRS-006.RBAC.Quota.Drop.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support using `IF EXISTS` clause in the `DROP QUOTA` statement
+to skip raising an exception when the quota does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be
+raised if the quota does not exist.
+
+##### RQ.SRS-006.RBAC.Quota.Drop.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support using `ON CLUSTER` clause in the `DROP QUOTA` statement
+to indicate the cluster the quota to be dropped is located on.
+
+##### RQ.SRS-006.RBAC.Quota.Drop.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `DROP QUOTA` statement
+
+``` sql
+DROP QUOTA [IF EXISTS] name [,name...]
+```
+
+##### RQ.SRS-006.RBAC.Quota.ShowQuotas
+version: 1.0
+
+[ClickHouse] SHALL support showing all of the current quotas
+using the `SHOW QUOTAS` statement with the following syntax
+
+##### RQ.SRS-006.RBAC.Quota.ShowQuotas.IntoOutfile
+version: 1.0
+
+[ClickHouse] SHALL support the `INTO OUTFILE` clause in the `SHOW QUOTAS` statement to define an outfile by some given string literal.
+
+##### RQ.SRS-006.RBAC.Quota.ShowQuotas.Format
+version: 1.0
+
+[ClickHouse] SHALL support the `FORMAT` clause in the `SHOW QUOTAS` statement to define a format for the output quota list.
+
+The types of valid formats are many, listed in output column:
+https://clickhouse.tech/docs/en/interfaces/formats/
+
+##### RQ.SRS-006.RBAC.Quota.ShowQuotas.Settings
+version: 1.0
+
+[ClickHouse] SHALL support the `SETTINGS` clause in the `SHOW QUOTAS` statement to define settings in the showing of all quotas.
+
+
+##### RQ.SRS-006.RBAC.Quota.ShowQuotas.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support using the `SHOW QUOTAS` statement
+with the following syntax
+``` sql
+SHOW QUOTAS
+```
+##### RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Name
+version: 1.0
+
+[ClickHouse] SHALL support showing the `CREATE QUOTA` statement used to create the quota with some given name
+using the `SHOW CREATE QUOTA` statement with the following syntax
+
+``` sql
+SHOW CREATE QUOTA name
+```
+
+##### RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Current
+version: 1.0
+
+[ClickHouse] SHALL support showing the `CREATE QUOTA` statement used to create the CURRENT quota
+using the `SHOW CREATE QUOTA CURRENT` statement or the shorthand form
+`SHOW CREATE QUOTA`
+
+##### RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax when
+using the `SHOW CREATE QUOTA` statement.
+
+```sql
+SHOW CREATE QUOTA [name | CURRENT]
+```
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create
+version: 1.0
+
+[ClickHouse] SHALL support creating row policy using the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.IfNotExists
+version: 1.0
+
+[ClickHouse] SHALL support `IF NOT EXISTS` clause in the `CREATE ROW POLICY` statement
+to skip raising an exception if a row policy with the same **name** already exists.
+If the `IF NOT EXISTS` clause is not specified then an exception SHALL be raised if
+a row policy with the same **name** already exists.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Replace
+version: 1.0
+
+[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE ROW POLICY` statement
+to replace existing row policy if it already exists.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying cluster on which to create the role policy
+using the `ON CLUSTER` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.On
+version: 1.0
+
+[ClickHouse] SHALL support specifying table on which to create the role policy
+using the `ON` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Access
+version: 1.0
+
+[ClickHouse] SHALL support allowing or restricting access to rows using the
+`AS` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Access.Permissive
+version: 1.0
+
+[ClickHouse] SHALL support allowing access to rows using the
+`AS PERMISSIVE` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Access.Restrictive
+version: 1.0
+
+[ClickHouse] SHALL support restricting access to rows using the
+`AS RESTRICTIVE` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.ForSelect
+version: 1.0
+
+[ClickHouse] SHALL support specifying which rows are affected
+using the `FOR SELECT` clause in the `CREATE ROW POLICY` statement.
+REQUIRES CONFIRMATION
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Condition
+version: 1.0
+
+[ClickHouse] SHALL support specifying a condition that
+that can be any SQL expression which returns a boolean using the `USING`
+clause in the `CREATE ROW POLOCY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Assignment
+version: 1.0
+
+[ClickHouse] SHALL support assigning row policy to one or more users
+or roles using the `TO` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.None
+version: 1.0
+
+[ClickHouse] SHALL support assigning row policy to no users or roles using
+the `TO NONE` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.All
+version: 1.0
+
+[ClickHouse] SHALL support assigning row policy to all current users and roles
+using `TO ALL` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support excluding assignment of row policy to one or more users or roles using
+the `ALL EXCEPT` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Create.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `CRETE ROW POLICY` statement
+
+``` sql
+CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name [ON CLUSTER cluster_name] ON [db.]table
+    [AS {PERMISSIVE | RESTRICTIVE}]
+    [FOR SELECT]
+    [USING condition]
+    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
+```
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter
+version: 1.0
+
+[ClickHouse] SHALL support altering row policy using the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support the `IF EXISTS` clause in the `ALTER ROW POLICY` statement
+to skip raising an exception if a row policy does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be raised if
+a row policy does not exist.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.ForSelect
+version: 1.0
+
+[ClickHouse] SHALL support modifying rows on which to apply the row policy
+using the `FOR SELECT` clause in the `ALTER ROW POLICY` statement.
+REQUIRES FUNCTION CONFIRMATION.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support specifying cluster on which to alter the row policy
+using the `ON CLUSTER` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.On
+version: 1.0
+
+[ClickHouse] SHALL support specifying table on which to alter the row policy
+using the `ON` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Rename
+version: 1.0
+
+[ClickHouse] SHALL support renaming the row policy using the `RENAME` clause
+in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Access
+version: 1.0
+
+[ClickHouse] SHALL support altering access to rows using the
+`AS` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Access.Permissive
+version: 1.0
+
+[ClickHouse] SHALL support permitting access to rows using the
+`AS PERMISSIVE` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Access.Restrictive
+version: 1.0
+
+[ClickHouse] SHALL support restricting access to rows using the
+`AS RESTRICTIVE` clause in the `CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Condition
+version: 1.0
+
+[ClickHouse] SHALL support re-specifying the row policy condition
+using the `USING` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Condition.None
+version: 1.0
+
+[ClickHouse] SHALL support removing the row policy condition
+using the `USING NONE` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment
+version: 1.0
+
+[ClickHouse] SHALL support reassigning row policy to one or more users
+or roles using the `TO` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.None
+version: 1.0
+
+[ClickHouse] SHALL support reassigning row policy to no users or roles using
+the `TO NONE` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.All
+version: 1.0
+
+[ClickHouse] SHALL support reassigning row policy to all current users and roles
+using the `TO ALL` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.AllExcept
+version: 1.0
+
+[ClickHouse] SHALL support excluding assignment of row policy to one or more users or roles using
+the `ALL EXCEPT` clause in the `ALTER ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Alter.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `ALTER ROW POLICY` statement
+
+``` sql
+ALTER [ROW] POLICY [IF EXISTS] name [ON CLUSTER cluster_name] ON [database.]table
+    [RENAME TO new_name]
+    [AS {PERMISSIVE | RESTRICTIVE}]
+    [FOR SELECT]
+    [USING {condition | NONE}][,...]
+    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
+```
+
+##### RQ.SRS-006.RBAC.RowPolicy.Drop
+version: 1.0
+
+[ClickHouse] SHALL support removing one or more row policies using the `DROP ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Drop.IfExists
+version: 1.0
+
+[ClickHouse] SHALL support using the `IF EXISTS` clause in the `DROP ROW POLICY` statement
+to skip raising an exception when the row policy does not exist.
+If the `IF EXISTS` clause is not specified then an exception SHALL be
+raised if the row policy does not exist.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Drop.On
+version: 1.0
+
+[ClickHouse] SHALL support removing row policy from one or more specified tables
+using the `ON` clause in the `DROP ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Drop.OnCluster
+version: 1.0
+
+[ClickHouse] SHALL support removing row policy from specified cluster
+using the `ON CLUSTER` clause in the `DROP ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.Drop.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for the `DROP ROW POLICY` statement.
+
+``` sql
+DROP [ROW] POLICY [IF EXISTS] name [,...] ON [database.]table [,...] [ON CLUSTER cluster_name]
+```
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy
+version: 1.0
+
+[ClickHouse] SHALL support showing the `CREATE ROW POLICY` statement used to create the row policy
+using the `SHOW CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy.On
+version: 1.0
+
+[ClickHouse] SHALL support showing statement used to create row policy on specific table
+using the `ON` in the `SHOW CREATE ROW POLICY` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for `SHOW CREATE ROW POLICY`.
+
+``` sql
+SHOW CREATE [ROW] POLICY name ON [database.]table
+```
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies
+version: 1.0
+
+[ClickHouse] SHALL support showing row policies using the `SHOW ROW POLICIES` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.On
+version: 1.0
+
+[ClickHouse] SHALL support showing row policies on a specific table
+using the `ON` clause in the `SHOW ROW POLICIES` statement.
+
+##### RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.Syntax
+version: 1.0
+
+[ClickHouse] SHALL support the following syntax for `SHOW ROW POLICIES`.
+
+```sql
+SHOW [ROW] POLICIES [ON [database.]table]
+```
+
+#### Table Privileges
+
+##### RQ.SRS-006.RBAC.Table.PublicTables
+version: 1.0
+
+[ClickHouse] SHALL support that a user without any privileges will be able to access the following tables
+
+* system.one
+* system.numbers
+* system.contributors
+* system.functions
+
+##### RQ.SRS-006.RBAC.Table.ShowTables
+version: 1.0
+
+[ClickHouse] SHALL add a table to the list of tables accessible through `SHOW TABLES` by a user if and only if
+that user has any privilege on that table, either directly or through a role.
+
+##### Distributed Tables
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.Create
+version: 1.0
+
+[ClickHouse] SHALL successfully `CREATE` a distributed table if and only if
+the user has **create table** privilege on the table and **remote** privilege on *.*.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.Select
+version: 1.0
+
+[ClickHouse] SHALL successfully `SELECT` from a distributed table if and only if
+the user has **select** privilege on the table and on the remote table specified in the `CREATE` query of the distributed table.
+
+Does not require **select** privilege for the remote table if the remote table does not exist on the same server as the user.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.Insert
+version: 1.0
+
+[ClickHouse] SHALL successfully `INSERT` into a distributed table if and only if
+the user has **insert** privilege on the table and on the remote table specified in the `CREATE` query of the distributed table.
+
+Does not require **insert** privilege for the remote table if the remote table does not exist on the same server as the user,
+insert executes into the remote table on a different server.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.SpecialTables
+version: 1.0
+
+[ClickHouse] SHALL successfully execute a query using a distributed table that uses one of the special tables if and only if
+the user has the necessary privileges to interact with that special table, either granted directly or through a role.
+Special tables include:
+* materialized view
+* distributed table
+* source table of a materialized view
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.LocalUser
+version: 1.0
+
+[ClickHouse] SHALL successfully execute a query using a distributed table from
+a user present locally, but not remotely.
+
+###### RQ.SRS-006.RBAC.Table.DistributedTable.SameUserDifferentNodesDifferentPrivileges
+version: 1.0
+
+[ClickHouse] SHALL successfully execute a query using a distributed table by a user that exists on multiple nodes
+if and only if the user has the required privileges on the node the query is being executed from.
+
+#### Views
+
+##### View
+
+###### RQ.SRS-006.RBAC.View
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to **create**, **select** and **drop**
+privileges for a view for users or roles.
+
+###### RQ.SRS-006.RBAC.View.Create
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `CREATE VIEW` command if and only if
+the user has **create view** privilege either explicitly or through roles.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE VIEW view AS SELECT * FROM source_table
+CREATE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+```
+
+###### RQ.SRS-006.RBAC.View.Select
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from a view if and only if
+the user has **select** privilege for that view either explicitly or through a role.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE VIEW view AS SELECT * FROM source_table
+CREATE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+
+SELECT * FROM view
+```
+
+###### RQ.SRS-006.RBAC.View.Drop
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if
+the user has **drop view** privilege on that view either explicitly or through a role.
+
+##### Materialized View
+
+###### RQ.SRS-006.RBAC.MaterializedView
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to **create**, **select**, **alter** and **drop**
+privileges for a materialized view for users or roles.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Create
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `CREATE MATERIALIZED VIEW` command if and only if
+the user has **create view** privilege either explicitly or through roles.
+
+If `POPULATE` is specified, the user must have `INSERT` privilege on the view,
+either explicitly or through roles.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view ENGINE = Memory POPULATE AS SELECT * FROM source_table
+```
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM source_table
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 JOIN table1 USING column
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE MATERIALIZED VIEW view0 ENGINE = Memory AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+```
+
+If the materialized view has a target table explicitly declared in the `TO` clause, the user must have
+**insert** and **select** privilege on the target table.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view TO target_table AS SELECT * FROM source_table
+```
+
+###### RQ.SRS-006.RBAC.MaterializedView.Select
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from a materialized view if and only if
+the user has **select** privilege for that view either explicitly or through a role.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM source_table
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 JOIN table1 USING column
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE MATERIALIZED VIEW view0 ENGINE = Memory AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+
+SELECT * FROM view
+```
+
+###### RQ.SRS-006.RBAC.MaterializedView.Select.TargetTable
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from the target table, implicit or explicit, of a materialized view if and only if
+the user has `SELECT` privilege for the table, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Select.SourceTable
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from the source table of a materialized view if and only if
+the user has `SELECT` privilege for the table, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Drop
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if
+the user has **drop view** privilege on that view either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.ModifyQuery
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `MODIFY QUERY` command if and only if
+the user has **modify query** privilege on that view either explicitly or through a role.
+
+If the new query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+ALTER TABLE view MODIFY QUERY SELECT * FROM source_table
+```
+
+###### RQ.SRS-006.RBAC.MaterializedView.Insert
+version: 1.0
+
+[ClickHouse] SHALL only succesfully `INSERT` into a materialized view if and only if
+the user has `INSERT` privilege on the view, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Insert.SourceTable
+version: 1.0
+
+[ClickHouse] SHALL only succesfully `INSERT` into a source table of a materialized view if and only if
+the user has `INSERT` privilege on the source table, either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.MaterializedView.Insert.TargetTable
+version: 1.0
+
+[ClickHouse] SHALL only succesfully `INSERT` into a target table of a materialized view if and only if
+the user has `INSERT` privelege on the target table, either explicitly or through a role.
+
+##### Live View
+
+###### RQ.SRS-006.RBAC.LiveView
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to **create**, **select**, **alter** and **drop**
+privileges for a live view for users or roles.
+
+###### RQ.SRS-006.RBAC.LiveView.Create
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `CREATE LIVE VIEW` command if and only if
+the user has **create view** privilege either explicitly or through roles.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE LIVE VIEW view AS SELECT * FROM source_table
+CREATE LIVE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE LIVE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE LIVE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE LIVE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE LIVE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+```
+
+###### RQ.SRS-006.RBAC.LiveView.Select
+version: 1.0
+
+[ClickHouse] SHALL only successfully `SELECT` from a live view if and only if
+the user has **select** privilege for that view either explicitly or through a role.
+
+If the stored query includes one or more source tables, the user must have **select** privilege
+on all the source tables either explicitly or through a role.
+For example,
+```sql
+CREATE LIVE VIEW view AS SELECT * FROM source_table
+CREATE LIVE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))
+CREATE LIVE VIEW view AS SELECT * FROM table0 JOIN table1 USING column
+CREATE LIVE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2
+CREATE LIVE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))
+CREATE LIVE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2
+
+SELECT * FROM view
+```
+
+###### RQ.SRS-006.RBAC.LiveView.Drop
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if
+the user has **drop view** privilege on that view either explicitly or through a role.
+
+###### RQ.SRS-006.RBAC.LiveView.Refresh
+version: 1.0
+
+[ClickHouse] SHALL only successfully execute an `ALTER LIVE VIEW REFRESH` command if and only if
+the user has **refresh** privilege on that view either explicitly or through a role.
+
+#### Privileges
+
+##### RQ.SRS-006.RBAC.Privileges.Usage
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **usage** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+##### Select
+
+###### RQ.SRS-006.RBAC.Privileges.Select
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **select** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `SELECT INTO` statements SHALL not to be executed, unless the user
+has the **select** privilege for the destination table
+either because of the explicit grant or through one of the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **select** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **select** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.Select.Column
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **select** privilege
+for one or more specified columns in a table to one or more **users** or **roles**.
+Any `SELECT INTO` statements SHALL not to be executed, unless the user
+has the **select** privilege for the destination column
+either because of the explicit grant or through one of the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **select** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `SELECT INTO` statements SHALL succeed only on nodes where
+the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **select** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **select** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **select** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to. Any `SELECT INTO` statements SHALL succeed
+when done by a user with privilege granted by a user with `GRANT OPTION`,
+either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **select** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to. Any `SELECT INTO` statements SHALL fail
+when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.Select.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **select** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### Insert
+
+###### RQ.SRS-006.RBAC.Privileges.Insert
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **insert** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `INSERT INTO` statements SHALL not to be executed, unless the user
+has the **insert** privilege for the destination table
+either because of the explicit grant or through one of the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **insert** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **insert** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.Column
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **insert** privilege
+for one or more specified columns in a table to one or more **users** or **roles**.
+Any `INSERT INTO` statements SHALL not to be executed, unless the user
+has the **insert** privilege for the destination column
+either because of the explicit grant or through one of the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **insert** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `INSERT INTO` statements SHALL succeed only on nodes where
+the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **insert** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **insert** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **insert** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to. Any `INSERT INTO` statements SHALL succeed
+when done by a user with privilege granted by a user with `GRANT OPTION`,
+either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **insert** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to. Any `INSERT INTO` statements SHALL fail
+when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.Insert.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **insert** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterColumn
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **AlterColumn** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL
+return an error, unless the user has the **alter column** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter column** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter column** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Column
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter column** privilege
+for one or more specified columns in a table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL return an error,
+ unless the user has the **alter column** privilege for the destination column
+either because of the explicit grant or through one of the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter column** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter column** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter column** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter column** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter column** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to. Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL fail
+when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterColumn.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter column** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterIndex
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements SHALL
+return an error, unless the user has the **alter index** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter index** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter index** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter index** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter index** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter index** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterIndex.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter index** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterConstraint
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements SHALL
+return an error, unless the user has the **alter constraint** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter constraint** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter constraint** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter constraint** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter constraint** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter constraint** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterConstraint.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter constraint** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### AlterTTL
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements SHALL
+return an error, unless the user has the **alter ttl** or **alter materialize ttl** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter ttl** or **alter materialize ttl** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter ttl** or **alter materialize ttl** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter ttl** or **alter materialize ttl** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter ttl** or **alter materialize ttl** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter ttl** or **alter materialize ttl** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterTTL.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter ttl** or **alter materialize ttl** privilege
+on tables created using the following engines
+
+* MergeTree
+
+##### AlterSettings
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**.
+Any `ALTER TABLE ... MODIFY SETTING setting` statements SHALL
+return an error, unless the user has the **alter settings** privilege for
+the destination table either because of the explicit grant or through one of
+the roles assigned to the user. The **alter settings** privilege allows
+modifying table engine settings. It doesn’t affect settings or server configuration parameters.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.Grant
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support revoking **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.Cluster
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter settings** privilege
+on a specified cluster to one or more **users** or **roles**.
+Any `ALTER TABLE ... MODIFY SETTING setting`
+statements SHALL succeed only on nodes where the table exists and privilege was granted.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting **alter settings** privilege
+for a database or a specific table to one or more **users** or **roles**
+with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to
+change access to the **alter settings** privilege by another user or role
+on the same or smaller scope that they have access to.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Grant
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+granting **alter settings** privilege to other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... MODIFY SETTING setting` statements SHALL
+succeed when done by a user with privilege granted by a user with
+`GRANT OPTION`, either directly or through an assigned role.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Revoke
+version: 1.0
+
+[ClickHouse] SHALL support a user with **grant option** privilege
+revoking **alter settings** privilege from other **users** or **roles** on the same
+or smaller scope that they have access to.
+Any `ALTER TABLE ... MODIFY SETTING setting` statements
+SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,
+either directly or through an assigned role, unless they have access otherwise.
+
+###### RQ.SRS-006.RBAC.Privileges.AlterSettings.TableEngines
+version: 1.0
+
+[ClickHouse] SHALL support controlling access to the **alter settings** privilege
+on tables created using the following engines
+
+* MergeTree
+* ReplacingMergeTree
+* SummingMergeTree
+* AggregatingMergeTree
+* CollapsingMergeTree
+* VersionedCollapsingMergeTree
+* GraphiteMergeTree
+* ReplicatedMergeTree
+* ReplicatedSummingMergeTree
+* ReplicatedReplacingMergeTree
+* ReplicatedAggregatingMergeTree
+* ReplicatedCollapsingMergeTree
+* ReplicatedVersionedCollapsingMergeTree
+* ReplicatedGraphiteMergeTree
+
+##### RQ.SRS-006.RBAC.Privileges.Delete
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **delete** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.Privileges.Alter
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **alter** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.Privileges.Create
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **create** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.Privileges.Drop
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **drop** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.Privileges.All
+version: 1.0
+
+[ClickHouse] SHALL include in the **all** privilege the same rights
+as provided by **usage**, **select**, **select columns**,
+**insert**, **delete**, **alter**, **create**, and **drop** privileges.
+
+##### RQ.SRS-006.RBAC.Privileges.All.GrantRevoke
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **all** privileges
+for a database or a specific table to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.Privileges.GrantOption
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **grant option** privilege
+for a database or a specific table to one or more **users** or **roles**.
+
+##### RQ.SRS-006.RBAC.Privileges.AdminOption
+version: 1.0
+
+[ClickHouse] SHALL support granting or revoking **admin option** privilege
+to one or more **users** or **roles**.
+
+#### Required Privileges
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.Create
+version: 1.0
+
+[ClickHouse] SHALL not allow any `CREATE` statements
+to be executed unless the user has the **create** privilege for the destination database
+either because of the explicit grant or through one of the roles assigned to the user.
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.Alter
+version: 1.0
+
+[ClickHouse] SHALL not allow any `ALTER` statements
+to be executed unless the user has the **alter** privilege for the destination table
+either because of the explicit grant or through one of the roles assigned to the user.
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.Drop
+version: 1.0
+
+[ClickHouse] SHALL not allow any `DROP` statements
+to be executed unless the user has the **drop** privilege for the destination database
+either because of the explicit grant or through one of the roles assigned to the user.
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.Drop.Table
+version: 1.0
+
+[ClickHouse] SHALL not allow any `DROP TABLE` statements
+to be executed unless the user has the **drop** privilege for the destination database or the table
+either because of the explicit grant or through one of the roles assigned to the user.
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.GrantRevoke
+version: 1.0
+
+[ClickHouse] SHALL not allow any `GRANT` or `REVOKE` statements
+to be executed unless the user has the **grant option** privilege
+for the privilege of the destination table
+either because of the explicit grant or through one of the roles assigned to the user.
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.Use
+version: 1.0
+
+[ClickHouse] SHALL not allow the `USE` statement to be executed
+unless the user has at least one of the privileges for the database
+or the table inside that database
+either because of the explicit grant or through one of the roles assigned to the user.
+
+##### RQ.SRS-006.RBAC.RequiredPrivileges.Admin
+version: 1.0
+
+[ClickHouse] SHALL not allow any of the following statements
+
+* `SYSTEM`
+* `SHOW`
+* `ATTACH`
+* `CHECK TABLE`
+* `DESCRIBE TABLE`
+* `DETACH`
+* `EXISTS`
+* `KILL QUERY`
+* `KILL MUTATION`
+* `OPTIMIZE`
+* `RENAME`
+* `TRUNCATE`
+
+to be executed unless the user has the **admin option** privilege
+through one of the roles with **admin option** privilege assigned to the user.
+
+## References
+
+* **ClickHouse:** https://clickhouse.tech
+* **GitHub repository:** https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/rbac/requirements/requirements.md
+* **Revision history:** https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/rbac/requirements/requirements.md
+* **Git:** https://git-scm.com/
+* **MySQL:** https://dev.mysql.com/doc/refman/8.0/en/account-management-statements.html
+* **PostgreSQL:** https://www.postgresql.org/docs/12/user-manag.html
+
+[ClickHouse]: https://clickhouse.tech
+[GitHub repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/rbac/requirements/requirements.md
+[Revision history]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/rbac/requirements/requirements.md
+[Git]: https://git-scm.com/
+[MySQL]: https://dev.mysql.com/doc/refman/8.0/en/account-management-statements.html
+[PostgreSQL]: https://www.postgresql.org/docs/12/user-manag.html
+''')
+
 RQ_SRS_006_RBAC = Requirement(
         name='RQ.SRS-006.RBAC',
         version='1.0',
@@ -14,9 +3751,9 @@ RQ_SRS_006_RBAC = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support role based access control.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Login = Requirement(
         name='RQ.SRS-006.RBAC.Login',
@@ -29,9 +3766,9 @@ RQ_SRS_006_RBAC_Login = Requirement(
         '[ClickHouse] SHALL only allow access to the server for a given\n'
         'user only when correct username and password are used during\n'
         'the connection to the server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Login_DefaultUser = Requirement(
         name='RQ.SRS-006.RBAC.Login.DefaultUser',
@@ -43,9 +3780,9 @@ RQ_SRS_006_RBAC_Login_DefaultUser = Requirement(
         description=(
         '[ClickHouse] SHALL use the **default user** when no username and password\n'
         'are specified during the connection to the server.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User = Requirement(
         name='RQ.SRS-006.RBAC.User',
@@ -58,9 +3795,9 @@ RQ_SRS_006_RBAC_User = Requirement(
         '[ClickHouse] SHALL support creation and manipulation of\n'
         'one or more **user** accounts to which roles, privileges,\n'
         'settings profile, quotas and row policies can be assigned.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Roles = Requirement(
         name='RQ.SRS-006.RBAC.User.Roles',
@@ -72,9 +3809,9 @@ RQ_SRS_006_RBAC_User_Roles = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning one or more **roles**\n'
         'to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Privileges = Requirement(
         name='RQ.SRS-006.RBAC.User.Privileges',
@@ -85,9 +3822,9 @@ RQ_SRS_006_RBAC_User_Privileges = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more privileges to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Variables = Requirement(
         name='RQ.SRS-006.RBAC.User.Variables',
@@ -98,9 +3835,9 @@ RQ_SRS_006_RBAC_User_Variables = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more variables to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Variables_Constraints = Requirement(
         name='RQ.SRS-006.RBAC.User.Variables.Constraints',
@@ -112,9 +3849,9 @@ RQ_SRS_006_RBAC_User_Variables_Constraints = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning min, max and read-only constraints\n'
         'for the variables that can be set and read by the **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_SettingsProfile = Requirement(
         name='RQ.SRS-006.RBAC.User.SettingsProfile',
@@ -126,9 +3863,9 @@ RQ_SRS_006_RBAC_User_SettingsProfile = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning one or more **settings profiles**\n'
         'to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Quotas = Requirement(
         name='RQ.SRS-006.RBAC.User.Quotas',
@@ -139,9 +3876,9 @@ RQ_SRS_006_RBAC_User_Quotas = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more **quotas** to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_RowPolicies = Requirement(
         name='RQ.SRS-006.RBAC.User.RowPolicies',
@@ -152,9 +3889,9 @@ RQ_SRS_006_RBAC_User_RowPolicies = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more **row policies** to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_AccountLock = Requirement(
         name='RQ.SRS-006.RBAC.User.AccountLock',
@@ -165,9 +3902,9 @@ RQ_SRS_006_RBAC_User_AccountLock = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support locking and unlocking of **user** accounts.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_AccountLock_DenyAccess = Requirement(
         name='RQ.SRS-006.RBAC.User.AccountLock.DenyAccess',
@@ -178,9 +3915,9 @@ RQ_SRS_006_RBAC_User_AccountLock_DenyAccess = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL deny access to the user whose account is locked.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_DefaultRole = Requirement(
         name='RQ.SRS-006.RBAC.User.DefaultRole',
@@ -191,9 +3928,9 @@ RQ_SRS_006_RBAC_User_DefaultRole = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning a default role to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_RoleSelection = Requirement(
         name='RQ.SRS-006.RBAC.User.RoleSelection',
@@ -205,9 +3942,9 @@ RQ_SRS_006_RBAC_User_RoleSelection = Requirement(
         description=(
         '[ClickHouse] SHALL support selection of one or more **roles** from the available roles\n'
         'that are assigned to a **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_ShowCreate = Requirement(
         name='RQ.SRS-006.RBAC.User.ShowCreate',
@@ -218,9 +3955,9 @@ RQ_SRS_006_RBAC_User_ShowCreate = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support showing the command of how **user** account was created.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_ShowPrivileges = Requirement(
         name='RQ.SRS-006.RBAC.User.ShowPrivileges',
@@ -231,9 +3968,9 @@ RQ_SRS_006_RBAC_User_ShowPrivileges = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support listing the privileges of the **user**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role = Requirement(
         name='RQ.SRS-006.RBAC.Role',
@@ -246,9 +3983,9 @@ RQ_SRS_006_RBAC_Role = Requirement(
         '[ClikHouse] SHALL support creation and manipulation of **roles**\n'
         'to which privileges, settings profile, quotas and row policies can be\n'
         'assigned.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Privileges = Requirement(
         name='RQ.SRS-006.RBAC.Role.Privileges',
@@ -259,9 +3996,9 @@ RQ_SRS_006_RBAC_Role_Privileges = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more privileges to a **role**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Variables = Requirement(
         name='RQ.SRS-006.RBAC.Role.Variables',
@@ -272,9 +4009,9 @@ RQ_SRS_006_RBAC_Role_Variables = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more variables to a **role**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_SettingsProfile = Requirement(
         name='RQ.SRS-006.RBAC.Role.SettingsProfile',
@@ -286,9 +4023,9 @@ RQ_SRS_006_RBAC_Role_SettingsProfile = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning one or more **settings profiles**\n'
         'to a **role**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Quotas = Requirement(
         name='RQ.SRS-006.RBAC.Role.Quotas',
@@ -299,9 +4036,9 @@ RQ_SRS_006_RBAC_Role_Quotas = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more **quotas** to a **role**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_RowPolicies = Requirement(
         name='RQ.SRS-006.RBAC.Role.RowPolicies',
@@ -312,9 +4049,9 @@ RQ_SRS_006_RBAC_Role_RowPolicies = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning one or more **row policies** to a **role**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_PartialRevokes = Requirement(
         name='RQ.SRS-006.RBAC.PartialRevokes',
@@ -326,9 +4063,9 @@ RQ_SRS_006_RBAC_PartialRevokes = Requirement(
         description=(
         '[ClickHouse] SHALL support partial revoking of privileges granted\n'
         'to a **user** or a **role**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile',
@@ -341,9 +4078,9 @@ RQ_SRS_006_RBAC_SettingsProfile = Requirement(
         '[ClickHouse] SHALL support creation and manipulation of **settings profiles**\n'
         'that can include value definition for one or more variables and can\n'
         'can be assigned to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Constraints = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Constraints',
@@ -355,9 +4092,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Constraints = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning min, max and read-only constraints\n'
         'for the variables specified in the **settings profile**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_ShowCreate = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.ShowCreate',
@@ -368,9 +4105,9 @@ RQ_SRS_006_RBAC_SettingsProfile_ShowCreate = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support showing the command of how **setting profile** was created.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas = Requirement(
         name='RQ.SRS-006.RBAC.Quotas',
@@ -383,9 +4120,9 @@ RQ_SRS_006_RBAC_Quotas = Requirement(
         '[ClickHouse] SHALL support creation and manipulation of **quotas**\n'
         'that can be used to limit resource usage by a **user** or a **role**\n'
         'over a period of time.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_Keyed = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.Keyed',
@@ -397,9 +4134,9 @@ RQ_SRS_006_RBAC_Quotas_Keyed = Requirement(
         description=(
         '[ClickHouse] SHALL support creating **quotas** that are keyed\n'
         'so that a quota is tracked separately for each key value.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_Queries = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.Queries',
@@ -410,9 +4147,9 @@ RQ_SRS_006_RBAC_Quotas_Queries = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support setting **queries** quota to limit the total number of requests.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_Errors = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.Errors',
@@ -423,9 +4160,9 @@ RQ_SRS_006_RBAC_Quotas_Errors = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support setting **errors** quota to limit the number of queries that threw an exception.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_ResultRows = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.ResultRows',
@@ -437,9 +4174,9 @@ RQ_SRS_006_RBAC_Quotas_ResultRows = Requirement(
         description=(
         '[ClickHouse] SHALL support setting **result rows** quota to limit the\n'
         'the total number of rows given as the result.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_ReadRows = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.ReadRows',
@@ -451,9 +4188,9 @@ RQ_SRS_006_RBAC_Quotas_ReadRows = Requirement(
         description=(
         '[ClickHouse] SHALL support setting **read rows** quota to limit the total\n'
         'number of source rows read from tables for running the query on all remote servers.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_ResultBytes = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.ResultBytes',
@@ -465,9 +4202,9 @@ RQ_SRS_006_RBAC_Quotas_ResultBytes = Requirement(
         description=(
         '[ClickHouse] SHALL support setting **result bytes** quota to limit the total number\n'
         'of bytes that can be returned as the result.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_ReadBytes = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.ReadBytes',
@@ -479,9 +4216,9 @@ RQ_SRS_006_RBAC_Quotas_ReadBytes = Requirement(
         description=(
         '[ClickHouse] SHALL support setting **read bytes** quota to limit the total number\n'
         'of source bytes read from tables for running the query on all remote servers.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_ExecutionTime = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.ExecutionTime',
@@ -493,9 +4230,9 @@ RQ_SRS_006_RBAC_Quotas_ExecutionTime = Requirement(
         description=(
         '[ClickHouse] SHALL support setting **execution time** quota to limit the maximum\n'
         'query execution time.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quotas_ShowCreate = Requirement(
         name='RQ.SRS-006.RBAC.Quotas.ShowCreate',
@@ -506,9 +4243,9 @@ RQ_SRS_006_RBAC_Quotas_ShowCreate = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support showing the command of how **quota** was created.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy',
@@ -521,9 +4258,9 @@ RQ_SRS_006_RBAC_RowPolicy = Requirement(
         '[ClickHouse] SHALL support creation and manipulation of table **row policies**\n'
         'that can be used to limit access to the table contents for a **user** or a **role**\n'
         'using a specified **condition**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Condition = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Condition',
@@ -535,9 +4272,9 @@ RQ_SRS_006_RBAC_RowPolicy_Condition = Requirement(
         description=(
         '[ClickHouse] SHALL support row policy **conditions** that can be any SQL\n'
         'expression that returns a boolean.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowCreate = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowCreate',
@@ -548,9 +4285,9 @@ RQ_SRS_006_RBAC_RowPolicy_ShowCreate = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support showing the command of how **row policy** was created.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Use_DefaultRole = Requirement(
         name='RQ.SRS-006.RBAC.User.Use.DefaultRole',
@@ -562,9 +4299,9 @@ RQ_SRS_006_RBAC_User_Use_DefaultRole = Requirement(
         description=(
         '[ClickHouse] SHALL by default use default role or roles assigned\n'
         'to the user if specified.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Use_AllRolesWhenNoDefaultRole = Requirement(
         name='RQ.SRS-006.RBAC.User.Use.AllRolesWhenNoDefaultRole',
@@ -576,9 +4313,9 @@ RQ_SRS_006_RBAC_User_Use_AllRolesWhenNoDefaultRole = Requirement(
         description=(
         '[ClickHouse] SHALL by default use all the roles assigned to the user\n'
         'if no default role or roles are specified for the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create = Requirement(
         name='RQ.SRS-006.RBAC.User.Create',
@@ -589,9 +4326,9 @@ RQ_SRS_006_RBAC_User_Create = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support creating **user** accounts using `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_IfNotExists = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.IfNotExists',
@@ -605,9 +4342,9 @@ RQ_SRS_006_RBAC_User_Create_IfNotExists = Requirement(
         'to skip raising an exception if a user with the same **name** already exists.\n'
         'If the `IF NOT EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if a user with the same **name** already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Replace = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Replace',
@@ -619,9 +4356,9 @@ RQ_SRS_006_RBAC_User_Create_Replace = Requirement(
         description=(
         '[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE USER` statement\n'
         'to replace existing user account if already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_NoPassword = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.NoPassword',
@@ -633,9 +4370,9 @@ RQ_SRS_006_RBAC_User_Create_Password_NoPassword = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying no password when creating\n'
         'user account using `IDENTIFIED WITH NO_PASSWORD` clause .\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_NoPassword_Login = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.NoPassword.Login',
@@ -647,9 +4384,9 @@ RQ_SRS_006_RBAC_User_Create_Password_NoPassword_Login = Requirement(
         description=(
         '[ClickHouse] SHALL use no password for the user when connecting to the server\n'
         'when an account was created with `IDENTIFIED WITH NO_PASSWORD` clause.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_PlainText = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.PlainText',
@@ -661,9 +4398,9 @@ RQ_SRS_006_RBAC_User_Create_Password_PlainText = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying plaintext password when creating\n'
         'user account using `IDENTIFIED WITH PLAINTEXT_PASSWORD BY` clause.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_PlainText_Login = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.PlainText.Login',
@@ -676,9 +4413,9 @@ RQ_SRS_006_RBAC_User_Create_Password_PlainText_Login = Requirement(
         '[ClickHouse] SHALL use the plaintext password passed by the user when connecting to the server\n'
         'when an account was created with `IDENTIFIED WITH PLAINTEXT_PASSWORD` clause\n'
         'and compare the password with the one used in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_Sha256Password = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.Sha256Password',
@@ -691,9 +4428,9 @@ RQ_SRS_006_RBAC_User_Create_Password_Sha256Password = Requirement(
         '[ClickHouse] SHALL support specifying the result of applying SHA256\n'
         'to some password when creating user account using `IDENTIFIED WITH SHA256_PASSWORD BY` or `IDENTIFIED BY`\n'
         'clause.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_Sha256Password_Login = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.Sha256Password.Login',
@@ -706,9 +4443,9 @@ RQ_SRS_006_RBAC_User_Create_Password_Sha256Password_Login = Requirement(
         '[ClickHouse] SHALL calculate `SHA256` of the password passed by the user when connecting to the server\n'
         "when an account was created with `IDENTIFIED WITH SHA256_PASSWORD` or with 'IDENTIFIED BY' clause\n"
         'and compare the calculated hash to the one used in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_Sha256Hash = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.Sha256Hash',
@@ -721,9 +4458,9 @@ RQ_SRS_006_RBAC_User_Create_Password_Sha256Hash = Requirement(
         '[ClickHouse] SHALL support specifying the result of applying SHA256\n'
         'to some already calculated hash when creating user account using `IDENTIFIED WITH SHA256_HASH`\n'
         'clause.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_Sha256Hash_Login = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.Sha256Hash.Login',
@@ -737,9 +4474,9 @@ RQ_SRS_006_RBAC_User_Create_Password_Sha256Hash_Login = Requirement(
         'the user when connecting to the server\n'
         'when an account was created with `IDENTIFIED WITH SHA256_HASH` clause\n'
         'and compare the calculated hash to the one used in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Password = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Password',
@@ -752,9 +4489,9 @@ RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Password = Requirement(
         '[ClickHouse] SHALL support specifying the result of applying SHA1 two times\n'
         'to a password when creating user account using `IDENTIFIED WITH DOUBLE_SHA1_PASSWORD`\n'
         'clause.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Password_Login = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Password.Login',
@@ -768,9 +4505,9 @@ RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Password_Login = Requirement(
         'the user when connecting to the server\n'
         'when an account was created with `IDENTIFIED WITH DOUBLE_SHA1_PASSWORD` clause\n'
         'and compare the calculated value to the one used in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Hash = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Hash',
@@ -783,9 +4520,9 @@ RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Hash = Requirement(
         '[ClickHouse] SHALL support specifying the result of applying SHA1 two times\n'
         'to a hash when creating user account using `IDENTIFIED WITH DOUBLE_SHA1_HASH`\n'
         'clause.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Hash_Login = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Password.DoubleSha1Hash.Login',
@@ -799,9 +4536,9 @@ RQ_SRS_006_RBAC_User_Create_Password_DoubleSha1Hash_Login = Requirement(
         'the user when connecting to the server\n'
         'when an account was created with `IDENTIFIED WITH DOUBLE_SHA1_HASH` clause\n'
         'and compare the calculated value to the one used in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_Name = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.Name',
@@ -814,9 +4551,9 @@ RQ_SRS_006_RBAC_User_Create_Host_Name = Requirement(
         '[ClickHouse] SHALL support specifying one or more hostnames from\n'
         'which user can access the server using the `HOST NAME` clause\n'
         'in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_Regexp = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.Regexp',
@@ -829,9 +4566,9 @@ RQ_SRS_006_RBAC_User_Create_Host_Regexp = Requirement(
         '[ClickHouse] SHALL support specifying one or more regular expressions\n'
         'to match hostnames from which user can access the server\n'
         'using the `HOST REGEXP` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_IP = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.IP',
@@ -844,9 +4581,9 @@ RQ_SRS_006_RBAC_User_Create_Host_IP = Requirement(
         '[ClickHouse] SHALL support specifying one or more IP address or subnet from\n'
         'which user can access the server using the `HOST IP` clause in the\n'
         '`CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_Any = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.Any',
@@ -858,9 +4595,9 @@ RQ_SRS_006_RBAC_User_Create_Host_Any = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying `HOST ANY` clause in the `CREATE USER` statement\n'
         'to indicate that user can access the server from any host.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_None = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.None',
@@ -872,9 +4609,9 @@ RQ_SRS_006_RBAC_User_Create_Host_None = Requirement(
         description=(
         '[ClickHouse] SHALL support fobidding access from any host using `HOST NONE` clause in the\n'
         '`CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_Local = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.Local',
@@ -886,9 +4623,9 @@ RQ_SRS_006_RBAC_User_Create_Host_Local = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting user access to local only using `HOST LOCAL` clause in the\n'
         '`CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_Like = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.Like',
@@ -900,9 +4637,9 @@ RQ_SRS_006_RBAC_User_Create_Host_Like = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying host using `LIKE` command syntax using the\n'
         '`HOST LIKE` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Host_Default = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Host.Default',
@@ -914,9 +4651,9 @@ RQ_SRS_006_RBAC_User_Create_Host_Default = Requirement(
         description=(
         '[ClickHouse] SHALL support user access to server from any host\n'
         'if no `HOST` clause is specified in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_DefaultRole = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.DefaultRole',
@@ -928,9 +4665,9 @@ RQ_SRS_006_RBAC_User_Create_DefaultRole = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying one or more default roles\n'
         'using `DEFAULT ROLE` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_DefaultRole_None = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.DefaultRole.None',
@@ -942,9 +4679,9 @@ RQ_SRS_006_RBAC_User_Create_DefaultRole_None = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying no default roles\n'
         'using `DEFAULT ROLE NONE` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_DefaultRole_All = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.DefaultRole.All',
@@ -956,9 +4693,9 @@ RQ_SRS_006_RBAC_User_Create_DefaultRole_All = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying all roles to be used as default\n'
         'using `DEFAULT ROLE ALL` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Settings = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Settings',
@@ -970,9 +4707,9 @@ RQ_SRS_006_RBAC_User_Create_Settings = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying settings and profile\n'
         'using `SETTINGS` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.OnCluster',
@@ -984,9 +4721,9 @@ RQ_SRS_006_RBAC_User_Create_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying cluster on which the user\n'
         'will be created using `ON CLUSTER` clause in the `CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Create_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.User.Create.Syntax',
@@ -1005,9 +4742,9 @@ RQ_SRS_006_RBAC_User_Create_Syntax = Requirement(
         '    [DEFAULT ROLE role [,...]]\n'
         "    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]\n"
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter',
@@ -1018,9 +4755,9 @@ RQ_SRS_006_RBAC_User_Alter = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering **user** accounts using `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_OrderOfEvaluation = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.OrderOfEvaluation',
@@ -1033,9 +4770,9 @@ RQ_SRS_006_RBAC_User_Alter_OrderOfEvaluation = Requirement(
         '[ClickHouse] SHALL support evaluating `ALTER USER` statement from left to right\n'
         'where things defined on the right override anything that was previously defined on\n'
         'the left.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.IfExists',
@@ -1047,9 +4784,9 @@ RQ_SRS_006_RBAC_User_Alter_IfExists = Requirement(
         description=(
         '[ClickHouse] SHALL support `IF EXISTS` clause in the `ALTER USER` statement\n'
         'to skip raising an exception (producing a warning instead) if a user with the specified **name** does not exist. If the `IF EXISTS` clause is not specified then an exception SHALL be raised if a user with the **name** does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Cluster',
@@ -1061,9 +4798,9 @@ RQ_SRS_006_RBAC_User_Alter_Cluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying the cluster the user is on\n'
         'when altering user account using `ON CLUSTER` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Rename = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Rename',
@@ -1075,9 +4812,9 @@ RQ_SRS_006_RBAC_User_Alter_Rename = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying a new name for the user when\n'
         'altering user account using `RENAME` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Password_PlainText = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Password.PlainText',
@@ -1090,9 +4827,9 @@ RQ_SRS_006_RBAC_User_Alter_Password_PlainText = Requirement(
         '[ClickHouse] SHALL support specifying plaintext password when altering\n'
         'user account using `IDENTIFIED WITH PLAINTEXT_PASSWORD BY` or\n'
         'using shorthand `IDENTIFIED BY` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Password_Sha256Password = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Password.Sha256Password',
@@ -1105,9 +4842,9 @@ RQ_SRS_006_RBAC_User_Alter_Password_Sha256Password = Requirement(
         '[ClickHouse] SHALL support specifying the result of applying SHA256\n'
         'to some password as identification when altering user account using\n'
         '`IDENTIFIED WITH SHA256_PASSWORD` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Password_DoubleSha1Password = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Password.DoubleSha1Password',
@@ -1120,9 +4857,9 @@ RQ_SRS_006_RBAC_User_Alter_Password_DoubleSha1Password = Requirement(
         '[ClickHouse] SHALL support specifying the result of applying Double SHA1\n'
         'to some password as identification when altering user account using\n'
         '`IDENTIFIED WITH DOUBLE_SHA1_PASSWORD` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_AddDrop = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.AddDrop',
@@ -1133,9 +4870,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_AddDrop = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering user by adding and dropping access to hosts with the `ADD HOST` or the `DROP HOST`in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_Local = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.Local',
@@ -1147,9 +4884,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_Local = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting user access to local only using `HOST LOCAL` clause in the\n'
         '`ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_Name = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.Name',
@@ -1162,9 +4899,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_Name = Requirement(
         '[ClickHouse] SHALL support specifying one or more hostnames from\n'
         'which user can access the server using the `HOST NAME` clause\n'
         'in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_Regexp = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.Regexp',
@@ -1177,9 +4914,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_Regexp = Requirement(
         '[ClickHouse] SHALL support specifying one or more regular expressions\n'
         'to match hostnames from which user can access the server\n'
         'using the `HOST REGEXP` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_IP = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.IP',
@@ -1192,9 +4929,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_IP = Requirement(
         '[ClickHouse] SHALL support specifying one or more IP address or subnet from\n'
         'which user can access the server using the `HOST IP` clause in the\n'
         '`ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_Like = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.Like',
@@ -1205,9 +4942,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_Like = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support specifying sone or more similar hosts using `LIKE` command syntax using the `HOST LIKE` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_Any = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.Any',
@@ -1219,9 +4956,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_Any = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying `HOST ANY` clause in the `ALTER USER` statement\n'
         'to indicate that user can access the server from any host.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Host_None = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Host.None',
@@ -1233,9 +4970,9 @@ RQ_SRS_006_RBAC_User_Alter_Host_None = Requirement(
         description=(
         '[ClickHouse] SHALL support fobidding access from any host using `HOST NONE` clause in the\n'
         '`ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_DefaultRole = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.DefaultRole',
@@ -1247,9 +4984,9 @@ RQ_SRS_006_RBAC_User_Alter_DefaultRole = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying one or more default roles\n'
         'using `DEFAULT ROLE` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_DefaultRole_All = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.DefaultRole.All',
@@ -1261,9 +4998,9 @@ RQ_SRS_006_RBAC_User_Alter_DefaultRole_All = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying all roles to be used as default\n'
         'using `DEFAULT ROLE ALL` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_DefaultRole_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.DefaultRole.AllExcept',
@@ -1275,9 +5012,9 @@ RQ_SRS_006_RBAC_User_Alter_DefaultRole_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying one or more roles which will not be used as default\n'
         'using `DEFAULT ROLE ALL EXCEPT` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Settings = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Settings',
@@ -1289,9 +5026,9 @@ RQ_SRS_006_RBAC_User_Alter_Settings = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying one or more variables\n'
         'using `SETTINGS` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Settings_Min = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Settings.Min',
@@ -1302,9 +5039,10 @@ RQ_SRS_006_RBAC_User_Alter_Settings_Min = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support specifying a minimum value for the variable specifed using `SETTINGS` with `MIN` clause in the `ALTER USER` statement.\n'
+        '\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Settings_Max = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Settings.Max',
@@ -1315,9 +5053,9 @@ RQ_SRS_006_RBAC_User_Alter_Settings_Max = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support specifying a maximum value for the variable specifed using `SETTINGS` with `MAX` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Settings_Profile = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Settings.Profile',
@@ -1328,9 +5066,9 @@ RQ_SRS_006_RBAC_User_Alter_Settings_Profile = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support specifying the name of a profile for the variable specifed using `SETTINGS` with `PROFILE` clause in the `ALTER USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Alter_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.User.Alter.Syntax',
@@ -1350,9 +5088,9 @@ RQ_SRS_006_RBAC_User_Alter_Syntax = Requirement(
         '    [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]\n'
         "    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]\n"
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetDefaultRole = Requirement(
         name='RQ.SRS-006.RBAC.SetDefaultRole',
@@ -1365,9 +5103,9 @@ RQ_SRS_006_RBAC_SetDefaultRole = Requirement(
         '[ClickHouse] SHALL support setting or changing granted roles to default for one or more\n'
         'users using `SET DEFAULT ROLE` statement which\n'
         'SHALL permanently change the default roles for the user or users if successful.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetDefaultRole_CurrentUser = Requirement(
         name='RQ.SRS-006.RBAC.SetDefaultRole.CurrentUser',
@@ -1379,9 +5117,9 @@ RQ_SRS_006_RBAC_SetDefaultRole_CurrentUser = Requirement(
         description=(
         '[ClickHouse] SHALL support setting or changing granted roles to default for\n'
         'the current user using `CURRENT_USER` clause in the `SET DEFAULT ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetDefaultRole_All = Requirement(
         name='RQ.SRS-006.RBAC.SetDefaultRole.All',
@@ -1393,9 +5131,9 @@ RQ_SRS_006_RBAC_SetDefaultRole_All = Requirement(
         description=(
         '[ClickHouse] SHALL support setting or changing all granted roles to default\n'
         'for one or more users using `ALL` clause in the `SET DEFAULT ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetDefaultRole_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.SetDefaultRole.AllExcept',
@@ -1407,9 +5145,9 @@ RQ_SRS_006_RBAC_SetDefaultRole_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support setting or changing all granted roles except those specified\n'
         'to default for one or more users using `ALL EXCEPT` clause in the `SET DEFAULT ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetDefaultRole_None = Requirement(
         name='RQ.SRS-006.RBAC.SetDefaultRole.None',
@@ -1421,9 +5159,9 @@ RQ_SRS_006_RBAC_SetDefaultRole_None = Requirement(
         description=(
         '[ClickHouse] SHALL support removing all granted roles from default\n'
         'for one or more users using `NONE` clause in the `SET DEFAULT ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetDefaultRole_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.SetDefaultRole.Syntax',
@@ -1441,9 +5179,9 @@ RQ_SRS_006_RBAC_SetDefaultRole_Syntax = Requirement(
         '    TO {user|CURRENT_USER} [,...]\n'
         '\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetRole = Requirement(
         name='RQ.SRS-006.RBAC.SetRole',
@@ -1455,9 +5193,9 @@ RQ_SRS_006_RBAC_SetRole = Requirement(
         description=(
         '[ClickHouse] SHALL support activating role or roles for the current user\n'
         'using `SET ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetRole_Default = Requirement(
         name='RQ.SRS-006.RBAC.SetRole.Default',
@@ -1469,9 +5207,9 @@ RQ_SRS_006_RBAC_SetRole_Default = Requirement(
         description=(
         '[ClickHouse] SHALL support activating default roles for the current user\n'
         'using `DEFAULT` clause in the `SET ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetRole_None = Requirement(
         name='RQ.SRS-006.RBAC.SetRole.None',
@@ -1483,9 +5221,9 @@ RQ_SRS_006_RBAC_SetRole_None = Requirement(
         description=(
         '[ClickHouse] SHALL support activating no roles for the current user\n'
         'using `NONE` clause in the `SET ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetRole_All = Requirement(
         name='RQ.SRS-006.RBAC.SetRole.All',
@@ -1497,9 +5235,9 @@ RQ_SRS_006_RBAC_SetRole_All = Requirement(
         description=(
         '[ClickHouse] SHALL support activating all roles for the current user\n'
         'using `ALL` clause in the `SET ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetRole_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.SetRole.AllExcept',
@@ -1511,9 +5249,9 @@ RQ_SRS_006_RBAC_SetRole_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support activating all roles except those specified\n'
         'for the current user using `ALL EXCEPT` clause in the `SET ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SetRole_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.SetRole.Syntax',
@@ -1526,9 +5264,9 @@ RQ_SRS_006_RBAC_SetRole_Syntax = Requirement(
         '```sql\n'
         'SET ROLE {DEFAULT | NONE | role [,...] | ALL | ALL EXCEPT role [,...]}\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_ShowCreateUser = Requirement(
         name='RQ.SRS-006.RBAC.User.ShowCreateUser',
@@ -1540,9 +5278,9 @@ RQ_SRS_006_RBAC_User_ShowCreateUser = Requirement(
         description=(
         '[ClickHouse] SHALL support showing the `CREATE USER` statement used to create the current user object\n'
         'using the `SHOW CREATE USER` statement with `CURRENT_USER` or no argument.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_ShowCreateUser_For = Requirement(
         name='RQ.SRS-006.RBAC.User.ShowCreateUser.For',
@@ -1554,9 +5292,9 @@ RQ_SRS_006_RBAC_User_ShowCreateUser_For = Requirement(
         description=(
         '[ClickHouse] SHALL support showing the `CREATE USER` statement used to create the specified user object\n'
         'using the `FOR` clause in the `SHOW CREATE USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_ShowCreateUser_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.User.ShowCreateUser.Syntax',
@@ -1571,9 +5309,9 @@ RQ_SRS_006_RBAC_User_ShowCreateUser_Syntax = Requirement(
         '```sql\n'
         'SHOW CREATE USER [name | CURRENT_USER]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Drop = Requirement(
         name='RQ.SRS-006.RBAC.User.Drop',
@@ -1584,9 +5322,9 @@ RQ_SRS_006_RBAC_User_Drop = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support removing a user account using `DROP USER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Drop_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.User.Drop.IfExists',
@@ -1600,9 +5338,9 @@ RQ_SRS_006_RBAC_User_Drop_IfExists = Requirement(
         'to skip raising an exception if the user account does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if a user does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Drop_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.User.Drop.OnCluster',
@@ -1614,9 +5352,9 @@ RQ_SRS_006_RBAC_User_Drop_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support using `ON CLUSTER` clause in the `DROP USER` statement\n'
         'to specify the name of the cluster the user should be dropped from.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_User_Drop_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.User.Drop.Syntax',
@@ -1631,9 +5369,9 @@ RQ_SRS_006_RBAC_User_Drop_Syntax = Requirement(
         '```sql\n'
         'DROP USER [IF EXISTS] name [,...] [ON CLUSTER cluster_name]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Create = Requirement(
         name='RQ.SRS-006.RBAC.Role.Create',
@@ -1644,9 +5382,9 @@ RQ_SRS_006_RBAC_Role_Create = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support creating a **role** using `CREATE ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Create_IfNotExists = Requirement(
         name='RQ.SRS-006.RBAC.Role.Create.IfNotExists',
@@ -1660,9 +5398,9 @@ RQ_SRS_006_RBAC_Role_Create_IfNotExists = Requirement(
         'to raising an exception if a role with the same **name** already exists.\n'
         'If the `IF NOT EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if a role with the same **name** already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Create_Replace = Requirement(
         name='RQ.SRS-006.RBAC.Role.Create.Replace',
@@ -1674,9 +5412,9 @@ RQ_SRS_006_RBAC_Role_Create_Replace = Requirement(
         description=(
         '[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE ROLE` statement\n'
         'to replace existing role if it already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Create_Settings = Requirement(
         name='RQ.SRS-006.RBAC.Role.Create.Settings',
@@ -1688,9 +5426,9 @@ RQ_SRS_006_RBAC_Role_Create_Settings = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying settings and profile using `SETTINGS`\n'
         'clause in the `CREATE ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Create_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Role.Create.Syntax',
@@ -1706,9 +5444,9 @@ RQ_SRS_006_RBAC_Role_Create_Syntax = Requirement(
         'CREATE ROLE [IF NOT EXISTS | OR REPLACE] name\n'
         "    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]\n"
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Alter = Requirement(
         name='RQ.SRS-006.RBAC.Role.Alter',
@@ -1719,9 +5457,9 @@ RQ_SRS_006_RBAC_Role_Alter = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering one **role** using `ALTER ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Alter_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.Role.Alter.IfExists',
@@ -1733,9 +5471,9 @@ RQ_SRS_006_RBAC_Role_Alter_IfExists = Requirement(
         description=(
         '[ClickHouse] SHALL support altering one **role** using `ALTER ROLE IF EXISTS` statement, where no exception\n'
         'will be thrown if the role does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Alter_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Role.Alter.Cluster',
@@ -1747,9 +5485,9 @@ RQ_SRS_006_RBAC_Role_Alter_Cluster = Requirement(
         description=(
         '[ClickHouse] SHALL support altering one **role** using `ALTER ROLE role ON CLUSTER` statement to specify the\n'
         'cluster location of the specified role.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Alter_Rename = Requirement(
         name='RQ.SRS-006.RBAC.Role.Alter.Rename',
@@ -1762,9 +5500,9 @@ RQ_SRS_006_RBAC_Role_Alter_Rename = Requirement(
         '[ClickHouse] SHALL support altering one **role** using `ALTER ROLE role RENAME TO` statement which renames the\n'
         'role to a specified new name. If the new name already exists, that an exception SHALL be raised unless the\n'
         '`IF EXISTS` clause is specified, by which no exception will be raised and nothing will change.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Alter_Settings = Requirement(
         name='RQ.SRS-006.RBAC.Role.Alter.Settings',
@@ -1783,9 +5521,9 @@ RQ_SRS_006_RBAC_Role_Alter_Settings = Requirement(
         '```\n'
         '\n'
         'One or more variables and profiles may be specified as shown above.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Alter_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Role.Alter.Syntax',
@@ -1800,9 +5538,9 @@ RQ_SRS_006_RBAC_Role_Alter_Syntax = Requirement(
         '    [RENAME TO new_name]\n'
         "    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]\n"
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Drop = Requirement(
         name='RQ.SRS-006.RBAC.Role.Drop',
@@ -1813,9 +5551,9 @@ RQ_SRS_006_RBAC_Role_Drop = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support removing one or more roles using `DROP ROLE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Drop_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.Role.Drop.IfExists',
@@ -1829,9 +5567,9 @@ RQ_SRS_006_RBAC_Role_Drop_IfExists = Requirement(
         'to skip raising an exception if the role does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if a role does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Drop_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Role.Drop.Cluster',
@@ -1842,9 +5580,9 @@ RQ_SRS_006_RBAC_Role_Drop_Cluster = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support using `ON CLUSTER` clause in the `DROP ROLE` statement to specify the cluster from which to drop the specified role.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_Drop_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Role.Drop.Syntax',
@@ -1859,9 +5597,9 @@ RQ_SRS_006_RBAC_Role_Drop_Syntax = Requirement(
         '``` sql\n'
         'DROP ROLE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_ShowCreate = Requirement(
         name='RQ.SRS-006.RBAC.Role.ShowCreate',
@@ -1873,9 +5611,9 @@ RQ_SRS_006_RBAC_Role_ShowCreate = Requirement(
         description=(
         '[ClickHouse] SHALL support viewing the settings for a role upon creation with the `SHOW CREATE ROLE`\n'
         'statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Role_ShowCreate_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Role.ShowCreate.Syntax',
@@ -1890,9 +5628,9 @@ RQ_SRS_006_RBAC_Role_ShowCreate_Syntax = Requirement(
         '```sql\n'
         'SHOW CREATE ROLE name\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_To = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.To',
@@ -1904,9 +5642,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_To = Requirement(
         description=(
         '[ClickHouse] SHALL support granting privileges to one or more users or roles using `TO` clause\n'
         'in the `GRANT PRIVILEGE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_ToCurrentUser = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.ToCurrentUser',
@@ -1918,9 +5656,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_ToCurrentUser = Requirement(
         description=(
         '[ClickHouse] SHALL support granting privileges to current user using `TO CURRENT_USER` clause\n'
         'in the `GRANT PRIVILEGE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Select = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Select',
@@ -1932,9 +5670,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Select = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **select** privilege to one or more users or roles\n'
         'for a database or a table using the `GRANT SELECT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Insert = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Insert',
@@ -1946,9 +5684,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Insert = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **insert** privilege to one or more users or roles\n'
         'for a database or a table using the `GRANT INSERT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Alter = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Alter',
@@ -1960,9 +5698,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Alter = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **alter** privilege to one or more users or roles\n'
         'for a database or a table using the `GRANT ALTER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Create = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Create',
@@ -1974,9 +5712,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Create = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **create** privilege to one or more users or roles\n'
         'for a database or a table using the `GRANT CREATE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Drop = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Drop',
@@ -1988,9 +5726,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Drop = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **drop** privilege to one or more users or roles\n'
         'for a database or a table using the `GRANT DROP` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Truncate = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Truncate',
@@ -2002,9 +5740,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Truncate = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **truncate** privilege to one or more users or roles\n'
         'for a database or a table using `GRANT TRUNCATE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Optimize = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Optimize',
@@ -2016,9 +5754,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Optimize = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **optimize** privilege to one or more users or roles\n'
         'for a database or a table using `GRANT OPTIMIZE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Show = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Show',
@@ -2030,9 +5768,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Show = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **show** privilege to one or more users or roles\n'
         'for a database or a table using `GRANT SHOW` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_KillQuery = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.KillQuery',
@@ -2044,9 +5782,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_KillQuery = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **kill query** privilege to one or more users or roles\n'
         'for a database or a table using `GRANT KILL QUERY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_AccessManagement = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.AccessManagement',
@@ -2058,9 +5796,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_AccessManagement = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **access management** privileges to one or more users or roles\n'
         'for a database or a table using `GRANT ACCESS MANAGEMENT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_System = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.System',
@@ -2072,9 +5810,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_System = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **system** privileges to one or more users or roles\n'
         'for a database or a table using `GRANT SYSTEM` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Introspection = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Introspection',
@@ -2086,9 +5824,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Introspection = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **introspection** privileges to one or more users or roles\n'
         'for a database or a table using `GRANT INTROSPECTION` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Sources = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Sources',
@@ -2100,9 +5838,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Sources = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **sources** privileges to one or more users or roles\n'
         'for a database or a table using `GRANT SOURCES` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_DictGet = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.DictGet',
@@ -2114,9 +5852,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_DictGet = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **dictGet** privilege to one or more users or roles\n'
         'for a database or a table using `GRANT dictGet` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_None = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.None',
@@ -2128,9 +5866,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_None = Requirement(
         description=(
         '[ClickHouse] SHALL support granting no privileges to one or more users or roles\n'
         'for a database or a table using `GRANT NONE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_All = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.All',
@@ -2142,9 +5880,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_All = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **all** privileges to one or more users or roles\n'
         'for a database or a table using the `GRANT ALL` or `GRANT ALL PRIVILEGES` statements.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_GrantOption = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.GrantOption',
@@ -2156,9 +5894,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_GrantOption = Requirement(
         description=(
         '[ClickHouse] SHALL support granting the **grant option** privilege to one or more users or roles\n'
         'for a database or a table using the `WITH GRANT OPTION` clause in the `GRANT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_On = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.On',
@@ -2177,9 +5915,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_On = Requirement(
         '* `database.table` specific table in the specified database\n'
         '* `*` any table in the current database\n'
         '* `table` specific table in the current database\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_PrivilegeColumns = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.PrivilegeColumns',
@@ -2193,9 +5931,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_PrivilegeColumns = Requirement(
         'for a database or a table using the `GRANT some_privilege(column)` statement for one column.\n'
         'Multiple columns will be supported with `GRANT some_privilege(column1, column2...)` statement.\n'
         'The privileges will be granted for only the specified columns.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.OnCluster',
@@ -2207,9 +5945,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying cluster on which to grant privileges using the `ON CLUSTER`\n'
         'clause in the `GRANT PRIVILEGE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Privilege_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Privilege.Syntax',
@@ -2228,9 +5966,9 @@ RQ_SRS_006_RBAC_Grant_Privilege_Syntax = Requirement(
         '    TO {user | role | CURRENT_USER} [,...]\n'
         '    [WITH GRANT OPTION]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Cluster',
@@ -2242,9 +5980,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Cluster = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking privileges to one or more users or roles\n'
         'for a database or a table on some specific cluster using the `REVOKE ON CLUSTER cluster_name` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Any = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Any',
@@ -2259,9 +5997,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Any = Requirement(
         '**some_privilege** refers to any Clickhouse defined privilege, whose hierarchy includes\n'
         'SELECT, INSERT, ALTER, CREATE, DROP, TRUNCATE, OPTIMIZE, SHOW, KILL QUERY, ACCESS MANAGEMENT,\n'
         'SYSTEM, INTROSPECTION, SOURCES, dictGet and all of their sub-privileges.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Select = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Select',
@@ -2273,9 +6011,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Select = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **select** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE SELECT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Insert = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Insert',
@@ -2287,9 +6025,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Insert = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **insert** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE INSERT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Alter = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Alter',
@@ -2301,9 +6039,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Alter = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **alter** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE ALTER` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Create = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Create',
@@ -2315,9 +6053,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Create = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **create** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE CREATE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Drop = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Drop',
@@ -2329,9 +6067,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Drop = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **drop** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE DROP` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Truncate = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Truncate',
@@ -2343,9 +6081,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Truncate = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **truncate** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE TRUNCATE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Optimize = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Optimize',
@@ -2357,9 +6095,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Optimize = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **optimize** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE OPTIMIZE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Show = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Show',
@@ -2371,9 +6109,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Show = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **show** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE SHOW` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_KillQuery = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.KillQuery',
@@ -2385,9 +6123,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_KillQuery = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **kill query** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE KILL QUERY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_AccessManagement = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.AccessManagement',
@@ -2399,9 +6137,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_AccessManagement = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **access management** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE ACCESS MANAGEMENT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_System = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.System',
@@ -2413,9 +6151,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_System = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **system** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE SYSTEM` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Introspection = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Introspection',
@@ -2427,9 +6165,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Introspection = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **introspection** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE INTROSPECTION` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Sources = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Sources',
@@ -2441,9 +6179,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Sources = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **sources** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE SOURCES` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_DictGet = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.DictGet',
@@ -2455,9 +6193,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_DictGet = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking the **dictGet** privilege to one or more users or roles\n'
         'for a database or a table using the `REVOKE dictGet` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_PrivelegeColumns = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.PrivelegeColumns',
@@ -2471,9 +6209,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_PrivelegeColumns = Requirement(
         'for a database or a table using the `REVOKE some_privilege(column)` statement for one column.\n'
         'Multiple columns will be supported with `REVOKE some_privilege(column1, column2...)` statement.\n'
         'The privileges will be revoked for only the specified columns.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Multiple = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Multiple',
@@ -2488,9 +6226,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Multiple = Requirement(
         '**privileges** refers to any set of Clickhouse defined privilege, whose hierarchy includes\n'
         'SELECT, INSERT, ALTER, CREATE, DROP, TRUNCATE, OPTIMIZE, SHOW, KILL QUERY, ACCESS MANAGEMENT,\n'
         'SYSTEM, INTROSPECTION, SOURCES, dictGet and all of their sub-privileges.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_All = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.All',
@@ -2502,9 +6240,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_All = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking **all** privileges to one or more users or roles\n'
         'for a database or a table using the `REVOKE ALL` or `REVOKE ALL PRIVILEGES` statements.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_None = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.None',
@@ -2516,9 +6254,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_None = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking **no** privileges to one or more users or roles\n'
         'for a database or a table using the `REVOKE NONE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_On = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.On',
