From e286902e41bb4c5a0d0777022732028ae9e27f02 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Mon, 15 Aug 2022 19:33:54 +0000
Subject: [PATCH 001/211] Reimplement read-in-order optimisation on top of
 query plan.

---
 ...reuseStorageOrderingForWindowFunctions.cpp | 236 ++++++++++++++++++
 1 file changed, 236 insertions(+)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 4d3c268ab7e..a07bb21026e 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -18,6 +18,7 @@
 #include <Interpreters/InterpreterSelectQuery.h>
 #include <Interpreters/TableJoin.h>
 #include <Common/typeid_cast.h>
+#include <Functions/IFunction.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
 #include <Columns/IColumn.h>
 
@@ -25,6 +26,241 @@
 namespace DB::QueryPlanOptimizations
 {
 
+ReadFromMergeTree * findReadingStep(QueryPlan::Node * node)
+{
+    IQueryPlanStep * step = node->step.get();
+    if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
+        return reading;
+
+    if (node->children.size() != 1)
+        return nullptr;
+
+    if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step))
+        return findReadingStep(node->children.front());
+
+    return nullptr;
+}
+
+void appendExpression(ActionsDAGPtr & dag, const ActionsDAGPtr & expression, NameSet & filter_columns)
+{
+    /// Expression may replace a column. Check it.
+    /// TODO: there may possibly be a chain of aliases, we may check it and update filter names
+    for (auto & output : expression->getOutputs())
+        if (filter_columns.contains(output->result_name) && output->type != ActionsDAG::ActionType::INPUT)
+            filter_columns.erase(output->result_name);
+
+    if (dag)
+        dag = ActionsDAG::merge(std::move(*dag), std::move(*expression->clone()));
+    else
+        dag = expression->clone();
+}
+
+void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, NameSet & filter_columns)
+{
+    IQueryPlanStep * step = node->step.get();
+    if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
+        return;
+
+    if (node->children.size() != 1)
+        return;
+
+    buildSortingDAG(node->children.front(), dag, filter_columns);
+
+    if (auto * expression = typeid_cast<ExpressionStep *>(step))
+        appendExpression(dag, expression->getExpression(), filter_columns);
+
+    if (auto * filter = typeid_cast<FilterStep *>(step))
+    {
+        appendExpression(dag, filter->getExpression(), filter_columns);
+        filter_columns.insert(filter->getFilterColumnName());
+    }
+
+    if (auto * array_join = typeid_cast<ArrayJoinStep *>(step))
+    {
+        const auto & array_joined_columns = array_join->arrayJoin()->columns;
+
+        /// Can't use filter whihc happened before ARRAY JOIN.
+        /// If there were a condition on const array, after ARRAY JOIN it can be broken.
+        /// Example : 'SELECT y FROM (select y from table where x = 1) ARRAY JOIN [1, 2] as x ORDER BY x'
+        /// where 'table' has it's own column 'x' in sorting key 'ORDER BY x'.
+        for (const auto & column : array_joined_columns)
+            filter_columns.erase(column);
+
+        /// Remove array joined columns from outputs.
+        /// Types are changed after ARRAY JOIN, and we can't use this columns anyway.
+        ActionsDAG::NodeRawConstPtrs outputs;
+        outputs.reserve(dag->getOutputs().size());
+
+        for (const auto & output : dag->getOutputs())
+        {
+            if (!array_joined_columns.contains(output->result_name))
+                outputs.push_back(output);
+        }
+    }
+}
+
+size_t calculateFixedPrefixSize(const ActionsDAG & dag, NameSet & filter_columns, const Names & sorting_key_columns)
+{
+    NameSet fiexd_columns;
+    std::vector<const ActionsDAG::Node *> stack;
+    for (const auto * output : dag.getOutputs())
+    {
+        if (auto it = filter_columns.find(output->result_name); it != filter_columns.end())
+        {
+            filter_columns.erase(it);
+            stack.clear();
+            stack.push_back(output);
+            while (!stack.empty())
+            {
+                const auto * node = stack.back();
+                stack.pop_back();
+                if (node->type == ActionsDAG::ActionType::FUNCTION)
+                {
+                    const auto & name = node->function_base->getName();
+                    if (name == "and")
+                    {
+                        for (const auto * arg : node->children)
+                            stack.push_back(arg);
+                    }
+                    else if (name == "equals")
+                    {
+                        fiexd_columns.insert(node->result_name);
+                    }
+                }
+            }
+        }
+    }
+
+    size_t prefix_size = 0;
+    for (const auto & name : sorting_key_columns)
+    {
+        if (!fiexd_columns.contains(name))
+            break;
+
+        ++prefix_size;
+    }
+
+    return prefix_size;
+}
+
+/// Optimize in case of exact match with order key element
+/// or in some simple cases when order key element is wrapped into monotonic function.
+/// Returns on of {-1, 0, 1} - direction of the match. 0 means - doesn't match.
+int matchSortDescriptionAndKey(
+    const ActionsDAGPtr & dag,
+    const SortColumnDescription & sort_column,
+    const std::string & sorting_key_column)
+{
+    /// If required order depend on collation, it cannot be matched with primary key order.
+    /// Because primary keys cannot have collations.
+    if (sort_column.collator)
+        return 0;
+
+    int current_direction = sort_column.direction;
+    /// For the path: order by (sort_column, ...)
+    bool exact_match = sort_column.column_name == sorting_key_column;
+    if (exact_match && !dag)
+        return current_direction;
+
+    const auto * node = dag->tryFindInOutputs(sort_column.column_name);
+    /// It is possible when e.g. sort by array joined column.
+    if (!node)
+        return 0;
+
+    if (exact_match && node->type == ActionsDAG::ActionType::INPUT)
+        return current_direction;
+
+    while (node->children.size() == 1)
+    {
+        if (node->type == ActionsDAG::ActionType::FUNCTION)
+        {
+            const auto & func = *node->function_base;
+            if (!func.hasInformationAboutMonotonicity())
+                return 0;
+
+            auto monotonicity = func.getMonotonicityForRange(*func.getArgumentTypes().at(0), {}, {});
+            if (!monotonicity.is_monotonic)
+                return 0;
+
+            if (!monotonicity.is_positive)
+                current_direction *= -1;
+
+        }
+        else if (node->type != ActionsDAG::ActionType::ALIAS)
+            return 0;
+
+        node = node->children.front();
+        if (node->result_name == sorting_key_column)
+            return current_direction;
+    }
+
+    return 0;
+}
+
+SortDescription buildPrefixSortDescription(
+    size_t fixed_prefix_size,
+    const ActionsDAGPtr & dag,
+    const SortDescription & description,
+    const Names & sorting_key_columns)
+{
+    size_t descr_prefix_size = std::min(description.size(), sorting_key_columns.size() - fixed_prefix_size);
+
+    SortDescription order_key_prefix_descr;
+    order_key_prefix_descr.reserve(description.size());
+
+    for (size_t i = 0; i < fixed_prefix_size; ++i)
+        order_key_prefix_descr.push_back(description[i]);
+
+    int read_direction = description.at(0).direction;
+
+    for (size_t i = 0; i < descr_prefix_size; ++i)
+    {
+        int current_direction = matchSortDescriptionAndKey(
+            dag, description[i], sorting_key_columns[i + fixed_prefix_size]);
+
+        if (!current_direction || (i > 0 && current_direction != read_direction))
+            break;
+
+        if (i == 0)
+            read_direction = current_direction;
+
+        order_key_prefix_descr.push_back(description[i]);
+    }
+
+    return order_key_prefix_descr;
+}
+
+void optimizeReadInOrder(QueryPlan::Node & node)
+{
+    if (node.children.size() != 1)
+        return;
+
+    auto * sorting = typeid_cast<SortingStep *>(node.step.get());
+    if (!sorting)
+        return;
+
+    ReadFromMergeTree * reading = findReadingStep(node.children.front());
+    if (!reading)
+        return;
+
+    const auto & sorting_key = reading->getStorageMetadata()->getSortingKey();
+    if (sorting_key.column_names.empty())
+        return;
+
+    ActionsDAGPtr dag;
+    NameSet filter_columns;
+    buildSortingDAG(node.children.front(), dag, filter_columns);
+
+    const auto & description = sorting->getSortDescription();
+    const auto & sorting_key_columns = sorting_key.column_names;
+
+    size_t fixed_prefix_size = 0;
+    if (dag)
+        calculateFixedPrefixSize(*dag, filter_columns, sorting_key_columns);
+
+    auto prefix_description = buildPrefixSortDescription(fixed_prefix_size, dag, description, sorting_key_columns);
+}
+
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & /*nodes*/)
 {
     /// Find the following sequence of steps, add InputOrderInfo and apply prefix sort description to

From dc03a83ad7812353c6c12dc52df4e989e46d5df2 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Fri, 19 Aug 2022 17:56:02 +0000
Subject: [PATCH 002/211] Reimplement read-in-order optimisation on top of
 query plan.

---
 src/Interpreters/ActionsDAG.cpp               |  16 +-
 src/Interpreters/ActionsDAG.h                 |   5 +
 ...reuseStorageOrderingForWindowFunctions.cpp | 328 +++++++++++++-----
 3 files changed, 254 insertions(+), 95 deletions(-)

diff --git a/src/Interpreters/ActionsDAG.cpp b/src/Interpreters/ActionsDAG.cpp
index e935f2cc349..6a993059a03 100644
--- a/src/Interpreters/ActionsDAG.cpp
+++ b/src/Interpreters/ActionsDAG.cpp
@@ -1168,6 +1168,17 @@ ActionsDAGPtr ActionsDAG::makeAddingColumnActions(ColumnWithTypeAndName column)
 
 ActionsDAGPtr ActionsDAG::merge(ActionsDAG && first, ActionsDAG && second)
 {
+    first.mergeInplace(std::move(second));
+
+    /// Drop unused inputs and, probably, some actions.
+    first.removeUnusedActions();
+
+    return std::make_shared<ActionsDAG>(std::move(first));
+}
+
+void ActionsDAG::mergeInplace(ActionsDAG && second)
+{
+    auto & first = *this;
     /// first: x (1), x (2), y ==> x (2), z, x (3)
     /// second: x (1), x (2), x (3) ==> x (3), x (2), x (1)
     /// merge: x (1), x (2), x (3), y =(first)=> x (2), z, x (4), x (3) =(second)=> x (3), x (4), x (2), z
@@ -1255,11 +1266,6 @@ ActionsDAGPtr ActionsDAG::merge(ActionsDAG && first, ActionsDAG && second)
     first.nodes.splice(first.nodes.end(), std::move(second.nodes));
 
     first.projected_output = second.projected_output;
-
-    /// Drop unused inputs and, probably, some actions.
-    first.removeUnusedActions();
-
-    return std::make_shared<ActionsDAG>(std::move(first));
 }
 
 ActionsDAG::SplitResult ActionsDAG::split(std::unordered_set<const Node *> split_nodes) const
diff --git a/src/Interpreters/ActionsDAG.h b/src/Interpreters/ActionsDAG.h
index 51191d27f97..40b15d47bf8 100644
--- a/src/Interpreters/ActionsDAG.h
+++ b/src/Interpreters/ActionsDAG.h
@@ -271,6 +271,11 @@ public:
     /// Otherwise, any two actions may be combined.
     static ActionsDAGPtr merge(ActionsDAG && first, ActionsDAG && second);
 
+    /// The result is similar to merge(*this, second);
+    /// Invariant : no nodes are removed from the first (this) DAG.
+    /// So that pointers to nodes are kept valid.
+    void mergeInplace(ActionsDAG && second);
+
     using SplitResult = std::pair<ActionsDAGPtr, ActionsDAGPtr>;
 
     /// Split ActionsDAG into two DAGs, where first part contains all nodes from split_nodes and their children.
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index a07bb21026e..39825cdaffb 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -21,6 +21,7 @@
 #include <Functions/IFunction.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
 #include <Columns/IColumn.h>
+#include <stack>
 
 
 namespace DB::QueryPlanOptimizations
@@ -41,21 +42,60 @@ ReadFromMergeTree * findReadingStep(QueryPlan::Node * node)
     return nullptr;
 }
 
-void appendExpression(ActionsDAGPtr & dag, const ActionsDAGPtr & expression, NameSet & filter_columns)
-{
-    /// Expression may replace a column. Check it.
-    /// TODO: there may possibly be a chain of aliases, we may check it and update filter names
-    for (auto & output : expression->getOutputs())
-        if (filter_columns.contains(output->result_name) && output->type != ActionsDAG::ActionType::INPUT)
-            filter_columns.erase(output->result_name);
+/// FixedColumns are columns which values become constants after filtering.
+/// In a query "SELECT x, y, z FROM table WHERE x = 1 AND y = 'a' ORDER BY x, y, z"
+/// Fixed columns are 'x' and 'y'.
+using FixedColumns = std::unordered_set<const ActionsDAG::Node *>;
 
+/// Right now we find only simple cases like 'and(..., and(..., and(column = value, ...), ...'
+void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expression, FixedColumns & fiexd_columns)
+{
+    std::stack<const ActionsDAG::Node *> stack;
+    stack.push(&filter_expression);
+
+    while (!stack.empty())
+    {
+        const auto * node = stack.top();
+        stack.pop();
+        if (node->type == ActionsDAG::ActionType::FUNCTION)
+        {
+            const auto & name = node->function_base->getName();
+            if (name == "and")
+            {
+                for (const auto * arg : node->children)
+                    stack.push(arg);
+            }
+            else if (name == "equals")
+            {
+                const ActionsDAG::Node * maybe_fixed_column = nullptr;
+                bool is_singe = true;
+                for (const auto & child : node->children)
+                {
+                    if (!child->column)
+                    {
+                        if (maybe_fixed_column)
+                            maybe_fixed_column = child;
+                        else
+                            is_singe = false;
+                    }
+                }
+
+                if (maybe_fixed_column && is_singe)
+                    fiexd_columns.insert(maybe_fixed_column);
+            }
+        }
+    }
+}
+
+void appendExpression(ActionsDAGPtr & dag, const ActionsDAGPtr & expression)
+{
     if (dag)
-        dag = ActionsDAG::merge(std::move(*dag), std::move(*expression->clone()));
+        dag->mergeInplace(std::move(*expression->clone()));
     else
         dag = expression->clone();
 }
 
-void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, NameSet & filter_columns)
+void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, FixedColumns & fixed_columns)
 {
     IQueryPlanStep * step = node->step.get();
     if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
@@ -64,28 +104,22 @@ void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, NameSet & filt
     if (node->children.size() != 1)
         return;
 
-    buildSortingDAG(node->children.front(), dag, filter_columns);
+    buildSortingDAG(node->children.front(), dag, fixed_columns);
 
     if (auto * expression = typeid_cast<ExpressionStep *>(step))
-        appendExpression(dag, expression->getExpression(), filter_columns);
+        appendExpression(dag, expression->getExpression());
 
     if (auto * filter = typeid_cast<FilterStep *>(step))
     {
-        appendExpression(dag, filter->getExpression(), filter_columns);
-        filter_columns.insert(filter->getFilterColumnName());
+        appendExpression(dag, filter->getExpression());
+        if (const auto * filter_expression = dag->tryFindInOutputs(filter->getFilterColumnName()))
+            appendFixedColumnsFromFilterExpression(*filter_expression, fixed_columns);
     }
 
     if (auto * array_join = typeid_cast<ArrayJoinStep *>(step))
     {
         const auto & array_joined_columns = array_join->arrayJoin()->columns;
 
-        /// Can't use filter whihc happened before ARRAY JOIN.
-        /// If there were a condition on const array, after ARRAY JOIN it can be broken.
-        /// Example : 'SELECT y FROM (select y from table where x = 1) ARRAY JOIN [1, 2] as x ORDER BY x'
-        /// where 'table' has it's own column 'x' in sorting key 'ORDER BY x'.
-        for (const auto & column : array_joined_columns)
-            filter_columns.erase(column);
-
         /// Remove array joined columns from outputs.
         /// Types are changed after ARRAY JOIN, and we can't use this columns anyway.
         ActionsDAG::NodeRawConstPtrs outputs;
@@ -99,56 +133,192 @@ void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, NameSet & filt
     }
 }
 
-size_t calculateFixedPrefixSize(const ActionsDAG & dag, NameSet & filter_columns, const Names & sorting_key_columns)
+/// Here we try to find inner DAG inside outer DAG.
+/// Build a map: inner.nodes -> outer.nodes.
+// using NodesMap = std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *>;
+int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node * outer)
 {
-    NameSet fiexd_columns;
-    std::vector<const ActionsDAG::Node *> stack;
-    for (const auto * output : dag.getOutputs())
+    using Parents = std::set<const ActionsDAG::Node *>;
+    std::unordered_map<const ActionsDAG::Node *, Parents> inner_parents;
+    std::unordered_map<std::string_view, const ActionsDAG::Node *> inner_inputs;
+
     {
-        if (auto it = filter_columns.find(output->result_name); it != filter_columns.end())
+        std::stack<const ActionsDAG::Node *> stack;
+        stack.push(inner);
+        inner_parents.emplace(inner, Parents());
+        while (!stack.empty())
         {
-            filter_columns.erase(it);
-            stack.clear();
-            stack.push_back(output);
-            while (!stack.empty())
+            const auto * node = stack.top();
+            stack.pop();
+
+            if (node->type == ActionsDAG::ActionType::INPUT)
+                inner_inputs.emplace(node->result_name, node);
+
+            for (const auto * child : node->children)
             {
-                const auto * node = stack.back();
-                stack.pop_back();
-                if (node->type == ActionsDAG::ActionType::FUNCTION)
-                {
-                    const auto & name = node->function_base->getName();
-                    if (name == "and")
-                    {
-                        for (const auto * arg : node->children)
-                            stack.push_back(arg);
-                    }
-                    else if (name == "equals")
-                    {
-                        fiexd_columns.insert(node->result_name);
-                    }
-                }
+                auto [it, inserted] = inner_parents.emplace(child, Parents());
+                it->second.emplace(node);
+
+                if (inserted)
+                    stack.push(child);
             }
         }
     }
 
-    size_t prefix_size = 0;
-    for (const auto & name : sorting_key_columns)
-    {
-        if (!fiexd_columns.contains(name))
-            break;
+    std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *> outer_to_inner;
+    std::unordered_map<const ActionsDAG::Node *, int> direction;
 
-        ++prefix_size;
+    {
+        struct Frame
+        {
+            const ActionsDAG::Node * node;
+            ActionsDAG::NodeRawConstPtrs mapped_children;
+            int direction = 1;
+        };
+
+        std::stack<Frame> stack;
+        stack.push(Frame{outer, {}});
+        while (!stack.empty())
+        {
+            auto & frame = stack.top();
+            frame.mapped_children.reserve(frame.node->children.size());
+
+            while (frame.mapped_children.size() < frame.node->children.size())
+            {
+                const auto * child = frame.node->children[frame.mapped_children.size()];
+                auto it = outer_to_inner.find(child);
+                if (it == outer_to_inner.end())
+                {
+                    stack.push(Frame{child, {}});
+                    break;
+                }
+                frame.mapped_children.push_back(it->second);
+            }
+
+            if (frame.mapped_children.size() < frame.node->children.size())
+                continue;
+
+            if (frame.node->type == ActionsDAG::ActionType::INPUT)
+            {
+                const ActionsDAG::Node * mapped = nullptr;
+                if (auto it = inner_inputs.find(frame.node->result_name); it != inner_inputs.end())
+                    mapped = it->second;
+
+                outer_to_inner.emplace(frame.node, mapped);
+            }
+            else if (frame.node->type == ActionsDAG::ActionType::ALIAS)
+            {
+                outer_to_inner.emplace(frame.node, frame.mapped_children.at(0));
+            }
+            else if (frame.node->type == ActionsDAG::ActionType::FUNCTION)
+            {
+                bool found_all_children = true;
+                size_t num_found_inner_roots = 0;
+                for (const auto * child : frame.mapped_children)
+                {
+                    if (!child)
+                        found_all_children = false;
+                    else if (child == inner)
+                        ++num_found_inner_roots;
+                }
+
+                bool found_monotonic_wrapper = false;
+                if (num_found_inner_roots == 1)
+                {
+                    if (frame.node->function_base->hasInformationAboutMonotonicity())
+                    {
+                        size_t num_const_args = 0;
+                        const ActionsDAG::Node * monotonic_child = nullptr;
+                        for (const auto * child : frame.node->children)
+                        {
+                            if (child->column)
+                                ++num_const_args;
+                            else
+                                monotonic_child = child;
+                        }
+
+                        if (monotonic_child && num_const_args + 1 == frame.node->children.size())
+                        {
+                            auto info = frame.node->function_base->getMonotonicityForRange(*monotonic_child->result_type, {}, {});
+                            if (info.is_always_monotonic)
+                            {
+                                found_monotonic_wrapper = true;
+                                outer_to_inner[frame.node] = inner;
+
+                                int cur_direction = info.is_positive ? 1 : -1;
+                                auto it = direction.find(monotonic_child);
+                                if (it != direction.end())
+                                    cur_direction *= it->second;
+
+                                direction[frame.node] = cur_direction;
+                            }
+                        }
+                    }
+                }
+
+                if (!found_monotonic_wrapper && found_all_children && !frame.mapped_children.empty())
+                {
+                    Parents container;
+                    Parents * intersection = &inner_parents[frame.mapped_children[0]];
+
+                    if (frame.mapped_children.size() > 1)
+                    {
+                        std::vector<Parents *> other_parents;
+                        other_parents.reserve(frame.mapped_children.size());
+                        for (size_t i = 1; i < frame.mapped_children.size(); ++i)
+                            other_parents.push_back(&inner_parents[frame.mapped_children[i]]);
+
+                        for (const auto * parent : *intersection)
+                        {
+                            bool is_common = true;
+                            for (const auto * set : other_parents)
+                            {
+                                if (!set->contains(parent))
+                                {
+                                    is_common = false;
+                                    break;
+                                }
+                            }
+
+                            if (is_common)
+                                container.insert(parent);
+                        }
+
+                        intersection = &container;
+                    }
+
+                    if (!intersection->empty())
+                    {
+                        auto func_name = frame.node->function_base->getName();
+                        for (const auto * parent : *intersection)
+                            if (parent->type == ActionsDAG::ActionType::FUNCTION && func_name == parent->function_base->getName())
+                                outer_to_inner[frame.node] = parent;
+                    }
+                }
+            }
+
+            stack.pop();
+        }
     }
 
-    return prefix_size;
+    if (outer_to_inner[outer] != inner)
+        return 0;
+
+    int res = 1;
+    if (auto it = direction.find(outer); it != direction.end())
+        res = it->second;
+
+    return res;
 }
 
+
 /// Optimize in case of exact match with order key element
 /// or in some simple cases when order key element is wrapped into monotonic function.
 /// Returns on of {-1, 0, 1} - direction of the match. 0 means - doesn't match.
 int matchSortDescriptionAndKey(
     const ActionsDAGPtr & dag,
     const SortColumnDescription & sort_column,
+    const ActionsDAG & sort_column_dag,
     const std::string & sorting_key_column)
 {
     /// If required order depend on collation, it cannot be matched with primary key order.
@@ -156,51 +326,28 @@ int matchSortDescriptionAndKey(
     if (sort_column.collator)
         return 0;
 
-    int current_direction = sort_column.direction;
     /// For the path: order by (sort_column, ...)
-    bool exact_match = sort_column.column_name == sorting_key_column;
-    if (exact_match && !dag)
-        return current_direction;
+    if (!dag && sort_column.column_name == sorting_key_column)
+        return sort_column.direction;
 
-    const auto * node = dag->tryFindInOutputs(sort_column.column_name);
+    const auto * outer = dag->tryFindInOutputs(sort_column.column_name);
     /// It is possible when e.g. sort by array joined column.
-    if (!node)
+    if (!outer)
         return 0;
 
-    if (exact_match && node->type == ActionsDAG::ActionType::INPUT)
-        return current_direction;
+    const auto * inner = sort_column_dag.tryFindInOutputs(sorting_key_column);
+    /// This should not happen.
+    if (!inner)
+        return 0;
 
-    while (node->children.size() == 1)
-    {
-        if (node->type == ActionsDAG::ActionType::FUNCTION)
-        {
-            const auto & func = *node->function_base;
-            if (!func.hasInformationAboutMonotonicity())
-                return 0;
-
-            auto monotonicity = func.getMonotonicityForRange(*func.getArgumentTypes().at(0), {}, {});
-            if (!monotonicity.is_monotonic)
-                return 0;
-
-            if (!monotonicity.is_positive)
-                current_direction *= -1;
-
-        }
-        else if (node->type != ActionsDAG::ActionType::ALIAS)
-            return 0;
-
-        node = node->children.front();
-        if (node->result_name == sorting_key_column)
-            return current_direction;
-    }
-
-    return 0;
+    return isMonotonicSubtree(inner, outer) * sort_column.direction;
 }
 
 SortDescription buildPrefixSortDescription(
     size_t fixed_prefix_size,
     const ActionsDAGPtr & dag,
     const SortDescription & description,
+    const ActionsDAG & sorting_key_dag,
     const Names & sorting_key_columns)
 {
     size_t descr_prefix_size = std::min(description.size(), sorting_key_columns.size() - fixed_prefix_size);
@@ -216,7 +363,7 @@ SortDescription buildPrefixSortDescription(
     for (size_t i = 0; i < descr_prefix_size; ++i)
     {
         int current_direction = matchSortDescriptionAndKey(
-            dag, description[i], sorting_key_columns[i + fixed_prefix_size]);
+            dag, description[i], sorting_key_dag, sorting_key_columns[i + fixed_prefix_size]);
 
         if (!current_direction || (i > 0 && current_direction != read_direction))
             break;
@@ -248,17 +395,18 @@ void optimizeReadInOrder(QueryPlan::Node & node)
         return;
 
     ActionsDAGPtr dag;
-    NameSet filter_columns;
-    buildSortingDAG(node.children.front(), dag, filter_columns);
+    FixedColumns fixed_columns;
+    buildSortingDAG(node.children.front(), dag, fixed_columns);
 
     const auto & description = sorting->getSortDescription();
     const auto & sorting_key_columns = sorting_key.column_names;
 
     size_t fixed_prefix_size = 0;
-    if (dag)
-        calculateFixedPrefixSize(*dag, filter_columns, sorting_key_columns);
 
-    auto prefix_description = buildPrefixSortDescription(fixed_prefix_size, dag, description, sorting_key_columns);
+    auto prefix_description = buildPrefixSortDescription(
+        fixed_prefix_size,
+        dag, description,
+        sorting_key.expression->getActionsDAG(), sorting_key_columns);
 }
 
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & /*nodes*/)

From f0fd85a24f3a6e4595cdbba053dc4764feaad762 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Mon, 22 Aug 2022 18:13:13 +0000
Subject: [PATCH 003/211] Reimplement read-in-order optimisation on top of
 query plan.

---
 .../QueryPlan/Optimizations/Optimizations.h   |   3 +-
 .../optimizePrimaryKeyCondition.cpp           |   2 +
 ...reuseStorageOrderingForWindowFunctions.cpp | 194 +++++++++++++-----
 src/Processors/QueryPlan/SortingStep.h        |   1 +
 4 files changed, 148 insertions(+), 52 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index 904f30e84b0..1b4ffb8340e 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -12,6 +12,7 @@ namespace QueryPlanOptimizations
 /// This is the main function which optimizes the whole QueryPlan tree.
 void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
 
+void optimizeReadInOrder(QueryPlan::Node & node);
 void optimizePrimaryKeyCondition(QueryPlan::Node & root);
 
 /// Optimization is a function applied to QueryPlan::Node.
@@ -63,7 +64,7 @@ inline const auto & getOptimizations()
         {tryMergeExpressions, "mergeExpressions", &QueryPlanOptimizationSettings::optimize_plan},
         {tryPushDownFilter, "pushDownFilter", &QueryPlanOptimizationSettings::filter_push_down},
         {tryExecuteFunctionsAfterSorting, "liftUpFunctions", &QueryPlanOptimizationSettings::optimize_plan},
-        {tryReuseStorageOrderingForWindowFunctions, "reuseStorageOrderingForWindowFunctions", &QueryPlanOptimizationSettings::optimize_plan}
+        // {tryReuseStorageOrderingForWindowFunctions, "reuseStorageOrderingForWindowFunctions", &QueryPlanOptimizationSettings::optimize_plan}
     }};
 
     return optimizations;
diff --git a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
index 7d682c408e5..ebaf99dbd3f 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
@@ -33,6 +33,8 @@ void optimizePrimaryKeyCondition(QueryPlan::Node & root)
             continue;
         }
 
+        optimizeReadInOrder(*frame.node);
+
         auto add_filter = [&](auto & storage)
         {
             for (auto iter=stack.rbegin() + 1; iter!=stack.rend(); ++iter)
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 39825cdaffb..154a6d12b1a 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -133,6 +133,66 @@ void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, FixedColumns &
     }
 }
 
+void enreachFixedColumns(ActionsDAGPtr & dag, FixedColumns & fixed_columns)
+{
+    struct Frame
+    {
+        const ActionsDAG::Node * node;
+        size_t next_child = 0;
+    };
+
+    std::stack<Frame> stack;
+    std::unordered_set<const ActionsDAG::Node *> visited;
+    for (const auto & node : dag->getNodes())
+    {
+        if (visited.contains(&node))
+            continue;
+
+        stack.push({&node});
+        visited.insert(&node);
+        while (!stack.empty())
+        {
+            auto & frame = stack.top();
+            for (; frame.next_child < frame.node->children.size(); ++frame.next_child)
+                if (!visited.contains(frame.node->children[frame.next_child]))
+                    break;
+
+            if (frame.next_child < frame.node->children.size())
+            {
+                const auto * child = frame.node->children[frame.next_child];
+                visited.insert(child);
+                stack.push({child});
+                ++frame.next_child;
+            }
+            else
+            {
+                /// Ignore constants here, will check them separately
+                if (!frame.node->column)
+                {
+                    if (frame.node->type == ActionsDAG::ActionType::ALIAS)
+                    {
+                        if (fixed_columns.contains(frame.node->children.at(0)))
+                            fixed_columns.insert(frame.node);
+                    }
+                    else if (frame.node->type == ActionsDAG::ActionType::FUNCTION)
+                    {
+                        if (frame.node->function_base->isDeterministicInScopeOfQuery())
+                        {
+                            bool all_args_fixed_or_const = true;
+                            for (const auto * child : frame.node->children)
+                                if (!child->column || !fixed_columns.contains(child))
+                                    all_args_fixed_or_const = false;
+
+                            if (all_args_fixed_or_const)
+                                fixed_columns.insert(frame.node);
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
+
 /// Here we try to find inner DAG inside outer DAG.
 /// Build a map: inner.nodes -> outer.nodes.
 // using NodesMap = std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *>;
@@ -311,66 +371,82 @@ int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node *
     return res;
 }
 
-
-/// Optimize in case of exact match with order key element
-/// or in some simple cases when order key element is wrapped into monotonic function.
-/// Returns on of {-1, 0, 1} - direction of the match. 0 means - doesn't match.
-int matchSortDescriptionAndKey(
-    const ActionsDAGPtr & dag,
-    const SortColumnDescription & sort_column,
-    const ActionsDAG & sort_column_dag,
-    const std::string & sorting_key_column)
-{
-    /// If required order depend on collation, it cannot be matched with primary key order.
-    /// Because primary keys cannot have collations.
-    if (sort_column.collator)
-        return 0;
-
-    /// For the path: order by (sort_column, ...)
-    if (!dag && sort_column.column_name == sorting_key_column)
-        return sort_column.direction;
-
-    const auto * outer = dag->tryFindInOutputs(sort_column.column_name);
-    /// It is possible when e.g. sort by array joined column.
-    if (!outer)
-        return 0;
-
-    const auto * inner = sort_column_dag.tryFindInOutputs(sorting_key_column);
-    /// This should not happen.
-    if (!inner)
-        return 0;
-
-    return isMonotonicSubtree(inner, outer) * sort_column.direction;
-}
-
 SortDescription buildPrefixSortDescription(
-    size_t fixed_prefix_size,
+    const FixedColumns & fixed_columns,
     const ActionsDAGPtr & dag,
     const SortDescription & description,
     const ActionsDAG & sorting_key_dag,
-    const Names & sorting_key_columns)
+    const Names & sorting_key_columns,
+    int & read_direction)
 {
-    size_t descr_prefix_size = std::min(description.size(), sorting_key_columns.size() - fixed_prefix_size);
-
     SortDescription order_key_prefix_descr;
     order_key_prefix_descr.reserve(description.size());
 
-    for (size_t i = 0; i < fixed_prefix_size; ++i)
-        order_key_prefix_descr.push_back(description[i]);
+    /// This is a result direction we will read from MergeTree
+    ///  1 - in order,
+    /// -1 - in reverse order,
+    ///  0 - usual read, don't apply optimization
+    ///
+    /// So far, 0 means any direction is possible. It is ok for constant prefix.
+    read_direction = 0;
 
-    int read_direction = description.at(0).direction;
-
-    for (size_t i = 0; i < descr_prefix_size; ++i)
+    for (size_t i = 0, next_sort_key = 0; i < description.size() && next_sort_key < sorting_key_columns.size(); ++i)
     {
-        int current_direction = matchSortDescriptionAndKey(
-            dag, description[i], sorting_key_dag, sorting_key_columns[i + fixed_prefix_size]);
+        const auto & sort_column = description[i];
+        const auto & sorting_key_column = sorting_key_columns[next_sort_key];
 
-        if (!current_direction || (i > 0 && current_direction != read_direction))
+        /// If required order depend on collation, it cannot be matched with primary key order.
+        /// Because primary keys cannot have collations.
+        if (sort_column.collator)
+            return order_key_prefix_descr;
+
+        /// Direction for current sort key.
+        int current_direction = 0;
+
+        if (!dag)
+        {
+            if (sort_column.column_name != sorting_key_column)
+                return order_key_prefix_descr;
+
+            current_direction = sort_column.direction;
+            ++next_sort_key;
+        }
+        else
+        {
+            const ActionsDAG::Node * sort_node = dag->tryFindInOutputs(sort_column.column_name);
+             /// It is possible when e.g. sort by array joined column.
+            if (!sort_node)
+                return order_key_prefix_descr;
+
+            const ActionsDAG::Node * sort_column_node = sorting_key_dag.tryFindInOutputs(sorting_key_column);
+            /// This should not happen.
+            if (!sort_column_node)
+                return order_key_prefix_descr;
+
+            bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
+
+            /// We try to find the match even if column is fixed. In this case, potentially more keys will match.
+            /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
+            ///          'SELECT x, y FROM table WHERE x = 42 ORDER BY x + 1, y + 1'
+            /// Here, 'x + 1' would be a fixed point. But it is reasonable to read-in-order.
+            current_direction = isMonotonicSubtree(sort_column_node, sort_node) * sort_column.direction;
+
+            if (current_direction == 0 || !is_fixed_column)
+                return order_key_prefix_descr;
+
+            if (current_direction)
+                ++next_sort_key;
+
+            if (is_fixed_column)
+                current_direction = 0;
+        }
+
+        /// read_direction == 0 means we can choose any global direction.
+        /// current_direction == 0 means current key if fixed and any direction is possible for it.
+        if (current_direction && read_direction && current_direction != read_direction)
             break;
 
-        if (i == 0)
-            read_direction = current_direction;
-
+        read_direction = current_direction;
         order_key_prefix_descr.push_back(description[i]);
     }
 
@@ -401,12 +477,28 @@ void optimizeReadInOrder(QueryPlan::Node & node)
     const auto & description = sorting->getSortDescription();
     const auto & sorting_key_columns = sorting_key.column_names;
 
-    size_t fixed_prefix_size = 0;
-
+    int read_direction = 0;
     auto prefix_description = buildPrefixSortDescription(
-        fixed_prefix_size,
+        fixed_columns,
         dag, description,
-        sorting_key.expression->getActionsDAG(), sorting_key_columns);
+        sorting_key.expression->getActionsDAG(), sorting_key_columns,
+        read_direction);
+
+    /// It is possible that prefix_description is not empty, but read_direction is 0.
+    /// It means that some prefix of sorting key matched, but it was constant.
+    /// In this case, read-in-order is useless.
+    if (read_direction == 0 || prefix_description.empty())
+        return;
+
+    auto limit = sorting->getLimit();
+
+    auto order_info = std::make_shared<InputOrderInfo>(
+        SortDescription{},
+        std::move(prefix_description),
+        read_direction, limit);
+
+    reading->setQueryInfoInputOrderInfo(order_info);
+    sorting->convertToFinishSorting(order_info->order_key_prefix_descr);
 }
 
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & /*nodes*/)
diff --git a/src/Processors/QueryPlan/SortingStep.h b/src/Processors/QueryPlan/SortingStep.h
index ce78bb863bf..a872edd48b6 100644
--- a/src/Processors/QueryPlan/SortingStep.h
+++ b/src/Processors/QueryPlan/SortingStep.h
@@ -46,6 +46,7 @@ public:
     void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
+    UInt64 getLimit() const { return limit; }
     /// Add limit or change it to lower value.
     void updateLimit(size_t limit_);
 

From 952d546a7c979f43f7ce8801f049f3774b465877 Mon Sep 17 00:00:00 2001
From: filimonov <1549571+filimonov@users.noreply.github.com>
Date: Wed, 28 Sep 2022 16:19:06 +0200
Subject: [PATCH 004/211] Better logging for docs builder

CI=true is not pushed from github actions inside container, so it can use some fancy console output formats which may accidentally suppress the docusaurus output, makind the real error not visible in CI report (see https://github.com/ClickHouse/ClickHouse/pull/41254#issuecomment-1259275622 )
---
 docker/docs/builder/run.sh | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docker/docs/builder/run.sh b/docker/docs/builder/run.sh
index a4f678b2f24..87e6218547f 100755
--- a/docker/docs/builder/run.sh
+++ b/docker/docs/builder/run.sh
@@ -25,6 +25,7 @@ done
 sed -i '/onBrokenMarkdownLinks:/ s/ignore/error/g' docusaurus.config.js
 
 if [[ $# -lt 1 ]] || [[ "$1" == "--"* ]]; then
+  export CI=true 
   exec yarn build "$@"
 fi
 

From 10335aec136c541416979fee3b59c78a3221202c Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Fri, 14 Oct 2022 15:09:35 +0000
Subject: [PATCH 005/211] Improve using structure from insertion table in table
 functions

---
 src/Core/Settings.h                           |  2 +-
 src/Interpreters/Context.cpp                  | 73 +++++++++++++++++--
 src/Interpreters/Context.h                    | 11 ++-
 src/Interpreters/JoinedTables.cpp             | 11 +--
 src/Interpreters/JoinedTables.h               |  3 +-
 src/Interpreters/executeQuery.cpp             |  3 +-
 src/TableFunctions/ITableFunction.h           |  6 +-
 src/TableFunctions/ITableFunctionFileLike.cpp |  5 ++
 src/TableFunctions/ITableFunctionFileLike.h   |  2 +
 src/TableFunctions/TableFunctionS3.cpp        |  5 ++
 src/TableFunctions/TableFunctionS3.h          |  2 +
 ...e_structure_from_insertion_table.reference |  9 +++
 ...458_use_structure_from_insertion_table.sql | 39 ++++++++++
 13 files changed, 152 insertions(+), 19 deletions(-)
 create mode 100644 tests/queries/0_stateless/02458_use_structure_from_insertion_table.reference
 create mode 100644 tests/queries/0_stateless/02458_use_structure_from_insertion_table.sql

diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index 5dedc6117aa..e87a2b99c91 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -609,7 +609,7 @@ static constexpr UInt64 operator""_GiB(unsigned long long value)
     \
     M(Bool, load_marks_asynchronously, false, "Load MergeTree marks asynchronously", 0) \
     \
-    M(Bool, use_structure_from_insertion_table_in_table_functions, false, "Use structure from insertion table instead of schema inference from data", 0) \
+    M(UInt64, use_structure_from_insertion_table_in_table_functions, 2, "Use structure from insertion table instead of schema inference from data. Possible values: 0 - disabled, 1 - enabled, 2 - auto", 0) \
     \
     M(UInt64, http_max_tries, 10, "Max attempts to read via http.", 0) \
     M(UInt64, http_retry_initial_backoff_ms, 100, "Min milliseconds for backoff, when retrying read via http", 0) \
diff --git a/src/Interpreters/Context.cpp b/src/Interpreters/Context.cpp
index 321a46baff6..793135477d0 100644
--- a/src/Interpreters/Context.cpp
+++ b/src/Interpreters/Context.cpp
@@ -75,6 +75,8 @@
 #include <Parsers/ASTCreateQuery.h>
 #include <Parsers/ParserCreateQuery.h>
 #include <Parsers/parseQuery.h>
+#include <Parsers/ASTAsterisk.h>
+#include <Parsers/ASTIdentifier.h>
 #include <Common/StackTrace.h>
 #include <Common/Config/ConfigHelper.h>
 #include <Common/Config/ConfigProcessor.h>
@@ -1184,7 +1186,7 @@ void Context::addQueryFactoriesInfo(QueryLogFactories factory_type, const String
 }
 