@@ -2537,9 +6275,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_On = Requirement(
         '* `*.*` any table in any database\n'
         '* `table` specific table in the current database\n'
         '* `*` any table in the current database\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_From = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.From',
@@ -2556,9 +6294,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_From = Requirement(
         '* `{user | CURRENT_USER} [,...]` some combination of users by name, which may include the current user\n'
         '* `ALL` all users\n'
         '* `ALL EXCEPT {user | CURRENT_USER} [,...]` the logical reverse of the first pattern\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Privilege_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Privilege.Syntax',
@@ -2577,9 +6315,9 @@ RQ_SRS_006_RBAC_Revoke_Privilege_Syntax = Requirement(
         '    ON {db.table|db.*|*.*|table|*}\n'
         '    FROM {user | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user | CURRENT_USER} [,...]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_PartialRevoke_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.PartialRevoke.Syntax',
@@ -2603,9 +6341,9 @@ RQ_SRS_006_RBAC_PartialRevoke_Syntax = Requirement(
         '```sql\n'
         'SET partial_revokes = 1\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Role = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Role',
@@ -2617,9 +6355,9 @@ RQ_SRS_006_RBAC_Grant_Role = Requirement(
         description=(
         '[ClickHouse] SHALL support granting one or more roles to\n'
         'one or more users or roles using the `GRANT` role statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Role_CurrentUser = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Role.CurrentUser',
@@ -2631,9 +6369,9 @@ RQ_SRS_006_RBAC_Grant_Role_CurrentUser = Requirement(
         description=(
         '[ClickHouse] SHALL support granting one or more roles to current user using\n'
         '`TO CURRENT_USER` clause in the `GRANT` role statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Role_AdminOption = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Role.AdminOption',
@@ -2646,9 +6384,9 @@ RQ_SRS_006_RBAC_Grant_Role_AdminOption = Requirement(
         '[ClickHouse] SHALL support granting `admin option` privilege\n'
         'to one or more users or roles using the `WITH ADMIN OPTION` clause\n'
         'in the `GRANT` role statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Role_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Role.OnCluster',
@@ -2660,9 +6398,9 @@ RQ_SRS_006_RBAC_Grant_Role_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying cluster on which the user is to be granted one or more roles\n'
         'using `ON CLUSTER` clause in the `GRANT` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Grant_Role_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Grant.Role.Syntax',
@@ -2681,9 +6419,9 @@ RQ_SRS_006_RBAC_Grant_Role_Syntax = Requirement(
         '    TO {user | role | CURRENT_USER} [,...]\n'
         '    [WITH ADMIN OPTION]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Role = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Role',
@@ -2695,9 +6433,9 @@ RQ_SRS_006_RBAC_Revoke_Role = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking one or more roles from\n'
         'one or more users or roles using the `REVOKE` role statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Role_Keywords = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Role.Keywords',
@@ -2710,9 +6448,9 @@ RQ_SRS_006_RBAC_Revoke_Role_Keywords = Requirement(
         '[ClickHouse] SHALL support revoking one or more roles from\n'
         'special groupings of one or more users or roles with the `ALL`, `ALL EXCEPT`,\n'
         'and `CURRENT_USER` keywords.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Role_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Role.Cluster',
@@ -2725,9 +6463,9 @@ RQ_SRS_006_RBAC_Revoke_Role_Cluster = Requirement(
         '[ClickHouse] SHALL support revoking one or more roles from\n'
         'one or more users or roles from one or more clusters\n'
         'using the `REVOKE ON CLUSTER` role statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_AdminOption = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.AdminOption',
@@ -2740,9 +6478,9 @@ RQ_SRS_006_RBAC_Revoke_AdminOption = Requirement(
         '[ClickHouse] SHALL support revoking `admin option` privilege\n'
         'in one or more users or roles using the `ADMIN OPTION FOR` clause\n'
         'in the `REVOKE` role statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Revoke_Role_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Revoke.Role.Syntax',
@@ -2759,9 +6497,9 @@ RQ_SRS_006_RBAC_Revoke_Role_Syntax = Requirement(
         '    role [,...]\n'
         '    FROM {user | role | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user_name | role_name | CURRENT_USER} [,...]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Show_Grants = Requirement(
         name='RQ.SRS-006.RBAC.Show.Grants',
@@ -2773,9 +6511,9 @@ RQ_SRS_006_RBAC_Show_Grants = Requirement(
         description=(
         '[ClickHouse] SHALL support listing all the privileges granted to current user and role\n'
         'using the `SHOW GRANTS` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Show_Grants_For = Requirement(
         name='RQ.SRS-006.RBAC.Show.Grants.For',
@@ -2787,9 +6525,9 @@ RQ_SRS_006_RBAC_Show_Grants_For = Requirement(
         description=(
         '[ClickHouse] SHALL support listing all the privileges granted to a user or a role\n'
         'using the `FOR` clause in the `SHOW GRANTS` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Show_Grants_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Show.Grants.Syntax',
@@ -2804,9 +6542,9 @@ RQ_SRS_006_RBAC_Show_Grants_Syntax = Requirement(
         '``` sql\n'
         'SHOW GRANTS [FOR user_or_role]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create',
@@ -2817,9 +6555,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support creating settings profile using the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_IfNotExists = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.IfNotExists',
@@ -2833,9 +6571,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_IfNotExists = Requirement(
         'to skip raising an exception if a settings profile with the same **name** already exists.\n'
         'If `IF NOT EXISTS` clause is not specified then an exception SHALL be raised if\n'
         'a settings profile with the same **name** already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Replace = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Replace',
@@ -2847,9 +6585,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Replace = Requirement(
         description=(
         '[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE SETTINGS PROFILE` statement\n'
         'to replace existing settings profile if it already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Variables = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Variables',
@@ -2861,9 +6599,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Variables = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning values and constraints to one or more\n'
         'variables in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Variables_Value = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Variables.Value',
@@ -2874,9 +6612,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Variables_Value = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support assigning variable value in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Variables_Constraints = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Variables.Constraints',
@@ -2888,9 +6626,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Variables_Constraints = Requirement(
         description=(
         '[ClickHouse] SHALL support setting `MIN`, `MAX`, `READONLY`, and `WRITABLE`\n'
         'constraints for the variables in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment',
@@ -2902,9 +6640,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning settings profile to one or more users\n'
         'or roles in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment_None = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.None',
@@ -2916,9 +6654,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment_None = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning settings profile to no users or roles using\n'
         '`TO NONE` clause in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment_All = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.All',
@@ -2930,9 +6668,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment_All = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning settings profile to all current users and roles\n'
         'using `TO ALL` clause in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Assignment.AllExcept',
@@ -2944,9 +6682,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Assignment_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support excluding assignment to one or more users or roles using\n'
         'the `ALL EXCEPT` clause in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Inherit = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Inherit',
@@ -2958,9 +6696,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Inherit = Requirement(
         description=(
         '[ClickHouse] SHALL support inheriting profile settings from indicated profile using\n'
         'the `INHERIT` clause in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.OnCluster',
@@ -2972,9 +6710,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying what cluster to create settings profile on\n'
         'using `ON CLUSTER` clause in the `CREATE SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Create_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Create.Syntax',
@@ -2992,9 +6730,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Create_Syntax = Requirement(
         "    [SET varname [= value] [MIN min] [MAX max] [READONLY|WRITABLE] | [INHERIT 'profile_name'] [,...]]\n"
         '    [TO {user_or_role [,...] | NONE | ALL | ALL EXCEPT user_or_role [,...]}]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter',
@@ -3005,9 +6743,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering settings profile using the `ALTER STETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.IfExists',
@@ -3021,9 +6759,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_IfExists = Requirement(
         'to not raise exception if a settings profile does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if a settings profile does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Rename = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Rename',
@@ -3035,9 +6773,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Rename = Requirement(
         description=(
         '[ClickHouse] SHALL support renaming settings profile using the `RANAME TO` clause\n'
         'in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables',
@@ -3049,9 +6787,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables = Requirement(
         description=(
         '[ClickHouse] SHALL support altering values and constraints of one or more\n'
         'variables in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Value = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables.Value',
@@ -3062,9 +6800,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Value = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering value of the variable in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Constraints = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Variables.Constraints',
@@ -3076,9 +6814,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Constraints = Requirement(
         description=(
         '[ClickHouse] SHALL support altering `MIN`, `MAX`, `READONLY`, and `WRITABLE`\n'
         'constraints for the variables in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment',
@@ -3090,9 +6828,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning settings profile to one or more users\n'
         'or roles using the `TO` clause in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_None = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.None',
@@ -3104,9 +6842,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_None = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning settings profile to no users or roles using the\n'
         '`TO NONE` clause in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_All = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.All',
@@ -3118,9 +6856,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_All = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning settings profile to all current users and roles\n'
         'using the `TO ALL` clause in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.AllExcept',
@@ -3132,9 +6870,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support excluding assignment to one or more users or roles using\n'
         'the `TO ALL EXCEPT` clause in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_Inherit = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.Inherit',
@@ -3146,9 +6884,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_Inherit = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the settings profile by inheriting settings from\n'
         'specified profile using `INHERIT` clause in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Assignment.OnCluster',
@@ -3160,9 +6898,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Assignment_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the settings profile on a specified cluster using\n'
         '`ON CLUSTER` clause in the `ALTER SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Alter_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Alter.Syntax',
@@ -3181,9 +6919,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Alter_Syntax = Requirement(
         "    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]\n"
         '    [TO {user_or_role [,...] | NONE | ALL | ALL EXCEPT user_or_role [,...]]}\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Drop = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Drop',
@@ -3194,9 +6932,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Drop = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support removing one or more settings profiles using the `DROP SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Drop_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Drop.IfExists',
@@ -3210,9 +6948,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Drop_IfExists = Requirement(
         'to skip raising an exception if the settings profile does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if a settings profile does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Drop_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Drop.OnCluster',
@@ -3224,9 +6962,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Drop_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support dropping one or more settings profiles on specified cluster using\n'
         '`ON CLUSTER` clause in the `DROP SETTINGS PROFILE` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_Drop_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.Drop.Syntax',
@@ -3241,9 +6979,9 @@ RQ_SRS_006_RBAC_SettingsProfile_Drop_Syntax = Requirement(
         '``` sql\n'
         'DROP SETTINGS PROFILE [IF EXISTS] name [,name,...]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_SettingsProfile_ShowCreateSettingsProfile = Requirement(
         name='RQ.SRS-006.RBAC.SettingsProfile.ShowCreateSettingsProfile',
@@ -3259,9 +6997,9 @@ RQ_SRS_006_RBAC_SettingsProfile_ShowCreateSettingsProfile = Requirement(
         '``` sql\n'
         'SHOW CREATE SETTINGS PROFILE name\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create',
@@ -3272,9 +7010,9 @@ RQ_SRS_006_RBAC_Quota_Create = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support creating quotas using the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_IfNotExists = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.IfNotExists',
@@ -3288,9 +7026,9 @@ RQ_SRS_006_RBAC_Quota_Create_IfNotExists = Requirement(
         'to skip raising an exception if a quota with the same **name** already exists.\n'
         'If `IF NOT EXISTS` clause is not specified then an exception SHALL be raised if\n'
         'a quota with the same **name** already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Replace = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Replace',
@@ -3302,9 +7040,9 @@ RQ_SRS_006_RBAC_Quota_Create_Replace = Requirement(
         description=(
         '[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE QUOTA` statement\n'
         'to replace existing quota if it already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Cluster',
@@ -3316,9 +7054,9 @@ RQ_SRS_006_RBAC_Quota_Create_Cluster = Requirement(
         description=(
         '[ClickHouse] SHALL support creating quotas on a specific cluster with the\n'
         '`ON CLUSTER` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Interval = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Interval',
@@ -3333,13 +7071,14 @@ RQ_SRS_006_RBAC_Quota_Create_Interval = Requirement(
         '`FOR INTERVAL` clause in the `CREATE QUOTA` statement.\n'
         '\n'
         'This statement SHALL also support a number and a time period which will be one\n'
-        'of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:\n'
+        'of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:\n'
         '\n'
-        '`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some real number\n'
+        '`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some real number\n'
         'to define the interval.\n'
+        '\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Interval_Randomized = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Interval.Randomized',
@@ -3354,13 +7093,13 @@ RQ_SRS_006_RBAC_Quota_Create_Interval_Randomized = Requirement(
         '`FOR RANDOMIZED INTERVAL` clause in the `CREATE QUOTA` statement.\n'
         '\n'
         'This statement SHALL also support a number and a time period which will be one\n'
-        'of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:\n'
+        'of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:\n'
         '\n'
-        '`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some\n'
+        '`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some\n'
         'real number to define the interval.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Queries = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Queries',
@@ -3372,9 +7111,9 @@ RQ_SRS_006_RBAC_Quota_Create_Queries = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting number of requests over a period of time\n'
         'using the `QUERIES` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Errors = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Errors',
@@ -3386,9 +7125,9 @@ RQ_SRS_006_RBAC_Quota_Create_Errors = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting number of queries that threw an exception\n'
         'using the `ERRORS` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_ResultRows = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.ResultRows',
@@ -3400,9 +7139,9 @@ RQ_SRS_006_RBAC_Quota_Create_ResultRows = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the total number of rows given as the result\n'
         'using the `RESULT ROWS` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_ReadRows = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.ReadRows',
@@ -3415,9 +7154,9 @@ RQ_SRS_006_RBAC_Quota_Create_ReadRows = Requirement(
         '[ClickHouse] SHALL support limiting the total number of source rows read from tables\n'
         'for running the query on all remote servers\n'
         'using the `READ ROWS` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_ResultBytes = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.ResultBytes',
@@ -3429,9 +7168,9 @@ RQ_SRS_006_RBAC_Quota_Create_ResultBytes = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the total number of bytes that can be returned as the result\n'
         'using the `RESULT BYTES` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_ReadBytes = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.ReadBytes',
@@ -3444,9 +7183,9 @@ RQ_SRS_006_RBAC_Quota_Create_ReadBytes = Requirement(
         '[ClickHouse] SHALL support limiting the total number of source bytes read from tables\n'
         'for running the query on all remote servers\n'
         'using the `READ BYTES` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_ExecutionTime = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.ExecutionTime',
@@ -3458,9 +7197,9 @@ RQ_SRS_006_RBAC_Quota_Create_ExecutionTime = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the maximum query execution time\n'
         'using the `EXECUTION TIME` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_NoLimits = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.NoLimits',
@@ -3472,9 +7211,9 @@ RQ_SRS_006_RBAC_Quota_Create_NoLimits = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the maximum query execution time\n'
         'using the `NO LIMITS` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_TrackingOnly = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.TrackingOnly',
@@ -3486,9 +7225,9 @@ RQ_SRS_006_RBAC_Quota_Create_TrackingOnly = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the maximum query execution time\n'
         'using the `TRACKING ONLY` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_KeyedBy = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.KeyedBy',
@@ -3500,9 +7239,9 @@ RQ_SRS_006_RBAC_Quota_Create_KeyedBy = Requirement(
         description=(
         '[ClickHouse] SHALL support to track quota for some key\n'
         'following the `KEYED BY` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_KeyedByOptions = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.KeyedByOptions',
@@ -3517,9 +7256,9 @@ RQ_SRS_006_RBAC_Quota_Create_KeyedByOptions = Requirement(
         '\n'
         "'parameter' can be one of:\n"
         "`{'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}`\n"
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Assignment = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Assignment',
@@ -3531,9 +7270,9 @@ RQ_SRS_006_RBAC_Quota_Create_Assignment = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning quota to one or more users\n'
         'or roles using the `TO` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Assignment_None = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Assignment.None',
@@ -3545,9 +7284,9 @@ RQ_SRS_006_RBAC_Quota_Create_Assignment_None = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning quota to no users or roles using\n'
         '`TO NONE` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Assignment_All = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Assignment.All',
@@ -3559,9 +7298,9 @@ RQ_SRS_006_RBAC_Quota_Create_Assignment_All = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning quota to all current users and roles\n'
         'using `TO ALL` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Assignment_Except = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Assignment.Except',
@@ -3573,9 +7312,9 @@ RQ_SRS_006_RBAC_Quota_Create_Assignment_Except = Requirement(
         description=(
         '[ClickHouse] SHALL support excluding assignment of quota to one or more users or roles using\n'
         'the `EXCEPT` clause in the `CREATE QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Create_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Create.Syntax',
@@ -3590,14 +7329,14 @@ RQ_SRS_006_RBAC_Quota_Create_Syntax = Requirement(
         '```sql\n'
         'CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]\n'
         "    [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]\n"
-        '    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}\n'
+        '    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}\n'
         '        {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |\n'
         '         NO LIMITS | TRACKING ONLY} [,...]]\n'
         '    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter',
@@ -3608,9 +7347,9 @@ RQ_SRS_006_RBAC_Quota_Alter = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering quotas using the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.IfExists',
@@ -3624,9 +7363,9 @@ RQ_SRS_006_RBAC_Quota_Alter_IfExists = Requirement(
         'to skip raising an exception if a quota does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be raised if\n'
         'a quota does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Rename = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Rename',
@@ -3638,9 +7377,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Rename = Requirement(
         description=(
         '[ClickHouse] SHALL support `RENAME TO` clause in the `ALTER QUOTA` statement\n'
         'to rename the quota to the specified name.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Cluster',
@@ -3652,9 +7391,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Cluster = Requirement(
         description=(
         '[ClickHouse] SHALL support altering quotas on a specific cluster with the\n'
         '`ON CLUSTER` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Interval = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Interval',
@@ -3669,13 +7408,13 @@ RQ_SRS_006_RBAC_Quota_Alter_Interval = Requirement(
         '`FOR INTERVAL` clause in the `ALTER QUOTA` statement.\n'
         '\n'
         'This statement SHALL also support a number and a time period which will be one\n'
-        'of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:\n'
+        'of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:\n'
         '\n'
-        '`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some real number\n'
+        '`FOR INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some real number\n'
         'to define the interval.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Interval_Randomized = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Interval.Randomized',
@@ -3690,13 +7429,13 @@ RQ_SRS_006_RBAC_Quota_Alter_Interval_Randomized = Requirement(
         '`FOR RANDOMIZED INTERVAL` clause in the `ALTER QUOTA` statement.\n'
         '\n'
         'This statement SHALL also support a number and a time period which will be one\n'
-        'of `{SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}`. Thus, the complete syntax SHALL be:\n'
+        'of `{SECOND | MINUTE | HOUR | DAY | MONTH}`. Thus, the complete syntax SHALL be:\n'
         '\n'
-        '`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}` where number is some\n'
+        '`FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}` where number is some\n'
         'real number to define the interval.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Queries = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Queries',
@@ -3708,9 +7447,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Queries = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the limit of number of requests over a period of time\n'
         'using the `QUERIES` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Errors = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Errors',
@@ -3722,9 +7461,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Errors = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the limit of number of queries that threw an exception\n'
         'using the `ERRORS` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_ResultRows = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.ResultRows',
@@ -3736,9 +7475,9 @@ RQ_SRS_006_RBAC_Quota_Alter_ResultRows = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the limit of the total number of rows given as the result\n'
         'using the `RESULT ROWS` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_ReadRows = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.ReadRows',
@@ -3751,9 +7490,9 @@ RQ_SRS_006_RBAC_Quota_Alter_ReadRows = Requirement(
         '[ClickHouse] SHALL support altering the limit of the total number of source rows read from tables\n'
         'for running the query on all remote servers\n'
         'using the `READ ROWS` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ALter_ResultBytes = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ALter.ResultBytes',
@@ -3765,9 +7504,9 @@ RQ_SRS_006_RBAC_Quota_ALter_ResultBytes = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the limit of the total number of bytes that can be returned as the result\n'
         'using the `RESULT BYTES` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_ReadBytes = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.ReadBytes',
@@ -3780,9 +7519,9 @@ RQ_SRS_006_RBAC_Quota_Alter_ReadBytes = Requirement(
         '[ClickHouse] SHALL support altering the limit of the total number of source bytes read from tables\n'
         'for running the query on all remote servers\n'
         'using the `READ BYTES` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_ExecutionTime = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.ExecutionTime',
@@ -3794,9 +7533,9 @@ RQ_SRS_006_RBAC_Quota_Alter_ExecutionTime = Requirement(
         description=(
         '[ClickHouse] SHALL support altering the limit of the maximum query execution time\n'
         'using the `EXECUTION TIME` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_NoLimits = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.NoLimits',
@@ -3808,9 +7547,9 @@ RQ_SRS_006_RBAC_Quota_Alter_NoLimits = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the maximum query execution time\n'
         'using the `NO LIMITS` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_TrackingOnly = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.TrackingOnly',
@@ -3822,9 +7561,9 @@ RQ_SRS_006_RBAC_Quota_Alter_TrackingOnly = Requirement(
         description=(
         '[ClickHouse] SHALL support limiting the maximum query execution time\n'
         'using the `TRACKING ONLY` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_KeyedBy = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.KeyedBy',
@@ -3836,9 +7575,9 @@ RQ_SRS_006_RBAC_Quota_Alter_KeyedBy = Requirement(
         description=(
         '[ClickHouse] SHALL support altering quota to track quota separately for some key\n'
         'following the `KEYED BY` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_KeyedByOptions = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.KeyedByOptions',
@@ -3853,9 +7592,9 @@ RQ_SRS_006_RBAC_Quota_Alter_KeyedByOptions = Requirement(
         '\n'
         "'parameter' can be one of:\n"
         "`{'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}`\n"
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Assignment = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Assignment',
@@ -3867,9 +7606,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Assignment = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning quota to one or more users\n'
         'or roles using the `TO` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Assignment_None = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Assignment.None',
@@ -3881,9 +7620,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Assignment_None = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning quota to no users or roles using\n'
         '`TO NONE` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Assignment_All = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Assignment.All',
@@ -3895,9 +7634,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Assignment_All = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning quota to all current users and roles\n'
         'using `TO ALL` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Assignment_Except = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Assignment.Except',
@@ -3909,9 +7648,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Assignment_Except = Requirement(
         description=(
         '[ClickHouse] SHALL support excluding assignment of quota to one or more users or roles using\n'
         'the `EXCEPT` clause in the `ALTER QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Alter_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Alter.Syntax',
@@ -3929,9 +7668,9 @@ RQ_SRS_006_RBAC_Quota_Alter_Syntax = Requirement(
         '    [KEYED BY USERNAME | KEYED BY IP | NOT KEYED] [ALLOW CUSTOM KEY | DISALLOW CUSTOM KEY]\n'
         '    [TO {user_or_role [,...] | NONE | ALL} [EXCEPT user_or_role [,...]]]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Drop = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Drop',
@@ -3942,9 +7681,9 @@ RQ_SRS_006_RBAC_Quota_Drop = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support removing one or more quotas using the `DROP QUOTA` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Drop_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Drop.IfExists',
@@ -3958,9 +7697,9 @@ RQ_SRS_006_RBAC_Quota_Drop_IfExists = Requirement(
         'to skip raising an exception when the quota does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if the quota does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Drop_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Drop.Cluster',
@@ -3972,9 +7711,9 @@ RQ_SRS_006_RBAC_Quota_Drop_Cluster = Requirement(
         description=(
         '[ClickHouse] SHALL support using `ON CLUSTER` clause in the `DROP QUOTA` statement\n'
         'to indicate the cluster the quota to be dropped is located on.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_Drop_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Quota.Drop.Syntax',
@@ -3989,9 +7728,9 @@ RQ_SRS_006_RBAC_Quota_Drop_Syntax = Requirement(
         '``` sql\n'
         'DROP QUOTA [IF EXISTS] name [,name...]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowQuotas = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowQuotas',
@@ -4003,9 +7742,9 @@ RQ_SRS_006_RBAC_Quota_ShowQuotas = Requirement(
         description=(
         '[ClickHouse] SHALL support showing all of the current quotas\n'
         'using the `SHOW QUOTAS` statement with the following syntax\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowQuotas_IntoOutfile = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowQuotas.IntoOutfile',
@@ -4016,9 +7755,9 @@ RQ_SRS_006_RBAC_Quota_ShowQuotas_IntoOutfile = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support the `INTO OUTFILE` clause in the `SHOW QUOTAS` statement to define an outfile by some given string literal.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowQuotas_Format = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowQuotas.Format',
@@ -4032,9 +7771,9 @@ RQ_SRS_006_RBAC_Quota_ShowQuotas_Format = Requirement(
         '\n'
         'The types of valid formats are many, listed in output column:\n'
         'https://clickhouse.tech/docs/en/interfaces/formats/\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowQuotas_Settings = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowQuotas.Settings',
@@ -4045,9 +7784,10 @@ RQ_SRS_006_RBAC_Quota_ShowQuotas_Settings = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support the `SETTINGS` clause in the `SHOW QUOTAS` statement to define settings in the showing of all quotas.\n'
+        '\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowQuotas_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowQuotas.Syntax',
@@ -4063,8 +7803,7 @@ RQ_SRS_006_RBAC_Quota_ShowQuotas_Syntax = Requirement(
         'SHOW QUOTAS\n'
         '```\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowCreateQuota_Name = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Name',
@@ -4080,9 +7819,9 @@ RQ_SRS_006_RBAC_Quota_ShowCreateQuota_Name = Requirement(
         '``` sql\n'
         'SHOW CREATE QUOTA name\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowCreateQuota_Current = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Current',
@@ -4095,9 +7834,9 @@ RQ_SRS_006_RBAC_Quota_ShowCreateQuota_Current = Requirement(
         '[ClickHouse] SHALL support showing the `CREATE QUOTA` statement used to create the CURRENT quota\n'
         'using the `SHOW CREATE QUOTA CURRENT` statement or the shorthand form\n'
         '`SHOW CREATE QUOTA`\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Quota_ShowCreateQuota_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.Quota.ShowCreateQuota.Syntax',
@@ -4113,9 +7852,9 @@ RQ_SRS_006_RBAC_Quota_ShowCreateQuota_Syntax = Requirement(
         '```sql\n'
         'SHOW CREATE QUOTA [name | CURRENT]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create',
@@ -4126,9 +7865,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support creating row policy using the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_IfNotExists = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.IfNotExists',
@@ -4142,9 +7881,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_IfNotExists = Requirement(
         'to skip raising an exception if a row policy with the same **name** already exists.\n'
         'If the `IF NOT EXISTS` clause is not specified then an exception SHALL be raised if\n'
         'a row policy with the same **name** already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Replace = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Replace',
@@ -4156,9 +7895,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Replace = Requirement(
         description=(
         '[ClickHouse] SHALL support `OR REPLACE` clause in the `CREATE ROW POLICY` statement\n'
         'to replace existing row policy if it already exists.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.OnCluster',
@@ -4170,9 +7909,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying cluster on which to create the role policy\n'
         'using the `ON CLUSTER` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_On = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.On',
@@ -4184,9 +7923,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_On = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying table on which to create the role policy\n'
         'using the `ON` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Access = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Access',
@@ -4198,9 +7937,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Access = Requirement(
         description=(
         '[ClickHouse] SHALL support allowing or restricting access to rows using the\n'
         '`AS` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Access_Permissive = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Access.Permissive',
@@ -4212,9 +7951,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Access_Permissive = Requirement(
         description=(
         '[ClickHouse] SHALL support allowing access to rows using the\n'
         '`AS PERMISSIVE` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Access_Restrictive = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Access.Restrictive',
@@ -4226,9 +7965,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Access_Restrictive = Requirement(
         description=(
         '[ClickHouse] SHALL support restricting access to rows using the\n'
         '`AS RESTRICTIVE` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_ForSelect = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.ForSelect',
@@ -4241,9 +7980,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_ForSelect = Requirement(
         '[ClickHouse] SHALL support specifying which rows are affected\n'
         'using the `FOR SELECT` clause in the `CREATE ROW POLICY` statement.\n'
         'REQUIRES CONFIRMATION\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Condition = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Condition',
@@ -4256,9 +7995,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Condition = Requirement(
         '[ClickHouse] SHALL support specifying a condition that\n'
         'that can be any SQL expression which returns a boolean using the `USING`\n'
         'clause in the `CREATE ROW POLOCY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Assignment',
@@ -4270,9 +8009,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning row policy to one or more users\n'
         'or roles using the `TO` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_None = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.None',
@@ -4284,9 +8023,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_None = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning row policy to no users or roles using\n'
         'the `TO NONE` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_All = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.All',
@@ -4298,9 +8037,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_All = Requirement(
         description=(
         '[ClickHouse] SHALL support assigning row policy to all current users and roles\n'
         'using `TO ALL` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Assignment.AllExcept',
@@ -4312,9 +8051,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support excluding assignment of row policy to one or more users or roles using\n'
         'the `ALL EXCEPT` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Create_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Create.Syntax',
@@ -4333,9 +8072,9 @@ RQ_SRS_006_RBAC_RowPolicy_Create_Syntax = Requirement(
         '    [USING condition]\n'
         '    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter',
@@ -4346,9 +8085,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support altering row policy using the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.IfExists',
@@ -4362,9 +8101,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_IfExists = Requirement(
         'to skip raising an exception if a row policy does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be raised if\n'
         'a row policy does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_ForSelect = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.ForSelect',
@@ -4377,9 +8116,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_ForSelect = Requirement(
         '[ClickHouse] SHALL support modifying rows on which to apply the row policy\n'
         'using the `FOR SELECT` clause in the `ALTER ROW POLICY` statement.\n'
         'REQUIRES FUNCTION CONFIRMATION.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.OnCluster',
@@ -4391,9 +8130,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying cluster on which to alter the row policy\n'
         'using the `ON CLUSTER` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_On = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.On',
@@ -4405,9 +8144,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_On = Requirement(
         description=(
         '[ClickHouse] SHALL support specifying table on which to alter the row policy\n'
         'using the `ON` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Rename = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Rename',
@@ -4419,9 +8158,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Rename = Requirement(
         description=(
         '[ClickHouse] SHALL support renaming the row policy using the `RENAME` clause\n'
         'in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Access = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Access',
@@ -4433,9 +8172,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Access = Requirement(
         description=(
         '[ClickHouse] SHALL support altering access to rows using the\n'
         '`AS` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Access_Permissive = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Access.Permissive',
@@ -4447,9 +8186,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Access_Permissive = Requirement(
         description=(
         '[ClickHouse] SHALL support permitting access to rows using the\n'
         '`AS PERMISSIVE` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Access_Restrictive = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Access.Restrictive',
@@ -4461,9 +8200,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Access_Restrictive = Requirement(
         description=(
         '[ClickHouse] SHALL support restricting access to rows using the\n'
         '`AS RESTRICTIVE` clause in the `CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Condition = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Condition',
@@ -4475,9 +8214,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Condition = Requirement(
         description=(
         '[ClickHouse] SHALL support re-specifying the row policy condition\n'
         'using the `USING` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Condition_None = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Condition.None',
@@ -4489,9 +8228,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Condition_None = Requirement(
         description=(
         '[ClickHouse] SHALL support removing the row policy condition\n'
         'using the `USING NONE` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment',
@@ -4503,9 +8242,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning row policy to one or more users\n'
         'or roles using the `TO` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment_None = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.None',
@@ -4517,9 +8256,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment_None = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning row policy to no users or roles using\n'
         'the `TO NONE` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment_All = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.All',
@@ -4531,9 +8270,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment_All = Requirement(
         description=(
         '[ClickHouse] SHALL support reassigning row policy to all current users and roles\n'
         'using the `TO ALL` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment_AllExcept = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Assignment.AllExcept',
@@ -4545,9 +8284,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Assignment_AllExcept = Requirement(
         description=(
         '[ClickHouse] SHALL support excluding assignment of row policy to one or more users or roles using\n'
         'the `ALL EXCEPT` clause in the `ALTER ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Alter_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Alter.Syntax',
@@ -4567,9 +8306,9 @@ RQ_SRS_006_RBAC_RowPolicy_Alter_Syntax = Requirement(
         '    [USING {condition | NONE}][,...]\n'
         '    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Drop = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Drop',
@@ -4580,9 +8319,9 @@ RQ_SRS_006_RBAC_RowPolicy_Drop = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support removing one or more row policies using the `DROP ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Drop_IfExists = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Drop.IfExists',
@@ -4596,9 +8335,9 @@ RQ_SRS_006_RBAC_RowPolicy_Drop_IfExists = Requirement(
         'to skip raising an exception when the row policy does not exist.\n'
         'If the `IF EXISTS` clause is not specified then an exception SHALL be\n'
         'raised if the row policy does not exist.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Drop_On = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Drop.On',
@@ -4610,9 +8349,9 @@ RQ_SRS_006_RBAC_RowPolicy_Drop_On = Requirement(
         description=(
         '[ClickHouse] SHALL support removing row policy from one or more specified tables\n'
         'using the `ON` clause in the `DROP ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Drop_OnCluster = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Drop.OnCluster',
@@ -4624,9 +8363,9 @@ RQ_SRS_006_RBAC_RowPolicy_Drop_OnCluster = Requirement(
         description=(
         '[ClickHouse] SHALL support removing row policy from specified cluster\n'
         'using the `ON CLUSTER` clause in the `DROP ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_Drop_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.Drop.Syntax',
@@ -4641,9 +8380,9 @@ RQ_SRS_006_RBAC_RowPolicy_Drop_Syntax = Requirement(
         '``` sql\n'
         'DROP [ROW] POLICY [IF EXISTS] name [,...] ON [database.]table [,...] [ON CLUSTER cluster_name]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowCreateRowPolicy = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy',
@@ -4655,9 +8394,9 @@ RQ_SRS_006_RBAC_RowPolicy_ShowCreateRowPolicy = Requirement(
         description=(
         '[ClickHouse] SHALL support showing the `CREATE ROW POLICY` statement used to create the row policy\n'
         'using the `SHOW CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowCreateRowPolicy_On = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy.On',
@@ -4669,9 +8408,9 @@ RQ_SRS_006_RBAC_RowPolicy_ShowCreateRowPolicy_On = Requirement(
         description=(
         '[ClickHouse] SHALL support showing statement used to create row policy on specific table\n'
         'using the `ON` in the `SHOW CREATE ROW POLICY` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowCreateRowPolicy_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowCreateRowPolicy.Syntax',
@@ -4686,9 +8425,9 @@ RQ_SRS_006_RBAC_RowPolicy_ShowCreateRowPolicy_Syntax = Requirement(
         '``` sql\n'
         'SHOW CREATE [ROW] POLICY name ON [database.]table\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowRowPolicies = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies',
@@ -4699,9 +8438,9 @@ RQ_SRS_006_RBAC_RowPolicy_ShowRowPolicies = Requirement(
         uid=None,
         description=(
         '[ClickHouse] SHALL support showing row policies using the `SHOW ROW POLICIES` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowRowPolicies_On = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.On',
@@ -4713,9 +8452,9 @@ RQ_SRS_006_RBAC_RowPolicy_ShowRowPolicies_On = Requirement(
         description=(
         '[ClickHouse] SHALL support showing row policies on a specific table\n'
         'using the `ON` clause in the `SHOW ROW POLICIES` statement.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RowPolicy_ShowRowPolicies_Syntax = Requirement(
         name='RQ.SRS-006.RBAC.RowPolicy.ShowRowPolicies.Syntax',
@@ -4730,9 +8469,499 @@ RQ_SRS_006_RBAC_RowPolicy_ShowRowPolicies_Syntax = Requirement(
         '```sql\n'
         'SHOW [ROW] POLICIES [ON [database.]table]\n'
         '```\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
+
+RQ_SRS_006_RBAC_Table_PublicTables = Requirement(
+        name='RQ.SRS-006.RBAC.Table.PublicTables',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support that a user without any privileges will be able to access the following tables\n'
+        '\n'
+        '* system.one\n'
+        '* system.numbers\n'
+        '* system.contributors\n'
+        '* system.functions\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_ShowTables = Requirement(
+        name='RQ.SRS-006.RBAC.Table.ShowTables',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL add a table to the list of tables accessible through `SHOW TABLES` by a user if and only if\n'
+        'that user has any privilege on that table, either directly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_DistributedTable_Create = Requirement(
+        name='RQ.SRS-006.RBAC.Table.DistributedTable.Create',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL successfully `CREATE` a distributed table if and only if\n'
+        'the user has **create table** privilege on the table and **remote** privilege on *.*.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_DistributedTable_Select = Requirement(
+        name='RQ.SRS-006.RBAC.Table.DistributedTable.Select',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL successfully `SELECT` from a distributed table if and only if\n'
+        'the user has **select** privilege on the table and on the remote table specified in the `CREATE` query of the distributed table.\n'
+        '\n'
+        'Does not require **select** privilege for the remote table if the remote table does not exist on the same server as the user.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_DistributedTable_Insert = Requirement(
+        name='RQ.SRS-006.RBAC.Table.DistributedTable.Insert',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL successfully `INSERT` into a distributed table if and only if\n'
+        'the user has **insert** privilege on the table and on the remote table specified in the `CREATE` query of the distributed table.\n'
+        '\n'
+        'Does not require **insert** privilege for the remote table if the remote table does not exist on the same server as the user,\n'
+        'insert executes into the remote table on a different server.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_DistributedTable_SpecialTables = Requirement(
+        name='RQ.SRS-006.RBAC.Table.DistributedTable.SpecialTables',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL successfully execute a query using a distributed table that uses one of the special tables if and only if\n'
+        'the user has the necessary privileges to interact with that special table, either granted directly or through a role.\n'
+        'Special tables include:\n'
+        '* materialized view\n'
+        '* distributed table\n'
+        '* source table of a materialized view\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_DistributedTable_LocalUser = Requirement(
+        name='RQ.SRS-006.RBAC.Table.DistributedTable.LocalUser',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL successfully execute a query using a distributed table from\n'
+        'a user present locally, but not remotely.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Table_DistributedTable_SameUserDifferentNodesDifferentPrivileges = Requirement(
+        name='RQ.SRS-006.RBAC.Table.DistributedTable.SameUserDifferentNodesDifferentPrivileges',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL successfully execute a query using a distributed table by a user that exists on multiple nodes\n'
+        'if and only if the user has the required privileges on the node the query is being executed from.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_View = Requirement(
+        name='RQ.SRS-006.RBAC.View',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to **create**, **select** and **drop**\n'
+        'privileges for a view for users or roles.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_View_Create = Requirement(
+        name='RQ.SRS-006.RBAC.View.Create',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `CREATE VIEW` command if and only if\n'
+        'the user has **create view** privilege either explicitly or through roles.\n'
+        '\n'
+        'If the stored query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE VIEW view AS SELECT * FROM source_table\n'
+        'CREATE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))\n'
+        'CREATE VIEW view AS SELECT * FROM table0 JOIN table1 USING column\n'
+        'CREATE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2\n'
+        'CREATE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))\n'
+        'CREATE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_View_Select = Requirement(
+        name='RQ.SRS-006.RBAC.View.Select',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully `SELECT` from a view if and only if\n'
+        'the user has **select** privilege for that view either explicitly or through a role.\n'
+        '\n'
+        'If the stored query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE VIEW view AS SELECT * FROM source_table\n'
+        'CREATE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))\n'
+        'CREATE VIEW view AS SELECT * FROM table0 JOIN table1 USING column\n'
+        'CREATE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2\n'
+        'CREATE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))\n'
+        'CREATE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2\n'
+        '\n'
+        'SELECT * FROM view\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_View_Drop = Requirement(
+        name='RQ.SRS-006.RBAC.View.Drop',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if\n'
+        'the user has **drop view** privilege on that view either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to **create**, **select**, **alter** and **drop**\n'
+        'privileges for a materialized view for users or roles.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Create = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Create',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `CREATE MATERIALIZED VIEW` command if and only if\n'
+        'the user has **create view** privilege either explicitly or through roles.\n'
+        '\n'
+        'If `POPULATE` is specified, the user must have `INSERT` privilege on the view,\n'
+        'either explicitly or through roles.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory POPULATE AS SELECT * FROM source_table\n'
+        '```\n'
+        '\n'
+        'If the stored query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM source_table\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 JOIN table1 USING column\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))\n'
+        'CREATE MATERIALIZED VIEW view0 ENGINE = Memory AS SELECT column FROM view1 UNION ALL SELECT column FROM view2\n'
+        '```\n'
+        '\n'
+        'If the materialized view has a target table explicitly declared in the `TO` clause, the user must have\n'
+        '**insert** and **select** privilege on the target table.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE MATERIALIZED VIEW view TO target_table AS SELECT * FROM source_table\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Select = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Select',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully `SELECT` from a materialized view if and only if\n'
+        'the user has **select** privilege for that view either explicitly or through a role.\n'
+        '\n'
+        'If the stored query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM source_table\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 JOIN table1 USING column\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2\n'
+        'CREATE MATERIALIZED VIEW view ENGINE = Memory AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))\n'
+        'CREATE MATERIALIZED VIEW view0 ENGINE = Memory AS SELECT column FROM view1 UNION ALL SELECT column FROM view2\n'
+        '\n'
+        'SELECT * FROM view\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Select_TargetTable = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Select.TargetTable',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully `SELECT` from the target table, implicit or explicit, of a materialized view if and only if\n'
+        'the user has `SELECT` privilege for the table, either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Select_SourceTable = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Select.SourceTable',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully `SELECT` from the source table of a materialized view if and only if\n'
+        'the user has `SELECT` privilege for the table, either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Drop = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Drop',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if\n'
+        'the user has **drop view** privilege on that view either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_ModifyQuery = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.ModifyQuery',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `MODIFY QUERY` command if and only if\n'
+        'the user has **modify query** privilege on that view either explicitly or through a role.\n'
+        '\n'
+        'If the new query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'ALTER TABLE view MODIFY QUERY SELECT * FROM source_table\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Insert = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Insert',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only succesfully `INSERT` into a materialized view if and only if\n'
+        'the user has `INSERT` privilege on the view, either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Insert_SourceTable = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Insert.SourceTable',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only succesfully `INSERT` into a source table of a materialized view if and only if\n'
+        'the user has `INSERT` privilege on the source table, either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_MaterializedView_Insert_TargetTable = Requirement(
+        name='RQ.SRS-006.RBAC.MaterializedView.Insert.TargetTable',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only succesfully `INSERT` into a target table of a materialized view if and only if\n'
+        'the user has `INSERT` privelege on the target table, either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_LiveView = Requirement(
+        name='RQ.SRS-006.RBAC.LiveView',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to **create**, **select**, **alter** and **drop**\n'
+        'privileges for a live view for users or roles.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_LiveView_Create = Requirement(
+        name='RQ.SRS-006.RBAC.LiveView.Create',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `CREATE LIVE VIEW` command if and only if\n'
+        'the user has **create view** privilege either explicitly or through roles.\n'
+        '\n'
+        'If the stored query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM source_table\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM table0 JOIN table1 USING column\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2\n'
+        'CREATE LIVE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))\n'
+        'CREATE LIVE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_LiveView_Select = Requirement(
+        name='RQ.SRS-006.RBAC.LiveView.Select',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully `SELECT` from a live view if and only if\n'
+        'the user has **select** privilege for that view either explicitly or through a role.\n'
+        '\n'
+        'If the stored query includes one or more source tables, the user must have **select** privilege\n'
+        'on all the source tables either explicitly or through a role.\n'
+        'For example,\n'
+        '```sql\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM source_table\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM table0 WHERE column IN (SELECT column FROM table1 WHERE column IN (SELECT column FROM table2 WHERE expression))\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM table0 JOIN table1 USING column\n'
+        'CREATE LIVE VIEW view AS SELECT * FROM table0 UNION ALL SELECT * FROM table1 UNION ALL SELECT * FROM table2\n'
+        'CREATE LIVE VIEW view AS SELECT column FROM table0 JOIN table1 USING column UNION ALL SELECT column FROM table2 WHERE column IN (SELECT column FROM table3 WHERE column IN (SELECT column FROM table4 WHERE expression))\n'
+        'CREATE LIVE VIEW view0 AS SELECT column FROM view1 UNION ALL SELECT column FROM view2\n'
+        '\n'
+        'SELECT * FROM view\n'
+        '```\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_LiveView_Drop = Requirement(
+        name='RQ.SRS-006.RBAC.LiveView.Drop',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute a `DROP VIEW` command if and only if\n'
+        'the user has **drop view** privilege on that view either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_LiveView_Refresh = Requirement(
+        name='RQ.SRS-006.RBAC.LiveView.Refresh',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL only successfully execute an `ALTER LIVE VIEW REFRESH` command if and only if\n'
+        'the user has **refresh** privilege on that view either explicitly or through a role.\n'
+        '\n'
+        ),
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Usage = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Usage',
@@ -4744,9 +8973,9 @@ RQ_SRS_006_RBAC_Privileges_Usage = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **usage** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select',
@@ -4756,14 +8985,14 @@ RQ_SRS_006_RBAC_Privileges_Select = Requirement(
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support changing access to the **select** privilege\n'
+        '[ClickHouse] SHALL support controlling access to the **select** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
         'Any `SELECT INTO` statements SHALL not to be executed, unless the user\n'
         'has the **select** privilege for the destination table\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_Grant = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.Grant',
@@ -4775,9 +9004,9 @@ RQ_SRS_006_RBAC_Privileges_Select_Grant = Requirement(
         description=(
         '[ClickHouse] SHALL support granting **select** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_Revoke = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.Revoke',
@@ -4789,9 +9018,9 @@ RQ_SRS_006_RBAC_Privileges_Select_Revoke = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking **select** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_Column = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.Column',
@@ -4806,9 +9035,9 @@ RQ_SRS_006_RBAC_Privileges_Select_Column = Requirement(
         'Any `SELECT INTO` statements SHALL not to be executed, unless the user\n'
         'has the **select** privilege for the destination column\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.Cluster',
@@ -4822,9 +9051,9 @@ RQ_SRS_006_RBAC_Privileges_Select_Cluster = Requirement(
         'on a specified cluster to one or more **users** or **roles**.\n'
         'Any `SELECT INTO` statements SHALL succeed only on nodes where\n'
         'the table exists and privilege was granted.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_GrantOption = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.GrantOption',
@@ -4839,9 +9068,9 @@ RQ_SRS_006_RBAC_Privileges_Select_GrantOption = Requirement(
         'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
         'change access to the **select** privilege by another user or role\n'
         'on the same or smaller scope that they have access to.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_GrantOption_Grant = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Grant',
@@ -4856,9 +9085,9 @@ RQ_SRS_006_RBAC_Privileges_Select_GrantOption_Grant = Requirement(
         'or smaller scope that they have access to. Any `SELECT INTO` statements SHALL succeed\n'
         'when done by a user with privilege granted by a user with `GRANT OPTION`,\n'
         'either directly or through an assigned role.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Select_GrantOption_Revoke = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Select.GrantOption.Revoke',
@@ -4873,107 +9102,38 @@ RQ_SRS_006_RBAC_Privileges_Select_GrantOption_Revoke = Requirement(
         'or smaller scope that they have access to. Any `SELECT INTO` statements SHALL fail\n'
         'when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
         'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Select_MergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.MergeTree',
+RQ_SRS_006_RBAC_Privileges_Select_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.Select.TableEngines',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the MergeTree engine.\n'
+        '[ClickHouse] SHALL support controlling access to the **select** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '* ReplacingMergeTree\n'
+        '* SummingMergeTree\n'
+        '* AggregatingMergeTree\n'
+        '* CollapsingMergeTree\n'
+        '* VersionedCollapsingMergeTree\n'
+        '* GraphiteMergeTree\n'
+        '* ReplicatedMergeTree\n'
+        '* ReplicatedSummingMergeTree\n'
+        '* ReplicatedReplacingMergeTree\n'
+        '* ReplicatedAggregatingMergeTree\n'
+        '* ReplicatedCollapsingMergeTree\n'
+        '* ReplicatedVersionedCollapsingMergeTree\n'
+        '* ReplicatedGraphiteMergeTree\n'
+        '\n'
         ),
-        link=None
-    )
-
-RQ_SRS_006_RBAC_Privileges_Select_ReplacingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.ReplacingMergeTree',
-        version='1.0',
-        priority=None,
-        group=None,
-        type=None,
-        uid=None,
-        description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the ReplacingMergeTree engine.\n'
-        ),
-        link=None
-    )
-
-RQ_SRS_006_RBAC_Privileges_Select_SummingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.SummingMergeTree',
-        version='1.0',
-        priority=None,
-        group=None,
-        type=None,
-        uid=None,
-        description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the SummingMergeTree engine.\n'
-        ),
-        link=None
-    )
-
-RQ_SRS_006_RBAC_Privileges_Select_AggregatingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.AggregatingMergeTree',
-        version='1.0',
-        priority=None,
-        group=None,
-        type=None,
-        uid=None,
-        description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the AggregatingMergeTree engine.\n'
-        ),
-        link=None
-    )
-
-RQ_SRS_006_RBAC_Privileges_Select_CollapsingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.CollapsingMergeTree',
-        version='1.0',
-        priority=None,
-        group=None,
-        type=None,
-        uid=None,
-        description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the CollapsingMergeTree engine.\n'
-        ),
-        link=None
-    )
-
-RQ_SRS_006_RBAC_Privileges_Select_VersionedCollapsingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.VersionedCollapsingMergeTree',
-        version='1.0',
-        priority=None,
-        group=None,
-        type=None,
-        uid=None,
-        description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the VersionedCollapsingMergeTree engine.\n'
-        ),
-        link=None
-    )
-
-RQ_SRS_006_RBAC_Privileges_Select_GraphiteMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Select.GraphiteMergeTree',
-        version='1.0',
-        priority=None,
-        group=None,
-        type=None,
-        uid=None,
-        description=(
-        '[ClickHouse] SHALL support granting and revoking the **select** privilege on a table\n'
-        'created using the GraphiteMergeTree engine.\n'
-        ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert',
@@ -4983,14 +9143,14 @@ RQ_SRS_006_RBAC_Privileges_Insert = Requirement(
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support changing access to the **insert** privilege\n'
+        '[ClickHouse] SHALL support controlling access to the **insert** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
         'Any `INSERT INTO` statements SHALL not to be executed, unless the user\n'
         'has the **insert** privilege for the destination table\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_Grant = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.Grant',
@@ -5002,9 +9162,9 @@ RQ_SRS_006_RBAC_Privileges_Insert_Grant = Requirement(
         description=(
         '[ClickHouse] SHALL support granting **insert** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_Revoke = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.Revoke',
@@ -5016,9 +9176,9 @@ RQ_SRS_006_RBAC_Privileges_Insert_Revoke = Requirement(
         description=(
         '[ClickHouse] SHALL support revoking **insert** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_Column = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.Column',
@@ -5033,9 +9193,9 @@ RQ_SRS_006_RBAC_Privileges_Insert_Column = Requirement(
         'Any `INSERT INTO` statements SHALL not to be executed, unless the user\n'
         'has the **insert** privilege for the destination column\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_Cluster = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.Cluster',
@@ -5049,9 +9209,9 @@ RQ_SRS_006_RBAC_Privileges_Insert_Cluster = Requirement(
         'on a specified cluster to one or more **users** or **roles**.\n'
         'Any `INSERT INTO` statements SHALL succeed only on nodes where\n'
         'the table exists and privilege was granted.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_GrantOption = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.GrantOption',
@@ -5066,9 +9226,9 @@ RQ_SRS_006_RBAC_Privileges_Insert_GrantOption = Requirement(
         'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
         'change access to the **insert** privilege by another user or role\n'
         'on the same or smaller scope that they have access to.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Grant = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Grant',
@@ -5083,9 +9243,9 @@ RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Grant = Requirement(
         'or smaller scope that they have access to. Any `INSERT INTO` statements SHALL succeed\n'
         'when done by a user with privilege granted by a user with `GRANT OPTION`,\n'
         'either directly or through an assigned role.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Revoke = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Insert.GrantOption.Revoke',
@@ -5100,107 +9260,762 @@ RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Revoke = Requirement(
         'or smaller scope that they have access to. Any `INSERT INTO` statements SHALL fail\n'
         'when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
         'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_MergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.MergeTree',
+RQ_SRS_006_RBAC_Privileges_Insert_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.Insert.TableEngines',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the MergeTree engine.\n'
+        '[ClickHouse] SHALL support controlling access to the **insert** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '* ReplacingMergeTree\n'
+        '* SummingMergeTree\n'
+        '* AggregatingMergeTree\n'
+        '* CollapsingMergeTree\n'
+        '* VersionedCollapsingMergeTree\n'
+        '* GraphiteMergeTree\n'
+        '* ReplicatedMergeTree\n'
+        '* ReplicatedSummingMergeTree\n'
+        '* ReplicatedReplacingMergeTree\n'
+        '* ReplicatedAggregatingMergeTree\n'
+        '* ReplicatedCollapsingMergeTree\n'
+        '* ReplicatedVersionedCollapsingMergeTree\n'
+        '* ReplicatedGraphiteMergeTree\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_ReplacingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.ReplacingMergeTree',
+RQ_SRS_006_RBAC_Privileges_AlterColumn = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the ReplacingMergeTree engine.\n'
+        '[ClickHouse] SHALL support controlling access to the **AlterColumn** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL\n'
+        'return an error, unless the user has the **alter column** privilege for\n'
+        'the destination table either because of the explicit grant or through one of\n'
+        'the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_SummingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.SummingMergeTree',
+RQ_SRS_006_RBAC_Privileges_AlterColumn_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.Grant',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the SummingMergeTree engine.\n'
+        '[ClickHouse] SHALL support granting **alter column** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_AggregatingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.AggregatingMergeTree',
+RQ_SRS_006_RBAC_Privileges_AlterColumn_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.Revoke',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the AggregatingMergeTree engine.\n'
+        '[ClickHouse] SHALL support revoking **alter column** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_CollapsingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.CollapsingMergeTree',
+RQ_SRS_006_RBAC_Privileges_AlterColumn_Column = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.Column',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the CollapsingMergeTree engine.\n'
+        '[ClickHouse] SHALL support granting or revoking **alter column** privilege\n'
+        'for one or more specified columns in a table to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL return an error,\n'
+        ' unless the user has the **alter column** privilege for the destination column\n'
+        'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_VersionedCollapsingMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.VersionedCollapsingMergeTree',
+RQ_SRS_006_RBAC_Privileges_AlterColumn_Cluster = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.Cluster',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the VersionedCollapsingMergeTree engine.\n'
+        '[ClickHouse] SHALL support granting or revoking **alter column** privilege\n'
+        'on a specified cluster to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN`\n'
+        'statements SHALL succeed only on nodes where the table exists and privilege was granted.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
-RQ_SRS_006_RBAC_Privileges_Insert_GraphiteMergeTree = Requirement(
-        name='RQ.SRS-006.RBAC.Privileges.Insert.GraphiteMergeTree',
+RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption',
         version='1.0',
         priority=None,
         group=None,
         type=None,
         uid=None,
         description=(
-        '[ClickHouse] SHALL support granting and revoking the **insert** privilege on a table\n'
-        'created using the GraphiteMergeTree engine.\n'
+        '[ClickHouse] SHALL support granting **alter column** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
+        'change access to the **alter column** privilege by another user or role\n'
+        'on the same or smaller scope that they have access to.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'granting **alter column** privilege to other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL\n'
+        'succeed when done by a user with privilege granted by a user with\n'
+        '`GRANT OPTION`, either directly or through an assigned role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.GrantOption.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'revoking **alter column** privilege from other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to. Any `ALTER TABLE ... ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN` statements SHALL fail\n'
+        'when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
+        'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterColumn_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterColumn.TableEngines',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter column** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '* ReplacingMergeTree\n'
+        '* SummingMergeTree\n'
+        '* AggregatingMergeTree\n'
+        '* CollapsingMergeTree\n'
+        '* VersionedCollapsingMergeTree\n'
+        '* GraphiteMergeTree\n'
+        '* ReplicatedMergeTree\n'
+        '* ReplicatedSummingMergeTree\n'
+        '* ReplicatedReplacingMergeTree\n'
+        '* ReplicatedAggregatingMergeTree\n'
+        '* ReplicatedCollapsingMergeTree\n'
+        '* ReplicatedVersionedCollapsingMergeTree\n'
+        '* ReplicatedGraphiteMergeTree\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter index** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements SHALL\n'
+        'return an error, unless the user has the **alter index** privilege for\n'
+        'the destination table either because of the explicit grant or through one of\n'
+        'the roles assigned to the user.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter index** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support revoking **alter index** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_Cluster = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.Cluster',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting or revoking **alter index** privilege\n'
+        'on a specified cluster to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX`\n'
+        'statements SHALL succeed only on nodes where the table exists and privilege was granted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter index** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
+        'change access to the **alter index** privilege by another user or role\n'
+        'on the same or smaller scope that they have access to.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'granting **alter index** privilege to other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements SHALL\n'
+        'succeed when done by a user with privilege granted by a user with\n'
+        '`GRANT OPTION`, either directly or through an assigned role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.GrantOption.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'revoking **alter index** privilege from other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ORDER BY | ADD|DROP|MATERIALIZE|CLEAR INDEX` statements\n'
+        'SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
+        'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterIndex_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterIndex.TableEngines',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter index** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '* ReplacingMergeTree\n'
+        '* SummingMergeTree\n'
+        '* AggregatingMergeTree\n'
+        '* CollapsingMergeTree\n'
+        '* VersionedCollapsingMergeTree\n'
+        '* GraphiteMergeTree\n'
+        '* ReplicatedMergeTree\n'
+        '* ReplicatedSummingMergeTree\n'
+        '* ReplicatedReplacingMergeTree\n'
+        '* ReplicatedAggregatingMergeTree\n'
+        '* ReplicatedCollapsingMergeTree\n'
+        '* ReplicatedVersionedCollapsingMergeTree\n'
+        '* ReplicatedGraphiteMergeTree\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter constraint** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements SHALL\n'
+        'return an error, unless the user has the **alter constraint** privilege for\n'
+        'the destination table either because of the explicit grant or through one of\n'
+        'the roles assigned to the user.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter constraint** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support revoking **alter constraint** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_Cluster = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.Cluster',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting or revoking **alter constraint** privilege\n'
+        'on a specified cluster to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ADD|DROP CONSTRAINT`\n'
+        'statements SHALL succeed only on nodes where the table exists and privilege was granted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter constraint** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
+        'change access to the **alter constraint** privilege by another user or role\n'
+        'on the same or smaller scope that they have access to.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'granting **alter constraint** privilege to other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements SHALL\n'
+        'succeed when done by a user with privilege granted by a user with\n'
+        '`GRANT OPTION`, either directly or through an assigned role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.GrantOption.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'revoking **alter constraint** privilege from other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ADD|DROP CONSTRAINT` statements\n'
+        'SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
+        'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterConstraint_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterConstraint.TableEngines',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter constraint** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '* ReplacingMergeTree\n'
+        '* SummingMergeTree\n'
+        '* AggregatingMergeTree\n'
+        '* CollapsingMergeTree\n'
+        '* VersionedCollapsingMergeTree\n'
+        '* GraphiteMergeTree\n'
+        '* ReplicatedMergeTree\n'
+        '* ReplicatedSummingMergeTree\n'
+        '* ReplicatedReplacingMergeTree\n'
+        '* ReplicatedAggregatingMergeTree\n'
+        '* ReplicatedCollapsingMergeTree\n'
+        '* ReplicatedVersionedCollapsingMergeTree\n'
+        '* ReplicatedGraphiteMergeTree\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter ttl** or **alter materialize ttl** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements SHALL\n'
+        'return an error, unless the user has the **alter ttl** or **alter materialize ttl** privilege for\n'
+        'the destination table either because of the explicit grant or through one of\n'
+        'the roles assigned to the user.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter ttl** or **alter materialize ttl** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support revoking **alter ttl** or **alter materialize ttl** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_Cluster = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.Cluster',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting or revoking **alter ttl** or **alter materialize ttl** privilege\n'
+        'on a specified cluster to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL`\n'
+        'statements SHALL succeed only on nodes where the table exists and privilege was granted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter ttl** or **alter materialize ttl** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
+        'change access to the **alter ttl** or **alter materialize ttl** privilege by another user or role\n'
+        'on the same or smaller scope that they have access to.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'granting **alter ttl** or **alter materialize ttl** privilege to other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements SHALL\n'
+        'succeed when done by a user with privilege granted by a user with\n'
+        '`GRANT OPTION`, either directly or through an assigned role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.GrantOption.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'revoking **alter ttl** or **alter materialize ttl** privilege from other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... ALTER TTL | ALTER MATERIALIZE TTL` statements\n'
+        'SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
+        'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterTTL_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterTTL.TableEngines',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter ttl** or **alter materialize ttl** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter settings** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... MODIFY SETTING setting` statements SHALL\n'
+        'return an error, unless the user has the **alter settings** privilege for\n'
+        'the destination table either because of the explicit grant or through one of\n'
+        'the roles assigned to the user. The **alter settings** privilege allows\n'
+        'modifying table engine settings. It doesn’t affect settings or server configuration parameters.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter settings** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support revoking **alter settings** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_Cluster = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.Cluster',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting or revoking **alter settings** privilege\n'
+        'on a specified cluster to one or more **users** or **roles**.\n'
+        'Any `ALTER TABLE ... MODIFY SETTING setting`\n'
+        'statements SHALL succeed only on nodes where the table exists and privilege was granted.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support granting **alter settings** privilege\n'
+        'for a database or a specific table to one or more **users** or **roles**\n'
+        'with a `GRANT OPTION` clause. User with **grant option** privilege SHALL be able to\n'
+        'change access to the **alter settings** privilege by another user or role\n'
+        'on the same or smaller scope that they have access to.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Grant = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Grant',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'granting **alter settings** privilege to other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... MODIFY SETTING setting` statements SHALL\n'
+        'succeed when done by a user with privilege granted by a user with\n'
+        '`GRANT OPTION`, either directly or through an assigned role.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Revoke = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.GrantOption.Revoke',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support a user with **grant option** privilege\n'
+        'revoking **alter settings** privilege from other **users** or **roles** on the same\n'
+        'or smaller scope that they have access to.\n'
+        'Any `ALTER TABLE ... MODIFY SETTING setting` statements\n'
+        'SHALL fail when done by a user with privilege revoke by a user with `GRANT OPTION`,\n'
+        'either directly or through an assigned role, unless they have access otherwise.\n'
+        '\n'
+        ),
+        link=None)
+
+RQ_SRS_006_RBAC_Privileges_AlterSettings_TableEngines = Requirement(
+        name='RQ.SRS-006.RBAC.Privileges.AlterSettings.TableEngines',
+        version='1.0',
+        priority=None,
+        group=None,
+        type=None,
+        uid=None,
+        description=(
+        '[ClickHouse] SHALL support controlling access to the **alter settings** privilege\n'
+        'on tables created using the following engines\n'
+        '\n'
+        '* MergeTree\n'
+        '* ReplacingMergeTree\n'
+        '* SummingMergeTree\n'
+        '* AggregatingMergeTree\n'
+        '* CollapsingMergeTree\n'
+        '* VersionedCollapsingMergeTree\n'
+        '* GraphiteMergeTree\n'
+        '* ReplicatedMergeTree\n'
+        '* ReplicatedSummingMergeTree\n'
+        '* ReplicatedReplacingMergeTree\n'
+        '* ReplicatedAggregatingMergeTree\n'
+        '* ReplicatedCollapsingMergeTree\n'
+        '* ReplicatedVersionedCollapsingMergeTree\n'
+        '* ReplicatedGraphiteMergeTree\n'
+        '\n'
+        ),
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Delete = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Delete',
@@ -5212,9 +10027,9 @@ RQ_SRS_006_RBAC_Privileges_Delete = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **delete** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Alter = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Alter',
@@ -5226,9 +10041,9 @@ RQ_SRS_006_RBAC_Privileges_Alter = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **alter** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Create = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Create',
@@ -5240,9 +10055,9 @@ RQ_SRS_006_RBAC_Privileges_Create = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **create** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_Drop = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.Drop',
@@ -5254,9 +10069,9 @@ RQ_SRS_006_RBAC_Privileges_Drop = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **drop** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_All = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.All',
@@ -5269,9 +10084,9 @@ RQ_SRS_006_RBAC_Privileges_All = Requirement(
         '[ClickHouse] SHALL include in the **all** privilege the same rights\n'
         'as provided by **usage**, **select**, **select columns**,\n'
         '**insert**, **delete**, **alter**, **create**, and **drop** privileges.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_All_GrantRevoke = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.All.GrantRevoke',
@@ -5283,9 +10098,9 @@ RQ_SRS_006_RBAC_Privileges_All_GrantRevoke = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **all** privileges\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_GrantOption = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.GrantOption',
@@ -5297,9 +10112,9 @@ RQ_SRS_006_RBAC_Privileges_GrantOption = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **grant option** privilege\n'
         'for a database or a specific table to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_Privileges_AdminOption = Requirement(
         name='RQ.SRS-006.RBAC.Privileges.AdminOption',
@@ -5311,9 +10126,9 @@ RQ_SRS_006_RBAC_Privileges_AdminOption = Requirement(
         description=(
         '[ClickHouse] SHALL support granting or revoking **admin option** privilege\n'
         'to one or more **users** or **roles**.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_Create = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.Create',
@@ -5326,9 +10141,9 @@ RQ_SRS_006_RBAC_RequiredPrivileges_Create = Requirement(
         '[ClickHouse] SHALL not allow any `CREATE` statements\n'
         'to be executed unless the user has the **create** privilege for the destination database\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_Alter = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.Alter',
@@ -5341,9 +10156,9 @@ RQ_SRS_006_RBAC_RequiredPrivileges_Alter = Requirement(
         '[ClickHouse] SHALL not allow any `ALTER` statements\n'
         'to be executed unless the user has the **alter** privilege for the destination table\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_Drop = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.Drop',
@@ -5356,9 +10171,9 @@ RQ_SRS_006_RBAC_RequiredPrivileges_Drop = Requirement(
         '[ClickHouse] SHALL not allow any `DROP` statements\n'
         'to be executed unless the user has the **drop** privilege for the destination database\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_Drop_Table = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.Drop.Table',
@@ -5371,9 +10186,9 @@ RQ_SRS_006_RBAC_RequiredPrivileges_Drop_Table = Requirement(
         '[ClickHouse] SHALL not allow any `DROP TABLE` statements\n'
         'to be executed unless the user has the **drop** privilege for the destination database or the table\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_GrantRevoke = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.GrantRevoke',
@@ -5387,9 +10202,9 @@ RQ_SRS_006_RBAC_RequiredPrivileges_GrantRevoke = Requirement(
         'to be executed unless the user has the **grant option** privilege\n'
         'for the privilege of the destination table\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_Use = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.Use',
@@ -5403,9 +10218,9 @@ RQ_SRS_006_RBAC_RequiredPrivileges_Use = Requirement(
         'unless the user has at least one of the privileges for the database\n'
         'or the table inside that database\n'
         'either because of the explicit grant or through one of the roles assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
 