 
-StoragePtr Context::executeTableFunction(const ASTPtr & table_expression)
+StoragePtr Context::executeTableFunction(const ASTPtr & table_expression, const ASTSelectQuery * select_query_hint)
 {
     auto hash = table_expression->getTreeHash();
     String key = toString(hash.first) + '_' + toString(hash.second);
@@ -1194,15 +1196,61 @@ StoragePtr Context::executeTableFunction(const ASTPtr & table_expression)
     if (!res)
     {
         TableFunctionPtr table_function_ptr = TableFunctionFactory::instance().get(table_expression, shared_from_this());
-        if (getSettingsRef().use_structure_from_insertion_table_in_table_functions && table_function_ptr->needStructureHint())
+        if (getSettingsRef().use_structure_from_insertion_table_in_table_functions && table_function_ptr->needStructureHint() && hasInsertionTable())
         {
-            const auto & insertion_table = getInsertionTable();
-            if (!insertion_table.empty())
+            const auto & structure_hint = DatabaseCatalog::instance().getTable(getInsertionTable(), shared_from_this())->getInMemoryMetadataPtr()->getColumns();
+            bool use_columns_from_insert_query = true;
+
+            /// use_structure_from_insertion_table_in_table_functions=2 means `auto`
+            if (select_query_hint && getSettingsRef().use_structure_from_insertion_table_in_table_functions == 2)
             {
-                const auto & structure_hint
-                    = DatabaseCatalog::instance().getTable(insertion_table, shared_from_this())->getInMemoryMetadataPtr()->columns;
-                table_function_ptr->setStructureHint(structure_hint);
+                const auto * expression_list = select_query_hint->select()->as<ASTExpressionList>();
+                Names columns_names;
+                bool have_asteriks = false;
+                /// First, check if we have only identifiers, asteriks and literals in select expression,
+                /// and if no, we cannot use the structure from insertion table.
+                for (const auto & expression : expression_list->children)
+                {
+                    if (auto * identifier = expression->as<ASTIdentifier>())
+                    {
+                        columns_names.push_back(identifier->name());
+                    }
+                    else if (expression->as<ASTAsterisk>())
+                    {
+                        have_asteriks = true;
+                    }
+                    else if (!expression->as<ASTLiteral>())
+                    {
+                        use_columns_from_insert_query = false;
+                        break;
+                    }
+                }
+
+                /// Check that all identifiers are column names from insertion table.
+                for (const auto & column_name : columns_names)
+                {
+                    if (!structure_hint.has(column_name))
+                    {
+                        use_columns_from_insert_query = false;
+                        break;
+                    }
+                }
+
+                /// If we don't have asteriks but only subset of columns, we should use
+                /// structure from insertion table only in case when table function
+                /// supports reading subset of columns from data.
+                if (use_columns_from_insert_query && !have_asteriks && !columns_names.empty())
+                {
+                    /// For input function we should check if input format supports reading subset of columns.
+                    if (table_function_ptr->getName() == "input")
+                        use_columns_from_insert_query = FormatFactory::instance().checkIfFormatSupportsSubsetOfColumns(getInsertFormat());
+                    else
+                        use_columns_from_insert_query = table_function_ptr->supportsReadingSubsetOfColumns();
+                }
             }
+
+            if (use_columns_from_insert_query)
+                table_function_ptr->setStructureHint(structure_hint);
         }
 
         res = table_function_ptr->execute(table_expression, shared_from_this(), table_function_ptr->getName());
@@ -1432,12 +1480,21 @@ String Context::getDefaultFormat() const
     return default_format.empty() ? "TabSeparated" : default_format;
 }
 
-
 void Context::setDefaultFormat(const String & name)
 {
     default_format = name;
 }
 
+String Context::getInsertFormat() const
+{
+    return insert_format;
+}
+
+void Context::setInsertFormat(const String & name)
+{
+    insert_format = name;
+}
+
 MultiVersion<Macros>::Version Context::getMacros() const
 {
     return shared->macros.get();
diff --git a/src/Interpreters/Context.h b/src/Interpreters/Context.h
index a9984e32c1b..0cc4b17968f 100644
--- a/src/Interpreters/Context.h
+++ b/src/Interpreters/Context.h
@@ -9,6 +9,7 @@
 #include <Interpreters/DatabaseCatalog.h>
 #include <Interpreters/MergeTreeTransactionHolder.h>
 #include <Parsers/IAST_fwd.h>
+#include <Parsers/ASTSelectQuery.h>
 #include <Storages/IStorage_fwd.h>
 #include <Common/MultiVersion.h>
 #include <Common/OpenTelemetryTraceContext.h>
@@ -232,6 +233,9 @@ private:
 
     String default_format;  /// Format, used when server formats data by itself and if query does not have FORMAT specification.
                             /// Thus, used in HTTP interface. If not specified - then some globally default format is used.
+
+    String insert_format; /// Format, used in insert query.
+
     TemporaryTablesMapping external_tables_mapping;
     Scalars scalars;
     /// Used to store constant values which are different on each instance during distributed plan, such as _shard_num.
@@ -592,7 +596,9 @@ public:
     const QueryFactoriesInfo & getQueryFactoriesInfo() const { return query_factories_info; }
     void addQueryFactoriesInfo(QueryLogFactories factory_type, const String & created_object) const;
 
-    StoragePtr executeTableFunction(const ASTPtr & table_expression);
+    /// For table functions s3/file/url/hdfs/input we can use structure from
+    /// insertion table depending on select expression.
+    StoragePtr executeTableFunction(const ASTPtr & table_expression, const ASTSelectQuery * select_query_hint = nullptr);
 
     void addViewSource(const StoragePtr & storage);
     StoragePtr getViewSource() const;
@@ -621,6 +627,9 @@ public:
     String getDefaultFormat() const;    /// If default_format is not specified, some global default format is returned.
     void setDefaultFormat(const String & name);
 
+    String getInsertFormat() const;
+    void setInsertFormat(const String & name);
+
     MultiVersion<Macros>::Version getMacros() const;
     void setMacros(std::unique_ptr<Macros> && macros);
 
diff --git a/src/Interpreters/JoinedTables.cpp b/src/Interpreters/JoinedTables.cpp
index f4a98ada199..b88bb5d1caf 100644
--- a/src/Interpreters/JoinedTables.cpp
+++ b/src/Interpreters/JoinedTables.cpp
@@ -173,12 +173,13 @@ using RenameQualifiedIdentifiersVisitor = InDepthNodeVisitor<RenameQualifiedIden
 
 }
 
-JoinedTables::JoinedTables(ContextPtr context_, const ASTSelectQuery & select_query, bool include_all_columns_)
+JoinedTables::JoinedTables(ContextPtr context_, const ASTSelectQuery & select_query_, bool include_all_columns_)
     : context(context_)
-    , table_expressions(getTableExpressions(select_query))
+    , table_expressions(getTableExpressions(select_query_))
     , include_all_columns(include_all_columns_)
-    , left_table_expression(extractTableExpression(select_query, 0))
-    , left_db_and_table(getDatabaseAndTable(select_query, 0))
+    , left_table_expression(extractTableExpression(select_query_, 0))
+    , left_db_and_table(getDatabaseAndTable(select_query_, 0))
+    , select_query(select_query_)
 {}
 
 bool JoinedTables::isLeftTableSubquery() const
@@ -206,7 +207,7 @@ StoragePtr JoinedTables::getLeftTableStorage()
         return {};
 
     if (isLeftTableFunction())
-        return context->getQueryContext()->executeTableFunction(left_table_expression);
+        return context->getQueryContext()->executeTableFunction(left_table_expression, &select_query);
 
     StorageID table_id = StorageID::createEmpty();
     if (left_db_and_table)
diff --git a/src/Interpreters/JoinedTables.h b/src/Interpreters/JoinedTables.h
index 9d01c081e9f..7562dbc9ac5 100644
--- a/src/Interpreters/JoinedTables.h
+++ b/src/Interpreters/JoinedTables.h
@@ -22,7 +22,7 @@ using StorageMetadataPtr = std::shared_ptr<const StorageInMemoryMetadata>;
 class JoinedTables
 {
 public:
-    JoinedTables(ContextPtr context, const ASTSelectQuery & select_query, bool include_all_columns_ = false);
+    JoinedTables(ContextPtr context, const ASTSelectQuery & select_query_, bool include_all_columns_ = false);
 
     void reset(const ASTSelectQuery & select_query);
 
@@ -52,6 +52,7 @@ private:
     /// Legacy (duplicated left table values)
     ASTPtr left_table_expression;
     std::optional<DatabaseAndTableWithAlias> left_db_and_table;
+    const ASTSelectQuery & select_query;
 };
 
 }
diff --git a/src/Interpreters/executeQuery.cpp b/src/Interpreters/executeQuery.cpp
index 7a633242904..253de6ea3ac 100644
--- a/src/Interpreters/executeQuery.cpp
+++ b/src/Interpreters/executeQuery.cpp
@@ -450,6 +450,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
         if (insert_query)
         {
+            context->setInsertFormat(insert_query->format);
             if (insert_query->data)
                 query_end = insert_query->data;
             else
@@ -579,7 +580,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 insert_query->tryFindInputFunction(input_function);
                 if (input_function)
                 {
-                    StoragePtr storage = context->executeTableFunction(input_function);
+                    StoragePtr storage = context->executeTableFunction(input_function, insert_query->select->as<ASTSelectQuery>());
                     auto & input_storage = dynamic_cast<StorageInput &>(*storage);
                     auto input_metadata_snapshot = input_storage.getInMemoryMetadataPtr();
                     auto pipe = getSourceFromASTInsertQuery(
diff --git a/src/TableFunctions/ITableFunction.h b/src/TableFunctions/ITableFunction.h
index 4b9a87b93f1..d586946da04 100644
--- a/src/TableFunctions/ITableFunction.h
+++ b/src/TableFunctions/ITableFunction.h
@@ -54,15 +54,17 @@ public:
     virtual ColumnsDescription getActualTableStructure(ContextPtr /*context*/) const = 0;
 
     /// Check if table function needs a structure hint from SELECT query in case of
-    /// INSERT INTO FUNCTION ... SELECT ...
+    /// INSERT INTO FUNCTION ... SELECT ... and INSERT INTO ... SELECT ... FROM table_function(...)
     /// It's used for schema inference.
     virtual bool needStructureHint() const { return false; }
 
     /// Set a structure hint from SELECT query in case of
-    /// INSERT INTO FUNCTION ... SELECT ...
+    /// INSERT INTO FUNCTION ... SELECT ... and INSERT INTO ... SELECT ... FROM table_function(...)
     /// This hint could be used not to repeat schema in function arguments.
     virtual void setStructureHint(const ColumnsDescription &) {}
 
+    virtual bool supportsReadingSubsetOfColumns() { return true; }
+
     /// Create storage according to the query.
     StoragePtr
     execute(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns_ = {}, bool use_global_context = false) const;
diff --git a/src/TableFunctions/ITableFunctionFileLike.cpp b/src/TableFunctions/ITableFunctionFileLike.cpp
index 8be2341b81d..d62e44a16cc 100644
--- a/src/TableFunctions/ITableFunctionFileLike.cpp
+++ b/src/TableFunctions/ITableFunctionFileLike.cpp
@@ -34,6 +34,11 @@ String ITableFunctionFileLike::getFormatFromFirstArgument()
     return FormatFactory::instance().getFormatFromFileName(filename, true);
 }
 
+bool ITableFunctionFileLike::supportsReadingSubsetOfColumns()
+{
+    return FormatFactory::instance().checkIfFormatSupportsSubsetOfColumns(format);
+}
+
 void ITableFunctionFileLike::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     /// Parse args
diff --git a/src/TableFunctions/ITableFunctionFileLike.h b/src/TableFunctions/ITableFunctionFileLike.h
index c2f32eb0aa3..589fce67638 100644
--- a/src/TableFunctions/ITableFunctionFileLike.h
+++ b/src/TableFunctions/ITableFunctionFileLike.h
@@ -18,6 +18,8 @@ public:
 
     void setStructureHint(const ColumnsDescription & structure_hint_) override { structure_hint = structure_hint_; }
 
+    bool supportsReadingSubsetOfColumns() override;
+
 protected:
     void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
     virtual void parseFirstArguments(const ASTPtr & arg, const ContextPtr & context);
diff --git a/src/TableFunctions/TableFunctionS3.cpp b/src/TableFunctions/TableFunctionS3.cpp
index 0bf33007760..44b6f087d6b 100644
--- a/src/TableFunctions/TableFunctionS3.cpp
+++ b/src/TableFunctions/TableFunctionS3.cpp
@@ -146,6 +146,11 @@ ColumnsDescription TableFunctionS3::getActualTableStructure(ContextPtr context)
     return parseColumnsListFromString(configuration.structure, context);
 }
 
+bool TableFunctionS3::supportsReadingSubsetOfColumns()
+{
+    return FormatFactory::instance().checkIfFormatSupportsSubsetOfColumns(configuration.format);
+}
+
 StoragePtr TableFunctionS3::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     Poco::URI uri (configuration.url);
diff --git a/src/TableFunctions/TableFunctionS3.h b/src/TableFunctions/TableFunctionS3.h
index be84bc4d8ab..05d3ebea316 100644
--- a/src/TableFunctions/TableFunctionS3.h
+++ b/src/TableFunctions/TableFunctionS3.h
@@ -30,6 +30,8 @@ public:
 
     void setStructureHint(const ColumnsDescription & structure_hint_) override { structure_hint = structure_hint_; }
 
+    bool supportsReadingSubsetOfColumns() override;
+
 protected:
     friend class TableFunctionS3Cluster;
 
diff --git a/tests/queries/0_stateless/02458_use_structure_from_insertion_table.reference b/tests/queries/0_stateless/02458_use_structure_from_insertion_table.reference
new file mode 100644
index 00000000000..0ca28640270
--- /dev/null
+++ b/tests/queries/0_stateless/02458_use_structure_from_insertion_table.reference
@@ -0,0 +1,9 @@
+\N	1
+1	2
+\N	42
+\N	42
+\N	42
+\N	42
+\N
+\N
+\N
diff --git a/tests/queries/0_stateless/02458_use_structure_from_insertion_table.sql b/tests/queries/0_stateless/02458_use_structure_from_insertion_table.sql
new file mode 100644
index 00000000000..a609dc361fe
--- /dev/null
+++ b/tests/queries/0_stateless/02458_use_structure_from_insertion_table.sql
@@ -0,0 +1,39 @@
+-- Tags: no-parallel, no-fasttest
+
+insert into function file(02458_data.jsonl) select NULL as x, 42 as y settings engine_file_truncate_on_insert=1;
+insert into function file(02458_data.jsoncompacteachrow) select NULL as x, 42 as y settings engine_file_truncate_on_insert=1;
+drop table if exists test;
+create table test (x Nullable(UInt32), y UInt32) engine=Memory();
+
+set use_structure_from_insertion_table_in_table_functions=2;
+insert into test select * from file(02458_data.jsonl);
+insert into test select x, 1 from file(02458_data.jsonl);
+insert into test select x, y from file(02458_data.jsonl);
+insert into test select x + 1, y from file(02458_data.jsonl); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+insert into test select x, z from file(02458_data.jsonl); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+
+insert into test select * from file(02458_data.jsoncompacteachrow);
+insert into test select x, 1 from file(02458_data.jsoncompacteachrow); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+insert into test select x, y from file(02458_data.jsoncompacteachrow); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+insert into test select x + 1, y from file(02458_data.jsoncompacteachrow); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+insert into test select x, z from file(02458_data.jsoncompacteachrow); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+
+insert into test select * from input() format CSV 1,2
+insert into test select x, y from input() format CSV 1,2 -- {serverError CANNOT_EXTRACT_TABLE_STRUCTURE}
+insert into test select x, y from input() format JSONEachRow {"x" : null, "y" : 42}
+
+select * from test order by y;
+
+drop table test;
+create table test (x Nullable(UInt32)) engine=Memory();
+insert into test select * from file(02458_data.jsonl);
+insert into test select x from file(02458_data.jsonl);
+insert into test select y from file(02458_data.jsonl); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+insert into test select y as x from file(02458_data.jsonl); -- {serverError ONLY_NULLS_WHILE_READING_SCHEMA}
+
+insert into test select c1 from input() format CSV 1,2; -- {serverError CANNOT_EXTRACT_TABLE_STRUCTURE}
+insert into test select x from input() format JSONEachRow {"x" : null, "y" : 42}
+
+select * from test order by x;
+
+drop table test;

From 2b150a575e263d7c91dbbc25f489452d901383c4 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Fri, 14 Oct 2022 15:15:03 +0000
Subject: [PATCH 006/211] Add docs

---
 docs/en/operations/settings/settings.md | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/docs/en/operations/settings/settings.md b/docs/en/operations/settings/settings.md
index 31609fe24be..82fb825df45 100644
--- a/docs/en/operations/settings/settings.md
+++ b/docs/en/operations/settings/settings.md
@@ -3403,6 +3403,17 @@ Use schema from cache for URL with last modification time validation (for urls w
 
 Default value: `true`.
 
+## use_structure_from_insertion_table_in_table_functions {use_structure_from_insertion_table_in_table_functions}
+
+Use structure from insertion table instead of schema inference from data.
+
+Possible values:
+- 0 - disabled
+- 1 - enabled
+- 2 - auto
+
+Default value: 2.
+
 ## compatibility {#compatibility}
 
 This setting changes other settings according to provided ClickHouse version.

From 11a9b5977a30ec409ef2113ae0e1ac636b34a9f0 Mon Sep 17 00:00:00 2001
From: Kruglov Pavel <48961922+Avogar@users.noreply.github.com>
Date: Fri, 14 Oct 2022 19:22:05 +0200
Subject: [PATCH 007/211] Fix typos

---
 src/Interpreters/Context.cpp | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/Interpreters/Context.cpp b/src/Interpreters/Context.cpp
index 6ca6e987436..b5002b1df19 100644
--- a/src/Interpreters/Context.cpp
+++ b/src/Interpreters/Context.cpp
@@ -1246,8 +1246,8 @@ StoragePtr Context::executeTableFunction(const ASTPtr & table_expression, const
             {
                 const auto * expression_list = select_query_hint->select()->as<ASTExpressionList>();
                 Names columns_names;
-                bool have_asteriks = false;
-                /// First, check if we have only identifiers, asteriks and literals in select expression,
+                bool have_asterisk = false;
+                /// First, check if we have only identifiers, asterisk and literals in select expression,
                 /// and if no, we cannot use the structure from insertion table.
                 for (const auto & expression : expression_list->children)
                 {
@@ -1257,7 +1257,7 @@ StoragePtr Context::executeTableFunction(const ASTPtr & table_expression, const
                     }
                     else if (expression->as<ASTAsterisk>())
                     {
-                        have_asteriks = true;
+                        have_asterisk = true;
                     }
                     else if (!expression->as<ASTLiteral>())
                     {
@@ -1276,10 +1276,10 @@ StoragePtr Context::executeTableFunction(const ASTPtr & table_expression, const
                     }
                 }
 
-                /// If we don't have asteriks but only subset of columns, we should use
+                /// If we don't have asterisk but only subset of columns, we should use
                 /// structure from insertion table only in case when table function
                 /// supports reading subset of columns from data.
-                if (use_columns_from_insert_query && !have_asteriks && !columns_names.empty())
+                if (use_columns_from_insert_query && !have_asterisk && !columns_names.empty())
                 {
                     /// For input function we should check if input format supports reading subset of columns.
                     if (table_function_ptr->getName() == "input")

From 798e6281b4e7ceac3e5b5ca0de1c150c364be039 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Tue, 18 Oct 2022 13:19:07 +0000
Subject: [PATCH 008/211] Fix test

---
 tests/queries/0_stateless/01825_type_json_schema_inference.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/01825_type_json_schema_inference.sh b/tests/queries/0_stateless/01825_type_json_schema_inference.sh
index 36991bd8069..f6917ab18ad 100755
--- a/tests/queries/0_stateless/01825_type_json_schema_inference.sh
+++ b/tests/queries/0_stateless/01825_type_json_schema_inference.sh
@@ -46,7 +46,7 @@ ${CLICKHOUSE_CLIENT} -q "CREATE TABLE t_json_inference (obj JSON, map Map(String
 
 echo '{"map": {"k1": 1, "k2": 2}, "obj": {"k1": 1, "k2": 2}}' > $filename
 
-${CLICKHOUSE_CLIENT} -q "INSERT INTO t_json_inference SELECT * FROM file('${CLICKHOUSE_TEST_UNIQUE_NAME}/data.json', 'JSONEachRow')" --allow_experimental_object_type 1
+${CLICKHOUSE_CLIENT} -q "INSERT INTO t_json_inference SELECT * FROM file('${CLICKHOUSE_TEST_UNIQUE_NAME}/data.json', 'JSONEachRow')" --allow_experimental_object_type 1 --use_structure_from_insertion_table_in_table_functions 1
 ${CLICKHOUSE_CLIENT} -q "SELECT * FROM t_json_inference FORMAT JSONEachRow" --output_format_json_named_tuples_as_objects 1
 ${CLICKHOUSE_CLIENT} -q "SELECT toTypeName(obj) FROM t_json_inference LIMIT 1"
 

From 93d48a24032e5e0f4036a0d96a5293e65f898e0b Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Mon, 24 Oct 2022 11:04:45 +0000
Subject: [PATCH 009/211] add functions for powerBI connection

---
 src/Functions/UTCTimestamp.cpp | 117 +++++++++++++++++
 src/Functions/timeDiff.cpp     | 228 +++++++++++++++++++++++++++++++++
 2 files changed, 345 insertions(+)
 create mode 100644 src/Functions/UTCTimestamp.cpp
 create mode 100644 src/Functions/timeDiff.cpp

diff --git a/src/Functions/UTCTimestamp.cpp b/src/Functions/UTCTimestamp.cpp
new file mode 100644
index 00000000000..9b114754061
--- /dev/null
+++ b/src/Functions/UTCTimestamp.cpp
@@ -0,0 +1,117 @@
+#include <DataTypes/DataTypeDateTime.h>
+
+#include <Functions/IFunction.h>
+#include <Core/DecimalFunctions.h>
+#include <Functions/FunctionFactory.h>
+#include <Core/Field.h>
+
+#include <time.h>
+
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+namespace
+{
+
+/// Get the UTC time. (It is a constant, it is evaluated once for the entire query.)
+class ExecutableFunctionUTCTimestamp : public IExecutableFunction
+{
+public:
+    explicit ExecutableFunctionUTCTimestamp(time_t time_) : time_value(time_) {}
+
+    String getName() const override { return "UTCTimestamp"; }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        return DataTypeDateTime().createColumnConst(
+                input_rows_count,
+                static_cast<UInt64>(time_value));
+    }
+
+private:
+    time_t time_value;
+};
+
+class FunctionBaseUTCTimestamp : public IFunctionBase
+{
+public:
+    explicit FunctionBaseUTCTimestamp(time_t time_, DataTypes argument_types_, DataTypePtr return_type_)
+        : time_value(time_), argument_types(std::move(argument_types_)), return_type(std::move(return_type_)) {}
+
+    String getName() const override { return "UTCTimestamp"; }
+
+    const DataTypes & getArgumentTypes() const override
+    {
+        return argument_types;
+    }
+
+    const DataTypePtr & getResultType() const override
+    {
+        return return_type;
+    }
+
+    ExecutableFunctionPtr prepare(const ColumnsWithTypeAndName &) const override
+    {
+        return std::make_unique<ExecutableFunctionUTCTimestamp>(time_value);
+    }
+
+    bool isDeterministic() const override { return false; }
+    bool isDeterministicInScopeOfQuery() const override { return true; }
+    bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return false; }
+
+private:
+    time_t time_value;
+    DataTypes argument_types;
+    DataTypePtr return_type;
+};
+
+class UTCTimestampOverloadResolver : public IFunctionOverloadResolver
+{
+public:
+    static constexpr auto name = "UTCTimestamp";
+
+    String getName() const override { return name; }
+
+    bool isDeterministic() const override { return false; }
+
+    bool isVariadic() const override { return true; }
+
+    size_t getNumberOfArguments() const override { return 0; }
+    static FunctionOverloadResolverPtr create(ContextPtr) { return std::make_unique<UTCTimestampOverloadResolver>(); }
+
+    DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
+    {
+        if (arguments.size() > 0)
+        {
+            throw Exception("Arguments size of function " + getName() + " should be 0", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        }
+
+        return std::make_shared<DataTypeDateTime>();
+    }
+
+    FunctionBasePtr buildImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &) const override
+    {
+        if (arguments.size() > 0)
+        {
+            throw Exception("Arguments size of function " + getName() + " should be 0", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        }
+
+        return std::make_unique<FunctionBaseUTCTimestamp>(time(nullptr), DataTypes(), std::make_shared<DataTypeDateTime>("UTC"));
+    }
+};
+
+}
+
+/// UTC_timestamp for MySQL interface support
+REGISTER_FUNCTION(UTCTimestamp)
+{
+    factory.registerFunction<UTCTimestampOverloadResolver>({}, FunctionFactory::CaseInsensitive);
+    factory.registerAlias("UTC_timestamp", UTCTimestampOverloadResolver::name, FunctionFactory::CaseInsensitive);
+}
+
+}
diff --git a/src/Functions/timeDiff.cpp b/src/Functions/timeDiff.cpp
new file mode 100644
index 00000000000..9081351998f
--- /dev/null
+++ b/src/Functions/timeDiff.cpp
@@ -0,0 +1,228 @@
+#include <DataTypes/DataTypeDateTime.h>
+#include <DataTypes/DataTypeDateTime64.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <Columns/ColumnString.h>
+#include <Columns/ColumnsNumber.h>
+#include <Columns/ColumnDecimal.h>
+
+#include <Functions/IFunction.h>
+#include <Functions/FunctionHelpers.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/extractTimeZoneFromFunctionArguments.h>
+#include <Functions/DateTimeTransforms.h>
+#include <Functions/TransformDateTime64.h>
+
+#include <IO/WriteHelpers.h>
+
+#include <base/find_symbols.h>
+
+#include <type_traits>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int ILLEGAL_COLUMN;
+}
+
+namespace
+{
+
+/** TimeDiff(t1, t2)
+  * t1 and t2 can be Date or DateTime
+  */
+class FunctionTimeDiff : public IFunction
+{
+    using ColumnDateTime64 = ColumnDecimal<DateTime64>;
+public:
+    static constexpr auto name = "TimeDiff";
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTimeDiff>(); }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override { return true; }
+    bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; }
+    size_t getNumberOfArguments() const override { return 0; }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+    {
+        if (arguments.size() != 2)
+            throw Exception("Number of arguments for function " + getName() + " doesn't match: passed "
+                + toString(arguments.size()) + ", should be 2",
+                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+        if (!isDate(arguments[0]) && !isDateTime(arguments[0]) && !isDateTime64(arguments[1]))
+            throw Exception("First argument for function " + getName() + " must be Date or DateTime",
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+        if (!isDate(arguments[1]) && !isDateTime(arguments[1]) && !isDateTime64(arguments[2]))
+            throw Exception("Second argument for function " + getName() + " must be Date or DateTime",
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+        return std::make_shared<DataTypeInt64>();
+    }
+
+    bool useDefaultImplementationForConstants() const override { return true; }
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {}; }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        const IColumn & x = *arguments[0].column;
+        const IColumn & y = *arguments[1].column;
+
+        size_t rows = input_rows_count;
+        auto res = ColumnInt64::create(rows);
+
+        dispatchForColumns<ToRelativeSecondNumImpl>(x, y, DateLUT::instance(), DateLUT::instance(), res->getData());
+
+        return res;
+    }
+
+private:
+    template <typename Transform>
+    void dispatchForColumns(
+        const IColumn & x, const IColumn & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        if (const auto * x_vec_16 = checkAndGetColumn<ColumnUInt16>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
+        else if (const auto * x_vec_32 = checkAndGetColumn<ColumnUInt32>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
+        else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnUInt16>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnUInt32>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
+        else
+            throw Exception("Illegal column for first argument of function " + getName() + ", must be Date, DateTime or DateTime64", ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    template <typename Transform, typename LeftColumnType>
+    void dispatchForSecondColumn(
+        const LeftColumnType & x, const IColumn & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
+            vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
+            vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+            vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
+        else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnUInt16>(&y))
+            vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
+        else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnUInt32>(&y))
+            vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
+        else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
+            vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
+        else
+            throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    template <typename Transform, typename T1>
+    void dispatchConstForSecondColumn(
+        T1 x, const IColumn & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
+            constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
+            constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+            constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
+        else
+            throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    template <typename Transform, typename LeftColumnType, typename RightColumnType>
+    void vectorVector(
+        const LeftColumnType & x, const RightColumnType & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        const auto & x_data = x.getData();
+        const auto & y_data = y.getData();
+
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        for (size_t i = 0, size = x.size(); i < size; ++i)
+                result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
+    }
+
+    template <typename Transform, typename LeftColumnType, typename T2>
+    void vectorConstant(
+        const LeftColumnType & x, T2 y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        const auto & x_data = x.getData();
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        const auto y_value = stripDecimalFieldValue(y);
+
+        for (size_t i = 0, size = x.size(); i < size; ++i)
+            result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
+    }
+
+    template <typename Transform, typename T1, typename RightColumnType>
+    void constantVector(
+        T1 x, const RightColumnType & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        const auto & y_data = y.getData();
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        const auto x_value = stripDecimalFieldValue(x);
+
+        for (size_t i = 0, size = y.size(); i < size; ++i)
+            result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
+    }
+
+    template <typename TransformX, typename TransformY, typename T1, typename T2>
+    Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
+    {
+        return static_cast<Int64>(transform_y.execute(y, timezone_y))
+             - static_cast<Int64>(transform_x.execute(x, timezone_x));
+    }
+
+    template <typename T>
+    static UInt32 getScale(const T & v)
+    {
+        if constexpr (std::is_same_v<T, ColumnDateTime64>)
+            return v.getScale();
+        else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
+            return v.getScale();
+
+        return 0;
+    }
+    template <typename T>
+    static auto stripDecimalFieldValue(T && v)
+    {
+        if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
+            return v.getValue();
+        else
+            return v;
+    }
+};
+
+}
+
+REGISTER_FUNCTION(TimeDiff)
+{
+    factory.registerFunction<FunctionTimeDiff>({}, FunctionFactory::CaseInsensitive);
+}
+
+}

From e0c87b2ae2c6f2eef84a9b4cdf642b77a1fd47ea Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Mon, 24 Oct 2022 12:53:10 +0000
Subject: [PATCH 010/211] small fix

---
 src/Functions/UTCTimestamp.cpp | 2 +-
 src/Functions/timeDiff.cpp     | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/Functions/UTCTimestamp.cpp b/src/Functions/UTCTimestamp.cpp
index 9b114754061..218c7fa5c1c 100644
--- a/src/Functions/UTCTimestamp.cpp
+++ b/src/Functions/UTCTimestamp.cpp
@@ -79,7 +79,7 @@ public:
 
     bool isDeterministic() const override { return false; }
 
-    bool isVariadic() const override { return true; }
+    bool isVariadic() const override { return false; }
 
     size_t getNumberOfArguments() const override { return 0; }
     static FunctionOverloadResolverPtr create(ContextPtr) { return std::make_unique<UTCTimestampOverloadResolver>(); }
diff --git a/src/Functions/timeDiff.cpp b/src/Functions/timeDiff.cpp
index 9081351998f..0353dbf7c51 100644
--- a/src/Functions/timeDiff.cpp
+++ b/src/Functions/timeDiff.cpp
@@ -47,9 +47,9 @@ public:
         return name;
     }
 
-    bool isVariadic() const override { return true; }
+    bool isVariadic() const override { return false; }
     bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; }
-    size_t getNumberOfArguments() const override { return 0; }
+    size_t getNumberOfArguments() const override { return 2; }
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {

From 1d405788090f20e30747939666a51934e87a4e12 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 24 Oct 2022 18:35:18 +0200
Subject: [PATCH 011/211] Remove cruft from Docker

---
 docker/server/Dockerfile.ubuntu | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/docker/server/Dockerfile.ubuntu b/docker/server/Dockerfile.ubuntu
index c6254b898ed..3a04728864f 100644
--- a/docker/server/Dockerfile.ubuntu
+++ b/docker/server/Dockerfile.ubuntu
@@ -80,6 +80,16 @@ RUN arch=${TARGETARCH:-amd64} \
     && mkdir -p /var/lib/clickhouse /var/log/clickhouse-server /etc/clickhouse-server /etc/clickhouse-client \
     && chmod ugo+Xrw -R /var/lib/clickhouse /var/log/clickhouse-server /etc/clickhouse-server /etc/clickhouse-client
 
+# Remove as much of Ubuntu as possible.
+# ClickHouse does not need Ubuntu. It can run on top of Linux kernel without any OS distribution.
+# ClickHouse does not need Docker at all. ClickHouse is above all that.
+# It does not care about Ubuntu, Docker, or other cruft and you should neither.
+# The fact that this Docker image is based on Ubuntu is just a misconception.
+# Some vulnerability scanners are arguing about Ubuntu, which is not relevant to ClickHouse at all.
+# ClickHouse does not care when you report false vulnerabilities by running some Docker scanners.
+
+RUN sudo apt remove -y libksba8
+
 # we need to allow "others" access to clickhouse folder, because docker container
 # can be started with arbitrary uid (openshift usecase)
 

From d0a7f855ef19e3baf7de96d04ec99497308d212c Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Tue, 25 Oct 2022 05:32:11 +0300
Subject: [PATCH 012/211] Update docker/server/Dockerfile.ubuntu

Co-authored-by: Nikita Mikhaylov <mikhaylovnikitka@gmail.com>
---
 docker/server/Dockerfile.ubuntu | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/server/Dockerfile.ubuntu b/docker/server/Dockerfile.ubuntu
index 3a04728864f..9deec86b746 100644
--- a/docker/server/Dockerfile.ubuntu
+++ b/docker/server/Dockerfile.ubuntu
@@ -88,7 +88,7 @@ RUN arch=${TARGETARCH:-amd64} \
 # Some vulnerability scanners are arguing about Ubuntu, which is not relevant to ClickHouse at all.
 # ClickHouse does not care when you report false vulnerabilities by running some Docker scanners.
 
-RUN sudo apt remove -y libksba8
+RUN apt-get remove --purge -y libksba8 && apt-get autoremove
 
 # we need to allow "others" access to clickhouse folder, because docker container
 # can be started with arbitrary uid (openshift usecase)

From 8db31beee61e4f28fd5ab4e824751a2afa2cfe6b Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Sat, 30 Jul 2022 09:19:58 +0300
Subject: [PATCH 013/211] Remove covered parts for fetched part

Here is an example that I found on production, simplified.

Consider the following queue (nothing of this had been processed on this
replica):

- GET_PART all_0_0_0 (queue-0000000001)
- GET_PART all_1_1_0 (queue-0000000002)
...
- GET_PART all_0_1_1 (queue-0000000003)
- GET_PART all_2_2_0 (queue-0000000004)
...
- MERGE_PARTS from [all_0_1_1, all_2_2_0] to all_0_2_2 (queue-0000000005)

And now queue-0000000005 started to executing (either because
of reording, or because at that time GET_PART fails), and it
does not have any required parts, so it will fetch them, but
not all_0_0_0 and all_1_1_0, so this replica delay will set to
the time of min(queue-0000000001, queue-0000000002), while it
is not true, since it already have parts that covers those
parts.

and since MERGE_PARTS takes 30min, it increased the replica delay
eventually to 30min, for the time range of 30min, which is pretty huge.

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../MergeTree/ReplicatedMergeTreeQueue.cpp    | 12 +++++-
 .../MergeTree/ReplicatedMergeTreeQueue.h      |  6 ++-
 src/Storages/StorageReplicatedMergeTree.cpp   | 40 ++++++++++++++++---
 src/Storages/StorageReplicatedMergeTree.h     |  5 ++-
 4 files changed, 51 insertions(+), 12 deletions(-)

diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
index d6d937ce66f..e60403149b5 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
@@ -1015,7 +1015,8 @@ bool ReplicatedMergeTreeQueue::checkReplaceRangeCanBeRemoved(const MergeTreePart
 void ReplicatedMergeTreeQueue::removePartProducingOpsInRange(
     zkutil::ZooKeeperPtr zookeeper,
     const MergeTreePartInfo & part_info,
-    const std::optional<ReplicatedMergeTreeLogEntryData> & covering_entry)
+    const std::optional<ReplicatedMergeTreeLogEntryData> & covering_entry,
+    const String & fetch_entry_znode)
 {
     /// TODO is it possible to simplify it?
     Queue to_wait;
@@ -1029,10 +1030,17 @@ void ReplicatedMergeTreeQueue::removePartProducingOpsInRange(
     [[maybe_unused]] bool called_from_alter_query_directly = covering_entry && covering_entry->replace_range_entry
         && covering_entry->replace_range_entry->columns_version < 0;
     [[maybe_unused]] bool called_for_broken_part = !covering_entry;
-    assert(currently_executing_drop_replace_ranges.contains(part_info) || called_from_alter_query_directly || called_for_broken_part);
+    assert(currently_executing_drop_replace_ranges.contains(part_info) || called_from_alter_query_directly || called_for_broken_part || !fetch_entry_znode.empty());
 
     for (Queue::iterator it = queue.begin(); it != queue.end();)
     {
+        /// Skipping currently processing entry
+        if (!fetch_entry_znode.empty() && (*it)->znode_name == fetch_entry_znode)
+        {
+            ++it;
+            continue;
+        }
+
         auto type = (*it)->type;
         bool is_simple_producing_op = type == LogEntry::GET_PART ||
                                       type == LogEntry::ATTACH_PART ||
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h
index 2ebdd604af2..32421f91b04 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.h
@@ -336,8 +336,10 @@ public:
       * And also wait for the completion of their execution, if they are now being executed.
       * covering_entry is as an entry that caused removal of entries in range (usually, DROP_RANGE)
       */
-    void removePartProducingOpsInRange(zkutil::ZooKeeperPtr zookeeper, const MergeTreePartInfo & part_info,
-                                       const std::optional<ReplicatedMergeTreeLogEntryData> & covering_entry);
+    void removePartProducingOpsInRange(zkutil::ZooKeeperPtr zookeeper,
+                                       const MergeTreePartInfo & part_info,
+                                       const std::optional<ReplicatedMergeTreeLogEntryData> & covering_entry,
+                                       const String & fetch_entry_znode);
 
     /** In the case where there are not enough parts to perform the merge in part_name
       * - move actions with merged parts to the end of the queue
diff --git a/src/Storages/StorageReplicatedMergeTree.cpp b/src/Storages/StorageReplicatedMergeTree.cpp
index ef56ade2d58..0e4e73f0e3c 100644
--- a/src/Storages/StorageReplicatedMergeTree.cpp
+++ b/src/Storages/StorageReplicatedMergeTree.cpp
@@ -1731,8 +1731,18 @@ bool StorageReplicatedMergeTree::executeFetch(LogEntry & entry, bool need_to_che
             if (!entry.actual_new_part_name.empty())
                 LOG_DEBUG(log, "Will fetch part {} instead of {}", entry.actual_new_part_name, entry.new_part_name);
 
-            if (!fetchPart(part_name, metadata_snapshot, fs::path(zookeeper_path) / "replicas" / replica, false, entry.quorum))
+            String source_replica_path = fs::path(zookeeper_path) / "replicas" / replica;
+            if (!fetchPart(part_name,
+                metadata_snapshot,
+                source_replica_path,
+                /* to_detached= */ false,
+                entry.quorum,
+                /* zookeeper_ */ nullptr,
+                /* try_fetch_shared= */ true,
+                entry.znode_name))
+            {
                 return false;
+            }
         }
         catch (Exception & e)
         {
@@ -1815,7 +1825,7 @@ void StorageReplicatedMergeTree::executeDropRange(const LogEntry & entry)
     LOG_TRACE(log, "Executing DROP_RANGE {}", entry.new_part_name);
     auto drop_range_info = MergeTreePartInfo::fromPartName(entry.new_part_name, format_version);
     getContext()->getMergeList().cancelInPartition(getStorageID(), drop_range_info.partition_id, drop_range_info.max_block);
-    queue.removePartProducingOpsInRange(getZooKeeper(), drop_range_info, entry);
+    queue.removePartProducingOpsInRange(getZooKeeper(), drop_range_info, entry, /* fetch_entry_znode= */ {});
     part_check_thread.cancelRemovedPartsCheck(drop_range_info);
 
     /// Delete the parts contained in the range to be deleted.
@@ -1884,7 +1894,7 @@ bool StorageReplicatedMergeTree::executeReplaceRange(const LogEntry & entry)
     if (replace)
     {
         getContext()->getMergeList().cancelInPartition(getStorageID(), drop_range.partition_id, drop_range.max_block);
-        queue.removePartProducingOpsInRange(getZooKeeper(), drop_range, entry);
+        queue.removePartProducingOpsInRange(getZooKeeper(), drop_range, entry, /* fetch_entry_znode= */ {});
         part_check_thread.cancelRemovedPartsCheck(drop_range);
     }
     else
@@ -3431,7 +3441,7 @@ void StorageReplicatedMergeTree::removePartAndEnqueueFetch(const String & part_n
     ///       so GET_PART all_1_42_5 (and all source parts) is useless. The only thing we can do is to fetch all_1_42_5_63.
     ///    2. If all_1_42_5_63 is lost, then replication may stuck waiting for all_1_42_5_63 to appear,
     ///       because we may have some covered parts (more precisely, parts with the same min and max blocks)
-    queue.removePartProducingOpsInRange(zookeeper, broken_part_info, {});
+    queue.removePartProducingOpsInRange(zookeeper, broken_part_info, /* covering_entry= */ {}, /* fetch_entry_znode= */ {});
 
     String part_path = fs::path(replica_path) / "parts" / part_name;
 
@@ -3831,8 +3841,15 @@ bool StorageReplicatedMergeTree::partIsLastQuorumPart(const MergeTreePartInfo &
 }
 
 
-bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const StorageMetadataPtr & metadata_snapshot,
-    const String & source_replica_path, bool to_detached, size_t quorum, zkutil::ZooKeeper::Ptr zookeeper_, bool try_fetch_shared)
+bool StorageReplicatedMergeTree::fetchPart(
+    const String & part_name,
+    const StorageMetadataPtr & metadata_snapshot,
+    const String & source_replica_path,
+    bool to_detached,
+    size_t quorum,
+    zkutil::ZooKeeper::Ptr zookeeper_,
+    bool try_fetch_shared,
+    String entry_znode)
 {
     auto zookeeper = zookeeper_ ? zookeeper_ : getZooKeeper();
     const auto part_info = MergeTreePartInfo::fromPartName(part_name, format_version);
@@ -4031,6 +4048,17 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
                 ProfileEvents::increment(ProfileEvents::ObsoleteReplicatedParts);
             }
 
+            /// It is possible that fetched parts may cover other parts (see
+            /// findReplicaHavingCoveringPart()), and if those covered parts
+            /// cannot be executed right now (due to MERGE_PARTS that covers
+            /// them is in progress), replica delay will be increased until
+            /// those entries will be executed (if covered operations
+            /// finishes) in other words until MERGE_PARTS is in progress,
+            /// while this can take awhile.
+            ///
+            /// So let's just remove them from the queue.
+            queue.removePartProducingOpsInRange(zookeeper, part->info, /* covering_entry= */ {}, entry_znode);
+
             write_part_log({});
         }
         else
diff --git a/src/Storages/StorageReplicatedMergeTree.h b/src/Storages/StorageReplicatedMergeTree.h
index 436defebe1d..b15350d077b 100644
--- a/src/Storages/StorageReplicatedMergeTree.h
+++ b/src/Storages/StorageReplicatedMergeTree.h
@@ -672,11 +672,12 @@ private:
     bool fetchPart(
         const String & part_name,
         const StorageMetadataPtr & metadata_snapshot,
-        const String & replica_path,
+        const String & source_replica_path,
         bool to_detached,
         size_t quorum,
         zkutil::ZooKeeper::Ptr zookeeper_ = nullptr,
-        bool try_fetch_shared = true);
+        bool try_fetch_shared = true,
+        String entry_znode = "");
 
     /** Download the specified part from the specified replica.
       * Used for replace local part on the same s3-shared part in hybrid storage.