 RQ_SRS_006_RBAC_RequiredPrivileges_Admin = Requirement(
         name='RQ.SRS-006.RBAC.RequiredPrivileges.Admin',
@@ -5432,6 +10247,6 @@ RQ_SRS_006_RBAC_RequiredPrivileges_Admin = Requirement(
         '\n'
         'to be executed unless the user has the **admin option** privilege\n'
         'through one of the roles with **admin option** privilege assigned to the user.\n'
+        '\n'
         ),
-        link=None
-    )
+        link=None)
diff --git a/tests/testflows/rbac/tests/privileges/alter/__init__.py b/tests/testflows/rbac/tests/privileges/alter/__init__.py
new file mode 100755
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/rbac/tests/privileges/alter/alter_column.py b/tests/testflows/rbac/tests/privileges/alter/alter_column.py
new file mode 100755
index 00000000000..46b75949093
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/alter/alter_column.py
@@ -0,0 +1,993 @@
+import json
+
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+from rbac.helper.tables import table_types
+
+subprivileges = {
+    "ADD COLUMN" : 1 << 0,
+    "CLEAR COLUMN" : 1 << 1,
+    "MODIFY COLUMN" : 1 << 2,
+    "RENAME COLUMN": 1 << 3,
+    "COMMENT COLUMN": 1 << 4,
+    "DROP COLUMN": 1 << 5,
+}
+
+aliases = {
+    "ADD COLUMN" : ["ALTER ADD COLUMN", "ADD COLUMN"],
+    "CLEAR COLUMN": ["ALTER CLEAR COLUMN", "CLEAR COLUMN"],
+    "MODIFY COLUMN" : ["ALTER MODIFY COLUMN", "MODIFY COLUMN"],
+    "RENAME COLUMN" : ["ALTER RENAME COLUMN", "RENAME COLUMN"],
+    "COMMENT COLUMN": ["ALTER COMMENT COLUMN", "COMMENT COLUMN"],
+    "DROP COLUMN": ["ALTER DROP COLUMN", "DROP COLUMN"],
+    "ALTER COLUMN" : ["ALTER COLUMN"],  #super-privilege
+}
+
+# extra permutation is for 'ALTER COLUMN' super-privilege
+permutation_count = (1 << len(subprivileges))
+
+def permutations(table_type):
+    """Uses stress flag and table type, returns list of all permutations to run
+
+    Stress test (stress=True): all permutations for all tables
+    """
+    if current().context.stress:
+        return [*range(permutation_count + len(aliases["ALTER COLUMN"]))]
+    else:
+        # Selected permutations currently stand as [1,2,4,8,16,32,0,42,63,64] that maps to
+        # testing
+        # [
+        #   "ADD COLUMN", "CLEAR COLUMN", "MODIFY COLUMN", "RENAME COLUMN",
+        #   "COMMENT COLUMN", "DROP COLUMN", "NONE", "DROP, RENAME, CLEAR", all, and
+        #   "ALTER COLUMN"
+        # ]
+        return [1 << index for index in range(len(subprivileges))] + \
+            [0, int('101010', 2), permutation_count-1, permutation_count]
+
+def alter_column_privileges(grants: int):
+    """Takes in an integer, and returns the corresponding set of tests to grant and
+    not grant using the binary string. Each integer corresponds to a unique permutation
+    of grants.
+    Columns represents columns to grant privileges on, with format "col1,col2,col3"
+    """
+    note(grants)
+    privileges = []
+
+    # extra iteration for ALTER COLUMN
+    if grants >= permutation_count:
+        privileges.append(aliases["ALTER COLUMN"][grants-permutation_count])
+    elif grants==0: # No privileges
+        privileges.append("NONE")
+    else:
+        if (grants & subprivileges["ADD COLUMN"]):
+            privileges.append(aliases["ADD COLUMN"][grants % len(aliases["ADD COLUMN"])])
+        if (grants & subprivileges["CLEAR COLUMN"]):
+            privileges.append(aliases["CLEAR COLUMN"][grants % len(aliases["CLEAR COLUMN"])])
+        if (grants & subprivileges["MODIFY COLUMN"]):
+            privileges.append(aliases["MODIFY COLUMN"][grants % len(aliases["MODIFY COLUMN"])])
+        if (grants & subprivileges["RENAME COLUMN"]):
+            privileges.append(aliases["RENAME COLUMN"][grants % len(aliases["RENAME COLUMN"])])
+        if (grants & subprivileges["COMMENT COLUMN"]):
+            privileges.append(aliases["COMMENT COLUMN"][grants % len(aliases["COMMENT COLUMN"])])
+        if (grants & subprivileges["DROP COLUMN"]):
+            privileges.append(aliases["DROP COLUMN"][grants % len(aliases["DROP COLUMN"])])
+
+    note(f"Testing privileges: {privileges}")
+    return ', '.join(privileges)
+
+def on_columns(privileges, columns):
+    """For column-based tests. Takes in string output of alter_column_privileges()
+    and adds columns for those privileges.
+    """
+    privileges = privileges.split(',')
+    privileges = [privilege + f"({columns})" for privilege in privileges]
+    return ', '.join(privileges)
+
+def alter_column_privilege_handler(grants, table, user, node, columns=None):
+    """For all 6 subprivileges, if the privilege is granted: run test to ensure correct behavior,
+    and if the privilege is not granted, run test to ensure correct behavior there as well
+
+    If `columns` are passed in, they must be columns that do not exist on the table.
+    This is necessary for full testing (add column, drop column, modify column, etc.).
+    """
+    note(f"GRANTS: {grants}")
+
+    # testing ALTER COLUMN is the same as testing all subprivileges
+    if grants > permutation_count-1:
+        grants = permutation_count-1
+
+    # if 'columns' is not passed then one iteration with column = None
+    columns = columns.split(",") if columns != None else [None]
+
+    for column in columns:
+        # will always run 6 tests per column depending on granted privileges
+        if (grants & subprivileges["ADD COLUMN"]):
+            with When("I check add column when privilege is granted"):
+                check_add_column_when_privilege_is_granted(table, user, node, column)
+        else:
+            with When("I check add column when privilege is not granted"):
+                check_add_column_when_privilege_is_not_granted(table, user, node, column)
+        if (grants & subprivileges["CLEAR COLUMN"]):
+            with When("I check clear column when privilege is granted"):
+                check_clear_column_when_privilege_is_granted(table, user, node, column)
+        else:
+            with When("I check clear column when privilege is not granted"):
+                check_clear_column_when_privilege_is_not_granted(table, user, node, column)
+        if (grants & subprivileges["MODIFY COLUMN"]):
+            with When("I check modify column when privilege is granted"):
+                check_modify_column_when_privilege_is_granted(table, user, node, column)
+        else:
+            with When("I check modify column when privilege is not granted"):
+                check_modify_column_when_privilege_is_not_granted(table, user, node, column)
+        if (grants & subprivileges["RENAME COLUMN"]):
+            with When("I check rename column when privilege is granted"):
+                check_rename_column_when_privilege_is_granted(table, user, node, column)
+        else:
+            with When("I check rename column when privilege is not granted"):
+                check_rename_column_when_privilege_is_not_granted(table, user, node, column)
+        if (grants & subprivileges["COMMENT COLUMN"]):
+            with When("I check comment column when privilege is granted"):
+                check_comment_column_when_privilege_is_granted(table, user, node, column)
+        else:
+            with When("I check comment column when privilege is not granted"):
+                check_comment_column_when_privilege_is_not_granted(table, user, node, column)
+        if (grants & subprivileges["DROP COLUMN"]):
+            with When("I check drop column when privilege is granted"):
+                check_drop_column_when_privilege_is_granted(table, user, node, column)
+        else:
+            with When("I check drop column when privilege is not granted"):
+                check_drop_column_when_privilege_is_not_granted(table, user, node, column)
+
+def check_add_column_when_privilege_is_granted(table, user, node, column=None):
+    """Ensures ADD COLUMN runs as expected when the privilege is granted
+    to the specified user.
+    """
+    if column is None:
+        column = 'add'
+
+    with Given(f"I add column '{column}'"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String",
+            settings = [("user", user)])
+
+    with Then("I insert data to tree"):
+        node.query(f"INSERT INTO {table} ({column}) VALUES ('3.4')") #String
+
+    with Then("I verify that the column was successfully added"):
+        column_data = node.query(f"SELECT {column} FROM {table} FORMAT JSONEachRow").output
+        column_data_list = column_data.split('\n')
+        output_rows = [{f"{column}":"3.4"}, {f"{column}":""}]
+
+        for row in column_data_list:
+            assert json.loads(row) in output_rows, error()
+
+    with Finally(f"I drop column '{column}'"):
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}")
+
+def check_clear_column_when_privilege_is_granted(table, user, node, column=None):
+    """Ensures CLEAR COLUMN runs as expected when the privilege is granted
+    to the specified user.
+    """
+    if column is None:
+        column = 'clear'
+
+    with Given(f"I add the column {column}"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String")
+
+    with And("I add some data to column"):
+        node.query(f"INSERT INTO {table} ({column}) VALUES ('ready to be cleared')")
+
+    with When(f"I clear column '{column}'"):
+        node.query(f"ALTER TABLE {table} CLEAR COLUMN {column}",
+            settings = [("user", user)])
+
+    with Then("I verify that the column was successfully cleared"):
+        column_data = node.query(f"SELECT {column} FROM {table} FORMAT JSONEachRow").output
+        column_data_list = column_data.split('\n')
+
+        for row in column_data_list:
+            assert json.loads(row) == {f"{column}":""}, error()
+
+    with Finally(f"I drop column '{column}'"):
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}")
+
+def check_modify_column_when_privilege_is_granted(table, user, node, column=None):
+    """Ensures MODIFY COLUMN runs as expected when the privilege is granted
+    to the specified user.
+    """
+    if column is None:
+        column = 'modify'
+
+    with Given(f"I add the column {column}"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String")
+
+    with When(f"I insert some data into column {column}"):
+        node.query(f"INSERT INTO {table} ({column}) VALUES ('3.4')")
+
+    with When(f"I modify column '{column}' to type Float"):
+        node.query(f"ALTER TABLE {table} MODIFY COLUMN {column} Float64",
+            settings = [("user", user)])
+
+    with And("I run optimize table to ensure above UPDATE command is done"):
+        node.query(f"OPTIMIZE TABLE {table} FINAL", timeout=900)
+
+    with Then("I verify that the column type was modified"):
+        with When(f"I try to insert a String (old type) to column {column}, throws exception"):
+            exitcode, message = errors.cannot_parse_string_as_float('hello')
+            node.query(f"INSERT INTO {table} ({column}) VALUES ('hello')",
+                exitcode=exitcode, message=message)
+
+        with And(f"I try to insert float data (correct type) to column {column}, will accept"):
+            node.query(f"INSERT INTO {table} ({column}) VALUES (30.01)")
+
+        with And("I verify that the date was inserted correctly"):
+            column_data = node.query(f"SELECT {column} FROM {table} FORMAT JSONEachRow").output
+            column_data_list = column_data.split('\n')
+            output_rows = [{f"{column}":30.01}, {f"{column}":3.4}, {f"{column}":0}]
+
+            for row in column_data_list:
+                assert json.loads(row) in output_rows, error()
+
+    with Finally(f"I drop column '{column}'"):
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}")
+
+def check_rename_column_when_privilege_is_granted(table, user, node, column=None):
+    """Ensures RENAME COLUMN runs as expected when the privilege is granted
+    to the specified user.
+    """
+    if column is None:
+        column = 'rename'
+
+    new_column = f"{column}_new"
+
+    with Given(f"I add the column {column}"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String")
+
+    with And("I get the initial contents of the column"):
+        # could be either str or float depending on MODIFY COLUMN
+        initial_column_data = node.query(f"SELECT {column} FROM {table} ORDER BY {column}"
+            " FORMAT JSONEachRow").output
+
+    with When(f"I rename column '{column}' to '{new_column}'"):
+        node.query(f"ALTER TABLE {table} RENAME COLUMN {column} TO {new_column}",
+            settings = [("user", user)])
+
+    with Then("I verify that the column was successfully renamed"):
+        with When("I verify that the original column does not exist"):
+            exitcode, message = errors.missing_columns(column)
+            node.query(f"SELECT {column} FROM {table} FORMAT JSONEachRow",
+                exitcode=exitcode, message=message)
+
+        with And("I verify that the new column does exist as expected, with same values"):
+            new_column_data = node.query(f"SELECT {new_column} FROM {table} ORDER BY"
+                f" {new_column} FORMAT JSONEachRow").output
+
+            if initial_column_data == '':
+                assert initial_column_data == new_column_data, error()
+            else:
+                new_column_data_list = new_column_data.split('\n')
+                initial_column_data_list = initial_column_data.split('\n')
+
+                for new, initial in zip(new_column_data_list, initial_column_data_list):
+                    assert json.loads(new)[new_column] == json.loads(initial)[column], error()
+
+    with Finally(f"I use default user to undo rename"):
+        node.query(f"ALTER TABLE {table} RENAME COLUMN {new_column} TO {column}")
+
+    with Finally(f"I drop column '{column}'"):
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}")
+
+def check_comment_column_when_privilege_is_granted(table, user, node, column='x'):
+    """Ensures COMMENT COLUMN runs as expected when the privilege is granted
+    to the specified user.
+    """
+    if column is None:
+        column = 'comment'
+
+    with Given(f"I add the column {column}"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String")
+
+    with And(f"I alter {column} with comment"):
+        node.query(f"ALTER TABLE {table} COMMENT COLUMN {column} 'This is a comment.'",
+            settings = [("user", user)])
+
+    with Then(f"I verify that the specified comment is present for {column}"):
+        table_data = node.query(f"DESCRIBE TABLE {table} FORMAT JSONEachRow").output
+        table_data_list = table_data.split('\n')
+
+        for row in table_data_list:
+            row = json.loads(row)
+            if row['name'] == column:
+                assert row['comment'] == "This is a comment.", error()
+
+                with Finally(f"I drop column '{column}'"):
+                    node.query(f"ALTER TABLE {table} DROP COLUMN {column}")
+                return
+
+        # did not find a match, so cleanup column and throw an error
+        with Finally(f"I drop column '{column}'"):
+            node.query(f"ALTER TABLE {table} DROP COLUMN {column}")
+
+        error()
+
+def check_drop_column_when_privilege_is_granted(table, user, node, column=None):
+    """Ensures DROP COLUMN runs as expected when the privilege is granted
+    to the specified user.
+    """
+    with When("I try to drop nonexistent column, throws exception"):
+        # if user has privilege for all columns, error is 'wrong column name'
+        if column:
+            exitcode, message = errors.not_enough_privileges(user)
+        else:
+            exitcode, message = errors.wrong_column_name("fake_column")
+
+        node.query(f"ALTER TABLE {table} DROP COLUMN fake_column",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+    if column is None:
+        column = 'drop'
+
+    with Given(f"I add the column {column}"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String")
+
+    with Then(f"I drop column {column} which exists"):
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}",
+            settings = [("user", user)])
+
+    with And(f"I verify that {column} has been dropped"):
+        exitcode, message = errors.wrong_column_name(column)
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_add_column_when_privilege_is_not_granted(table, user, node, column=None):
+    """Ensures ADD COLUMN errors as expected without the required privilege
+    for the specified user.
+    """
+    if column is None:
+        column = 'add'
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} String",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_clear_column_when_privilege_is_not_granted(table, user, node, column=None):
+    """Ensures CLEAR COLUMN errors as expected without the required privilege
+    for the specified user.
+    """
+    if column is None:
+        column = 'clear'
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} CLEAR COLUMN {column}",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_modify_column_when_privilege_is_not_granted(table, user, node, column=None):
+    """Ensures MODIFY COLUMN errors as expected without the required privilege
+    for the specified user.
+    """
+    if column is None:
+        column = 'modify'
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MODIFY COLUMN {column} String",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_rename_column_when_privilege_is_not_granted(table, user, node, column=None):
+    """Ensures RENAME COLUMN errors as expected without the required privilege
+    for the specified user.
+    """
+    if column is None:
+        column = 'rename'
+
+    new_column = f"{column}_new"
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} RENAME COLUMN {column} TO {new_column}",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_comment_column_when_privilege_is_not_granted(table, user, node, column=None):
+    """Ensures COMMENT COLUMN errors as expected without the required privilege
+    for the specified user.
+    """
+    if column is None:
+        column = 'comment'
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} COMMENT COLUMN {column} 'This is a comment.'",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_drop_column_when_privilege_is_not_granted(table, user, node, column=None):
+    """Ensures DROP COLUMN errors as expected without the required privilege
+    for the specified user.
+    """
+    if column is None:
+        column = 'drop'
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+@TestScenario
+def user_with_some_privileges(self, permutation, table_type, node=None):
+    """Check that user with some privileges of ALTER COLUMN is able
+    to alter the table for privileges granted, and not for privileges not granted.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user_name):
+            with Given("I first grant the privileges"):
+                node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+            with Then(f"I try to ALTER COLUMN"):
+                alter_column_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_Revoke("1.0"),
+)
+def user_with_revoked_privileges(self, permutation, table_type, node=None):
+    """Check that user is unable to alter columns on table after ALTER COLUMN privilege
+    on that table has been revoked from the user.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user_name):
+            with Given("I first grant the privileges"):
+                node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+            with And("I then revoke the privileges"):
+                node.query(f"REVOKE {privileges} ON {table_name} FROM {user_name}")
+
+            with When(f"I try to ALTER COLUMN"):
+                # No privileges granted
+                alter_column_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Examples("grant_columns revoke_columns alter_columns_fail", [
+    ("t1", "t1", "t2"),
+    ("t1,t3", "t1", "t2"),
+    ("t1,t3,t4", "t1,t3,t4", "t2"),
+])
+def user_with_privileges_on_columns(self, table_type, permutation, node=None):
+    """Passes in examples to user_column_privileges() below to test granting
+    of sub-privileges on columns
+    """
+    examples=Examples("grant_columns revoke_columns alter_columns_fail table_type permutation",
+        [tuple(list(row)+[table_type, permutation]) for row in self.examples])
+
+    pool = Pool(3)
+    try:
+        tasks = []
+        try:
+            for example in examples:
+                run_scenario(pool, tasks, Scenario(test=user_column_privileges, examples=examples))
+        finally:
+            join(tasks)
+    finally:
+        pool.close()
+
+@TestOutline
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_Column("1.0"),
+)
+def user_column_privileges(self, grant_columns, revoke_columns, alter_columns_fail, table_type,
+        permutation, node=None):
+    """Check that user is able to alter on granted columns
+    and unable to alter on not granted or revoked columns.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    privileges_on_columns = on_columns(privileges, grant_columns)
+
+    with When(f"granted={privileges_on_columns}"):
+        with table(node, table_name, table_type), user(node, user_name):
+            with When(f"I grant subprivileges"):
+                node.query(f"GRANT {privileges_on_columns} ON {table_name} TO {user_name}")
+
+            if alter_columns_fail is not None:
+                with When(f"I try to alter on not granted columns, fails"):
+                    # Permutation 0: no privileges for any permutation on these columns
+                    alter_column_privilege_handler(0, table_name, user_name, node, columns=alter_columns_fail)
+
+            with Then(f"I try to ALTER COLUMN"):
+                alter_column_privilege_handler(permutation, table_name, user_name, node, columns=grant_columns)
+
+            if revoke_columns is not None:
+                with When(f"I revoke alter column privilege for columns"):
+                    node.query(f"REVOKE {privileges_on_columns} ON {table_name} FROM {user_name}")
+
+                with And("I try to alter revoked columns"):
+                    alter_column_privilege_handler(0, table_name, user_name, node, columns=alter_columns_fail)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_Grant("1.0"),
+)
+def role_with_some_privileges(self, permutation, table_type, node=None):
+    """Check that user can alter column on a table after it is granted a role that
+    has the alter column privilege for that table.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+            with Given("I grant the alter column privilege to a role"):
+                node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+            with And("I grant role to the user"):
+                node.query(f"GRANT {role_name} TO {user_name}")
+
+            with Then(f"I try to ALTER COLUMN"):
+                alter_column_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+def user_with_revoked_role(self, permutation, table_type, node=None):
+    """Check that user with a role that has alter column privilege on a table is unable to
+    alter column from that table after the role with privilege has been revoked from the user.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+            with When("I grant privileges to a role"):
+                node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+            with And("I grant the role to a user"):
+                node.query(f"GRANT {role_name} TO {user_name}")
+
+            with And("I revoke the role from the user"):
+                node.query(f"REVOKE {role_name} FROM {user_name}")
+
+            with And("I alter column on the table"):
+                # Permutation 0: no privileges for any permutation on these columns
+                alter_column_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Examples("grant_columns revoke_columns alter_columns_fail", [
+    ("t1", "t1", "t2"),
+    ("t1,t3", "t1", "t2"),
+    ("t1,t3,t4", "t1,t3,t4", "t2"),
+])
+def role_with_privileges_on_columns(self, table_type, permutation, node=None):
+    """Passes in examples to role_column_privileges() below to test granting
+    of subprivileges on columns
+    """
+    examples=Examples("grant_columns revoke_columns alter_columns_fail table_type permutation",
+        [tuple(list(row)+[table_type, permutation]) for row in self.examples])
+
+    pool = Pool(3)
+    try:
+        tasks = []
+        try:
+            for example in examples:
+                run_scenario(pool, tasks, Scenario(test=role_column_privileges, examples=examples))
+        finally:
+            join(tasks)
+    finally:
+        pool.close()
+
+@TestOutline
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_Column("1.0"),
+)
+def role_column_privileges(self, grant_columns, revoke_columns, alter_columns_fail, table_type,
+    permutation, node=None):
+    """Check that user is able to alter column from granted columns and unable
+    to alter column from not granted or revoked columns.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    privileges_on_columns = on_columns(privileges, grant_columns)
+
+    with When(f"granted={privileges_on_columns}"):
+        with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+            with When(f"I grant subprivileges"):
+                node.query(f"GRANT {privileges_on_columns} ON {table_name} TO {role_name}")
+
+            with And("I grant the role to a user"):
+                node.query(f"GRANT {role_name} TO {user_name}")
+
+            if alter_columns_fail is not None:
+                with When(f"I try to alter on not granted columns, fails"):
+                    # Permutation 0: no privileges for any permutation on these columns
+                    alter_column_privilege_handler(0, table_name, user_name, node, columns=alter_columns_fail)
+
+            with Then(f"I try to ALTER COLUMN"):
+                alter_column_privilege_handler(permutation, table_name, user_name, node, columns=grant_columns)
+
+            if revoke_columns is not None:
+                with When(f"I revoke alter column privilege for columns"):
+                    node.query(f"REVOKE {privileges_on_columns} ON {table_name} FROM {role_name}")
+
+                with And("I try to alter failed columns"):
+                    alter_column_privilege_handler(0, table_name, user_name, node, columns=revoke_columns)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_Cluster("1.0"),
+)
+def user_with_privileges_on_cluster(self, permutation, table_type, node=None):
+    """Check that user is able to alter column on a table with
+    privilege granted on a cluster.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type):
+            try:
+                with Given("I have a user on a cluster"):
+                    node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
+
+                with When("I grant alter column privileges on a cluster"):
+                    node.query(f"GRANT ON CLUSTER sharded_cluster {privileges} ON {table_name} TO {user_name}")
+
+                with Then(f"I try to ALTER COLUMN"):
+                    alter_column_privilege_handler(permutation, table_name, user_name, node)
+            finally:
+                with Finally("I drop the user on a cluster"):
+                    node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_user_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user is able to alter column on a table when granted privilege
+    from another user with grant option.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+            with When("I grant privileges with grant option to user"):
+                node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+            with And("I grant privileges to another user via grant option"):
+                node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                    settings = [("user", user0_name)])
+
+            with Then(f"I try to ALTER COLUMN"):
+                alter_column_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_user_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user is able to alter column on a table when granted a role with
+    alter column privilege that was granted by another user with grant option.
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+            with role(node, role_name):
+                with When("I grant subprivileges with grant option to user"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And("I grant privileges to a role via grant option"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                        settings = [("user", user0_name)])
+
+                with And("I grant the role to another user"):
+                    node.query(f"GRANT {role_name} TO {user1_name}")
+
+                with Then(f"I try to ALTER COLUMN"):
+                    alter_column_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_role_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user is able to alter column on a table when granted privilege from
+    a role with grant option
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+            with role(node, role_name):
+                with When(f"I grant privileges with grant option to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                with When("I grant role to a user"):
+                    node.query(f"GRANT {role_name} TO {user0_name}")
+
+                with And("I grant privileges to a user via grant option"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings = [("user", user0_name)])
+
+                with Then(f"I try to ALTER COLUMN"):
+                    alter_column_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_role_with_grant_option(self, permutation, table_type, node=None):
+    """Check that a user is able to alter column on a table with a role that was
+    granted privilege by another role with grant option
+    """
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+            with role(node, role0_name), role(node, role1_name):
+                with When(f"I grant privilege with grant option to role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                with And("I grant the role to a user"):
+                    node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                with And("I grant privileges to another role via grant option"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                        settings = [("user", user0_name)])
+
+                with And("I grant the second role to another user"):
+                    node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                with Then(f"I try to ALTER COLUMN"):
+                    alter_column_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_user_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a user.
+    """
+    # This test does not apply when no privileges are granted
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+            with When(f"I grant privileges with grant option to user"):
+                granted_privileges = on_columns(privileges, "d")
+                node.query(f"GRANT {granted_privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with Then("I revoke privilege on a column the user with grant option does not have access to"):
+                    exitcode, message = errors.not_enough_privileges(user0_name)
+                    revoked_privileges = on_columns(privileges, "b")
+
+                    if permutation is 0:
+                        """Revoking NONE always succeeds, regardless of privileges.
+                        """
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {user1_name}", settings=[("user", user0_name)])
+                    else:
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {user1_name}", settings=[("user", user0_name)],
+                            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_user_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a role.
+    """
+    # This test does not apply when no privileges are granted
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+            with When(f"I grant privileges with grant option to user"):
+                granted_privileges = on_columns(privileges, "d")
+                node.query(f"GRANT {granted_privileges} ON {table_name} TO {user_name} WITH GRANT OPTION")
+
+                with Then("I revoke privilege on a column the user with grant option does not have access to"):
+                    exitcode, message = errors.not_enough_privileges(user_name)
+                    revoked_privileges = on_columns(privileges, "b")
+
+                    if permutation is 0:
+                        """Revoking NONE always succeeds, regardless of privileges.
+                        """
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {role_name}", settings=[("user", user_name)])
+                    else:
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {role_name}", settings=[("user", user_name)],
+                            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_role_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they don't have access to from a user.
+    """
+    # This test does not apply when no privileges are granted
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+            with role(node, role_name):
+                with When(f"I grant privileges with grant option on column d to a role"):
+                    granted_privileges = on_columns(privileges, "d")
+                    node.query(f"GRANT {granted_privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                with And("I grant the role to a user"):
+                    node.query(f"GRANT {role_name} TO {user0_name}")
+
+                with Then("I revoke privilege on a column the user with grant option does not have access to"):
+                    exitcode, message = errors.not_enough_privileges(user0_name)
+                    revoked_privileges = on_columns(privileges, "b")
+
+                    if permutation is 0:
+                        """Revoking NONE always succeeds, regardless of privileges.
+                        """
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {user1_name}", settings=[("user", user0_name)])
+                    else:
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {user1_name}", settings=[("user", user0_name)],
+                            exitcode=exitcode, message=message)
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_role_with_grant_option(self, permutation, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they don't have access to from a role.
+    """
+    # This test does not apply when no privileges are granted
+    privileges = alter_column_privileges(permutation)
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    with When(f"granted={privileges}"):
+        with table(node, table_name, table_type), user(node, user_name):
+            with role(node, role0_name), role(node, role1_name):
+                with When(f"I grant privileges with grant option to a role"):
+                    granted_privileges = on_columns(privileges, "d")
+                    node.query(f"GRANT {granted_privileges} ON {table_name} TO {user_name} WITH GRANT OPTION")
+
+                with And("I grant the role to a user"):
+                    node.query(f"GRANT {role0_name} TO {user_name}")
+
+                with Then("I revoke privilege on a column the user with grant option does not have access to"):
+                    exitcode, message = errors.not_enough_privileges(user_name)
+                    revoked_privileges = on_columns(privileges, "b")
+
+                    if permutation is 0:
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {role1_name}", settings=[("user", user_name)])
+                    else:
+                        node.query(f"REVOKE {revoked_privileges} ON {table_name} FROM {role1_name}", settings=[("user", user_name)],
+                            exitcode=exitcode, message=message)
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterColumn("1.0"),
+    RQ_SRS_006_RBAC_Privileges_AlterColumn_TableEngines("1.0")
+)
+@Examples("table_type", [
+    (key,) for key in table_types.keys()
+])
+@Name("alter column")
+def feature(self, node="clickhouse1", stress=None, parallel=None):
+    """Runs test suites above which check correctness over scenarios and permutations.
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    if parallel is not None:
+        self.context.parallel = parallel
+    if stress is not None:
+        self.context.stress = stress
+
+    for example in self.examples:
+        table_type, = example
+
+        if table_type != "MergeTree" and not self.context.stress:
+            continue
+
+        with Example(str(example)):
+            pool = Pool(15)
+            try:
+                tasks = []
+                try:
+                    for permutation in permutations(table_type):
+                        privileges = alter_column_privileges(permutation)
+                        for scenario in loads(current_module(), Scenario):
+                            with Suite(name=f"{privileges}"):
+                                run_scenario(pool, tasks, Scenario(test=scenario), {"table_type": table_type, "permutation": permutation})
+                finally:
+                    join(tasks)
+            finally:
+                pool.close()
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/alter/alter_constraint.py b/tests/testflows/rbac/tests/privileges/alter/alter_constraint.py
new file mode 100755
index 00000000000..2216ed90088
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/alter/alter_constraint.py
@@ -0,0 +1,629 @@
+import json
+
+from testflows.core import *
+from testflows.core import threading
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+from rbac.helper.tables import table_types
+
+subprivileges = {
+    "ADD CONSTRAINT" : 1 << 0,
+    "DROP CONSTRAINT" : 1 << 1,
+}
+
+aliases = {
+    "ADD CONSTRAINT" : ["ALTER ADD CONSTRAINT", "ADD CONSTRAINT"],
+    "DROP CONSTRAINT": ["ALTER DROP CONSTRAINT", "DROP CONSTRAINT"],
+    "ALTER CONSTRAINT": ["ALTER CONSTRAINT", "CONSTRAINT"] # super-privilege
+}
+
+# Extra permutation is for 'ALTER CONSTRAINT' super-privilege
+permutation_count = (1 << len(subprivileges))
+
+def permutations():
+    """Returns list of all permutations to run.
+    Currently includes NONE, ADD, DROP, both, and ALTER CONSTRAINT
+    """
+    return [*range(permutation_count + len(aliases["ALTER CONSTRAINT"]))]
+
+def alter_constraint_privileges(grants: int):
+    """Takes in an integer, and returns the corresponding set of tests to grant and
+    not grant using the binary string. Each integer corresponds to a unique permutation
+    of grants.
+    """
+    note(grants)
+    privileges = []
+
+    # Extra iteration for ALTER CONSTRAINT
+    if grants >= permutation_count:
+        privileges.append(aliases["ALTER CONSTRAINT"][grants-permutation_count])
+    elif grants==0: # No privileges
+        privileges.append("NONE")
+    else:
+        if (grants & subprivileges["ADD CONSTRAINT"]):
+            privileges.append(aliases["ADD CONSTRAINT"][grants % len(aliases["ADD CONSTRAINT"])])
+        if (grants & subprivileges["DROP CONSTRAINT"]):
+            privileges.append(aliases["DROP CONSTRAINT"][grants % len(aliases["DROP CONSTRAINT"])])
+
+    note(f"Testing these privileges: {privileges}")
+    return ', '.join(privileges)
+
+def alter_constraint_privilege_handler(grants, table, user, node):
+    """For all 2 subprivileges, if the privilege is granted: run test to ensure correct behavior,
+    and if the privilege is not granted, run test to ensure correct behavior there as well
+    """
+    # Testing ALTER CONSTRAINT and CONSTRAINT is the same as testing all subprivileges
+    if grants > permutation_count-1:
+        grants = permutation_count-1
+
+    if (grants & subprivileges["ADD CONSTRAINT"]):
+        with When("I check add constraint when privilege is granted"):
+            check_add_constraint_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check add constraint when privilege is not granted"):
+            check_add_constraint_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["DROP CONSTRAINT"]):
+        with When("I check drop constraint when privilege is granted"):
+            check_drop_constraint_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check drop constraint when privilege is not granted"):
+            check_drop_constraint_when_privilege_is_not_granted(table, user, node)
+
+def check_add_constraint_when_privilege_is_granted(table, user, node):
+    """Ensures ADD CONSTRAINT runs as expected when the privilege is granted to the specified user
+    """
+    constraint = "add"
+
+    with Given(f"I add constraint '{constraint}'"):
+        node.query(f"ALTER TABLE {table} ADD CONSTRAINT {constraint} CHECK x>5",
+            settings = [("user", user)])
+
+    with Then("I verify that the constraint is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"CONSTRAINT {constraint} CHECK x > 5" in output['statement'], error()
+
+    with Finally(f"I drop constraint {constraint}"):
+        node.query(f"ALTER TABLE {table} DROP constraint {constraint}")
+
+def check_drop_constraint_when_privilege_is_granted(table, user, node):
+    """Ensures DROP CONSTRAINT runs as expected when the privilege is granted to the specified user
+    """
+    with But("I try to drop nonexistent constraint, throws exception"):
+        exitcode, message = errors.wrong_constraint_name("fake_constraint")
+        node.query(f"ALTER TABLE {table} DROP CONSTRAINT fake_constraint",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+    constraint = "drop"
+
+    with Given(f"I add the constraint for this test"):
+        node.query(f"ALTER TABLE {table} ADD CONSTRAINT {constraint} CHECK x>5")
+
+    with Then(f"I drop constraint {constraint} which exists"):
+        node.query(f"ALTER TABLE {table} DROP CONSTRAINT {constraint}",
+            settings = [("user", user)])
+
+    with Then("I verify that the constraint is not in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"CONSTRAINT {constraint} CHECK x > 5" not in output['statement'], error()
+
+def check_add_constraint_when_privilege_is_not_granted(table, user, node):
+    """Ensures ADD CONSTRAINT errors as expected without the required privilege for the specified user
+    """
+    constraint = "add"
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} ADD CONSTRAINT {constraint} CHECK x>5",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_drop_constraint_when_privilege_is_not_granted(table, user, node):
+    """Ensures DROP CONSTRAINT errors as expected without the required privilege for the specified user
+    """
+    constraint = "drop"
+
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} DROP CONSTRAINT {constraint}",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+@TestScenario
+def user_with_some_privileges(self, table_type, node=None):
+    """Check that user with any permutation of ALTER CONSTRAINT subprivileges is able
+    to alter the table for privileges granted, and not for privileges not granted.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name):
+                with Given("I first grant the privileges"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+                with Then(f"I try to ALTER CONSTRAINT"):
+                    alter_constraint_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_Revoke("1.0"),
+)
+def user_with_revoked_privileges(self, table_type, node=None):
+    """Check that user is unable to ALTER CONSTRAINTs on table after ALTER CONSTRAINT privilege
+    on that table has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name):
+                with Given("I first grant the privileges"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+                with And("I then revoke the privileges"):
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user_name}")
+
+                with When(f"I try to ALTER CONSTRAINT"):
+                    # Permutation 0: no privileges
+                    alter_constraint_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_Grant("1.0"),
+)
+def role_with_some_privileges(self, table_type, node=None):
+    """Check that user can ALTER CONSTRAINT on a table after it is granted a role that
+    has the ALTER CONSTRAINT privilege for that table.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+                with Given("I grant the ALTER CONSTRAINT privilege to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+                with And("I grant role to the user"):
+                    node.query(f"GRANT {role_name} TO {user_name}")
+
+                with Then(f"I try to ALTER CONSTRAINT"):
+                    alter_constraint_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+def user_with_revoked_role(self, table_type, node=None):
+    """Check that user with a role that has ALTER CONSTRAINT privilege on a table is unable to
+    ALTER CONSTRAINT from that table after the role with privilege has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+                with When("I grant privileges to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+                with And("I grant the role to a user"):
+                    node.query(f"GRANT {role_name} TO {user_name}")
+
+                with And("I revoke the role from the user"):
+                    node.query(f"REVOKE {role_name} FROM {user_name}")
+
+                with And("I ALTER CONSTRAINT on the table"):
+                    # Permutation 0: no privileges for any permutation
+                    alter_constraint_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_Cluster("1.0"),
+)
+def user_with_privileges_on_cluster(self, table_type, node=None):
+    """Check that user is able to ALTER CONSTRAINT on a table with
+    privilege granted on a cluster.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type):
+                try:
+                    with Given("I have a user on a cluster"):
+                        node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
+
+                    with When("I grant ALTER CONSTRAINT privileges on a cluster"):
+                        node.query(f"GRANT ON CLUSTER sharded_cluster {privileges} ON {table_name} TO {user_name}")
+
+                    with Then(f"I try to ALTER CONSTRAINT"):
+                        alter_constraint_privilege_handler(permutation, table_name, user_name, node)
+                finally:
+                    with Finally("I drop the user on a cluster"):
+                        node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_user_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER CONSTRAINT on a table when granted privilege
+    from another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type),user(node, user0_name), user(node, user1_name):
+                with When("I grant privileges with grant option to user"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And("I grant privileges to another user via grant option"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings = [("user", user0_name)])
+
+                with Then(f"I try to ALTER CONSTRAINT"):
+                    alter_constraint_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_user_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER CONSTRAINT on a table when granted a role with
+    ALTER CONSTRAINT privilege that was granted by another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with When("I grant subprivileges with grant option to user"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                    with And("I grant privileges to a role via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                            settings = [("user", user0_name)])
+
+                    with And("I grant the role to another user"):
+                        node.query(f"GRANT {role_name} TO {user1_name}")
+
+                    with Then(f"I try to ALTER CONSTRAINT"):
+                        alter_constraint_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_role_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER CONSTRAINT on a table when granted privilege from
+    a role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with When(f"I grant privileges with grant option to a role"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                    with When("I grant role to a user"):
+                        node.query(f"GRANT {role_name} TO {user0_name}")
+
+                    with And("I grant privileges to a user via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                            settings = [("user", user0_name)])
+
+                    with Then(f"I try to ALTER CONSTRAINT"):
+                        alter_constraint_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_role_with_grant_option(self, table_type, node=None):
+    """Check that a user is able to ALTER CONSTRAINT on a table with a role that was
+    granted privilege by another role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role0_name), role(node, role1_name):
+                    with When(f"I grant privileges"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                    with And("I grant the role to a user"):
+                        node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                    with And("I grant privileges to another role via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                            settings = [("user", user0_name)])
+
+                    with And("I grant the second role to another user"):
+                        node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                    with Then(f"I try to ALTER CONSTRAINT"):
+                        alter_constraint_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_user_with_grant_option(self, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with Given(f"I grant privileges with grant option to user0"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And(f"I grant privileges with grant option to user1"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                        settings=[("user", user0_name)])
+
+                with When("I revoke privilege from user0 using user1"):
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user0_name}",
+                        settings=[("user", user1_name)])
+
+                with Then("I verify that user0 has privileges revoked"):
+                    exitcode, message = errors.not_enough_privileges(user0_name)
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user1_name}",
+                        settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_user_with_grant_option(self, table_type, node=None):
+    """Check that user is unable to revoke a privilege they dont have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with Given(f"I grant privileges with grant option to role0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                    with And("I grant role0 to user0"):
+                        node.query(f"GRANT {role_name} TO {user0_name}")
+
+                    with And(f"I grant privileges with grant option to user1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I revoke privilege from role0 using user1"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role_name}",
+                            settings=[("user", user1_name)])
+
+                    with Then("I verify that role0(user0) has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {user1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_role_with_grant_option(self, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they dont have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with Given(f"I grant privileges with grant option to user0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                    with And(f"I grant privileges with grant option to role1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I grant role1 to user1"):
+                        node.query(f"GRANT {role_name} TO {user1_name}")
+
+                    with And("I revoke privilege from user0 using role1(user1)"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {user0_name}",
+                            settings=[("user" ,user1_name)])
+
+                    with Then("I verify that user0 has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_role_with_grant_option(self, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they dont have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_constraint_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role0_name), role(node, role1_name):
+                    with Given(f"I grant privileges with grant option to role0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                    with And("I grant role0 to user0"):
+                        node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                    with And(f"I grant privileges with grant option to role1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I grant role1 to user1"):
+                        node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                    with And("I revoke privilege from role0(user0) using role1(user1)"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role0_name}",
+                            settings=[("user", user1_name)])
+
+                    with Then("I verify that role0(user0) has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint("1.0"),
+    RQ_SRS_006_RBAC_Privileges_AlterConstraint_TableEngines("1.0")
+)
+@Examples("table_type", [
+    (key,) for key in table_types.keys()
+])
+@Name("alter constraint")
+def feature(self, node="clickhouse1", parallel=None, stress=None):
+    self.context.node = self.context.cluster.node(node)
+
+    if parallel is not None:
+        self.context.parallel = parallel
+    if stress is not None:
+        self.context.stress = stress
+
+    for example in self.examples:
+        table_type, = example
+
+        if table_type != "MergeTree" and not self.context.stress:
+            continue
+
+        with Example(str(example)):
+            pool = Pool(13)
+            try:
+                tasks = []
+                try:
+                    for scenario in loads(current_module(), Scenario):
+                        run_scenario(pool, tasks, Scenario(test=scenario), {"table_type" : table_type})
+                finally:
+                    join(tasks)
+            finally:
+                pool.close()
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/alter/alter_index.py b/tests/testflows/rbac/tests/privileges/alter/alter_index.py
new file mode 100755
index 00000000000..89547269b9c
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/alter/alter_index.py
@@ -0,0 +1,815 @@
+import json
+import random
+
+from testflows._core.cli.arg.parser import parser
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+from rbac.helper.tables import table_types
+
+subprivileges = {
+    "ORDER BY" : 1 << 0,
+    "SAMPLE BY": 1 << 1,
+    "ADD INDEX" : 1 << 2,
+    "MATERIALIZE INDEX" : 1 << 3,
+    "CLEAR INDEX": 1 << 4,
+    "DROP INDEX": 1 << 5,
+}
+
+aliases = {
+    "ORDER BY" : ["ALTER ORDER BY", "ALTER MODIFY ORDER BY", "MODIFY ORDER BY"],
+    "SAMPLE BY": ["ALTER SAMPLE BY", "ALTER MODIFY SAMPLE BY", "MODIFY SAMPLE BY"],
+    "ADD INDEX" : ["ALTER ADD INDEX", "ADD INDEX"],
+    "MATERIALIZE INDEX" : ["ALTER MATERIALIZE INDEX", "MATERIALIZE INDEX"],
+    "CLEAR INDEX": ["ALTER CLEAR INDEX", "CLEAR INDEX"],
+    "DROP INDEX": ["ALTER DROP INDEX", "DROP INDEX"],
+    "ALTER INDEX": ["ALTER INDEX", "INDEX"] # super-privilege
+}
+
+# Extra permutation is for 'ALTER INDEX' super-privilege
+permutation_count = (1 << len(subprivileges))
+
+def permutations(table_type):
+    """Uses stress flag and table type, returns list of all permutations to run
+
+    Stress test: All permutations, all tables (when stress=True)
+    Sanity test: All permutations for MergeTree, selected permutations* for other tables
+    """
+    if current().context.stress or table_type == "MergeTree":
+        return [*range(permutation_count + len(aliases["ALTER INDEX"]))]
+    else:
+        # *Selected permutations currently stand as [1,2,4,8,16,32,0,42,63,64,65].
+        # Testing ["ORDER BY", "SAMPLE BY", "ADD INDEX", "MATERIALIZE INDEX", "CLEAR INDEX",
+        # "DROP INDEX", "NONE", {"DROP, MATERIALIZE, SAMPLE BY"}, all, "ALTER INDEX", and "INDEX"]
+        return [1 << index for index in range(len(subprivileges))] + \
+            [0, int('101010', 2), permutation_count-1, permutation_count, permutation_count+1]
+
+def alter_index_privileges(grants: int):
+    """Takes in an integer, and returns the corresponding set of tests to grant and
+    not grant using the binary string. Each integer corresponds to a unique permutation
+    of grants.
+    """
+    note(grants)
+    privileges = []
+
+    # Extra iteration for ALTER INDEX
+    if grants >= permutation_count:
+        privileges.append(aliases["ALTER INDEX"][grants-permutation_count])
+    elif grants==0: # No privileges
+        privileges.append("NONE")
+    else:
+        if (grants & subprivileges["ORDER BY"]):
+            privileges.append(aliases["ORDER BY"][grants % len(aliases["ORDER BY"])])
+        if (grants & subprivileges["SAMPLE BY"]):
+            privileges.append(aliases["SAMPLE BY"][grants % len(aliases["SAMPLE BY"])])
+        if (grants & subprivileges["ADD INDEX"]):
+            privileges.append(aliases["ADD INDEX"][grants % len(aliases["ADD INDEX"])])
+        if (grants & subprivileges["MATERIALIZE INDEX"]):
+            privileges.append(aliases["MATERIALIZE INDEX"][grants % len(aliases["MATERIALIZE INDEX"])])
+        if (grants & subprivileges["CLEAR INDEX"]):
+            privileges.append(aliases["CLEAR INDEX"][grants % len(aliases["CLEAR INDEX"])])
+        if (grants & subprivileges["DROP INDEX"]):
+            privileges.append(aliases["DROP INDEX"][grants % len(aliases["DROP INDEX"])])
+
+    note(f"Testing these privileges: {privileges}")
+    return ', '.join(privileges)
+
+def alter_index_privilege_handler(grants, table, user, node):
+    """For all 5 subprivileges, if the privilege is granted: run test to ensure correct behavior,
+    and if the privilege is not granted, run test to ensure correct behavior there as well.
+    """
+    # Testing ALTER INDEX and INDEX is the same as testing all subprivileges
+    if grants > permutation_count-1:
+        grants = permutation_count-1
+
+    if (grants & subprivileges["ORDER BY"]):
+        with When("I check order by when privilege is granted"):
+            check_order_by_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check order by when privilege is not granted"):
+            check_order_by_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["SAMPLE BY"]):
+        with When("I check sample by when privilege is granted"):
+            check_sample_by_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check sample by when privilege is not granted"):
+            check_sample_by_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["ADD INDEX"]):
+        with When("I check add index when privilege is granted"):
+            check_add_index_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check add index when privilege is not granted"):
+            check_add_index_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["MATERIALIZE INDEX"]):
+        with When("I check materialize index when privilege is granted"):
+            check_materialize_index_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check materialize index when privilege is not granted"):
+            check_materialize_index_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["CLEAR INDEX"]):
+        with When("I check clear index when privilege is granted"):
+            check_clear_index_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check clear index when privilege is not granted"):
+            check_clear_index_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["DROP INDEX"]):
+        with When("I check drop index when privilege is granted"):
+            check_drop_index_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check drop index when privilege is not granted"):
+            check_drop_index_when_privilege_is_not_granted(table, user, node)
+
+def check_order_by_when_privilege_is_granted(table, user, node):
+    """Ensures ORDER BY runs as expected when the privilege is granted to the specified user
+    """
+    column = "order"
+
+    with Given("I run sanity check"):
+        node.query(f"ALTER TABLE {table} MODIFY ORDER BY d", settings = [("user", user)])
+
+    with And("I add new column and modify order using that column"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} UInt32, MODIFY ORDER BY (d, {column})")
+
+    with When(f"I insert random data into the ordered-by column {column}"):
+        data = random.sample(range(1,1000),100)
+        values = ', '.join(f'({datum})' for datum in data)
+        node.query(f"INSERT INTO {table}({column}) VALUES {values}")
+
+    with Then("I synchronize with optimize table"):
+        node.query(f"OPTIMIZE TABLE {table} final")
+
+    with And("I verify that the added data is ordered in the table"):
+        data.sort()
+        note(data)
+        column_data = node.query(f"SELECT {column} FROM {table} FORMAT JSONEachRow").output
+        column_data = column_data.split('\n')
+        for row, datum in zip(column_data[:10], data[:10]):
+            assert json.loads(row) == {column:datum}, error()
+
+    with And("I verify that the sorting key is present in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"ORDER BY (d, {column})" in output['statement'], error()
+
+    with But(f"I cannot drop the required column {column}"):
+        exitcode, message = errors.missing_columns(column)
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}",
+            exitcode=exitcode, message=message)
+
+def check_sample_by_when_privilege_is_granted(table, user, node):
+    """Ensures SAMPLE BY runs as expected when the privilege is granted to the specified user
+    """
+    column = 'sample'
+
+    with Given(f"I add new column {column}"):
+        node.query(f"ALTER TABLE {table} ADD COLUMN {column} UInt32")
+
+    with When(f"I add sample by clause"):
+        node.query(f"ALTER TABLE {table} MODIFY SAMPLE BY (d, {column})",
+            settings = [("user", user)])
+
+    with Then("I verify that the sample is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"SAMPLE BY (d, {column})" in output['statement'], error()
+
+    with But(f"I cannot drop the required column {column}"):
+        exitcode, message = errors.missing_columns(column)
+        node.query(f"ALTER TABLE {table} DROP COLUMN {column}",
+            exitcode=exitcode, message=message)
+
+def check_add_index_when_privilege_is_granted(table, user, node):
+    """Ensures ADD INDEX runs as expected when the privilege is granted to the specified user
+    """
+    index = "add"
+
+    with Given(f"I add index '{index}'"): # Column x: String
+        node.query(f"ALTER TABLE {table} ADD INDEX {index}(x) TYPE set(0) GRANULARITY 1",
+            settings = [("user", user)])
+
+    with Then("I verify that the index is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"INDEX {index} x TYPE set(0) GRANULARITY 1" in output['statement'], error()
+
+    with Finally(f"I drop index {index}"):
+        node.query(f"ALTER TABLE {table} DROP INDEX {index}")
+
+def check_materialize_index_when_privilege_is_granted(table, user, node):
+    """Ensures MATERIALIZE INDEX runs as expected when the privilege is granted to the specified user
+    """
+    index = "materialize"
+
+    with Given(f"I add index '{index}'"):
+        node.query(f"ALTER TABLE {table} ADD INDEX {index}(x) TYPE set(0) GRANULARITY 1")
+
+    with When(f"I materialize index '{index}'"):
+        node.query(f"ALTER TABLE {table} MATERIALIZE INDEX {index} IN PARTITION 1 SETTINGS mutations_sync = 2",
+            settings = [("user", user)])
+
+    with Then("I verify that the index is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"INDEX {index} x TYPE set(0) GRANULARITY 1" in output['statement'], error()
+
+    with Finally(f"I drop index {index}"):
+        node.query(f"ALTER TABLE {table} DROP INDEX {index}")
+
+def check_clear_index_when_privilege_is_granted(table, user, node):
+    """Ensures CLEAR INDEX runs as expected when the privilege is granted to the specified user
+    """
+    index = "clear"
+
+    with Given(f"I add index '{index}'"): # Column x: String
+        node.query(f"ALTER TABLE {table} ADD INDEX {index}(x) TYPE set(0) GRANULARITY 1")
+
+    with When(f"I clear index {index}"):
+        node.query(f"ALTER TABLE {table} CLEAR INDEX {index} IN PARTITION 1")
+
+    with Then("I verify that the index is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"INDEX {index} x TYPE set(0) GRANULARITY 1" in output['statement'], error()
+
+    with Finally(f"I drop index {index}"):
+        node.query(f"ALTER TABLE {table} DROP INDEX {index}")
+
+def check_drop_index_when_privilege_is_granted(table, user, node):
+    """Ensures DROP INDEX runs as expected when the privilege is granted to the specified user
+    """
+    with When("I try to drop nonexistent index, throws exception"):
+        exitcode, message = errors.wrong_index_name("fake_index")
+        node.query(f"ALTER TABLE {table} DROP INDEX fake_index",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+    index = "drop"
+
+    with Given(f"I add the index"):
+        node.query(f"ALTER TABLE {table} ADD INDEX {index}(x) TYPE set(0) GRANULARITY 1")
+
+    with Then(f"I drop index {index} which exists"):
+        node.query(f"ALTER TABLE {table} DROP INDEX {index}",
+            settings = [("user", user)])
+
+    with And("I verify that the index is not in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert f"INDEX {index} x TYPE set(0) GRANULARITY 1" not in output['statement'], error()
+
+def check_order_by_when_privilege_is_not_granted(table, user, node):
+    """Ensures ORDER BY errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MODIFY ORDER BY d",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_sample_by_when_privilege_is_not_granted(table, user, node):
+    """Ensures SAMPLE BY errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MODIFY SAMPLE BY d",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_add_index_when_privilege_is_not_granted(table, user, node):
+    """Ensures ADD INDEX errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} ADD INDEX index1 b * length(x) TYPE set(1000) GRANULARITY 4",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_materialize_index_when_privilege_is_not_granted(table, user, node):
+    """Ensures MATERIALIZE INDEX errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MATERIALIZE INDEX index1",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_clear_index_when_privilege_is_not_granted(table, user, node):
+    """Ensures CLEAR INDEX errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} CLEAR INDEX index1 IN PARTITION 1",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_drop_index_when_privilege_is_not_granted(table, user, node):
+    """Ensures DROP INDEX errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} DROP INDEX index1",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Flags(TE)
+def user_with_some_privileges(self, table_type, node=None):
+    """Check that user with any permutation of ALTER INDEX subprivileges is able
+    to alter the table for privileges granted, and not for privileges not granted.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name):
+                with Given("I first grant the privileges needed"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+                with Then(f"I try to ALTER INDEX with given privileges"):
+                    alter_index_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_Revoke("1.0"),
+)
+def user_with_revoked_privileges(self, table_type, node=None):
+    """Check that user is unable to ALTER INDEX on table after ALTER INDEX privilege
+    on that table has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name):
+                with Given("I first grant the privileges"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+                with And("I then revoke the privileges"):
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user_name}")
+
+                with When(f"I try to ALTER INDEX with given privileges"):
+                    # Permutation 0: no privileges
+                    alter_index_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_Grant("1.0"),
+)
+def role_with_some_privileges(self, table_type, node=None):
+    """Check that user can ALTER INDEX on a table after it is granted a role that
+    has the ALTER INDEX privilege for that table.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+                with Given("I grant the ALTER INDEX privilege to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+                with And("I grant role to the user"):
+                    node.query(f"GRANT {role_name} TO {user_name}")
+
+                with Then(f"I try to ALTER INDEX with given privileges"):
+                    alter_index_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+@Flags(TE)
+def user_with_revoked_role(self, table_type, node=None):
+    """Check that user with a role that has ALTER INDEX privilege on a table is unable to
+    ALTER INDEX from that table after the role with privilege has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+                with When("I grant privileges to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+                with And("I grant the role to a user"):
+                    node.query(f"GRANT {role_name} TO {user_name}")
+
+                with And("I revoke the role from the user"):
+                    node.query(f"REVOKE {role_name} FROM {user_name}")
+
+                with And("I ALTER INDEX on the table"):
+                    # Permutation 0: no privileges for any permutation on these columns
+                    alter_index_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_Cluster("1.0"),
+)
+def user_with_privileges_on_cluster(self, table_type, node=None):
+    """Check that user is able to ALTER INDEX on a table with
+    privilege granted on a cluster.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type):
+                try:
+                    with Given("I have a user on a cluster"):
+                        node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
+
+                    with When("I grant ALTER INDEX privileges needed for iteration on a cluster"):
+                        node.query(f"GRANT ON CLUSTER sharded_cluster {privileges} ON {table_name} TO {user_name}")
+
+                    with Then(f"I try to ALTER INDEX with given privileges"):
+                        alter_index_privilege_handler(permutation, table_name, user_name, node)
+                finally:
+                    with Finally("I drop the user on cluster"):
+                        node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_user_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER INDEX on a table when granted privilege
+    from another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type),user(node, user0_name), user(node, user1_name):
+                with When("I grant privileges needed for iteration with grant option to user"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And("I grant privileges to another user via grant option"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings = [("user", user0_name)])
+
+                with Then(f"I try to ALTER INDEX with given privileges"):
+                    alter_index_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_user_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER INDEX on a table when granted a role with
+    ALTER INDEX privilege that was granted by another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with When("I grant needed subprivileges with grant option to user"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                    with And("I grant privileges to a role via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                            settings = [("user", user0_name)])
+
+                    with And("I grant the role to another user"):
+                        node.query(f"GRANT {role_name} TO {user1_name}")
+
+                    with Then(f"I try to ALTER INDEX with given privileges"):
+                        alter_index_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_role_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER INDEX on a table when granted privilege from
+    a role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with When(f"I grant privileges with grant option to a role"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                    with And("I grant role to a user"):
+                        node.query(f"GRANT {role_name} TO {user0_name}")
+
+                    with And("I grant privileges to a user via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                            settings = [("user", user0_name)])
+
+                    with Then(f"I try to ALTER INDEX with given privileges"):
+                        alter_index_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_role_with_grant_option(self, table_type, node=None):
+    """Check that a user is able to ALTER INDEX on a table with a role that was
+    granted privilege by another role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role0_name), role(node, role1_name):
+                    with When(f"I grant privilege with grant option to role"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                    with And("I grant the role to a user"):
+                        node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                    with And("I grant privileges to another role via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                            settings = [("user", user0_name)])
+
+                    with And("I grant the second role to another user"):
+                        node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                    with Then(f"I try to ALTER INDEX with given privileges"):
+                        alter_index_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_user_with_grant_option(self, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with Given(f"I grant privileges with grant option to user0"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And(f"I grant privileges with grant option to user1"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                        settings=[("user", user0_name)])
+
+                with When("I revoke privilege from user0 using user1"):
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user0_name}",
+                        settings=[("user", user1_name)])
+
+                with Then("I verify that user0 has privileges revoked"):
+                    exitcode, message = errors.not_enough_privileges(user0_name)
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user1_name}",
+                        settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_user_with_grant_option(self, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with Given(f"I grant privileges with grant option to role0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                    with And("I grant role0 to user0"):
+                        node.query(f"GRANT {role_name} TO {user0_name}")
+
+                    with And(f"I grant privileges with grant option to user1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I revoke privilege from role0 using user1"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role_name}",
+                            settings=[("user", user1_name)])
+
+                    with Then("I verify that role0(user0) has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {user1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_role_with_grant_option(self, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they don't have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with Given(f"I grant privileges with grant option to user0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                    with And(f"I grant privileges with grant option to role1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I grant role1 to user1"):
+                        node.query(f"GRANT {role_name} TO {user1_name}")
+
+                    with And("I revoke privilege from user0 using role1(user1)"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {user0_name}",
+                            settings=[("user" ,user1_name)])
+
+                    with Then("I verify that user0 has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Flags(TE)
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_role_with_grant_option(self, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they don't have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    for permutation in permutations(table_type):
+        privileges = alter_index_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role0_name), role(node, role1_name):
+                    with Given(f"I grant privileges with grant option to role0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                    with And("I grant role0 to user0"):
+                        node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                    with And(f"I grant privileges with grant option to role1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I grant role1 to user1"):
+                        node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                    with And("I revoke privilege from role0(user0) using role1(user1)"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role0_name}",
+                            settings=[("user", user1_name)])
+
+                    with Then("I verify that role0(user0) has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterIndex("1.0"),
+    RQ_SRS_006_RBAC_Privileges_AlterIndex_TableEngines("1.0")
+)
+@Examples("table_type", [
+    (key,) for key in table_types.keys()
+])
+@Flags(TE)
+@Name("alter index")
+def feature(self, node="clickhouse1", stress=None, parallel=None):
+    self.context.node = self.context.cluster.node(node)
+
+    if parallel is not None:
+        self.context.parallel = parallel
+    if stress is not None:
+        self.context.stress = stress
+
+    for example in self.examples:
+        table_type, = example
+
+        if table_type != "MergeTree" and not self.context.stress:
+            continue
+
+        with Example(str(example)):
+            pool = Pool(13)
+            try:
+                tasks = []
+                try:
+                    for scenario in loads(current_module(), Scenario):
+                        run_scenario(pool, tasks, Scenario(test=scenario), {"table_type" : table_type})
+                finally:
+                    join(tasks)
+            finally:
+                pool.close()
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/alter/alter_settings.py b/tests/testflows/rbac/tests/privileges/alter/alter_settings.py
new file mode 100755
index 00000000000..c4e71be4f81
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/alter/alter_settings.py
@@ -0,0 +1,476 @@
+import json
+
+from multiprocessing.dummy import Pool
+
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+from rbac.helper.tables import table_types
+
+aliases = {"ALTER SETTINGS", "ALTER SETTING", "ALTER MODIFY SETTING", "MODIFY SETTING"}
+
+def check_alter_settings_when_privilege_is_granted(table, user, node):
+    """Ensures ADD SETTINGS runs as expected when the privilege is granted to the specified user
+    """
+    with Given("I check that the modified setting is not already in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert "merge_with_ttl_timeout = 5" not in output['statement'], error()
+
+    with And(f"I modify settings"):
+        node.query(f"ALTER TABLE {table} MODIFY SETTING merge_with_ttl_timeout=5",
+            settings = [("user", user)])
+
+    with Then("I verify that the setting is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert "SETTINGS index_granularity = 8192, merge_with_ttl_timeout = 5" in output['statement'], error()
+
+def check_alter_settings_when_privilege_is_not_granted(table, user, node):
+    """Ensures CLEAR SETTINGS runs as expected when the privilege is granted to the specified user
+    """
+    with When("I try to use ALTER SETTING, has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MODIFY SETTING merge_with_ttl_timeout=5",
+            settings = [("user", user)], exitcode=exitcode, message=message)
+
+@TestScenario
+def user_with_privileges(self, privilege, table_type, node=None):
+    """Check that user with ALTER SETTINGS privilege is able
+    to alter the table
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user_name):
+        with Given("I first grant the privilege"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {user_name}")
+
+        with Then(f"I try to ALTER SETTINGS"):
+            check_alter_settings_when_privilege_is_granted(table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_Revoke("1.0"),
+)
+def user_with_revoked_privileges(self, privilege, table_type, node=None):
+    """Check that user is unable to alter settingss on table after ALTER SETTINGS privilege
+    on that table has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user_name):
+        with Given("I first grant the privilege"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {user_name}")
+
+        with And("I then revoke the privileges"):
+            node.query(f"REVOKE {privilege} ON {table_name} FROM {user_name}")
+
+        with When(f"I try to ALTER SETTINGS"):
+            check_alter_settings_when_privilege_is_not_granted(table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_Grant("1.0"),
+)
+def role_with_some_privileges(self, privilege, table_type, node=None):
+    """Check that user can alter settings on a table after it is granted a role that
+    has the alter settings privilege for that table.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+        with Given("I grant the alter settings privilege to a role"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {role_name}")
+
+        with And("I grant role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+
+        with Then(f"I try to ALTER SETTINGS"):
+            check_alter_settings_when_privilege_is_granted(table_name, user_name, node)
+
+@TestScenario
+def user_with_revoked_role(self, privilege, table_type, node=None):
+    """Check that user with a role that has alter settings privilege on a table is unable to
+    alter settings from that table after the role with privilege has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+        with When("I grant privileges to a role"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {role_name}")
+
+        with And("I grant the role to a user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+
+        with And("I revoke the role from the user"):
+            node.query(f"REVOKE {role_name} FROM {user_name}")
+
+        with And("I alter settings on the table"):
+            check_alter_settings_when_privilege_is_not_granted(table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_Cluster("1.0"),
+)
+def user_with_privileges_on_cluster(self, privilege, table_type, node=None):
+    """Check that user is able to alter settings on a table with
+    privilege granted on a cluster.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    with When(f"granted=ALTER SETTINGS"):
+        with table(node, table_name, table_type):
+            try:
+                with Given("I have a user on a cluster"):
+                    node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
+
+                with When("I grant alter settings privileges on a cluster"):
+                    node.query(f"GRANT ON CLUSTER sharded_cluster ALTER SETTINGS ON {table_name} TO {user_name}")
+
+                with Then(f"I try to ALTER SETTINGS"):
+                    check_alter_settings_when_privilege_is_granted(table_name, user_name, node)
+
+                with When("I revoke alter settings privileges on a cluster"):
+                    node.query(f"REVOKE ON CLUSTER sharded_cluster ALTER SETTINGS ON {table_name} FROM {user_name}")
+
+                with Then(f"I try to ALTER SETTINGS"):
+                    check_alter_settings_when_privilege_is_not_granted(table_name, user_name, node)
+            finally:
+                with Finally("I drop the user on a cluster"):
+                    node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_user_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user is able to alter settings on a table when granted privilege
+    from another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with When("I grant privileges with grant option to user"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+        with And("I grant privileges to another user via grant option"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {user1_name}",
+                settings = [("user", user0_name)])
+
+        with Then(f"I try to ALTER SETTINGS"):
+            check_alter_settings_when_privilege_is_granted(table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_user_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user is able to alter settings on a table when granted a role with
+    alter settings privilege that was granted by another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with role(node, role_name):
+            with When("I grant subprivileges with grant option to user"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+            with And("I grant privileges to a role via grant option"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role_name}",
+                    settings = [("user", user0_name)])
+
+            with And("I grant the role to another user"):
+                node.query(f"GRANT {role_name} TO {user1_name}")
+
+            with Then(f"I try to ALTER SETTINGS"):
+                check_alter_settings_when_privilege_is_granted(table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_role_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user is able to alter settings on a table when granted privilege from
+    a role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with role(node, role_name):
+            with When(f"I grant privileges with grant option to a role"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+            with When("I grant role to a user"):
+                node.query(f"GRANT {role_name} TO {user0_name}")
+
+            with And("I grant privileges to a user via grant option"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {user1_name}",
+                    settings = [("user", user0_name)])
+
+            with Then(f"I try to ALTER SETTINGS"):
+                check_alter_settings_when_privilege_is_granted(table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_role_with_grant_option(self, privilege, table_type, node=None):
+    """Check that a user is able to alter settings on a table with a role that was
+    granted privilege by another role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with role(node, role0_name), role(node, role1_name):
+            with When(f"I grant privilege with grant option to role"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+            with And("I grant the role to a user"):
+                node.query(f"GRANT {role0_name} TO {user0_name}")
+
+            with And("I grant privileges to another role via grant option"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role1_name}",
+                    settings = [("user", user0_name)])
+
+            with And("I grant the second role to another user"):
+                node.query(f"GRANT {role1_name} TO {user1_name}")
+
+            with Then(f"I try to ALTER SETTINGS"):
+                check_alter_settings_when_privilege_is_granted(table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_user_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with Given(f"I grant privileges with grant option to user0"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+        with And(f"I grant privileges with grant option to user1"):
+            node.query(f"GRANT {privilege} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                settings=[("user", user0_name)])
+
+        with When("I revoke privilege from user0 using user1"):
+            node.query(f"REVOKE {privilege} ON {table_name} FROM {user0_name}",
+                settings=[("user", user1_name)])
+
+        with Then("I verify that user0 has privileges revoked"):
+            exitcode, message = errors.not_enough_privileges(user0_name)
+            node.query(f"GRANT {privilege} ON {table_name} TO {user1_name}",
+                settings=[("user", user0_name)], exitcode=exitcode, message=message)
+            node.query(f"REVOKE {privilege} ON {table_name} FROM {user1_name}",
+                settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_user_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user_{getuid()}"
+    user1_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with role(node, role_name):
+            with Given(f"I grant privileges with grant option to role0"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+            with And("I grant role0 to user0"):
+                node.query(f"GRANT {role_name} TO {user0_name}")
+
+            with And(f"I grant privileges with grant option to user1"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                    settings=[("user", user0_name)])
+
+            with When("I revoke privilege from role0 using user1"):
+                node.query(f"REVOKE {privilege} ON {table_name} FROM {role_name}",
+                    settings=[("user", user1_name)])
+
+            with Then("I verify that role0(user0) has privileges revoked"):
+                exitcode, message = errors.not_enough_privileges(user0_name)
+                node.query(f"GRANT {privilege} ON {table_name} TO {user1_name}",
+                    settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                node.query(f"REVOKE {privilege} ON {table_name} FROM {user1_name}",
+                    settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_role_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they don't have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with role(node, role_name):
+            with Given(f"I grant privileges with grant option to user0"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+            with And(f"I grant privileges with grant option to role1"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role_name} WITH GRANT OPTION",
+                    settings=[("user", user0_name)])
+
+            with When("I grant role1 to user1"):
+                node.query(f"GRANT {role_name} TO {user1_name}")
+
+            with And("I revoke privilege from user0 using role1(user1)"):
+                node.query(f"REVOKE {privilege} ON {table_name} FROM {user0_name}",
+                    settings=[("user" ,user1_name)])
+
+            with Then("I verify that user0 has privileges revoked"):
+                exitcode, message = errors.not_enough_privileges(user0_name)
+                node.query(f"GRANT {privilege} ON {table_name} TO {role_name}",
+                    settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                node.query(f"REVOKE {privilege} ON {table_name} FROM {role_name}",
+                    settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_role_with_grant_option(self, privilege, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they don't have acces to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user_{getuid()}"
+    user1_name = f"user_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+        with role(node, role0_name), role(node, role1_name):
+            with Given(f"I grant privileges with grant option to role0"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+            with And("I grant role0 to user0"):
+                node.query(f"GRANT {role0_name} TO {user0_name}")
+
+            with And(f"I grant privileges with grant option to role1"):
+                node.query(f"GRANT {privilege} ON {table_name} TO {role1_name} WITH GRANT OPTION",
+                    settings=[("user", user0_name)])
+
+            with When("I grant role1 to user1"):
+                node.query(f"GRANT {role1_name} TO {user1_name}")
+
+            with And("I revoke privilege from role0(user0) using role1(user1)"):
+                node.query(f"REVOKE {privilege} ON {table_name} FROM {role0_name}",
+                    settings=[("user", user1_name)])
+
+            with Then("I verify that role0(user0) has privileges revoked"):
+                exitcode, message = errors.not_enough_privileges(user0_name)
+                node.query(f"GRANT {privilege} ON {table_name} TO {role1_name}",
+                    settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                node.query(f"REVOKE {privilege} ON {table_name} FROM {role1_name}",
+                    settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterSettings("1.0"),
+    RQ_SRS_006_RBAC_Privileges_AlterSettings_TableEngines("1.0")
+)
+@Examples("table_type", [
+    (key,) for key in table_types.keys()
+])
+@Name("alter settings")
+def feature(self, node="clickhouse1", stress=None, parallel=None):
+    """Runs test suites above which check correctness over scenarios and permutations
+    """
+    self.context.node = self.context.cluster.node(node)
+
+    if parallel is not None:
+        self.context.parallel = parallel
+    if stress is not None:
+        self.context.stress = stress
+
+    for example in self.examples:
+        table_type, = example
+
+        if table_type != "MergeTree" and not self.context.stress:
+            continue
+
+        with Example(str(example)):
+            pool = Pool(13)
+            try:
+                tasks = []
+                try:
+                    for alias in aliases:
+                        for scenario in loads(current_module(), Scenario):
+                            with Suite(name=f"{alias}"):
+                                run_scenario(pool, tasks, Scenario(test=scenario), {"table_type": table_type, "privilege": alias})
+                finally:
+                    join(tasks)
+            finally:
+                pool.close()
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/alter/alter_ttl.py b/tests/testflows/rbac/tests/privileges/alter/alter_ttl.py
new file mode 100755
index 00000000000..7b6217375a0
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/alter/alter_ttl.py
@@ -0,0 +1,605 @@
+import json
+
+from testflows.core import *
+from testflows.core import threading
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+from rbac.helper.tables import table_types
+
+subprivileges = {
+    "TTL" : 1 << 0,
+    "MATERIALIZE TTL" : 1 << 1,
+}
+
+aliases = {
+    "TTL" : ["ALTER TTL", "ALTER MODIFY TTL", "MODIFY TTL"],
+    "MATERIALIZE TTL": ["ALTER MATERIALIZE TTL", "MATERIALIZE TTL"],
+}
+
+permutation_count = (1 << len(subprivileges))
+
+def permutations():
+    """Returns list of all permutations to run.
+    Currently includes NONE, TTL, MATERIALIZE TTL, and both
+    """
+    return [*range(permutation_count)]
+
+def alter_ttl_privileges(grants: int):
+    """Takes in an integer, and returns the corresponding set of tests to grant and
+    not grant using the binary string. Each integer corresponds to a unique permutation
+    of grants.
+    """
+    note(grants)
+    privileges = []
+
+    if grants==0: # No privileges
+        privileges.append("NONE")
+    else:
+        if (grants & subprivileges["TTL"]):
+            privileges.append(f"ALTER TTL")
+        if (grants & subprivileges["MATERIALIZE TTL"]):
+            privileges.append(f"ALTER MATERIALIZE TTL")
+
+    note(f"Testing these privileges: {privileges}")
+    return ', '.join(privileges)
+
+def alter_ttl_privilege_handler(grants, table, user, node):
+    """For all 2 subprivileges, if the privilege is granted: run test to ensure correct behavior,
+    and if the privilege is not granted, run test to ensure correct behavior there as well
+    """
+
+    if (grants & subprivileges["TTL"]):
+        with When("I check ttl when privilege is granted"):
+            check_ttl_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check ttl when privilege is not granted"):
+            check_ttl_when_privilege_is_not_granted(table, user, node)
+    if (grants & subprivileges["MATERIALIZE TTL"]):
+        with When("I check materialize ttl when privilege is granted"):
+            check_materialize_ttl_when_privilege_is_granted(table, user, node)
+    else:
+        with When("I check materialize ttl when privilege is not granted"):
+            check_materialize_ttl_when_privilege_is_not_granted(table, user, node)
+
+def check_ttl_when_privilege_is_granted(table, user, node):
+    """Ensures ALTER TTL runs as expected when the privilege is granted to the specified user
+    """
+    with Given(f"I modify TTL"):
+        node.query(f"ALTER TABLE {table} MODIFY TTL d + INTERVAL 1 DAY;",
+            settings = [("user", user)])
+
+    with Then("I verify that the TTL clause is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert "TTL d + toIntervalDay(1)" in output['statement'], error()
+
+def check_materialize_ttl_when_privilege_is_granted(table, user, node):
+    """Ensures MATERIALIZE TTL runs as expected when the privilege is granted to the specified user
+    """
+    with Given("I modify TTL so it exists"):
+        node.query(f"ALTER TABLE {table} MODIFY TTL d + INTERVAL 1 MONTH;")
+
+    with Then("I materialize the TTL"):
+        node.query(f"ALTER TABLE {table} MATERIALIZE TTL IN PARTITION 2",
+            settings = [("user", user)])
+
+    with Then("I verify that the TTL clause is in the table"):
+        output = json.loads(node.query(f"SHOW CREATE TABLE {table} FORMAT JSONEachRow").output)
+        assert "TTL d + toIntervalMonth(1)" in output['statement'], error()
+
+def check_ttl_when_privilege_is_not_granted(table, user, node):
+    """Ensures ALTER TTL errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MODIFY TTL d + INTERVAL 1 DAY;",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+def check_materialize_ttl_when_privilege_is_not_granted(table, user, node):
+    """Ensures MATERIALIZE TTL errors as expected without the required privilege for the specified user
+    """
+    with When("I try to use privilege that has not been granted"):
+        exitcode, message = errors.not_enough_privileges(user)
+        node.query(f"ALTER TABLE {table} MATERIALIZE TTL IN PARTITION 4",
+                    settings = [("user", user)], exitcode=exitcode, message=message)
+
+@TestScenario
+def user_with_some_privileges(self, table_type, node=None):
+    """Check that user with any permutation of ALTER TTL subprivileges is able
+    to alter the table for privileges granted, and not for privileges not granted.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name):
+                with Given("I first grant the privileges"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+                with Then(f"I try to ALTER TTL"):
+                    alter_ttl_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_Revoke("1.0"),
+)
+def user_with_revoked_privileges(self, table_type, node=None):
+    """Check that user is unable to ALTER TTLs on table after ALTER TTL privilege
+    on that table has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name):
+                with Given("I first grant the privileges"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user_name}")
+
+                with And("I then revoke the privileges"):
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user_name}")
+
+                with When(f"I try to ALTER TTL"):
+                    # Permutation 0: no privileges
+                    alter_ttl_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_Grant("1.0"),
+)
+def role_with_some_privileges(self, table_type, node=None):
+    """Check that user can ALTER TTL on a table after it is granted a role that
+    has the ALTER TTL privilege for that table.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+                with Given("I grant the ALTER TTL privilege to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+                with And("I grant role to the user"):
+                    node.query(f"GRANT {role_name} TO {user_name}")
+
+                with Then(f"I try to ALTER TTL"):
+                    alter_ttl_privilege_handler(permutation, table_name, user_name, node)
+
+@TestScenario
+def user_with_revoked_role(self, table_type, node=None):
+    """Check that user with a role that has ALTER TTL privilege on a table is unable to
+    ALTER TTL from that table after the role with privilege has been revoked from the user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user_name), role(node, role_name):
+                with When("I grant privileges to a role"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {role_name}")
+
+                with And("I grant the role to a user"):
+                    node.query(f"GRANT {role_name} TO {user_name}")
+
+                with And("I revoke the role from the user"):
+                    node.query(f"REVOKE {role_name} FROM {user_name}")
+
+                with And("I ALTER TTL on the table"):
+                    # Permutation 0: no privileges for any permutation
+                    alter_ttl_privilege_handler(0, table_name, user_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_Cluster("1.0"),
+)
+def user_with_privileges_on_cluster(self, table_type, node=None):
+    """Check that user is able to ALTER TTL on a table with
+    privilege granted on a cluster.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user_name = f"user_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type):
+                try:
+                    with Given("I have a user on a cluster"):
+                        node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
+
+                    with When("I grant ALTER TTL privileges on a cluster"):
+                        node.query(f"GRANT ON CLUSTER sharded_cluster {privileges} ON {table_name} TO {user_name}")
+
+                    with Then(f"I try to ALTER TTL"):
+                        alter_ttl_privilege_handler(permutation, table_name, user_name, node)
+                finally:
+                    with Finally("I drop the user on a cluster"):
+                        node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_user_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER TTL on a table when granted privilege
+    from another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type),user(node, user0_name), user(node, user1_name):
+                with When("I grant privileges with grant option to user"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And("I grant privileges to another user via grant option"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings = [("user", user0_name)])
+
+                with Then(f"I try to ALTER TTL"):
+                    alter_ttl_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_user_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER TTL on a table when granted a role with
+    ALTER TTL privilege that was granted by another user with grant option.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with When("I grant subprivileges with grant option to user"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                    with And("I grant privileges to a role via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                            settings = [("user", user0_name)])
+
+                    with And("I grant the role to another user"):
+                        node.query(f"GRANT {role_name} TO {user1_name}")
+
+                    with Then(f"I try to ALTER TTL"):
+                        alter_ttl_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Grant("1.0"),
+)
+def user_with_privileges_from_role_with_grant_option(self, table_type, node=None):
+    """Check that user is able to ALTER TTL on a table when granted privilege from
+    a role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with When(f"I grant privileges with grant option to a role"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                    with When("I grant role to a user"):
+                        node.query(f"GRANT {role_name} TO {user0_name}")
+
+                    with And("I grant privileges to a user via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                            settings = [("user", user0_name)])
+
+                    with Then(f"I try to ALTER TTL"):
+                        alter_ttl_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Grant("1.0"),
+)
+def role_with_privileges_from_role_with_grant_option(self, table_type, node=None):
+    """Check that a user is able to ALTER TTL on a table with a role that was
+    granted privilege by another role with grant option
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role0_name), role(node, role1_name):
+                    with When(f"I grant privileges"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                    with And("I grant the role to a user"):
+                        node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                    with And("I grant privileges to another role via grant option"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                            settings = [("user", user0_name)])
+
+                    with And("I grant the second role to another user"):
+                        node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                    with Then(f"I try to ALTER TTL"):
+                        alter_ttl_privilege_handler(permutation, table_name, user1_name, node)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_user_with_grant_option(self, table_type, node=None):
+    """Check that user is unable to revoke a privilege they don't have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with Given(f"I grant privileges with grant option to user0"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                with And(f"I grant privileges with grant option to user1"):
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                        settings=[("user", user0_name)])
+
+                with When("I revoke privilege from user0 using user1"):
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user0_name}",
+                        settings=[("user", user1_name)])
+
+                with Then("I verify that user0 has privileges revoked"):
+                    exitcode, message = errors.not_enough_privileges(user0_name)
+                    node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                        settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                    node.query(f"REVOKE {privileges} ON {table_name} FROM {user1_name}",
+                        settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_user_with_grant_option(self, table_type, node=None):
+    """Check that user is unable to revoke a privilege they dont have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with Given(f"I grant privileges with grant option to role0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION")
+
+                    with And("I grant role0 to user0"):
+                        node.query(f"GRANT {role_name} TO {user0_name}")
+
+                    with And(f"I grant privileges with grant option to user1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I revoke privilege from role0 using user1"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role_name}",
+                            settings=[("user", user1_name)])
+
+                    with Then("I verify that role0(user0) has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {user1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_user_via_role_with_grant_option(self, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they dont have access to from a user.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role_name):
+                    with Given(f"I grant privileges with grant option to user0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {user0_name} WITH GRANT OPTION")
+
+                    with And(f"I grant privileges with grant option to role1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I grant role1 to user1"):
+                        node.query(f"GRANT {role_name} TO {user1_name}")
+
+                    with And("I revoke privilege from user0 using role1(user1)"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {user0_name}",
+                            settings=[("user" ,user1_name)])
+
+                    with Then("I verify that user0 has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_GrantOption_Revoke("1.0"),
+)
+def revoke_privileges_from_role_via_role_with_grant_option(self, table_type, node=None):
+    """Check that user with a role is unable to revoke a privilege they dont have access to from a role.
+    """
+    if node is None:
+        node = self.context.node
+
+    table_name = f"merge_tree_{getuid()}"
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+
+    for permutation in permutations():
+        privileges = alter_ttl_privileges(permutation)
+
+        with When(f"granted={privileges}"):
+            # This test does not apply when no privileges are granted (permutation 0)
+            if permutation == 0:
+                continue
+
+            with table(node, table_name, table_type), user(node, user0_name), user(node, user1_name):
+                with role(node, role0_name), role(node, role1_name):
+                    with Given(f"I grant privileges with grant option to role0"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role0_name} WITH GRANT OPTION")
+
+                    with And("I grant role0 to user0"):
+                        node.query(f"GRANT {role0_name} TO {user0_name}")
+
+                    with And(f"I grant privileges with grant option to role1"):
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name} WITH GRANT OPTION",
+                            settings=[("user", user0_name)])
+
+                    with When("I grant role1 to user1"):
+                        node.query(f"GRANT {role1_name} TO {user1_name}")
+
+                    with And("I revoke privilege from role0(user0) using role1(user1)"):
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role0_name}",
+                            settings=[("user", user1_name)])
+
+                    with Then("I verify that role0(user0) has privileges revoked"):
+                        exitcode, message = errors.not_enough_privileges(user0_name)
+                        node.query(f"GRANT {privileges} ON {table_name} TO {role1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+                        node.query(f"REVOKE {privileges} ON {table_name} FROM {role1_name}",
+                            settings=[("user", user0_name)], exitcode=exitcode, message=message)
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_AlterTTL("1.0"),
+    RQ_SRS_006_RBAC_Privileges_AlterTTL_TableEngines("1.0")
+)
+@Examples("table_type", [
+    (key,) for key in table_types.keys()
+])
+@Name("alter ttl")
+def feature(self, node="clickhouse1", stress=None, parallel=None):
+    self.context.node = self.context.cluster.node(node)
+
+    if parallel is not None:
+        self.context.parallel = parallel
+    if stress is not None:
+        self.context.stress = stress
+
+    for example in self.examples:
+        table_type, = example
+
+        if table_type != "MergeTree" and not self.context.stress:
+            continue
+
+        with Example(str(example)):
+            pool = Pool(13)
+            try:
+                tasks = []
+                try:
+                    for scenario in loads(current_module(), Scenario):
+                        run_scenario(pool, tasks, Scenario(test=scenario), {"table_type" : table_type})
+                finally:
+                    join(tasks)
+            finally:
+                pool.close()
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/distributed_table.py b/tests/testflows/rbac/tests/privileges/distributed_table.py
new file mode 100755
index 00000000000..7a065fbcd34
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/distributed_table.py
@@ -0,0 +1,1000 @@
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+
+@TestStep(Given)
+def user(self, name, node=None):
+    """Create a user with a given name.
+    """
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given(f"I create user {name}"):
+            node.query(f"CREATE USER OR REPLACE {name} ON CLUSTER one_shard_cluster")
+        yield
+    finally:
+        with Finally(f"I delete user {name}"):
+            node.query(f"DROP USER IF EXISTS {name} ON CLUSTER one_shard_cluster")
+
+@TestStep(Given)
+def role(self, name, node=None):
+    """Create a role with a given name.
+    """
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given(f"I create role {name}"):
+            node.query(f"CREATE ROLE OR REPLACE {name} ON CLUSTER one_shard_cluster")
+        yield
+    finally:
+        with Finally(f"I delete role {name}"):
+            node.query(f"DROP ROLE IF EXISTS {name} ON CLUSTER one_shard_cluster")
+
+@TestStep(Given)
+def table(self, name, cluster=None, node=None):
+    """Create a table with given name and on specified cluster, if specified.
+    """
+    if node is None:
+        node = self.context.node
+    try:
+        if cluster:
+            with Given(f"I create table {name}"):
+                node.query(f"DROP TABLE IF EXISTS {name}")
+                node.query(f"CREATE TABLE {name} ON CLUSTER {cluster} (a UInt64) ENGINE = Memory")
+        else:
+            with Given(f"I create table {name}"):
+                node.query(f"DROP TABLE IF EXISTS {name}")
+                node.query(f"CREATE TABLE {name} (a UInt64) ENGINE = Memory")
+        yield
+    finally:
+        if cluster:
+            with Finally(f"I delete table {name}"):
+                node.query(f"DROP TABLE IF EXISTS {name} ON CLUSTER {cluster}")
+        else:
+            with Finally(f"I delete role {name}"):
+                node.query(f"DROP ROLE IF EXISTS {name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_Table_DistributedTable_Create("1.0"),
+)
+def create(self):
+    """Check the RBAC functionality of distributed table with CREATE.
+    """
+    create_scenarios=[
+    create_without_privilege,
+    create_with_privilege_granted_directly_or_via_role,
+    ]
+
+    for scenario in create_scenarios:
+        Scenario(run=scenario)
+
+@TestScenario
+def create_without_privilege(self, node=None):
+    """Check that user is unable to create a distributed table without privileges.
+    """
+    user_name = f"user_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a table on a cluster"):
+        table(name=table0_name, cluster=cluster)
+    with When("I attempt to create the distributed table without privilege"):
+        node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed(sharded_cluster, default, {table0_name}, rand())", settings = [("user", f"{user_name}")],
+            exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a distributed table if and only if
+    they have CREATE and REMOTE privileges granted either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+    Scenario(test=create_with_privilege,
+        name="create with privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+    Scenario(test=create_with_privilege,
+        name="create with privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_privilege(self, user_name, grant_target_name, node=None):
+    """Grant CREATE and REMOTE privileges seperately, check the user is unable to create the table,
+    grant both privileges and check the user is able is create the table.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+
+        with When("I grant create table privilege"):
+            node.query(f"GRANT CREATE ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to create the distributed table as the user"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke the create table privilege"):
+            node.query(f"REVOKE CREATE TABLE ON {table1_name} FROM {grant_target_name}")
+        with And("I grant remote privilege"):
+            node.query(f"GRANT REMOTE ON *.* to {grant_target_name}")
+        with Then("I attempt to create the distributed table as the user"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant create table privilege"):
+            node.query(f"GRANT CREATE ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to create the distributed table as the user"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_Table_DistributedTable_Select("1.0"),
+)
+def select(self):
+    """Check the RBAC functionality of distributed table with SELECT.
+    """
+    select_scenarios = [
+        select_without_privilege,
+        select_with_privilege_granted_directly_or_via_role,
+    ]
+
+    for scenario in select_scenarios:
+        Scenario(run=scenario)
+
+@TestScenario
+def select_without_privilege(self, node=None):
+    """Check that user is unable to select from a distributed table without privileges.
+    """
+    user_name = f"user_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a user"):
+            user(name=user_name)
+        with And("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestScenario
+def select_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a distributed table if and only if
+    they have SELECT privilege for the distributed table and the table it is using.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=select_with_privilege,
+        name="select with privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=select_with_privilege,
+        name="select with privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege to the user on each table seperately, check that user is unable to select from the distribute table,
+    grant privilege on both tables and check the user is able to select.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with When("I grant select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke select privilege on the distributed table"):
+            node.query(f"REVOKE SELECT ON {table1_name} FROM {grant_target_name}")
+        with And("I grant select privilege on the table used by the distributed table"):
+            node.query(f"GRANT SELECT ON {table0_name} to {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant the user select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_Table_DistributedTable_Insert("1.0"),
+)
+def insert(self):
+    """Check the RBAC functionality of distributed table with INSERT.
+    """
+    insert_scenarios = [
+        insert_without_privilege,
+        insert_with_privilege_granted_directly_or_via_role,
+    ]
+
+    for scenario in insert_scenarios:
+        Scenario(run=scenario)
+
+@TestScenario
+def insert_without_privilege(self, node=None):
+    """Check that user is unable to insert into a distributed table without privileges.
+    """
+    user_name = f"user_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a user"):
+            user(name=user_name)
+        with And("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestScenario
+def insert_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a distributed table if and only if
+    they have INSERT privilege for the distributed table and the table it is using.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=insert_with_privilege,
+        name="insert with privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=insert_with_privilege,
+        name="insert with privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_with_privilege(self, user_name, grant_target_name, node=None):
+    """Grant INSERT privilege on each table seperately, check that the user is unable to insert into the distributed table,
+    grant privilege on both tables and check the user is able to insert.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with When("I grant insert privilege on the distributed table"):
+            node.query(f"GRANT INSERT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke the insert privilege on the distributed table"):
+            node.query(f"REVOKE INSERT ON {table1_name} FROM {grant_target_name}")
+        with And("I grant insert privilege on the table used by the distributed table"):
+            node.query(f"GRANT INSERT ON {table0_name} to {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant insert privilege on the distributed table"):
+            node.query(f"GRANT INSERT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_Table_DistributedTable_SpecialTables("1.0"),
+)
+def special_cases(self):
+    """Check that the user is able to successfully execute queries on distributed tables using special tables,
+    such as materialized view or another distributed table, if and only if they have the required privileges.
+    """
+    special_case_scenarios = [
+        select_with_table_on_materialized_view_privilege_granted_directly_or_via_role,
+        insert_with_table_on_materialized_view_privilege_granted_directly_or_via_role,
+        select_with_table_on_source_table_of_materialized_view_privilege_granted_directly_or_via_role,
+        insert_with_table_on_source_table_of_materialized_view_privilege_granted_directly_or_via_role,
+        select_with_table_on_distributed_table_privilege_granted_directly_or_via_role,
+        insert_with_table_on_distributed_table_privilege_granted_directly_or_via_role,
+    ]
+
+    for scenario in special_case_scenarios:
+        Scenario(run=scenario)
+
+@TestScenario
+def select_with_table_on_materialized_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to SELECT from a distributed table that uses a materialized view if and only if
+    they have SELECT privilege on the distributed table and the materialized view it is built on.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=select_with_table_on_source_table_of_materialized_view,
+        name="select with table on source table of materialized view, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=select_with_table_on_source_table_of_materialized_view,
+        name="select with table on source table of materialized view, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_table_on_materialized_view(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the distributed table and the materialized view seperately, check that the user is unable to select from the distributed table,
+    grant privilege on both and check the user is able to select.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    view_name = f"view_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a materialized view on a cluster"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ON CLUSTER {cluster} ENGINE = Memory() AS SELECT * FROM {table0_name}")
+        with And("I have a distributed table on the materialized view"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {view_name}, rand())")
+
+        with When("I grant select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke the select privilege on the distributed table"):
+            node.query(f"REVOKE SELECT ON {table1_name} FROM {grant_target_name}")
+        with And("I grant select privilege on the materialized view"):
+            node.query(f"GRANT SELECT ON {view_name} to {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+        with And("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_table_on_source_table_of_materialized_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to SELECT from a distributed table that uses the source table of a materialized view if and only if
+    they have SELECT privilege on the distributed table and the table it is using.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=select_with_table_on_source_table_of_materialized_view,
+        name="select with table on source table of materialized view, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=select_with_table_on_source_table_of_materialized_view,
+        name="select with table on source table of materialized view, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_table_on_source_table_of_materialized_view(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the distributed table and the source table seperately, check that the user is unable to select from the distributed table,
+    grant privilege on both and check the user is able to select.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    view_name = f"view_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a materialized view on a cluster"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ON CLUSTER {cluster} ENGINE = Memory() AS SELECT * FROM {table0_name}")
+        with And("I have a distributed table using the source table of the materialized view"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with When("I grant select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke select privilege on the distributed table"):
+            node.query(f"REVOKE SELECT ON {table1_name} FROM {grant_target_name}")
+        with And("I grant select privilege on the source table"):
+            node.query(f"GRANT SELECT ON {table0_name} to {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+        with And("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_table_on_distributed_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to SELECT from a distributed table that uses another distributed table if and only if
+    they have SELECT privilege on the distributed table, the distributed table it is using and the table that the second distributed table is using.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=select_with_table_on_distributed_table,
+        name="select with table on distributed table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=select_with_table_on_distributed_table,
+        name="select with table on distributed table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestScenario
+def select_with_table_on_distributed_table(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege seperately on the distributed table, the distributed table it is using and the table that the second distributed table is using,
+    check that user is unable to select from the distributed table, grant privilege on all three and check the user is able to select.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table on a cluster"):
+            node.query(f"CREATE TABLE {table1_name} ON CLUSTER {cluster} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+        with And("I have a distributed table on that distributed table"):
+            node.query(f"CREATE TABLE {table2_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table1_name}, rand())")
+
+        for permutation in permutations(table_count=3):
+            with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                    with Then("I attempt to select from the distributed table as the user"):
+                        node.query(f"SELECT * FROM {table2_name}", settings = [("user", f"{user_name}")],
+                            exitcode=exitcode, message=message)
+
+        with When("I grant select on all tables"):
+            with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                with Then("I attempt to select from the distributed table as the user"):
+                        node.query(f"SELECT * FROM {table2_name}", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the first distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+        with And("I drop the other distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table2_name}")
+
+@TestScenario
+def insert_with_table_on_materialized_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT into a distributed table that uses a materialized view if and only if
+    they have INSERT privilege on the distributed table and the materialized view it is built on.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=insert_with_table_on_materialized_view,
+        name="insert with table on materialized view, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=insert_with_table_on_materialized_view,
+        name="insert with table on materialized view, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_with_table_on_materialized_view(self, user_name, grant_target_name, node=None):
+    """Grant INSERT on the distributed table and the materialized view seperately, check that the user is unable to insert into the distributed table,
+    grant privilege on both and check the user is able to insert.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given(f"I have a table on cluster {cluster}"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have another table on the same cluster"):
+            table(name=table1_name, cluster=cluster)
+        with And("I have a materialized view on a cluster"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ON CLUSTER {cluster} TO {table0_name} AS SELECT * FROM {table1_name}")
+        with And("I have a distributed table on the materialized view"):
+            node.query(f"CREATE TABLE {table2_name} (a UInt64) ENGINE = Distributed({cluster}, default, {view_name}, rand())")
+
+        with When("I grant insert privilege on the distributed table"):
+            node.query(f"GRANT INSERT ON {table2_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke the insert privilege on the distributed table"):
+            node.query(f"REVOKE INSERT ON {table2_name} FROM {grant_target_name}")
+        with And("I grant insert privilege on the view"):
+            node.query(f"GRANT INSERT ON {view_name} to {grant_target_name}")
+        with Then("I attempt insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant insert privilege on the distributed table"):
+            node.query(f"GRANT INSERT ON {table2_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table2_name}")
+        with And("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def insert_with_table_on_source_table_of_materialized_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT into a distributed table that uses the source table of a materialized view if and only if
+    they have INSERT privilege on the distributed table and the table it is using.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=insert_with_table_on_source_table_of_materialized_view,
+        name="insert with table on source table of materialized view, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=insert_with_table_on_source_table_of_materialized_view,
+        name="insert with table on source table of materialized view, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_with_table_on_source_table_of_materialized_view(self, user_name, grant_target_name, node=None):
+    """Grant INSERT on the distributed table and the source table seperately, check that the user is unable to insert into the distributed table,
+    grant privilege on both and check the user is able to insert.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a materialized view on a cluster"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ON CLUSTER {cluster} ENGINE = Memory() AS SELECT * FROM {table0_name}")
+        with And("I have a distributed table on the materialized view"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with When("I grant insert privilege on the distributed table"):
+            node.query(f"GRANT INSERT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke insert privilege on the distributed table"):
+            node.query(f"REVOKE INSERT ON {table1_name} FROM {grant_target_name}")
+        with And("I grant insert privilege on the source table"):
+            node.query(f"GRANT INSERT ON {table0_name} to {grant_target_name}")
+        with Then("I attempt insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant insert privilege on the distributed table"):
+            node.query(f"GRANT INSERT ON {table1_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the distributed table as the user"):
+            node.query(f"INSERT INTO {table1_name} VALUES (8888)", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+        with And("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def insert_with_table_on_distributed_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT into a distributed table that uses another distributed table if and only if
+    they have INSERT privilege on the distributed table, the distributed table it is using and the table that the second distributed table is using.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    with Given("I have a user"):
+        user(name=user_name)
+
+    Scenario(test=insert_with_table_on_distributed_table,
+        name="insert with table on distributed table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with Given("I have a user"):
+        user(name=user_name)
+    with And("I have a role"):
+        role(name=role_name)
+    with When("I grant the role to the user"):
+        node.query(f"GRANT {role_name} TO {user_name} ON CLUSTER one_shard_cluster")
+
+    Scenario(test=insert_with_table_on_distributed_table,
+        name="insert with table on distributed table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_with_table_on_distributed_table(self, user_name, grant_target_name, node=None):
+    """Grant INSERT privilege seperately on the distributed table, the distributed table it is using and the table that the second distributed table is using,
+    check that user is unable to insert into the distributed table, grant privilege on all three and check the user is able to insert.
+    """
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table1_{getuid()}"
+
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    cluster = self.context.cluster
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table on a cluster"):
+            node.query(f"CREATE TABLE {table1_name} ON CLUSTER {cluster} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+        with And("I have a distributed table on that distributed table"):
+            node.query(f"CREATE TABLE {table2_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table1_name}, rand())")
+
+        with When("I grant insert privilege on the outer distributed table"):
+            node.query(f"GRANT INSERT ON {table2_name} TO {grant_target_name}")
+        with Then("I attempt to insert into the outer distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke the insert privilege on the outer distributed table"):
+            node.query(f"REVOKE INSERT ON {table2_name} FROM {grant_target_name}")
+        with And("I grant insert privilege on the inner distributed table"):
+            node.query(f"GRANT INSERT ON {table1_name} to {grant_target_name}")
+        with Then("I attempt insert into the outer distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I revoke the insert privilege on the inner distributed table"):
+            node.query(f"REVOKE INSERT ON {table1_name} FROM {grant_target_name}")
+        with And("I grant insert privilege on the innermost table"):
+            node.query(f"GRANT INSERT ON {table0_name} to {grant_target_name}")
+        with Then("I attempt insert into the outer distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant insert privilege on the inner distributed table"):
+            node.query(f"GRANT INSERT ON {table1_name} to {grant_target_name}")
+        with Then("I attempt insert into the outer distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+        with When("I grant insert privilege on the outer distributed table"):
+            node.query(f"GRANT INSERT ON {table2_name} to {grant_target_name}")
+        with Then("I attempt insert into the outer distributed table as the user"):
+            node.query(f"INSERT INTO {table2_name} VALUES (8888)", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the outer distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+        with And("I drop the inner distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table2_name}")
+
+@TestOutline(Scenario)
+@Examples("cluster", [
+    ("sharded_cluster12", Description("two node cluster with two shards where one shard is"
+        " on clickhouse1 and another on clickhouse2 accessed from clickhouse1")),
+    ("one_shard_cluster12", Description("two node cluster with only one shard and two replicas"
+        " where one replica is on clickhouse1 and another on clickhouse2 accessed from clickhouse1")),
+])
+@Requirements(
+    RQ_SRS_006_RBAC_Table_DistributedTable_LocalUser("1.0")
+)
+def local_user(self, cluster, node=None):
+    """Check that a user that exists locally and not present on the remote nodes
+    is able to execute queries they have privileges to.
+    """
+    user_name = f"user_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+
+    try:
+        with Given("I have a user on one node"):
+            node.query(f"CREATE USER {user_name}")
+        with And("I have a table on a cluster"):
+            table(name=table0_name, cluster=cluster)
+        with And("I have a distributed table"):
+            node.query(f"CREATE TABLE {table1_name} (a UInt64) ENGINE = Distributed({cluster}, default, {table0_name}, rand())")
+
+        with When("I grant select privilege on the distributed table"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {user_name}")
+        with And("I grant select privilege on the other table"):
+            node.query(f"GRANT SELECT ON {table0_name} TO {user_name}")
+
+        with Then("I select from the distributed table as the user"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the user"):
+            node.query(f"DROP USER IF EXISTS {user_name}")
+        with And("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Table_DistributedTable_SameUserDifferentNodesDifferentPrivileges("1.0")
+)
+def multiple_node_user(self, node=None):
+    """Check that a user that exists on multiple nodes with different privileges on each is able to execute queries
+    if and only if they have the required privileges on the node they are executing the query from.
+    """
+    user_name = f"user_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+
+    node2 = self.context.node2
+
+    try:
+        with Given("I have a user on a cluster with two nodes"):
+            node.query(f"CREATE USER {user_name} ON CLUSTER sharded_cluster12")
+        with And("I have a table on a cluster"):
+            table(name=table0_name, cluster="sharded_cluster12")
+        with And("I have a distributed table"):
+            node.query(f"CREATE TABLE {table1_name} ON CLUSTER sharded_cluster12 (a UInt64) ENGINE = Distributed(sharded_cluster12, default, {table0_name}, rand())")
+
+        with When("I grant select privilege on the distributed table on one node"):
+            node.query(f"GRANT SELECT ON {table1_name} TO {user_name}")
+        with And("I grant select privilege on the other table on one node"):
+            node.query(f"GRANT SELECT ON {table0_name} TO {user_name}")
+
+        with Then("I select from the distributed table on the node where the user has privileges"):
+            node.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")])
+
+        with And("I select from the distributed table on the node the user doesn't have privileges"):
+            node2.query(f"SELECT * FROM {table1_name}", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the user"):
+            node.query(f"DROP USER IF EXISTS {user_name}")
+        with And("I drop the distributed table"):
+            node.query(f"DROP TABLE IF EXISTS {table1_name}")
+
+@TestOutline(Feature)
+@Examples("cluster", [
+    ("cluster1", Description("one node cluster with clickhouse1 accessed from clickhouse1")),
+    ("sharded_cluster23", Description("two node cluster with two shards where one shard is"
+        " on clickhouse2 and another on clickhouse3 accessed from clickhouse1")),
+    ("sharded_cluster12", Description("two node cluster with two shards where one shard is"
+        " on clickhouse1 and another on clickhouse2 accessed from clickhouse1")),
+    ("one_shard_cluster12", Description("two node cluster with only one shard and two replicas"
+        " where one replica is on clickhouse1 and another on clickhouse2 accessed from clickhouse1")),
+])
+def cluster_tests(self, cluster, node=None):
+    """Scenarios to be run on different cluster configurations.
+    """
+    self.context.cluster = cluster
+
+    tasks = []
+    pool = Pool(3)
+
+    try:
+        for suite in loads(current_module(), Suite):
+            run_scenario(pool, tasks, Suite(test=suite))
+    finally:
+        join(tasks)
+
+
+@TestFeature
+@Name("distributed table")
+def feature(self, node="clickhouse1"):
+    """Check the RBAC functionality of queries executed using distributed tables.
+    """
+    self.context.node = self.context.cluster.node(node)
+    self.context.node2 = self.context.cluster.node("clickhouse2")
+    self.context.node3 = self.context.cluster.node("clickhouse3")
+
+    tasks = []
+    pool = Pool(5)
+
+    try:
+        run_scenario(pool, tasks, Feature(test=cluster_tests))
+        run_scenario(pool, tasks, Scenario(test=local_user))
+        run_scenario(pool, tasks, Scenario(test=multiple_node_user))
+
+    finally:
+        join(tasks)
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/feature.py b/tests/testflows/rbac/tests/privileges/feature.py
index 253724af487..81af29a70e1 100755
--- a/tests/testflows/rbac/tests/privileges/feature.py
+++ b/tests/testflows/rbac/tests/privileges/feature.py
@@ -1,7 +1,27 @@
 from testflows.core import *
 
+from rbac.helper.common import *
+
 @TestFeature
 @Name("privileges")
 def feature(self):
-    Feature(run=load("rbac.tests.privileges.insert", "feature"), flags=TE)
-    Feature(run=load("rbac.tests.privileges.select", "feature"), flags=TE)
+
+    tasks = []
+    pool = Pool(10)
+
+    try:
+        try:
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.insert", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.select", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.show_tables", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.public_tables", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.distributed_table", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.alter.alter_column", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.alter.alter_index", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.alter.alter_constraint", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.alter.alter_ttl", "feature"), flags=TE), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.privileges.alter.alter_settings", "feature"), flags=TE), {})
+        finally:
+            join(tasks)
+    finally:
+        pool.close()
diff --git a/tests/testflows/rbac/tests/privileges/insert.py b/tests/testflows/rbac/tests/privileges/insert.py
index ad0ba90c8e3..92620584c23 100755
--- a/tests/testflows/rbac/tests/privileges/insert.py
+++ b/tests/testflows/rbac/tests/privileges/insert.py
@@ -5,101 +5,50 @@ from testflows.core import *
 from testflows.asserts import error
 
 from rbac.requirements import *
-import rbac.tests.errors as errors
+from rbac.helper.common import *
+import rbac.helper.errors as errors
 