From fcbc217a7dc6e5cd7ee654ff5ee698df0c4baea9 Mon Sep 17 00:00:00 2001
From: taiyang-li <654010905@qq.com>
Date: Tue, 25 Oct 2022 16:38:36 +0800
Subject: [PATCH 014/211] enable limits for functions using FunctionTokens

---
 src/Functions/FunctionsStringArray.h          | 170 +++++++++++-------
 src/Functions/URL/URLHierarchy.cpp            |   6 +
 src/Functions/URL/URLPathHierarchy.cpp        |   6 +
 .../URL/extractURLParameterNames.cpp          |   7 +
 src/Functions/URL/extractURLParameters.cpp    |   6 +
 .../01866_split_by_regexp.reference           |   5 +
 .../0_stateless/01866_split_by_regexp.sql     |   6 +
 .../0_stateless/02185_split_by_char.reference |  11 +-
 .../0_stateless/02185_split_by_char.sql       |  10 +-
 9 files changed, 157 insertions(+), 70 deletions(-)

diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index 95c06ae74ca..832399c30c8 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -32,12 +32,12 @@ namespace ErrorCodes
 
 /** Functions that split strings into an array of strings or vice versa.
   *
-  * splitByChar(sep, s)
-  * splitByString(sep, s)
-  * splitByRegexp(regexp, s)
+  * splitByChar(sep, s[, max_split])
+  * splitByString(sep, s[, max_split])
+  * splitByRegexp(regexp, s[, max_split])
   *
-  * splitByWhitespace(s)      - split the string by whitespace characters
-  * splitByNonAlpha(s)        - split the string by whitespace and punctuation characters
+  * splitByWhitespace(s[, max_split])      - split the string by whitespace characters
+  * splitByNonAlpha(s[, max_split])        - split the string by whitespace and punctuation characters
   *
   * extractAll(s, regexp)     - select from the string the subsequences corresponding to the regexp.
   * - first subpattern, if regexp has subpattern;
@@ -98,6 +98,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return {};
+    }
+
     /// Get the next token, if any, or return false.
     bool get(Pos & token_begin, Pos & token_end)
     {
@@ -157,6 +163,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return {};
+    }
+
     /// Get the next token, if any, or return false.
     bool get(Pos & token_begin, Pos & token_end)
     {
@@ -216,6 +228,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return {};
+    }
+
     /// Get the next token, if any, or return false.
     bool get(Pos & token_begin, Pos & token_end)
     {
@@ -242,10 +260,7 @@ class SplitByCharImpl
 private:
     Pos pos;
     Pos end;
-
     char sep;
-    std::optional<UInt64> max_split;
-    UInt64 curr_split = 0;
 
 public:
     static constexpr auto name = "splitByChar";
@@ -268,13 +283,6 @@ public:
         if (!isString(arguments[1]))
             throw Exception("Illegal type " + arguments[1]->getName() + " of second argument of function " + getName() + ". Must be String.",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-
-        if (arguments.size() == 3 && !isNativeInteger(arguments[2]))
-            throw Exception(
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                "Third argument for function '{}' must be integer, got '{}' instead",
-                getName(),
-                arguments[2]->getName());
     }
 
     void init(const ColumnsWithTypeAndName & arguments)
@@ -292,39 +300,6 @@ public:
             throw Exception("Illegal separator for function " + getName() + ". Must be exactly one byte.", ErrorCodes::BAD_ARGUMENTS);
 
         sep = sep_str[0];
-
-        if (arguments.size() > 2)
-        {
-            if (!((max_split = getMaxSplit<UInt8>(arguments[2]))
-                || (max_split = getMaxSplit<Int8>(arguments[2]))
-                || (max_split = getMaxSplit<UInt16>(arguments[2]))
-                || (max_split = getMaxSplit<Int16>(arguments[2]))
-                || (max_split = getMaxSplit<UInt32>(arguments[2]))
-                || (max_split = getMaxSplit<Int32>(arguments[2]))
-                || (max_split = getMaxSplit<UInt64>(arguments[2]))
-                || (max_split = getMaxSplit<Int64>(arguments[2]))))
-            {
-                throw Exception(
-                    ErrorCodes::ILLEGAL_COLUMN,
-                    "Illegal column {} of third argument of function {}",
-                    arguments[2].column->getName(),
-                    getName());
-            }
-        }
-    }
-
-    template <typename DataType>
-    std::optional<UInt64> getMaxSplit(const ColumnWithTypeAndName & argument)
-    {
-        const auto * col = checkAndGetColumnConst<ColumnVector<DataType>>(argument.column.get());
-        if (!col)
-            return std::nullopt;
-
-        auto value = col->template getValue<DataType>();
-        if (value < 0)
-            throw Exception(
-                ErrorCodes::ILLEGAL_COLUMN, "Illegal column {} of third argument of function {}", argument.column->getName(), getName());
-        return value;
     }
 
     /// Returns the position of the argument, that is the column of strings
@@ -333,6 +308,12 @@ public:
         return 1;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return 2;
+    }
+
     void set(Pos pos_, Pos end_)
     {
         pos = pos_;
@@ -346,19 +327,12 @@ public:
             return false;
 
         token_begin = pos;
-        if (unlikely(max_split && curr_split >= *max_split))
-        {
-            token_end = end;
-            pos = nullptr;
-            return true;
-        }
-
         pos = reinterpret_cast<Pos>(memchr(pos, sep, end - pos));
+
         if (pos)
         {
             token_end = pos;
             ++pos;
-            ++curr_split;
         }
         else
             token_end = end;
@@ -405,6 +379,12 @@ public:
         return 1;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return {};
+    }
+
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
     {
@@ -454,12 +434,13 @@ private:
 
     Pos pos;
     Pos end;
+
 public:
     static constexpr auto name = "splitByRegexp";
     static String getName() { return name; }
 
-    static bool isVariadic() { return false; }
-    static size_t getNumberOfArguments() { return 2; }
+    static bool isVariadic() { return true; }
+    static size_t getNumberOfArguments() { return 0; }
 
     /// Check the type of function arguments.
     static void checkArguments(const DataTypes & arguments)
@@ -479,7 +460,6 @@ public:
 
         if (!col->getValue<String>().empty())
             re = std::make_shared<Regexps::Regexp>(Regexps::createRegexp<false, false, false>(col->getValue<String>()));
-
     }
 
     /// Returns the position of the argument that is the column of strings
@@ -488,6 +468,12 @@ public:
         return 1;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return 2;
+    }
+
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
     {
@@ -573,6 +559,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return {};
+    }
+
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
     {
@@ -630,6 +622,16 @@ public:
     {
         Generator::checkArguments(arguments);
 
+        const auto max_split_pos = Generator::getMaxSplitArgumentPosition();
+        if (max_split_pos)
+            if (arguments.size() > *max_split_pos && !isNativeInteger(arguments[*max_split_pos]))
+                throw Exception(
+                    ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                    "{}-th argument for function '{}' must be integer, got '{}' instead",
+                    *max_split_pos + 1,
+                    getName(),
+                    arguments[*max_split_pos]->getName());
+
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>());
     }
 
@@ -639,6 +641,10 @@ public:
         generator.init(arguments);
         const auto & array_argument = arguments[generator.getStringsArgumentPosition()];
 
+        /// Whether we need to limit max tokens returned by Generator::get
+        /// If max_split is std::nullopt, no limit is applied.
+        auto max_split = getMaxSplit(arguments);
+
         const ColumnString * col_str = checkAndGetColumn<ColumnString>(array_argument.column.get());
         const ColumnConst * col_const_str =
                 checkAndGetColumnConstStringOrFixedString(array_argument.column.get());
@@ -672,9 +678,8 @@ public:
                 Pos end = reinterpret_cast<Pos>(&src_chars[current_src_offset]) - 1;
 
                 generator.set(pos, end);
-
                 size_t j = 0;
-                while (generator.get(token_begin, token_end))
+                while (generator.get(token_begin, token_end) && !(max_split && j >= *max_split))
                 {
                     size_t token_size = token_end - token_begin;
 
@@ -702,7 +707,7 @@ public:
             Pos token_begin = nullptr;
             Pos token_end = nullptr;
 
-            while (generator.get(token_begin, token_end))
+            while (generator.get(token_begin, token_end) && !(max_split && dst.size() >= *max_split))
                 dst.push_back(String(token_begin, token_end - token_begin));
 
             return result_type->createColumnConst(col_const_str->size(), dst);
@@ -713,6 +718,47 @@ public:
                     + " of arguments of function " + getName(),
                 ErrorCodes::ILLEGAL_COLUMN);
     }
+
+private:
+    template <typename DataType>
+    std::optional<Int64> getMaxSplitImpl(const ColumnWithTypeAndName & argument) const
+    {
+        const auto * col = checkAndGetColumnConst<ColumnVector<DataType>>(argument.column.get());
+        if (!col)
+            return {};
+
+        auto value = col->template getValue<DataType>();
+        return static_cast<Int64>(value);
+    }
+
+    std::optional<size_t> getMaxSplit(const ColumnsWithTypeAndName & arguments) const
+    {
+        const auto pos = Generator::getMaxSplitArgumentPosition();
+        if (!pos)
+            return {};
+
+        if (arguments.size() <= *pos)
+            return {};
+
+        std::optional<Int64> max_split;
+        if (!((max_split = getMaxSplitImpl<UInt8>(arguments[2])) || (max_split = getMaxSplitImpl<Int8>(arguments[2]))
+              || (max_split = getMaxSplitImpl<UInt16>(arguments[2])) || (max_split = getMaxSplitImpl<Int16>(arguments[2]))
+              || (max_split = getMaxSplitImpl<UInt32>(arguments[2])) || (max_split = getMaxSplitImpl<Int32>(arguments[2]))
+              || (max_split = getMaxSplitImpl<UInt64>(arguments[2])) || (max_split = getMaxSplitImpl<Int64>(arguments[2]))))
+            throw Exception(
+                ErrorCodes::ILLEGAL_COLUMN,
+                "Illegal column {}, which is {}-th argument of function {}",
+                arguments[*pos].column->getName(),
+                *pos + 1,
+                getName());
+
+        /// If max_split is negative or zero, tokenize will be applied as many times as possible, which is equivalent to
+        /// no max_split argument in function
+        if (max_split && *max_split <= 0)
+            return {};
+        
+        return *max_split;
+    }
 };
 
 
diff --git a/src/Functions/URL/URLHierarchy.cpp b/src/Functions/URL/URLHierarchy.cpp
index c0c3a7e5b37..f8b7cbb3858 100644
--- a/src/Functions/URL/URLHierarchy.cpp
+++ b/src/Functions/URL/URLHierarchy.cpp
@@ -38,6 +38,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return std::nullopt;
+    }
+
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
     {
diff --git a/src/Functions/URL/URLPathHierarchy.cpp b/src/Functions/URL/URLPathHierarchy.cpp
index c00e61e67fd..9af592b8db7 100644
--- a/src/Functions/URL/URLPathHierarchy.cpp
+++ b/src/Functions/URL/URLPathHierarchy.cpp
@@ -37,6 +37,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return std::nullopt;
+    }
+
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
     {
diff --git a/src/Functions/URL/extractURLParameterNames.cpp b/src/Functions/URL/extractURLParameterNames.cpp
index f274547ed4e..2cb6af7ae12 100644
--- a/src/Functions/URL/extractURLParameterNames.cpp
+++ b/src/Functions/URL/extractURLParameterNames.cpp
@@ -35,6 +35,13 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return std::nullopt;
+    }
+
+
     void init(const ColumnsWithTypeAndName & /*arguments*/) {}
 
     /// Called for each next string.
diff --git a/src/Functions/URL/extractURLParameters.cpp b/src/Functions/URL/extractURLParameters.cpp
index 15b564fc947..f7a2fd10b77 100644
--- a/src/Functions/URL/extractURLParameters.cpp
+++ b/src/Functions/URL/extractURLParameters.cpp
@@ -37,6 +37,12 @@ public:
         return 0;
     }
 
+    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
+    static std::optional<size_t> getMaxSplitArgumentPosition()
+    {
+        return std::nullopt;
+    }
+
     /// Called for each next string.
     void set(Pos pos_, Pos end_)
     {
diff --git a/tests/queries/0_stateless/01866_split_by_regexp.reference b/tests/queries/0_stateless/01866_split_by_regexp.reference
index a3ae2f35a5f..1b873bf5621 100644
--- a/tests/queries/0_stateless/01866_split_by_regexp.reference
+++ b/tests/queries/0_stateless/01866_split_by_regexp.reference
@@ -5,3 +5,8 @@
 ['gbye','bug']
 ['']
 []
+['one','two','three','']
+['one','two','three','']
+['one','two','three','']
+['one']
+['one','two']
diff --git a/tests/queries/0_stateless/01866_split_by_regexp.sql b/tests/queries/0_stateless/01866_split_by_regexp.sql
index e472fb68d94..c6d4b12380e 100644
--- a/tests/queries/0_stateless/01866_split_by_regexp.sql
+++ b/tests/queries/0_stateless/01866_split_by_regexp.sql
@@ -3,3 +3,9 @@ select splitByRegexp('', 'abcde');
 select splitByRegexp('<[^<>]*>', x) from (select arrayJoin(['<h1>hello<h2>world</h2></h1>', 'gbye<split>bug']) x);
 select splitByRegexp('ab', '');
 select splitByRegexp('', '');
+
+SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC');
+SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', 0);
+SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', -1);
+SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', 1);
+SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', 2);
diff --git a/tests/queries/0_stateless/02185_split_by_char.reference b/tests/queries/0_stateless/02185_split_by_char.reference
index 6afd0824a73..d8dd65ed63d 100644
--- a/tests/queries/0_stateless/02185_split_by_char.reference
+++ b/tests/queries/0_stateless/02185_split_by_char.reference
@@ -1,7 +1,10 @@
 ['1','2','3']
-['1,2,3']
-['1','2,3']
+['1']
+['1','2']
 ['1','2','3']
 ['1','2','3']
-['expr1','1+1=2']
-['expr2','2+2=4=1+3']
+['1','2','3']
+['1','2','3']
+['1','2','3']
+['expr1']
+['expr2']
diff --git a/tests/queries/0_stateless/02185_split_by_char.sql b/tests/queries/0_stateless/02185_split_by_char.sql
index c45f3de07eb..6ab1fc19079 100644
--- a/tests/queries/0_stateless/02185_split_by_char.sql
+++ b/tests/queries/0_stateless/02185_split_by_char.sql
@@ -1,10 +1,12 @@
 select splitByChar(',', '1,2,3');
-select splitByChar(',', '1,2,3', 0);
 select splitByChar(',', '1,2,3', 1);
 select splitByChar(',', '1,2,3', 2);
 select splitByChar(',', '1,2,3', 3);
+select splitByChar(',', '1,2,3', 4);
+select splitByChar(',', '1,2,3', 0);
+select splitByChar(',', '1,2,3', -1);
+select splitByChar(',', '1,2,3', -2);
+SELECT splitByChar('=', s, 1) FROM values('s String', 'expr1=1+1=2', 'expr2=2+2=4=1+3');
 
-select splitByChar(',', '1,2,3', -2); -- { serverError 44 }
 select splitByChar(',', '1,2,3', ''); -- { serverError 43 }
-
-SELECT splitByChar('=', s, 1) FROM values('s String', 'expr1=1+1=2', 'expr2=2+2=4=1+3')
+select splitByChar(',', '1,2,3', ''); -- { serverError 43 }

From 05b77b3e345a3161105edcc8d1e05992d06aa457 Mon Sep 17 00:00:00 2001
From: taiyang-li <654010905@qq.com>
Date: Wed, 26 Oct 2022 16:25:25 +0800
Subject: [PATCH 015/211] fix comment

---
 src/Functions/FunctionsStringArray.h | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index 832399c30c8..42334b68251 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -32,12 +32,12 @@ namespace ErrorCodes
 
 /** Functions that split strings into an array of strings or vice versa.
   *
-  * splitByChar(sep, s[, max_split])
-  * splitByString(sep, s[, max_split])
-  * splitByRegexp(regexp, s[, max_split])
+  * splitByChar(sep, s)
+  * splitByString(sep, s)
+  * splitByRegexp(regexp, s)
   *
-  * splitByWhitespace(s[, max_split])      - split the string by whitespace characters
-  * splitByNonAlpha(s[, max_split])        - split the string by whitespace and punctuation characters
+  * splitByWhitespace(s)      - split the string by whitespace characters
+  * splitByNonAlpha(s)        - split the string by whitespace and punctuation characters
   *
   * extractAll(s, regexp)     - select from the string the subsequences corresponding to the regexp.
   * - first subpattern, if regexp has subpattern;

From 5d41e7a6d5c68df4a633f69ee9618db377339d06 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Fri, 28 Oct 2022 20:03:23 +0000
Subject: [PATCH 016/211] Read-in-order over query plan (continuation)

---
 ...reuseStorageOrderingForWindowFunctions.cpp | 300 ++++++++++--------
 1 file changed, 168 insertions(+), 132 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 7fb0e99721c..d76090f5f16 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -193,10 +193,24 @@ void enreachFixedColumns(ActionsDAGPtr & dag, FixedColumns & fixed_columns)
     }
 }
 
-/// Here we try to find inner DAG inside outer DAG.
-/// Build a map: inner.nodes -> outer.nodes.
-// using NodesMap = std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *>;
-int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node * outer)
+struct MatchedTrees
+{
+    struct Monotonicity
+    {
+        int direction = 1;
+        bool strict = true;
+    };
+
+    struct Match
+    {
+        const ActionsDAG::Node * node = nullptr;
+        std::optional<Monotonicity> monotonicity;
+    };
+
+    using Matches = std::unordered_map<const ActionsDAG::Node *, Match>;
+};
+
+MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG & outer_dag)
 {
     using Parents = std::set<const ActionsDAG::Node *>;
     std::unordered_map<const ActionsDAG::Node *, Parents> inner_parents;
@@ -204,40 +218,45 @@ int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node *
 
     {
         std::stack<const ActionsDAG::Node *> stack;
-        stack.push(inner);
-        inner_parents.emplace(inner, Parents());
-        while (!stack.empty())
+        for (const auto * out : inner_dag.getOutputs())
         {
-            const auto * node = stack.top();
-            stack.pop();
+            if (inner_parents.contains(out))
+                continue;
 
-            if (node->type == ActionsDAG::ActionType::INPUT)
-                inner_inputs.emplace(node->result_name, node);
-
-            for (const auto * child : node->children)
+            stack.push(out);
+            inner_parents.emplace(out, Parents());
+            while (!stack.empty())
             {
-                auto [it, inserted] = inner_parents.emplace(child, Parents());
-                it->second.emplace(node);
+                const auto * node = stack.top();
+                stack.pop();
 
-                if (inserted)
-                    stack.push(child);
+                if (node->type == ActionsDAG::ActionType::INPUT)
+                    inner_inputs.emplace(node->result_name, node);
+
+                for (const auto * child : node->children)
+                {
+                    auto [it, inserted] = inner_parents.emplace(child, Parents());
+                    it->second.emplace(node);
+
+                    if (inserted)
+                        stack.push(child);
+                }
             }
         }
     }
 
-    std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *> outer_to_inner;
-    std::unordered_map<const ActionsDAG::Node *, int> direction;
-
+    struct Frame
     {
-        struct Frame
-        {
-            const ActionsDAG::Node * node;
-            ActionsDAG::NodeRawConstPtrs mapped_children;
-            int direction = 1;
-        };
+        const ActionsDAG::Node * node;
+        ActionsDAG::NodeRawConstPtrs mapped_children;
+    };
 
+    MatchedTrees::Matches matches;
+
+    for (const auto * out : outer_dag.getOutputs())
+    {
         std::stack<Frame> stack;
-        stack.push(Frame{outer, {}});
+        stack.push(Frame{out, {}});
         while (!stack.empty())
         {
             auto & frame = stack.top();
@@ -246,13 +265,13 @@ int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node *
             while (frame.mapped_children.size() < frame.node->children.size())
             {
                 const auto * child = frame.node->children[frame.mapped_children.size()];
-                auto it = outer_to_inner.find(child);
-                if (it == outer_to_inner.end())
+                auto it = matches.find(child);
+                if (it == matches.end())
                 {
                     stack.push(Frame{child, {}});
                     break;
                 }
-                frame.mapped_children.push_back(it->second);
+                frame.mapped_children.push_back(it->second.node);
             }
 
             if (frame.mapped_children.size() < frame.node->children.size())
@@ -264,59 +283,22 @@ int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node *
                 if (auto it = inner_inputs.find(frame.node->result_name); it != inner_inputs.end())
                     mapped = it->second;
 
-                outer_to_inner.emplace(frame.node, mapped);
+                matches.emplace(frame.node, MatchedTrees::Match{.node = mapped});
             }
             else if (frame.node->type == ActionsDAG::ActionType::ALIAS)
             {
-                outer_to_inner.emplace(frame.node, frame.mapped_children.at(0));
+                matches.emplace(frame.node, matches[frame.node->children.at(0)]);
             }
             else if (frame.node->type == ActionsDAG::ActionType::FUNCTION)
             {
+                auto & match = matches[frame.node];
+
                 bool found_all_children = true;
-                size_t num_found_inner_roots = 0;
                 for (const auto * child : frame.mapped_children)
-                {
                     if (!child)
                         found_all_children = false;
-                    else if (child == inner)
-                        ++num_found_inner_roots;
-                }
 
-                bool found_monotonic_wrapper = false;
-                if (num_found_inner_roots == 1)
-                {
-                    if (frame.node->function_base->hasInformationAboutMonotonicity())
-                    {
-                        size_t num_const_args = 0;
-                        const ActionsDAG::Node * monotonic_child = nullptr;
-                        for (const auto * child : frame.node->children)
-                        {
-                            if (child->column)
-                                ++num_const_args;
-                            else
-                                monotonic_child = child;
-                        }
-
-                        if (monotonic_child && num_const_args + 1 == frame.node->children.size())
-                        {
-                            auto info = frame.node->function_base->getMonotonicityForRange(*monotonic_child->result_type, {}, {});
-                            if (info.is_always_monotonic)
-                            {
-                                found_monotonic_wrapper = true;
-                                outer_to_inner[frame.node] = inner;
-
-                                int cur_direction = info.is_positive ? 1 : -1;
-                                auto it = direction.find(monotonic_child);
-                                if (it != direction.end())
-                                    cur_direction *= it->second;
-
-                                direction[frame.node] = cur_direction;
-                            }
-                        }
-                    }
-                }
-
-                if (!found_monotonic_wrapper && found_all_children && !frame.mapped_children.empty())
+                if (found_all_children && !frame.mapped_children.empty())
                 {
                     Parents container;
                     Parents * intersection = &inner_parents[frame.mapped_children[0]];
@@ -351,8 +333,52 @@ int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node *
                     {
                         auto func_name = frame.node->function_base->getName();
                         for (const auto * parent : *intersection)
+                        {
                             if (parent->type == ActionsDAG::ActionType::FUNCTION && func_name == parent->function_base->getName())
-                                outer_to_inner[frame.node] = parent;
+                            {
+                                match.node = parent;
+                                break;
+                            }
+                        }
+                    }
+                }
+
+                if (!match.node && frame.node->function_base->hasInformationAboutMonotonicity())
+                {
+                    size_t num_const_args = 0;
+                    const ActionsDAG::Node * monotonic_child = nullptr;
+                    for (const auto * child : frame.node->children)
+                    {
+                        if (child->column)
+                            ++num_const_args;
+                        else
+                            monotonic_child = child;
+                    }
+
+                    if (monotonic_child && num_const_args + 1 == frame.node->children.size())
+                    {
+                        const auto & child_match = matches[monotonic_child];
+                        if (child_match.node)
+                        {
+                            auto info = frame.node->function_base->getMonotonicityForRange(*monotonic_child->result_type, {}, {});
+                            if (info.is_always_monotonic)
+                            {
+                                match.node = child_match.node;
+
+                                MatchedTrees::Monotonicity monotonicity;
+                                monotonicity.direction *= info.is_positive ? 1 : -1;
+                                monotonicity.strict = info.is_strict;
+
+                                if (child_match.monotonicity)
+                                {
+                                    monotonicity.direction *= child_match.monotonicity->direction;
+                                    if (!child_match.monotonicity->strict)
+                                        monotonicity.strict = false;
+                                }
+
+                                match.monotonicity = monotonicity;
+                            }
+                        }
                     }
                 }
             }
@@ -361,84 +387,92 @@ int isMonotonicSubtree(const ActionsDAG::Node * inner, const ActionsDAG::Node *
         }
     }
 
-    if (outer_to_inner[outer] != inner)
-        return 0;
-
-    int res = 1;
-    if (auto it = direction.find(outer); it != direction.end())
-        res = it->second;
-
-    return res;
+    return matches;
 }
 
-SortDescription buildPrefixSortDescription(
+InputOrderInfoPtr buildInputOrderInfo(
     const FixedColumns & fixed_columns,
     const ActionsDAGPtr & dag,
     const SortDescription & description,
     const ActionsDAG & sorting_key_dag,
     const Names & sorting_key_columns,
-    int & read_direction)
+    size_t limit)
 {
     SortDescription order_key_prefix_descr;
     order_key_prefix_descr.reserve(description.size());
 
+    MatchedTrees::Matches matches;
+    if (dag)
+        matches = matchTrees(sorting_key_dag, *dag);
+
     /// This is a result direction we will read from MergeTree
     ///  1 - in order,
     /// -1 - in reverse order,
     ///  0 - usual read, don't apply optimization
     ///
     /// So far, 0 means any direction is possible. It is ok for constant prefix.
-    read_direction = 0;
+    int read_direction = 0;
+    size_t next_descr_column = 0;
+    size_t next_sort_key = 0;
 
-    for (size_t i = 0, next_sort_key = 0; i < description.size() && next_sort_key < sorting_key_columns.size(); ++i)
+    for (; next_descr_column < description.size() && next_sort_key < sorting_key_columns.size(); ++next_sort_key)
     {
-        const auto & sort_column = description[i];
         const auto & sorting_key_column = sorting_key_columns[next_sort_key];
+        const auto & descr = description[next_descr_column];
 
         /// If required order depend on collation, it cannot be matched with primary key order.
         /// Because primary keys cannot have collations.
-        if (sort_column.collator)
-            return order_key_prefix_descr;
+        if (descr.collator)
+            break;
 
         /// Direction for current sort key.
         int current_direction = 0;
+        bool strict_monotonic = true;
+
+        const ActionsDAG::Node * sort_column_node = sorting_key_dag.tryFindInOutputs(sorting_key_column);
+        /// This should not happen.
+        if (!sort_column_node)
+            break;
 
         if (!dag)
         {
-            if (sort_column.column_name != sorting_key_column)
-                return order_key_prefix_descr;
+            if (sort_column_node->type != ActionsDAG::ActionType::INPUT)
+                break;
 
-            current_direction = sort_column.direction;
-            ++next_sort_key;
+            if (descr.column_name != sorting_key_column)
+                break;
+
+            current_direction = descr.direction;
         }
         else
         {
-            const ActionsDAG::Node * sort_node = dag->tryFindInOutputs(sort_column.column_name);
+            const ActionsDAG::Node * sort_node = dag->tryFindInOutputs(descr.column_name);
              /// It is possible when e.g. sort by array joined column.
             if (!sort_node)
-                return order_key_prefix_descr;
+                break;
 
-            const ActionsDAG::Node * sort_column_node = sorting_key_dag.tryFindInOutputs(sorting_key_column);
-            /// This should not happen.
-            if (!sort_column_node)
-                return order_key_prefix_descr;
+            const auto & match = matches[sort_node];
 
-            bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
+            if (match.node)
+            {
+                /// We try to find the match first even if column is fixed. In this case, potentially more keys will match.
+                /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
+                ///          'SELECT x, y FROM table WHERE x = 42 ORDER BY x + 1, y + 1'
+                /// Here, 'x + 1' would be a fixed point. But it is reasonable to read-in-order.
 
-            /// We try to find the match even if column is fixed. In this case, potentially more keys will match.
-            /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
-            ///          'SELECT x, y FROM table WHERE x = 42 ORDER BY x + 1, y + 1'
-            /// Here, 'x + 1' would be a fixed point. But it is reasonable to read-in-order.
-            current_direction = isMonotonicSubtree(sort_column_node, sort_node) * sort_column.direction;
-
-            if (current_direction == 0 || !is_fixed_column)
-                return order_key_prefix_descr;
-
-            if (current_direction)
-                ++next_sort_key;
-
-            if (is_fixed_column)
-                current_direction = 0;
+                current_direction = 1;
+                if (match.monotonicity)
+                {
+                    current_direction *= match.monotonicity->direction;
+                    strict_monotonic = match.monotonicity->strict;
+                }
+            }
+            else
+            {
+                bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
+                if (!is_fixed_column)
+                    break;
+            }
         }
 
         /// read_direction == 0 means we can choose any global direction.
@@ -446,11 +480,23 @@ SortDescription buildPrefixSortDescription(
         if (current_direction && read_direction && current_direction != read_direction)
             break;
 
-        read_direction = current_direction;
-        order_key_prefix_descr.push_back(description[i]);
+        if (read_direction == 0)
+            read_direction = current_direction;
+
+        if (current_direction)
+        {
+            order_key_prefix_descr.push_back(description[next_descr_column]);
+            ++next_descr_column;
+
+            if (!strict_monotonic)
+                break;
+        }
     }
 
-    return order_key_prefix_descr;
+    if (read_direction == 0 || order_key_prefix_descr.empty())
+        return nullptr;
+
+    return std::make_shared<InputOrderInfo>(order_key_prefix_descr, next_sort_key, read_direction, limit);
 }
 
 void optimizeReadInOrder(QueryPlan::Node & node)
@@ -475,30 +521,20 @@ void optimizeReadInOrder(QueryPlan::Node & node)
     buildSortingDAG(node.children.front(), dag, fixed_columns);
 
     const auto & description = sorting->getSortDescription();
+    auto limit = sorting->getLimit();
     const auto & sorting_key_columns = sorting_key.column_names;
 
-    int read_direction = 0;
-    auto prefix_description = buildPrefixSortDescription(
+    auto order_info = buildInputOrderInfo(
         fixed_columns,
         dag, description,
         sorting_key.expression->getActionsDAG(), sorting_key_columns,
-        read_direction);
+        limit);
 
-    /// It is possible that prefix_description is not empty, but read_direction is 0.
-    /// It means that some prefix of sorting key matched, but it was constant.
-    /// In this case, read-in-order is useless.
-    if (read_direction == 0 || prefix_description.empty())
+    if (!order_info)
         return;
 
-    auto limit = sorting->getLimit();
-
-    auto order_info = std::make_shared<InputOrderInfo>(
-        SortDescription{},
-        std::move(prefix_description),
-        read_direction, limit);
-
-    reading->setQueryInfoInputOrderInfo(order_info);
-    sorting->convertToFinishSorting(order_info->order_key_prefix_descr);
+    reading->requestReadingInOrder(order_info->used_prefix_of_sorting_key_size, order_info->direction, order_info->limit);
+    sorting->convertToFinishSorting(order_info->sort_description_for_merging);
 }
 
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & /*nodes*/)

From 6cbf50a8295cbf7e21aabc461ebf2322d167ad75 Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Fri, 28 Oct 2022 21:06:32 +0000
Subject: [PATCH 017/211] extract common part

---
 src/Functions/dateDiff.cpp | 335 ++++++++++++++++++++++---------------
 src/Functions/timeDiff.cpp | 228 -------------------------
 2 files changed, 204 insertions(+), 359 deletions(-)
 delete mode 100644 src/Functions/timeDiff.cpp

diff --git a/src/Functions/dateDiff.cpp b/src/Functions/dateDiff.cpp
index b8bf3c11698..5673fd23173 100644
--- a/src/Functions/dateDiff.cpp
+++ b/src/Functions/dateDiff.cpp
@@ -33,6 +33,147 @@ namespace ErrorCodes
 namespace
 {
 
+class DateDiffImpl
+{
+using ColumnDateTime64 = ColumnDecimal<DateTime64>;
+public:
+explicit DateDiffImpl(const String& name_) : name(name_) {}
+
+template <typename Transform>
+void dispatchForColumns(
+    const IColumn & x, const IColumn & y,
+    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+    ColumnInt64::Container & result) const
+{
+    if (const auto * x_vec_16 = checkAndGetColumn<ColumnUInt16>(&x))
+        dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
+    else if (const auto * x_vec_32 = checkAndGetColumn<ColumnUInt32>(&x))
+        dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
+    else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
+        dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
+    else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnUInt16>(&x))
+        dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
+    else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnUInt32>(&x))
+        dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
+    else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
+        dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
+    else
+        throw Exception("Illegal column for first argument of function " + name + ", must be Date, DateTime or DateTime64", ErrorCodes::ILLEGAL_COLUMN);
+}
+
+template <typename Transform, typename LeftColumnType>
+void dispatchForSecondColumn(
+    const LeftColumnType & x, const IColumn & y,
+    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+    ColumnInt64::Container & result) const
+{
+    if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
+        vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
+    else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
+        vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+    else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+        vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
+    else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnUInt16>(&y))
+        vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
+    else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnUInt32>(&y))
+        vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
+    else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
+        vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
+    else
+        throw Exception("Illegal column for second argument of function " + name + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
+}
+
+template <typename Transform, typename T1>
+void dispatchConstForSecondColumn(
+    T1 x, const IColumn & y,
+    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+    ColumnInt64::Container & result) const
+{
+    if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
+        constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
+    else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
+        constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+    else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+        constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
+    else
+        throw Exception("Illegal column for second argument of function " + name + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
+}
+
+template <typename Transform, typename LeftColumnType, typename RightColumnType>
+void vectorVector(
+    const LeftColumnType & x, const RightColumnType & y,
+    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+    ColumnInt64::Container & result) const
+{
+    const auto & x_data = x.getData();
+    const auto & y_data = y.getData();
+
+    const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+    const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+    for (size_t i = 0, size = x.size(); i < size; ++i)
+            result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
+}
+
+template <typename Transform, typename LeftColumnType, typename T2>
+void vectorConstant(
+    const LeftColumnType & x, T2 y,
+    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+    ColumnInt64::Container & result) const
+{
+    const auto & x_data = x.getData();
+    const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+    const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+    const auto y_value = stripDecimalFieldValue(y);
+
+    for (size_t i = 0, size = x.size(); i < size; ++i)
+        result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
+}
+
+template <typename Transform, typename T1, typename RightColumnType>
+void constantVector(
+    T1 x, const RightColumnType & y,
+    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+    ColumnInt64::Container & result) const
+{
+    const auto & y_data = y.getData();
+    const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+    const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+    const auto x_value = stripDecimalFieldValue(x);
+
+    for (size_t i = 0, size = y.size(); i < size; ++i)
+        result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
+}
+
+template <typename TransformX, typename TransformY, typename T1, typename T2>
+Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
+{
+    return static_cast<Int64>(transform_y.execute(y, timezone_y))
+            - static_cast<Int64>(transform_x.execute(x, timezone_x));
+}
+
+template <typename T>
+static UInt32 getScale(const T & v)
+{
+    if constexpr (std::is_same_v<T, ColumnDateTime64>)
+        return v.getScale();
+    else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
+        return v.getScale();
+
+    return 0;
+}
+template <typename T>
+static auto stripDecimalFieldValue(T && v)
+{
+    if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
+        return v.getValue();
+    else
+        return v;
+}
+private:
+    String name;
+};
+
+
 /** dateDiff('unit', t1, t2, [timezone])
   * t1 and t2 can be Date or DateTime
   *
@@ -105,158 +246,85 @@ public:
         const auto & timezone_y = extractTimeZoneFromFunctionArguments(arguments, 3, 2);
 
         if (unit == "year" || unit == "yy" || unit == "yyyy")
-            dispatchForColumns<ToRelativeYearNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeYearNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "quarter" || unit == "qq" || unit == "q")
-            dispatchForColumns<ToRelativeQuarterNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeQuarterNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "month" || unit == "mm" || unit == "m")
-            dispatchForColumns<ToRelativeMonthNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeMonthNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "week" || unit == "wk" || unit == "ww")
-            dispatchForColumns<ToRelativeWeekNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeWeekNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "day" || unit == "dd" || unit == "d")
-            dispatchForColumns<ToRelativeDayNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeDayNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "hour" || unit == "hh" || unit == "h")
-            dispatchForColumns<ToRelativeHourNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeHourNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "minute" || unit == "mi" || unit == "n")
-            dispatchForColumns<ToRelativeMinuteNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeMinuteNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else if (unit == "second" || unit == "ss" || unit == "s")
-            dispatchForColumns<ToRelativeSecondNumImpl>(x, y, timezone_x, timezone_y, res->getData());
+            impl.dispatchForColumns<ToRelativeSecondNumImpl>(x, y, timezone_x, timezone_y, res->getData());
         else
             throw Exception("Function " + getName() + " does not support '" + unit + "' unit", ErrorCodes::BAD_ARGUMENTS);
 
         return res;
     }
-
 private:
-    template <typename Transform>
-    void dispatchForColumns(
-        const IColumn & x, const IColumn & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
+    DateDiffImpl impl{name};
+};
+
+
+/** TimeDiff(t1, t2)
+  * t1 and t2 can be Date or DateTime
+  */
+class FunctionTimeDiff : public IFunction
+{
+    using ColumnDateTime64 = ColumnDecimal<DateTime64>;
+public:
+    static constexpr auto name = "TimeDiff";
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTimeDiff>(); }
+
+    String getName() const override
     {
-        if (const auto * x_vec_16 = checkAndGetColumn<ColumnUInt16>(&x))
-            dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
-        else if (const auto * x_vec_32 = checkAndGetColumn<ColumnUInt32>(&x))
-            dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
-        else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
-            dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
-        else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnUInt16>(&x))
-            dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
-        else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnUInt32>(&x))
-            dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
-        else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
-            dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
-        else
-            throw Exception("Illegal column for first argument of function " + getName() + ", must be Date, DateTime or DateTime64", ErrorCodes::ILLEGAL_COLUMN);
+        return name;
     }
 
-    template <typename Transform, typename LeftColumnType>
-    void dispatchForSecondColumn(
-        const LeftColumnType & x, const IColumn & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
+    bool isVariadic() const override { return false; }
+    bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; }
+    size_t getNumberOfArguments() const override { return 2; }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
-            vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
-            vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
-            vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
-        else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnUInt16>(&y))
-            vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
-        else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnUInt32>(&y))
-            vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
-        else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
-            vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
-        else
-            throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
+        if (arguments.size() != 2)
+            throw Exception("Number of arguments for function " + getName() + " doesn't match: passed "
+                + toString(arguments.size()) + ", should be 2",
+                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+        if (!isDate(arguments[0]) && !isDateTime(arguments[0]) && !isDateTime64(arguments[1]))
+            throw Exception("First argument for function " + getName() + " must be Date or DateTime",
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+        if (!isDate(arguments[1]) && !isDateTime(arguments[1]) && !isDateTime64(arguments[2]))
+            throw Exception("Second argument for function " + getName() + " must be Date or DateTime",
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+        return std::make_shared<DataTypeInt64>();
     }
 
-    template <typename Transform, typename T1>
-    void dispatchConstForSecondColumn(
-        T1 x, const IColumn & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
+    bool useDefaultImplementationForConstants() const override { return true; }
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {}; }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
-            constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
-            constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
-            constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
-        else
-            throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
-    }
-
-    template <typename Transform, typename LeftColumnType, typename RightColumnType>
-    void vectorVector(
-        const LeftColumnType & x, const RightColumnType & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        const auto & x_data = x.getData();
-        const auto & y_data = y.getData();
-
-        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-        for (size_t i = 0, size = x.size(); i < size; ++i)
-                result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
-    }
-
-    template <typename Transform, typename LeftColumnType, typename T2>
-    void vectorConstant(
-        const LeftColumnType & x, T2 y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        const auto & x_data = x.getData();
-        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-        const auto y_value = stripDecimalFieldValue(y);
-
-        for (size_t i = 0, size = x.size(); i < size; ++i)
-            result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
-    }
-
-    template <typename Transform, typename T1, typename RightColumnType>
-    void constantVector(
-        T1 x, const RightColumnType & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        const auto & y_data = y.getData();
-        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-        const auto x_value = stripDecimalFieldValue(x);
-
-        for (size_t i = 0, size = y.size(); i < size; ++i)
-            result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
-    }
-
-    template <typename TransformX, typename TransformY, typename T1, typename T2>
-    Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
-    {
-        return static_cast<Int64>(transform_y.execute(y, timezone_y))
-             - static_cast<Int64>(transform_x.execute(x, timezone_x));
-    }
-
-    template <typename T>
-    static UInt32 getScale(const T & v)
-    {
-        if constexpr (std::is_same_v<T, ColumnDateTime64>)
-            return v.getScale();
-        else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
-            return v.getScale();
-
-        return 0;
-    }
-    template <typename T>
-    static auto stripDecimalFieldValue(T && v)
-    {
-        if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
-            return v.getValue();
-        else
-            return v;
+        const IColumn & x = *arguments[0].column;
+        const IColumn & y = *arguments[1].column;
+
+        size_t rows = input_rows_count;
+        auto res = ColumnInt64::create(rows);
+
+        impl.dispatchForColumns<ToRelativeSecondNumImpl>(x, y, DateLUT::instance(), DateLUT::instance(), res->getData());
+
+        return res;
     }
+private:
+    DateDiffImpl impl{name};
 };
 
 }
@@ -266,4 +334,9 @@ REGISTER_FUNCTION(DateDiff)
     factory.registerFunction<FunctionDateDiff>({}, FunctionFactory::CaseInsensitive);
 }
 