-table_types = {
-    "MergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = MergeTree(d, (a, b), 111)",
-    "ReplacingMergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = ReplacingMergeTree(d, (a, b), 111)",
-    "SummingMergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = SummingMergeTree(d, (a, b), 111)",
-    "AggregatingMergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = AggregatingMergeTree(d, (a, b), 111)",
-    "CollapsingMergeTree": "CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = CollapsingMergeTree(d, (a, b), 111, y);",
-    "VersionedCollapsingMergeTree": "CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, z UInt32, version UInt64, sign Int8, INDEX a (b * y, d) TYPE minmax GRANULARITY 3) ENGINE = VersionedCollapsingMergeTree(sign, version) ORDER BY tuple()",
-    "GraphiteMergeTree": "CREATE TABLE {name} (key UInt32, Path String, Time DateTime, d Date, a String, b UInt8, x String, y Int8, z UInt32, Value Float64, Version UInt32, col UInt64, INDEX a (key * Value, Time) TYPE minmax GRANULARITY 3) ENGINE = GraphiteMergeTree('graphite_rollup_example') ORDER BY tuple()"
-}
-
-table_requirements ={
-    "MergeTree": RQ_SRS_006_RBAC_Privileges_Insert_MergeTree("1.0"),
-    "ReplacingMergeTree": RQ_SRS_006_RBAC_Privileges_Insert_ReplacingMergeTree("1.0"),
-    "SummingMergeTree": RQ_SRS_006_RBAC_Privileges_Insert_SummingMergeTree("1.0"),
-    "AggregatingMergeTree": RQ_SRS_006_RBAC_Privileges_Insert_AggregatingMergeTree("1.0"),
-    "CollapsingMergeTree": RQ_SRS_006_RBAC_Privileges_Insert_CollapsingMergeTree("1.0"),
-    "VersionedCollapsingMergeTree": RQ_SRS_006_RBAC_Privileges_Insert_VersionedCollapsingMergeTree("1.0"),
-    "GraphiteMergeTree": RQ_SRS_006_RBAC_Privileges_Insert_GraphiteMergeTree("1.0"),
-}
-
-@contextmanager
-def table(node, name, table_type="MergeTree"):
-    try:
-        with Given(f"I have a {table_type} table"):
-            node.query(table_types[table_type].format(name=name))
-        yield
-    finally:
-        with Finally("I drop the table"):
-            node.query(f"DROP TABLE IF EXISTS {name}")
-
-@contextmanager
-def user(node, name):
-    try:
-        names = name.split(",")
-        for i in names:
-            with Given("I have a user"):
-                node.query(f"CREATE USER OR REPLACE {i}")
-        yield
-    finally:
-        for i in names:
-            with Finally("I drop the user"):
-                node.query(f"DROP USER IF EXISTS {name}")
-
-@contextmanager
-def role(node, role):
-    try:
-        roles = role.split(",")
-        for j in roles:
-            with Given("I have a role"):
-                node.query(f"CREATE ROLE OR REPLACE {j}")
-        yield
-    finally:
-        for j in roles:
-            with Finally("I drop the role"):
-                node.query(f"DROP ROLE IF EXISTS {role}")
-
-def input_output_equality_check(node, input_columns, input_data):
+def input_output_equality_check(node, input_columns, input_data, table_name):
     data_list = [x.strip("'") for x in input_data.split(",")]
-    input_dict = dict(list(zip(input_columns.split(","), data_list)))
-    output_dict = json.loads(node.query(f"select {input_columns} from merge_tree format JSONEachRow").output)
-    output_dict = {k:str(v) for (k,v) in list(output_dict.items())}
+    input_dict = dict(zip(input_columns.split(","), data_list))
+    output_dict = json.loads(node.query(f"select {input_columns} from {table_name} format JSONEachRow").output)
+    output_dict = {k:str(v) for (k,v) in output_dict.items()}
     return input_dict == output_dict
 
 @TestScenario
 def without_privilege(self, table_type, node=None):
     """Check that user without insert privilege on a table is not able to insert on that table.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name):
             with When("I run INSERT without privilege"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings = [("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings = [("user", user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_Grant("1.0"),
 )
 def user_with_privilege(self, table_type, node=None):
-    """Check that user can insert into a table on which they have insert privilege and the inserted data is correct.
+    """Check that user can insert into a table on which they have insert privilege.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"):
-            with When("I grant privilege"):
-                node.query("GRANT INSERT ON merge_tree TO user0")
+    with table(node, table_name, table_type):
+        with user(node, user_name):
+            with When("I grant insert privilege"):
+                node.query(f"GRANT INSERT ON {table_name} TO {user_name}")
             with And("I use INSERT"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user0")])
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)])
             with Then("I check the insert functioned"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
 
 @TestScenario
@@ -109,18 +58,20 @@ def user_with_privilege(self, table_type, node=None):
 def user_with_revoked_privilege(self, table_type, node=None):
     """Check that user is unable to insert into a table after insert privilege on that table has been revoked from user.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"):
-            with When("I grant privilege"):
-                node.query("GRANT INSERT ON merge_tree TO user0")
-            with And("I revoke privilege"):
-                node.query("REVOKE INSERT ON merge_tree FROM user0")
+    with table(node, table_name, table_type):
+        with user(node, user_name):
+            with When("I grant insert privilege"):
+                node.query(f"GRANT INSERT ON {table_name} TO {user_name}")
+            with And("I revoke insert privilege"):
+                node.query(f"REVOKE INSERT ON {table_name} FROM {user_name}")
             with And("I use INSERT"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')",
-                            settings=[("user","user0")], exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')",
+                    settings=[("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 def user_with_privilege_on_columns(self, table_type):
@@ -129,7 +80,7 @@ def user_with_privilege_on_columns(self, table_type):
             [tuple(list(row)+[table_type]) for row in user_column_privileges.examples]))
 
 
-@TestOutline(Scenario)
+@TestOutline
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_Column("1.0"),
 )
@@ -140,55 +91,60 @@ def user_with_privilege_on_columns(self, table_type):
     ("d,a,b", "b", "y", "d,a,b", '9', '\'2020-01-01\',\'woo\',9')
 ])
 def user_column_privileges(self, grant_columns, insert_columns_pass, data_fail, data_pass, table_type,
-                                            revoke_columns=None, insert_columns_fail=None, node=None):
-    """Check that user is able to insert on granted columns
-    and unable to insert on not granted or revoked columns.
+    revoke_columns=None, insert_columns_fail=None, node=None):
+    """Check that user is able to insert on columns where insert privilege is granted
+    and unable to insert on columns where insert privilege has not been granted or has been revoked.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name):
             with When("I grant insert privilege"):
-                node.query(f"GRANT INSERT({grant_columns}) ON merge_tree TO user0")
+                node.query(f"GRANT INSERT({grant_columns}) ON {table_name} TO {user_name}")
             if insert_columns_fail is not None:
-                with And("I insert into not granted column"):
-                    exitcode, message = errors.not_enough_privileges(name="user0")
-                    node.query(f"INSERT INTO merge_tree ({insert_columns_fail}) VALUES ({data_fail})",
-                                settings=[("user","user0")], exitcode=exitcode, message=message)
+                with And("I insert into a column without insert privilege"):
+                    exitcode, message = errors.not_enough_privileges(name=user_name)
+                    node.query(f"INSERT INTO {table_name} ({insert_columns_fail}) VALUES ({data_fail})",
+                        settings=[("user",user_name)], exitcode=exitcode, message=message)
             with And("I insert into granted column"):
-                node.query(f"INSERT INTO merge_tree ({insert_columns_pass}) VALUES ({data_pass})",
-                            settings=[("user","user0")])
+                node.query(f"INSERT INTO {table_name} ({insert_columns_pass}) VALUES ({data_pass})",
+                    settings=[("user",user_name)])
             with Then("I check the insert functioned"):
-                input_equals_output = input_output_equality_check(node, insert_columns_pass, data_pass)
+                input_equals_output = input_output_equality_check(node, insert_columns_pass, data_pass, table_name)
                 assert input_equals_output, error()
             if revoke_columns is not None:
                 with When("I revoke insert privilege from columns"):
-                    node.query(f"REVOKE INSERT({revoke_columns}) ON merge_tree FROM user0")
+                    node.query(f"REVOKE INSERT({revoke_columns}) ON {table_name} FROM {user_name}")
                 with And("I insert into revoked columns"):
-                    exitcode, message = errors.not_enough_privileges(name="user0")
-                    node.query(f"INSERT INTO merge_tree ({insert_columns_pass}) VALUES ({data_pass})",
-                                settings=[("user","user0")], exitcode=exitcode, message=message)
+                    exitcode, message = errors.not_enough_privileges(name=user_name)
+                    node.query(f"INSERT INTO {table_name} ({insert_columns_pass}) VALUES ({data_pass})",
+                        settings=[("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_Grant("1.0"),
 )
 def role_with_privilege(self, table_type, node=None):
-    """Check that user can insert into a table after it is granted a role that
+    """Check that user can insert into a table after being granted a role that
     has the insert privilege for that table.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant insert privilege to a role"):
-                node.query("GRANT INSERT ON merge_tree TO role0")
-            with And("I grant role to the user"):
-                node.query("GRANT role0 TO user0")
-            with And("I insert into a table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user0")])
-            with Then("I check that I can read inserted data"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                node.query(f"GRANT INSERT ON {table_name} TO {role_name}")
+            with And("I grant the role to a user"):
+                node.query(f"GRANT {role_name} TO {user_name}")
+            with And("I insert into the table"):
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)])
+            with Then("I check the data matches the input"):
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
 
 @TestScenario
@@ -200,41 +156,46 @@ def role_with_revoked_privilege(self, table_type, node=None):
     is unable to insert into that table after insert privilege
     has been revoked from the role.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant privilege to a role"):
-                node.query("GRANT INSERT ON merge_tree TO role0")
+                node.query(f"GRANT INSERT ON {table_name} TO {role_name}")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user_name}")
             with And("I revoke privilege from the role"):
-                node.query("REVOKE INSERT ON merge_tree FROM role0")
+                node.query(f"REVOKE INSERT ON {table_name} FROM {role_name}")
             with And("I insert into the table"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')",
-                            settings=[("user","user0")], exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')",
+                    settings=[("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 def user_with_revoked_role(self, table_type, node=None):
     """Check that user with a role that has insert privilege on a table
-    is unable to insert into that table after the role with insert
-    privilege has been revoked from the user.
+    is unable to insert into that table after the role has been revoked from the user.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant privilege to a role"):
-                node.query("GRANT INSERT ON merge_tree TO role0")
+                node.query(f"GRANT INSERT ON {table_name} TO {role_name}")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user_name}")
             with And("I revoke the role from the user"):
-                node.query("REVOKE role0 FROM user0")
+                node.query(f"REVOKE {role_name} FROM {user_name}")
             with And("I insert into the table"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')",
-                            settings=[("user","user0")], exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')",
+                    settings=[("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 def role_with_privilege_on_columns(self, table_type):
@@ -242,7 +203,7 @@ def role_with_privilege_on_columns(self, table_type):
         examples=Examples("grant_columns revoke_columns insert_columns_fail insert_columns_pass data_fail data_pass table_type",
             [tuple(list(row)+[table_type]) for row in role_column_privileges.examples]))
 
-@TestOutline(Scenario)
+@TestOutline
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_Column("1.0"),
 )
@@ -253,94 +214,154 @@ def role_with_privilege_on_columns(self, table_type):
     ("d,a,b", "b", "y", "d,a,b", '9', '\'2020-01-01\',\'woo\',9')
 ])
 def role_column_privileges(self, grant_columns, insert_columns_pass, data_fail, data_pass,
-                            table_type, revoke_columns=None, insert_columns_fail=None, node=None):
-    """Check that user with a role is able to insert on granted columns and unable
-    to insert on not granted or revoked columns.
+    table_type, revoke_columns=None, insert_columns_fail=None, node=None):
+    """Check that user with a role is able to insert on columns where insert privilege is granted to the role
+    and unable to insert on columns where insert privilege has not been granted or has been revoked from the role.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
                 with When("I grant insert privilege"):
-                    node.query(f"GRANT INSERT({grant_columns}) ON merge_tree TO role0")
+                    node.query(f"GRANT INSERT({grant_columns}) ON {table_name} TO {role_name}")
                 with And("I grant the role to a user"):
-                    node.query("GRANT role0 TO user0")
+                    node.query(f"GRANT {role_name} TO {user_name}")
                 if insert_columns_fail is not None:
-                    with And("I insert into not granted column"):
-                        exitcode, message = errors.not_enough_privileges(name="user0")
-                        node.query(f"INSERT INTO merge_tree ({insert_columns_fail}) VALUES ({data_fail})",
-                                    settings=[("user","user0")], exitcode=exitcode, message=message)
+                    with And("I insert into columns without insert privilege"):
+                        exitcode, message = errors.not_enough_privileges(name=user_name)
+                        node.query(f"INSERT INTO {table_name} ({insert_columns_fail}) VALUES ({data_fail})",
+                            settings=[("user",user_name)], exitcode=exitcode, message=message)
                 with And("I insert into granted column"):
-                    node.query(f"INSERT INTO merge_tree ({insert_columns_pass}) VALUES ({data_pass})",
-                                settings=[("user","user0")])
+                    node.query(f"INSERT INTO {table_name} ({insert_columns_pass}) VALUES ({data_pass})",
+                            settings=[("user",user_name)])
                 with Then("I check the insert functioned"):
-                    input_equals_output = input_output_equality_check(node, insert_columns_pass, data_pass)
+                    input_equals_output = input_output_equality_check(node, insert_columns_pass, data_pass, table_name)
                     assert input_equals_output, error()
                 if revoke_columns is not None:
                     with When("I revoke insert privilege from columns"):
-                        node.query(f"REVOKE INSERT({revoke_columns}) ON merge_tree FROM role0")
+                        node.query(f"REVOKE INSERT({revoke_columns}) ON {table_name} FROM {role_name}")
                     with And("I insert into revoked columns"):
-                        exitcode, message = errors.not_enough_privileges(name="user0")
-                        node.query(f"INSERT INTO merge_tree ({insert_columns_pass}) VALUES ({data_pass})",
-                                    settings=[("user","user0")], exitcode=exitcode, message=message)
+                        exitcode, message = errors.not_enough_privileges(name=user_name)
+                        node.query(f"INSERT INTO {table_name} ({insert_columns_pass}) VALUES ({data_pass})",
+                            settings=[("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_Cluster("1.0"),
 )
 def user_with_privilege_on_cluster(self, table_type, node=None):
-    """Check that user is able to insert on a table with
-    privilege granted on a cluster.
+    """Check that user is able or unable to insert into a table
+    depending whether insert privilege is granted or revoked on a cluster.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         try:
             with Given("I have a user on a cluster"):
-                node.query("CREATE USER OR REPLACE user0 ON CLUSTER sharded_cluster")
+                node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
             with When("I grant insert privilege on a cluster without the node with the table"):
-                node.query("GRANT ON CLUSTER cluster23 INSERT ON merge_tree TO user0")
+                node.query(f"GRANT ON CLUSTER sharded_cluster23 INSERT ON {table_name} TO {user_name}")
             with And("I insert into the table expecting a fail"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
             with And("I grant insert privilege on cluster including all nodes"):
-                node.query("GRANT ON CLUSTER sharded_cluster INSERT ON merge_tree TO user0")
-            with And("I revoke insert privilege on cluster without the table node"):
-                node.query("REVOKE ON CLUSTER cluster23 INSERT ON merge_tree FROM user0")
+                node.query(f"GRANT ON CLUSTER sharded_cluster INSERT ON {table_name} TO {user_name}")
+            with And("I revoke insert privilege on cluster without the node with the table"):
+                node.query(f"REVOKE ON CLUSTER sharded_cluster23 INSERT ON {table_name} FROM {user_name}")
             with And("I insert into the table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user0")])
-            with Then("I check that I can read inserted data"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)])
+            with And("I check that I can read inserted data"):
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
+            with And("I revoke insert privilege on cluster with all nodes"):
+                node.query(f"REVOKE ON CLUSTER sharded_cluster INSERT ON {table_name} FROM {user_name}")
+            with Then("I insert into table expecting fail"):
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
         finally:
             with Finally("I drop the user"):
-                node.query("DROP USER user0 ON CLUSTER sharded_cluster")
+                node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Privileges_Insert_Cluster("1.0"),
+)
+def role_with_privilege_on_cluster(self, table_type, node=None):
+    """Check that user with role is able to insert into a table
+    depending whether insert privilege granted or revoked from the role on the cluster.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
+    if node is None:
+        node = self.context.node
+    with table(node, table_name, table_type):
+        try:
+            with Given("I have a user on a cluster"):
+                node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
+            with And("I have a role on a cluster"):
+                node.query(f"CREATE ROLE OR REPLACE {role_name} ON CLUSTER sharded_cluster")
+            with When("I grant the role to the user"):
+                node.query(f"GRANT {role_name} TO {user_name}")
+            with And("I grant insert privilege on a cluster without the node with the table"):
+                node.query(f"GRANT ON CLUSTER sharded_cluster23 INSERT ON {table_name} TO {role_name}")
+            with And("I insert into the table expecting a fail"):
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
+            with And("I grant insert privilege on cluster including all nodes"):
+                node.query(f"GRANT ON CLUSTER sharded_cluster INSERT ON {table_name} TO {role_name}")
+            with And("I revoke insert privilege on cluster without the table node"):
+                node.query(f"REVOKE ON CLUSTER sharded_cluster23 INSERT ON {table_name} FROM {role_name}")
+            with And("I insert into the table"):
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)])
+            with And("I check that I can read inserted data"):
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
+                assert output == '{"d":"2020-01-01"}', error()
+            with And("I revoke insert privilege on cluster with all nodes"):
+                node.query(f"REVOKE ON CLUSTER sharded_cluster INSERT ON {table_name} FROM {role_name}")
+            with Then("I insert into table expecting fail"):
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
+        finally:
+            with Finally("I drop the user"):
+                node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Grant("1.0"),
 )
 def user_with_privilege_from_user_with_grant_option(self, table_type, node=None):
-    """Check that user is able to insert on a table when granted privilege
+    """Check that user is able to insert into a table when granted privilege
     from another user with grant option.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0,user1"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user0 WITH GRANT OPTION")
-            with And("I grant privilege on a column I dont have permission on"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("GRANT INSERT(b) ON merge_tree TO user1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user0_name} WITH GRANT OPTION")
+            with And("I grant privilege on a column I don't have permission on"):
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"GRANT INSERT(b) ON {table_name} TO {user1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
             with And("I grant privilege to another user via grant option"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user1", settings=[("user","user0")])
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user1_name}", settings=[("user",user0_name)])
             with And("I insert into a table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user1")])
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user1_name)])
             with Then("I check that I can read inserted data"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
 
 @TestScenario
@@ -348,27 +369,31 @@ def user_with_privilege_from_user_with_grant_option(self, table_type, node=None)
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Grant("1.0"),
 )
 def role_with_privilege_from_user_with_grant_option(self, table_type, node=None):
-    """Check that user is able to insert on a table when granted a role with
+    """Check that user is able to insert into a table when granted a role with
     insert privilege that was granted by another user with grant option.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0,user1"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"), role(node, role_name):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user0 WITH GRANT OPTION")
-            with And("I grant privilege on a column I dont have permission on"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("GRANT INSERT(b) ON merge_tree TO role0", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user0_name} WITH GRANT OPTION")
+            with And("I grant privilege on a column I don't have permission on"):
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"GRANT INSERT(b) ON {table_name} TO {role_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
             with And("I grant privilege to a role via grant option"):
-                node.query("GRANT INSERT(d) ON merge_tree TO role0", settings=[("user","user0")])
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {role_name}", settings=[("user",user0_name)])
             with And("I grant the role to another user"):
-                node.query("GRANT role0 TO user1")
+                node.query(f"GRANT {role_name} TO {user1_name}")
             with And("I insert into a table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user1")])
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user1_name)])
             with Then("I check that I can read inserted data"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
 
 @TestScenario
@@ -376,26 +401,30 @@ def role_with_privilege_from_user_with_grant_option(self, table_type, node=None)
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Grant("1.0"),
 )
 def user_with_privilege_from_role_with_grant_option(self, table_type, node=None):
-    """Check that user is able to insert on a table when granted privilege from a role with grant option
+    """Check that user is able to insert into a table when granted privilege from a role with grant option.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0,user1"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"), role(node, role_name):
             with When("I grant privilege with grant option to a role"):
-                node.query("GRANT INSERT(d) ON merge_tree TO role0 WITH GRANT OPTION")
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {role_name} WITH GRANT OPTION")
             with When("I grant role to a user"):
-                node.query("GRANT role0 TO user0")
-            with And("I grant privilege on a column I dont have permission on"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("GRANT INSERT(b) ON merge_tree TO user1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                node.query(f"GRANT {role_name} TO {user0_name}")
+            with And("I grant privilege on a column I don't have permission on"):
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"GRANT INSERT(b) ON {table_name} TO {user1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
             with And("I grant privilege to a user via grant option"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user1", settings=[("user","user0")])
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user1_name}", settings=[("user",user0_name)])
             with And("I insert into a table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user1")])
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user1_name)])
             with Then("I check that I can read inserted data"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
 
 @TestScenario
@@ -403,29 +432,34 @@ def user_with_privilege_from_role_with_grant_option(self, table_type, node=None)
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Grant("1.0"),
 )
 def role_with_privilege_from_role_with_grant_option(self, table_type, node=None):
-    """Check that a user is able to insert on a table with a role that was granted privilege
-    by another role with grant option
+    """Check that a user is able to insert into a table with a role that was granted privilege
+    by another role with grant option.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0,user1"), role(node, "role0,role1"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"), role(node, f"{role0_name},{role1_name}"):
             with When("I grant privilege with grant option to role"):
-                node.query("GRANT INSERT(d) ON merge_tree TO role0 WITH GRANT OPTION")
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {role0_name} WITH GRANT OPTION")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
-            with And("I grant privilege on a column I dont have permission on"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("GRANT INSERT(b) ON merge_tree TO role1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                node.query(f"GRANT {role0_name} TO {user0_name}")
+            with And("I grant privilege on a column I don't have permission on"):
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"GRANT INSERT(b) ON {table_name} TO {role1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
             with And("I grant privilege to another role via grant option"):
-                node.query("GRANT INSERT(d) ON merge_tree TO role1", settings=[("user","user0")])
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {role1_name}", settings=[("user",user0_name)])
             with And("I grant the second role to another user"):
-                node.query("GRANT role1 TO user1")
+                node.query(f"GRANT {role1_name} TO {user1_name}")
             with And("I insert into a table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')", settings=[("user","user1")])
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')", settings=[("user",user1_name)])
             with Then("I check that I can read inserted data"):
-                output = node.query("SELECT d FROM merge_tree FORMAT JSONEachRow").output
+                output = node.query(f"SELECT d FROM {table_name} FORMAT JSONEachRow").output
                 assert output == '{"d":"2020-01-01"}', error()
 
 @TestScenario
@@ -433,106 +467,122 @@ def role_with_privilege_from_role_with_grant_option(self, table_type, node=None)
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Revoke("1.0"),
 )
 def revoke_privilege_from_user_via_user_with_grant_option(self, table_type, node=None):
-    """Check that user is unable to revoke a column they don't have access to from a user.
+    """Check that user is unable to revoke insert privilege from another user
+    on a column they the original user doesn't have access to.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0,user1"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user0_name} WITH GRANT OPTION")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE INSERT(b) ON merge_tree FROM user1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"REVOKE INSERT(b) ON {table_name} FROM {user1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Revoke("1.0"),
 )
 def revoke_privilege_from_role_via_user_with_grant_option(self, table_type, node=None):
-    """Check that user is unable to revoke a column they dont have acces to from a role.
+    """Check that user is unable to revoke insert privilege from a role
+    on a column the original user doesn't have access to.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user_name} WITH GRANT OPTION")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE INSERT(b) ON merge_tree FROM role0", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"REVOKE INSERT(b) ON {table_name} FROM {role_name}", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Revoke("1.0"),
 )
 def revoke_privilege_from_user_via_role_with_grant_option(self, table_type, node=None):
-    """Check that user with a role is unable to revoke a column they dont have acces to from a user.
+    """Check that user with a role is unable to revoke insert privilege from a user
+    on a column the original user doesn't have access to.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0,user1"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"), role(node, role_name):
             with When("I grant privilege with grant option to a role"):
-                node.query("GRANT INSERT(d) ON merge_tree TO role0 WITH GRANT OPTION")
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {role_name} WITH GRANT OPTION")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user0_name}")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE INSERT(b) ON merge_tree FROM user1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"REVOKE INSERT(b) ON {table_name} FROM {user1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert_GrantOption_Revoke("1.0"),
 )
 def revoke_privilege_from_role_via_role_with_grant_option(self, table_type, node=None):
-    """Check that user with a role is unable to revoke a column they dont have acces to from a role.
+    """Check that user with a role is unable to revoke insert privilege from a role
+    on a column the original user doesn't have access to.
     """
+    user_name = f"user_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0,role1"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, f"{role0_name},{role1_name}"):
             with When("I grant privilege with grant option to a role"):
-                node.query("GRANT INSERT(d) ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT INSERT(d) ON {table_name} TO {user_name} WITH GRANT OPTION")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role0_name} TO {user_name}")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE INSERT(b) ON merge_tree FROM role1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"REVOKE INSERT(b) ON {table_name} FROM {role1_name}", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestOutline(Feature)
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Insert("1.0"),
+    RQ_SRS_006_RBAC_Privileges_Insert_TableEngines("1.0")
 )
 @Examples("table_type", [
-    (table_type, Requirements(requirement)) for table_type, requirement in list(table_requirements.items())
+    (key,) for key in table_types.keys()
 ])
+@Flags(TE)
 @Name("insert")
-def feature(self, table_type, node="clickhouse1"):
+def feature(self, table_type, parallel=None, stress=None, node="clickhouse1"):
     self.context.node = self.context.cluster.node(node)
 
     self.context.node1 = self.context.cluster.node("clickhouse1")
     self.context.node2 = self.context.cluster.node("clickhouse2")
     self.context.node3 = self.context.cluster.node("clickhouse3")
 
-    Scenario(test=without_privilege)(table_type=table_type)
-    Scenario(test=user_with_privilege)(table_type=table_type)
-    Scenario(test=user_with_revoked_privilege)(table_type=table_type)
-    Scenario(test=user_with_privilege_on_columns)(table_type=table_type)
-    Scenario(test=role_with_privilege)(table_type=table_type)
-    Scenario(test=role_with_revoked_privilege)(table_type=table_type)
-    Scenario(test=user_with_revoked_role)(table_type=table_type)
-    Scenario(test=role_with_privilege_on_columns)(table_type=table_type)
-    Scenario(test=user_with_privilege_on_cluster)(table_type=table_type)
-    Scenario(test=user_with_privilege_from_user_with_grant_option)(table_type=table_type)
-    Scenario(test=role_with_privilege_from_user_with_grant_option)(table_type=table_type)
-    Scenario(test=user_with_privilege_from_role_with_grant_option)(table_type=table_type)
-    Scenario(test=role_with_privilege_from_role_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_user_via_user_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_role_via_user_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_user_via_role_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_role_via_role_with_grant_option)(table_type=table_type)
\ No newline at end of file
+    if stress is not None:
+        self.context.stress = stress
+    if parallel is not None:
+        self.context.stress = parallel
+
+    tasks = []
+    pool = Pool(3)
+
+    try:
+        for scenario in loads(current_module(), Scenario):
+            run_scenario(pool, tasks, scenario, {"table_type" : table_type})
+    finally:
+        join(tasks)
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/public_tables.py b/tests/testflows/rbac/tests/privileges/public_tables.py
new file mode 100755
index 00000000000..489c4d21778
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/public_tables.py
@@ -0,0 +1,38 @@
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Table_PublicTables("1.0"),
+)
+def public_tables(self, node=None):
+    """Check that a user with no privilege is able to select from public tables.
+    """
+    user_name = f"user_{getuid()}"
+    if node is None:
+        node = self.context.node
+
+    with user(node, f"{user_name}"):
+        with Then("I check the user is able to select on system.one"):
+            node.query("SELECT count(*) FROM system.one", settings = [("user",user_name)])
+
+        with And("I check the user is able to select on system.numbers"):
+            node.query("SELECT * FROM system.numbers LIMIT 1", settings = [("user",user_name)])
+
+        with And("I check the user is able to select on system.contributors"):
+            node.query("SELECT count(*) FROM system.contributors", settings = [("user",user_name)])
+
+        with And("I check the user is able to select on system.functions"):
+            node.query("SELECT count(*) FROM system.functions", settings = [("user",user_name)])
+
+@TestFeature
+@Name("public tables")
+def feature(self, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    Scenario(run=public_tables, flags=TE)
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/select.py b/tests/testflows/rbac/tests/privileges/select.py
old mode 100644
new mode 100755
index a2d3092f1c3..485fe97a8a3
--- a/tests/testflows/rbac/tests/privileges/select.py
+++ b/tests/testflows/rbac/tests/privileges/select.py
@@ -5,69 +5,22 @@ from testflows.core import *
 from testflows.asserts import error
 
 from rbac.requirements import *
-import rbac.tests.errors as errors
-
-table_types = {
-    "MergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = MergeTree(d, (a, b), 111)",
-    "ReplacingMergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = ReplacingMergeTree(d, (a, b), 111)",
-    "SummingMergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = SummingMergeTree(d, (a, b), 111)",
-    "AggregatingMergeTree": "CREATE TABLE {name} (d DATE, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = AggregatingMergeTree(d, (a, b), 111)",
-    "CollapsingMergeTree": "CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, z UInt32) ENGINE = CollapsingMergeTree(d, (a, b), 111, y);",
-    "VersionedCollapsingMergeTree": "CREATE TABLE {name} (d Date, a String, b UInt8, x String, y Int8, z UInt32, version UInt64, sign Int8, INDEX a (b * y, d) TYPE minmax GRANULARITY 3) ENGINE = VersionedCollapsingMergeTree(sign, version) ORDER BY tuple()",
-    "GraphiteMergeTree": "CREATE TABLE {name} (key UInt32, Path String, Time DateTime, d Date, a String, b UInt8, x String, y Int8, z UInt32, Value Float64, Version UInt32, col UInt64, INDEX a (key * Value, Time) TYPE minmax GRANULARITY 3) ENGINE = GraphiteMergeTree('graphite_rollup_example') ORDER BY tuple()"
-}
-
-table_requirements ={
-    "MergeTree": RQ_SRS_006_RBAC_Privileges_Select_MergeTree("1.0"),
-    "ReplacingMergeTree": RQ_SRS_006_RBAC_Privileges_Select_ReplacingMergeTree("1.0"),
-    "SummingMergeTree": RQ_SRS_006_RBAC_Privileges_Select_SummingMergeTree("1.0"),
-    "AggregatingMergeTree": RQ_SRS_006_RBAC_Privileges_Select_AggregatingMergeTree("1.0"),
-    "CollapsingMergeTree": RQ_SRS_006_RBAC_Privileges_Select_CollapsingMergeTree("1.0"),
-    "VersionedCollapsingMergeTree": RQ_SRS_006_RBAC_Privileges_Select_VersionedCollapsingMergeTree("1.0"),
-    "GraphiteMergeTree": RQ_SRS_006_RBAC_Privileges_Select_GraphiteMergeTree("1.0"),
-}
-
-@contextmanager
-def table(node, name, table_type="MergeTree"):
-    try:
-        with Given(f"I have a {table_type} table"):
-            node.query(table_types[table_type].format(name=name))
-        yield
-    finally:
-        with Finally("I drop the table"):
-            node.query(f"DROP TABLE IF EXISTS {name}")
-
-@contextmanager
-def user(node, name):
-    try:
-        with Given("I have a user"):
-            node.query(f"CREATE USER OR REPLACE {name}")
-        yield
-    finally:
-        with Finally("I drop the user"):
-            node.query(f"DROP USER IF EXISTS {name}")
-
-@contextmanager
-def role(node, role):
-    try:
-        with Given("I have a role"):
-            node.query(f"CREATE ROLE OR REPLACE {role}")
-        yield
-    finally:
-        with Finally("I drop the role"):
-            node.query(f"DROP ROLE IF EXISTS {role}")
+from rbac.helper.common import *
+import rbac.helper.errors as errors
 
 @TestScenario
 def without_privilege(self, table_type, node=None):
     """Check that user without select privilege on a table is not able to select on that table.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name):
             with When("I run SELECT without privilege"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("SELECT * FROM merge_tree", settings = [("user","user0")],
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"SELECT * FROM {table_name}", settings = [("user",user_name)],
                             exitcode=exitcode, message=message)
 
 @TestScenario
@@ -77,19 +30,19 @@ def without_privilege(self, table_type, node=None):
 def user_with_privilege(self, table_type, node=None):
     """Check that user can select from a table on which they have select privilege.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("I have some data inserted into table"):
-            node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
-        with user(node, "user88"):
-            pass
-        with user(node, "user0"):
+            node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
+        with user(node, user_name):
             with When("I grant privilege"):
-                node.query("GRANT SELECT ON merge_tree TO user0")
+                node.query(f"GRANT SELECT ON {table_name} TO {user_name}")
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user0")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
 
 @TestScenario
@@ -100,26 +53,28 @@ def user_with_revoked_privilege(self, table_type, node=None):
     """Check that user is unable to select from a table after select privilege
     on that table has been revoked from the user.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name):
             with When("I grant privilege"):
-                node.query("GRANT SELECT ON merge_tree TO user0")
+                node.query(f"GRANT SELECT ON {table_name} TO {user_name}")
             with And("I revoke privilege"):
-                node.query("REVOKE SELECT ON merge_tree FROM user0")
+                node.query(f"REVOKE SELECT ON {table_name} FROM {user_name}")
             with And("I use SELECT, throws exception"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("SELECT * FROM merge_tree", settings = [("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"SELECT * FROM {table_name}", settings = [("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 def user_with_privilege_on_columns(self, table_type):
     Scenario(run=user_column_privileges,
-             examples=Examples("grant_columns revoke_columns select_columns_fail select_columns_pass data_pass table_type",
-                               [tuple(list(row)+[table_type]) for row in user_column_privileges.examples]))
+        examples=Examples("grant_columns revoke_columns select_columns_fail select_columns_pass data_pass table_type",
+            [tuple(list(row)+[table_type]) for row in user_column_privileges.examples]))
 
-@TestOutline(Scenario)
+@TestOutline
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Select_Column("1.0"),
 )
@@ -133,28 +88,30 @@ def user_column_privileges(self, grant_columns, select_columns_pass, data_pass,
     """Check that user is able to select on granted columns
     and unable to select on not granted or revoked columns.
     """
+    user_name = f"user_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type), user(node, "user0"):
+    with table(node, table_name, table_type), user(node, user_name):
         with Given("The table has some data on some columns"):
-            node.query(f"INSERT INTO merge_tree ({select_columns_pass}) VALUES ({data_pass})")
+            node.query(f"INSERT INTO {table_name} ({select_columns_pass}) VALUES ({data_pass})")
         with When("I grant select privilege"):
-            node.query(f"GRANT SELECT({grant_columns}) ON merge_tree TO user0")
+            node.query(f"GRANT SELECT({grant_columns}) ON {table_name} TO {user_name}")
         if select_columns_fail is not None:
             with And("I select from not granted column"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query(f"SELECT ({select_columns_fail}) FROM merge_tree",
-                            settings = [("user","user0")], exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"SELECT ({select_columns_fail}) FROM {table_name}",
+                    settings = [("user",user_name)], exitcode=exitcode, message=message)
         with Then("I select from granted column, verify correct result"):
-            user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user0")])
-            default = node.query("SELECT d FROM merge_tree")
+            user_select = node.query(f"SELECT ({select_columns_pass}) FROM {table_name}", settings = [("user",user_name)])
+            default = node.query(f"SELECT ({select_columns_pass}) FROM {table_name}")
             assert user_select.output == default.output
         if revoke_columns is not None:
             with When("I revoke select privilege for columns from user"):
-                node.query(f"REVOKE SELECT({revoke_columns}) ON merge_tree FROM user0")
+                node.query(f"REVOKE SELECT({revoke_columns}) ON {table_name} FROM {user_name}")
             with And("I select from revoked columns"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query(f"SELECT ({select_columns_pass}) FROM merge_tree", settings = [("user","user0")], exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"SELECT ({select_columns_pass}) FROM {table_name}", settings = [("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
@@ -164,20 +121,23 @@ def role_with_privilege(self, table_type, node=None):
     """Check that user can select from a table after it is granted a role that
     has the select privilege for that table.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("I have some data inserted into table"):
-            node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
-        with user(node, "user0"):
-            with role(node, "role0"):
+            node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
+        with user(node, user_name):
+            with role(node, role_name):
                 with When("I grant select privilege to a role"):
-                    node.query("GRANT SELECT ON merge_tree TO role0")
+                    node.query(f"GRANT SELECT ON {table_name} TO {role_name}")
                 with And("I grant role to the user"):
-                    node.query("GRANT role0 TO user0")
+                    node.query(f"GRANT {role_name} TO {user_name}")
                 with Then("I verify SELECT command"):
-                    user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user0")])
-                    default = node.query("SELECT d FROM merge_tree")
+                    user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user_name)])
+                    default = node.query(f"SELECT d FROM {table_name}")
                     assert user_select.output == default.output, error()
 
 @TestScenario
@@ -188,48 +148,54 @@ def role_with_revoked_privilege(self, table_type, node=None):
     """Check that user with a role that has select privilege on a table is unable
     to select from that table after select privilege has been revoked from the role.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant privilege to a role"):
-                node.query("GRANT SELECT ON merge_tree TO role0")
+                node.query(f"GRANT SELECT ON {table_name} TO {role_name}")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user_name}")
             with And("I revoke privilege from the role"):
-                node.query("REVOKE SELECT ON merge_tree FROM role0")
+                node.query(f"REVOKE SELECT ON {table_name} FROM {role_name}")
             with And("I select from the table"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("SELECT * FROM merge_tree", settings = [("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"SELECT * FROM {table_name}", settings = [("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 def user_with_revoked_role(self, table_type, node=None):
-    """Check that user with a role that has select privilege on a table is unable to 
+    """Check that user with a role that has select privilege on a table is unable to
     select from that table after the role with select privilege has been revoked from the user.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant privilege to a role"):
-                node.query("GRANT SELECT ON merge_tree TO role0")
+                node.query(f"GRANT SELECT ON {table_name} TO {role_name}")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user_name}")
             with And("I revoke the role from the user"):
-                node.query("REVOKE role0 FROM user0")
+                node.query(f"REVOKE {role_name} FROM {user_name}")
             with And("I select from the table"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("SELECT * FROM merge_tree", settings = [("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"SELECT * FROM {table_name}", settings = [("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 def role_with_privilege_on_columns(self, table_type):
     Scenario(run=role_column_privileges,
-             examples=Examples("grant_columns revoke_columns select_columns_fail select_columns_pass data_pass table_type",
-                               [tuple(list(row)+[table_type]) for row in role_column_privileges.examples]))
+        examples=Examples("grant_columns revoke_columns select_columns_fail select_columns_pass data_pass table_type",
+            [tuple(list(row)+[table_type]) for row in role_column_privileges.examples]))
 
-@TestOutline(Scenario)
+@TestOutline
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Select_Column("1.0"),
 )
@@ -243,32 +209,35 @@ def role_column_privileges(self, grant_columns, select_columns_pass, data_pass,
     """Check that user is able to select from granted columns and unable
     to select from not granted or revoked columns.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("The table has some data on some columns"):
-            node.query(f"INSERT INTO merge_tree ({select_columns_pass}) VALUES ({data_pass})")
-        with user(node, "user0"), role(node, "role0"):
+            node.query(f"INSERT INTO {table_name} ({select_columns_pass}) VALUES ({data_pass})")
+        with user(node, user_name), role(node, role_name):
             with When("I grant select privilege"):
-                node.query(f"GRANT SELECT({grant_columns}) ON merge_tree TO role0")
+                node.query(f"GRANT SELECT({grant_columns}) ON {table_name} TO {role_name}")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user_name}")
             if select_columns_fail is not None:
                 with And("I select from not granted column"):
-                    exitcode, message = errors.not_enough_privileges(name="user0")
-                    node.query(f"SELECT ({select_columns_fail}) FROM merge_tree",
-                                settings = [("user","user0")], exitcode=exitcode, message=message)
+                    exitcode, message = errors.not_enough_privileges(name=user_name)
+                    node.query(f"SELECT ({select_columns_fail}) FROM {table_name}",
+                        settings = [("user",user_name)], exitcode=exitcode, message=message)
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user0")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
             if revoke_columns is not None:
                 with When("I revoke select privilege for columns from role"):
-                    node.query(f"REVOKE SELECT({revoke_columns}) ON merge_tree FROM role0")
+                    node.query(f"REVOKE SELECT({revoke_columns}) ON {table_name} FROM {role_name}")
                 with And("I select from revoked columns"):
-                    exitcode, message = errors.not_enough_privileges(name="user0")
-                    node.query(f"SELECT ({select_columns_pass}) FROM merge_tree",
-                                settings = [("user","user0")], exitcode=exitcode, message=message)
+                    exitcode, message = errors.not_enough_privileges(name=user_name)
+                    node.query(f"SELECT ({select_columns_pass}) FROM {table_name}",
+                        settings = [("user",user_name)], exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
@@ -278,23 +247,26 @@ def user_with_privilege_on_cluster(self, table_type, node=None):
     """Check that user is able to select from a table with
     privilege granted on a cluster.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         try:
             with Given("I have some data inserted into table"):
-                node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
+                node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
             with Given("I have a user on a cluster"):
-                node.query("CREATE USER OR REPLACE user0 ON CLUSTER sharded_cluster")
+                node.query(f"CREATE USER OR REPLACE {user_name} ON CLUSTER sharded_cluster")
             with When("I grant select privilege on a cluster"):
-                node.query("GRANT ON CLUSTER sharded_cluster SELECT ON merge_tree TO user0")
+                node.query(f"GRANT ON CLUSTER sharded_cluster SELECT ON {table_name} TO {user_name}")
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user0")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
         finally:
             with Finally("I drop the user"):
-                node.query("DROP USER user0 ON CLUSTER sharded_cluster")
+                node.query(f"DROP USER {user_name} ON CLUSTER sharded_cluster")
 
 @TestScenario
 @Requirements(
@@ -304,19 +276,22 @@ def user_with_privilege_from_user_with_grant_option(self, table_type, node=None)
     """Check that user is able to select from a table when granted privilege
     from another user with grant option.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("I have some data inserted into table"):
-            node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
-        with user(node, "user0"), user(node, "user1"):
+            node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
+        with user(node, f"{user0_name},{user1_name}"):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT SELECT ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT ON {table_name} TO {user0_name} WITH GRANT OPTION")
             with And("I grant privilege to another user via grant option"):
-                node.query("GRANT SELECT ON merge_tree TO user1", settings = [("user","user0")])
+                node.query(f"GRANT SELECT ON {table_name} TO {user1_name}", settings = [("user",user0_name)])
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user1")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user1_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
 
 @TestScenario
@@ -327,21 +302,25 @@ def role_with_privilege_from_user_with_grant_option(self, table_type, node=None)
     """Check that user is able to select from a table when granted a role with
     select privilege that was granted by another user with grant option.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("I have some data inserted into table"):
-            node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
-        with user(node, "user0"), user(node, "user1"), role(node, "role0"):
+            node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
+        with user(node, f"{user0_name},{user1_name}"), role(node, role_name):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT SELECT ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT ON {table_name} TO {user0_name} WITH GRANT OPTION")
             with And("I grant privilege to a role via grant option"):
-                node.query("GRANT SELECT ON merge_tree TO role0", settings = [("user","user0")])
+                node.query(f"GRANT SELECT ON {table_name} TO {role_name}", settings = [("user",user0_name)])
             with And("I grant the role to another user"):
-                node.query("GRANT role0 TO user1")
+                node.query(f"GRANT {role_name} TO {user1_name}")
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user1")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user1_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
 
 @TestScenario
@@ -352,21 +331,25 @@ def user_with_privilege_from_role_with_grant_option(self, table_type, node=None)
     """Check that user is able to select from a table when granted privilege from
     a role with grant option
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("I have some data inserted into table"):
-            node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
-        with user(node, "user0"), user(node, "user1"), role(node, "role0"):
+            node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
+        with user(node, f"{user0_name},{user1_name}"), role(node, role_name):
             with When("I grant privilege with grant option to a role"):
-                node.query("GRANT SELECT ON merge_tree TO role0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT ON {table_name} TO {role_name} WITH GRANT OPTION")
             with When("I grant role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user0_name}")
             with And("I grant privilege to a user via grant option"):
-                node.query("GRANT SELECT ON merge_tree TO user1", settings = [("user","user0")])
+                node.query(f"GRANT SELECT ON {table_name} TO {user1_name}", settings = [("user",user0_name)])
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user1")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user1_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
 
 @TestScenario
@@ -377,23 +360,28 @@ def role_with_privilege_from_role_with_grant_option(self, table_type, node=None)
     """Check that a user is able to select from a table with a role that was
     granted privilege by another role with grant option
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
+    with table(node, table_name, table_type):
         with Given("I have some data inserted into table"):
-            node.query("INSERT INTO merge_tree (d) VALUES ('2020-01-01')")
-        with user(node, "user0"), user(node, "user1"), role(node, "role0"), role(node, "role1"):
+            node.query(f"INSERT INTO {table_name} (d) VALUES ('2020-01-01')")
+        with user(node, f"{user0_name},{user1_name}"), role(node, f"{role0_name},{role1_name}"):
             with When("I grant privilege with grant option to role"):
-                node.query("GRANT SELECT ON merge_tree TO role0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT ON {table_name} TO {role0_name} WITH GRANT OPTION")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role0_name} TO {user0_name}")
             with And("I grant privilege to another role via grant option"):
-                node.query("GRANT SELECT ON merge_tree TO role1", settings = [("user","user0")])
+                node.query(f"GRANT SELECT ON {table_name} TO {role1_name}", settings = [("user",user0_name)])
             with And("I grant the second role to another user"):
-                node.query("GRANT role1 TO user1")
+                node.query(f"GRANT {role1_name} TO {user1_name}")
             with Then("I verify SELECT command"):
-                user_select = node.query("SELECT d FROM merge_tree", settings = [("user","user1")])
-                default = node.query("SELECT d FROM merge_tree")
+                user_select = node.query(f"SELECT d FROM {table_name}", settings = [("user",user1_name)])
+                default = node.query(f"SELECT d FROM {table_name}")
                 assert user_select.output == default.output, error()
 
 @TestScenario
@@ -403,16 +391,19 @@ def role_with_privilege_from_role_with_grant_option(self, table_type, node=None)
 def revoke_privilege_from_user_via_user_with_grant_option(self, table_type, node=None):
     """Check that user is unable to revoke a column they don't have access to from a user.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), user(node, "user1"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT SELECT(d) ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT(d) ON {table_name} TO {user0_name} WITH GRANT OPTION")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE SELECT(b) ON merge_tree FROM user1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"REVOKE SELECT(b) ON {table_name} FROM {user1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
@@ -421,16 +412,19 @@ def revoke_privilege_from_user_via_user_with_grant_option(self, table_type, node
 def revoke_privilege_from_role_via_user_with_grant_option(self, table_type, node=None):
     """Check that user is unable to revoke a column they dont have acces to from a role.
     """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, role_name):
             with When("I grant privilege with grant option to user"):
-                node.query("GRANT SELECT(d) ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT(d) ON {table_name} TO {user_name} WITH GRANT OPTION")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE SELECT(b) ON merge_tree FROM role0", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"REVOKE SELECT(b) ON {table_name} FROM {role_name}", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
@@ -439,18 +433,22 @@ def revoke_privilege_from_role_via_user_with_grant_option(self, table_type, node
 def revoke_privilege_from_user_via_role_with_grant_option(self, table_type, node=None):
     """Check that user with a role is unable to revoke a column they dont have acces to from a user.
     """
+    user0_name = f"user0_{getuid()}"
+    user1_name = f"user1_{getuid()}"
+    role_name = f"role_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), user(node,"user1"), role(node, "role0"):
+    with table(node, table_name, table_type):
+        with user(node, f"{user0_name},{user1_name}"), role(node, role_name):
             with When("I grant privilege with grant option to a role"):
-                node.query("GRANT SELECT(d) ON merge_tree TO role0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT(d) ON {table_name} TO {role_name} WITH GRANT OPTION")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role_name} TO {user0_name}")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE SELECT(b) ON merge_tree FROM user1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user0_name)
+                node.query(f"REVOKE SELECT(b) ON {table_name} FROM {user1_name}", settings=[("user",user0_name)],
+                    exitcode=exitcode, message=message)
 
 @TestScenario
 @Requirements(
@@ -459,44 +457,45 @@ def revoke_privilege_from_user_via_role_with_grant_option(self, table_type, node
 def revoke_privilege_from_role_via_role_with_grant_option(self, table_type, node=None):
     """Check that user with a role is unable to revoke a column they dont have acces to from a role.
     """
+    user_name = f"user_{getuid()}"
+    role0_name = f"role0_{getuid()}"
+    role1_name = f"role1_{getuid()}"
+    table_name = f"table_{getuid()}"
     if node is None:
         node = self.context.node
-    with table(node, "merge_tree", table_type):
-        with user(node, "user0"), role(node, "role0"), role(node, "role1"):
+    with table(node, table_name, table_type):
+        with user(node, user_name), role(node, f"{role0_name},{role1_name}"):
             with When("I grant privilege with grant option to a role"):
-                node.query("GRANT SELECT(d) ON merge_tree TO user0 WITH GRANT OPTION")
+                node.query(f"GRANT SELECT(d) ON {table_name} TO {role0_name} WITH GRANT OPTION")
             with And("I grant the role to a user"):
-                node.query("GRANT role0 TO user0")
+                node.query(f"GRANT {role0_name} TO {user_name}")
             with Then("I revoke privilege on a column the user with grant option does not have access to"):
-                exitcode, message = errors.not_enough_privileges(name="user0")
-                node.query("REVOKE SELECT(b) ON merge_tree FROM role1", settings=[("user","user0")],
-                            exitcode=exitcode, message=message)
+                exitcode, message = errors.not_enough_privileges(name=user_name)
+                node.query(f"REVOKE SELECT(b) ON {table_name} FROM {role1_name}", settings=[("user",user_name)],
+                    exitcode=exitcode, message=message)
 
 @TestOutline(Feature)
 @Requirements(
     RQ_SRS_006_RBAC_Privileges_Select("1.0"),
+    RQ_SRS_006_RBAC_Privileges_Select_TableEngines("1.0")
 )
 @Examples("table_type", [
-    (table_type, Requirements(requirement)) for table_type, requirement in list(table_requirements.items())
+    (key,) for key in table_types.keys()
 ])
 @Name("select")
-def feature(self, table_type, node="clickhouse1"):
+def feature(self, table_type, parallel=None, stress=None, node="clickhouse1"):
     self.context.node = self.context.cluster.node(node)
 
-    Scenario(test=without_privilege)(table_type=table_type)
-    Scenario(test=user_with_privilege)(table_type=table_type)
-    Scenario(test=user_with_revoked_privilege)(table_type=table_type)
-    Scenario(test=user_with_privilege_on_columns)(table_type=table_type)
-    Scenario(test=role_with_privilege)(table_type=table_type)
-    Scenario(test=role_with_revoked_privilege)(table_type=table_type)
-    Scenario(test=user_with_revoked_role)(table_type=table_type)
-    Scenario(test=role_with_privilege_on_columns)(table_type=table_type)
-    Scenario(test=user_with_privilege_on_cluster)(table_type=table_type)
-    Scenario(test=user_with_privilege_from_user_with_grant_option)(table_type=table_type)
-    Scenario(test=role_with_privilege_from_user_with_grant_option)(table_type=table_type)
-    Scenario(test=user_with_privilege_from_role_with_grant_option)(table_type=table_type)
-    Scenario(test=role_with_privilege_from_role_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_user_via_user_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_role_via_user_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_user_via_role_with_grant_option)(table_type=table_type)
-    Scenario(test=revoke_privilege_from_role_via_role_with_grant_option)(table_type=table_type)
\ No newline at end of file
+    if stress is not None:
+        self.context.stress = stress
+    if parallel is not None:
+        self.context.stress = parallel
+
+    tasks = []
+    pool = Pool(3)
+
+    try:
+        for scenario in loads(current_module(), Scenario):
+            run_scenario(pool, tasks, scenario, {"table_type" : table_type})
+    finally:
+        join(tasks)
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/privileges/show_tables.py b/tests/testflows/rbac/tests/privileges/show_tables.py
new file mode 100755
index 00000000000..5625cd146dd
--- /dev/null
+++ b/tests/testflows/rbac/tests/privileges/show_tables.py
@@ -0,0 +1,62 @@
+from contextlib import contextmanager
+
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_Table_ShowTables("1.0"),
+)
+def show_tables(self, node=None):
+    """Check that a user is able to see a table in `SHOW TABLES` if and only if the user has privilege on that table,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+    if node is None:
+        node = self.context.node
+
+    with user(node, f"{user_name}"):
+        Scenario(test=show_tables_general, flags=TE,
+            name="create with create view and select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=show_tables_general, flags=TE,
+            name="create with create view and select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestScenario
+def show_tables_general(self, grant_target_name, user_name, node=None):
+    table0_name = f"table0_{getuid()}"
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a table"):
+            node.query(f"DROP TABLE IF EXISTS {table0_name}")
+            node.query(f"CREATE TABLE {table0_name} (a String, b Int8, d Date) Engine = Memory")
+
+        with Then("I check user does not see any tables"):
+            output = node.query("SHOW TABLES", settings = [("user", f"{user_name}")]).output
+            assert output == '', error()
+
+        with When("I grant select privilege on the table"):
+            node.query(f"GRANT SELECT(a) ON {table0_name} TO {grant_target_name}")
+        with Then("I check the user does see a table"):
+            output = node.query("SHOW TABLES", settings = [("user", f"{user_name}")]).output
+            assert output == f'{table0_name}', error()
+
+    finally:
+        with Finally("I drop the table"):
+            node.query(f"DROP TABLE IF EXISTS {table0_name}")
+
+@TestFeature
+@Name("show tables")
+def feature(self, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    Scenario(run=show_tables, flags=TE)
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/syntax/alter_quota.py b/tests/testflows/rbac/tests/syntax/alter_quota.py
index cec091766ed..74a9c05bd27 100755
--- a/tests/testflows/rbac/tests/syntax/alter_quota.py
+++ b/tests/testflows/rbac/tests/syntax/alter_quota.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("alter quota")
@@ -15,7 +15,7 @@ def feature(self, node="clickhouse1"):
     ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | MONTH}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
@@ -93,7 +93,7 @@ def feature(self, node="clickhouse1"):
             with When("I alter quota on a randomized interval"):
                 node.query("ALTER QUOTA quota0 FOR RANDOMIZED INTERVAL 1 DAY NO LIMITS")
 
-        intervals = ['SECOND', 'MINUTE', 'HOUR', 'DAY', 'WEEK', 'MONTH', 'QUARTER', 'YEAR']
+        intervals = ['SECOND', 'MINUTE', 'HOUR', 'DAY', 'MONTH']
         for i, interval in enumerate(intervals):
             with Scenario(f"I alter quota for interval {interval}", flags=TE, requirements=[
                     RQ_SRS_006_RBAC_Quota_Alter_Interval("1.0")]):
@@ -203,4 +203,4 @@ def feature(self, node="clickhouse1"):
         with Finally("I drop the quota and all the users and roles"):
             node.query(f"DROP QUOTA IF EXISTS quota0")
             node.query(f"DROP USER IF EXISTS user0")
-            node.query(f"DROP ROLE IF EXISTS role0")
+            node.query(f"DROP ROLE IF EXISTS role0")
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/syntax/alter_role.py b/tests/testflows/rbac/tests/syntax/alter_role.py
index b8e1de387c9..b1e66fb5893 100755
--- a/tests/testflows/rbac/tests/syntax/alter_role.py
+++ b/tests/testflows/rbac/tests/syntax/alter_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("alter role")
diff --git a/tests/testflows/rbac/tests/syntax/alter_row_policy.py b/tests/testflows/rbac/tests/syntax/alter_row_policy.py
index 969415b200d..7fbed4a63c4 100755
--- a/tests/testflows/rbac/tests/syntax/alter_row_policy.py
+++ b/tests/testflows/rbac/tests/syntax/alter_row_policy.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("alter row policy")
diff --git a/tests/testflows/rbac/tests/syntax/alter_settings_profile.py b/tests/testflows/rbac/tests/syntax/alter_settings_profile.py
index 9b1f06be48b..4222b27954d 100755
--- a/tests/testflows/rbac/tests/syntax/alter_settings_profile.py
+++ b/tests/testflows/rbac/tests/syntax/alter_settings_profile.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("alter settings profile")
@@ -82,13 +82,13 @@ def feature(self, node="clickhouse1"):
             del new_profile
 
         with Scenario("I alter settings profile with a setting value", flags=TE, requirements=[
-                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"), 
+                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"),
                 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Value("1.0")]):
             with When("I alter settings profile using settings"):
                 node.query("ALTER SETTINGS PROFILE profile0 SETTINGS max_memory_usage = 100000001")
 
         with Scenario("I alter settings profile with a setting value, does not exist, throws exception", flags=TE, requirements=[
-                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"), 
+                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"),
                 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Value("1.0")]):
             with When("I alter settings profile using settings and nonexistent value"):
                 exitcode, message = errors.unknown_setting("fake_setting")
@@ -137,7 +137,7 @@ def feature(self, node="clickhouse1"):
             del profile
 
         with Scenario("I alter settings profile with multiple settings", flags=TE, requirements=[
-                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"), 
+                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"),
                 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Value("1.0")]):
             with When("I alter settings profile with multiple settings"):
                 node.query("ALTER SETTINGS PROFILE profile0"
@@ -145,7 +145,7 @@ def feature(self, node="clickhouse1"):
                 " SETTINGS max_memory_usage_for_user = 100000001")
 
         with Scenario("I alter settings profile with multiple settings short form", flags=TE, requirements=[
-                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"), 
+                RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables("1.0"),
                 RQ_SRS_006_RBAC_SettingsProfile_Alter_Variables_Value("1.0")]):
             with When("I alter settings profile with short form multiple settings"):
                 node.query("ALTER SETTINGS PROFILE profile0"
diff --git a/tests/testflows/rbac/tests/syntax/alter_user.py b/tests/testflows/rbac/tests/syntax/alter_user.py
index 1fd8e62239a..8a7ce8724eb 100755
--- a/tests/testflows/rbac/tests/syntax/alter_user.py
+++ b/tests/testflows/rbac/tests/syntax/alter_user.py
@@ -3,8 +3,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("alter user")
diff --git a/tests/testflows/rbac/tests/syntax/create_quota.py b/tests/testflows/rbac/tests/syntax/create_quota.py
index 35013d0b022..4945583a542 100755
--- a/tests/testflows/rbac/tests/syntax/create_quota.py
+++ b/tests/testflows/rbac/tests/syntax/create_quota.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("create quota")
@@ -14,7 +14,7 @@ def feature(self, node="clickhouse1"):
     ```sql
     CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
@@ -107,7 +107,7 @@ def feature(self, node="clickhouse1"):
                 with When("I create a quota for randomized interval"):
                     node.query("CREATE QUOTA quota9 FOR RANDOMIZED INTERVAL 1 DAY NO LIMITS")
 
-        intervals = ['SECOND', 'MINUTE', 'HOUR', 'DAY', 'WEEK', 'MONTH', 'QUARTER', 'YEAR']
+        intervals = ['SECOND', 'MINUTE', 'HOUR', 'DAY', 'MONTH']
         for i, interval in enumerate(intervals):
             with Scenario(f"I create quota for interval {interval}", flags=TE, requirements=[
                     RQ_SRS_006_RBAC_Quota_Create_Interval("1.0")]):
diff --git a/tests/testflows/rbac/tests/syntax/create_role.py b/tests/testflows/rbac/tests/syntax/create_role.py
index 0e42c84ef06..86db48691bd 100755
--- a/tests/testflows/rbac/tests/syntax/create_role.py
+++ b/tests/testflows/rbac/tests/syntax/create_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("create role")
@@ -42,7 +42,9 @@ def feature(self, node="clickhouse1"):
             RQ_SRS_006_RBAC_Role_Create("1.0")]):
         role = "role0"
         with cleanup(role):
-            with When(f"I create role {role}"):
+            with Given(f"I have role {role}"):
+                node.query(f"CREATE ROLE {role}")
+            with When(f"I create role {role}, throws exception"):
                 exitcode, message = errors.cannot_insert_role(name=role)
                 node.query(f"CREATE ROLE {role}", exitcode=exitcode, message=message)
         del role
diff --git a/tests/testflows/rbac/tests/syntax/create_row_policy.py b/tests/testflows/rbac/tests/syntax/create_row_policy.py
index f733c7ea505..4f35f47ff4b 100755
--- a/tests/testflows/rbac/tests/syntax/create_row_policy.py
+++ b/tests/testflows/rbac/tests/syntax/create_row_policy.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("create row policy")
@@ -158,14 +158,14 @@ def feature(self, node="clickhouse1"):
                     node.query(f"CREATE ROW POLICY policy8a ON default.foo TO ALL EXCEPT {role}", exitcode=exitcode, message=message)
             del role
 
-        with Scenario("I create row policy assigned to multiple roles", flags=TE, requirements=[ 
+        with Scenario("I create row policy assigned to multiple roles", flags=TE, requirements=[
                 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment("1.0"),
                 RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]):
             with cleanup("policy8b"):
                 with When("I create row policy for multiple roles"):
                     node.query("CREATE ROW POLICY policy8b ON default.foo TO role0, role1")
 
-        with Scenario("I create row policy assigned to all", flags=TE, requirements=[ 
+        with Scenario("I create row policy assigned to all", flags=TE, requirements=[
                 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_All("1.0"),
                 RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]):
             with cleanup("policy9"):
@@ -186,7 +186,7 @@ def feature(self, node="clickhouse1"):
                 with When("I create row policy for all except multiple roles"):
                     node.query("CREATE ROW POLICY policy11 ON default.foo TO ALL EXCEPT role0, role1")
 
-        with Scenario("I create row policy assigned to none", flags=TE, requirements=[ 
+        with Scenario("I create row policy assigned to none", flags=TE, requirements=[
                 RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_None("1.0"),
                 RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]):
             with cleanup("policy11"):
diff --git a/tests/testflows/rbac/tests/syntax/create_settings_profile.py b/tests/testflows/rbac/tests/syntax/create_settings_profile.py
index d4987ba4d8d..6d720af21bc 100755
--- a/tests/testflows/rbac/tests/syntax/create_settings_profile.py
+++ b/tests/testflows/rbac/tests/syntax/create_settings_profile.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("create settings profile")
@@ -97,7 +97,7 @@ def feature(self, node="clickhouse1"):
                     node.query("CREATE SETTINGS PROFILE profile4 SETTINGS max_memory_usage = 100000001")
 
         with Scenario("I create settings profile with a setting value, does not exist, throws exception", flags=TE, requirements=[
-                RQ_SRS_006_RBAC_SettingsProfile_Create_Variables("1.0"), 
+                RQ_SRS_006_RBAC_SettingsProfile_Create_Variables("1.0"),
                 RQ_SRS_006_RBAC_SettingsProfile_Create_Variables_Value("1.0")]):
             with When("I create settings profile using settings and nonexistent value"):
                 exitcode, message = errors.unknown_setting("fake_setting")
diff --git a/tests/testflows/rbac/tests/syntax/create_user.py b/tests/testflows/rbac/tests/syntax/create_user.py
index 6b234f857c9..d410dd1ab6e 100755
--- a/tests/testflows/rbac/tests/syntax/create_user.py
+++ b/tests/testflows/rbac/tests/syntax/create_user.py
@@ -3,8 +3,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("create user")
diff --git a/tests/testflows/rbac/tests/syntax/drop_quota.py b/tests/testflows/rbac/tests/syntax/drop_quota.py
index 510ed714c64..099951e3f19 100755
--- a/tests/testflows/rbac/tests/syntax/drop_quota.py
+++ b/tests/testflows/rbac/tests/syntax/drop_quota.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("drop quota")
diff --git a/tests/testflows/rbac/tests/syntax/drop_role.py b/tests/testflows/rbac/tests/syntax/drop_role.py
index 76fd50c1a39..0e6d0134649 100755
--- a/tests/testflows/rbac/tests/syntax/drop_role.py
+++ b/tests/testflows/rbac/tests/syntax/drop_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("drop role")
@@ -73,9 +73,9 @@ def feature(self, node="clickhouse1"):
     with Scenario("I drop role on cluster", flags=TE, requirements=[
             RQ_SRS_006_RBAC_Role_Drop_Cluster("1.0")]):
         with Given("I have a role on cluster"):
-            node.query("CREATE ROLE role0 ON CLUSTER sharded_cluster")
+            node.query("CREATE ROLE OR REPLACE role0 ON CLUSTER sharded_cluster")
         with When("I drop the role from the cluster"):
-            node.query("DROP ROLE role0 ON CLUSTER sharded_cluster")
+            node.query("DROP ROLE IF EXISTS role0 ON CLUSTER sharded_cluster")
 
     with Scenario("I drop role on fake cluster", flags=TE, requirements=[
                 RQ_SRS_006_RBAC_Role_Drop_Cluster("1.0")]):
diff --git a/tests/testflows/rbac/tests/syntax/drop_row_policy.py b/tests/testflows/rbac/tests/syntax/drop_row_policy.py
index 218b088e443..2f04450a16a 100755
--- a/tests/testflows/rbac/tests/syntax/drop_row_policy.py
+++ b/tests/testflows/rbac/tests/syntax/drop_row_policy.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("drop row policy")
diff --git a/tests/testflows/rbac/tests/syntax/drop_settings_profile.py b/tests/testflows/rbac/tests/syntax/drop_settings_profile.py
index b375a51a67d..cb17815127f 100755
--- a/tests/testflows/rbac/tests/syntax/drop_settings_profile.py
+++ b/tests/testflows/rbac/tests/syntax/drop_settings_profile.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("drop settings profile")
diff --git a/tests/testflows/rbac/tests/syntax/drop_user.py b/tests/testflows/rbac/tests/syntax/drop_user.py
index beeb4af31e6..13f0093080a 100755
--- a/tests/testflows/rbac/tests/syntax/drop_user.py
+++ b/tests/testflows/rbac/tests/syntax/drop_user.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("drop user")
diff --git a/tests/testflows/rbac/tests/syntax/grant_privilege.py b/tests/testflows/rbac/tests/syntax/grant_privilege.py
index 82c459f546d..2108b101c44 100755
--- a/tests/testflows/rbac/tests/syntax/grant_privilege.py
+++ b/tests/testflows/rbac/tests/syntax/grant_privilege.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @contextmanager
 def setup(node):
@@ -59,7 +59,7 @@ def grant_privilege(self, privilege, on, allow_column, allow_introspection, node
                     node.query(f"GRANT {privilege} ON {on_} TO user1 WITH GRANT OPTION", settings=settings)
 
                 if allow_column and ('*' not in on_):
-                    #grant column specific for some column 'x'
+                    # Grant column specific for some column 'x'
                     with When("I grant privilege with columns"):
                         node.query(f"GRANT {privilege}(x) ON {on_} TO user0", settings=settings)
 