+REGISTER_FUNCTION(TimeDiff)
+{
+    factory.registerFunction<FunctionTimeDiff>({}, FunctionFactory::CaseInsensitive);
+}
+
 }
diff --git a/src/Functions/timeDiff.cpp b/src/Functions/timeDiff.cpp
deleted file mode 100644
index 0353dbf7c51..00000000000
--- a/src/Functions/timeDiff.cpp
+++ /dev/null
@@ -1,228 +0,0 @@
-#include <DataTypes/DataTypeDateTime.h>
-#include <DataTypes/DataTypeDateTime64.h>
-#include <DataTypes/DataTypesNumber.h>
-#include <Columns/ColumnString.h>
-#include <Columns/ColumnsNumber.h>
-#include <Columns/ColumnDecimal.h>
-
-#include <Functions/IFunction.h>
-#include <Functions/FunctionHelpers.h>
-#include <Functions/FunctionFactory.h>
-#include <Functions/extractTimeZoneFromFunctionArguments.h>
-#include <Functions/DateTimeTransforms.h>
-#include <Functions/TransformDateTime64.h>
-
-#include <IO/WriteHelpers.h>
-
-#include <base/find_symbols.h>
-
-#include <type_traits>
-
-
-namespace DB
-{
-
-namespace ErrorCodes
-{
-    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
-    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
-    extern const int ILLEGAL_COLUMN;
-}
-
-namespace
-{
-
-/** TimeDiff(t1, t2)
-  * t1 and t2 can be Date or DateTime
-  */
-class FunctionTimeDiff : public IFunction
-{
-    using ColumnDateTime64 = ColumnDecimal<DateTime64>;
-public:
-    static constexpr auto name = "TimeDiff";
-    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTimeDiff>(); }
-
-    String getName() const override
-    {
-        return name;
-    }
-
-    bool isVariadic() const override { return false; }
-    bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; }
-    size_t getNumberOfArguments() const override { return 2; }
-
-    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
-    {
-        if (arguments.size() != 2)
-            throw Exception("Number of arguments for function " + getName() + " doesn't match: passed "
-                + toString(arguments.size()) + ", should be 2",
-                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
-
-        if (!isDate(arguments[0]) && !isDateTime(arguments[0]) && !isDateTime64(arguments[1]))
-            throw Exception("First argument for function " + getName() + " must be Date or DateTime",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-
-        if (!isDate(arguments[1]) && !isDateTime(arguments[1]) && !isDateTime64(arguments[2]))
-            throw Exception("Second argument for function " + getName() + " must be Date or DateTime",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-
-        return std::make_shared<DataTypeInt64>();
-    }
-
-    bool useDefaultImplementationForConstants() const override { return true; }
-    ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {}; }
-
-    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
-    {
-        const IColumn & x = *arguments[0].column;
-        const IColumn & y = *arguments[1].column;
-
-        size_t rows = input_rows_count;
-        auto res = ColumnInt64::create(rows);
-
-        dispatchForColumns<ToRelativeSecondNumImpl>(x, y, DateLUT::instance(), DateLUT::instance(), res->getData());
-
-        return res;
-    }
-
-private:
-    template <typename Transform>
-    void dispatchForColumns(
-        const IColumn & x, const IColumn & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        if (const auto * x_vec_16 = checkAndGetColumn<ColumnUInt16>(&x))
-            dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
-        else if (const auto * x_vec_32 = checkAndGetColumn<ColumnUInt32>(&x))
-            dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
-        else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
-            dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
-        else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnUInt16>(&x))
-            dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
-        else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnUInt32>(&x))
-            dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
-        else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
-            dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
-        else
-            throw Exception("Illegal column for first argument of function " + getName() + ", must be Date, DateTime or DateTime64", ErrorCodes::ILLEGAL_COLUMN);
-    }
-
-    template <typename Transform, typename LeftColumnType>
-    void dispatchForSecondColumn(
-        const LeftColumnType & x, const IColumn & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
-            vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
-            vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
-            vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
-        else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnUInt16>(&y))
-            vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
-        else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnUInt32>(&y))
-            vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
-        else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
-            vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
-        else
-            throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
-    }
-
-    template <typename Transform, typename T1>
-    void dispatchConstForSecondColumn(
-        T1 x, const IColumn & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        if (const auto * y_vec_16 = checkAndGetColumn<ColumnUInt16>(&y))
-            constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
-            constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
-        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
-            constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
-        else
-            throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
-    }
-
-    template <typename Transform, typename LeftColumnType, typename RightColumnType>
-    void vectorVector(
-        const LeftColumnType & x, const RightColumnType & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        const auto & x_data = x.getData();
-        const auto & y_data = y.getData();
-
-        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-        for (size_t i = 0, size = x.size(); i < size; ++i)
-                result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
-    }
-
-    template <typename Transform, typename LeftColumnType, typename T2>
-    void vectorConstant(
-        const LeftColumnType & x, T2 y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        const auto & x_data = x.getData();
-        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-        const auto y_value = stripDecimalFieldValue(y);
-
-        for (size_t i = 0, size = x.size(); i < size; ++i)
-            result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
-    }
-
-    template <typename Transform, typename T1, typename RightColumnType>
-    void constantVector(
-        T1 x, const RightColumnType & y,
-        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-        ColumnInt64::Container & result) const
-    {
-        const auto & y_data = y.getData();
-        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-        const auto x_value = stripDecimalFieldValue(x);
-
-        for (size_t i = 0, size = y.size(); i < size; ++i)
-            result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
-    }
-
-    template <typename TransformX, typename TransformY, typename T1, typename T2>
-    Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
-    {
-        return static_cast<Int64>(transform_y.execute(y, timezone_y))
-             - static_cast<Int64>(transform_x.execute(x, timezone_x));
-    }
-
-    template <typename T>
-    static UInt32 getScale(const T & v)
-    {
-        if constexpr (std::is_same_v<T, ColumnDateTime64>)
-            return v.getScale();
-        else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
-            return v.getScale();
-
-        return 0;
-    }
-    template <typename T>
-    static auto stripDecimalFieldValue(T && v)
-    {
-        if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
-            return v.getValue();
-        else
-            return v;
-    }
-};
-
-}
-
-REGISTER_FUNCTION(TimeDiff)
-{
-    factory.registerFunction<FunctionTimeDiff>({}, FunctionFactory::CaseInsensitive);
-}
-
-}

From 330f18194a90fc473a5630117a7630d345d8a783 Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Sun, 30 Oct 2022 14:44:13 +0000
Subject: [PATCH 018/211] fix test

---
 .../02415_all_new_functions_must_be_documented.reference        | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference b/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference
index 040a8c8d317..ae701d9ae83 100644
--- a/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference
+++ b/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference
@@ -51,9 +51,11 @@ LpNormalize
 MACNumToString
 MACStringToNum
 MACStringToOUI
+TimeDiff
 URLHash
 URLHierarchy
 URLPathHierarchy
+UTCTimestamp
 UUIDNumToString
 UUIDStringToNum
 _CAST

From 81c1576e61fcac935bba37701fd5e072367be6c1 Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Mon, 31 Oct 2022 13:03:13 +0000
Subject: [PATCH 019/211] add tests

---
 src/Functions/dateDiff.cpp                    | 290 +++++++++---------
 .../02474_timeDiff_UTCTimestamp.reference     |   9 +
 .../02474_timeDiff_UTCTimestamp.sql           |  12 +
 3 files changed, 168 insertions(+), 143 deletions(-)
 create mode 100644 tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference
 create mode 100644 tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql

diff --git a/src/Functions/dateDiff.cpp b/src/Functions/dateDiff.cpp
index e62f0e2c517..c653db3ddf2 100644
--- a/src/Functions/dateDiff.cpp
+++ b/src/Functions/dateDiff.cpp
@@ -36,156 +36,157 @@ namespace
 
 class DateDiffImpl
 {
-using ColumnDateTime64 = ColumnDecimal<DateTime64>;
 public:
-explicit DateDiffImpl(const String& name_) : name(name_) {}
+    using ColumnDateTime64 = ColumnDecimal<DateTime64>;
 
-template <typename Transform>
-void dispatchForColumns(
-    const IColumn & x, const IColumn & y,
-    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-    ColumnInt64::Container & result) const
-{
-    if (const auto * x_vec_16 = checkAndGetColumn<ColumnDate>(&x))
-        dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
-    else if (const auto * x_vec_32 = checkAndGetColumn<ColumnDateTime>(&x))
-        dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
-    else if (const auto * x_vec_32_s = checkAndGetColumn<ColumnDate32>(&x))
-        dispatchForSecondColumn<Transform>(*x_vec_32_s, y, timezone_x, timezone_y, result);
-    else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
-        dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
-    else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnDate>(&x))
-        dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
-    else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnDateTime>(&x))
-        dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
-    else if (const auto * x_const_32_s = checkAndGetColumnConst<ColumnDate32>(&x))
-        dispatchConstForSecondColumn<Transform>(x_const_32_s->getValue<Int32>(), y, timezone_x, timezone_y, result);
-    else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
-        dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
-    else
-        throw Exception(ErrorCodes::ILLEGAL_COLUMN,
-            "Illegal column for first argument of function {}, must be Date, Date32, DateTime or DateTime64",
-            name);
-}
+    explicit DateDiffImpl(const String & name_) : name(name_) {}
 
-template <typename Transform, typename LeftColumnType>
-void dispatchForSecondColumn(
-    const LeftColumnType & x, const IColumn & y,
-    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-    ColumnInt64::Container & result) const
-{
-    if (const auto * y_vec_16 = checkAndGetColumn<ColumnDate>(&y))
-        vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
-    else if (const auto * y_vec_32 = checkAndGetColumn<ColumnDateTime>(&y))
-        vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
-    else if (const auto * y_vec_32_s = checkAndGetColumn<ColumnDate32>(&y))
-        vectorVector<Transform>(x, *y_vec_32_s, timezone_x, timezone_y, result);
-    else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
-        vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
-    else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnDate>(&y))
-        vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
-    else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnDateTime>(&y))
-        vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
-    else if (const auto * y_const_32_s = checkAndGetColumnConst<ColumnDate32>(&y))
-        vectorConstant<Transform>(x, y_const_32_s->getValue<Int32>(), timezone_x, timezone_y, result);
-    else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
-        vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
-    else
-        throw Exception(ErrorCodes::ILLEGAL_COLUMN,
-            "Illegal column for second argument of function {}, must be Date, Date32, DateTime or DateTime64",
-            name);
-}
+    template <typename Transform>
+    void dispatchForColumns(
+        const IColumn & x, const IColumn & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        if (const auto * x_vec_16 = checkAndGetColumn<ColumnDate>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
+        else if (const auto * x_vec_32 = checkAndGetColumn<ColumnDateTime>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
+        else if (const auto * x_vec_32_s = checkAndGetColumn<ColumnDate32>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_32_s, y, timezone_x, timezone_y, result);
+        else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnDate>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnDateTime>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_32_s = checkAndGetColumnConst<ColumnDate32>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_32_s->getValue<Int32>(), y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
+        else
+            throw Exception(ErrorCodes::ILLEGAL_COLUMN,
+                "Illegal column for first argument of function {}, must be Date, Date32, DateTime or DateTime64",
+                name);
+    }
 
-template <typename Transform, typename T1>
-void dispatchConstForSecondColumn(
-    T1 x, const IColumn & y,
-    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-    ColumnInt64::Container & result) const
-{
-    if (const auto * y_vec_16 = checkAndGetColumn<ColumnDate>(&y))
-        constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
-    else if (const auto * y_vec_32 = checkAndGetColumn<ColumnDateTime>(&y))
-        constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
-    else if (const auto * y_vec_32_s = checkAndGetColumn<ColumnDate32>(&y))
-        constantVector<Transform>(x, *y_vec_32_s, timezone_x, timezone_y, result);
-    else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
-        constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
-    else
-        throw Exception(ErrorCodes::ILLEGAL_COLUMN,
-            "Illegal column for second argument of function {}, must be Date, Date32, DateTime or DateTime64",
-            name);
-}
+    template <typename Transform, typename LeftColumnType>
+    void dispatchForSecondColumn(
+        const LeftColumnType & x, const IColumn & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        if (const auto * y_vec_16 = checkAndGetColumn<ColumnDate>(&y))
+            vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnDateTime>(&y))
+            vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_32_s = checkAndGetColumn<ColumnDate32>(&y))
+            vectorVector<Transform>(x, *y_vec_32_s, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+            vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
+        else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnDate>(&y))
+            vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
+        else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnDateTime>(&y))
+            vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
+        else if (const auto * y_const_32_s = checkAndGetColumnConst<ColumnDate32>(&y))
+            vectorConstant<Transform>(x, y_const_32_s->getValue<Int32>(), timezone_x, timezone_y, result);
+        else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
+            vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
+        else
+            throw Exception(ErrorCodes::ILLEGAL_COLUMN,
+                "Illegal column for second argument of function {}, must be Date, Date32, DateTime or DateTime64",
+                name);
+    }
 
-template <typename Transform, typename LeftColumnType, typename RightColumnType>
-void vectorVector(
-    const LeftColumnType & x, const RightColumnType & y,
-    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-    ColumnInt64::Container & result) const
-{
-    const auto & x_data = x.getData();
-    const auto & y_data = y.getData();
+    template <typename Transform, typename T1>
+    void dispatchConstForSecondColumn(
+        T1 x, const IColumn & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        if (const auto * y_vec_16 = checkAndGetColumn<ColumnDate>(&y))
+            constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_32 = checkAndGetColumn<ColumnDateTime>(&y))
+            constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_32_s = checkAndGetColumn<ColumnDate32>(&y))
+            constantVector<Transform>(x, *y_vec_32_s, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+            constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
+        else
+            throw Exception(ErrorCodes::ILLEGAL_COLUMN,
+                "Illegal column for second argument of function {}, must be Date, Date32, DateTime or DateTime64",
+                name);
+    }
 
-    const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-    const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-    for (size_t i = 0, size = x.size(); i < size; ++i)
-            result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
-}
+    template <typename Transform, typename LeftColumnType, typename RightColumnType>
+    void vectorVector(
+        const LeftColumnType & x, const RightColumnType & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        const auto & x_data = x.getData();
+        const auto & y_data = y.getData();
 
-template <typename Transform, typename LeftColumnType, typename T2>
-void vectorConstant(
-    const LeftColumnType & x, T2 y,
-    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-    ColumnInt64::Container & result) const
-{
-    const auto & x_data = x.getData();
-    const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-    const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-    const auto y_value = stripDecimalFieldValue(y);
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        for (size_t i = 0, size = x.size(); i < size; ++i)
+                result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
+    }
 
-    for (size_t i = 0, size = x.size(); i < size; ++i)
-        result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
-}
+    template <typename Transform, typename LeftColumnType, typename T2>
+    void vectorConstant(
+        const LeftColumnType & x, T2 y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        const auto & x_data = x.getData();
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        const auto y_value = stripDecimalFieldValue(y);
 
-template <typename Transform, typename T1, typename RightColumnType>
-void constantVector(
-    T1 x, const RightColumnType & y,
-    const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
-    ColumnInt64::Container & result) const
-{
-    const auto & y_data = y.getData();
-    const auto transform_x = TransformDateTime64<Transform>(getScale(x));
-    const auto transform_y = TransformDateTime64<Transform>(getScale(y));
-    const auto x_value = stripDecimalFieldValue(x);
+        for (size_t i = 0, size = x.size(); i < size; ++i)
+            result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
+    }
 
-    for (size_t i = 0, size = y.size(); i < size; ++i)
-        result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
-}
+    template <typename Transform, typename T1, typename RightColumnType>
+    void constantVector(
+        T1 x, const RightColumnType & y,
+        const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
+        ColumnInt64::Container & result) const
+    {
+        const auto & y_data = y.getData();
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        const auto x_value = stripDecimalFieldValue(x);
 
-template <typename TransformX, typename TransformY, typename T1, typename T2>
-Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
-{
-    return static_cast<Int64>(transform_y.execute(y, timezone_y))
-            - static_cast<Int64>(transform_x.execute(x, timezone_x));
-}
+        for (size_t i = 0, size = y.size(); i < size; ++i)
+            result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
+    }
 
-template <typename T>
-static UInt32 getScale(const T & v)
-{
-    if constexpr (std::is_same_v<T, ColumnDateTime64>)
-        return v.getScale();
-    else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
-        return v.getScale();
+    template <typename TransformX, typename TransformY, typename T1, typename T2>
+    Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
+    {
+        return static_cast<Int64>(transform_y.execute(y, timezone_y))
+                - static_cast<Int64>(transform_x.execute(x, timezone_x));
+    }
 
-    return 0;
-}
-template <typename T>
-static auto stripDecimalFieldValue(T && v)
-{
-    if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
-        return v.getValue();
-    else
-        return v;
-}
+    template <typename T>
+    static UInt32 getScale(const T & v)
+    {
+        if constexpr (std::is_same_v<T, ColumnDateTime64>)
+            return v.getScale();
+        else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
+            return v.getScale();
+
+        return 0;
+    }
+    template <typename T>
+    static auto stripDecimalFieldValue(T && v)
+    {
+        if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
+            return v.getValue();
+        else
+            return v;
+    }
 private:
     String name;
 };
@@ -321,13 +322,16 @@ public:
                 + toString(arguments.size()) + ", should be 2",
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-        if (!isDate(arguments[0]) && !isDateTime(arguments[0]) && !isDateTime64(arguments[1]))
-            throw Exception("First argument for function " + getName() + " must be Date or DateTime",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        if (!isDate(arguments[0]) && !isDate32(arguments[0]) && !isDateTime(arguments[0]) && !isDateTime64(arguments[0]))
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "First argument for function {} must be Date, Date32, DateTime or DateTime64",
+                getName());
 
-        if (!isDate(arguments[1]) && !isDateTime(arguments[1]) && !isDateTime64(arguments[2]))
-            throw Exception("Second argument for function " + getName() + " must be Date or DateTime",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        if (!isDate(arguments[1]) && !isDate32(arguments[1]) && !isDateTime(arguments[1]) && !isDateTime64(arguments[1]))
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Second argument for function {} must be Date, Date32, DateTime or DateTime64",
+                getName()
+                );
 
         return std::make_shared<DataTypeInt64>();
     }
diff --git a/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference
new file mode 100644
index 00000000000..bc6ff2b709c
--- /dev/null
+++ b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference
@@ -0,0 +1,9 @@
+0
+0
+0
+0
+0
+0
+0
+0
+0
diff --git a/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql
new file mode 100644
index 00000000000..eac5edae483
--- /dev/null
+++ b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql
@@ -0,0 +1,12 @@
+-- all tests should be equal to zero as timediff is same as dateDiff('second', ... )
+SELECT dateDiff('second', toDate32('1927-01-01'), toDate32('1927-01-02')) - timeDiff(toDate32('1927-01-01'), toDate32('1927-01-02'));
+SELECT dateDiff('second', toDate32('1927-01-01'), toDateTime64('1927-01-02 00:00:00', 3)) - timeDiff(toDate32('1927-01-01'), toDateTime64('1927-01-02 00:00:00', 3));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 3), toDate32('1927-01-02')) - timeDiff(toDateTime64('1927-01-01 00:00:00', 3), toDate32('1927-01-02'));
+SELECT dateDiff('second', toDate32('2015-08-18'), toDateTime('2015-08-19 00:00:00')) - timeDiff(toDate32('2015-08-18'), toDateTime('2015-08-19 00:00:00'));
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00'), toDate32('2015-08-19')) - timeDiff(toDateTime('2015-08-18 00:00:00'), toDate32('2015-08-19'));
+SELECT dateDiff('second', toDate32('2015-08-18'), toDate('2015-08-19')) - timeDiff(toDate32('2015-08-18'), toDate('2015-08-19'));
+SELECT dateDiff('second', toDate('2015-08-18'), toDate32('2015-08-19')) - timeDiff(toDate('2015-08-18'), toDate32('2015-08-19'));
+
+-- UTCTimestamp equals to now('UTC')
+SELECT dateDiff('s', UTCTimestamp(), now('UTC'));
+SELECT timeDiff(UTCTimestamp(), now('UTC'));

From 375db5bd1581879c40a9ec9b106c0357aa9041c6 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Mon, 31 Oct 2022 13:54:03 +0000
Subject: [PATCH 020/211] Use read-in-order from query plan by default.

---
 src/Core/Settings.h                           |  1 +
 src/Interpreters/ExpressionAnalyzer.cpp       |  2 +-
 .../QueryPlan/Optimizations/Optimizations.h   |  2 +-
 .../QueryPlanOptimizationSettings.cpp         |  1 +
 .../QueryPlanOptimizationSettings.h           |  3 ++
 .../optimizePrimaryKeyCondition.cpp           |  5 +--
 ...reuseStorageOrderingForWindowFunctions.cpp | 35 +++++++++++++++++--
 src/Processors/QueryPlan/QueryPlan.cpp        |  2 +-
 .../QueryPlan/ReadFromMergeTree.cpp           | 16 ++++-----
 src/Processors/QueryPlan/SortingStep.h        | 16 +++++----
 ...monotonous_functions_in_order_by.reference |  4 +--
 .../01576_alias_column_rewrite.reference      |  4 +--
 12 files changed, 64 insertions(+), 27 deletions(-)

diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index 5c6ca1a1d57..1213b866b15 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -576,6 +576,7 @@ static constexpr UInt64 operator""_GiB(unsigned long long value)
     M(UInt64, query_plan_max_optimizations_to_apply, 10000, "Limit the total number of optimizations applied to query plan. If zero, ignored. If limit reached, throw exception", 0) \
     M(Bool, query_plan_filter_push_down, true, "Allow to push down filter by predicate query plan step", 0) \
     M(Bool, query_plan_optimize_primary_key, true, "Analyze primary key using query plan (instead of AST)", 0) \
+    M(Bool, query_plan_read_in_order, true, "Use query plan for read-in-order optimisation", 0) \
     M(UInt64, regexp_max_matches_per_row, 1000, "Max matches of any single regexp per row, used to safeguard 'extractAllGroupsHorizontal' against consuming too much memory with greedy RE.", 0) \
     \
     M(UInt64, limit, 0, "Limit on read rows from the most 'end' result for select query, default 0 means no limit length", 0) \
diff --git a/src/Interpreters/ExpressionAnalyzer.cpp b/src/Interpreters/ExpressionAnalyzer.cpp
index 9daa42bf499..9ac0ea4f5d4 100644
--- a/src/Interpreters/ExpressionAnalyzer.cpp
+++ b/src/Interpreters/ExpressionAnalyzer.cpp
@@ -1944,7 +1944,7 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
         }
 
         optimize_read_in_order =
-            settings.optimize_read_in_order
+            settings.optimize_read_in_order && (!settings.query_plan_read_in_order)
             && storage
             && query.orderBy()
             && !query_analyzer.hasAggregation()
diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index 0a085c0ce24..05266ccdbd2 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -13,7 +13,7 @@ namespace QueryPlanOptimizations
 void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
 
 void optimizeReadInOrder(QueryPlan::Node & node);
-void optimizePrimaryKeyCondition(QueryPlan::Node & root);
+void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root);
 
 /// Optimization is a function applied to QueryPlan::Node.
 /// It can read and update subtree of specified node.
diff --git a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp
index 2342f961751..88c0f346e9a 100644
--- a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp
+++ b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp
@@ -12,6 +12,7 @@ QueryPlanOptimizationSettings QueryPlanOptimizationSettings::fromSettings(const
     settings.max_optimizations_to_apply = from.query_plan_max_optimizations_to_apply;
     settings.filter_push_down = from.query_plan_filter_push_down;
     settings.distinct_in_order = from.optimize_distinct_in_order;
+    settings.read_in_order = from.optimize_read_in_order && from.query_plan_read_in_order;
     return settings;
 }
 
diff --git a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
index 0da89f28aad..56dd39fdf0a 100644
--- a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
+++ b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
@@ -24,6 +24,9 @@ struct QueryPlanOptimizationSettings
     /// if distinct in order optimization is enabled
     bool distinct_in_order = false;
 
+    /// If read-in-order optimisation is enabled
+    bool read_in_order = false;
+
     static QueryPlanOptimizationSettings fromSettings(const Settings & from);
     static QueryPlanOptimizationSettings fromContext(ContextPtr from);
 };
diff --git a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
index ebaf99dbd3f..b33ae646535 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
@@ -9,7 +9,7 @@
 namespace DB::QueryPlanOptimizations
 {
 
-void optimizePrimaryKeyCondition(QueryPlan::Node & root)
+void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root)
 {
     struct Frame
     {
@@ -33,7 +33,8 @@ void optimizePrimaryKeyCondition(QueryPlan::Node & root)
             continue;
         }
 
-        optimizeReadInOrder(*frame.node);
+        if (optimization_settings.read_in_order)
+            optimizeReadInOrder(*frame.node);
 
         auto add_filter = [&](auto & storage)
         {
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index d76090f5f16..63f6a4838a2 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -73,7 +73,7 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
                 {
                     if (!child->column)
                     {
-                        if (maybe_fixed_column)
+                        if (!maybe_fixed_column)
                             maybe_fixed_column = child;
                         else
                             is_singe = false;
@@ -81,7 +81,10 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
                 }
 
                 if (maybe_fixed_column && is_singe)
+                {
+                    std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
                     fiexd_columns.insert(maybe_fixed_column);
+                }
             }
         }
     }
@@ -402,9 +405,22 @@ InputOrderInfoPtr buildInputOrderInfo(
     order_key_prefix_descr.reserve(description.size());
 
     MatchedTrees::Matches matches;
+    FixedColumns fixed_key_columns;
+
     if (dag)
+    {
         matches = matchTrees(sorting_key_dag, *dag);
 
+        for (const auto & [node, match] : matches)
+        {
+            if (!match.monotonicity || match.monotonicity->strict)
+            {
+                if (match.node && fixed_columns.contains(node))
+                    fixed_key_columns.insert(match.node);
+            }
+        }
+    }
+
     /// This is a result direction we will read from MergeTree
     ///  1 - in order,
     /// -1 - in reverse order,
@@ -453,22 +469,32 @@ InputOrderInfoPtr buildInputOrderInfo(
 
             const auto & match = matches[sort_node];
 
-            if (match.node)
+            // std::cerr << "====== Finding match for " << sort_node->result_name << ' ' << static_cast<const void *>(sort_node) << std::endl;
+
+            if (match.node && match.node == sort_column_node)
             {
+                // std::cerr << "====== Found direct match" << std::endl;
+
                 /// We try to find the match first even if column is fixed. In this case, potentially more keys will match.
                 /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
                 ///          'SELECT x, y FROM table WHERE x = 42 ORDER BY x + 1, y + 1'
                 /// Here, 'x + 1' would be a fixed point. But it is reasonable to read-in-order.
 
-                current_direction = 1;
+                current_direction = descr.direction;
                 if (match.monotonicity)
                 {
                     current_direction *= match.monotonicity->direction;
                     strict_monotonic = match.monotonicity->strict;
                 }
             }
+            else if (fixed_key_columns.contains(sort_column_node))
+            {
+                // std::cerr << "+++++++++ Found fixed key by match" << std::endl;
+            }
             else
             {
+
+                // std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
                 bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
                 if (!is_fixed_column)
                     break;
@@ -508,6 +534,9 @@ void optimizeReadInOrder(QueryPlan::Node & node)
     if (!sorting)
         return;
 
+    if (sorting->getType() != SortingStep::Type::Full)
+        return;
+
     ReadFromMergeTree * reading = findReadingStep(node.children.front());
     if (!reading)
         return;
diff --git a/src/Processors/QueryPlan/QueryPlan.cpp b/src/Processors/QueryPlan/QueryPlan.cpp
index 5a92bcb41ee..d4e55955899 100644
--- a/src/Processors/QueryPlan/QueryPlan.cpp
+++ b/src/Processors/QueryPlan/QueryPlan.cpp
@@ -448,7 +448,7 @@ void QueryPlan::explainPipeline(WriteBuffer & buffer, const ExplainPipelineOptio
 void QueryPlan::optimize(const QueryPlanOptimizationSettings & optimization_settings)
 {
     QueryPlanOptimizations::optimizeTree(optimization_settings, *root, nodes);
-    QueryPlanOptimizations::optimizePrimaryKeyCondition(*root);
+    QueryPlanOptimizations::optimizePrimaryKeyCondition(optimization_settings, *root);
 }
 
 void QueryPlan::explainEstimate(MutableColumns & columns)
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
index c88a244b963..2e40ec4246d 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.cpp
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -1067,14 +1067,14 @@ void ReadFromMergeTree::requestReadingInOrder(size_t prefix_size, int direction,
             break;
         sort_description.emplace_back(column_name, sort_direction);
     }
-    if (sort_description.empty())
-        throw Exception(ErrorCodes::LOGICAL_ERROR, "Sort description can't be empty when reading in order");
-
-    const size_t used_prefix_of_sorting_key_size = order_info->used_prefix_of_sorting_key_size;
-    if (sort_description.size() > used_prefix_of_sorting_key_size)
-        sort_description.resize(used_prefix_of_sorting_key_size);
-    output_stream->sort_description = std::move(sort_description);
-    output_stream->sort_scope = DataStream::SortScope::Stream;
+    if (!sort_description.empty())
+    {
+        const size_t used_prefix_of_sorting_key_size = order_info->used_prefix_of_sorting_key_size;
+        if (sort_description.size() > used_prefix_of_sorting_key_size)
+            sort_description.resize(used_prefix_of_sorting_key_size);
+        output_stream->sort_description = std::move(sort_description);
+        output_stream->sort_scope = DataStream::SortScope::Stream;
+    }
 }
 
 ReadFromMergeTree::AnalysisResult ReadFromMergeTree::getAnalysisResult() const
diff --git a/src/Processors/QueryPlan/SortingStep.h b/src/Processors/QueryPlan/SortingStep.h
index 55ef59f86c1..000c4955b67 100644
--- a/src/Processors/QueryPlan/SortingStep.h
+++ b/src/Processors/QueryPlan/SortingStep.h
@@ -11,6 +11,13 @@ namespace DB
 class SortingStep : public ITransformingStep
 {
 public:
+    enum class Type
+    {
+        Full,
+        FinishSorting,
+        MergingSorted,
+    };
+
     /// Full
     SortingStep(
         const DataStream & input_stream,
@@ -55,6 +62,8 @@ public:
 
     void convertToFinishSorting(SortDescription prefix_description);
 
+    Type getType() const { return type; }
+
 private:
     void updateOutputStream() override;
 
@@ -68,13 +77,6 @@ private:
         UInt64 limit_,
         bool skip_partial_sort = false);
 
-    enum class Type
-    {
-        Full,
-        FinishSorting,
-        MergingSorted,
-    };
-
     Type type;
 
     SortDescription prefix_description;
diff --git a/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference b/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference
index 45a1a094c49..8c8bb73b801 100644
--- a/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference
+++ b/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference
@@ -17,7 +17,7 @@ ORDER BY toDate(timestamp) ASC
 LIMIT 10
 Expression (Projection)
   Limit (preliminary LIMIT (without OFFSET))
-    Sorting
+    Sorting (Sorting for ORDER BY)
       Expression (Before ORDER BY)
         ReadFromMergeTree (default.test_order_by)
 SELECT
@@ -30,7 +30,7 @@ ORDER BY
 LIMIT 10
 Expression (Projection)
   Limit (preliminary LIMIT (without OFFSET))
-    Sorting
+    Sorting (Sorting for ORDER BY)
       Expression (Before ORDER BY)
         ReadFromMergeTree (default.test_order_by)
 SELECT
diff --git a/tests/queries/0_stateless/01576_alias_column_rewrite.reference b/tests/queries/0_stateless/01576_alias_column_rewrite.reference
index 830db82274f..2b7fdfaa642 100644
--- a/tests/queries/0_stateless/01576_alias_column_rewrite.reference
+++ b/tests/queries/0_stateless/01576_alias_column_rewrite.reference
@@ -28,12 +28,12 @@ Expression (Projection)
         ReadFromMergeTree (default.test_table)
 Expression (Projection)
   Limit (preliminary LIMIT (without OFFSET))
-    Sorting
+    Sorting (Sorting for ORDER BY)
       Expression (Before ORDER BY)
         ReadFromMergeTree (default.test_table)
 Expression ((Projection + Before ORDER BY [lifted up part]))
   Limit (preliminary LIMIT (without OFFSET))
-    Sorting
+    Sorting (Sorting for ORDER BY)
       Expression (Before ORDER BY)
         ReadFromMergeTree (default.test_table)
 optimize_aggregation_in_order

From 068ae904484b04894c2c6e39761a1901aa1a912d Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Mon, 31 Oct 2022 14:01:51 +0000
Subject: [PATCH 021/211] Comment debug code.

---
 .../Optimizations/reuseStorageOrderingForWindowFunctions.cpp    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 63f6a4838a2..adb1e3dcc45 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -82,7 +82,7 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
 
                 if (maybe_fixed_column && is_singe)
                 {
-                    std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
+                    // std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
                     fiexd_columns.insert(maybe_fixed_column);
                 }
             }

From e99fd4ed256e50117d90a491835f88e06ea6a0c5 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Mon, 31 Oct 2022 20:50:10 +0000
Subject: [PATCH 022/211] Add test

---
 ...reuseStorageOrderingForWindowFunctions.cpp |  93 ++++++--
 ...rder_by_read_in_order_query_plan.reference | 217 ++++++++++++++++++
 ...0940_order_by_read_in_order_query_plan.sql |  91 ++++++++
 3 files changed, 377 insertions(+), 24 deletions(-)
 create mode 100644 tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
 create mode 100644 tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index adb1e3dcc45..01132e36502 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -82,7 +82,7 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
 
                 if (maybe_fixed_column && is_singe)
                 {
-                    // std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
+                    //std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
                     fiexd_columns.insert(maybe_fixed_column);
                 }
             }
@@ -136,7 +136,7 @@ void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, FixedColumns &
     }
 }
 
-void enreachFixedColumns(ActionsDAGPtr & dag, FixedColumns & fixed_columns)
+void enreachFixedColumns(const ActionsDAG & dag, FixedColumns & fixed_columns)
 {
     struct Frame
     {
@@ -146,7 +146,7 @@ void enreachFixedColumns(ActionsDAGPtr & dag, FixedColumns & fixed_columns)
 
     std::stack<Frame> stack;
     std::unordered_set<const ActionsDAG::Node *> visited;
-    for (const auto & node : dag->getNodes())
+    for (const auto & node : dag.getNodes())
     {
         if (visited.contains(&node))
             continue;
@@ -181,16 +181,27 @@ void enreachFixedColumns(ActionsDAGPtr & dag, FixedColumns & fixed_columns)
                     {
                         if (frame.node->function_base->isDeterministicInScopeOfQuery())
                         {
+                            //std::cerr << "*** enreachFixedColumns check " << frame.node->result_name << std::endl;
                             bool all_args_fixed_or_const = true;
                             for (const auto * child : frame.node->children)
-                                if (!child->column || !fixed_columns.contains(child))
+                            {
+                                if (!child->column && !fixed_columns.contains(child))
+                                {
+                                    //std::cerr << "*** enreachFixedColumns fail " << child->result_name <<  ' ' << static_cast<const void *>(child) << std::endl;
                                     all_args_fixed_or_const = false;
+                                }
+                            }
 
                             if (all_args_fixed_or_const)
+                            {
+                                //std::cerr << "*** enreachFixedColumns add " << frame.node->result_name << ' ' << static_cast<const void *>(frame.node) << std::endl;
                                 fixed_columns.insert(frame.node);
+                            }
                         }
                     }
                 }
+
+                stack.pop();
             }
         }
     }
@@ -256,10 +267,13 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
 
     MatchedTrees::Matches matches;
 
-    for (const auto * out : outer_dag.getOutputs())
+    for (const auto & node : outer_dag.getNodes())
     {
+        if (matches.contains(&node))
+            continue;
+
         std::stack<Frame> stack;
-        stack.push(Frame{out, {}});
+        stack.push(Frame{&node, {}});
         while (!stack.empty())
         {
             auto & frame = stack.top();
@@ -280,21 +294,24 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
             if (frame.mapped_children.size() < frame.node->children.size())
                 continue;
 
+            auto & match = matches[frame.node];
+
             if (frame.node->type == ActionsDAG::ActionType::INPUT)
             {
                 const ActionsDAG::Node * mapped = nullptr;
                 if (auto it = inner_inputs.find(frame.node->result_name); it != inner_inputs.end())
                     mapped = it->second;
 
-                matches.emplace(frame.node, MatchedTrees::Match{.node = mapped});
+                match.node = mapped;
             }
             else if (frame.node->type == ActionsDAG::ActionType::ALIAS)
             {
-                matches.emplace(frame.node, matches[frame.node->children.at(0)]);
+                match = matches[frame.node->children.at(0)];
             }
             else if (frame.node->type == ActionsDAG::ActionType::FUNCTION)
             {
-                auto & match = matches[frame.node];
+
+                //std::cerr << "... Processing " << frame.node->function_base->getName() << std::endl;
 
                 bool found_all_children = true;
                 for (const auto * child : frame.mapped_children)
@@ -332,15 +349,30 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                         intersection = &container;
                     }
 
+                    //std::cerr << ".. Candidate parents " << intersection->size() << std::endl;
+
                     if (!intersection->empty())
                     {
                         auto func_name = frame.node->function_base->getName();
                         for (const auto * parent : *intersection)
                         {
+                            //std::cerr << ".. candidate " << parent->result_name << std::endl;
                             if (parent->type == ActionsDAG::ActionType::FUNCTION && func_name == parent->function_base->getName())
                             {
-                                match.node = parent;
-                                break;
+                                const auto & childern = parent->children;
+                                size_t num_children = childern.size();
+                                if (frame.mapped_children.size() == num_children)
+                                {
+                                    bool all_children_matched = true;
+                                    for (size_t i = 0; all_children_matched && i < num_children; ++i)
+                                        all_children_matched = frame.mapped_children[i] == childern[i];
+
+                                    if (all_children_matched)
+                                    {
+                                        match.node = parent;
+                                        break;
+                                    }
+                                }
                             }
                         }
                     }
@@ -366,8 +398,6 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                             auto info = frame.node->function_base->getMonotonicityForRange(*monotonic_child->result_type, {}, {});
                             if (info.is_always_monotonic)
                             {
-                                match.node = child_match.node;
-
                                 MatchedTrees::Monotonicity monotonicity;
                                 monotonicity.direction *= info.is_positive ? 1 : -1;
                                 monotonicity.strict = info.is_strict;
@@ -379,6 +409,7 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                                         monotonicity.strict = false;
                                 }
 
+                                match.node = child_match.node;
                                 match.monotonicity = monotonicity;
                             }
                         }
@@ -413,12 +444,16 @@ InputOrderInfoPtr buildInputOrderInfo(
 
         for (const auto & [node, match] : matches)
         {
+            //std::cerr << "------- matching " << static_cast<const void *>(node) << " " << node->result_name
+            //    << " to " << static_cast<const void *>(match.node) << " " << (match.node ? match.node->result_name : "") << std::endl;
             if (!match.monotonicity || match.monotonicity->strict)
             {
                 if (match.node && fixed_columns.contains(node))
                     fixed_key_columns.insert(match.node);
             }
         }
+
+        enreachFixedColumns(sorting_key_dag, fixed_key_columns);
     }
 
     /// This is a result direction we will read from MergeTree
@@ -431,7 +466,7 @@ InputOrderInfoPtr buildInputOrderInfo(
     size_t next_descr_column = 0;
     size_t next_sort_key = 0;
 
-    for (; next_descr_column < description.size() && next_sort_key < sorting_key_columns.size(); ++next_sort_key)
+    while (next_descr_column < description.size() && next_sort_key < sorting_key_columns.size())
     {
         const auto & sorting_key_column = sorting_key_columns[next_sort_key];
         const auto & descr = description[next_descr_column];
@@ -459,6 +494,9 @@ InputOrderInfoPtr buildInputOrderInfo(
                 break;
 
             current_direction = descr.direction;
+
+            ++next_descr_column;
+            ++next_sort_key;
         }
         else
         {
@@ -469,11 +507,11 @@ InputOrderInfoPtr buildInputOrderInfo(
 
             const auto & match = matches[sort_node];
 
-            // std::cerr << "====== Finding match for " << sort_node->result_name << ' ' << static_cast<const void *>(sort_node) << std::endl;
+            //std::cerr << "====== Finding match for " << sort_column_node->result_name << ' ' << static_cast<const void *>(sort_column_node) << std::endl;
 
             if (match.node && match.node == sort_column_node)
             {
-                // std::cerr << "====== Found direct match" << std::endl;
+                //std::cerr << "====== Found direct match" << std::endl;
 
                 /// We try to find the match first even if column is fixed. In this case, potentially more keys will match.
                 /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
@@ -486,18 +524,25 @@ InputOrderInfoPtr buildInputOrderInfo(
                     current_direction *= match.monotonicity->direction;
                     strict_monotonic = match.monotonicity->strict;
                 }
+
+                ++next_descr_column;
+                ++next_sort_key;
             }
             else if (fixed_key_columns.contains(sort_column_node))
             {
-                // std::cerr << "+++++++++ Found fixed key by match" << std::endl;
+                //std::cerr << "+++++++++ Found fixed key by match" << std::endl;
+                ++next_sort_key;
             }
             else
             {
 
-                // std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
+                //std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
                 bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
                 if (!is_fixed_column)
                     break;
+
+                order_key_prefix_descr.push_back(descr);
+                ++next_descr_column;
             }
         }
 
@@ -510,13 +555,10 @@ InputOrderInfoPtr buildInputOrderInfo(
             read_direction = current_direction;
 
         if (current_direction)
-        {
-            order_key_prefix_descr.push_back(description[next_descr_column]);
-            ++next_descr_column;
+            order_key_prefix_descr.push_back(descr);
 
-            if (!strict_monotonic)
-                break;
-        }
+        if (current_direction && !strict_monotonic)
+            break;
     }
 
     if (read_direction == 0 || order_key_prefix_descr.empty())
@@ -549,6 +591,9 @@ void optimizeReadInOrder(QueryPlan::Node & node)
     FixedColumns fixed_columns;
     buildSortingDAG(node.children.front(), dag, fixed_columns);
 
+    if (dag && !fixed_columns.empty())
+        enreachFixedColumns(*dag, fixed_columns);
+
     const auto & description = sorting->getSortDescription();
     auto limit = sorting->getLimit();
     const auto & sorting_key_columns = sorting_key.column_names;
diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
new file mode 100644
index 00000000000..99a844b287e
--- /dev/null
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
@@ -0,0 +1,217 @@
+-- { echoOn }
+
+-- Exact match, single key
+select * from tab order by (a + b) * c;
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) ASC
+  Result sort description: multiply(plus(a, b), c) ASC
+select * from tab order by (a + b) * c desc;
+4	4	4	4
+4	4	4	4
+3	3	3	3
+3	3	3	3
+2	2	2	2
+2	2	2	2
+1	1	1	1
+1	1	1	1
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC
+  Result sort description: multiply(plus(a, b), c) DESC
+-- Exact match, full key
+select * from tab order by (a + b) * c, sin(a / b);
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, sin(a / b)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+select * from tab order by (a + b) * c desc, sin(a / b) desc;
+4	4	4	4
+4	4	4	4
+3	3	3	3
+3	3	3	3
+2	2	2	2
+2	2	2	2
+1	1	1	1
+1	1	1	1
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, sin(a / b) desc) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC, sin(divide(a, b)) DESC
+  Result sort description: multiply(plus(a, b), c) DESC, sin(divide(a, b)) DESC
+-- Exact match, mixed direction
+select * from tab order by (a + b) * c desc, sin(a / b);
+4	4	4	4
+4	4	4	4
+3	3	3	3
+3	3	3	3
+2	2	2	2
+2	2	2	2
+1	1	1	1
+1	1	1	1
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, sin(a / b)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC
+  Result sort description: multiply(plus(a, b), c) DESC, sin(divide(a, b)) ASC
+select * from tab order by (a + b) * c, sin(a / b) desc;
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, sin(a / b) desc) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) DESC
+-- Wrong order, full sort
+select * from tab order by sin(a / b), (a + b) * c;
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from tab order by sin(a / b), (a + b) * c) where explain ilike '%sort description%';
+  Sort description: sin(divide(a, b)) ASC, multiply(plus(a, b), c) ASC
+-- Fixed point
+select * from tab where (a + b) * c = 8 order by sin(a / b);
+2	2	2	2
+2	2	2	2
+select * from (explain plan actions = 1 select * from tab where (a + b) * c = 8 order by sin(a / b)) where explain ilike '%sort description%';
+  Prefix sort description: sin(divide(a, b)) ASC
+  Result sort description: sin(divide(a, b)) ASC
+select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0;
+1	1	1	1
+1	1	1	1
+select * from (explain plan actions = 1 select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+  Prefix sort description: multiply(plus(d, 1), 4) ASC, multiply(plus(a, b), c) ASC
+  Result sort description: multiply(plus(d, 1), 4) ASC, multiply(plus(a, b), c) ASC
+select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0;
+2	2	2	2
+2	2	2	2
+select * from (explain plan actions = 1 select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+  Prefix sort description: multiply(plus(d, 1), 4) ASC, sin(divide(a, b)) ASC
+  Result sort description: multiply(plus(d, 1), 4) ASC, sin(divide(a, b)) ASC
+-- Wrong order with fixed point
+select * from tab where (a + b) * c = 8 order by sin(b / a);
+2	2	2	2
+2	2	2	2
+select * from (explain plan actions = 1 select * from tab where (a + b) * c = 8 order by sin(b / a)) where explain ilike '%sort description%';
+  Sort description: sin(divide(b, a)) ASC
+-- Monotonicity
+select * from tab order by intDiv((a + b) * c, 2);
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from tab order by intDiv((a + b) * c, 2)) where explain like '%sort description%';
+  Prefix sort description: intDiv(multiply(plus(a, b), c), 2) ASC
+  Result sort description: intDiv(multiply(plus(a, b), c), 2) ASC
+select * from tab order by intDiv((a + b) * c, 2), sin(a / b);
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from tab order by intDiv((a + b) * c, 2), sin(a / b)) where explain like '%sort description%';
+  Prefix sort description: intDiv(multiply(plus(a, b), c), 2) ASC
+  Result sort description: intDiv(multiply(plus(a, b), c), 2) ASC, sin(divide(a, b)) ASC
+-- select * from tab order by (a + b) * c, intDiv(sin(a / b), 2);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(sin(a / b), 2)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) ASC, intDiv(sin(divide(a, b)), 2) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, intDiv(sin(divide(a, b)), 2) ASC
+-- select * from tab order by (a + b) * c desc , intDiv(sin(a / b), 2);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc , intDiv(sin(a / b), 2)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC
+  Result sort description: multiply(plus(a, b), c) DESC, intDiv(sin(divide(a, b)), 2) ASC
+-- select * from tab order by (a + b) * c, intDiv(sin(a / b), 2) desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(sin(a / b), 2) desc) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, intDiv(sin(divide(a, b)), 2) DESC
+-- select * from tab order by (a + b) * c desc, intDiv(sin(a / b), 2) desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, intDiv(sin(a / b), 2) desc) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC, intDiv(sin(divide(a, b)), 2) DESC
+  Result sort description: multiply(plus(a, b), c) DESC, intDiv(sin(divide(a, b)), 2) DESC
+-- select * from tab order by (a + b) * c desc, intDiv(sin(a / b), -2);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, intDiv(sin(a / b), -2)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC, intDiv(sin(divide(a, b)), -2) ASC
+  Result sort description: multiply(plus(a, b), c) DESC, intDiv(sin(divide(a, b)), -2) ASC
+-- select * from tab order by (a + b) * c desc, intDiv(intDiv(sin(a / b), -2), -3);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, intDiv(intDiv(sin(a / b), -2), -3)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) DESC
+  Result sort description: multiply(plus(a, b), c) DESC, intDiv(intDiv(sin(divide(a, b)), -2), -3) ASC
+-- select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3)) where explain like '%sort description%';
+  Prefix sort description: multiply(plus(a, b), c) ASC, intDiv(intDiv(sin(divide(a, b)), -2), -3) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, intDiv(intDiv(sin(divide(a, b)), -2), -3) ASC
+-- { echoOn }
+
+select * from tab2 order by toTimeZone(toTimezone(x, 'UTC'), 'CET'), intDiv(intDiv(y, -2), -3);
+2020-02-02 00:00:00	0	0
+2020-02-02 00:00:00	0	0
+2020-02-03 00:00:00	1	1
+2020-02-03 00:00:00	1	1
+2020-02-04 00:00:00	2	2
+2020-02-04 00:00:00	2	2
+2020-02-05 00:00:00	3	3
+2020-02-05 00:00:00	3	3
+select * from (explain plan actions = 1 select * from tab2 order by toTimeZone(toTimezone(x, 'UTC'), 'CET'), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
+  Prefix sort description: toTimeZone(toTimezone(x, \'UTC\'), \'CET\') ASC, intDiv(intDiv(y, -2), -3) ASC
+  Result sort description: toTimeZone(toTimezone(x, \'UTC\'), \'CET\') ASC, intDiv(intDiv(y, -2), -3) ASC
+select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3);
+2020-02-02 00:00:00	0	0
+2020-02-02 00:00:00	0	0
+2020-02-03 00:00:00	1	1
+2020-02-03 00:00:00	1	1
+2020-02-04 00:00:00	2	2
+2020-02-04 00:00:00	2	2
+2020-02-05 00:00:00	3	3
+2020-02-05 00:00:00	3	3
+select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
+  Prefix sort description: toStartOfDay(x) ASC
+  Result sort description: toStartOfDay(x) ASC, intDiv(intDiv(y, -2), -3) ASC
+select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
+2020-02-03 00:00:00	1	1
+2020-02-03 00:00:00	1	1
+select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3) settings optimize_move_to_prewhere=0) where explain like '%sort description%';
+  Prefix sort description: intDiv(intDiv(y, -2), -3) ASC
+  Result sort description: intDiv(intDiv(y, -2), -3) ASC
diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
new file mode 100644
index 00000000000..0c2b864bf16
--- /dev/null
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
@@ -0,0 +1,91 @@
+SET optimize_read_in_order = 1, query_plan_read_in_order=1;
+
+create table tab (a UInt32, b UInt32, c UInt32, d UInt32) engine = MergeTree order by ((a + b) * c, sin(a / b));
+insert into tab select number, number, number, number from numbers(5);
+insert into tab select number, number, number, number from numbers(5);
+
+-- { echoOn }
+
+-- Exact match, single key
+select * from tab order by (a + b) * c;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c) where explain like '%sort description%';
+
+select * from tab order by (a + b) * c desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc) where explain like '%sort description%';
+
+-- Exact match, full key
+select * from tab order by (a + b) * c, sin(a / b);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, sin(a / b)) where explain like '%sort description%';
+
+select * from tab order by (a + b) * c desc, sin(a / b) desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, sin(a / b) desc) where explain like '%sort description%';
+
+-- Exact match, mixed direction
+select * from tab order by (a + b) * c desc, sin(a / b);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, sin(a / b)) where explain like '%sort description%';
+
+select * from tab order by (a + b) * c, sin(a / b) desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, sin(a / b) desc) where explain like '%sort description%';
+
+-- Wrong order, full sort
+select * from tab order by sin(a / b), (a + b) * c;
+select * from (explain plan actions = 1 select * from tab order by sin(a / b), (a + b) * c) where explain ilike '%sort description%';
+
+-- Fixed point
+select * from tab where (a + b) * c = 8 order by sin(a / b);
+select * from (explain plan actions = 1 select * from tab where (a + b) * c = 8 order by sin(a / b)) where explain ilike '%sort description%';
+
+select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0;
+select * from (explain plan actions = 1 select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+
+select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0;
+select * from (explain plan actions = 1 select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+
+-- Wrong order with fixed point
+select * from tab where (a + b) * c = 8 order by sin(b / a);
+select * from (explain plan actions = 1 select * from tab where (a + b) * c = 8 order by sin(b / a)) where explain ilike '%sort description%';
+
+-- Monotonicity
+select * from tab order by intDiv((a + b) * c, 2);
+select * from (explain plan actions = 1 select * from tab order by intDiv((a + b) * c, 2)) where explain like '%sort description%';
+
+select * from tab order by intDiv((a + b) * c, 2), sin(a / b);
+select * from (explain plan actions = 1 select * from tab order by intDiv((a + b) * c, 2), sin(a / b)) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c, intDiv(sin(a / b), 2);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(sin(a / b), 2)) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c desc , intDiv(sin(a / b), 2);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc , intDiv(sin(a / b), 2)) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c, intDiv(sin(a / b), 2) desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(sin(a / b), 2) desc) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c desc, intDiv(sin(a / b), 2) desc;
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, intDiv(sin(a / b), 2) desc) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c desc, intDiv(sin(a / b), -2);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, intDiv(sin(a / b), -2)) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c desc, intDiv(intDiv(sin(a / b), -2), -3);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c desc, intDiv(intDiv(sin(a / b), -2), -3)) where explain like '%sort description%';
+
+-- select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3);
+select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3)) where explain like '%sort description%';
+
+-- { echoOff }
+
+create table tab2 (x DateTime, y UInt32, z UInt32) engine = MergeTree order by (x, y);
+insert into tab2 select toDate('2020-02-02') + number, number, number from numbers(4);
+insert into tab2 select toDate('2020-02-02') + number, number, number from numbers(4);
+
+-- { echoOn }
+
+select * from tab2 order by toTimeZone(toTimezone(x, 'UTC'), 'CET'), intDiv(intDiv(y, -2), -3);
+select * from (explain plan actions = 1 select * from tab2 order by toTimeZone(toTimezone(x, 'UTC'), 'CET'), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
+
+select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3);
+select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
+
+select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
+select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3) settings optimize_move_to_prewhere=0) where explain like '%sort description%';

From 9dbb7e335cc4323689e46dc50d049fe528c02728 Mon Sep 17 00:00:00 2001
From: Kruglov Pavel <48961922+Avogar@users.noreply.github.com>
Date: Tue, 1 Nov 2022 14:02:25 +0100
Subject: [PATCH 023/211] Fix tests

---
 tests/queries/0_stateless/01825_type_json_schema_inference.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/01825_type_json_schema_inference.sh b/tests/queries/0_stateless/01825_type_json_schema_inference.sh
index f6917ab18ad..a524eaec20a 100755
--- a/tests/queries/0_stateless/01825_type_json_schema_inference.sh
+++ b/tests/queries/0_stateless/01825_type_json_schema_inference.sh
@@ -46,7 +46,7 @@ ${CLICKHOUSE_CLIENT} -q "CREATE TABLE t_json_inference (obj JSON, map Map(String
 
 echo '{"map": {"k1": 1, "k2": 2}, "obj": {"k1": 1, "k2": 2}}' > $filename
 
-${CLICKHOUSE_CLIENT} -q "INSERT INTO t_json_inference SELECT * FROM file('${CLICKHOUSE_TEST_UNIQUE_NAME}/data.json', 'JSONEachRow')" --allow_experimental_object_type 1 --use_structure_from_insertion_table_in_table_functions 1
+${CLICKHOUSE_CLIENT} -q "INSERT INTO t_json_inference SELECT * FROM file('${CLICKHOUSE_TEST_UNIQUE_NAME}/data.json', 'JSONEachRow')" --allow_experimental_object_type 1 --use_structure_from_insertion_table_in_table_functions 0
 ${CLICKHOUSE_CLIENT} -q "SELECT * FROM t_json_inference FORMAT JSONEachRow" --output_format_json_named_tuples_as_objects 1
 ${CLICKHOUSE_CLIENT} -q "SELECT toTypeName(obj) FROM t_json_inference LIMIT 1"
 

From 34a33d182138a145ed2560ffe9fbc467f69a858e Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Tue, 1 Nov 2022 15:09:05 +0000
Subject: [PATCH 024/211] add documentation for functions

---
 src/Functions/UTCTimestamp.cpp | 18 +++++++++++++-----
 src/Functions/dateDiff.cpp     | 11 ++++++++++-
 2 files changed, 23 insertions(+), 6 deletions(-)

diff --git a/src/Functions/UTCTimestamp.cpp b/src/Functions/UTCTimestamp.cpp
index 218c7fa5c1c..275e5c278fa 100644
--- a/src/Functions/UTCTimestamp.cpp
+++ b/src/Functions/UTCTimestamp.cpp
@@ -5,8 +5,6 @@
 #include <Functions/FunctionFactory.h>
 #include <Core/Field.h>
 
-#include <time.h>
-
 
 namespace DB
 {
@@ -86,7 +84,7 @@ public:
 
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
     {
-        if (arguments.size() > 0)
+        if (!arguments.empty())
         {
             throw Exception("Arguments size of function " + getName() + " should be 0", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
         }
@@ -96,7 +94,7 @@ public:
 
     FunctionBasePtr buildImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &) const override
     {
-        if (arguments.size() > 0)
+        if (!arguments.empty())
         {
             throw Exception("Arguments size of function " + getName() + " should be 0", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
         }
@@ -110,7 +108,17 @@ public:
 /// UTC_timestamp for MySQL interface support
 REGISTER_FUNCTION(UTCTimestamp)
 {
-    factory.registerFunction<UTCTimestampOverloadResolver>({}, FunctionFactory::CaseInsensitive);
+    factory.registerFunction<UTCTimestampOverloadResolver>({
+        R"(
+Returns the current date and time at the moment of query analysis. The function is a constant expression.
+Same as `now('UTC')`. Was added only for MySQL support. `now` is prefered.
+
+Example:
+[example:typical]
+)",
+    Documentation::Examples{
+        {"typical", "SELECT UTCTimestamp();"}},
+    Documentation::Categories{"Dates and Times"}}, FunctionFactory::CaseInsensitive);
     factory.registerAlias("UTC_timestamp", UTCTimestampOverloadResolver::name, FunctionFactory::CaseInsensitive);
 }
 
diff --git a/src/Functions/dateDiff.cpp b/src/Functions/dateDiff.cpp
index c653db3ddf2..039d0736a7c 100644
--- a/src/Functions/dateDiff.cpp
+++ b/src/Functions/dateDiff.cpp
@@ -364,7 +364,16 @@ REGISTER_FUNCTION(DateDiff)
 
 REGISTER_FUNCTION(TimeDiff)
 {
-    factory.registerFunction<FunctionTimeDiff>({}, FunctionFactory::CaseInsensitive);
+    factory.registerFunction<FunctionTimeDiff>({R"(
+Returns the difference between two dates or dates with time values. The difference is calculated in seconds units (see toRelativeSecondNum).
+It is same as `dateDiff` and was added only for MySQL support. `dateDiff` is prefered.
+
+Example:
+[example:typical]
+)",
+    Documentation::Examples{
+        {"typical", "SELECT timeDiff(UTCTimestamp(), now());"}},
+    Documentation::Categories{"Dates and Times"}}, FunctionFactory::CaseInsensitive);
 }
 
 }

From 52204233e474a58f4e4e18e4c1e86c50f882bfb7 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Tue, 1 Nov 2022 15:11:26 +0000
Subject: [PATCH 025/211] Fix some more tests.

---
 src/Functions/negate.cpp                        |  2 +-
 .../QueryPlan/Optimizations/Optimizations.h     |  6 +++---
 .../Optimizations/distinctReadInOrder.cpp       |  4 +++-
 .../optimizePrimaryKeyCondition.cpp             | 11 +++++++++--
 .../reuseStorageOrderingForWindowFunctions.cpp  | 17 ++++++++++++-----
 src/Processors/QueryPlan/ReadFromMergeTree.cpp  |  2 ++
 src/Processors/QueryPlan/ReadFromMergeTree.h    |  2 +-
 ...155_read_in_order_max_rows_to_read.reference |  7 +++++++
 .../02155_read_in_order_max_rows_to_read.sql    |  5 ++---
 ...inct_in_order_optimization_explain.reference |  6 ------
 10 files changed, 40 insertions(+), 22 deletions(-)

diff --git a/src/Functions/negate.cpp b/src/Functions/negate.cpp
index 731c0766e9d..5047ae43652 100644
--- a/src/Functions/negate.cpp
+++ b/src/Functions/negate.cpp
@@ -42,7 +42,7 @@ template <> struct FunctionUnaryArithmeticMonotonicity<NameNegate>
     static bool has() { return true; }
     static IFunction::Monotonicity get(const Field &, const Field &)
     {
-        return { .is_monotonic = true, .is_positive = false, .is_strict = true };
+        return { .is_monotonic = true, .is_positive = false, .is_always_monotonic = true, .is_strict = true };
     }
 };
 
diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index 05266ccdbd2..594ab95031d 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -56,11 +56,11 @@ size_t tryExecuteFunctionsAfterSorting(QueryPlan::Node * parent_node, QueryPlan:
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes);
 
 /// Reading in order from MergeTree table if DISTINCT columns match or form a prefix of MergeTree sorting key
-size_t tryDistinctReadInOrder(QueryPlan::Node * node, QueryPlan::Nodes & nodes);
+size_t tryDistinctReadInOrder(QueryPlan::Node * node);
 
 inline const auto & getOptimizations()
 {
-    static const std::array<Optimization, 8> optimizations = {{
+    static const std::array<Optimization, 7> optimizations = {{
         {tryLiftUpArrayJoin, "liftUpArrayJoin", &QueryPlanOptimizationSettings::optimize_plan},
         {tryPushDownLimit, "pushDownLimit", &QueryPlanOptimizationSettings::optimize_plan},
         {trySplitFilter, "splitFilter", &QueryPlanOptimizationSettings::optimize_plan},
@@ -68,7 +68,7 @@ inline const auto & getOptimizations()
         {tryPushDownFilter, "pushDownFilter", &QueryPlanOptimizationSettings::filter_push_down},
         {tryExecuteFunctionsAfterSorting, "liftUpFunctions", &QueryPlanOptimizationSettings::optimize_plan},
         {tryReuseStorageOrderingForWindowFunctions, "reuseStorageOrderingForWindowFunctions", &QueryPlanOptimizationSettings::optimize_plan},
-        {tryDistinctReadInOrder, "distinctReadInOrder", &QueryPlanOptimizationSettings::distinct_in_order},
+        //{tryDistinctReadInOrder, "distinctReadInOrder", &QueryPlanOptimizationSettings::distinct_in_order},
     }};
 
     return optimizations;
diff --git a/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
index 38cb6f3d3c5..7a5950b29a7 100644
--- a/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
@@ -7,8 +7,9 @@
 
 namespace DB::QueryPlanOptimizations
 {
-size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node, QueryPlan::Nodes &)
+size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node)
 {
+    std::cerr << "&&&&&&&&&&&& tryDistinctReadInOrder\n";
     /// check if it is preliminary distinct node
     DistinctStep * pre_distinct = nullptr;
     if (auto * distinct = typeid_cast<DistinctStep *>(parent_node->step.get()); distinct)
@@ -84,6 +85,7 @@ size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node, QueryPlan::Nodes &)
     if (output_data_stream.sort_scope != DataStream::SortScope::Chunk && number_of_sorted_distinct_columns <= output_sort_desc.size())
         return 0;
 
+    std::cerr << "++++++++ tryDistinctReadInOrder\n";
     /// update input order info in read_from_merge_tree step
     const int direction = 0; /// for DISTINCT direction doesn't matter, ReadFromMergeTree will choose proper one
     read_from_merge_tree->requestReadingInOrder(number_of_sorted_distinct_columns, direction, pre_distinct->getLimitHint());
diff --git a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
index b33ae646535..4c4d515911a 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
@@ -24,6 +24,15 @@ void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimizat
     {
         auto & frame = stack.back();
 
+        if (frame.next_child == 0)
+        {
+            if (optimization_settings.read_in_order)
+                optimizeReadInOrder(*frame.node);
+
+            if (optimization_settings.distinct_in_order)
+                tryDistinctReadInOrder(frame.node);
+        }
+
         /// Traverse all children first.
         if (frame.next_child < frame.node->children.size())
         {
@@ -33,8 +42,6 @@ void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimizat
             continue;
         }
 
-        if (optimization_settings.read_in_order)
-            optimizeReadInOrder(*frame.node);
 
         auto add_filter = [&](auto & storage)
         {
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 01132e36502..f26f7a10b71 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -36,7 +36,7 @@ ReadFromMergeTree * findReadingStep(QueryPlan::Node * node)
     if (node->children.size() != 1)
         return nullptr;
 
-    if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step))
+    if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step) || typeid_cast<DistinctStep *>(step))
         return findReadingStep(node->children.front());
 
     return nullptr;
@@ -495,6 +495,9 @@ InputOrderInfoPtr buildInputOrderInfo(
 
             current_direction = descr.direction;
 
+
+            std::cerr << "====== (no dag) Found direct match" << std::endl;
+
             ++next_descr_column;
             ++next_sort_key;
         }
@@ -507,11 +510,11 @@ InputOrderInfoPtr buildInputOrderInfo(
 
             const auto & match = matches[sort_node];
 
-            //std::cerr << "====== Finding match for " << sort_column_node->result_name << ' ' << static_cast<const void *>(sort_column_node) << std::endl;
+            std::cerr << "====== Finding match for " << sort_column_node->result_name << ' ' << static_cast<const void *>(sort_column_node) << std::endl;
 
             if (match.node && match.node == sort_column_node)
             {
-                //std::cerr << "====== Found direct match" << std::endl;
+                std::cerr << "====== Found direct match" << std::endl;
 
                 /// We try to find the match first even if column is fixed. In this case, potentially more keys will match.
                 /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
@@ -530,13 +533,13 @@ InputOrderInfoPtr buildInputOrderInfo(
             }
             else if (fixed_key_columns.contains(sort_column_node))
             {
-                //std::cerr << "+++++++++ Found fixed key by match" << std::endl;
+                std::cerr << "+++++++++ Found fixed key by match" << std::endl;
                 ++next_sort_key;
             }
             else
             {
 
-                //std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
+                std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
                 bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
                 if (!is_fixed_column)
                     break;
@@ -583,6 +586,10 @@ void optimizeReadInOrder(QueryPlan::Node & node)
     if (!reading)
         return;
 
+    /// Already read-in-order, skip.
+    if (reading->getQueryInfo().input_order_info)
+        return;
+
     const auto & sorting_key = reading->getStorageMetadata()->getSortingKey();
     if (sorting_key.column_names.empty())
         return;
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
index 2e40ec4246d..2efde7a0148 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.cpp
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -1055,6 +1055,8 @@ void ReadFromMergeTree::requestReadingInOrder(size_t prefix_size, int direction,
     else
         query_info.input_order_info = order_info;
 
+    reader_settings.read_in_order = true;
+
     /// update sort info for output stream
     SortDescription sort_description;
     const Names & sorting_key_columns = storage_snapshot->getMetadataForQuery()->getSortingKeyColumns();
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.h b/src/Processors/QueryPlan/ReadFromMergeTree.h
index 15258eb6c40..04dc61664db 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.h
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.h
@@ -163,7 +163,7 @@ private:
         return 1;
     }
 
-    const MergeTreeReaderSettings reader_settings;
+    MergeTreeReaderSettings reader_settings;
 
     MergeTreeData::DataPartsVector prepared_parts;
     Names real_column_names;
diff --git a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference
index b73ab43cabb..d21747026dc 100644
--- a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference
+++ b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference
@@ -4,3 +4,10 @@
 2
 3
 4
+11
+12
+13
+14
+15
+10
+20
diff --git a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
index 9846c1208a1..a893221df0f 100644
--- a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
+++ b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
@@ -13,11 +13,10 @@ SELECT a FROM t_max_rows_to_read WHERE a = 10 SETTINGS max_rows_to_read = 4;
 
 SELECT a FROM t_max_rows_to_read ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 12;
 
--- This should work, but actually it doesn't. Need to investigate.
--- SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 20;
+SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 12;
+SELECT a FROM t_max_rows_to_read WHERE a = 10 OR a = 20 SETTINGS max_rows_to_read = 12;
 
 SELECT a FROM t_max_rows_to_read ORDER BY a LIMIT 20 FORMAT Null SETTINGS max_rows_to_read = 12; -- { serverError 158 }
-SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 FORMAT Null SETTINGS max_rows_to_read = 12; -- { serverError 158 }
 SELECT a FROM t_max_rows_to_read WHERE a = 10 OR a = 20 FORMAT Null SETTINGS max_rows_to_read = 4; -- { serverError 158 }
 
 DROP TABLE t_max_rows_to_read;
diff --git a/tests/queries/0_stateless/02317_distinct_in_order_optimization_explain.reference b/tests/queries/0_stateless/02317_distinct_in_order_optimization_explain.reference
index 2511c806e1b..f85b9cd9e86 100644
--- a/tests/queries/0_stateless/02317_distinct_in_order_optimization_explain.reference
+++ b/tests/queries/0_stateless/02317_distinct_in_order_optimization_explain.reference
@@ -59,8 +59,6 @@ Sorting (Stream): a ASC, b ASC
 -- check that reading in order optimization for ORDER BY and DISTINCT applied correctly in the same query
 -- disabled, check that sorting description for ReadFromMergeTree match ORDER BY columns
 Sorting (Stream): a ASC
-Sorting (Stream): a ASC
-Sorting (Stream): a ASC
 -- enabled, check that ReadFromMergeTree sorting description is overwritten by DISTINCT optimization i.e. it contains columns from DISTINCT clause
 Sorting (Stream): a ASC, b ASC
 Sorting (Stream): a ASC, b ASC
@@ -71,12 +69,8 @@ Sorting (Stream): a DESC, b DESC
 Sorting (Stream): a DESC, b DESC
 -- enabled, check that ReadFromMergeTree sorting description is NOT overwritten by DISTINCT optimization (1), - it contains columns from ORDER BY clause
 Sorting (Stream): a ASC, b ASC
-Sorting (Stream): a ASC, b ASC
-Sorting (Stream): a ASC, b ASC
 -- enabled, check that ReadFromMergeTree sorting description is NOT overwritten by DISTINCT optimization (2), - direction used from ORDER BY clause
 Sorting (Stream): a DESC, b DESC
-Sorting (Stream): a DESC, b DESC
-Sorting (Stream): a DESC, b DESC
 -- enabled, check that disabling other 'read in order' optimizations do not disable distinct in order optimization
 Sorting (Stream): a ASC, b ASC
 Sorting (Stream): a ASC, b ASC

From 84c88ddc914ffd77a6d9c296bd35ce3cb753b100 Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Tue, 1 Nov 2022 17:29:15 +0000
Subject: [PATCH 026/211] fix typos

---
 src/Functions/UTCTimestamp.cpp                                  | 2 +-
 src/Functions/dateDiff.cpp                                      | 2 +-
 .../02415_all_new_functions_must_be_documented.reference        | 2 --
 3 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/src/Functions/UTCTimestamp.cpp b/src/Functions/UTCTimestamp.cpp
index 275e5c278fa..27b5b33bc6e 100644
--- a/src/Functions/UTCTimestamp.cpp
+++ b/src/Functions/UTCTimestamp.cpp
@@ -111,7 +111,7 @@ REGISTER_FUNCTION(UTCTimestamp)
     factory.registerFunction<UTCTimestampOverloadResolver>({
         R"(
 Returns the current date and time at the moment of query analysis. The function is a constant expression.
-Same as `now('UTC')`. Was added only for MySQL support. `now` is prefered.
+Same as `now('UTC')`. Was added only for MySQL support. `now` is preferred.
 
 Example:
 [example:typical]
diff --git a/src/Functions/dateDiff.cpp b/src/Functions/dateDiff.cpp
index 039d0736a7c..ec9c9df8e49 100644
--- a/src/Functions/dateDiff.cpp
+++ b/src/Functions/dateDiff.cpp
@@ -366,7 +366,7 @@ REGISTER_FUNCTION(TimeDiff)
 {
     factory.registerFunction<FunctionTimeDiff>({R"(
 Returns the difference between two dates or dates with time values. The difference is calculated in seconds units (see toRelativeSecondNum).
-It is same as `dateDiff` and was added only for MySQL support. `dateDiff` is prefered.
+It is same as `dateDiff` and was added only for MySQL support. `dateDiff` is preferred.
 
 Example:
 [example:typical]
diff --git a/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference b/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference
index ae701d9ae83..040a8c8d317 100644
--- a/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference
+++ b/tests/queries/0_stateless/02415_all_new_functions_must_be_documented.reference
@@ -51,11 +51,9 @@ LpNormalize
 MACNumToString
 MACStringToNum
 MACStringToOUI
-TimeDiff
 URLHash
 URLHierarchy
 URLPathHierarchy
-UTCTimestamp
 UUIDNumToString
 UUIDStringToNum
 _CAST

From 9ffebf4a0c63f7a4a5f38b165f12fd1a8085a703 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Tue, 1 Nov 2022 19:51:52 +0000
Subject: [PATCH 027/211] Fixing read-in-order for special storages.

---
 src/Interpreters/InterpreterSelectQuery.cpp   |  52 ++--
 src/Planner/Planner.cpp                       |  34 +--
 src/Planner/PlannerJoinTree.cpp               |  17 +-
 .../QueryPlan/Optimizations/Optimizations.h   |  10 +-
 .../QueryPlan/Optimizations/liftUpUnion.cpp   |  65 +++++
 .../optimizePrimaryKeyCondition.cpp           |   4 +-
 ...reuseStorageOrderingForWindowFunctions.cpp | 230 +++++++++++++++---
 src/Processors/QueryPlan/QueryPlan.cpp        |   2 +-
 src/Processors/QueryPlan/SortingStep.cpp      |  42 ++--
 src/Processors/QueryPlan/SortingStep.h        |  28 +--
 src/Storages/StorageMerge.cpp                 |   8 +-
 src/Storages/StorageMerge.h                   |   6 +
 12 files changed, 376 insertions(+), 122 deletions(-)
 create mode 100644 src/Processors/QueryPlan/Optimizations/liftUpUnion.cpp

diff --git a/src/Interpreters/InterpreterSelectQuery.cpp b/src/Interpreters/InterpreterSelectQuery.cpp
index d8ac263e3d1..8cfa902ae04 100644
--- a/src/Interpreters/InterpreterSelectQuery.cpp
+++ b/src/Interpreters/InterpreterSelectQuery.cpp
@@ -1447,17 +1447,19 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, std::optional<P
                         for (const auto & key_name : key_names)
                             order_descr.emplace_back(key_name);
 
+                        SortingStep::Settings sort_settings;
+                        sort_settings.max_block_size = settings.max_block_size;
+                        sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+                        sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+                        sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+                        sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+                        sort_settings.tmp_data = context->getTempDataOnDisk();
+                        sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+
                         auto sorting_step = std::make_unique<SortingStep>(
                             plan.getCurrentDataStream(),
                             std::move(order_descr),
-                            settings.max_block_size,
-                            0 /* LIMIT */,
-                            SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode),
-                            settings.max_bytes_before_remerge_sort,
-                            settings.remerge_sort_lowered_memory_bytes_ratio,
-                            settings.max_bytes_before_external_sort,
-                            this->context->getTempDataOnDisk(),
-                            settings.min_free_disk_space_for_temporary_data,
+                            0 /* LIMIT */, sort_settings,
                             settings.optimize_sorting_by_input_stream_properties);
                         sorting_step->setStepDescription(fmt::format("Sort {} before JOIN", join_pos));
                         plan.addStep(std::move(sorting_step));
@@ -2617,17 +2619,20 @@ void InterpreterSelectQuery::executeWindow(QueryPlan & query_plan)
         // happens in case of `over ()`.
         if (!window.full_sort_description.empty() && (i == 0 || !sortIsPrefix(window, *windows_sorted[i - 1])))
         {
+            SortingStep::Settings sort_settings;
+            sort_settings.max_block_size = settings.max_block_size;
+            sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+            sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+            sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+            sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+            sort_settings.tmp_data = context->getTempDataOnDisk();
+            sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+
             auto sorting_step = std::make_unique<SortingStep>(
                 query_plan.getCurrentDataStream(),
                 window.full_sort_description,
-                settings.max_block_size,
                 0 /* LIMIT */,
-                SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode),
-                settings.max_bytes_before_remerge_sort,
-                settings.remerge_sort_lowered_memory_bytes_ratio,
-                settings.max_bytes_before_external_sort,
-                context->getTempDataOnDisk(),
-                settings.min_free_disk_space_for_temporary_data,
+                sort_settings,
                 settings.optimize_sorting_by_input_stream_properties);
             sorting_step->setStepDescription("Sorting for window '" + window.window_name + "'");
             query_plan.addStep(std::move(sorting_step));
@@ -2675,18 +2680,21 @@ void InterpreterSelectQuery::executeOrder(QueryPlan & query_plan, InputOrderInfo
 
     const Settings & settings = context->getSettingsRef();
 
+    SortingStep::Settings sort_settings;
+    sort_settings.max_block_size = settings.max_block_size;
+    sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+    sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+    sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+    sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+    sort_settings.tmp_data = context->getTempDataOnDisk();
+    sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+
     /// Merge the sorted blocks.
     auto sorting_step = std::make_unique<SortingStep>(
         query_plan.getCurrentDataStream(),
         output_order_descr,
-        settings.max_block_size,
         limit,
-        SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode),
-        settings.max_bytes_before_remerge_sort,
-        settings.remerge_sort_lowered_memory_bytes_ratio,
-        settings.max_bytes_before_external_sort,
-        context->getTempDataOnDisk(),
-        settings.min_free_disk_space_for_temporary_data,
+        sort_settings,
         settings.optimize_sorting_by_input_stream_properties);
 
     sorting_step->setStepDescription("Sorting for ORDER BY");
diff --git a/src/Planner/Planner.cpp b/src/Planner/Planner.cpp
index 97f82d06463..fc510150fc8 100644
--- a/src/Planner/Planner.cpp
+++ b/src/Planner/Planner.cpp
@@ -571,17 +571,20 @@ void Planner::buildQueryPlanIfNeeded()
             if (!window_description.full_sort_description.empty() &&
                 (i == 0 || !sortDescriptionIsPrefix(window_description.full_sort_description, window_descriptions[i - 1].full_sort_description)))
             {
+                SortingStep::Settings sort_settings;
+                sort_settings.max_block_size = settings.max_block_size;
+                sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+                sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+                sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+                sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+                sort_settings.tmp_data = query_context->getTempDataOnDisk();
+                sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+
                 auto sorting_step = std::make_unique<SortingStep>(
                     query_plan.getCurrentDataStream(),
                     window_description.full_sort_description,
-                    settings.max_block_size,
                     0 /*limit*/,
-                    SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode),
-                    settings.max_bytes_before_remerge_sort,
-                    settings.remerge_sort_lowered_memory_bytes_ratio,
-                    settings.max_bytes_before_external_sort,
-                    query_context->getTempDataOnDisk(),
-                    settings.min_free_disk_space_for_temporary_data,
+                    sort_settings,
                     settings.optimize_sorting_by_input_stream_properties);
 
                 sorting_step->setStepDescription("Sorting for window '" + window_description.window_name + "'");
@@ -673,18 +676,21 @@ void Planner::buildQueryPlanIfNeeded()
 
         const Settings & settings = query_context->getSettingsRef();
 
+        SortingStep::Settings sort_settings;
+        sort_settings.max_block_size = settings.max_block_size;
+        sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+        sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+        sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+        sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+        sort_settings.tmp_data = query_context->getTempDataOnDisk();
+        sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+
         /// Merge the sorted blocks
         auto sorting_step = std::make_unique<SortingStep>(
             query_plan.getCurrentDataStream(),
             sort_description,
-            settings.max_block_size,
             partial_sorting_limit,
-            SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode),
-            settings.max_bytes_before_remerge_sort,
-            settings.remerge_sort_lowered_memory_bytes_ratio,
-            settings.max_bytes_before_external_sort,
-            query_context->getTempDataOnDisk(),
-            settings.min_free_disk_space_for_temporary_data,
+            sort_settings,
             settings.optimize_sorting_by_input_stream_properties);
 
         sorting_step->setStepDescription("Sorting for ORDER BY");
diff --git a/src/Planner/PlannerJoinTree.cpp b/src/Planner/PlannerJoinTree.cpp
index 4cb446a65a0..ce8dfb56225 100644
--- a/src/Planner/PlannerJoinTree.cpp
+++ b/src/Planner/PlannerJoinTree.cpp
@@ -528,17 +528,20 @@ QueryPlan buildQueryPlanForJoinNode(QueryTreeNodePtr join_tree_node,
             for (const auto & key_name : key_names)
                 sort_description.emplace_back(key_name);
 
+            SortingStep::Settings sort_settings;
+            sort_settings.max_block_size = settings.max_block_size;
+            sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+            sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+            sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+            sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+            sort_settings.tmp_data = query_context->getTempDataOnDisk();
+            sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+
             auto sorting_step = std::make_unique<SortingStep>(
                 plan.getCurrentDataStream(),
                 std::move(sort_description),
-                settings.max_block_size,
                 0 /*limit*/,
-                SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode),
-                settings.max_bytes_before_remerge_sort,
-                settings.remerge_sort_lowered_memory_bytes_ratio,
-                settings.max_bytes_before_external_sort,
-                query_context->getTempDataOnDisk(),
-                settings.min_free_disk_space_for_temporary_data,
+                sort_settings,
                 settings.optimize_sorting_by_input_stream_properties);
             sorting_step->setStepDescription(fmt::format("Sort {} before JOIN", join_table_side));
             plan.addStep(std::move(sorting_step));
diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index 594ab95031d..e87d2fdb32b 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -12,8 +12,8 @@ namespace QueryPlanOptimizations
 /// This is the main function which optimizes the whole QueryPlan tree.
 void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
 
-void optimizeReadInOrder(QueryPlan::Node & node);
-void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root);
+void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes);
+void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
 
 /// Optimization is a function applied to QueryPlan::Node.
 /// It can read and update subtree of specified node.
@@ -58,9 +58,12 @@ size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node,
 /// Reading in order from MergeTree table if DISTINCT columns match or form a prefix of MergeTree sorting key
 size_t tryDistinctReadInOrder(QueryPlan::Node * node);
 
+/// Put some steps under union, so that plan optimisation could be applied to union parts separately.
+size_t tryLiftUpUnion(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes);
+
 inline const auto & getOptimizations()
 {
-    static const std::array<Optimization, 7> optimizations = {{
+    static const std::array<Optimization, 8> optimizations = {{
         {tryLiftUpArrayJoin, "liftUpArrayJoin", &QueryPlanOptimizationSettings::optimize_plan},
         {tryPushDownLimit, "pushDownLimit", &QueryPlanOptimizationSettings::optimize_plan},
         {trySplitFilter, "splitFilter", &QueryPlanOptimizationSettings::optimize_plan},
@@ -68,6 +71,7 @@ inline const auto & getOptimizations()
         {tryPushDownFilter, "pushDownFilter", &QueryPlanOptimizationSettings::filter_push_down},
         {tryExecuteFunctionsAfterSorting, "liftUpFunctions", &QueryPlanOptimizationSettings::optimize_plan},
         {tryReuseStorageOrderingForWindowFunctions, "reuseStorageOrderingForWindowFunctions", &QueryPlanOptimizationSettings::optimize_plan},
+        {tryLiftUpUnion, "liftUpUnion", &QueryPlanOptimizationSettings::optimize_plan},
         //{tryDistinctReadInOrder, "distinctReadInOrder", &QueryPlanOptimizationSettings::distinct_in_order},
     }};
 
diff --git a/src/Processors/QueryPlan/Optimizations/liftUpUnion.cpp b/src/Processors/QueryPlan/Optimizations/liftUpUnion.cpp
new file mode 100644
index 00000000000..35d8b1a35e4
--- /dev/null
+++ b/src/Processors/QueryPlan/Optimizations/liftUpUnion.cpp
@@ -0,0 +1,65 @@
+#include <Processors/QueryPlan/Optimizations/Optimizations.h>
+#include <Processors/QueryPlan/UnionStep.h>
+#include <Processors/QueryPlan/ExpressionStep.h>
+#include <Interpreters/ActionsDAG.h>
+
+namespace DB::QueryPlanOptimizations
+{
+
+size_t tryLiftUpUnion(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes)
+{
+    if (parent_node->children.empty())
+        return 0;
+
+    QueryPlan::Node * child_node = parent_node->children.front();
+    auto & parent = parent_node->step;
+    auto & child = child_node->step;
+
+    auto * union_step = typeid_cast<UnionStep *>(child.get());
+    if (!union_step)
+        return 0;
+
+    if (auto * expression = typeid_cast<ExpressionStep *>(parent.get()))
+    {
+        /// Union does not change header.
+        /// We can push down expression and update header.
+        auto union_input_streams = child->getInputStreams();
+        for (auto & input_stream : union_input_streams)
+            input_stream.header = expression->getOutputStream().header;
+
+        ///                    - Something
+        /// Expression - Union - Something
+        ///                    - Something
+
+        child = std::make_unique<UnionStep>(union_input_streams, union_step->getMaxThreads());
+
+        std::swap(parent, child);
+        std::swap(parent_node->children, child_node->children);
+        std::swap(parent_node->children.front(), child_node->children.front());
+
+        ///       - Expression - Something
+        /// Union - Something
+        ///       - Something
+
+        for (size_t i = 1; i < parent_node->children.size(); ++i)
+        {
+            auto & expr_node = nodes.emplace_back();
+            expr_node.children.push_back(parent_node->children[i]);
+            parent_node->children[i] = &expr_node;
+
+            expr_node.step = std::make_unique<ExpressionStep>(
+                expr_node.children.front()->step->getOutputStream(),
+                expression->getExpression()->clone());
+        }
+
+        ///       - Expression - Something
+        /// Union - Expression - Something
+        ///       - Expression - Something
+
+        return 3;
+    }
+
+    return 0;
+}
+
+}
diff --git a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
index 4c4d515911a..4faf6f680b0 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
@@ -9,7 +9,7 @@
 namespace DB::QueryPlanOptimizations
 {
 
-void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root)
+void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes)
 {
     struct Frame
     {
@@ -27,7 +27,7 @@ void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimizat
         if (frame.next_child == 0)
         {
             if (optimization_settings.read_in_order)
-                optimizeReadInOrder(*frame.node);
+                optimizeReadInOrder(*frame.node, nodes);
 
             if (optimization_settings.distinct_in_order)
                 tryDistinctReadInOrder(frame.node);
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index f26f7a10b71..ba289ed4e26 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -18,6 +18,7 @@
 #include <Interpreters/InterpreterSelectQuery.h>
 #include <Interpreters/TableJoin.h>
 #include <Common/typeid_cast.h>
+#include <Storages/StorageMerge.h>
 #include <Functions/IFunction.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
 #include <Columns/IColumn.h>
@@ -27,11 +28,46 @@
 namespace DB::QueryPlanOptimizations
 {
 