@@ -131,4 +131,4 @@ def feature(self, node="clickhouse1"):
             RQ_SRS_006_RBAC_Grant_Privilege_None("1.0")]):
         with setup(node):
             with When("I grant privilege with grant option"):
-               node.query("GRANT NONE ON *.* TO user0 WITH GRANT OPTION")
+               node.query("GRANT NONE ON *.* TO user0 WITH GRANT OPTION")
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/syntax/grant_role.py b/tests/testflows/rbac/tests/syntax/grant_role.py
index 188d4141a3a..26c9fb619e9 100755
--- a/tests/testflows/rbac/tests/syntax/grant_role.py
+++ b/tests/testflows/rbac/tests/syntax/grant_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("grant role")
@@ -98,14 +98,14 @@ def feature(self, node="clickhouse1"):
             RQ_SRS_006_RBAC_Grant_Role_OnCluster("1.0")]):
         try:
             with Given("I have a user and a role on a cluster"):
-                node.query("CREATE USER user0 ON CLUSTER sharded_cluster")
-                node.query("CREATE ROLE role0 ON CLUSTER sharded_cluster")
+                node.query("CREATE USER OR REPLACE user0 ON CLUSTER sharded_cluster")
+                node.query("CREATE ROLE OR REPLACE role0 ON CLUSTER sharded_cluster")
             with When("I grant the role to the user"):
                 node.query("GRANT ON CLUSTER sharded_cluster role0 TO user0")
         finally:
             with Finally("I drop the user and role"):
-                node.query("DROP USER user0 ON CLUSTER sharded_cluster")
-                node.query("DROP ROLE role0 ON CLUSTER sharded_cluster")
+                node.query("DROP USER IF EXISTS user0 ON CLUSTER sharded_cluster")
+                node.query("DROP ROLE IF EXISTS role0 ON CLUSTER sharded_cluster")
 
     with Scenario("I grant role to user on fake cluster, throws exception", flags=TE, requirements=[
             RQ_SRS_006_RBAC_Grant_Role_OnCluster("1.0")]):
diff --git a/tests/testflows/rbac/tests/syntax/revoke_privilege.py b/tests/testflows/rbac/tests/syntax/revoke_privilege.py
index 0c9bf954ad8..a0fb714c823 100755
--- a/tests/testflows/rbac/tests/syntax/revoke_privilege.py
+++ b/tests/testflows/rbac/tests/syntax/revoke_privilege.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @contextmanager
 def setup(node):
@@ -19,31 +19,32 @@ def setup(node):
             node.query("DROP USER IF EXISTS user1")
             node.query("DROP ROLE IF EXISTS role1")
 
+
 @TestOutline(Scenario)
-@Examples("privilege on allow_introspection", [
-    ("dictGet", ("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_DictGet("1.0"))),
-    ("INTROSPECTION", ("*.*",), True, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Introspection("1.0"))),
-    ("SELECT", ("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Select("1.0"))),
-    ("INSERT",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Insert("1.0"))),
-    ("ALTER",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Alter("1.0"))),
-    ("CREATE",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Create("1.0"))),
-    ("DROP",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Drop("1.0"))),
-    ("TRUNCATE",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Truncate("1.0"))),
-    ("OPTIMIZE",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Optimize("1.0"))),
-    ("SHOW",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Show("1.0"))),
-    ("KILL QUERY",("*.*",), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_KillQuery("1.0"))),
-    ("ACCESS MANAGEMENT",("*.*",), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_AccessManagement("1.0"))),
-    ("SYSTEM",("db0.table0","db0.*","*.*","tb0","*"), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_System("1.0"))),
-    ("SOURCES",("*.*",), False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Sources("1.0"))),
-    ("ALL",("*.*",), True, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_All("1.0"))),
-    ("ALL PRIVILEGES",("*.*",), True, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_All("1.0"))), #alias for all
+@Examples("privilege on allow_column allow_introspection", [
+    ("dictGet", ("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_DictGet("1.0"))),
+    ("INTROSPECTION", ("*.*",), False, True, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Introspection("1.0"))),
+    ("SELECT", ("db0.table0","db0.*","*.*","tb0","*"), True, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Select("1.0"))),
+    ("INSERT",("db0.table0","db0.*","*.*","tb0","*"), True, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Insert("1.0"))),
+    ("ALTER",("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Alter("1.0"))),
+    ("CREATE",("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Create("1.0"))),
+    ("DROP",("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Drop("1.0"))),
+    ("TRUNCATE",("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Truncate("1.0"))),
+    ("OPTIMIZE",("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Optimize("1.0"))),
+    ("SHOW",("db0.table0","db0.*","*.*","tb0","*"), True, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Show("1.0"))),
+    ("KILL QUERY",("*.*",), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_KillQuery("1.0"))),
+    ("ACCESS MANAGEMENT",("*.*",), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_AccessManagement("1.0"))),
+    ("SYSTEM",("db0.table0","db0.*","*.*","tb0","*"), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_System("1.0"))),
+    ("SOURCES",("*.*",), False, False, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_Sources("1.0"))),
+    ("ALL",("*.*",), True, True, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_All("1.0"))),
+    ("ALL PRIVILEGES",("*.*",), True, True, Requirements(RQ_SRS_006_RBAC_Revoke_Privilege_All("1.0"))), #alias for all
     ],)
-def revoke_privileges(self, privilege, on, allow_introspection, node="clickhouse1"):
-    revoke_privilege(privilege=privilege, on=on, allow_introspection=allow_introspection, node=node)
+def revoke_privileges(self, privilege, on, allow_column, allow_introspection, node="clickhouse1"):
+    revoke_privilege(privilege=privilege, on=on, allow_column=allow_column, allow_introspection=allow_introspection, node=node)
 
 @TestOutline(Scenario)
 @Requirements([RQ_SRS_006_RBAC_Revoke_Privilege_Any("1.0") , RQ_SRS_006_RBAC_Revoke_Privilege_PrivelegeColumns("1.0")])
-def revoke_privilege(self, privilege, on, allow_introspection, node="clickhouse1"):
+def revoke_privilege(self, privilege, on, allow_column, allow_introspection, node="clickhouse1"):
     node = self.context.cluster.node(node)
     for on_ in on:
         with When(f"I revoke {privilege} privilege from user on {on_}"):
@@ -55,9 +56,10 @@ def revoke_privilege(self, privilege, on, allow_introspection, node="clickhouse1
                 with When("I revoke privilege without columns"):
                     node.query(f"REVOKE {privilege} ON {on_} FROM user0", settings=settings)
 
-                #revoke column specific for some column 'x'
-                with When("I revoke privilege with columns"):
-                    node.query(f"REVOKE {privilege}(x) ON {on_} FROM user0", settings=settings)
+                if allow_column and ('*' not in on_):
+                    # Revoke column specific for some column 'x'
+                    with When("I revoke privilege with columns"):
+                        node.query(f"REVOKE {privilege}(x) ON {on_} FROM user0", settings=settings)
 
 @TestFeature
 @Name("revoke privilege")
@@ -122,7 +124,7 @@ def feature(self, node="clickhouse1"):
                 exitcode, message = errors.cannot_update_default()
                 node.query("REVOKE NONE FROM default", exitcode=exitcode,message=message)
 
-    # By default, ClickHouse treats unnamed object as role
+    #By default, ClickHouse treats unnamed object as role
     with Scenario("I revoke privilege from nonexistent role, throws exception", flags=TE, requirements=[
             RQ_SRS_006_RBAC_Revoke_Privilege_From("1.0"),
             RQ_SRS_006_RBAC_Revoke_Privilege_None("1.0")]):
diff --git a/tests/testflows/rbac/tests/syntax/revoke_role.py b/tests/testflows/rbac/tests/syntax/revoke_role.py
index d22083a86dc..9d87257b054 100755
--- a/tests/testflows/rbac/tests/syntax/revoke_role.py
+++ b/tests/testflows/rbac/tests/syntax/revoke_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("revoke role")
@@ -50,7 +50,7 @@ def feature(self, node="clickhouse1"):
                 exitcode, message = errors.role_not_found_in_disk(name="role0")
                 node.query("REVOKE role0 FROM user0", exitcode=exitcode, message=message)
 
-    # With nonexistent object name, REVOKE assumes type role (treats user0 as role)
+    # with nonexistent object name, REVOKE assumes type role (treats user0 as role)
     with Scenario("I revoke a role from a nonexistent user", requirements=[
             RQ_SRS_006_RBAC_Revoke_Role("1.0")]):
         with setup(0,1):
@@ -58,7 +58,7 @@ def feature(self, node="clickhouse1"):
                 exitcode, message = errors.role_not_found_in_disk(name="user0")
                 node.query("REVOKE role0 FROM user0", exitcode=exitcode, message=message)
 
-    # With nonexistent object name, REVOKE assumes type role (treats user0 as role)
+    # with nonexistent object name, REVOKE assumes type role (treats user0 as role)
     with Scenario("I revoke a role from ALL EXCEPT nonexistent user", requirements=[
             RQ_SRS_006_RBAC_Revoke_Role("1.0")]):
         with setup(0,1):
diff --git a/tests/testflows/rbac/tests/syntax/set_default_role.py b/tests/testflows/rbac/tests/syntax/set_default_role.py
index 505678a671e..a7801e04b23 100755
--- a/tests/testflows/rbac/tests/syntax/set_default_role.py
+++ b/tests/testflows/rbac/tests/syntax/set_default_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("set default role")
@@ -56,7 +56,7 @@ def feature(self, node="clickhouse1"):
                 exitcode, message = errors.user_not_found_in_disk(name="user0")
                 node.query("SET DEFAULT ROLE role0 TO user0", exitcode=exitcode, message=message)
 
-    # In SET DEFAULT ROLE, the nonexistent user is noticed first and becomes the thrown exception
+    #in SET DEFAULT ROLE, the nonexistent user is noticed first and becomes the thrown exception
     with Scenario("I set default a nonexistent role to a nonexistent user", requirements=[
             RQ_SRS_006_RBAC_SetDefaultRole("1.0")]):
         with setup(0,0):
diff --git a/tests/testflows/rbac/tests/syntax/set_role.py b/tests/testflows/rbac/tests/syntax/set_role.py
index 813bc5d259c..97a121797ac 100755
--- a/tests/testflows/rbac/tests/syntax/set_role.py
+++ b/tests/testflows/rbac/tests/syntax/set_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("set role")
diff --git a/tests/testflows/rbac/tests/syntax/show_create_role.py b/tests/testflows/rbac/tests/syntax/show_create_role.py
index d7b77bce944..11ce7371ba2 100755
--- a/tests/testflows/rbac/tests/syntax/show_create_role.py
+++ b/tests/testflows/rbac/tests/syntax/show_create_role.py
@@ -2,8 +2,8 @@ from contextlib import contextmanager
 
 from testflows.core import *
 
+import rbac.helper.errors as errors
 from rbac.requirements import *
-import rbac.tests.errors as errors
 
 @TestFeature
 @Name("show create role")
diff --git a/tests/testflows/rbac/tests/views/__init__.py b/tests/testflows/rbac/tests/views/__init__.py
new file mode 100755
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/rbac/tests/views/feature.py b/tests/testflows/rbac/tests/views/feature.py
new file mode 100755
index 00000000000..f8a69e80157
--- /dev/null
+++ b/tests/testflows/rbac/tests/views/feature.py
@@ -0,0 +1,20 @@
+from testflows.core import *
+
+from rbac.helper.common import *
+
+@TestFeature
+@Name("views")
+def feature(self):
+
+    tasks = []
+    pool = Pool(3)
+
+    try:
+        try:
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.views.view", "feature")), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.views.live_view", "feature")), {})
+            run_scenario(pool, tasks, Feature(test=load("rbac.tests.views.materialized_view", "feature")), {})
+        finally:
+            join(tasks)
+    finally:
+        pool.close()
\ No newline at end of file
diff --git a/tests/testflows/rbac/tests/views/live_view.py b/tests/testflows/rbac/tests/views/live_view.py
new file mode 100755
index 00000000000..0ffbb123197
--- /dev/null
+++ b/tests/testflows/rbac/tests/views/live_view.py
@@ -0,0 +1,1141 @@
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+
+@contextmanager
+def allow_experimental_live_view(node):
+    setting = ("allow_experimental_live_view", 1)
+    default_query_settings = None
+
+    try:
+        with Given("I add allow_experimental_live_view to the default query settings"):
+            default_query_settings = getsattr(current().context, "default_query_settings", [])
+            default_query_settings.append(setting)
+        yield
+    finally:
+        with Finally("I remove allow_experimental_live_view from the default query settings"):
+            if default_query_settings:
+                try:
+                    default_query_settings.pop(default_query_settings.index(setting))
+                except ValueError:
+                    pass
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_LiveView_Create("1.0"),
+)
+def create(self, node=None):
+    """Test the RBAC functionality of the `CREATE LIVE VIEW` command.
+    """
+    Scenario(run=create_without_create_view_privilege)
+    Scenario(run=create_with_create_view_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_revoked_create_view_privilege_revoked_directly_or_from_role)
+    Scenario(run=create_without_source_table_privilege)
+    Scenario(run=create_with_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_join_query_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_join_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_nested_views_privilege_granted_directly_or_via_role)
+
+@TestScenario
+def create_without_create_view_privilege(self, node=None):
+    """Check that user is unable to create a live view without CREATE VIEW privilege.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        with When("I try to create a live view without CREATE VIEW privilege as the user"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_create_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a live view with CREATE VIEW privilege, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_create_view_privilege,
+            name="create with create view privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_create_view_privilege,
+            name="create with create view privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_create_view_privilege(self, grant_target_name, user_name, node=None):
+    """Check that user is able to create a live view with the granted privileges.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I grant the CREATE VIEW privilege"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+        with Then("I try to create a live view without privilege as the user"):
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Then("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_revoked_create_view_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to create live view after the CREATE VIEW privilege is revoked, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_revoked_create_view_privilege,
+            name="create with create view privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_revoked_create_view_privilege,
+            name="create with create view privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_revoked_create_view_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke CREATE VIEW privilege and check the user is unable to create a live view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with When("I grant CREATE VIEW privilege"):
+        node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+    with And("I revoke CREATE VIEW privilege"):
+        node.query(f"REVOKE CREATE VIEW ON {view_name} FROM {grant_target_name}")
+
+    with Then("I try to create a live view on the table as the user"):
+        node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1", settings = [("user", f"{user_name}")],
+            exitcode=exitcode, message=message)
+
+@TestScenario
+def create_without_source_table_privilege(self, node=None):
+    """Check that user is unable to create a live view without select
+    privilege on the source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        with user(node, f"{user_name}"):
+            with When("I grant CREATE VIEW privilege to a user"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {user_name}")
+
+            with Then("I try to create a live view without select privilege on the table"):
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT * FROM {table_name}", settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that a user is able to create a live view if and only if the user has CREATE VIEW privilege and
+    select privilege on the source table, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_source_table_privilege,
+            name="create with create view and select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_source_table_privilege,
+            name="create with create view and select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Check that user is unable to create a live view without SELECT privilege on the source table.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+            with And("I grant SELECT privilege"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with And("I try to create a live view on the table as the user"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT * FROM {table_name}", settings = [("user", f"{user_name}")])
+
+            with Then("I check the view"):
+                output = node.query(f"SELECT count(*) FROM {view_name}").output
+                assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a live view where the stored query has two subqueries
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_subquery,
+            name="create with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_subquery,
+            name="create with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant SELECT and CREATE VIEW privileges and check that user is able to create a live view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE LIVE VIEW {view_name} AS SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to CREATE VIEW as the user with create privilege"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")],
+                     exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a live view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a live view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a live view where the stored query includes a `JOIN` statement
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_join_query,
+            name="create with join query, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_join_query,
+            name="create with join query, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_join_query(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a live view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE LIVE VIEW {view_name} AS SELECT * FROM {table0_name} JOIN {table1_name} USING d"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a live view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a live view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Then("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_join_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a live view with a stored query that includes `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all of the tables, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_join_subquery,
+            name="create with join subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_join_subquery,
+            name="create with join subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_join_subquery(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a live view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE LIVE VIEW {view_name} AS SELECT y FROM {table1_name} JOIN {table0_name} USING y WHERE y IN (SELECT y FROM {table2_name} WHERE y IN (SELECT y FROM {table3_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user with CREATE VIEW privilege"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name),
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=4):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table3_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a live view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=4))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a live view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name),
+                            settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a live view with a stored query that includes other views if and only if
+    they have SELECT privilege on all the views and the source tables for those views.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_nested_views,
+            name="create with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_nested_views,
+            name="create with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a live view
+    if and only if they have all necessary privileges.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE VIEW {view2_name} AS SELECT y FROM {table2_name} JOIN {view1_name} USING y"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE VIEW {view0_name} AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE VIEW {view1_name} AS SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {view0_name} WHERE y<2)")
+
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view2_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user with CREATE VIEW privilege"):
+                node.query(create_view_query.format(view2_name=view2_name, view1_name=view1_name, table2_name=table2_name),
+                    settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,2,3,10,14,15,26,27,30],permutations(table_count=5))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                        with Then("I attempt to create a live view as the user"):
+                            node.query(create_view_query.format(view2_name=view2_name, view1_name=view1_name, table2_name=table2_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=5))+1, grant_target_name, view0_name, view1_name, table0_name, table1_name, table2_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                    with Then("I attempt to create a live view as the user"):
+                        node.query(create_view_query.format(view2_name=view2_name, view1_name=view1_name, table2_name=table2_name),
+                            settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_LiveView_Select("1.0"),
+)
+def select(self, node=None):
+    """Test the RBAC functionality of the `SELECT FROM live view` command.
+    """
+    Scenario(run=select_without_select_privilege)
+    Scenario(run=select_with_select_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_select_privilege_revoked_directly_or_from_role)
+    Scenario(run=select_without_source_table_privilege)
+    Scenario(run=select_with_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_join_query_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_join_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_nested_views_privilege_granted_directly_or_via_role)
+
+@TestScenario
+def select_without_select_privilege(self, node=None):
+    """Check that user is unable to select on a view without view SELECT privilege.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        try:
+            with When("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1")
+
+            with Then("I try to select from view without privilege as the user"):
+                node.query(f"SELECT * FROM {view_name}", settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_select_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view if and only if they have select privilege on that view, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_select_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege on a view and check the user is able to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1")
+
+        with And("I grant SELECT privilege for the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+
+        with Then("I attempt to select from view with privilege as the user"):
+            output = node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")]).output
+            assert output == '1', error()
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_select_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to select from a view if their SELECT privilege is revoked, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_revoked_select_privilege,
+            name="select with select privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_revoked_select_privilege,
+            name="select with select privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_revoked_select_privilege(self, user_name, grant_target_name, node=None):
+    """Grant and revoke SELECT privilege on a view and check the user is unable to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+        with And("I grant SELECT privilege for the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+        with And("I revoke SELECT privilege for the view"):
+            node.query(f"REVOKE SELECT ON {view_name} FROM {grant_target_name}")
+
+        with Then("I attempt to select from view with privilege as the user"):
+            node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_without_source_table_privilege(self, node=None):
+    """Check that user is unable to select from a view without SELECT privilege for the source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+         with user(node, f"{user_name}"):
+            try:
+                with When("I create a live view from the source table"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table_name}")
+
+                with And("I grant view select privilege to the user"):
+                    node.query(f"GRANT SELECT ON {view_name} TO {user_name}")
+                with Then("I attempt to select from view without privilege on the source table"):
+                    node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")],
+                        exitcode=exitcode, message=message)
+
+            finally:
+                with Finally("I drop the view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view, with source table in the stored query, if and only if
+    the user has SELECT privilege for the view and the source table, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_source_table_privilege,
+            name="select with source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_source_table_privilege,
+            name="select with source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege on view and the source table for that view and check the user is able to SELECT from the view.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view with a source table"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT * FROM {table_name}")
+
+            with And("I grant select privileges"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with Then("I check the user is able to select from the view"):
+                output = node.query(f"SELECT count(*) FROM {view_name}", settings = [("user", f"{user_name}")]).output
+                assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query has two subqueries if and only if
+    the user has SELECT privilege for that view and all tables, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_subquery,
+            name="select with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_subquery,
+            name="select with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with Given("I have a view with a subquery"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Then("I attempt to select from a view as the user"):
+                        output = node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")]).output
+                        assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query includes a `JOIN` statement if and only if
+    the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_join_query,
+            name="select with join, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_join_query,
+            name="select with join, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_join_query(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a JOIN statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT * FROM {table0_name} JOIN {table1_name} USING d")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_join_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view with a stored query that includes `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_join_subquery,
+            name="select with join subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_join_subquery,
+            name="select with join subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_join_subquery(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE LIVE VIEW {view_name} AS SELECT y FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2)) JOIN {table3_name} USING y")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=4):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name, table3_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=4))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view with a stored query that includes other views if and only if
+    the user has SELECT privilege on all of the views and the source tables for those views, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_nested_views,
+            name="select with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_nested_views,
+            name="select with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on views and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view2_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE LIVE VIEW {view0_name} AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE LIVE VIEW {view1_name} AS SELECT y FROM {view0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y<2)")
+                node.query(f"CREATE LIVE VIEW {view2_name} AS SELECT y FROM {view1_name} JOIN {table2_name} USING y")
+
+            with Then("I attempt to select from a view as the user"):
+                node.query(select_view_query.format(view2_name=view2_name),
+                    settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,3,5,7,21,29,31,53,55,61],permutations(table_count=6))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view2_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view2_name=view2_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=6))+1, grant_target_name, view0_name, view1_name, view2_name, table0_name, table1_name, table2_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view2_name=view2_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_LiveView_Drop("1.0"),
+)
+def drop(self, node=None):
+    """Test the RBAC functionality of the `DROP VIEW` command.
+    """
+    Scenario(run=drop_with_privilege_granted_directly_or_via_role)
+    Scenario(run=drop_with_revoked_privilege_revoked_directly_or_from_role)
+
+@TestScenario
+def drop_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to drop view with DROP VIEW privilege if the user has privilege directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=drop_with_privilege,
+            name="drop privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=drop_with_privilege,
+            name="drop privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def drop_with_privilege(self, grant_target_name, user_name, node=None):
+    """Grant DROP VIEW privilege and check the user is able to successfully drop a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.table_does_not_exist(name=f"default.{view_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1")
+
+        with When("I grant DROP VIEW privilege"):
+            node.query(f"GRANT DROP VIEW ON {view_name} TO {grant_target_name}")
+
+        with And("I drop the view as the user"):
+            node.query(f"DROP VIEW {view_name}", settings = [("user",f"{user_name}")])
+
+        with Then("I check the table does not exist"):
+            node.query(f"SELECT * FROM {view_name}", exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def drop_with_revoked_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to drop view with DROP VIEW privilege revoked directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=drop_with_revoked_privilege,
+            name="drop privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=drop_with_revoked_privilege,
+            name="drop privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def drop_with_revoked_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke DROP VIEW privilege and check the user is unable to DROP a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1")
+
+        with When("I grant DROP VIEW privilege"):
+            node.query(f"GRANT DROP VIEW ON {view_name} TO {grant_target_name}")
+        with And("I revoke DROP VIEW privilege"):
+            node.query(f"REVOKE DROP VIEW ON {view_name} FROM {grant_target_name}")
+
+        with Then("I drop the view as the user"):
+            node.query(f"DROP VIEW {view_name}", settings = [("user",f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_LiveView_Refresh("1.0"),
+)
+def refresh(self, node=None):
+    """Test the RBAC functionality of the `ALTER LIVE VIEW REFRESH` command.
+    """
+    Scenario(run=refresh_with_privilege_granted_directly_or_via_role)
+    Scenario(run=refresh_with_privilege_revoked_directly_or_from_role)
+
+@TestScenario
+def refresh_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to refresh a live view with REFRESH privilege
+    granted either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=refresh_with_privilege,
+            name="refresh privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=refresh_with_privilege,
+            name="refresh privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def refresh_with_privilege(self, grant_target_name, user_name, node=None):
+    """Grant REFRESH privilege and check that user is able to refresh a live view.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1")
+
+        with When("I grant REFRESH privilege"):
+            node.query(f"GRANT ALTER VIEW REFRESH ON {view_name} TO {grant_target_name}")
+
+        with Then("I attempt to refresh as the user"):
+            node.query(f"ALTER LIVE VIEW {view_name} REFRESH", settings = [("user",f"{user_name}")])
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def refresh_with_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to refresh a live view with REFRESH privilege
+    revoked either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=refresh_with_revoked_privilege,
+            name="refresh privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=refresh_with_revoked_privilege,
+            name="refresh privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def refresh_with_revoked_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke REFRESH privilege and check that user is unable to refresh a live view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE LIVE VIEW {view_name} AS SELECT 1")
+
+        with When("I grant REFRESH privilege"):
+            node.query(f"GRANT ALTER VIEW REFRESH ON {view_name} TO {grant_target_name}")
+        with And("I revoke REFRESH privilege"):
+            node.query(f"REVOKE ALTER VIEW REFRESH ON {view_name} FROM {grant_target_name}")
+
+        with Then("I attempt to refresh as the user"):
+            node.query(f"ALTER LIVE VIEW {view_name} REFRESH", settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_LiveView("1.0"),
+)
+@Name("live view")
+def feature(self, stress=None, parallel=None, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    if stress is not None:
+        self.context.stress = stress
+    if parallel is not None:
+        self.context.stress = parallel
+
+    tasks = []
+    pool = Pool(3)
+
+    with allow_experimental_live_view(self.context.node):
+        try:
+            for suite in loads(current_module(), Suite):
+                run_scenario(pool, tasks, suite)
+        finally:
+            join(tasks)
diff --git a/tests/testflows/rbac/tests/views/materialized_view.py b/tests/testflows/rbac/tests/views/materialized_view.py
new file mode 100755
index 00000000000..97d41b9c15e
--- /dev/null
+++ b/tests/testflows/rbac/tests/views/materialized_view.py
@@ -0,0 +1,2268 @@
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+
+@contextmanager
+def allow_experimental_alter_materialized_view_structure(node):
+    setting = ("allow_experimental_alter_materialized_view_structure", 1)
+    default_query_settings = None
+
+    try:
+        with Given("I add allow_experimental_alter_materialized_view_structure to the default query settings"):
+            default_query_settings = getsattr(current().context, "default_query_settings", [])
+            default_query_settings.append(setting)
+        yield
+    finally:
+        with Finally("I remove allow_experimental_alter_materialized_view_structure from the default query settings"):
+            if default_query_settings:
+                try:
+                    default_query_settings.pop(default_query_settings.index(setting))
+                except ValueError:
+                    pass
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Create("1.0"),
+)
+def create(self, node=None):
+    """Test the RBAC functionality of the `CREATE MATERIALIZED VIEW` command.
+    """
+    Scenario(run=create_without_create_view_privilege)
+    Scenario(run=create_with_create_view_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_revoked_create_view_privilege_revoked_directly_or_from_role)
+    Scenario(run=create_without_source_table_privilege)
+    Scenario(run=create_with_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_join_query_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_union_query_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_join_union_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_nested_views_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_target_table_privilege_directly_or_via_role)
+    Scenario(run=create_with_populate_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_populate_source_table_privilege_granted_directly_or_via_role)
+
+@TestScenario
+def create_without_create_view_privilege(self, node=None):
+    """Check that user is unable to create a view without CREATE VIEW privilege.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        with When("I try to create a view without CREATE VIEW privilege as the user"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_create_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with CREATE VIEW privilege, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_create_view_privilege,
+            name="create with create view privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_create_view_privilege,
+            name="create with create view privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_create_view_privilege(self, grant_target_name, user_name, node=None):
+    """Check that user is able to create a view with the granted privileges.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I grant the CREATE VIEW privilege"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+        with Then("I try to create a view without privilege as the user"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Then("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_revoked_create_view_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to create view after the CREATE VIEW privilege is revoked, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_revoked_create_view_privilege,
+            name="create with create view privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_revoked_create_view_privilege,
+            name="create with create view privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_revoked_create_view_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke CREATE VIEW privilege and check the user is unable to create a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with When("I grant CREATE VIEW privilege"):
+        node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+    with And("I revoke CREATE VIEW privilege"):
+        node.query(f"REVOKE CREATE VIEW ON {view_name} FROM {grant_target_name}")
+
+    with Then("I try to create a view on the table as the user"):
+        node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1", settings = [("user", f"{user_name}")],
+            exitcode=exitcode, message=message)
+
+@TestScenario
+def create_without_source_table_privilege(self, node=None):
+    """Check that user is unable to create a view without select
+    privilege on the source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        with user(node, f"{user_name}"):
+            with When("I grant CREATE VIEW privilege to a user"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {user_name}")
+
+            with Then("I try to create a view without select privilege on the table"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table_name}", settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that a user is able to create a view if and only if the user has create view privilege and
+    select privilege on the source table, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_source_table_privilege,
+            name="create with create view and select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_source_table_privilege,
+            name="create with create view and select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Check that user is unable to create a view without SELECT privilege on the source table.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+            with And("I grant SELECT privilege"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with And("I try to create a view on the table as the user"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table_name}", settings = [("user", f"{user_name}")])
+
+            with Then("I check the view"):
+                output = node.query(f"SELECT count(*) FROM {view_name}").output
+                assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view where the stored query has two subqueries
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_subquery,
+            name="create with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_subquery,
+            name="create with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to CREATE VIEW as the user with create privilege"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")],
+                     exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view where the stored query includes a `JOIN` statement
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_join_query,
+            name="create with join query, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_join_query,
+            name="create with join query, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_join_query(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table0_name} JOIN {table1_name} USING d"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Then("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_union_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view where the stored query includes a `UNION ALL` statement
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_union_query,
+            name="create with union query, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_union_query,
+            name="create with union query, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_union_query(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table0_name} UNION ALL SELECT * FROM {table1_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_join_union_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with a stored query that includes `UNION ALL`, `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all of the tables, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_join_union_subquery,
+            name="create with join union subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_join_union_subquery,
+            name="create with join union subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_join_union_subquery(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    table4_name = f"table4_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT y FROM {table0_name} JOIN {table1_name} USING y UNION ALL SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table3_name} WHERE y IN (SELECT y FROM {table4_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name},{table4_name}"):
+        with user(node, f"{user_name}"):
+            try:
+                with When("I grant CREATE VIEW privilege"):
+                    node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+                with Then("I attempt to create view as the user with CREATE VIEW privilege"):
+                    node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name),
+                        settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+                for permutation in permutations(table_count=5):
+                    with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table3_name, table4_name) as tables_granted:
+                        with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                            with Given("I don't have a view"):
+                                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                            with Then("I attempt to create a view as the user"):
+                                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name),
+                                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+                with When("I grant select on all tables"):
+                    with grant_select_on_table(node, max(permutations(table_count=5))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name),
+                                settings = [("user", f"{user_name}")])
+
+            finally:
+                with Finally("I drop the view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+
+def create_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with a stored query that includes other views if and only if
+    they have SELECT privilege on all the views and the source tables for those views.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_nested_views,
+            name="create with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_nested_views,
+            name="create with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant SELECT and CREATE VIEW privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    view3_name = f"view3_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE MATERIALIZED VIEW {view3_name} ENGINE = Memory AS SELECT y FROM {table3_name} UNION ALL SELECT y FROM {view2_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE MATERIALIZED VIEW {view0_name} ENGINE = Memory AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view1_name} ENGINE = Memory AS SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {view0_name} WHERE y<2)")
+                node.query(f"CREATE MATERIALIZED VIEW {view2_name} ENGINE = Memory AS SELECT y FROM {table2_name} JOIN {view1_name} USING y")
+
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view3_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user with CREATE VIEW privilege"):
+                node.query(create_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                    settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,2,3,7,11,15,31,39,79,95],permutations(table_count=7))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view2_name, table3_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=7))+1, grant_target_name, view0_name, view1_name, view2_name, table0_name, table1_name, table2_name, table3_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                            settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view3", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestScenario
+def create_with_target_table_privilege_directly_or_via_role(self, node=None):
+    """Check that user is able to create a materialized view with a target table if and only if
+    the user has CREATE VIEW privilege and SELECT and INSERT privileges on the target table.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_target_table,
+            name="create with target table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_target_table,
+            name="create with target table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_target_table(self, grant_target_name, user_name, node=None):
+    """Check that user is unable to create a view without INSERT and SELECT privileges and is able to once both are granted.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table_name} AS SELECT 1",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT on the target table"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+            with Then("I attempt to create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table_name} AS SELECT 1",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I revoke SELECT on the target table"):
+                node.query(f"REVOKE SELECT ON {table_name} FROM {grant_target_name}")
+            with And("I grant INSERT privilege on the target table"):
+                node.query(f"GRANT INSERT ON {table_name} TO {grant_target_name}")
+            with Then("I attempt to create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table_name} AS SELECT 1",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT on the target table"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+            with Then("I successfully create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table_name} AS SELECT 1",
+                    settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_populate_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with POPULATE specified if and only if
+    they have CREATE VIEW and INSERT privileges for the view, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_populate,
+            name="create with populate privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_populate,
+            name="create with populate privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_populate(self, user_name, grant_target_name, node=None):
+    """Check that user is only able to create the view after INSERT privilege is granted.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I grant CREATE VIEW privilege"):
+            node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+        with Then("I attempt to create a view as the user"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory POPULATE AS SELECT 1",
+                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+        with When("I grant INSERT privilege on the view"):
+            node.query(f"GRANT INSERT ON {view_name} TO {grant_target_name}")
+        with Given("I don't have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+        with Then("I attempt to create a view as the user"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory POPULATE AS SELECT 1",
+                settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_populate_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with POPULATE and a source table specified if and only if
+    they have CREATE VIEW and INSERT privileges for the view, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_populate_source_table,
+            name="create with populate and source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_populate_source_table,
+            name="create with populate and source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_populate_source_table(self, user_name, grant_target_name, node=None):
+    """Check that user is only able to create the view after INSERT privilege is granted.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory POPULATE AS SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT privilege on the source table"):
+                node.query(f"GRANT SELECT ON {table_name} TO {user_name}")
+            with Then("I attempt to create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory POPULATE AS SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant INSERT privilege on the view"):
+                node.query(f"GRANT INSERT ON {view_name} TO {grant_target_name}")
+            with Given("I don't have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+            with Then("I attempt to create a view as the user"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory POPULATE AS SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Select("1.0"),
+)
+def select(self, node=None):
+    """Test the RBAC functionality of the `SELECT FROM materialized view` command
+    """
+    Scenario(run=select_without_select_privilege)
+    Scenario(run=select_with_select_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_select_privilege_revoked_directly_or_from_role)
+    Scenario(run=select_without_source_table_privilege)
+    Scenario(run=select_with_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_join_query_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_union_query_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_join_union_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_nested_views_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_privilege_granted_directly_or_via_role_without_target_table_privilege)
+
+@TestScenario
+def select_without_select_privilege(self, node=None):
+    """Check that user is unable to select on a view without view SELECT privilege.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        try:
+            with When("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+            with Then("I try to select from view without privilege as the user"):
+                node.query(f"SELECT * FROM {view_name}", settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_select_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view if and only if they have select privilege on that view, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_select_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege on a view and check the user is able to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+        with And("I grant SELECT privilege for the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+
+        with Then("I attempt to select from view with privilege as the user"):
+            output = node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")]).output
+            assert output == '1', error()
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_select_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to select from a view if their SELECT privilege is revoked, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_revoked_select_privilege(self, user_name, grant_target_name, node=None):
+    """Grant and revoke SELECT privilege on a view and check the user is unable to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+        with And("I grant SELECT privilege for the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+        with And("I revoke SELECT privilege for the view"):
+            node.query(f"REVOKE SELECT ON {view_name} FROM {grant_target_name}")
+
+        with Then("I attempt to select from view with privilege as the user"):
+            node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_without_source_table_privilege(self, node=None):
+    """Check that user is unable to select from a view without SELECT privilege for the source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+         with user(node, f"{user_name}"):
+            try:
+                with When("I create a view from the source table"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table_name}")
+
+                with And("I grant view select privilege to the user"):
+                    node.query(f"GRANT SELECT ON {view_name} TO {user_name}")
+                with Then("I attempt to select from view without privilege on the source table"):
+                    node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")],
+                        exitcode=exitcode, message=message)
+
+            finally:
+                with Finally("I drop the view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view, with source table in the stored query, if and only if
+    the user has SELECT privilege for the view and the source table, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_source_table_privilege,
+            name="select with source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_source_table_privilege,
+            name="select with source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege on view and the source table for that view and check the user is able to SELECT from the view.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view with a source table"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table_name}")
+
+            with And("I grant select privileges"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with Then("I check the user is able to select from the view"):
+                output = node.query(f"SELECT count(*) FROM {view_name}", settings = [("user", f"{user_name}")]).output
+                assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query has two subqueries if and only if
+    the user has SELECT privilege for that view and all tables, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_subquery,
+            name="select with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_subquery,
+            name="select with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with Given("I have a view with a subquery"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Then("I attempt to select from a view as the user"):
+                        output = node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")]).output
+                        assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query includes a `JOIN` statement if and only if
+    the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_join_query,
+            name="select with join, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_join_query,
+            name="select with join, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_join_query(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a JOIN statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table0_name} JOIN {table1_name} USING d")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_union_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query includes a `UNION ALL` statement if and only if
+    the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_union_query,
+            name="select with union, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_union_query,
+            name="select with union, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_union_query(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a UNION statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table0_name} UNION ALL SELECT * FROM {table1_name}")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_join_union_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view with a stored query that includes `UNION ALL`, `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_join_union_subquery,
+            name="select with join union subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_join_union_subquery,
+            name="select with join union subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_join_union_subquery(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    table4_name = f"table4_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name},{table4_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT y FROM {table0_name} JOIN {table1_name} USING y UNION ALL SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table3_name} WHERE y IN (SELECT y FROM {table4_name} WHERE y<2))")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=5):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=5))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view with a stored query that includes other views if and only if
+    the user has SELECT privilege on all of the views and the source tables for those views, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_nested_views,
+            name="select with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_nested_views,
+            name="select with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on views and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    view3_name = f"view3_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view3_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE VIEW {view0_name} AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE VIEW {view1_name} AS SELECT y FROM {view0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y<2)")
+                node.query(f"CREATE VIEW {view2_name} AS SELECT y FROM {view1_name} JOIN {table2_name} USING y")
+                node.query(f"CREATE VIEW {view3_name} AS SELECT y FROM {view2_name} UNION ALL SELECT y FROM {table3_name}")
+
+            with Then("I attempt to select from a view as the user"):
+                node.query(select_view_query.format(view3_name=view3_name),
+                    settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,3,5,7,13,15,23,31,45,63,95,127,173,237,247,253],permutations(table_count=8))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view3_name, table3_name, view2_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view3_name=view3_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=8))+1, grant_target_name, view0_name, view1_name, view2_name, view3_name, table0_name, table1_name, table2_name, table3_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view3_name=view3_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view3", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestScenario
+def select_with_privilege_granted_directly_or_via_role_without_target_table_privilege(self, node=None):
+    """Check that user is able to select from a materialized view without target table SELECT privilege.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_without_target_table_privilege,
+            name="select without target table privilege, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_without_target_table_privilege,
+            name="select without target table privilege, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_without_target_table_privilege(self, grant_target_name, user_name, node=None):
+    """GRANT the user SELECT privilege on the view and check the user is able to successfully SELECT from the view without target table privilege.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table_name} AS SELECT 1")
+        with When("I grant SELECT privilege on the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+        with Then("I attempt to select from a view as the user"):
+            node.query(f"SELECT * FROM {view_name}", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+
+@TestSuite
+def select_from_tables(self, node=None):
+    """Testing RBAC functionality of SELECT for tables related to materialized views - target tables, source tables.
+    """
+    Scenario(run=select_from_implicit_target_table_privilege_granted_directly_or_via_role)
+    Scenario(run=select_from_explicit_target_table_privilege_granted_directly_or_via_role)
+    Scenario(run=select_from_source_table_privilege_granted_directly_or_via_role)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Select_TargetTable("1.0")
+)
+def select_from_implicit_target_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to SELECT from the implicit target table created from a materialized view
+    if they have SELECT privilege on that table.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_from_implicit_target_table,
+            name="select from implicit target table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_from_implicit_target_table,
+            name="select from implicit target table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_from_implicit_target_table(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the implicit target table and check the user is able to SELECT only if they have SELECT privilege on the table.
+    """
+    view_name = f"view_{getuid()}"
+    implicit_table_name = f"\\\".inner.{view_name}\\\""
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+        with Then("I attempt to SELECT from the implicit target table as the user"):
+            node.query(f"SELECT * FROM {implicit_table_name}",
+                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+        with When("I grant SELECT privilege on the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+        with Then("I attempt to SELECT from the implicit target table as the user"):
+            node.query(f"SELECT * FROM {implicit_table_name}",
+                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+        with When("I grant SELECT privilege on the target table"):
+            node.query(f"GRANT SELECT ON {implicit_table_name} TO {grant_target_name}")
+        with Then("I attempt to SELECT from the implicit target table as the user"):
+            node.query(f"SELECT * FROM {implicit_table_name}",
+                settings = [("user", f"{user_name}")])
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Select_TargetTable("1.0")
+)
+def select_from_explicit_target_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to SELECT from the explicit target table created from a materialized view
+    if they have SELECT privilege on that table.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_from_explicit_target_table,
+            name="select from explicit target table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_from_explicit_target_table,
+            name="select from explicit target table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_from_explicit_target_table(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the explicit target table and check the user is able to SELECT only if they have SELECT privilege on the table.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table_name} AS SELECT 1")
+
+            with Then("I attempt to SELECT from the explicit target table as the user"):
+                node.query(f"SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT privilege on the view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to SELECT from the explicit target table as the user"):
+                node.query(f"SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT privilege on the target table"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+            with Then("I attempt to SELECT from the explicit target table as the user"):
+                node.query(f"SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Select_SourceTable("1.0")
+)
+def select_from_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to SELECT from the source table of a materialized view
+    if they have SELECT privilege on that table.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_from_source_table,
+            name="select from source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_from_source_table,
+            name="select from source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_from_source_table(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the source table and check the user is able to SELECT only if they have SELECT privilege on the table.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table_name}")
+
+            with Then("I attempt to SELECT from the source table as the user"):
+                node.query(f"SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT privilege on the view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to SELECT from the implicit target table as the user"):
+                node.query(f"SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant SELECT privilege on the target table"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+            with Then("I attempt to SELECT from the implicit target table as the user"):
+                node.query(f"SELECT * FROM {table_name}",
+                    settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Drop("1.0"),
+)
+def drop(self, node=None):
+    """Test the RBAC functionality of the `DROP VIEW` command.
+    """
+    Scenario(run=drop_with_privilege_granted_directly_or_via_role)
+    Scenario(run=drop_with_revoked_privilege_revoked_directly_or_from_role)
+
+@TestScenario
+def drop_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to drop view with DROP VIEW privilege if the user has privilege directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=drop_with_privilege,
+            name="drop privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=drop_with_privilege,
+            name="drop privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def drop_with_privilege(self, grant_target_name, user_name, node=None):
+    """Grant DROP VIEW privilege and check the user is able to successfully drop a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.table_does_not_exist(name=f"default.{view_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+        with When("I grant DROP VIEW privilege"):
+            node.query(f"GRANT DROP VIEW ON {view_name} TO {grant_target_name}")
+
+        with And("I drop the view as the user"):
+            node.query(f"DROP VIEW {view_name}", settings = [("user",f"{user_name}")])
+
+        with Then("I check the table does not exist"):
+            node.query(f"SELECT * FROM {view_name}", exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def drop_with_revoked_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to drop view with DROP VIEW privilege revoked directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=drop_with_revoked_privilege,
+            name="drop privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=drop_with_revoked_privilege,
+            name="drop privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def drop_with_revoked_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke DROP VIEW privilege and check the user is unable to DROP a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+        with When("I grant DROP VIEW privilege"):
+            node.query(f"GRANT DROP VIEW ON {view_name} TO {grant_target_name}")
+
+        with And("I revoke DROP VIEW privilege"):
+            node.query(f"REVOKE DROP VIEW ON {view_name} FROM {grant_target_name}")
+
+        with Then("I drop the view as the user"):
+            node.query(f"DROP VIEW {view_name}", settings = [("user",f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_ModifyQuery("1.0"),
+)
+def modify_query(self, node=None):
+    """Test the RBAC functionality of the `MODIFY QUERY` command.
+    """
+    if node is None:
+        node = self.context.node
+
+    with allow_experimental_alter_materialized_view_structure(node):
+        Scenario(run=modify_query_with_privilege_granted_directly_or_via_role)
+        Scenario(run=modify_query_with_privilege_revoked_directly_or_from_role)
+        Scenario(run=modify_query_without_source_table_privilege)
+        Scenario(run=modify_query_with_source_table_privilege_granted_directly_or_via_role)
+        Scenario(run=modify_query_with_subquery_privilege_granted_directly_or_via_role)
+        Scenario(run=modify_query_with_join_query_privilege_granted_directly_or_via_role)
+        Scenario(run=modify_query_with_union_query_privilege_granted_directly_or_via_role)
+        Scenario(run=modify_query_with_join_union_subquery_privilege_granted_directly_or_via_role)
+        Scenario(run=modify_query_with_nested_views_privilege_granted_directly_or_via_role)
+
+@TestScenario
+def modify_query_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify view with MODIFY QUERY if the user has privilege directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_privilege,
+            name="modify query privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_privilege,
+            name="modify query privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestScenario
+def modify_query_with_privilege(self, grant_target_name, user_name, node=None):
+    """Grant MODIFY QUERY and check that user is able to execute it.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+        with When("I grant MODIFY QUERY privilege"):
+            node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+
+        with Then("I modify the view query as the user"):
+            node.query(f"ALTER TABLE {view_name} MODIFY QUERY SELECT 2", settings = [("user",f"{user_name}")])
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to modify the view query with MODIFY QUERY if the privilege has been revoked, directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_revoked_privilege,
+            name="modify query privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_revoked_privilege,
+            name="modify query privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestScenario
+def modify_query_with_revoked_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke MODIFY QUERY and check that user is unable to modify the view query.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+        with When("I grant MODIFY QUERY privilege"):
+            node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+        with And("I revoke MODIFY QUERY privilege"):
+            node.query(f"REVOKE ALTER VIEW MODIFY QUERY ON {view_name} FROM {grant_target_name}")
+
+        with Then("I modify the view query as the user"):
+            node.query(f"ALTER TABLE {view_name} MODIFY QUERY SELECT 2", settings = [("user",f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_without_source_table_privilege(self, node=None):
+    """Check that user is unable to modify the view query to have a source table in the stored query
+    without SELECT privilege for the new source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+         with user(node, f"{user_name}"):
+            try:
+                with When("I create a view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+                with And("I grant view MODIFY QUERY privilege to the user"):
+                    node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {user_name}")
+                with Then("I attempt to use MODIFY QUERY on the view without privilege on the source table"):
+                    node.query(f"ALTER TABLE {view_name} MODIFY QUERY SELECT * FROM {table_name}", settings = [("user",f"{user_name}")],
+                        exitcode=exitcode, message=message)
+
+            finally:
+                with Finally("I drop the view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify the view query to have a source table in the stored query, if and only if
+    the user has SELECT privilege for the view and the source table, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_source_table_privilege,
+            name="modify query with source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_source_table_privilege,
+            name="modify query with source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def modify_query_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Grant MODIFY QUERY privilege on view and SELECT privilege on the new source table and check the user is able to modify the view query.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view with a source table"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+            with And("I grant view MODIFY QUERY privilege"):
+                node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+            with And("I grant table SELECT privilege"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with Then("I check the user is able to modify the view query"):
+                node.query(f"ALTER TABLE {view_name} MODIFY QUERY SELECT * FROM {table_name}", settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify the view query to use a query with two subqueries if and only if
+    the user has MODIFY QUERY privilege for that view and SELECT for all the tables, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_subquery,
+            name="modify query with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_subquery,
+            name="modify query with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def modify_query_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant MODIFY QUERY on the view and SELECT on tables included in the MODIFY QUERY statement and check the user is able to modify the view query
+    if and only if they have SELECT privilege on all of the tables.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    modify_query_view_query = "ALTER TABLE {view_name} MODIFY QUERY SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with Given("I have a view with a subquery"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+            with When("I grant MODIFY QUERY privilege on view"):
+                node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to modify the view query as the user"):
+                node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to modify the view query as the user"):
+                            node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Then("I attempt to modify the view query as the user"):
+                        output = node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")]).output
+                        assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify the view query to use a query that includes a `JOIN` statement if and only if
+    the user has SELECT privilege on all the tables and MODIFY QUERY privilege on the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_join_query,
+            name="modify query with join, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_join_query,
+            name="modify query with join, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def modify_query_with_join_query(self, user_name, grant_target_name, node=None):
+    """Grant MODIFY QUERY on the view and SELECT on the tables in the modified query and check the user is able to modify the view query to
+    use a `JOIN` statement if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    modify_query_view_query = "ALTER TABLE {view_name} MODIFY QUERY  SELECT * FROM {table0_name} JOIN {table1_name} USING d"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a JOIN statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+            with When("I grant MODIFY QUERY privilege on view"):
+                node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to modify the view query as the user"):
+                node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to modify the view query as the user"):
+                            node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to modify the view query as the user"):
+                        node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_union_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify the view query to include a `UNION ALL` statement if and only if
+    the user has SELECT privilege on all the tables and MODIFY QUERY on the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_union_query,
+            name="modify query with union, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_union_query,
+            name="modify query with union, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def modify_query_with_union_query(self, user_name, grant_target_name, node=None):
+    """Grant MODIFY QUERY on the view and SELECT on the tables in the stored query and check the user is able modify the view query if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    modify_query_view_query = "ALTER TABLE {view_name} MODIFY QUERY SELECT * FROM {table0_name} UNION ALL SELECT * FROM {table1_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a UNION statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+            with When("I grant MODIFY QUERY privilege on view"):
+                node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to modify the view query as the user"):
+                node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to modify the view query as the user"):
+                            node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to modify the view query as the user"):
+                        node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_join_union_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify the view query to include `UNION ALL`, `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_join_union_subquery,
+            name="modify query with join union subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_join_union_subquery,
+            name="modify query with join union subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def modify_query_with_join_union_subquery(self, grant_target_name, user_name, node=None):
+    """Grant MODIFY QUERY on the view and SELECT on tables in the modify query and check the user is able modify the view query
+    if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    table4_name = f"table4_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    modify_query_view_query = "ALTER TABLE {view_name} MODIFY QUERY SELECT y FROM {table0_name} JOIN {table1_name} USING y UNION ALL SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table3_name} WHERE y IN (SELECT y FROM {table4_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name},{table4_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT 1")
+
+            with When("I grant MODIFY QUERY privilege on view"):
+                node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to modify the view query as the user"):
+                node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name), settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=5):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to modify the view query as the user"):
+                            node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=5))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name):
+                    with Then("I attempt to modify the view query as the user"):
+                        node.query(modify_query_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def modify_query_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to modify the view query to include other views if and only if
+    the user has MODIFY QUERY privilege on the view SELECT privilege on all of the views and the source tables for those views, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=modify_query_with_nested_views,
+            name="modify query with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=modify_query_with_nested_views,
+            name="modify query with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def modify_query_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant MODIFY QUERY on view and SELECT on the tables and views in the modified query and check the user is able to modify the view query
+    if and only if they have SELECT privilege on all of them.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    view3_name = f"view3_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    modify_query_view_query = "ALTER TABLE {view3_name} MODIFY QUERY SELECT y FROM {view2_name} UNION ALL SELECT y FROM {table3_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE VIEW {view0_name} AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE VIEW {view1_name} AS SELECT y FROM {view0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y<2)")
+                node.query(f"CREATE VIEW {view2_name} AS SELECT y FROM {view1_name} JOIN {table2_name} USING y")
+                node.query(f"CREATE VIEW {view3_name} AS SELECT 1")
+
+            with When("I grant MODIFY QUERY privilege on view"):
+                node.query(f"GRANT ALTER VIEW MODIFY QUERY ON {view3_name} TO {grant_target_name}")
+            with Then("I attempt to modify the view query as the user"):
+                node.query(modify_query_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,2,3,7,11,15,31,39,79,95],permutations(table_count=7))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view2_name, table3_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to modify the view query as the user"):
+                            node.query(modify_query_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=7))+1, grant_target_name, view0_name, view1_name, view2_name, table0_name, table1_name, table2_name, table3_name):
+                    with Then("I attempt to modify the view query as the user"):
+                        node.query(modify_query_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view3", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestSuite
+def insert(self, node=None):
+    """Check RBAC functionality of INSERT with materialized views.
+    """
+    Scenario(run=insert_on_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=insert_with_privilege_granted_directly_or_via_role)
+    Scenario(run=insert_on_target_table_privilege_granted_directly_or_via_role)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Insert_SourceTable("1.0"),
+)
+def insert_on_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT on the source table of the materialized view with only INSERT privilege on the source table.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=insert_on_source_table,
+            name="insert on source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=insert_on_source_table,
+            name="insert on source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_on_source_table(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the source table to the user and check they are able to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table0_name} AS SELECT * FROM {table1_name}")
+
+            with When("I grant INSERT on the source table"):
+                node.query(f"GRANT INSERT ON {table1_name} TO {grant_target_name}")
+            with Then("I attempt to insert into the source table"):
+                node.query(f"INSERT INTO {table1_name}(d) VALUES ('01-01-2020')", settings = [("user",f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Insert("1.0"),
+)
+def insert_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT into materialized view if and only if they have INSERT privilege for the view,
+    either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=insert_with_insert_privilege,
+            name="insert on view, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=insert_with_insert_privilege,
+            name="insert on view, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_with_insert_privilege(self, grant_target_name, user_name, node=None):
+    """Grant INSERT and check user is able to INSERT into the materialized view only if they have INSERT privilege for the view.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table0_name} AS SELECT * FROM {table1_name}")
+
+            with When("I grant INSERT on the view"):
+                node.query(f"GRANT INSERT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to insert into the view"):
+                node.query(f"INSERT INTO {view_name}(d) VALUES ('01-01-2020')",
+                    settings = [("user",f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Insert_TargetTable("1.0"),
+)
+def insert_on_target_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT into the target table of a materialized view if and only if they have INSERT privilege for the table,
+    either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=insert_on_target_table,
+            name="insert on target table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=insert_on_target_table,
+            name="insert on target table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_on_target_table(self, grant_target_name, user_name, node=None):
+    """Grant INSERT and check user is able to INSERT into target table.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} TO {table0_name} AS SELECT * FROM {table1_name}")
+
+            with When("I grant INSERT on the target table"):
+                node.query(f"GRANT INSERT ON {table0_name} TO {grant_target_name}")
+            with Then("I attempt to insert into the target table"):
+                node.query(f"INSERT INTO {table0_name}(d) VALUES ('01-01-2020')", settings = [("user",f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+@TestScenario
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView_Insert_TargetTable("1.0"),
+)
+def insert_on_implicit_target_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to INSERT into the implicit target table of a materialized view if and only if they have INSERT privilege for the table,
+    either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=insert_on_target_table,
+            name="insert on implicit target table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=insert_on_target_table,
+            name="insert on implicit target table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def insert_on_target_table(self, grant_target_name, user_name, node=None):
+    """Grant INSERT and check user is able to INSERT into implicit target table.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table0_{getuid()}"
+    implicit_table_name = f"\\\".inner.{view_name}\\\""
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE MATERIALIZED VIEW {view_name} ENGINE = Memory AS SELECT * FROM {table_name}")
+
+            with When("I grant INSERT on the target table"):
+                node.query(f"GRANT INSERT ON {implicit_table_name} TO {grant_target_name}")
+            with Then("I attempt to insert into the target table"):
+                node.query(f"INSERT INTO {implicit_table_name}(d) VALUES ('01-01-2020')", settings = [("user",f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_MaterializedView("1.0"),
+)
+@Name("materialized view")
+def feature(self, stress=None, parallel=None, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    if stress is not None:
+        self.context.stress = stress
+    if parallel is not None:
+        self.context.stress = parallel
+
+    tasks = []
+    pool = Pool(3)
+
+    try:
+        for suite in loads(current_module(), Suite):
+            run_scenario(pool, tasks, suite)
+    finally:
+        join(tasks)
diff --git a/tests/testflows/rbac/tests/views/view.py b/tests/testflows/rbac/tests/views/view.py
new file mode 100755
index 00000000000..60b006324cf
--- /dev/null
+++ b/tests/testflows/rbac/tests/views/view.py
@@ -0,0 +1,1162 @@
+from testflows.core import *
+from testflows.asserts import error
+
+from rbac.requirements import *
+from rbac.helper.common import *
+import rbac.helper.errors as errors
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_View_Create("1.0"),
+)
+def create(self, node=None):
+    """Test the RBAC functionality of the `CREATE VIEW` command.
+    """
+    Scenario(run=create_without_create_view_privilege)
+    Scenario(run=create_with_create_view_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_revoked_create_view_privilege_revoked_directly_or_from_role)
+    Scenario(run=create_without_source_table_privilege)
+    Scenario(run=create_with_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_join_query_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_union_query_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_join_union_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=create_with_nested_views_privilege_granted_directly_or_via_role)
+
+@TestScenario
+def create_without_create_view_privilege(self, node=None):
+    """Check that user is unable to create a view without CREATE VIEW privilege.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        with When("I try to create a view without CREATE VIEW privilege as the user"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1", settings = [("user", f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_create_view_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with CREATE VIEW privilege, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_create_view_privilege,
+            name="create with create view privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_create_view_privilege,
+            name="create with create view privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_create_view_privilege(self, grant_target_name, user_name, node=None):
+    """Check that user is able to create a view with the granted privileges.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I grant the CREATE VIEW privilege"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+        with Then("I try to create a view without privilege as the user"):
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1", settings = [("user", f"{user_name}")])
+
+    finally:
+        with Then("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_revoked_create_view_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to create view after the CREATE VIEW privilege is revoked, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_revoked_create_view_privilege,
+            name="create with create view privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_revoked_create_view_privilege,
+            name="create with create view privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_revoked_create_view_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke CREATE VIEW privilege and check the user is unable to create a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with When("I grant CREATE VIEW privilege"):
+        node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+    with And("I revoke CREATE VIEW privilege"):
+        node.query(f"REVOKE CREATE VIEW ON {view_name} FROM {grant_target_name}")
+
+    with Then("I try to create a view on the table as the user"):
+        node.query(f"CREATE VIEW {view_name} AS SELECT 1", settings = [("user", f"{user_name}")],
+            exitcode=exitcode, message=message)
+
+@TestScenario
+def create_without_source_table_privilege(self, node=None):
+    """Check that user is unable to create a view without select
+    privilege on the source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        with user(node, f"{user_name}"):
+            with When("I grant CREATE VIEW privilege to a user"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {user_name}")
+
+            with Then("I try to create a view without select privilege on the table"):
+                node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table_name}", settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+@TestScenario
+def create_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that a user is able to create a view if and only if the user has create view privilege and
+    select privilege on the source table, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_source_table_privilege,
+            name="create with create view and select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_source_table_privilege,
+            name="create with create view and select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Check that user is unable to create a view without SELECT privilege on the source table.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+
+            with And("I grant SELECT privilege"):
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with And("I try to create a view on the table as the user"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table_name}", settings = [("user", f"{user_name}")])
+
+            with Then("I check the view"):
+                output = node.query(f"SELECT count(*) FROM {view_name}").output
+                assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view where the stored query has two subqueries
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_subquery,
+            name="create with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_subquery,
+            name="create with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE VIEW {view_name} AS SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to CREATE VIEW as the user with create privilege"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")],
+                     exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view where the stored query includes a `JOIN` statement
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_join_query,
+            name="create with join query, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_join_query,
+            name="create with join query, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_join_query(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE VIEW {view_name} AS SELECT * FROM {table0_name} JOIN {table1_name} USING d"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Then("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_union_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view where the stored query includes a `UNION ALL` statement
+    if and only if the user has SELECT privilege on all of the tables,
+    either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_union_query,
+            name="create with union query, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_union_query,
+            name="create with union query, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_union_query(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE VIEW {view_name} AS SELECT * FROM {table0_name} UNION ALL SELECT * FROM {table1_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user"):
+                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")],
+                                exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_join_union_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with a stored query that includes `UNION ALL`, `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all of the tables, either granted directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_join_union_subquery,
+            name="create with join union subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_join_union_subquery,
+            name="create with join union subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_join_union_subquery(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    table4_name = f"table4_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE VIEW {view_name} AS SELECT y FROM {table0_name} JOIN {table1_name} USING y UNION ALL SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table3_name} WHERE y IN (SELECT y FROM {table4_name} WHERE y<2))"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name},{table4_name}"):
+        with user(node, f"{user_name}"):
+            try:
+                with When("I grant CREATE VIEW privilege"):
+                    node.query(f"GRANT CREATE VIEW ON {view_name} TO {grant_target_name}")
+                with Then("I attempt to create view as the user with CREATE VIEW privilege"):
+                    node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name),
+                        settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+                for permutation in permutations(table_count=5):
+                    with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table3_name, table4_name) as tables_granted:
+                        with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                            with Given("I don't have a view"):
+                                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                            with Then("I attempt to create a view as the user"):
+                                node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name),
+                                    settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+                with When("I grant select on all tables"):
+                    with grant_select_on_table(node, max(permutations(table_count=5))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view_name=view_name, table0_name=table0_name, table1_name=table1_name, table2_name=table2_name, table3_name=table3_name, table4_name=table4_name),
+                                settings = [("user", f"{user_name}")])
+
+            finally:
+                with Finally("I drop the view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def create_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to create a view with a stored query that includes other views if and only if
+    they have SELECT privilege on all the views and the source tables for those views.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=create_with_nested_views,
+            name="create with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=create_with_nested_views,
+            name="create with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def create_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant select and create view privileges and check that user is able to create a view
+    if and only if they have all necessary privileges.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    view3_name = f"view3_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    create_view_query = "CREATE VIEW {view3_name} AS SELECT y FROM {table3_name} UNION ALL SELECT y FROM {view2_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE VIEW {view0_name} AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE VIEW {view1_name} AS SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {view0_name} WHERE y<2)")
+                node.query(f"CREATE VIEW {view2_name} AS SELECT y FROM {table2_name} JOIN {view1_name} USING y")
+
+            with When("I grant CREATE VIEW privilege"):
+                node.query(f"GRANT CREATE VIEW ON {view3_name} TO {grant_target_name}")
+            with Then("I attempt to create view as the user with CREATE VIEW privilege"):
+                node.query(create_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                    settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,2,3,7,11,15,31,39,79,95],permutations(table_count=7))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view2_name, table3_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Given("I don't have a view"):
+                            node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                        with Then("I attempt to create a view as the user"):
+                            node.query(create_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=7))+1, grant_target_name, view0_name, view1_name, view2_name, table0_name, table1_name, table2_name, table3_name):
+                    with Given("I don't have a view"):
+                        node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                    with Then("I attempt to create a view as the user"):
+                        node.query(create_view_query.format(view3_name=view3_name, view2_name=view2_name, table3_name=table3_name),
+                            settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view3", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_View_Select("1.0"),
+)
+def select(self, node=None):
+    """Test the RBAC functionality of the `SELECT FROM view` command.
+    """
+    Scenario(run=select_without_select_privilege)
+    Scenario(run=select_with_select_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_select_privilege_revoked_directly_or_from_role)
+    Scenario(run=select_without_source_table_privilege)
+    Scenario(run=select_with_source_table_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_join_query_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_union_query_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_join_union_subquery_privilege_granted_directly_or_via_role)
+    Scenario(run=select_with_nested_views_privilege_granted_directly_or_via_role)
+
+@TestScenario
+def select_without_select_privilege(self, node=None):
+    """Check that user is unable to select on a view without view SELECT privilege.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        try:
+            with When("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+            with Then("I try to select from view without privilege as the user"):
+                node.query(f"SELECT * FROM {view_name}", settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_select_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view if and only if they have select privilege on that view, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_select_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege on a view and check the user is able to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+        with And("I grant SELECT privilege for the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+
+        with Then("I attempt to select from view with privilege as the user"):
+            output = node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")]).output
+            assert output == '1', error()
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_select_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to select from a view if their SELECT privilege is revoked, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_select_privilege,
+            name="select with select privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_revoked_select_privilege(self, user_name, grant_target_name, node=None):
+    """Grant and revoke SELECT privilege on a view and check the user is unable to SELECT from it.
+    """
+    view_name = f"view_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    try:
+        with When("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+        with And("I grant SELECT privilege for the view"):
+            node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+        with And("I revoke SELECT privilege for the view"):
+            node.query(f"REVOKE SELECT ON {view_name} FROM {grant_target_name}")
+
+        with Then("I attempt to select from view with privilege as the user"):
+            node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")],
+                    exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_without_source_table_privilege(self, node=None):
+    """Check that user is unable to select from a view without SELECT privilege for the source table.
+    """
+    user_name = f"user_{getuid()}"
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+         with user(node, f"{user_name}"):
+            try:
+                with When("I create a view from the source table"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+                    node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table_name}")
+
+                with And("I grant view select privilege to the user"):
+                    node.query(f"GRANT SELECT ON {view_name} TO {user_name}")
+                with Then("I attempt to select from view without privilege on the source table"):
+                    node.query(f"SELECT count(*) FROM {view_name}", settings = [("user",f"{user_name}")],
+                        exitcode=exitcode, message=message)
+
+            finally:
+                with Finally("I drop the view"):
+                    node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_source_table_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view, with source table in the stored query, if and only if
+    the user has SELECT privilege for the view and the source table, either directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_source_table_privilege,
+            name="select with source table, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_source_table_privilege,
+            name="select with source table, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_source_table_privilege(self, user_name, grant_target_name, node=None):
+    """Grant SELECT privilege on view and the source table for that view and check the user is able to SELECT from the view.
+    """
+    view_name = f"view_{getuid()}"
+    table_name = f"table_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table_name}"):
+        try:
+            with Given("I have a view with a source table"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table_name}")
+
+            with And("I grant select privileges"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+                node.query(f"GRANT SELECT ON {table_name} TO {grant_target_name}")
+
+            with Then("I check the user is able to select from the view"):
+                output = node.query(f"SELECT count(*) FROM {view_name}", settings = [("user", f"{user_name}")]).output
+                assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query has two subqueries if and only if
+    the user has SELECT privilege for that view and all tables, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_subquery,
+            name="select with subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_subquery,
+            name="select with subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_subquery(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name}"):
+        try:
+            with Given("I have a view with a subquery"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table2_name} WHERE y<2))")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=3):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=3))+1, grant_target_name, table0_name, table1_name, table2_name):
+                    with Then("I attempt to select from a view as the user"):
+                        output = node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")]).output
+                        assert output == '0', error()
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_join_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query includes a `JOIN` statement if and only if
+    the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_join_query,
+            name="select with join, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_join_query,
+            name="select with join, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_join_query(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a JOIN statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table0_name} JOIN {table1_name} USING d")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_union_query_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view where the stored query includes a `UNION ALL` statement if and only if
+    the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_union_query,
+            name="select with union, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_union_query,
+            name="select with union, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_union_query(self, user_name, grant_target_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name}"):
+        try:
+            with Given("I have a view with a UNION statement"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT * FROM {table0_name} UNION ALL SELECT * FROM {table1_name}")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=2):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=2))+1, grant_target_name, table0_name, table1_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_join_union_subquery_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view with a stored query that includes `UNION ALL`, `JOIN` and two subqueries
+    if and only if the user has SELECT privilege on all the tables and the view, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_join_union_subquery,
+            name="select with join union subquery, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_join_union_subquery,
+            name="select with join union subquery, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_join_union_subquery(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on the view and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view_name = f"view_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    table4_name = f"table4_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name},{table4_name}"):
+        try:
+            with Given("I have a view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+                node.query(f"CREATE VIEW {view_name} AS SELECT y FROM {table0_name} JOIN {table1_name} USING y UNION ALL SELECT y FROM {table1_name} WHERE y IN (SELECT y FROM {table3_name} WHERE y IN (SELECT y FROM {table4_name} WHERE y<2))")
+
+            with When("I grant SELECT privilege on view"):
+                node.query(f"GRANT SELECT ON {view_name} TO {grant_target_name}")
+            with Then("I attempt to select from the view as the user"):
+                node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in permutations(table_count=5):
+                with grant_select_on_table(node, permutation, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all tables"):
+                with grant_select_on_table(node, max(permutations(table_count=5))+1, grant_target_name, table0_name, table1_name, table2_name, table3_name, table4_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view_name=view_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the view"):
+                node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def select_with_nested_views_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to select from a view with a stored query that includes other views if and only if
+    the user has select privilege on all of the views and the source tables for those views, either directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=select_with_nested_views,
+            name="select with nested views, privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=select_with_nested_views,
+            name="select with nested views, privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def select_with_nested_views(self, grant_target_name, user_name, node=None):
+    """Grant SELECT on views and tables in the stored query and check the user is able to SELECT if and only if they have SELECT privilege on all of them.
+    """
+    view0_name = f"view0_{getuid()}"
+    view1_name = f"view1_{getuid()}"
+    view2_name = f"view2_{getuid()}"
+    view3_name = f"view3_{getuid()}"
+    table0_name = f"table0_{getuid()}"
+    table1_name = f"table1_{getuid()}"
+    table2_name = f"table2_{getuid()}"
+    table3_name = f"table3_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+    select_view_query = "SELECT count(*) FROM {view3_name}"
+
+    if node is None:
+        node = self.context.node
+    with table(node, f"{table0_name},{table1_name},{table2_name},{table3_name}"):
+        try:
+            with Given("I have some views"):
+                node.query(f"CREATE VIEW {view0_name} AS SELECT y FROM {table0_name}")
+                node.query(f"CREATE VIEW {view1_name} AS SELECT y FROM {view0_name} WHERE y IN (SELECT y FROM {table1_name} WHERE y<2)")
+                node.query(f"CREATE VIEW {view2_name} AS SELECT y FROM {view1_name} JOIN {table2_name} USING y")
+                node.query(f"CREATE VIEW {view3_name} AS SELECT y FROM {view2_name} UNION ALL SELECT y FROM {table3_name}")
+
+            with Then("I attempt to select from a view as the user"):
+                node.query(select_view_query.format(view3_name=view3_name),
+                    settings = [("user",f"{user_name}")], exitcode=exitcode, message=message)
+
+            for permutation in ([0,1,3,5,7,13,15,23,31,45,63,95,127,173,237,247,253],permutations(table_count=8))[self.context.stress]:
+                with grant_select_on_table(node, permutation, grant_target_name, view3_name, table3_name, view2_name, view1_name, table2_name, view0_name, table1_name, table0_name) as tables_granted:
+                    with When(f"permutation={permutation}, tables granted = {tables_granted}"):
+                        with Then("I attempt to select from a view as the user"):
+                            node.query(select_view_query.format(view3_name=view3_name),
+                                settings = [("user", f"{user_name}")], exitcode=exitcode, message=message)
+
+            with When("I grant select on all views"):
+                with grant_select_on_table(node, max(permutations(table_count=8))+1, grant_target_name, view0_name, view1_name, view2_name, view3_name, table0_name, table1_name, table2_name, table3_name):
+                    with Then("I attempt to select from a view as the user"):
+                        node.query(select_view_query.format(view3_name=view3_name), settings = [("user", f"{user_name}")])
+
+        finally:
+            with Finally("I drop the views"):
+                with When("I drop view0", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view3_name}")
+                with And("I drop view1", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view2_name}")
+                with And("I drop view2", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view1_name}")
+                with And("I drop view3", flags=TE):
+                    node.query(f"DROP VIEW IF EXISTS {view0_name}")
+
+@TestSuite
+@Requirements(
+    RQ_SRS_006_RBAC_View_Drop("1.0"),
+)
+def drop(self, node=None):
+    """Test the RBAC functionality of the `DROP VIEW` command.
+    """
+    Scenario(run=drop_with_privilege_granted_directly_or_via_role)
+    Scenario(run=drop_with_revoked_privilege_revoked_directly_or_from_role)
+
+@TestScenario
+
+def drop_with_privilege_granted_directly_or_via_role(self, node=None):
+    """Check that user is able to drop view with DROP VIEW privilege if the user has privilege directly or through a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=drop_with_privilege,
+            name="drop privilege granted directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=drop_with_privilege,
+            name="drop privilege granted through a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def drop_with_privilege(self, grant_target_name, user_name, node=None):
+    """Grant DROP VIEW privilege and check the user is able to successfully drop a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.table_does_not_exist(name=f"default.{view_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+        with When("I grant DROP VIEW privilege"):
+            node.query(f"GRANT DROP VIEW ON {view_name} TO {grant_target_name}")
+
+        with And("I drop the view as the user"):
+            node.query(f"DROP VIEW {view_name}", settings = [("user",f"{user_name}")])
+
+        with Then("I check the table does not exist"):
+            node.query(f"SELECT * FROM {view_name}", exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestScenario
+def drop_with_revoked_privilege_revoked_directly_or_from_role(self, node=None):
+    """Check that user is unable to drop view with DROP VIEW privilege revoked directly or from a role.
+    """
+    user_name = f"user_{getuid()}"
+    role_name = f"role_{getuid()}"
+
+    if node is None:
+        node = self.context.node
+    with user(node, f"{user_name}"):
+        Scenario(test=drop_with_revoked_privilege,
+            name="drop privilege revoked directly")(grant_target_name=user_name, user_name=user_name)
+
+    with user(node, f"{user_name}"), role(node, f"{role_name}"):
+        with When("I grant the role to the user"):
+            node.query(f"GRANT {role_name} TO {user_name}")
+        Scenario(test=drop_with_revoked_privilege,
+            name="drop privilege revoked from a role")(grant_target_name=role_name, user_name=user_name)
+
+@TestOutline
+def drop_with_revoked_privilege(self, grant_target_name, user_name, node=None):
+    """Revoke DROP VIEW privilege and check the user is unable to DROP a view.
+    """
+    view_name = f"view_{getuid()}"
+    exitcode, message = errors.not_enough_privileges(name=f"{user_name}")
+
+    if node is None:
+        node = self.context.node
+    try:
+        with Given("I have a view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+            node.query(f"CREATE VIEW {view_name} AS SELECT 1")
+
+        with When("I grant DROP VIEW privilege"):
+            node.query(f"GRANT DROP VIEW ON {view_name} TO {grant_target_name}")
+
+        with And("I revoke DROP VIEW privilege"):
+            node.query(f"REVOKE DROP VIEW ON {view_name} FROM {grant_target_name}")
+
+        with Then("I drop the view as the user"):
+            node.query(f"DROP VIEW {view_name}", settings = [("user",f"{user_name}")],
+                exitcode=exitcode, message=message)
+
+    finally:
+        with Finally("I drop the view"):
+            node.query(f"DROP VIEW IF EXISTS {view_name}")
+
+@TestFeature
+@Requirements(
+    RQ_SRS_006_RBAC_View("1.0"),
+)
+@Name("view")
+def feature(self, stress=None, parallel=None, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    if stress is not None:
+        self.context.stress = stress
+    if parallel is not None:
+        self.context.stress = parallel
+
+    tasks = []
+    pool = Pool(3)
+
+    try:
+        try:
+            for suite in loads(current_module(), Suite):
+                run_scenario(pool, tasks, suite)
+        finally:
+            join(tasks)
+    finally:
+        pool.close()
diff --git a/tests/testflows/regression.py b/tests/testflows/regression.py
index a80ae7fc07b..0e9a821cae0 100755
--- a/tests/testflows/regression.py
+++ b/tests/testflows/regression.py
@@ -9,14 +9,15 @@ from helpers.argparser import argparser
 @TestModule
 @Name("clickhouse")
 @ArgumentParser(argparser)
-def regression(self, local, clickhouse_binary_path):
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
     """ClickHouse regression.
     """
-    args = {"local": local, "clickhouse_binary_path": clickhouse_binary_path}
+    args = {"local": local, "clickhouse_binary_path": clickhouse_binary_path, "stress": stress, "parallel": parallel}
 
     Feature(test=load("example.regression", "regression"))(**args)
     Feature(test=load("ldap.regression", "regression"))(**args)
     Feature(test=load("rbac.regression", "regression"))(**args)
+    Feature(test=load("aes_encryption.regression", "regression"))(**args)
 
 if main():
     regression()
diff --git a/tests/ubsan_suppressions.txt b/tests/ubsan_suppressions.txt
new file mode 100644
index 00000000000..c29da437a11
--- /dev/null
+++ b/tests/ubsan_suppressions.txt
@@ -0,0 +1,3 @@
+# Suppress some failures in contrib so that we can enable UBSan in CI.
+# Ideally, we should report these upstream.
+src:*/contrib/openssl/*
\ No newline at end of file
diff --git a/utils/CMakeLists.txt b/utils/CMakeLists.txt
index b4408a298c3..0987d64abed 100644
--- a/utils/CMakeLists.txt
+++ b/utils/CMakeLists.txt
@@ -30,6 +30,7 @@ if (NOT DEFINED ENABLE_UTILS OR ENABLE_UTILS)
     add_subdirectory (checksum-for-compressed-block)
     add_subdirectory (db-generator)
     add_subdirectory (wal-dump)
+    add_subdirectory (check-mysql-binlog)
 endif ()
 
 if (ENABLE_CODE_QUALITY)
diff --git a/utils/check-mysql-binlog/CMakeLists.txt b/utils/check-mysql-binlog/CMakeLists.txt
new file mode 100644
index 00000000000..b1a72650ee9
--- /dev/null
+++ b/utils/check-mysql-binlog/CMakeLists.txt
@@ -0,0 +1,2 @@
+add_executable(check-mysql-binlog main.cpp)
+target_link_libraries(check-mysql-binlog PRIVATE dbms boost::program_options)
diff --git a/utils/check-mysql-binlog/main.cpp b/utils/check-mysql-binlog/main.cpp
new file mode 100644
index 00000000000..4ec40ac41cc
--- /dev/null
+++ b/utils/check-mysql-binlog/main.cpp
@@ -0,0 +1,162 @@
+#include <iostream>
+
+#include <boost/program_options.hpp>
+
+#include <IO/Operators.h>
+#include <IO/ReadBufferFromFile.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/LimitReadBuffer.h>
+#include <IO/MySQLBinlogEventReadBuffer.h>
+#include <IO/WriteBufferFromFileDescriptor.h>
+#include <Core/MySQL/MySQLReplication.h>
+
+static DB::MySQLReplication::BinlogEventPtr parseSingleEventBody(
+    DB::MySQLReplication::EventHeader & header, DB::ReadBuffer & payload,
+    std::shared_ptr<DB::MySQLReplication::TableMapEvent> & last_table_map_event, bool exist_checksum)
+{
+    DB::MySQLReplication::BinlogEventPtr event;
+    DB::ReadBufferPtr limit_read_buffer = std::make_shared<DB::LimitReadBuffer>(payload, header.event_size - 19, false);
+    DB::ReadBufferPtr event_payload = limit_read_buffer;
+
+    if (exist_checksum)
+        event_payload = std::make_shared<DB::MySQLBinlogEventReadBuffer>(*limit_read_buffer);
+
+    switch (header.type)
+    {
+        case DB::MySQLReplication::FORMAT_DESCRIPTION_EVENT:
+        {
+            event = std::make_shared<DB::MySQLReplication::FormatDescriptionEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        case DB::MySQLReplication::ROTATE_EVENT:
+        {
+            event = std::make_shared<DB::MySQLReplication::RotateEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        case DB::MySQLReplication::QUERY_EVENT:
+        {
+            event = std::make_shared<DB::MySQLReplication::QueryEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+
+            auto query = std::static_pointer_cast<DB::MySQLReplication::QueryEvent>(event);
+            switch (query->typ)
+            {
+                case DB::MySQLReplication::QUERY_EVENT_MULTI_TXN_FLAG:
+                case DB::MySQLReplication::QUERY_EVENT_XA:
+                {
+                    event = std::make_shared<DB::MySQLReplication::DryRunEvent>(std::move(query->header));
+                    break;
+                }
+                default:
+                    break;
+            }
+            break;
+        }
+        case DB::MySQLReplication::XID_EVENT:
+        {
+            event = std::make_shared<DB::MySQLReplication::XIDEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        case DB::MySQLReplication::TABLE_MAP_EVENT:
+        {
+            event = std::make_shared<DB::MySQLReplication::TableMapEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+            last_table_map_event = std::static_pointer_cast<DB::MySQLReplication::TableMapEvent>(event);
+            break;
+        }
+        case DB::MySQLReplication::WRITE_ROWS_EVENT_V1:
+        case DB::MySQLReplication::WRITE_ROWS_EVENT_V2:
+        {
+            event = std::make_shared<DB::MySQLReplication::WriteRowsEvent>(last_table_map_event, std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        case DB::MySQLReplication::DELETE_ROWS_EVENT_V1:
+        case DB::MySQLReplication::DELETE_ROWS_EVENT_V2:
+        {
+            event = std::make_shared<DB::MySQLReplication::DeleteRowsEvent>(last_table_map_event, std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        case DB::MySQLReplication::UPDATE_ROWS_EVENT_V1:
+        case DB::MySQLReplication::UPDATE_ROWS_EVENT_V2:
+        {
+            event = std::make_shared<DB::MySQLReplication::UpdateRowsEvent>(last_table_map_event, std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        case DB::MySQLReplication::GTID_EVENT:
+        {
+            event = std::make_shared<DB::MySQLReplication::GTIDEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+        default:
+        {
+            event = std::make_shared<DB::MySQLReplication::DryRunEvent>(std::move(header));
+            event->parseEvent(*event_payload);
+            break;
+        }
+    }
+
+    return event;
+}
+
+static int checkBinLogFile(const std::string & bin_path, bool exist_checksum)
+{
+    DB::ReadBufferFromFile in(bin_path);
+    DB::assertString("\xfe\x62\x69\x6e", in);   /// magic number
+
+    DB::MySQLReplication::BinlogEventPtr last_event;
+    std::shared_ptr<DB::MySQLReplication::EventHeader> last_header;
+    std::shared_ptr<DB::MySQLReplication::TableMapEvent> table_map;
+
+    try
+    {
+        while (!in.eof())
+        {
+            last_header = std::make_shared<DB::MySQLReplication::EventHeader>();
+            last_header->parse(in);
+            last_event = parseSingleEventBody(*last_header, in, table_map, exist_checksum);
+        }
+    }
+    catch (...)
+    {
+        std::cerr << "Unable to parse MySQL binlog event. Code: " << DB::getCurrentExceptionCode() << ", Exception message: "
+            << DB::getCurrentExceptionMessage(false) << std::endl << ", Previous event: " << std::endl;
+        last_event->dump(std::cerr);
+        std::cerr << std::endl << ", Event header: " << std::endl;
+        last_header->dump(std::cerr);
+        std::cerr << std::endl;
+        return DB::getCurrentExceptionCode();
+    }
+
+    std::cout << "Check passed. " << std::endl << "No exception was thrown." << std::endl << "The last binlog event: " << std::endl;
+    last_event->dump(std::cout);
+    std::cout << std::endl;
+    return 0;
+}
+
+
+int main(int argc, char ** argv)
+{
+    boost::program_options::options_description desc("Allowed options");
+    desc.add_options()("help,h", "Produce help message");
+    desc.add_options()("disable_checksum", "Disable checksums in binlog files.");
+
+    boost::program_options::variables_map options;
+    boost::program_options::store(boost::program_options::parse_command_line(argc, argv, desc), options);
+
+    if (options.count("help") || argc < 2)
+    {
+        std::cout << "Usage: " << argv[0] << " mysql_binlog_file" << std::endl;
+        std::cout << desc << std::endl;
+        return 1;
+    }
+
+    return checkBinLogFile(argv[argc - 1], !options.count("disable_checksum"));
+}
diff --git a/utils/check-style/check-style b/utils/check-style/check-style
index a65ffeb8c67..f9818a1e2bb 100755
--- a/utils/check-style/check-style
+++ b/utils/check-style/check-style
@@ -93,4 +93,15 @@ git status -uno | grep ya.make && echo "ya.make files should be generated with u
 find $ROOT_PATH/{src,programs,utils} -name '*.h' | while read file; do [[ $(head -n1 $file) != '#pragma once' ]] && echo "File $file must have '#pragma once' in first line"; done
 
 # Check for executable bit on non-executable files
-find $ROOT_PATH/{src,base,programs,utils,tests,docs,website,cmake} '(' -name '*.cpp' -or -name '*.h' -or -name '*.sql' -or -name '*.xml' -or -name '*.reference' -or -name '*.txt' -or -name '*.md' ')' -and -executable | grep -q '.' && echo "These files should not be executable."
+find $ROOT_PATH/{src,base,programs,utils,tests,docs,website,cmake} '(' -name '*.cpp' -or -name '*.h' -or -name '*.sql' -or -name '*.xml' -or -name '*.reference' -or -name '*.txt' -or -name '*.md' ')' -and -executable | grep -P '.' && echo "These files should not be executable."
+
+# Check for BOM
+find $ROOT_PATH/{src,base,programs,utils,tests,docs,website,cmake} -name '*.md' -or -name '*.cpp' -or -name '*.h' | xargs grep -l -F $'\xEF\xBB\xBF' | grep -P '.' && echo "Files should not have UTF-8 BOM"
+find $ROOT_PATH/{src,base,programs,utils,tests,docs,website,cmake} -name '*.md' -or -name '*.cpp' -or -name '*.h' | xargs grep -l -F $'\xFF\xFE' | grep -P '.' && echo "Files should not have UTF-16LE BOM"
+find $ROOT_PATH/{src,base,programs,utils,tests,docs,website,cmake} -name '*.md' -or -name '*.cpp' -or -name '*.h' | xargs grep -l -F $'\xFE\xFF' | grep -P '.' && echo "Files should not have UTF-16BE BOM"
+
+# Too many exclamation marks
+find $ROOT_PATH/{src,base,programs,utils} -name '*.h' -or -name '*.cpp' | xargs grep -F '!!!' | grep -P '.' && echo "Too many exclamation marks (looks dirty, unconfident)."
+
+# Trailing whitespaces
+find $ROOT_PATH/{src,base,programs,utils} -name '*.h' -or -name '*.cpp' | xargs grep -P ' $' | grep -P '.' && echo "^ Trailing whitespaces."
diff --git a/utils/db-generator/README.md b/utils/db-generator/README.md
index 1d276063bf9..f49c7911cb6 100644
--- a/utils/db-generator/README.md
+++ b/utils/db-generator/README.md
@@ -6,11 +6,11 @@
 **Анализ схемы**
 
 По запросу необходимо определить возможные таблицы. Имея строку запроса можно понять, какие его части обозначают названия таблиц, таким образом можно определить их количество в нашей базе данных.
-В парсере Clickhouse поддеревом запроса, отвечающее за таблицы из которых мы берем данные, является TABLES (Рисунок 1), в нем лежит основная таблица, из которой берутся колонки, а также операции  JOIN, которые совершаются в запросе. Обходя все вершины в поддереве мы берем названия таблиц и баз данных в которых они лежат, а также их алиас, то есть укороченные названия, выбранные автором запроса. Эти названия могут понадобиться нам для определения принадлежности колонки в дальнейшем. 
+В парсере Clickhouse поддеревом запроса, отвечающее за таблицы из которых мы берем данные, является TABLES (Рисунок 1), в нем лежит основная таблица, из которой берутся колонки, а также операции  JOIN, которые совершаются в запросе. Обходя все вершины в поддереве мы берем названия таблиц и баз данных в которых они лежат, а также их алиас, то есть укороченные названия, выбранные автором запроса. Эти названия могут понадобиться нам для определения принадлежности колонки в дальнейшем.
 Таким образом для запроса мы получаем набор баз данных, а также таблиц и их условных обозначений (алиасов), по которым делается запрос.
 
 Затем нам необходимо определить множество столбцов, которые присутствуют в запросе и таблицы, к которым они могут относиться. Во время исполнения запроса уже известно множество столбцов в каждой таблице, поэтому при исполнении программа автоматически связывает столбец и таблицу, однако в нашем случае нельзя однозначно трактовать принадлежность столбца к определенной таблице, например в следующем запросе: “SELECT  column1, column2, column3 FROM table1 JOIN table2 on table1.column2 = table2.column3 ”. Здесь мы однозначно можем сказать, к какой таблице относятся колонки column2 и column3, однако column1 может принадлежать как первой, так и второй таблице. Для однозначности трактовки таких случаев, мы будем относить данную неопределенные колонки к основной таблице, по которой делается запрос, например в данном случае это будет таблица table1.
-Все столбцы в дереве лежат в вершинах типа INDENTIFIER, которые находятся в поддеревьях SELECT, TABLES, WHERE, GROUP_BY, HAVING, ORDER_BY. Рекурсивно обходя поддеревья мы формируем множество всех таблиц, затем мы разделяем колонку на составляющие: таблица (если она явно указана через точку) и само название, затем, так как таблица может являться алиасом, мы заменяем алиас на оригинальное название таблицы. Теперь у нас есть список всех столбцов и таблиц, к которым они относятся, для столбцов без таблиц определяем основную таблицу запроса.
+Все столбцы в дереве лежат в вершинах типа IDENTIFIER, которые находятся в поддеревьях SELECT, TABLES, WHERE, GROUP_BY, HAVING, ORDER_BY. Рекурсивно обходя поддеревья мы формируем множество всех таблиц, затем мы разделяем колонку на составляющие: таблица (если она явно указана через точку) и само название, затем, так как таблица может являться алиасом, мы заменяем алиас на оригинальное название таблицы. Теперь у нас есть список всех столбцов и таблиц, к которым они относятся, для столбцов без таблиц определяем основную таблицу запроса.
 
 **Анализ столбцов**
 
@@ -20,7 +20,7 @@
 Определить значения столбцов мы можем используя логический, арифметические и другие функции над значениями столбцов, которые указаны в запросе. Такие функции лежат в поддеревьях SELECT и WHERE. Параметром функции может быть константа, колонка либо другая функция (Рисунок 2). Таким образом для понимания типа колонки могут помочь следующие параметры: 1) Типы аргументов, которые может принимать функция, например функция TOSTARTOFMINUTE(округляет время до кратного 5 минутам вниз) может принимать только DATETIME, таким образом если аргументом данной функции является колонка, то данная колонка имеет тип DATETIME. 2) типы остальных аргументов в данной функции, например функция EQUALS(равенство), она подразумевает собой равенство типов ее аргументов, таким образом если в данной функции присутствует константа и столбец, то мы можем определить тип столбца как тип константы.
 
 Таким образом, для каждой функции мы определяем возможные типы аргументов, тип возвращаемого значения, а также параметр, являются ли аргументы функции одинакового типа. Рекурсивный обработчик функций будет определять возможные типы столбцов использующихся в данных функциях по значениям аргументов и возвращать возможные типы результата выполнения функции.
-Теперь для каждого столбца мы имеем множество возможных типов его значений. Для однозначной трактовки запроса мы выберем один конкретный тип из этого множества. 
+Теперь для каждого столбца мы имеем множество возможных типов его значений. Для однозначной трактовки запроса мы выберем один конкретный тип из этого множества.
 
 **Определение значений столбцов**
 
diff --git a/utils/db-generator/query_db_generator.cpp b/utils/db-generator/query_db_generator.cpp
index 84ad07056b9..c8aae4a56f3 100644
--- a/utils/db-generator/query_db_generator.cpp
+++ b/utils/db-generator/query_db_generator.cpp
@@ -622,7 +622,7 @@ FuncRet arrayJoinFunc(DB::ASTPtr ch, std::map<std::string, Column> & columns)
         {
             auto ident = std::dynamic_pointer_cast<DB::ASTIdentifier>(arg);
             if (ident)
-                indents.insert(ident->name);
+                indents.insert(ident->name());
         }
         for (const auto & indent : indents)
         {
@@ -654,7 +654,7 @@ FuncRet inFunc(DB::ASTPtr ch, std::map<std::string, Column> & columns)
             auto ident = std::dynamic_pointer_cast<DB::ASTIdentifier>(arg);
             if (ident)
             {
-                indents.insert(ident->name);
+                indents.insert(ident->name());
             }
             auto literal = std::dynamic_pointer_cast<DB::ASTLiteral>(arg);
             if (literal)
@@ -734,7 +734,7 @@ FuncRet arrayFunc(DB::ASTPtr ch, std::map<std::string, Column> & columns)
             if (ident)
             {
                 no_indent = false;
-                indents.insert(ident->name);
+                indents.insert(ident->name());
             }
             auto literal = std::dynamic_pointer_cast<DB::ASTLiteral>(arg);
             if (literal)
@@ -784,7 +784,7 @@ FuncRet arithmeticFunc(DB::ASTPtr ch, std::map<std::string, Column> & columns)
             if (ident)
             {
                 no_indent = false;
-                indents.insert(ident->name);
+                indents.insert(ident->name());
             }
             auto literal = std::dynamic_pointer_cast<DB::ASTLiteral>(arg);
             if (literal)
@@ -848,7 +848,7 @@ FuncRet likeFunc(DB::ASTPtr ch, std::map<std::string, Column> & columns)
         {
             auto ident = std::dynamic_pointer_cast<DB::ASTIdentifier>(arg);
             if (ident)
-                indents.insert(ident->name);
+                indents.insert(ident->name());
             auto literal = std::dynamic_pointer_cast<DB::ASTLiteral>(arg);
             if (literal)
             {
@@ -905,7 +905,7 @@ FuncRet simpleFunc(DB::ASTPtr ch, std::map<std::string, Column> & columns)
             if (ident)
             {
                 no_indent = false;
-                indents.insert(ident->name);
+                indents.insert(ident->name());
             }
             auto literal = std::dynamic_pointer_cast<DB::ASTLiteral>(arg);
             if (literal)
@@ -1046,7 +1046,7 @@ std::set<std::string> getIndent(DB::ASTPtr ch)
     std::set<std::string> ret = {};
     auto x = std::dynamic_pointer_cast<DB::ASTIdentifier>(ch);
     if (x)
-        ret.insert(x->name);
+        ret.insert(x->name());
     for (const auto & child : (*ch).children)
     {
         auto child_ind = getIndent(child);
diff --git a/utils/list-versions/version_date.tsv b/utils/list-versions/version_date.tsv
index 8776047c357..a6ca642b985 100644
--- a/utils/list-versions/version_date.tsv
+++ b/utils/list-versions/version_date.tsv
@@ -1,5 +1,9 @@
+v20.10.3.30-stable	2020-10-29
+v20.10.2.20-stable	2020-10-23
+v20.9.4.76-stable	2020-10-29
 v20.9.3.45-stable	2020-10-09
 v20.9.2.20-stable	2020-09-22
+v20.8.5.45-lts	2020-10-29
 v20.8.4.11-lts	2020-10-09
 v20.8.3.18-stable	2020-09-18
 v20.8.2.3-stable	2020-09-08
@@ -24,6 +28,7 @@ v20.4.5.36-stable	2020-06-10
 v20.4.4.18-stable	2020-05-26
 v20.4.3.16-stable	2020-05-23
 v20.4.2.9-stable	2020-05-12
+v20.3.21.2-lts	2020-11-02
 v20.3.20.6-lts	2020-10-09
 v20.3.19.4-lts	2020-09-18
 v20.3.18.10-lts	2020-09-08
diff --git a/utils/make_changelog.py b/utils/make_changelog.py
index 5a5c82e5ab6..4f703108d38 100755
--- a/utils/make_changelog.py
+++ b/utils/make_changelog.py
@@ -262,7 +262,7 @@ def process_unknown_commits(commits, commits_info, users):
 # Returns False if the PR should not be mentioned changelog.
 def parse_one_pull_request(item):
     description = item['description']
-    lines = [line for line in [x.strip() for x in description.split('\n') if description else []] if line]
+    lines = [line for line in [x.strip() for x in description.split('\n')] if line] if description else []
     lines = [re.sub(r'\s+', ' ', l) for l in lines]
 
     cat_pos = None
diff --git a/utils/simple-backport/changelog.sh b/utils/simple-backport/changelog.sh
index 92957987cab..d3d9714cb04 100755
--- a/utils/simple-backport/changelog.sh
+++ b/utils/simple-backport/changelog.sh
@@ -66,7 +66,7 @@ do
 
     # Filter out PRs by bots.
     user_login=$(jq -r .user.login "$file")
-    
+
     filter_bot=$(echo "$user_login" | grep -q "\[bot\]$" && echo "Skip." || echo "Ok." ||:)
     filter_robot=$(echo "$user_login" | grep -q "robot-clickhouse" && echo "Skip." || echo "Ok." ||:)
 
diff --git a/website/benchmark/hardware/index.html b/website/benchmark/hardware/index.html
index 68bc4b29653..73503179bc0 100644
--- a/website/benchmark/hardware/index.html
+++ b/website/benchmark/hardware/index.html
@@ -53,6 +53,7 @@ Results for Xeon 2176G are from <b>Sergey Golod</b>.<br/>
 Results for Azure DS3v2 are from <b>Boris Granveaud</b>.<br/>
 Results for AWS are from <b>Wolf Kreuzerkrieg</b>.<br/>
 Results for Huawei Taishan are from <b>Peng Gao</b> in sina.com.<br/>
+Results for Huawei Taishan (2) are from <b>Kurmaev Roman</b> at Huawei.<br/>
 Results for Selectel and AMD EPYC 7402P are from <b>Andrey Dudin</b>.<br/>
 Results for ProLiant are from <b>Denis Ustinov</b>.<br/>
 Results for AMD EPYC 7502P 128GiB are from <b>Kostiantyn Velychkovskyi</b>.<br/>
diff --git a/website/benchmark/hardware/results/huawei_taishan_2280_3.json b/website/benchmark/hardware/results/huawei_taishan_2280_3.json
new file mode 100644
index 00000000000..c31b055dbee
--- /dev/null
+++ b/website/benchmark/hardware/results/huawei_taishan_2280_3.json
@@ -0,0 +1,54 @@
+[
+    {
+        "system":       "Huawei TaiShan (2)",
+        "system_full":  "Huawei TaiShan 2280 (AArch64) 2280 (2x64 cores, SSD)",
+        "time":         "2020-11-03 00:00:00",
+        "kind":         "server",
+        "result":
+        [
+            [0.001, 0.003, 0.002],
+            [0.009, 0.024, 0.032],
+            [0.023, 0.051, 0.027],
+            [0.035, 0.063, 0.027],
+            [0.103, 0.145, 0.096],
+            [0.121, 0.191, 0.109],
+            [0.009, 0.026, 0.023],
+            [0.014, 0.025, 0.022],
+            [0.209, 0.157, 0.119],
+            [0.254, 0.182, 0.132],
+            [0.153, 0.101, 0.078],
+            [0.151, 0.099, 0.097],
+            [0.289, 0.238, 0.137],
+            [0.342, 0.255, 0.164],
+            [0.302, 0.216, 0.142],
+            [0.291, 0.202, 0.163],
+            [1.269, 0.483, 0.309],
+            [0.457, 0.313, 0.229],
+            [1.376, 0.942, 0.597],
+            [0.073, 0.055, 0.023],
+            [0.555, 0.321, 0.193],
+            [0.913, 0.308, 0.191],
+            [1.713, 0.668, 0.421],
+            [0.894, 0.837, 0.387],
+            [0.238, 0.091, 0.061],
+            [0.153, 0.081, 0.055],
+            [0.174, 0.091, 0.059],
+            [0.933, 0.361, 0.233],
+            [0.793, 0.366, 0.237],
+            [0.682, 0.551, 0.549],
+            [0.321, 0.213, 0.154],
+            [0.593, 0.293, 0.173],
+            [4.436, 1.481, 1.003],
+            [1.544, 0.997, 0.774],
+            [1.981, 1.006, 0.841],
+            [0.539, 0.339, 0.247],
+            [0.194, 0.186, 0.141],
+            [0.075, 0.072, 0.066],
+            [0.072, 0.087, 0.053],
+            [0.393, 0.398, 0.356],
+            [0.032, 0.042, 0.031],
+            [0.023, 0.023, 0.022],
+            [0.005, 0.006, 0.006]
+        ]
+    }
+]