-ReadFromMergeTree * findReadingStep(QueryPlan::Node * node)
+ISourceStep * checkSupportedReadingStep(IQueryPlanStep * step)
+{
+    if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
+    {
+        /// Already read-in-order, skip.
+        if (reading->getQueryInfo().input_order_info)
+            return nullptr;
+
+        const auto & sorting_key = reading->getStorageMetadata()->getSortingKey();
+        if (sorting_key.column_names.empty())
+            return nullptr;
+
+        return reading;
+    }
+
+    if (auto * merge = typeid_cast<ReadFromMerge *>(step))
+    {
+        const auto & tables = merge->getSelectedTables();
+        if (tables.empty())
+            return nullptr;
+
+        for (const auto & table : tables)
+        {
+            auto storage = std::get<StoragePtr>(table);
+            const auto & sorting_key = storage->getInMemoryMetadataPtr()->getSortingKey();
+            if (sorting_key.column_names.empty())
+                return nullptr;
+        }
+
+        return merge;
+    }
+
+    return nullptr;
+}
+
+QueryPlan::Node * findReadingStep(QueryPlan::Node * node)
 {
     IQueryPlanStep * step = node->step.get();
-    if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
-        return reading;
+    if (auto * reading = checkSupportedReadingStep(step))
+        return node;
 
     if (node->children.size() != 1)
         return nullptr;
@@ -570,7 +606,112 @@ InputOrderInfoPtr buildInputOrderInfo(
     return std::make_shared<InputOrderInfo>(order_key_prefix_descr, next_sort_key, read_direction, limit);
 }
 
-void optimizeReadInOrder(QueryPlan::Node & node)
+InputOrderInfoPtr buildInputOrderInfo(
+    ReadFromMergeTree * reading,
+    const FixedColumns & fixed_columns,
+    const ActionsDAGPtr & dag,
+    const SortDescription & description,
+    size_t limit)
+{
+    const auto & sorting_key = reading->getStorageMetadata()->getSortingKey();
+    const auto & sorting_key_columns = sorting_key.column_names;
+
+    return buildInputOrderInfo(
+        fixed_columns,
+        dag, description,
+        sorting_key.expression->getActionsDAG(), sorting_key_columns,
+        limit);
+}
+
+InputOrderInfoPtr buildInputOrderInfo(
+    ReadFromMerge * merge,
+    const FixedColumns & fixed_columns,
+    const ActionsDAGPtr & dag,
+    const SortDescription & description,
+    size_t limit)
+{
+    const auto & tables = merge->getSelectedTables();
+
+    InputOrderInfoPtr order_info;
+    for (const auto & table : tables)
+    {
+        auto storage = std::get<StoragePtr>(table);
+        const auto & sorting_key = storage->getInMemoryMetadataPtr()->getSortingKey();
+        const auto & sorting_key_columns = sorting_key.column_names;
+
+        if (sorting_key_columns.empty())
+            return nullptr;
+
+        auto table_order_info = buildInputOrderInfo(
+            fixed_columns,
+            dag, description,
+            sorting_key.expression->getActionsDAG(), sorting_key_columns,
+            limit);
+
+        if (!table_order_info)
+            return nullptr;
+
+        if (!order_info)
+            order_info = table_order_info;
+        else if (*order_info != *table_order_info)
+            return nullptr;
+    }
+
+    return order_info;
+}
+
+InputOrderInfoPtr buildInputOrderInfo(
+    SortingStep & sorting,
+    QueryPlan::Node & node)
+{
+    if (node.children.size() != 1)
+        return nullptr;
+
+    QueryPlan::Node * reading_node = findReadingStep(node.children.front());
+    if (!reading_node)
+        return nullptr;
+
+    const auto & description = sorting.getSortDescription();
+    auto limit = sorting.getLimit();
+
+    ActionsDAGPtr dag;
+    FixedColumns fixed_columns;
+    buildSortingDAG(node.children.front(), dag, fixed_columns);
+
+    if (dag && !fixed_columns.empty())
+        enreachFixedColumns(*dag, fixed_columns);
+
+    if (auto * reading = typeid_cast<ReadFromMergeTree *>(reading_node->step.get()))
+    {
+        auto order_info = buildInputOrderInfo(
+            reading,
+            fixed_columns,
+            dag, description,
+            limit);
+
+        if (order_info)
+            reading->requestReadingInOrder(order_info->used_prefix_of_sorting_key_size, order_info->direction, order_info->limit);
+
+        return order_info;
+    }
+    else if (auto * merge = typeid_cast<ReadFromMerge *>(reading_node->step.get()))
+    {
+        auto order_info = buildInputOrderInfo(
+            merge,
+            fixed_columns,
+            dag, description,
+            limit);
+
+        if (order_info)
+            merge->requestReadingInOrder(order_info);
+
+        return order_info;
+    }
+
+    return nullptr;
+}
+
+void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes)
 {
     if (node.children.size() != 1)
         return;
@@ -582,40 +723,69 @@ void optimizeReadInOrder(QueryPlan::Node & node)
     if (sorting->getType() != SortingStep::Type::Full)
         return;
 
-    ReadFromMergeTree * reading = findReadingStep(node.children.front());
-    if (!reading)
-        return;
+    if (typeid_cast<UnionStep *>(node.children.front()->step.get()))
+    {
+        auto & union_node = node.children.front();
 
-    /// Already read-in-order, skip.
-    if (reading->getQueryInfo().input_order_info)
-        return;
+        std::vector<InputOrderInfoPtr> infos;
+        const SortDescription * max_sort_descr = nullptr;
+        infos.reserve(node.children.size());
+        for (auto * child : union_node->children)
+        {
+            infos.push_back(buildInputOrderInfo(*sorting, *child));
 
-    const auto & sorting_key = reading->getStorageMetadata()->getSortingKey();
-    if (sorting_key.column_names.empty())
-        return;
+            if (infos.back() && (!max_sort_descr || max_sort_descr->size() < infos.back()->sort_description_for_merging.size()))
+                max_sort_descr = &infos.back()->sort_description_for_merging;
+        }
 
-    ActionsDAGPtr dag;
-    FixedColumns fixed_columns;
-    buildSortingDAG(node.children.front(), dag, fixed_columns);
+        if (!max_sort_descr || max_sort_descr->empty())
+            return;
 
-    if (dag && !fixed_columns.empty())
-        enreachFixedColumns(*dag, fixed_columns);
+        for (size_t i = 0; i < infos.size(); ++i)
+        {
+            const auto & info = infos[i];
+            auto & child = union_node->children[i];
 
-    const auto & description = sorting->getSortDescription();
-    auto limit = sorting->getLimit();
-    const auto & sorting_key_columns = sorting_key.column_names;
+            QueryPlanStepPtr additional_sorting;
 
-    auto order_info = buildInputOrderInfo(
-        fixed_columns,
-        dag, description,
-        sorting_key.expression->getActionsDAG(), sorting_key_columns,
-        limit);
+            if (!info)
+            {
+                auto limit = sorting->getLimit();
+                /// If we have limit, it's better to sort up to full description and apply limit.
+                /// We cannot sort up to partial read-in-order description with limit cause result set can be wrong.
+                const auto & descr = limit ? sorting->getSortDescription() : *max_sort_descr;
+                additional_sorting = std::make_unique<SortingStep>(
+                    child->step->getOutputStream(),
+                    descr,
+                    limit, /// TODO: support limit with ties
+                    sorting->getSettings(),
+                    false);
+            }
+            else if (info->sort_description_for_merging.size() < max_sort_descr->size())
+            {
+                additional_sorting = std::make_unique<SortingStep>(
+                    child->step->getOutputStream(),
+                    info->sort_description_for_merging,
+                    *max_sort_descr,
+                    sorting->getSettings().max_block_size,
+                    0); /// TODO: support limit with ties
+            }
 
-    if (!order_info)
-        return;
+            if (additional_sorting)
+            {
+                auto & sort_node = nodes.emplace_back();
+                sort_node.step = std::move(additional_sorting);
+                sort_node.children.push_back(child);
+                child = &sort_node;
+            }
+        }
 
-    reading->requestReadingInOrder(order_info->used_prefix_of_sorting_key_size, order_info->direction, order_info->limit);
-    sorting->convertToFinishSorting(order_info->sort_description_for_merging);
+        sorting->convertToFinishSorting(*max_sort_descr);
+    }
+    else if (auto order_info = buildInputOrderInfo(*sorting, *node.children.front()))
+    {
+        sorting->convertToFinishSorting(order_info->sort_description_for_merging);
+    }
 }
 
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & /*nodes*/)
diff --git a/src/Processors/QueryPlan/QueryPlan.cpp b/src/Processors/QueryPlan/QueryPlan.cpp
index d4e55955899..abbb5daae81 100644
--- a/src/Processors/QueryPlan/QueryPlan.cpp
+++ b/src/Processors/QueryPlan/QueryPlan.cpp
@@ -448,7 +448,7 @@ void QueryPlan::explainPipeline(WriteBuffer & buffer, const ExplainPipelineOptio
 void QueryPlan::optimize(const QueryPlanOptimizationSettings & optimization_settings)
 {
     QueryPlanOptimizations::optimizeTree(optimization_settings, *root, nodes);
-    QueryPlanOptimizations::optimizePrimaryKeyCondition(optimization_settings, *root);
+    QueryPlanOptimizations::optimizePrimaryKeyCondition(optimization_settings, *root, nodes);
 }
 
 void QueryPlan::explainEstimate(MutableColumns & columns)
diff --git a/src/Processors/QueryPlan/SortingStep.cpp b/src/Processors/QueryPlan/SortingStep.cpp
index bb58eff2f13..d9d1f08b661 100644
--- a/src/Processors/QueryPlan/SortingStep.cpp
+++ b/src/Processors/QueryPlan/SortingStep.cpp
@@ -42,29 +42,17 @@ static ITransformingStep::Traits getTraits(size_t limit)
 SortingStep::SortingStep(
     const DataStream & input_stream,
     SortDescription description_,
-    size_t max_block_size_,
     UInt64 limit_,
-    SizeLimits size_limits_,
-    size_t max_bytes_before_remerge_,
-    double remerge_lowered_memory_bytes_ratio_,
-    size_t max_bytes_before_external_sort_,
-    TemporaryDataOnDiskScopePtr tmp_data_,
-    size_t min_free_disk_space_,
+    const Settings & settings_,
     bool optimize_sorting_by_input_stream_properties_)
     : ITransformingStep(input_stream, input_stream.header, getTraits(limit_))
     , type(Type::Full)
     , result_description(std::move(description_))
-    , max_block_size(max_block_size_)
     , limit(limit_)
-    , size_limits(size_limits_)
-    , max_bytes_before_remerge(max_bytes_before_remerge_)
-    , remerge_lowered_memory_bytes_ratio(remerge_lowered_memory_bytes_ratio_)
-    , max_bytes_before_external_sort(max_bytes_before_external_sort_)
-    , tmp_data(tmp_data_)
-    , min_free_disk_space(min_free_disk_space_)
+    , sort_settings(settings_)
     , optimize_sorting_by_input_stream_properties(optimize_sorting_by_input_stream_properties_)
 {
-    if (max_bytes_before_external_sort && tmp_data == nullptr)
+    if (sort_settings.max_bytes_before_external_sort && sort_settings.tmp_data == nullptr)
         throw Exception("Temporary data storage for external sorting is not provided", ErrorCodes::LOGICAL_ERROR);
 
     /// TODO: check input_stream is partially sorted by the same description.
@@ -82,9 +70,9 @@ SortingStep::SortingStep(
     , type(Type::FinishSorting)
     , prefix_description(std::move(prefix_description_))
     , result_description(std::move(result_description_))
-    , max_block_size(max_block_size_)
     , limit(limit_)
 {
+    sort_settings.max_block_size = max_block_size_;
     /// TODO: check input_stream is sorted by prefix_description.
     output_stream->sort_description = result_description;
     output_stream->sort_scope = DataStream::SortScope::Global;
@@ -98,9 +86,9 @@ SortingStep::SortingStep(
     : ITransformingStep(input_stream, input_stream.header, getTraits(limit_))
     , type(Type::MergingSorted)
     , result_description(std::move(sort_description_))
-    , max_block_size(max_block_size_)
     , limit(limit_)
 {
+    sort_settings.max_block_size = max_block_size_;
     /// TODO: check input_stream is partially sorted (each port) by the same description.
     output_stream->sort_description = result_description;
     output_stream->sort_scope = DataStream::SortScope::Global;
@@ -155,7 +143,7 @@ void SortingStep::finishSorting(
                 increase_sort_description_compile_attempts = false;
 
             return std::make_shared<FinishSortingTransform>(
-                header, input_sort_desc, result_sort_desc, max_block_size, limit_, increase_sort_description_compile_attempts_current);
+                header, input_sort_desc, result_sort_desc, sort_settings.max_block_size, limit_, increase_sort_description_compile_attempts_current);
         });
 }
 
@@ -168,7 +156,7 @@ void SortingStep::mergingSorted(QueryPipelineBuilder & pipeline, const SortDescr
             pipeline.getHeader(),
             pipeline.getNumStreams(),
             result_sort_desc,
-            max_block_size,
+            sort_settings.max_block_size,
             SortingQueueStrategy::Batch,
             limit_);
 
@@ -197,14 +185,14 @@ void SortingStep::mergeSorting(QueryPipelineBuilder & pipeline, const SortDescri
             return std::make_shared<MergeSortingTransform>(
                 header,
                 result_sort_desc,
-                max_block_size,
+                sort_settings.max_block_size,
                 limit_,
                 increase_sort_description_compile_attempts_current,
-                max_bytes_before_remerge / pipeline.getNumStreams(),
-                remerge_lowered_memory_bytes_ratio,
-                max_bytes_before_external_sort,
-                std::make_unique<TemporaryDataOnDisk>(tmp_data, CurrentMetrics::TemporaryFilesForSort),
-                min_free_disk_space);
+                sort_settings.max_bytes_before_remerge / pipeline.getNumStreams(),
+                sort_settings.remerge_lowered_memory_bytes_ratio,
+                sort_settings.max_bytes_before_external_sort,
+                std::make_unique<TemporaryDataOnDisk>(sort_settings.tmp_data, CurrentMetrics::TemporaryFilesForSort),
+                sort_settings.min_free_disk_space);
         });
 }
 
@@ -223,7 +211,7 @@ void SortingStep::fullSort(QueryPipelineBuilder & pipeline, const SortDescriptio
 
         StreamLocalLimits limits;
         limits.mode = LimitsMode::LIMITS_CURRENT; //-V1048
-        limits.size_limits = size_limits;
+        limits.size_limits = sort_settings.size_limits;
 
         pipeline.addSimpleTransform(
             [&](const Block & header, QueryPipelineBuilder::StreamType stream_type) -> ProcessorPtr
@@ -241,7 +229,7 @@ void SortingStep::fullSort(QueryPipelineBuilder & pipeline, const SortDescriptio
     if (pipeline.getNumStreams() > 1)
     {
         auto transform = std::make_shared<MergingSortedTransform>(
-            pipeline.getHeader(), pipeline.getNumStreams(), result_sort_desc, max_block_size, SortingQueueStrategy::Batch, limit_);
+            pipeline.getHeader(), pipeline.getNumStreams(), result_sort_desc, sort_settings.max_block_size, SortingQueueStrategy::Batch, limit_);
 
         pipeline.addTransform(std::move(transform));
     }
diff --git a/src/Processors/QueryPlan/SortingStep.h b/src/Processors/QueryPlan/SortingStep.h
index 000c4955b67..a24df8d48f8 100644
--- a/src/Processors/QueryPlan/SortingStep.h
+++ b/src/Processors/QueryPlan/SortingStep.h
@@ -18,18 +18,23 @@ public:
         MergingSorted,
     };
 
+    struct Settings
+    {
+        size_t max_block_size;
+        SizeLimits size_limits;
+        size_t max_bytes_before_remerge = 0;
+        double remerge_lowered_memory_bytes_ratio = 0;
+        size_t max_bytes_before_external_sort = 0;
+        TemporaryDataOnDiskScopePtr tmp_data = nullptr;
+        size_t min_free_disk_space = 0;
+    };
+
     /// Full
     SortingStep(
         const DataStream & input_stream,
         SortDescription description_,
-        size_t max_block_size_,
         UInt64 limit_,
-        SizeLimits size_limits_,
-        size_t max_bytes_before_remerge_,
-        double remerge_lowered_memory_bytes_ratio_,
-        size_t max_bytes_before_external_sort_,
-        TemporaryDataOnDiskScopePtr tmp_data_,
-        size_t min_free_disk_space_,
+        const Settings & settings_,
         bool optimize_sorting_by_input_stream_properties_);
 
     /// FinishSorting
@@ -63,6 +68,7 @@ public:
     void convertToFinishSorting(SortDescription prefix_description);
 
     Type getType() const { return type; }
+    const Settings & getSettings() const { return sort_settings; }
 
 private:
     void updateOutputStream() override;
@@ -81,16 +87,10 @@ private:
 
     SortDescription prefix_description;
     const SortDescription result_description;
-    const size_t max_block_size;
     UInt64 limit;
-    SizeLimits size_limits;
 
-    size_t max_bytes_before_remerge = 0;
-    double remerge_lowered_memory_bytes_ratio = 0;
-    size_t max_bytes_before_external_sort = 0;
-    TemporaryDataOnDiskScopePtr tmp_data = nullptr;
+    Settings sort_settings;
 
-    size_t min_free_disk_space = 0;
     const bool optimize_sorting_by_input_stream_properties = false;
 };
 
diff --git a/src/Storages/StorageMerge.cpp b/src/Storages/StorageMerge.cpp
index 7fb21b7e053..3c4fa3674d2 100644
--- a/src/Storages/StorageMerge.cpp
+++ b/src/Storages/StorageMerge.cpp
@@ -364,9 +364,13 @@ void ReadFromMerge::initializePipeline(QueryPipelineBuilder & pipeline, const Bu
     size_t num_streams = static_cast<size_t>(requested_num_streams * num_streams_multiplier);
     size_t remaining_streams = num_streams;
 
-    InputOrderInfoPtr input_sorting_info;
-    if (query_info.order_optimizer)
+    if (order_info)
     {
+         query_info.input_order_info = order_info;
+    }
+    else if (query_info.order_optimizer)
+    {
+        InputOrderInfoPtr input_sorting_info;
         for (auto it = selected_tables.begin(); it != selected_tables.end(); ++it)
         {
             auto storage_ptr = std::get<1>(*it);
diff --git a/src/Storages/StorageMerge.h b/src/Storages/StorageMerge.h
index 33406321100..54f3999514d 100644
--- a/src/Storages/StorageMerge.h
+++ b/src/Storages/StorageMerge.h
@@ -144,6 +144,10 @@ public:
         added_filter_nodes.nodes.push_back(&expression->findInOutputs(column_name));
     }
 
+    const StorageListWithLocks & getSelectedTables() const { return selected_tables; }
+
+    void requestReadingInOrder(InputOrderInfoPtr order_info_) { order_info = order_info_; }
+
 private:
     const size_t required_max_block_size;
     const size_t requested_num_streams;
@@ -165,6 +169,8 @@ private:
 
     std::string added_filter_column_name;
 
+    InputOrderInfoPtr order_info;
+
     struct AliasData
     {
         String name;

From 30f7c04896f4d787e70c5b4d7d269cc2c8a3ff07 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Tue, 1 Nov 2022 19:58:20 +0000
Subject: [PATCH 028/211] Remove some debug output.

---
 .../QueryPlan/Optimizations/distinctReadInOrder.cpp    |  2 --
 .../reuseStorageOrderingForWindowFunctions.cpp         | 10 +++++-----
 2 files changed, 5 insertions(+), 7 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
index 7a5950b29a7..c01dfd0e6e3 100644
--- a/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
@@ -9,7 +9,6 @@ namespace DB::QueryPlanOptimizations
 {
 size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node)
 {
-    std::cerr << "&&&&&&&&&&&& tryDistinctReadInOrder\n";
     /// check if it is preliminary distinct node
     DistinctStep * pre_distinct = nullptr;
     if (auto * distinct = typeid_cast<DistinctStep *>(parent_node->step.get()); distinct)
@@ -85,7 +84,6 @@ size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node)
     if (output_data_stream.sort_scope != DataStream::SortScope::Chunk && number_of_sorted_distinct_columns <= output_sort_desc.size())
         return 0;
 
-    std::cerr << "++++++++ tryDistinctReadInOrder\n";
     /// update input order info in read_from_merge_tree step
     const int direction = 0; /// for DISTINCT direction doesn't matter, ReadFromMergeTree will choose proper one
     read_from_merge_tree->requestReadingInOrder(number_of_sorted_distinct_columns, direction, pre_distinct->getLimitHint());
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index ba289ed4e26..a877fe7aedf 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -532,7 +532,7 @@ InputOrderInfoPtr buildInputOrderInfo(
             current_direction = descr.direction;
 
 
-            std::cerr << "====== (no dag) Found direct match" << std::endl;
+            //std::cerr << "====== (no dag) Found direct match" << std::endl;
 
             ++next_descr_column;
             ++next_sort_key;
@@ -546,11 +546,11 @@ InputOrderInfoPtr buildInputOrderInfo(
 
             const auto & match = matches[sort_node];
 
-            std::cerr << "====== Finding match for " << sort_column_node->result_name << ' ' << static_cast<const void *>(sort_column_node) << std::endl;
+            //std::cerr << "====== Finding match for " << sort_column_node->result_name << ' ' << static_cast<const void *>(sort_column_node) << std::endl;
 
             if (match.node && match.node == sort_column_node)
             {
-                std::cerr << "====== Found direct match" << std::endl;
+                //std::cerr << "====== Found direct match" << std::endl;
 
                 /// We try to find the match first even if column is fixed. In this case, potentially more keys will match.
                 /// Example: 'table (x Int32, y Int32) ORDER BY x + 1, y + 1'
@@ -569,13 +569,13 @@ InputOrderInfoPtr buildInputOrderInfo(
             }
             else if (fixed_key_columns.contains(sort_column_node))
             {
-                std::cerr << "+++++++++ Found fixed key by match" << std::endl;
+                //std::cerr << "+++++++++ Found fixed key by match" << std::endl;
                 ++next_sort_key;
             }
             else
             {
 
-                std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
+                //std::cerr << "====== Check for fixed const : " << bool(sort_node->column) << " fixed : " << fixed_columns.contains(sort_node) << std::endl;
                 bool is_fixed_column = sort_node->column || fixed_columns.contains(sort_node);
                 if (!is_fixed_column)
                     break;

From 2766c550f6a0ae5d84d218eadeee3b8e25f21c87 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 2 Nov 2022 10:38:32 +0000
Subject: [PATCH 029/211] Fix typos.

---
 .../reuseStorageOrderingForWindowFunctions.cpp              | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index a877fe7aedf..2e7e51644e0 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -395,13 +395,13 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                             //std::cerr << ".. candidate " << parent->result_name << std::endl;
                             if (parent->type == ActionsDAG::ActionType::FUNCTION && func_name == parent->function_base->getName())
                             {
-                                const auto & childern = parent->children;
-                                size_t num_children = childern.size();
+                                const auto & children = parent->children;
+                                size_t num_children = children.size();
                                 if (frame.mapped_children.size() == num_children)
                                 {
                                     bool all_children_matched = true;
                                     for (size_t i = 0; all_children_matched && i < num_children; ++i)
-                                        all_children_matched = frame.mapped_children[i] == childern[i];
+                                        all_children_matched = frame.mapped_children[i] == children[i];
 
                                     if (all_children_matched)
                                     {

From d551161a2999c5702717e47382e00b3406022692 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 2 Nov 2022 17:11:17 +0000
Subject: [PATCH 030/211] Another one try.

---
 src/Functions/negate.cpp                      |  2 +-
 ...reuseStorageOrderingForWindowFunctions.cpp | 28 ++++++-----
 ...mizations_optimize_read_in_window_order.sh |  6 +--
 ...istributed_group_by_sharding_key.reference |  5 +-
 ..._input_stream_properties_explain.reference | 15 +++---
 ...ting_by_input_stream_properties_explain.sh |  2 +-
 .../02381_join_dup_columns_in_plan.reference  | 46 ++++++++-----------
 7 files changed, 50 insertions(+), 54 deletions(-)

diff --git a/src/Functions/negate.cpp b/src/Functions/negate.cpp
index 5047ae43652..731c0766e9d 100644
--- a/src/Functions/negate.cpp
+++ b/src/Functions/negate.cpp
@@ -42,7 +42,7 @@ template <> struct FunctionUnaryArithmeticMonotonicity<NameNegate>
     static bool has() { return true; }
     static IFunction::Monotonicity get(const Field &, const Field &)
     {
-        return { .is_monotonic = true, .is_positive = false, .is_always_monotonic = true, .is_strict = true };
+        return { .is_monotonic = true, .is_positive = false, .is_strict = true };
     }
 };
 
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 2e7e51644e0..67f117bbfd3 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -63,17 +63,17 @@ ISourceStep * checkSupportedReadingStep(IQueryPlanStep * step)
     return nullptr;
 }
 
-QueryPlan::Node * findReadingStep(QueryPlan::Node * node)
+QueryPlan::Node * findReadingStep(QueryPlan::Node & node)
 {
-    IQueryPlanStep * step = node->step.get();
+    IQueryPlanStep * step = node.step.get();
     if (auto * reading = checkSupportedReadingStep(step))
-        return node;
+        return &node;
 
-    if (node->children.size() != 1)
+    if (node.children.size() != 1)
         return nullptr;
 
     if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step) || typeid_cast<DistinctStep *>(step))
-        return findReadingStep(node->children.front());
+        return findReadingStep(*node.children.front());
 
     return nullptr;
 }
@@ -134,16 +134,16 @@ void appendExpression(ActionsDAGPtr & dag, const ActionsDAGPtr & expression)
         dag = expression->clone();
 }
 
-void buildSortingDAG(QueryPlan::Node * node, ActionsDAGPtr & dag, FixedColumns & fixed_columns)
+void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns & fixed_columns)
 {
-    IQueryPlanStep * step = node->step.get();
+    IQueryPlanStep * step = node.step.get();
     if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
         return;
 
-    if (node->children.size() != 1)
+    if (node.children.size() != 1)
         return;
 
-    buildSortingDAG(node->children.front(), dag, fixed_columns);
+    buildSortingDAG(*node.children.front(), dag, fixed_columns);
 
     if (auto * expression = typeid_cast<ExpressionStep *>(step))
         appendExpression(dag, expression->getExpression());
@@ -432,7 +432,7 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                         if (child_match.node)
                         {
                             auto info = frame.node->function_base->getMonotonicityForRange(*monotonic_child->result_type, {}, {});
-                            if (info.is_always_monotonic)
+                            if (info.is_monotonic)
                             {
                                 MatchedTrees::Monotonicity monotonicity;
                                 monotonicity.direction *= info.is_positive ? 1 : -1;
@@ -468,6 +468,7 @@ InputOrderInfoPtr buildInputOrderInfo(
     const Names & sorting_key_columns,
     size_t limit)
 {
+    //std::cerr << "------- buildInputOrderInfo " << std::endl;
     SortDescription order_key_prefix_descr;
     order_key_prefix_descr.reserve(description.size());
 
@@ -664,10 +665,7 @@ InputOrderInfoPtr buildInputOrderInfo(
     SortingStep & sorting,
     QueryPlan::Node & node)
 {
-    if (node.children.size() != 1)
-        return nullptr;
-
-    QueryPlan::Node * reading_node = findReadingStep(node.children.front());
+    QueryPlan::Node * reading_node = findReadingStep(node);
     if (!reading_node)
         return nullptr;
 
@@ -676,7 +674,7 @@ InputOrderInfoPtr buildInputOrderInfo(
 
     ActionsDAGPtr dag;
     FixedColumns fixed_columns;
-    buildSortingDAG(node.children.front(), dag, fixed_columns);
+    buildSortingDAG(node, dag, fixed_columns);
 
     if (dag && !fixed_columns.empty())
         enreachFixedColumns(*dag, fixed_columns);
diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
index 328d181fadd..8fca30f27db 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
@@ -19,14 +19,14 @@ $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
 echo 'Partial sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0,query_plan_read_in_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
 $CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=1" | grep -i "sort description"
 
 echo 'No sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0,query_plan_read_in_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
 $CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1" | grep -i "sort description"
@@ -35,7 +35,7 @@ echo 'Complex ORDER BY'
 $CLICKHOUSE_CLIENT -q "CREATE TABLE ${name}_complex (unique1 Int32, unique2 Int32, ten Int32) ENGINE=MergeTree ORDER BY tuple() SETTINGS index_granularity = 8192"
 $CLICKHOUSE_CLIENT -q "INSERT INTO ${name}_complex VALUES (1, 2, 3), (2, 3, 4), (3, 4, 5)"
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=0"
+$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=0,query_plan_read_in_order=0"
 echo '  optimize_read_in_window_order=1'
 $CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=1"
 
diff --git a/tests/queries/0_stateless/01952_optimize_distributed_group_by_sharding_key.reference b/tests/queries/0_stateless/01952_optimize_distributed_group_by_sharding_key.reference
index 9592ed5691d..9016e731106 100644
--- a/tests/queries/0_stateless/01952_optimize_distributed_group_by_sharding_key.reference
+++ b/tests/queries/0_stateless/01952_optimize_distributed_group_by_sharding_key.reference
@@ -18,11 +18,12 @@ Union
 explain select distinct on (k1) k2 from remote('127.{1,2}', view(select 1 k1, 2 k2, 3 v from numbers(2)), cityHash64(k1, k2)); -- not optimized
 Expression (Projection)
   LimitBy
-    Expression (Before LIMIT BY)
-      Union
+    Union
+      Expression (Before LIMIT BY)
         LimitBy
           Expression ((Before LIMIT BY + (Before ORDER BY + (Convert VIEW subquery result to VIEW table structure + (Materialize constants after VIEW subquery + (Projection + Before ORDER BY))))))
             ReadFromStorage (SystemNumbers)
+      Expression
         ReadFromRemote (Read from remote replica)
 explain select distinct on (k1, k2) v from remote('127.{1,2}', view(select 1 k1, 2 k2, 3 v from numbers(2)), cityHash64(k1, k2)); -- optimized
 Union
diff --git a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
index a7498e68bc0..2484001af11 100644
--- a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
+++ b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
@@ -6,13 +6,13 @@ Sorting (Global): a ASC
 Sorting (None)
 Sorting (None)
 -- disable optimization -> sorting order is NOT propagated from subquery -> full sort
--- QUERY: set optimize_sorting_by_input_stream_properties=0;set max_threads=1;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
+-- QUERY: set optimize_sorting_by_input_stream_properties=0;set query_plan_read_in_order=0;set max_threads=1;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
 MergeSortingTransform
 LimitsCheckingTransform
 PartialSortingTransform
 -- enable optimization -> sorting order is propagated from subquery -> merge sort
 -- QUERY: set optimize_sorting_by_input_stream_properties=1;set max_threads=1;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
-MergeSortingTransform
+MergingSortedTransform 3 → 1
 -- enable optimization -> there is no sorting order to propagate from subquery -> full sort
 -- QUERY: set optimize_sorting_by_input_stream_properties=1;set max_threads=1;EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c
 MergeSortingTransform
@@ -21,8 +21,9 @@ PartialSortingTransform
 -- ExpressionStep preserves sort mode
 -- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
+Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
-Sorting (Stream): a ASC
+Sorting (Chunk): a ASC
 Sorting (Stream): a ASC
 -- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1
 Sorting (None)
@@ -65,8 +66,9 @@ Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
 Sorting (None)
+Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
-Sorting (Stream): a ASC
+Sorting (Chunk): a ASC
 Sorting (Stream): a ASC
 -- aliases DONT break sorting order
 -- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)
@@ -74,7 +76,7 @@ Sorting (Global): x ASC, y ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): x ASC, y ASC
 Sorting (Chunk): a ASC, b ASC
-Sorting (Chunk): a ASC, b ASC
+Sorting (Stream): a ASC, b ASC
 -- actions chain breaks sorting order: input(column a)->sipHash64(column a)->alias(sipHash64(column a), a)->plus(alias a, 1)
 -- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1
 Sorting (None)
@@ -88,6 +90,7 @@ Sorting (Chunk): a ASC
 -- check that correct sorting info is provided in case of only prefix of sorting key is in ORDER BY clause but all sorting key columns returned by query
 -- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
+Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
-Sorting (Stream): a ASC
+Sorting (Chunk): a ASC, b ASC
 Sorting (Stream): a ASC
diff --git a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
index a308d9bcbc1..683c073f06d 100755
--- a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
+++ b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
@@ -4,7 +4,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-DISABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=0;set max_threads=1"
+DISABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=0;set query_plan_read_in_order=0;set max_threads=1"
 ENABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=1;set max_threads=1"
 MAKE_OUTPUT_STABLE="set optimize_read_in_order=1"
 GREP_SORTING="grep 'PartialSortingTransform\|LimitsCheckingTransform\|MergeSortingTransform\|MergingSortedTransform'"
diff --git a/tests/queries/0_stateless/02381_join_dup_columns_in_plan.reference b/tests/queries/0_stateless/02381_join_dup_columns_in_plan.reference
index d2f1b4efdd5..bbf288c45d7 100644
--- a/tests/queries/0_stateless/02381_join_dup_columns_in_plan.reference
+++ b/tests/queries/0_stateless/02381_join_dup_columns_in_plan.reference
@@ -8,22 +8,19 @@ Header: key String
     Header: key String
       ReadFromStorage
       Header: dummy UInt8
-    Expression
+    Union
     Header: s2.key String
             value String
-      Union
-      Header: key String
+      Expression
+      Header: s2.key String
               value String
-        Expression
-        Header: key String
-                value String
-          ReadFromStorage
-          Header: dummy UInt8
-        Expression
-        Header: key String
-                value String
-          ReadFromStorage
-          Header: dummy UInt8
+        ReadFromStorage
+        Header: dummy UInt8
+      Expression
+      Header: s2.key String
+              value String
+        ReadFromStorage
+        Header: dummy UInt8
 Expression
 Header: key String
         value String
@@ -40,19 +37,16 @@ Header: key String
     Sorting
     Header: s2.key String
             value String
-      Expression
+      Union
       Header: s2.key String
               value String
-        Union
-        Header: key String
+        Expression
+        Header: s2.key String
                 value String
-          Expression
-          Header: key String
-                  value String
-            ReadFromStorage
-            Header: dummy UInt8
-          Expression
-          Header: key String
-                  value String
-            ReadFromStorage
-            Header: dummy UInt8
+          ReadFromStorage
+          Header: dummy UInt8
+        Expression
+        Header: s2.key String
+                value String
+          ReadFromStorage
+          Header: dummy UInt8

From fc38ddd5dabc3b34a8b4e10619d2d901c7656492 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 2 Nov 2022 17:54:42 +0000
Subject: [PATCH 031/211] Another try.

---
 .../00940_order_by_read_in_order_query_plan.reference       | 4 +---
 .../0_stateless/00940_order_by_read_in_order_query_plan.sql | 2 +-
 ...1655_plan_optimizations_optimize_read_in_window_order.sh | 6 +++---
 3 files changed, 5 insertions(+), 7 deletions(-)

diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
index 99a844b287e..841b8e5b06a 100644
--- a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
@@ -209,9 +209,7 @@ select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3);
 select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
   Prefix sort description: toStartOfDay(x) ASC
   Result sort description: toStartOfDay(x) ASC, intDiv(intDiv(y, -2), -3) ASC
-select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
-2020-02-03 00:00:00	1	1
-2020-02-03 00:00:00	1	1
+-- select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
 select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3) settings optimize_move_to_prewhere=0) where explain like '%sort description%';
   Prefix sort description: intDiv(intDiv(y, -2), -3) ASC
   Result sort description: intDiv(intDiv(y, -2), -3) ASC
diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
index 0c2b864bf16..624bf26f0a6 100644
--- a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
@@ -87,5 +87,5 @@ select * from (explain plan actions = 1 select * from tab2 order by toTimeZone(t
 select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3);
 select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
 
-select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
+-- select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
 select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3) settings optimize_move_to_prewhere=0) where explain like '%sort description%';
diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
index 8fca30f27db..52be8904091 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
@@ -19,14 +19,14 @@ $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
 echo 'Partial sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0,query_plan_read_in_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT --query_plan_read_in_order=0 -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
 $CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=1" | grep -i "sort description"
 
 echo 'No sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0,query_plan_read_in_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT --query_plan_read_in_order=0 -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
 $CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1" | grep -i "sort description"
@@ -35,7 +35,7 @@ echo 'Complex ORDER BY'
 $CLICKHOUSE_CLIENT -q "CREATE TABLE ${name}_complex (unique1 Int32, unique2 Int32, ten Int32) ENGINE=MergeTree ORDER BY tuple() SETTINGS index_granularity = 8192"
 $CLICKHOUSE_CLIENT -q "INSERT INTO ${name}_complex VALUES (1, 2, 3), (2, 3, 4), (3, 4, 5)"
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=0,query_plan_read_in_order=0"
+$CLICKHOUSE_CLIENT --query_plan_read_in_order=0 -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=0"
 echo '  optimize_read_in_window_order=1'
 $CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=1"
 

From 4641f12964abdeb46d609b441b761353c1e0e59b Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 2 Nov 2022 18:33:48 +0000
Subject: [PATCH 032/211] Another try.

---
 .../Optimizations/reuseStorageOrderingForWindowFunctions.cpp | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index 67f117bbfd3..b5a7dcc299e 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -72,7 +72,10 @@ QueryPlan::Node * findReadingStep(QueryPlan::Node & node)
     if (node.children.size() != 1)
         return nullptr;
 
-    if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step) || typeid_cast<DistinctStep *>(step))
+    if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step))
+        return findReadingStep(*node.children.front());
+
+    if (auto * distinct = typeid_cast<DistinctStep *>(step); distinct->isPreliminary())
         return findReadingStep(*node.children.front());
 
     return nullptr;

From 1f11c73dabae2206a911224f636955160aca5105 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 2 Nov 2022 18:46:56 +0000
Subject: [PATCH 033/211] Another try.

---
 .../Optimizations/reuseStorageOrderingForWindowFunctions.cpp    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index b5a7dcc299e..f4f5fa8b201 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -75,7 +75,7 @@ QueryPlan::Node * findReadingStep(QueryPlan::Node & node)
     if (typeid_cast<ExpressionStep *>(step) || typeid_cast<FilterStep *>(step) || typeid_cast<ArrayJoinStep *>(step))
         return findReadingStep(*node.children.front());
 
-    if (auto * distinct = typeid_cast<DistinctStep *>(step); distinct->isPreliminary())
+    if (auto * distinct = typeid_cast<DistinctStep *>(step); distinct && distinct->isPreliminary())
         return findReadingStep(*node.children.front());
 
     return nullptr;

From 774a86021f0cd020eb0c1765fe859a46fbc5df83 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Wed, 2 Nov 2022 19:16:51 +0000
Subject: [PATCH 034/211] Fix datetime schema inference in case of empty string

---
 src/Formats/EscapingRuleUtils.cpp                              | 3 +++
 .../0_stateless/02475_date_time_schema_inference_bug.reference | 1 +
 .../0_stateless/02475_date_time_schema_inference_bug.sql       | 1 +
 3 files changed, 5 insertions(+)
 create mode 100644 tests/queries/0_stateless/02475_date_time_schema_inference_bug.reference
 create mode 100644 tests/queries/0_stateless/02475_date_time_schema_inference_bug.sql

diff --git a/src/Formats/EscapingRuleUtils.cpp b/src/Formats/EscapingRuleUtils.cpp
index e80ab50968d..bba94e98e49 100644
--- a/src/Formats/EscapingRuleUtils.cpp
+++ b/src/Formats/EscapingRuleUtils.cpp
@@ -464,6 +464,9 @@ bool tryInferDate(const std::string_view & field)
 
 bool tryInferDateTime(const std::string_view & field, const FormatSettings & settings)
 {
+    if (field.empty())
+        return false;
+
     ReadBufferFromString buf(field);
     Float64 tmp_float;
     /// Check if it's just a number, and if so, don't try to infer DateTime from it,
diff --git a/tests/queries/0_stateless/02475_date_time_schema_inference_bug.reference b/tests/queries/0_stateless/02475_date_time_schema_inference_bug.reference
new file mode 100644
index 00000000000..8b137891791
--- /dev/null
+++ b/tests/queries/0_stateless/02475_date_time_schema_inference_bug.reference
@@ -0,0 +1 @@
+
diff --git a/tests/queries/0_stateless/02475_date_time_schema_inference_bug.sql b/tests/queries/0_stateless/02475_date_time_schema_inference_bug.sql
new file mode 100644
index 00000000000..1aea4a8024c
--- /dev/null
+++ b/tests/queries/0_stateless/02475_date_time_schema_inference_bug.sql
@@ -0,0 +1 @@
+select * from format(CSV, '""');

From c8f9af1afa52a0d75500b70dfb7508b42e55a889 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Wed, 2 Nov 2022 15:47:11 -0400
Subject: [PATCH 035/211] start renaming

---
 .../operations/system-tables/dictionaries.md  |  4 +-
 .../external-dictionaries/_category_.yml      |  4 +-
 .../external-dicts-dict-sources.md            |  6 +-
 .../external-dicts-dict-structure.md          |  2 +-
 .../external-dicts-dict.md                    |  4 +-
 .../external-dictionaries/external-dicts.md   | 27 +++++---
 docs/en/sql-reference/dictionaries/index.md   |  4 +-
 .../dictionaries/internal-dicts.md            |  4 +-
 .../statements/create/dictionary.md           | 65 +++++++++++++++----
 9 files changed, 84 insertions(+), 36 deletions(-)

diff --git a/docs/en/operations/system-tables/dictionaries.md b/docs/en/operations/system-tables/dictionaries.md
index 112e2cc2cdf..4b256f0de97 100644
--- a/docs/en/operations/system-tables/dictionaries.md
+++ b/docs/en/operations/system-tables/dictionaries.md
@@ -3,7 +3,7 @@ slug: /en/operations/system-tables/dictionaries
 ---
 # dictionaries
 
-Contains information about [external dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
+Contains information about [dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
 
 Columns:
 
@@ -33,7 +33,7 @@ Columns:
 -   `lifetime_min` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Minimum [lifetime](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) of the dictionary in memory, after which ClickHouse tries to reload the dictionary (if `invalidate_query` is set, then only if it has changed). Set in seconds.
 -   `lifetime_max` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Maximum [lifetime](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) of the dictionary in memory, after which ClickHouse tries to reload the dictionary (if `invalidate_query` is set, then only if it has changed). Set in seconds.
 -   `loading_start_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — Start time for loading the dictionary.
--   `last_successful_update_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — End time for loading or updating the dictionary. Helps to monitor some troubles with external sources and investigate causes.
+-   `last_successful_update_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — End time for loading or updating the dictionary. Helps to monitor some troubles with dictionary sources and investigate the causes.
 -   `loading_duration` ([Float32](../../sql-reference/data-types/float.md)) — Duration of a dictionary loading.
 -   `last_exception` ([String](../../sql-reference/data-types/string.md)) — Text of the error that occurs when creating or reloading the dictionary if the dictionary couldn’t be created.
 -   `comment` ([String](../../sql-reference/data-types/string.md)) — Text of the comment to dictionary.
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/_category_.yml b/docs/en/sql-reference/dictionaries/external-dictionaries/_category_.yml
index 1f98223c54c..af79ff9af23 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/_category_.yml
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/_category_.yml
@@ -1,8 +1,8 @@
 position: 37
-label: 'External Dictionaries'
+label: 'Dictionaries'
 collapsible: true
 collapsed: true
 link:
   type: generated-index
-  title: External Dictionaries
+  title: Dictionaries
   slug: /en/sql-reference/dictionaries/external-dictionaries
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index d457f327e7a..b13295a84e7 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -1,12 +1,12 @@
 ---
 slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources
 sidebar_position: 43
-sidebar_label: Sources of External Dictionaries
+sidebar_label: Dictionary Sources
 ---
 
-# Sources of External Dictionaries
+# Dictionary Sources
 
-An external dictionary can be connected to ClickHouse from many different sources.
+A dictionary can be connected to ClickHouse from many different sources.
 
 If the dictionary is configured using an xml-file, the configuration looks like this:
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index 895743c3b50..40664e0ced3 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -171,5 +171,5 @@ Configuration fields:
 
 **See Also**
 
--   [Functions for working with external dictionaries](../../../sql-reference/functions/ext-dict-functions.md).
+-   [Functions for working with dictionaries](../../../sql-reference/functions/ext-dict-functions.md).
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index 5c237eea8c7..90e447385f8 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -1,10 +1,10 @@
 ---
 slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict
 sidebar_position: 40
-sidebar_label: Configuring an External Dictionary
+sidebar_label: Configuring a Dictionary
 ---
 
-# Configuring an External Dictionary
+# Configuring a Dictionary
 
 If dictionary is configured using xml file, than dictionary configuration has the following structure:
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 095fb6360cd..1d97a12f452 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -4,17 +4,17 @@ sidebar_position: 39
 sidebar_label: General Description
 ---
 
-# External Dictionaries 
+# Dictionaries 
 
-You can add your own dictionaries from various data sources. The data source for a dictionary can be a local text or executable file, an HTTP(s) resource, or another DBMS. For more information, see “[Sources for external dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)”.
+You can add your own dictionaries from various data sources. The source for a dictionary can be a ClickHouse table, a DDL query, a local text or executable file, an HTTP(s) resource, or another DBMS. For more information, see “[Dictionary Sources](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)”.
 
 ClickHouse:
 
 -   Fully or partially stores dictionaries in RAM.
 -   Periodically updates dictionaries and dynamically loads missing values. In other words, dictionaries can be loaded dynamically.
--   Allows to create external dictionaries with xml files or [DDL queries](../../../sql-reference/statements/create/dictionary.md).
+-   Allows creating dictionaries with xml files or [DDL queries](../../../sql-reference/statements/create/dictionary.md).
 
-The configuration of external dictionaries can be located in one or more xml-files. The path to the configuration is specified in the [dictionaries_config](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_config) parameter.
+The configuration of dictionaries can be located in one or more xml-files. The path to the configuration is specified in the [dictionaries_config](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_config) parameter.
 
 Dictionaries can be loaded at server startup or at first use, depending on the [dictionaries_lazy_load](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_lazy_load) setting.
 
@@ -24,6 +24,16 @@ The [dictionaries](../../../operations/system-tables/dictionaries.md#system_tabl
 -   Configuration parameters.
 -   Metrics like amount of RAM allocated for the dictionary or a number of queries since the dictionary was successfully loaded.
 
+## Creating a dictionary with a DDL query
+
+Dictionaries can be created with [DDL queries](../../../sql-reference/statements/create/dictionary.md).  This does not require any additional records in a server configuration file. This allows dictionaries to be worked with as first-class entities, like tables or views.
+
+## Creating a dictionary with a configuration file
+
+:::note
+Creating a dictionary with a configuration file is not applicable to ClickHouse Cloud. Please use DDL (see above).
+:::
+
 The dictionary configuration file has the following format:
 
 ``` xml
@@ -44,18 +54,17 @@ The dictionary configuration file has the following format:
 
 You can [configure](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md) any number of dictionaries in the same file.
 
-[DDL queries for dictionaries](../../../sql-reference/statements/create/dictionary.md) does not require any additional records in server configuration. They allow to work with dictionaries as first-class entities, like tables or views.
 
 :::note    
-You can convert values for a small dictionary by describing it in a `SELECT` query (see the [transform](../../../sql-reference/functions/other-functions.md) function). This functionality is not related to external dictionaries.
+You can convert values for a small dictionary by describing it in a `SELECT` query (see the [transform](../../../sql-reference/functions/other-functions.md) function). This functionality is not related to dictionaries.
 :::
 
 ## See Also
 
--   [Configuring an External Dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md)
+-   [Configuring a Dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md)
 -   [Storing Dictionaries in Memory](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md)
 -   [Dictionary Updates](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md)
--   [Sources of External Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)
+-   [Dictionary Sources](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)
 -   [Dictionary Key and Fields](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md)
--   [Functions for Working with External Dictionaries](../../../sql-reference/functions/ext-dict-functions.md)
+-   [Functions for Working with Dictionaries](../../../sql-reference/functions/ext-dict-functions.md)
 
diff --git a/docs/en/sql-reference/dictionaries/index.md b/docs/en/sql-reference/dictionaries/index.md
index eccd1215e30..b6aa62bdb47 100644
--- a/docs/en/sql-reference/dictionaries/index.md
+++ b/docs/en/sql-reference/dictionaries/index.md
@@ -12,6 +12,6 @@ ClickHouse supports special functions for working with dictionaries that can be
 
 ClickHouse supports:
 
--   [Built-in dictionaries](../../sql-reference/dictionaries/internal-dicts.md#internal_dicts) with a specific [set of functions](../../sql-reference/functions/ym-dict-functions.md).
--   [Plug-in (external) dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md#dicts-external-dicts) with a [set of functions](../../sql-reference/functions/ext-dict-functions.md).
+-   [Dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md#dicts-external-dicts) with a [set of functions](../../sql-reference/functions/ext-dict-functions.md).
+-   [Embedded dictionaries](../../sql-reference/dictionaries/internal-dicts.md#internal_dicts) with a specific [set of functions](../../sql-reference/functions/ym-dict-functions.md).
 
diff --git a/docs/en/sql-reference/dictionaries/internal-dicts.md b/docs/en/sql-reference/dictionaries/internal-dicts.md
index dbc12a576f7..252bac5f5e8 100644
--- a/docs/en/sql-reference/dictionaries/internal-dicts.md
+++ b/docs/en/sql-reference/dictionaries/internal-dicts.md
@@ -1,10 +1,10 @@
 ---
 slug: /en/sql-reference/dictionaries/internal-dicts
 sidebar_position: 39
-sidebar_label: Internal Dictionaries
+sidebar_label: Embedded Dictionaries
 ---
 
-# Internal Dictionaries
+# Embedded Dictionaries
 
 ClickHouse contains a built-in feature for working with a geobase.
 
diff --git a/docs/en/sql-reference/statements/create/dictionary.md b/docs/en/sql-reference/statements/create/dictionary.md
index b24ff480c2d..cb07f627018 100644
--- a/docs/en/sql-reference/statements/create/dictionary.md
+++ b/docs/en/sql-reference/statements/create/dictionary.md
@@ -5,9 +5,9 @@ sidebar_label: DICTIONARY
 title: "CREATE DICTIONARY"
 ---
 
-Creates a new [external dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) with given [structure](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md), [source](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md), [layout](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) and [lifetime](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md).
+Creates a new [dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) with given [structure](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md), [source](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md), [layout](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) and [lifetime](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md).
 
-**Syntax**
+## Syntax
 
 ``` sql
 CREATE [OR REPLACE] DICTIONARY [IF NOT EXISTS] [db.]dictionary_name [ON CLUSTER cluster]
@@ -25,17 +25,25 @@ SETTINGS(setting_name = setting_value, setting_name = setting_value, ...)
 COMMENT 'Comment'
 ```
 
-External dictionary structure consists of attributes. Dictionary attributes are specified similarly to table columns. The only required attribute property is its type, all other properties may have default values.
+The dictionary structure consists of attributes. Dictionary attributes are specified similarly to table columns. The only required attribute property is its type, all other properties may have default values.
 
 `ON CLUSTER` clause allows creating dictionary on a cluster, see [Distributed DDL](../../../sql-reference/distributed-ddl.md).
 
 Depending on dictionary [layout](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) one or more attributes can be specified as dictionary keys.
 
-For more information, see [External Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) section.
+### SOURCE
+
+The source for a dictionary can be a:
+- table in the current ClickHouse service
+- table in a remote ClickHouse service
+- file available by HTTP(S)
+- another database
+
 
 You can add a comment to the dictionary when you creating it using `COMMENT` clause.
 
-**Example**
+#### Create a dictionary from a table in the current ClickHouse service
+
 
 Input table `source_table`:
 
@@ -49,27 +57,26 @@ Input table `source_table`:
 Creating the dictionary:
 
 ``` sql
-CREATE DICTIONARY dictionary_with_comment
+CREATE DICTIONARY id_value_dictionary
 (
     id UInt64,
     value String
 )
 PRIMARY KEY id
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'source_table'))
+SOURCE(CLICKHOUSE(TABLE 'source_table'))
 LAYOUT(FLAT())
 LIFETIME(MIN 0 MAX 1000)
-COMMENT 'The temporary dictionary';
 ```
 
 Output the dictionary:
 
 ``` sql
-SHOW CREATE DICTIONARY dictionary_with_comment;
+SHOW CREATE DICTIONARY id_value_dictionary;
 ```
 
 ```text
 ┌─statement───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ CREATE DICTIONARY default.dictionary_with_comment
+│ CREATE DICTIONARY default.id_value_dictionary
 (
     `id` UInt64,
     `value` String
@@ -77,10 +84,41 @@ SHOW CREATE DICTIONARY dictionary_with_comment;
 PRIMARY KEY id
 SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'source_table'))
 LIFETIME(MIN 0 MAX 1000)
-LAYOUT(FLAT())
-COMMENT 'The temporary dictionary' │
+LAYOUT(FLAT()) |
 └─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
 ```
+#### Create a dictionary from a table in a remote ClickHouse service                                                                                                                                  
+Creating the dictionary:
+
+``` sql
+CREATE DICTIONARY id_value_dictionary
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'HOSTNAME' PORT '8443' TABLE 'source_table'))
+LAYOUT(FLAT())
+LIFETIME(MIN 0 MAX 1000)
+```
+#### Create a dictionary from a file available by HTTP(S)                                                                                                                                             
+```sql
+statement: CREATE DICTIONARY default.taxi_zone_dictionary
+(
+    `LocationID` UInt16 DEFAULT 0,
+    `Borough` String,
+    `Zone` String,
+    `service_zone` String
+)
+PRIMARY KEY LocationID
+SOURCE(HTTP(URL 'https://datasets-documentation.s3.eu-west-3.amazonaws.com/nyc-taxi/taxi_zone_lookup.csv' FORMAT 'CSVWithNames'))
+LIFETIME(MIN 0 MAX 0)
+LAYOUT(HASHED())
+```
+
+#### Create a dictionary from another database
+
+
 
 Output the comment to dictionary:
 
@@ -96,4 +134,5 @@ SELECT comment FROM system.dictionaries WHERE name == 'dictionary_with_comment'
 
 **See Also**
 
--   [system.dictionaries](../../../operations/system-tables/dictionaries.md) — This table contains information about [external dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
+- For more information, see the [Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) section.
+- [system.dictionaries](../../../operations/system-tables/dictionaries.md) — This table contains information about [dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).

From 3dd5df46159057dfbaf36bd9b29ebc22e05b2680 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Wed, 2 Nov 2022 16:58:07 -0400
Subject: [PATCH 036/211] update examples

---
 .../external-dicts-dict-sources.md            | 19 ++++---
 .../statements/create/dictionary.md           | 53 +++++++++----------
 2 files changed, 36 insertions(+), 36 deletions(-)

diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index b13295a84e7..8218c066530 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -6,6 +6,11 @@ sidebar_label: Dictionary Sources
 
 # Dictionary Sources
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 A dictionary can be connected to ClickHouse from many different sources.
 
 If the dictionary is configured using an xml-file, the configuration looks like this:
@@ -65,13 +70,13 @@ Types of sources (`source_type`):
 -   [Executable Pool](#dicts-external_dicts_dict_sources-executable_pool)
 -   [HTTP(s)](#dicts-external_dicts_dict_sources-http)
 -   DBMS
-    -   [ODBC](#dicts-external_dicts_dict_sources-odbc)
-    -   [MySQL](#dicts-external_dicts_dict_sources-mysql)
-    -   [ClickHouse](#dicts-external_dicts_dict_sources-clickhouse)
-    -   [MongoDB](#dicts-external_dicts_dict_sources-mongodb)
-    -   [Redis](#dicts-external_dicts_dict_sources-redis)
-    -   [Cassandra](#dicts-external_dicts_dict_sources-cassandra)
-    -   [PostgreSQL](#dicts-external_dicts_dict_sources-postgresql)
+    -   [ODBC](#odbc)
+    -   [MySQL](#mysql)
+    -   [ClickHouse](#clickhouse)
+    -   [MongoDB](#mongodb)
+    -   [Redis](#redis)
+    -   [Cassandra](#cassandra)
+    -   [PostgreSQL](#postgresql)
 
 ## Local File
 
diff --git a/docs/en/sql-reference/statements/create/dictionary.md b/docs/en/sql-reference/statements/create/dictionary.md
index cb07f627018..37051f8031a 100644
--- a/docs/en/sql-reference/statements/create/dictionary.md
+++ b/docs/en/sql-reference/statements/create/dictionary.md
@@ -31,7 +31,7 @@ The dictionary structure consists of attributes. Dictionary attributes are speci
 
 Depending on dictionary [layout](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) one or more attributes can be specified as dictionary keys.
 
-### SOURCE
+## SOURCE
 
 The source for a dictionary can be a:
 - table in the current ClickHouse service
@@ -39,11 +39,7 @@ The source for a dictionary can be a:
 - file available by HTTP(S)
 - another database
 
-
-You can add a comment to the dictionary when you creating it using `COMMENT` clause.
-
-#### Create a dictionary from a table in the current ClickHouse service
-
+### Create a dictionary from a table in the current ClickHouse service
 
 Input table `source_table`:
 
@@ -74,20 +70,29 @@ Output the dictionary:
 SHOW CREATE DICTIONARY id_value_dictionary;
 ```
 
-```text
-┌─statement───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ CREATE DICTIONARY default.id_value_dictionary
+```response
+CREATE DICTIONARY default.id_value_dictionary
 (
     `id` UInt64,
     `value` String
 )
 PRIMARY KEY id
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'source_table'))
+SOURCE(CLICKHOUSE(TABLE 'source_table'))
 LIFETIME(MIN 0 MAX 1000)
-LAYOUT(FLAT()) |
-└─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+LAYOUT(FLAT())
 ```
-#### Create a dictionary from a table in a remote ClickHouse service                                                                                                                                  
+
+### Create a dictionary from a table in a remote ClickHouse service
+
+Input table (in the remote ClickHouse service) `source_table`:
+
+``` text
+┌─id─┬─value──┐
+│  1 │ First  │
+│  2 │ Second │
+└────┴────────┘
+```
+
 Creating the dictionary:
 
 ``` sql
@@ -97,11 +102,13 @@ CREATE DICTIONARY id_value_dictionary
     value String
 )
 PRIMARY KEY id
-SOURCE(CLICKHOUSE(HOST 'HOSTNAME' PORT '8443' TABLE 'source_table'))
+SOURCE(CLICKHOUSE(HOST 'HOSTNAME' PORT 9000 USER 'default' PASSWORD 'PASSWORD' TABLE 'source_table' DB 'default'))
 LAYOUT(FLAT())
 LIFETIME(MIN 0 MAX 1000)
 ```
-#### Create a dictionary from a file available by HTTP(S)                                                                                                                                             
+
+### Create a dictionary from a file available by HTTP(S)
+
 ```sql
 statement: CREATE DICTIONARY default.taxi_zone_dictionary
 (
@@ -116,21 +123,9 @@ LIFETIME(MIN 0 MAX 0)
 LAYOUT(HASHED())
 ```
 
-#### Create a dictionary from another database
+### Create a dictionary from another database
 
-
-
-Output the comment to dictionary:
-
-``` sql
-SELECT comment FROM system.dictionaries WHERE name == 'dictionary_with_comment' AND database == currentDatabase();
-```
-
-```text
-┌─comment──────────────────┐
-│ The temporary dictionary │
-└──────────────────────────┘
-```
+Please see the details in [Dictionary sources](/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md/#dbms).
 
 **See Also**
 

From df4868587b4002b33fa22c053438865fe8bac775 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Wed, 2 Nov 2022 17:40:55 -0400
Subject: [PATCH 037/211] add note to use DDL

---
 .../external-dictionaries/external-dicts-dict-layout.md      | 5 +++++
 .../external-dictionaries/external-dicts-dict-lifetime.md    | 5 +++++
 .../external-dictionaries/external-dicts-dict-polygon.md     | 5 +++++
 .../external-dictionaries/external-dicts-dict-structure.md   | 5 +++++
 .../external-dictionaries/external-dicts-dict.md             | 5 +++++
 .../dictionaries/external-dictionaries/external-dicts.md     | 5 +++++
 6 files changed, 30 insertions(+)

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 02a4ad57a3b..19884e7676d 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
@@ -24,6 +24,11 @@ ClickHouse generates an exception for errors with dictionaries. Examples of erro
 
 You can view the list of external dictionaries and their statuses in the [system.dictionaries](../../../operations/system-tables/dictionaries.md) table.
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 The configuration looks like this:
 
 ``` xml
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
index 6e4c8c4b94e..f0d6cb64a0b 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
@@ -12,6 +12,11 @@ Dictionary updates (other than loading for first use) do not block queries. Duri
 
 Example of settings:
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 ``` xml
 <dictionary>
     ...
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
index e5ee48c9166..2124f816883 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
@@ -10,6 +10,11 @@ For example: defining a city area by geographical coordinates.
 
 Example of a polygon dictionary configuration:
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 ``` xml
 <dictionary>
     <structure>
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index 40664e0ced3..20056c6ac9c 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -6,6 +6,11 @@ sidebar_label: Dictionary Key and Fields
 
 # Dictionary Key and Fields
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 The `structure` clause describes the dictionary key and fields available for queries.
 
 XML description:
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index 90e447385f8..f95a3593ae4 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -6,6 +6,11 @@ sidebar_label: Configuring a Dictionary
 
 # Configuring a Dictionary
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 If dictionary is configured using xml file, than dictionary configuration has the following structure:
 
 ``` xml
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 1d97a12f452..19bb7474d40 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -6,6 +6,11 @@ sidebar_label: General Description
 
 # Dictionaries 
 
+:::tip
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
+
 You can add your own dictionaries from various data sources. The source for a dictionary can be a ClickHouse table, a DDL query, a local text or executable file, an HTTP(s) resource, or another DBMS. For more information, see “[Dictionary Sources](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)”.
 
 ClickHouse:

From 7271d4d122e01249e6995011c51421285d3ab8d0 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Wed, 2 Nov 2022 17:52:35 -0400
Subject: [PATCH 038/211] add note to embedded dict

---
 docs/en/sql-reference/dictionaries/internal-dicts.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/en/sql-reference/dictionaries/internal-dicts.md b/docs/en/sql-reference/dictionaries/internal-dicts.md
index 252bac5f5e8..f26c60880a4 100644
--- a/docs/en/sql-reference/dictionaries/internal-dicts.md
+++ b/docs/en/sql-reference/dictionaries/internal-dicts.md
@@ -3,9 +3,12 @@ slug: /en/sql-reference/dictionaries/internal-dicts
 sidebar_position: 39
 sidebar_label: Embedded Dictionaries
 ---
+import SelfManaged from '@site/docs/en/_snippets/_self_managed_only_no_roadmap.md';
 
 # Embedded Dictionaries
 
+<SelfManaged />
+
 ClickHouse contains a built-in feature for working with a geobase.
 
 This allows you to:

From 5fa0968bd5f07808df5942b27b54019d9a8143ff Mon Sep 17 00:00:00 2001
From: taiyang-li <654010905@qq.com>
Date: Thu, 3 Nov 2022 15:05:23 +0800
Subject: [PATCH 039/211] reset to original solution

---
 .../functions/splitting-merging-functions.md  |  2 +-
 src/Functions/FunctionsStringArray.h          | 99 +++++++++----------
 src/Functions/URL/URLHierarchy.cpp            |  4 +-
 src/Functions/URL/URLPathHierarchy.cpp        |  4 +-
 .../URL/extractURLParameterNames.cpp          |  4 +-
 src/Functions/URL/extractURLParameters.cpp    |  4 +-
 .../01866_split_by_regexp.reference           |  3 +
 .../0_stateless/01866_split_by_regexp.sql     | 13 ++-
 8 files changed, 69 insertions(+), 64 deletions(-)

diff --git a/docs/en/sql-reference/functions/splitting-merging-functions.md b/docs/en/sql-reference/functions/splitting-merging-functions.md
index 70a1f10083b..1bf5839bf9f 100644
--- a/docs/en/sql-reference/functions/splitting-merging-functions.md
+++ b/docs/en/sql-reference/functions/splitting-merging-functions.md
@@ -8,7 +8,7 @@ sidebar_label: Splitting and Merging Strings and Arrays
 
 ## splitByChar(separator, s)
 
-Splits a string into substrings separated by a specified character. It uses a constant string `separator` which consisting of exactly one character.
+Splits a string into substrings separated by a specified character. It uses a constant string `separator` which consists of exactly one character.
 Returns an array of selected substrings. Empty substrings may be selected if the separator occurs at the beginning or end of the string, or if there are multiple consecutive separators.
 
 **Syntax**
diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index 42334b68251..db62e108a2f 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -70,9 +70,9 @@ public:
     static constexpr auto name = "alphaTokens";
     static String getName() { return name; }
 
-    static bool isVariadic() { return false; }
+    static bool isVariadic() { return true; }
 
-    static size_t getNumberOfArguments() { return 1; }
+    static size_t getNumberOfArguments() { return 0; }
 
     /// Check the type of the function's arguments.
     static void checkArguments(const DataTypes & arguments)
@@ -98,10 +98,10 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
-        return {};
+        return 1;
     }
 
     /// Get the next token, if any, or return false.
@@ -136,8 +136,8 @@ public:
     static constexpr auto name = "splitByNonAlpha";
     static String getName() { return name; }
 
-    static bool isVariadic() { return false; }
-    static size_t getNumberOfArguments() { return 1; }
+    static bool isVariadic() { return true; }
+    static size_t getNumberOfArguments() { return 0; }
 
     /// Check the type of the function's arguments.
     static void checkArguments(const DataTypes & arguments)
@@ -163,10 +163,10 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
-        return {};
+        return 1;
     }
 
     /// Get the next token, if any, or return false.
@@ -201,8 +201,8 @@ public:
     static constexpr auto name = "splitByWhitespace";
     static String getName() { return name; }
 
-    static bool isVariadic() { return false; }
-    static size_t getNumberOfArguments() { return 1; }
+    static bool isVariadic() { return true; }
+    static size_t getNumberOfArguments() { return 0; }
 
     /// Check the type of the function's arguments.
     static void checkArguments(const DataTypes & arguments)
@@ -228,10 +228,10 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
-        return {};
+        return 1;
     }
 
     /// Get the next token, if any, or return false.
@@ -308,8 +308,8 @@ public:
         return 1;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
         return 2;
     }
@@ -318,7 +318,6 @@ public:
     {
         pos = pos_;
         end = end_;
-        curr_split = 0;
     }
 
     bool get(Pos & token_begin, Pos & token_end)
@@ -353,8 +352,8 @@ private:
 public:
     static constexpr auto name = "splitByString";
     static String getName() { return name; }
-    static bool isVariadic() { return false; }
-    static size_t getNumberOfArguments() { return 2; }
+    static bool isVariadic() { return true; }
+    static size_t getNumberOfArguments() { return 0; }
 
     static void checkArguments(const DataTypes & arguments)
     {
@@ -379,10 +378,10 @@ public:
         return 1;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
-        return {};
+        return 2;
     }
 
     /// Called for each next string.
@@ -468,8 +467,8 @@ public:
         return 1;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
         return 2;
     }
@@ -559,10 +558,10 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
-        return {};
+        return std::nullopt;
     }
 
     /// Called for each next string.
@@ -622,15 +621,15 @@ public:
     {
         Generator::checkArguments(arguments);
 
-        const auto max_split_pos = Generator::getMaxSplitArgumentPosition();
-        if (max_split_pos)
-            if (arguments.size() > *max_split_pos && !isNativeInteger(arguments[*max_split_pos]))
+        const auto max_substrings_pos = Generator::getMaxSubstringsArgumentPosition();
+        if (max_substrings_pos)
+            if (arguments.size() > *max_substrings_pos && !isNativeInteger(arguments[*max_substrings_pos]))
                 throw Exception(
                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
                     "{}-th argument for function '{}' must be integer, got '{}' instead",
-                    *max_split_pos + 1,
+                    *max_substrings_pos + 1,
                     getName(),
-                    arguments[*max_split_pos]->getName());
+                    arguments[*max_substrings_pos]->getName());
 
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>());
     }
@@ -642,8 +641,8 @@ public:
         const auto & array_argument = arguments[generator.getStringsArgumentPosition()];
 
         /// Whether we need to limit max tokens returned by Generator::get
-        /// If max_split is std::nullopt, no limit is applied.
-        auto max_split = getMaxSplit(arguments);
+        /// If max_substrings is std::nullopt, no limit is applied.
+        auto max_substrings = getMaxSubstrings(arguments);
 
         const ColumnString * col_str = checkAndGetColumn<ColumnString>(array_argument.column.get());
         const ColumnConst * col_const_str =
@@ -679,7 +678,7 @@ public:
 
                 generator.set(pos, end);
                 size_t j = 0;
-                while (generator.get(token_begin, token_end) && !(max_split && j >= *max_split))
+                while (generator.get(token_begin, token_end) && !(max_substrings && j >= *max_substrings))
                 {
                     size_t token_size = token_end - token_begin;
 
@@ -707,7 +706,7 @@ public:
             Pos token_begin = nullptr;
             Pos token_end = nullptr;
 
-            while (generator.get(token_begin, token_end) && !(max_split && dst.size() >= *max_split))
+            while (generator.get(token_begin, token_end) && !(max_substrings && dst.size() >= *max_substrings))
                 dst.push_back(String(token_begin, token_end - token_begin));
 
             return result_type->createColumnConst(col_const_str->size(), dst);
@@ -721,7 +720,7 @@ public:
 
 private:
     template <typename DataType>
-    std::optional<Int64> getMaxSplitImpl(const ColumnWithTypeAndName & argument) const
+    std::optional<Int64> getMaxSubstringsImpl(const ColumnWithTypeAndName & argument) const
     {
         const auto * col = checkAndGetColumnConst<ColumnVector<DataType>>(argument.column.get());
         if (!col)
@@ -731,20 +730,20 @@ private:
         return static_cast<Int64>(value);
     }
 
-    std::optional<size_t> getMaxSplit(const ColumnsWithTypeAndName & arguments) const
+    std::optional<size_t> getMaxSubstrings(const ColumnsWithTypeAndName & arguments) const
     {
-        const auto pos = Generator::getMaxSplitArgumentPosition();
+        const auto pos = Generator::getMaxSubstringsArgumentPosition();
         if (!pos)
             return {};
 
         if (arguments.size() <= *pos)
             return {};
 
-        std::optional<Int64> max_split;
-        if (!((max_split = getMaxSplitImpl<UInt8>(arguments[2])) || (max_split = getMaxSplitImpl<Int8>(arguments[2]))
-              || (max_split = getMaxSplitImpl<UInt16>(arguments[2])) || (max_split = getMaxSplitImpl<Int16>(arguments[2]))
-              || (max_split = getMaxSplitImpl<UInt32>(arguments[2])) || (max_split = getMaxSplitImpl<Int32>(arguments[2]))
-              || (max_split = getMaxSplitImpl<UInt64>(arguments[2])) || (max_split = getMaxSplitImpl<Int64>(arguments[2]))))
+        std::optional<Int64> max_substrings;
+        if (!((max_substrings = getMaxSubstringsImpl<UInt8>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int8>(arguments[2]))
+              || (max_substrings = getMaxSubstringsImpl<UInt16>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int16>(arguments[2]))
+              || (max_substrings = getMaxSubstringsImpl<UInt32>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int32>(arguments[2]))
+              || (max_substrings = getMaxSubstringsImpl<UInt64>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int64>(arguments[2]))))
             throw Exception(
                 ErrorCodes::ILLEGAL_COLUMN,
                 "Illegal column {}, which is {}-th argument of function {}",
@@ -752,12 +751,12 @@ private:
                 *pos + 1,
                 getName());
 
-        /// If max_split is negative or zero, tokenize will be applied as many times as possible, which is equivalent to
-        /// no max_split argument in function
-        if (max_split && *max_split <= 0)
+        /// If max_substrings is negative or zero, tokenize will be applied as many times as possible, which is equivalent to
+        /// no max_substrings argument in function
+        if (max_substrings && *max_substrings <= 0)
             return {};
-        
-        return *max_split;
+
+        return *max_substrings;
     }
 };
 
diff --git a/src/Functions/URL/URLHierarchy.cpp b/src/Functions/URL/URLHierarchy.cpp
index f8b7cbb3858..80c775ea32d 100644
--- a/src/Functions/URL/URLHierarchy.cpp
+++ b/src/Functions/URL/URLHierarchy.cpp
@@ -38,8 +38,8 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
         return std::nullopt;
     }
diff --git a/src/Functions/URL/URLPathHierarchy.cpp b/src/Functions/URL/URLPathHierarchy.cpp
index 9af592b8db7..b8795e91244 100644
--- a/src/Functions/URL/URLPathHierarchy.cpp
+++ b/src/Functions/URL/URLPathHierarchy.cpp
@@ -37,8 +37,8 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
         return std::nullopt;
     }
diff --git a/src/Functions/URL/extractURLParameterNames.cpp b/src/Functions/URL/extractURLParameterNames.cpp
index 2cb6af7ae12..aaedc6eaac1 100644
--- a/src/Functions/URL/extractURLParameterNames.cpp
+++ b/src/Functions/URL/extractURLParameterNames.cpp
@@ -35,8 +35,8 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
         return std::nullopt;
     }
diff --git a/src/Functions/URL/extractURLParameters.cpp b/src/Functions/URL/extractURLParameters.cpp
index f7a2fd10b77..f83b11c6cc7 100644
--- a/src/Functions/URL/extractURLParameters.cpp
+++ b/src/Functions/URL/extractURLParameters.cpp
@@ -37,8 +37,8 @@ public:
         return 0;
     }
 
-    /// Returns the position of the possible max_split argument. std::nullopt means max_split argument is disabled in current function.
-    static std::optional<size_t> getMaxSplitArgumentPosition()
+    /// Returns the position of the possible max_substrings argument. std::nullopt means max_substrings argument is disabled in current function.
+    static std::optional<size_t> getMaxSubstringsArgumentPosition()
     {
         return std::nullopt;
     }
diff --git a/tests/queries/0_stateless/01866_split_by_regexp.reference b/tests/queries/0_stateless/01866_split_by_regexp.reference
index 1b873bf5621..ce33c1dd63a 100644
--- a/tests/queries/0_stateless/01866_split_by_regexp.reference
+++ b/tests/queries/0_stateless/01866_split_by_regexp.reference
@@ -10,3 +10,6 @@
 ['one','two','three','']
 ['one']
 ['one','two']
+['one','two','three']
+['one','two','three','']
+['one','two','three','']
diff --git a/tests/queries/0_stateless/01866_split_by_regexp.sql b/tests/queries/0_stateless/01866_split_by_regexp.sql
index c6d4b12380e..8553c962038 100644
--- a/tests/queries/0_stateless/01866_split_by_regexp.sql
+++ b/tests/queries/0_stateless/01866_split_by_regexp.sql
@@ -4,8 +4,11 @@ select splitByRegexp('<[^<>]*>', x) from (select arrayJoin(['<h1>hello<h2>world<
 select splitByRegexp('ab', '');
 select splitByRegexp('', '');
 
-SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC');
-SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', 0);
-SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', -1);
-SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', 1);
-SELECT splitByRegexp('[ABC]', 'oneAtwoBthreeC', 2);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC');
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', -1);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 0);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 1);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 2);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 3);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 4);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 5);
\ No newline at end of file

From a51a1b439418b95aa61d745bdc77493457e68d0d Mon Sep 17 00:00:00 2001
From: taiyang-li <654010905@qq.com>
Date: Thu, 3 Nov 2022 15:06:58 +0800
Subject: [PATCH 040/211] rename  alphaTokens to SplitByAlphaImpl

---
 src/Functions/FunctionsStringArray.cpp | 2 +-
 src/Functions/FunctionsStringArray.h   | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/Functions/FunctionsStringArray.cpp b/src/Functions/FunctionsStringArray.cpp
index 660de15973f..fce87ed9cb3 100644
--- a/src/Functions/FunctionsStringArray.cpp
+++ b/src/Functions/FunctionsStringArray.cpp
@@ -30,7 +30,7 @@ DataTypePtr FunctionArrayStringConcat::getReturnTypeImpl(const DataTypes & argum
 REGISTER_FUNCTION(StringArray)
 {
     factory.registerFunction<FunctionExtractAll>();
-    factory.registerFunction<FunctionAlphaTokens>();
+    factory.registerFunction<FunctionSplitByAlpha>();
     factory.registerFunction<FunctionSplitByNonAlpha>();
     factory.registerFunction<FunctionSplitByWhitespace>();
     factory.registerFunction<FunctionSplitByChar>();
diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index db62e108a2f..f1805a76586 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -59,7 +59,7 @@ using Pos = const char *;
 
 /// Substring generators. All of them have a common interface.
 
-class AlphaTokensImpl
+class SplitByAlphaImpl
 {
 private:
     Pos pos;
@@ -929,7 +929,7 @@ public:
 };
 
 
-using FunctionAlphaTokens = FunctionTokens<AlphaTokensImpl>;
+using FunctionSplitByAlpha = FunctionTokens<SplitByAlphaImpl>;
 using FunctionSplitByNonAlpha = FunctionTokens<SplitByNonAlphaImpl>;
 using FunctionSplitByWhitespace = FunctionTokens<SplitByWhitespaceImpl>;
 using FunctionSplitByChar = FunctionTokens<SplitByCharImpl>;

From 0df7e958455b76f763a8225c5831a222d530a2d2 Mon Sep 17 00:00:00 2001
From: taiyang-li <654010905@qq.com>
Date: Thu, 3 Nov 2022 16:12:19 +0800
Subject: [PATCH 041/211] improve doc and uts

---
 .../functions/splitting-merging-functions.md  | 49 +++++++++++----
 src/Functions/FunctionsStringArray.cpp        |  2 +
 src/Functions/FunctionsStringArray.h          | 43 +++++++-------
 .../01866_split_by_regexp.reference           |  8 ---
 .../0_stateless/01866_split_by_regexp.sql     |  9 ---
 .../0_stateless/02185_split_by_char.reference |  9 ---
 .../0_stateless/02185_split_by_char.sql       | 11 ----
 .../02475_split_with_max_substrings.reference | 44 ++++++++++++++
 .../02475_split_with_max_substrings.sql       | 59 +++++++++++++++++++
 9 files changed, 164 insertions(+), 70 deletions(-)
 create mode 100644 tests/queries/0_stateless/02475_split_with_max_substrings.reference
 create mode 100644 tests/queries/0_stateless/02475_split_with_max_substrings.sql

diff --git a/docs/en/sql-reference/functions/splitting-merging-functions.md b/docs/en/sql-reference/functions/splitting-merging-functions.md
index 1bf5839bf9f..7cad6b2fbbf 100644
--- a/docs/en/sql-reference/functions/splitting-merging-functions.md
+++ b/docs/en/sql-reference/functions/splitting-merging-functions.md
@@ -6,7 +6,7 @@ sidebar_label: Splitting and Merging Strings and Arrays
 
 # Functions for Splitting and Merging Strings and Arrays
 
-## splitByChar(separator, s)
+## splitByChar(separator, s[, max_substrings])
 
 Splits a string into substrings separated by a specified character. It uses a constant string `separator` which consists of exactly one character.
 Returns an array of selected substrings. Empty substrings may be selected if the separator occurs at the beginning or end of the string, or if there are multiple consecutive separators.
@@ -14,13 +14,14 @@ Returns an array of selected substrings. Empty substrings may be selected if the
 **Syntax**
 
 ``` sql
-splitByChar(separator, s)
+splitByChar(separator, s[, max_substrings]))
 ```
 
 **Arguments**
 
 -   `separator` — The separator which should contain exactly one character. [String](../../sql-reference/data-types/string.md).
 -   `s` — The string to split. [String](../../sql-reference/data-types/string.md).
+-   `max_substrings` — An optional `Int64` defaulting to 0. When `max_substrings` > 0, the returned substrings will be no more than `max_substrings`, otherwise the function will return as many substrings as possible.
 
 **Returned value(s)**
 
@@ -44,20 +45,22 @@ SELECT splitByChar(',', '1,2,3,abcde');
 └─────────────────────────────────┘
 ```
 
-## splitByString(separator, s)
+## splitByString(separator, s[, max_substrings])
 
 Splits a string into substrings separated by a string. It uses a constant string `separator` of multiple characters as the separator. If the string `separator` is empty, it will split the string `s` into an array of single characters.
 
 **Syntax**
 
 ``` sql
-splitByString(separator, s)
+splitByString(separator, s[, max_substrings]))
 ```
 
 **Arguments**
 
 -   `separator` — The separator. [String](../../sql-reference/data-types/string.md).
 -   `s` — The string to split. [String](../../sql-reference/data-types/string.md).
+-   `max_substrings` — An optional `Int64` defaulting to 0. When `max_substrings` > 0, the returned substrings will be no more than `max_substrings`, otherwise the function will return as many substrings as possible.
+
 
 **Returned value(s)**
 
@@ -91,20 +94,22 @@ SELECT splitByString('', 'abcde');
 └────────────────────────────┘
 ```
 
-## splitByRegexp(regexp, s)
+## splitByRegexp(regexp, s[, max_substrings])
 
 Splits a string into substrings separated by a regular expression. It uses a regular expression string `regexp` as the separator. If the `regexp` is empty, it will split the string `s` into an array of single characters. If no match is found for this regular expression, the string `s` won't be split.
 
 **Syntax**
 
 ``` sql
-splitByRegexp(regexp, s)
+splitByRegexp(regexp, s[, max_substrings]))
 ```
 
 **Arguments**
 
 -   `regexp` — Regular expression. Constant. [String](../data-types/string.md) or [FixedString](../data-types/fixedstring.md).
 -   `s` — The string to split. [String](../../sql-reference/data-types/string.md).
+-   `max_substrings` — An optional `Int64` defaulting to 0. When `max_substrings` > 0, the returned substrings will be no more than `max_substrings`, otherwise the function will return as many substrings as possible.
+
 
 **Returned value(s)**
 
@@ -146,7 +151,7 @@ Result:
 └────────────────────────────┘
 ```
 
-## splitByWhitespace(s)
+## splitByWhitespace(s[, max_substrings])
 
 Splits a string into substrings separated by whitespace characters. 
 Returns an array of selected substrings.
@@ -154,12 +159,14 @@ Returns an array of selected substrings.
 **Syntax**
 
 ``` sql
-splitByWhitespace(s)
+splitByWhitespace(s[, max_substrings]))
 ```
 
 **Arguments**
 
 -   `s` — The string to split. [String](../../sql-reference/data-types/string.md).
+-   `max_substrings` — An optional `Int64` defaulting to 0. When `max_substrings` > 0, the returned substrings will be no more than `max_substrings`, otherwise the function will return as many substrings as possible.
+
 
 **Returned value(s)**
 
@@ -179,7 +186,7 @@ SELECT splitByWhitespace('  1!  a,  b.  ');
 └─────────────────────────────────────┘
 ```
 
-## splitByNonAlpha(s)
+## splitByNonAlpha(s[, max_substrings])
 
 Splits a string into substrings separated by whitespace and punctuation characters. 
 Returns an array of selected substrings.
@@ -187,12 +194,14 @@ Returns an array of selected substrings.
 **Syntax**
 
 ``` sql
-splitByNonAlpha(s)
+splitByNonAlpha(s[, max_substrings]))
 ```
 
 **Arguments**
 
 -   `s` — The string to split. [String](../../sql-reference/data-types/string.md).
+-   `max_substrings` — An optional `Int64` defaulting to 0. When `max_substrings` > 0, the returned substrings will be no more than `max_substrings`, otherwise the function will return as many substrings as possible.
+
 
 **Returned value(s)**
 
@@ -217,10 +226,28 @@ SELECT splitByNonAlpha('  1!  a,  b.  ');
 Concatenates string representations of values listed in the array with the separator. `separator` is an optional parameter: a constant string, set to an empty string by default.
 Returns the string.
 
-## alphaTokens(s)
+## alphaTokens(s[, max_substrings]), splitByAlpha(s[, max_substrings])
 
 Selects substrings of consecutive bytes from the ranges a-z and A-Z.Returns an array of substrings.
 
+**Syntax**
+
+``` sql
+alphaTokens(s[, max_substrings]))
+splitByAlpha(s[, max_substrings])
+```
+
+**Arguments**
+
+-   `s` — The string to split. [String](../../sql-reference/data-types/string.md).
+-   `max_substrings` — An optional `Int64` defaulting to 0. When `max_substrings` > 0, the returned substrings will be no more than `max_substrings`, otherwise the function will return as many substrings as possible.
+
+**Returned value(s)**
+
+Returns an array of selected substrings.
+
+Type: [Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md)).
+
 **Example**
 
 ``` sql
diff --git a/src/Functions/FunctionsStringArray.cpp b/src/Functions/FunctionsStringArray.cpp
index fce87ed9cb3..06f58730e41 100644
--- a/src/Functions/FunctionsStringArray.cpp
+++ b/src/Functions/FunctionsStringArray.cpp
@@ -30,7 +30,9 @@ DataTypePtr FunctionArrayStringConcat::getReturnTypeImpl(const DataTypes & argum
 REGISTER_FUNCTION(StringArray)
 {
     factory.registerFunction<FunctionExtractAll>();
+
     factory.registerFunction<FunctionSplitByAlpha>();
+    factory.registerAlias("splitByAlpha", FunctionSplitByAlpha::name);
     factory.registerFunction<FunctionSplitByNonAlpha>();
     factory.registerFunction<FunctionSplitByWhitespace>();
     factory.registerFunction<FunctionSplitByChar>();
diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index f1805a76586..ef0d9ac2896 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -32,12 +32,12 @@ namespace ErrorCodes
 
 /** Functions that split strings into an array of strings or vice versa.
   *
-  * splitByChar(sep, s)
-  * splitByString(sep, s)
-  * splitByRegexp(regexp, s)
+  * splitByChar(sep, s[, max_substrings])
+  * splitByString(sep, s[, max_substrings])
+  * splitByRegexp(regexp, s[, max_substrings])
   *
-  * splitByWhitespace(s)      - split the string by whitespace characters
-  * splitByNonAlpha(s)        - split the string by whitespace and punctuation characters
+  * splitByWhitespace(s[, max_substrings])      - split the string by whitespace characters
+  * splitByNonAlpha(s[, max_substrings])        - split the string by whitespace and punctuation characters
   *
   * extractAll(s, regexp)     - select from the string the subsequences corresponding to the regexp.
   * - first subpattern, if regexp has subpattern;
@@ -48,7 +48,7 @@ namespace ErrorCodes
   * arrayStringConcat(arr, delimiter)
   * - join an array of strings into one string via a separator.
   *
-  * alphaTokens(s)            - select from the string subsequence `[a-zA-Z]+`.
+  * alphaTokens(s[, max_substrings])            - select from the string subsequence `[a-zA-Z]+`.
   *
   * URL functions are located separately.
   */
@@ -622,14 +622,13 @@ public:
         Generator::checkArguments(arguments);
 
         const auto max_substrings_pos = Generator::getMaxSubstringsArgumentPosition();
-        if (max_substrings_pos)
-            if (arguments.size() > *max_substrings_pos && !isNativeInteger(arguments[*max_substrings_pos]))
-                throw Exception(
-                    ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                    "{}-th argument for function '{}' must be integer, got '{}' instead",
-                    *max_substrings_pos + 1,
-                    getName(),
-                    arguments[*max_substrings_pos]->getName());
+        if (max_substrings_pos && *max_substrings_pos < arguments.size() && !isNativeInteger(arguments[*max_substrings_pos]))
+            throw Exception(
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "{}-th argument for function '{}' must be integer, got '{}' instead",
+                *max_substrings_pos + 1,
+                getName(),
+                arguments[*max_substrings_pos]->getName());
 
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>());
     }
@@ -734,16 +733,16 @@ private:
     {
         const auto pos = Generator::getMaxSubstringsArgumentPosition();
         if (!pos)
-            return {};
+            return std::nullopt;
 
-        if (arguments.size() <= *pos)
-            return {};
+        if (*pos >= arguments.size())
+            return std::nullopt;
 
         std::optional<Int64> max_substrings;
-        if (!((max_substrings = getMaxSubstringsImpl<UInt8>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int8>(arguments[2]))
-              || (max_substrings = getMaxSubstringsImpl<UInt16>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int16>(arguments[2]))
-              || (max_substrings = getMaxSubstringsImpl<UInt32>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int32>(arguments[2]))
-              || (max_substrings = getMaxSubstringsImpl<UInt64>(arguments[2])) || (max_substrings = getMaxSubstringsImpl<Int64>(arguments[2]))))
+        if (!((max_substrings = getMaxSubstringsImpl<UInt8>(arguments[*pos])) || (max_substrings = getMaxSubstringsImpl<Int8>(arguments[*pos]))
+              || (max_substrings = getMaxSubstringsImpl<UInt16>(arguments[*pos])) || (max_substrings = getMaxSubstringsImpl<Int16>(arguments[*pos]))
+              || (max_substrings = getMaxSubstringsImpl<UInt32>(arguments[*pos])) || (max_substrings = getMaxSubstringsImpl<Int32>(arguments[*pos]))
+              || (max_substrings = getMaxSubstringsImpl<UInt64>(arguments[*pos])) || (max_substrings = getMaxSubstringsImpl<Int64>(arguments[*pos]))))
             throw Exception(
                 ErrorCodes::ILLEGAL_COLUMN,
                 "Illegal column {}, which is {}-th argument of function {}",
@@ -754,7 +753,7 @@ private:
         /// If max_substrings is negative or zero, tokenize will be applied as many times as possible, which is equivalent to
         /// no max_substrings argument in function
         if (max_substrings && *max_substrings <= 0)
-            return {};
+            return std::nullopt;
 
         return *max_substrings;
     }
diff --git a/tests/queries/0_stateless/01866_split_by_regexp.reference b/tests/queries/0_stateless/01866_split_by_regexp.reference
index ce33c1dd63a..a3ae2f35a5f 100644
--- a/tests/queries/0_stateless/01866_split_by_regexp.reference
+++ b/tests/queries/0_stateless/01866_split_by_regexp.reference
@@ -5,11 +5,3 @@
 ['gbye','bug']
 ['']
 []
-['one','two','three','']
-['one','two','three','']
-['one','two','three','']
-['one']
-['one','two']
-['one','two','three']
-['one','two','three','']
-['one','two','three','']
diff --git a/tests/queries/0_stateless/01866_split_by_regexp.sql b/tests/queries/0_stateless/01866_split_by_regexp.sql
index 8553c962038..e472fb68d94 100644
--- a/tests/queries/0_stateless/01866_split_by_regexp.sql
+++ b/tests/queries/0_stateless/01866_split_by_regexp.sql
@@ -3,12 +3,3 @@ select splitByRegexp('', 'abcde');
 select splitByRegexp('<[^<>]*>', x) from (select arrayJoin(['<h1>hello<h2>world</h2></h1>', 'gbye<split>bug']) x);
 select splitByRegexp('ab', '');
 select splitByRegexp('', '');
-
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC');
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', -1);
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 0);
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 1);
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 2);
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 3);
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 4);
-select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 5);
\ No newline at end of file
diff --git a/tests/queries/0_stateless/02185_split_by_char.reference b/tests/queries/0_stateless/02185_split_by_char.reference
index d8dd65ed63d..e831ed938fe 100644
--- a/tests/queries/0_stateless/02185_split_by_char.reference
+++ b/tests/queries/0_stateless/02185_split_by_char.reference
@@ -1,10 +1 @@
 ['1','2','3']
-['1']
-['1','2']
-['1','2','3']
-['1','2','3']
-['1','2','3']
-['1','2','3']
-['1','2','3']
-['expr1']
-['expr2']
diff --git a/tests/queries/0_stateless/02185_split_by_char.sql b/tests/queries/0_stateless/02185_split_by_char.sql
index 6ab1fc19079..127e2f631e5 100644
--- a/tests/queries/0_stateless/02185_split_by_char.sql
+++ b/tests/queries/0_stateless/02185_split_by_char.sql
@@ -1,12 +1 @@
 select splitByChar(',', '1,2,3');
-select splitByChar(',', '1,2,3', 1);
-select splitByChar(',', '1,2,3', 2);
-select splitByChar(',', '1,2,3', 3);
-select splitByChar(',', '1,2,3', 4);
-select splitByChar(',', '1,2,3', 0);
-select splitByChar(',', '1,2,3', -1);
-select splitByChar(',', '1,2,3', -2);
-SELECT splitByChar('=', s, 1) FROM values('s String', 'expr1=1+1=2', 'expr2=2+2=4=1+3');
-
-select splitByChar(',', '1,2,3', ''); -- { serverError 43 }
-select splitByChar(',', '1,2,3', ''); -- { serverError 43 }
diff --git a/tests/queries/0_stateless/02475_split_with_max_substrings.reference b/tests/queries/0_stateless/02475_split_with_max_substrings.reference
new file mode 100644
index 00000000000..d55ef45a5e0
--- /dev/null
+++ b/tests/queries/0_stateless/02475_split_with_max_substrings.reference
@@ -0,0 +1,44 @@
+['1','2','3']
+['1','2','3']
+['1','2','3']
+['1']
+['1','2']
+['1','2','3']
+['1','2','3']
+['one','two','three','']
+['one','two','three','']
+['one','two','three','']
+['one']
+['one','two']
+['one','two','three']
+['one','two','three','']
+['one','two','three','']
+['abca','abc']
+['abca','abc']
+['abca','abc']
+['abca']
+['abca','abc']
+['abca','abc']
+['abca','abc']
+['1','a','b']
+['1','a','b']
+['1','a','b']
+['1']
+['1','a']
+['1','a','b']
+['1','a','b']
+['1!','a,','b.']
+['1!','a,','b.']
+['1!','a,','b.']
+['1!']
+['1!','a,']
+['1!','a,','b.']
+['1!','a,','b.']
+['1','2 3','4,5','abcde']
+['1','2 3','4,5','abcde']
+['1','2 3','4,5','abcde']
+['1']
+['1','2 3']
+['1','2 3','4,5']
+['1','2 3','4,5','abcde']
+['1','2 3','4,5','abcde']
diff --git a/tests/queries/0_stateless/02475_split_with_max_substrings.sql b/tests/queries/0_stateless/02475_split_with_max_substrings.sql
new file mode 100644
index 00000000000..c51133c604e
--- /dev/null
+++ b/tests/queries/0_stateless/02475_split_with_max_substrings.sql
@@ -0,0 +1,59 @@
+select splitByChar(',', '1,2,3');
+select splitByChar(',', '1,2,3', -1);
+select splitByChar(',', '1,2,3', 0);
+select splitByChar(',', '1,2,3', 1);
+select splitByChar(',', '1,2,3', 2);
+select splitByChar(',', '1,2,3', 3);
+select splitByChar(',', '1,2,3', 4);
+
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC');
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', -1);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 0);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 1);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 2);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 3);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 4);
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', 5);
+
+SELECT alphaTokens('abca1abc');
+SELECT alphaTokens('abca1abc', -1);
+SELECT alphaTokens('abca1abc', 0);
+SELECT alphaTokens('abca1abc', 1);
+SELECT alphaTokens('abca1abc', 2);
+SELECT alphaTokens('abca1abc', 3);
+
+SELECT splitByAlpha('abca1abc');
+
+SELECT splitByNonAlpha('  1!  a,  b.  ');
+SELECT splitByNonAlpha('  1!  a,  b.  ', -1);
+SELECT splitByNonAlpha('  1!  a,  b.  ',  0);
+SELECT splitByNonAlpha('  1!  a,  b.  ',  1);
+SELECT splitByNonAlpha('  1!  a,  b.  ',  2);
+SELECT splitByNonAlpha('  1!  a,  b.  ',  3);
+SELECT splitByNonAlpha('  1!  a,  b.  ',  4);
+
+SELECT splitByWhitespace('  1!  a,  b.  ');
+SELECT splitByWhitespace('  1!  a,  b.  ', -1);
+SELECT splitByWhitespace('  1!  a,  b.  ', 0);
+SELECT splitByWhitespace('  1!  a,  b.  ', 1);
+SELECT splitByWhitespace('  1!  a,  b.  ', 2);
+SELECT splitByWhitespace('  1!  a,  b.  ', 3);
+SELECT splitByWhitespace('  1!  a,  b.  ', 4);
+
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde');
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', -1);
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', 0);
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', 1);
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', 2);
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', 3);
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', 4);
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', 5);
+
+
+select splitByChar(',', '1,2,3', ''); -- { serverError 43 }
+select splitByRegexp('[ABC]', 'oneAtwoBthreeC', ''); -- { serverError 43 }
+SELECT alphaTokens('abca1abc', ''); -- { serverError 43 }
+SELECT splitByAlpha('abca1abc', ''); -- { serverError 43 }
+SELECT splitByNonAlpha('  1!  a,  b.  ',  ''); -- { serverError 43 }
+SELECT splitByWhitespace('  1!  a,  b.  ', ''); -- { serverError 43 }
+SELECT splitByString(', ', '1, 2 3, 4,5, abcde', ''); -- { serverError 43 }
\ No newline at end of file

From eeb9c57c5995d255610a71fe70aa3f79af97214e Mon Sep 17 00:00:00 2001
From: zzsmdfj <zzsmdfj@gmail.com>
Date: Thu, 3 Nov 2022 20:21:02 +0800
Subject: [PATCH 042/211] to fix issue 42856 and MaterializedMySQL improvement

---
 src/Core/MySQL/MySQLReplication.cpp                    |  7 +++++--
 src/Core/MySQL/MySQLReplication.h                      |  3 ++-
 src/DataTypes/convertMySQLDataType.cpp                 |  2 +-
 src/Parsers/MySQL/ASTAlterCommand.cpp                  |  8 +++++++-
 src/Parsers/MySQL/ASTDeclareColumn.cpp                 |  2 ++
 .../materialize_with_ddl.py                            | 10 ++++++++++
 6 files changed, 27 insertions(+), 5 deletions(-)

diff --git a/src/Core/MySQL/MySQLReplication.cpp b/src/Core/MySQL/MySQLReplication.cpp
index 6f3ac1b40e9..45437ea5843 100644
--- a/src/Core/MySQL/MySQLReplication.cpp
+++ b/src/Core/MySQL/MySQLReplication.cpp
@@ -116,9 +116,10 @@ namespace MySQLReplication
             if (!query.starts_with("XA COMMIT"))
                 transaction_complete = false;
         }
-        else if (query.starts_with("SAVEPOINT"))
+        else if (query.starts_with("SAVEPOINT") || query.starts_with("ROLLBACK")
+                 || query.starts_with("RELEASE SAVEPOINT"))
         {
-            throw ReplicationError("ParseQueryEvent: Unsupported query event:" + query, ErrorCodes::LOGICAL_ERROR);
+            typ = QUERY_EVENT_OTHER;
         }
     }
 
@@ -941,6 +942,8 @@ namespace MySQLReplication
                 {
                     case QUERY_EVENT_MULTI_TXN_FLAG:
                     case QUERY_EVENT_XA:
+                    /// Ignore queries that have no impact on the data 
+                    case QUERY_EVENT_OTHER:
                     {
                         event = std::make_shared<DryRunEvent>(std::move(query->header));
                         break;
diff --git a/src/Core/MySQL/MySQLReplication.h b/src/Core/MySQL/MySQLReplication.h
index 8900eee0102..d4bb3fb86f9 100644
--- a/src/Core/MySQL/MySQLReplication.h
+++ b/src/Core/MySQL/MySQLReplication.h
@@ -368,7 +368,8 @@ namespace MySQLReplication
     {
         QUERY_EVENT_DDL = 0,
         QUERY_EVENT_MULTI_TXN_FLAG = 1,
-        QUERY_EVENT_XA = 2
+        QUERY_EVENT_XA = 2,
+        QUERY_EVENT_OTHER = 3
     };
 
     class QueryEvent : public EventBase
diff --git a/src/DataTypes/convertMySQLDataType.cpp b/src/DataTypes/convertMySQLDataType.cpp
index 64633c6fd7b..307ff317204 100644
--- a/src/DataTypes/convertMySQLDataType.cpp
+++ b/src/DataTypes/convertMySQLDataType.cpp
@@ -55,7 +55,7 @@ DataTypePtr convertMySQLDataType(MultiEnum<MySQLDataTypesSupport> type_support,
         else
             res = std::make_shared<DataTypeInt16>();
     }
-    else if (type_name == "int" || type_name == "mediumint")
+    else if (type_name == "int" || type_name == "mediumint" || type_name == "integer")
     {
         if (is_unsigned)
             res = std::make_shared<DataTypeUInt32>();
diff --git a/src/Parsers/MySQL/ASTAlterCommand.cpp b/src/Parsers/MySQL/ASTAlterCommand.cpp
index b5b36ff3c74..10446d40172 100644
--- a/src/Parsers/MySQL/ASTAlterCommand.cpp
+++ b/src/Parsers/MySQL/ASTAlterCommand.cpp
@@ -267,7 +267,12 @@ static inline bool parseRenameCommand(IParser::Pos & pos, ASTPtr & node, Expecte
     }
     else
     {
-        return false;
+        if (!ParserCompoundIdentifier(true).parse(pos, new_name, expected))
+            return false;
+        auto new_table_id = new_name->as<ASTTableIdentifier>()->getTableId();
+        alter_command->type = ASTAlterCommand::RENAME_TABLE;
+        alter_command->new_table_name = new_table_id.table_name;
+        alter_command->new_database_name = new_table_id.database_name;
     }
 
     node = alter_command;
@@ -306,6 +311,7 @@ static inline bool parseOtherCommand(IParser::Pos & pos, ASTPtr & node, Expected
                 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("COMMENT", "", std::make_shared<ParserIdentifier>()),
                 OptionDescribe("LOCK", "lock", std::make_shared<ParserIdentifier>())
             }
         };
diff --git a/src/Parsers/MySQL/ASTDeclareColumn.cpp b/src/Parsers/MySQL/ASTDeclareColumn.cpp
index 89085ef989d..e585dcb670c 100644
--- a/src/Parsers/MySQL/ASTDeclareColumn.cpp
+++ b/src/Parsers/MySQL/ASTDeclareColumn.cpp
@@ -52,6 +52,7 @@ static inline bool parseColumnDeclareOptions(IParser::Pos & pos, ASTPtr & node,
             OptionDescribe("KEY", "primary_key", std::make_unique<ParserAlwaysTrue>()),
             OptionDescribe("COMMENT", "comment", std::make_unique<ParserStringLiteral>()),
             OptionDescribe("CHARACTER SET", "charset_name", std::make_unique<ParserCharsetOrCollateName>()),
+             OptionDescribe("CHARSET", "charset", 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>()),
@@ -59,6 +60,7 @@ static inline bool parseColumnDeclareOptions(IParser::Pos & pos, ASTPtr & node,
             OptionDescribe("GENERATED ALWAYS AS", "generated", std::make_unique<ParserExpression>()),
             OptionDescribe("STORED", "is_stored", std::make_unique<ParserAlwaysTrue>()),
             OptionDescribe("VIRTUAL", "is_stored", std::make_unique<ParserAlwaysFalse>()),
+            OptionDescribe("INVISIBLE", "", std::make_unique<ParserAlwaysTrue>()),
             OptionDescribe("", "reference", std::make_unique<ParserDeclareReference>()),
             OptionDescribe("", "constraint", std::make_unique<ParserDeclareConstraint>()),
         }
diff --git a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
index 22d4633685e..bfb6d2bc6dd 100644
--- a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
+++ b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
@@ -875,6 +875,16 @@ def alter_rename_table_with_materialized_mysql_database(
         "1\n2\n3\n4\n5\n",
     )
 
+    mysql_node.query("ALTER TABLE test_database_rename_table.test_table_4 RENAME test_database_rename_table.test_table_5")
+    mysql_node.query("ALTER TABLE test_database_rename_table.test_table_5 RENAME TO test_database_rename_table.test_table_6")
+    mysql_node.query("ALTER TABLE test_database_rename_table.test_table_6 RENAME AS test_database_rename_table.test_table_7")
+
+    check_query(
+        clickhouse_node,
+        "SELECT * FROM test_database_rename_table.test_table_7 ORDER BY id FORMAT TSV",
+        "1\n2\n3\n4\n5\n",
+    )
+
     clickhouse_node.query("DROP DATABASE test_database_rename_table")
     mysql_node.query("DROP DATABASE test_database_rename_table")
 

From 280e609744ac915cfbd583a668beee6a5fb2d371 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Thu, 3 Nov 2022 16:42:26 +0000
Subject: [PATCH 043/211] More fixes.

---
 ...reuseStorageOrderingForWindowFunctions.cpp | 25 ++++++++++
 .../QueryPlan/ReadFromMergeTree.cpp           |  6 +--
 src/Processors/QueryPlan/ReadFromMergeTree.h  |  1 +
 ...rder_by_read_in_order_query_plan.reference | 10 ++--
 ...0940_order_by_read_in_order_query_plan.sql | 10 ++--
 ..._input_stream_properties_explain.reference | 46 ++++++++++---------
 ...ting_by_input_stream_properties_explain.sh | 46 +++++++++----------
 7 files changed, 86 insertions(+), 58 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
index f4f5fa8b201..0ee4c353a3b 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
@@ -123,6 +123,15 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
                 {
                     //std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
                     fiexd_columns.insert(maybe_fixed_column);
+
+                    const ActionsDAG::Node * maybe_injective = maybe_fixed_column;
+                    while (maybe_injective->type == ActionsDAG::ActionType::FUNCTION
+                        && maybe_injective->children.size() == 1
+                        && maybe_injective->function_base->isInjective({}))
+                    {
+                        maybe_injective = maybe_injective->children.front();
+                        fiexd_columns.insert(maybe_injective);
+                    }
                 }
             }
         }
@@ -141,7 +150,19 @@ void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns &
 {
     IQueryPlanStep * step = node.step.get();
     if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
+    {
+        if (const auto * prewhere_info = reading->getPrewhereInfo())
+        {
+            if (prewhere_info->prewhere_actions)
+            {
+                //std::cerr << "====== Adding prewhere " << std::endl;
+                appendExpression(dag, prewhere_info->prewhere_actions);
+                if (const auto * filter_expression = dag->tryFindInOutputs(prewhere_info->prewhere_column_name))
+                    appendFixedColumnsFromFilterExpression(*filter_expression, fixed_columns);
+            }
+        }
         return;
+    }
 
     if (node.children.size() != 1)
         return;
@@ -684,6 +705,8 @@ InputOrderInfoPtr buildInputOrderInfo(
 
     if (auto * reading = typeid_cast<ReadFromMergeTree *>(reading_node->step.get()))
     {
+
+        //std::cerr << "---- optimizeReadInOrder found mt" << std::endl;
         auto order_info = buildInputOrderInfo(
             reading,
             fixed_columns,
@@ -721,6 +744,8 @@ void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes)
     if (!sorting)
         return;
 
+    //std::cerr << "---- optimizeReadInOrder found sorting" << std::endl;
+
     if (sorting->getType() != SortingStep::Type::Full)
         return;
 
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
index f158b80a37e..20a9ddaa763 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.cpp
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -67,7 +67,7 @@ static MergeTreeReaderSettings getMergeTreeReaderSettings(
     };
 }
 
-static const PrewhereInfoPtr & getPrewhereInfo(const SelectQueryInfo & query_info)
+static const PrewhereInfoPtr & getPrewhereInfoFromQueryInfo(const SelectQueryInfo & query_info)
 {
     return query_info.projection ? query_info.projection->prewhere_info
                                  : query_info.prewhere_info;
@@ -90,7 +90,7 @@ ReadFromMergeTree::ReadFromMergeTree(
     bool enable_parallel_reading)
     : ISourceStep(DataStream{.header = MergeTreeBaseSelectProcessor::transformHeader(
         storage_snapshot_->getSampleBlockForColumns(real_column_names_),
-        getPrewhereInfo(query_info_),
+        getPrewhereInfoFromQueryInfo(query_info_),
         data_.getPartitionValueType(),
         virt_column_names_)})
     , reader_settings(getMergeTreeReaderSettings(context_, query_info_))
@@ -99,7 +99,7 @@ ReadFromMergeTree::ReadFromMergeTree(
     , virt_column_names(std::move(virt_column_names_))
     , data(data_)
     , query_info(query_info_)
-    , prewhere_info(getPrewhereInfo(query_info))
+    , prewhere_info(getPrewhereInfoFromQueryInfo(query_info))
     , actions_settings(ExpressionActionsSettings::fromContext(context_))
     , storage_snapshot(std::move(storage_snapshot_))
     , metadata_for_reading(storage_snapshot->getMetadataForQuery())
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.h b/src/Processors/QueryPlan/ReadFromMergeTree.h
index 04dc61664db..808e849fe03 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.h
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.h
@@ -150,6 +150,7 @@ public:
     ContextPtr getContext() const { return context; }
     const SelectQueryInfo & getQueryInfo() const { return query_info; }
     StorageMetadataPtr getStorageMetadata() const { return metadata_for_reading; }
+    const PrewhereInfo * getPrewhereInfo() const { return prewhere_info.get(); }
 
     void requestReadingInOrder(size_t prefix_size, int direction, size_t limit);
 
diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
index 841b8e5b06a..f6a41f5dfff 100644
--- a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
@@ -108,16 +108,16 @@ select * from tab where (a + b) * c = 8 order by sin(a / b);
 select * from (explain plan actions = 1 select * from tab where (a + b) * c = 8 order by sin(a / b)) where explain ilike '%sort description%';
   Prefix sort description: sin(divide(a, b)) ASC
   Result sort description: sin(divide(a, b)) ASC
-select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0;
+select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c;
 1	1	1	1
 1	1	1	1
-select * from (explain plan actions = 1 select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+select * from (explain plan actions = 1 select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c) where explain ilike '%sort description%';
   Prefix sort description: multiply(plus(d, 1), 4) ASC, multiply(plus(a, b), c) ASC
   Result sort description: multiply(plus(d, 1), 4) ASC, multiply(plus(a, b), c) ASC
-select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0;
+select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b);
 2	2	2	2
 2	2	2	2
-select * from (explain plan actions = 1 select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+select * from (explain plan actions = 1 select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b)) where explain ilike '%sort description%';
   Prefix sort description: multiply(plus(d, 1), 4) ASC, sin(divide(a, b)) ASC
   Result sort description: multiply(plus(d, 1), 4) ASC, sin(divide(a, b)) ASC
 -- Wrong order with fixed point
@@ -210,6 +210,6 @@ select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay
   Prefix sort description: toStartOfDay(x) ASC
   Result sort description: toStartOfDay(x) ASC, intDiv(intDiv(y, -2), -3) ASC
 -- select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
-select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3) settings optimize_move_to_prewhere=0) where explain like '%sort description%';
+select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
   Prefix sort description: intDiv(intDiv(y, -2), -3) ASC
   Result sort description: intDiv(intDiv(y, -2), -3) ASC
diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
index 624bf26f0a6..977bc79dbeb 100644
--- a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
@@ -35,11 +35,11 @@ select * from (explain plan actions = 1 select * from tab order by sin(a / b), (
 select * from tab where (a + b) * c = 8 order by sin(a / b);
 select * from (explain plan actions = 1 select * from tab where (a + b) * c = 8 order by sin(a / b)) where explain ilike '%sort description%';
 
-select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0;
-select * from (explain plan actions = 1 select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c;
+select * from (explain plan actions = 1 select * from tab where d + 1 = 2 order by (d + 1) * 4, (a + b) * c) where explain ilike '%sort description%';
 
-select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0;
-select * from (explain plan actions = 1 select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b) settings optimize_move_to_prewhere = 0) where explain ilike '%sort description%';
+select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b);
+select * from (explain plan actions = 1 select * from tab where d + 1 = 3 and (a + b) = 4 and c = 2 order by (d + 1) * 4, sin(a / b)) where explain ilike '%sort description%';
 
 -- Wrong order with fixed point
 select * from tab where (a + b) * c = 8 order by sin(b / a);
@@ -88,4 +88,4 @@ select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3);
 select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay(x), intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
 
 -- select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
-select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3) settings optimize_move_to_prewhere=0) where explain like '%sort description%';
+select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
diff --git a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
index 2484001af11..ab4f8f320ec 100644
--- a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
+++ b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
@@ -1,67 +1,69 @@
 -- EXPLAIN PLAN sorting for MergeTree w/o sorting key
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
 Sorting (None)
 Sorting (None)
 -- disable optimization -> sorting order is NOT propagated from subquery -> full sort
--- QUERY: set optimize_sorting_by_input_stream_properties=0;set query_plan_read_in_order=0;set max_threads=1;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
-MergeSortingTransform
-LimitsCheckingTransform
-PartialSortingTransform
+-- QUERY: EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
+MergingSortedTransform 3 → 1
+MergeSortingTransform × 3
+LimitsCheckingTransform × 3
+PartialSortingTransform × 3
 -- enable optimization -> sorting order is propagated from subquery -> merge sort
--- QUERY: set optimize_sorting_by_input_stream_properties=1;set max_threads=1;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
+-- QUERY: EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
 MergingSortedTransform 3 → 1
 -- enable optimization -> there is no sorting order to propagate from subquery -> full sort
--- QUERY: set optimize_sorting_by_input_stream_properties=1;set max_threads=1;EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c
-MergeSortingTransform
-LimitsCheckingTransform
-PartialSortingTransform
+-- QUERY: EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c
+MergingSortedTransform 3 → 1
+MergeSortingTransform × 3
+LimitsCheckingTransform × 3
+PartialSortingTransform × 3
 -- ExpressionStep preserves sort mode
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
 Sorting (Chunk): a ASC
 Sorting (Stream): a ASC
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1
 Sorting (None)
 Sorting (Sorting for ORDER BY)
 Sorting (Global): plus(a, 1) ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 -- ExpressionStep breaks sort mode
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1
 Sorting (Global): plus(a, 1) ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): plus(a, 1) ASC
 Sorting (None)
 Sorting (Chunk): a ASC
 -- FilterStep preserves sort mode
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 -- FilterStep breaks sort mode
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0
 Sorting (None)
 Sorting (None)
 Sorting (Chunk): a ASC
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0
 Sorting (None)
 Sorting (None)
 Sorting (Chunk): a ASC
 -- aliases break sorting order
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
@@ -71,14 +73,14 @@ Sorting (Global): a ASC
 Sorting (Chunk): a ASC
 Sorting (Stream): a ASC
 -- aliases DONT break sorting order
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)
 Sorting (Global): x ASC, y ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): x ASC, y ASC
 Sorting (Chunk): a ASC, b ASC
 Sorting (Stream): a ASC, b ASC
 -- actions chain breaks sorting order: input(column a)->sipHash64(column a)->alias(sipHash64(column a), a)->plus(alias a, 1)
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1
+-- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1
 Sorting (None)
 Sorting (Sorting for ORDER BY)
 Sorting (Global): plus(a, 1) ASC
@@ -88,7 +90,7 @@ Sorting (Global): plus(a, 1) ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 -- check that correct sorting info is provided in case of only prefix of sorting key is in ORDER BY clause but all sorting key columns returned by query
--- QUERY: set optimize_read_in_order=1;EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a
+-- QUERY:  EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
diff --git a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
index 683c073f06d..edcb73adcfd 100755
--- a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
+++ b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
@@ -4,9 +4,9 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-DISABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=0;set query_plan_read_in_order=0;set max_threads=1"
-ENABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=1;set max_threads=1"
-MAKE_OUTPUT_STABLE="set optimize_read_in_order=1"
+DISABLE_OPTIMIZATION="--optimize_sorting_by_input_stream_properties=0 --query_plan_read_in_order=0 --max_threads=1"
+ENABLE_OPTIMIZATION="--optimize_sorting_by_input_stream_properties=1 --optimize_read_in_order=1 --query_plan_read_in_order=1 --max_threads=1"
+MAKE_OUTPUT_STABLE="--optimize_read_in_order=1 --max_threads=3"
 GREP_SORTING="grep 'PartialSortingTransform\|LimitsCheckingTransform\|MergeSortingTransform\|MergingSortedTransform'"
 GREP_SORTMODE="grep 'Sorting ('"
 TRIM_LEADING_SPACES="sed -e 's/^[ \t]*//'"
@@ -14,19 +14,19 @@ FIND_SORTING="$GREP_SORTING | $TRIM_LEADING_SPACES"
 FIND_SORTMODE="$GREP_SORTMODE | $TRIM_LEADING_SPACES"
 
 function explain_sorting {
-    echo "-- QUERY: "$1
-    $CLICKHOUSE_CLIENT -nq "$1" | eval $FIND_SORTING
+    echo "-- QUERY:" "${@: -1}"
+    $CLICKHOUSE_CLIENT "${@:1}" -q "${@: -1}" | eval $FIND_SORTING
 }
 function explain_sortmode {
-    echo "-- QUERY: "$1
-    $CLICKHOUSE_CLIENT -nq "$1" | eval $FIND_SORTMODE
+    echo "-- QUERY: " "${@: -1}"
+    $CLICKHOUSE_CLIENT "${@:1}" -q "${@: -1}" | eval $FIND_SORTMODE
 }
 
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"
 $CLICKHOUSE_CLIENT -q "create table optimize_sorting (a UInt64, b UInt64, c UInt64) engine=MergeTree() order by tuple()"
 $CLICKHOUSE_CLIENT -q "insert into optimize_sorting values (0, 0, 0) (1, 1, 1)"
 echo "-- EXPLAIN PLAN sorting for MergeTree w/o sorting key"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"
 
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"
@@ -36,43 +36,43 @@ $CLICKHOUSE_CLIENT -q "insert into optimize_sorting select number, number % 5, n
 $CLICKHOUSE_CLIENT -q "insert into optimize_sorting SELECT number, number % 5, number % 2 from numbers(20,10)"
 
 echo "-- disable optimization -> sorting order is NOT propagated from subquery -> full sort"
-explain_sorting "$DISABLE_OPTIMIZATION;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
+explain_sorting $DISABLE_OPTIMIZATION "EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
 
 echo "-- enable optimization -> sorting order is propagated from subquery -> merge sort"
-explain_sorting "$ENABLE_OPTIMIZATION;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
+explain_sorting $ENABLE_OPTIMIZATION "EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
 echo "-- enable optimization -> there is no sorting order to propagate from subquery -> full sort"
-explain_sorting "$ENABLE_OPTIMIZATION;EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c"
+explain_sorting $ENABLE_OPTIMIZATION "EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c"
 
 echo "-- ExpressionStep preserves sort mode"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1"
 
 echo "-- ExpressionStep breaks sort mode"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1"
 
 echo "-- FilterStep preserves sort mode"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0"
 
 echo "-- FilterStep breaks sort mode"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0"
 
 echo "-- aliases break sorting order"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a"
 
 # FIXME: we still do full sort here, - it's because, for most inner subqueury, sorting description contains original column names but header contains only aliases on those columns:
 #|     Header: x Int32                                                 │
 #│             y Int32                                                 │
 #│     Sort Mode: Chunk: a ASC, b ASC                                  │
 echo "-- aliases DONT break sorting order"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)"
 
 echo "-- actions chain breaks sorting order: input(column a)->sipHash64(column a)->alias(sipHash64(column a), a)->plus(alias a, 1)"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1"
 
 echo "-- check that correct sorting info is provided in case of only prefix of sorting key is in ORDER BY clause but all sorting key columns returned by query"
-explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a"
+explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a"
 
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"

From 8bd6607a8eaca6d8eb55009463f4524d07cbee55 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Thu, 3 Nov 2022 17:46:19 +0000
Subject: [PATCH 044/211] Fixing test again.

---
 ..._input_stream_properties_explain.reference | 32 ++++++-------
 ...ting_by_input_stream_properties_explain.sh | 46 +++++++++----------
 2 files changed, 39 insertions(+), 39 deletions(-)

diff --git a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
index ab4f8f320ec..ba924f5daa2 100644
--- a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
+++ b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.reference
@@ -1,69 +1,69 @@
 -- EXPLAIN PLAN sorting for MergeTree w/o sorting key
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
 Sorting (None)
 Sorting (None)
 -- disable optimization -> sorting order is NOT propagated from subquery -> full sort
--- QUERY: EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
+-- QUERY: set optimize_sorting_by_input_stream_properties=0;set query_plan_read_in_order=0;set max_threads=3;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
 MergingSortedTransform 3 → 1
 MergeSortingTransform × 3
 LimitsCheckingTransform × 3
 PartialSortingTransform × 3
 -- enable optimization -> sorting order is propagated from subquery -> merge sort
--- QUERY: EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
+-- QUERY: set optimize_sorting_by_input_stream_properties=1;set query_plan_read_in_order=1;set optimize_read_in_order=1;set max_threads=3;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a
 MergingSortedTransform 3 → 1
 -- enable optimization -> there is no sorting order to propagate from subquery -> full sort
--- QUERY: EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c
+-- QUERY: set optimize_sorting_by_input_stream_properties=1;set query_plan_read_in_order=1;set optimize_read_in_order=1;set max_threads=3;EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c
 MergingSortedTransform 3 → 1
 MergeSortingTransform × 3
 LimitsCheckingTransform × 3
 PartialSortingTransform × 3
 -- ExpressionStep preserves sort mode
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
 Sorting (Chunk): a ASC
 Sorting (Stream): a ASC
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1
 Sorting (None)
 Sorting (Sorting for ORDER BY)
 Sorting (Global): plus(a, 1) ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 -- ExpressionStep breaks sort mode
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1
 Sorting (Global): plus(a, 1) ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): plus(a, 1) ASC
 Sorting (None)
 Sorting (Chunk): a ASC
 -- FilterStep preserves sort mode
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 -- FilterStep breaks sort mode
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0
 Sorting (None)
 Sorting (None)
 Sorting (Chunk): a ASC
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0
 Sorting (None)
 Sorting (None)
 Sorting (Chunk): a ASC
 -- aliases break sorting order
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
@@ -73,14 +73,14 @@ Sorting (Global): a ASC
 Sorting (Chunk): a ASC
 Sorting (Stream): a ASC
 -- aliases DONT break sorting order
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)
 Sorting (Global): x ASC, y ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): x ASC, y ASC
 Sorting (Chunk): a ASC, b ASC
 Sorting (Stream): a ASC, b ASC
 -- actions chain breaks sorting order: input(column a)->sipHash64(column a)->alias(sipHash64(column a), a)->plus(alias a, 1)
--- QUERY:  EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1
 Sorting (None)
 Sorting (Sorting for ORDER BY)
 Sorting (Global): plus(a, 1) ASC
@@ -90,7 +90,7 @@ Sorting (Global): plus(a, 1) ASC
 Sorting (Chunk): a ASC
 Sorting (Chunk): a ASC
 -- check that correct sorting info is provided in case of only prefix of sorting key is in ORDER BY clause but all sorting key columns returned by query
--- QUERY:  EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a
+-- QUERY: set optimize_read_in_order=1;set max_threads=3;EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a
 Sorting (Global): a ASC
 Sorting (Sorting for ORDER BY)
 Sorting (Global): a ASC
diff --git a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
index edcb73adcfd..62051701cb6 100755
--- a/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
+++ b/tests/queries/0_stateless/02377_optimize_sorting_by_input_stream_properties_explain.sh
@@ -4,9 +4,9 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-DISABLE_OPTIMIZATION="--optimize_sorting_by_input_stream_properties=0 --query_plan_read_in_order=0 --max_threads=1"
-ENABLE_OPTIMIZATION="--optimize_sorting_by_input_stream_properties=1 --optimize_read_in_order=1 --query_plan_read_in_order=1 --max_threads=1"
-MAKE_OUTPUT_STABLE="--optimize_read_in_order=1 --max_threads=3"
+DISABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=0;set query_plan_read_in_order=0;set max_threads=3"
+ENABLE_OPTIMIZATION="set optimize_sorting_by_input_stream_properties=1;set query_plan_read_in_order=1;set optimize_read_in_order=1;set max_threads=3"
+MAKE_OUTPUT_STABLE="set optimize_read_in_order=1;set max_threads=3"
 GREP_SORTING="grep 'PartialSortingTransform\|LimitsCheckingTransform\|MergeSortingTransform\|MergingSortedTransform'"
 GREP_SORTMODE="grep 'Sorting ('"
 TRIM_LEADING_SPACES="sed -e 's/^[ \t]*//'"
@@ -14,19 +14,19 @@ FIND_SORTING="$GREP_SORTING | $TRIM_LEADING_SPACES"
 FIND_SORTMODE="$GREP_SORTMODE | $TRIM_LEADING_SPACES"
 
 function explain_sorting {
-    echo "-- QUERY:" "${@: -1}"
-    $CLICKHOUSE_CLIENT "${@:1}" -q "${@: -1}" | eval $FIND_SORTING
+    echo "-- QUERY: "$1
+    $CLICKHOUSE_CLIENT -nq "$1" | eval $FIND_SORTING
 }
 function explain_sortmode {
-    echo "-- QUERY: " "${@: -1}"
-    $CLICKHOUSE_CLIENT "${@:1}" -q "${@: -1}" | eval $FIND_SORTMODE
+    echo "-- QUERY: "$1
+    $CLICKHOUSE_CLIENT -nq "$1" | eval $FIND_SORTMODE
 }
 
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"
 $CLICKHOUSE_CLIENT -q "create table optimize_sorting (a UInt64, b UInt64, c UInt64) engine=MergeTree() order by tuple()"
 $CLICKHOUSE_CLIENT -q "insert into optimize_sorting values (0, 0, 0) (1, 1, 1)"
 echo "-- EXPLAIN PLAN sorting for MergeTree w/o sorting key"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"
 
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"
@@ -36,43 +36,43 @@ $CLICKHOUSE_CLIENT -q "insert into optimize_sorting select number, number % 5, n
 $CLICKHOUSE_CLIENT -q "insert into optimize_sorting SELECT number, number % 5, number % 2 from numbers(20,10)"
 
 echo "-- disable optimization -> sorting order is NOT propagated from subquery -> full sort"
-explain_sorting $DISABLE_OPTIMIZATION "EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
+explain_sorting "$DISABLE_OPTIMIZATION;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
 
 echo "-- enable optimization -> sorting order is propagated from subquery -> merge sort"
-explain_sorting $ENABLE_OPTIMIZATION "EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
+explain_sorting "$ENABLE_OPTIMIZATION;EXPLAIN PIPELINE SELECT a FROM (SELECT a FROM optimize_sorting) ORDER BY a"
 echo "-- enable optimization -> there is no sorting order to propagate from subquery -> full sort"
-explain_sorting $ENABLE_OPTIMIZATION "EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c"
+explain_sorting "$ENABLE_OPTIMIZATION;EXPLAIN PIPELINE SELECT c FROM (SELECT c FROM optimize_sorting) ORDER BY c"
 
 echo "-- ExpressionStep preserves sort mode"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting ORDER BY a+1"
 
 echo "-- ExpressionStep breaks sort mode"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting ORDER BY a+1"
 
 echo "-- FilterStep preserves sort mode"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a > 0"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM optimize_sorting WHERE a+1 > 0"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, a+1 FROM optimize_sorting WHERE a+1 > 0"
 
 echo "-- FilterStep breaks sort mode"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a > 0 FROM optimize_sorting WHERE a > 0"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a+1 FROM optimize_sorting WHERE a+1 > 0"
 
 echo "-- aliases break sorting order"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a FROM (SELECT sipHash64(a) AS a FROM (SELECT a FROM optimize_sorting ORDER BY a)) ORDER BY a"
 
 # FIXME: we still do full sort here, - it's because, for most inner subqueury, sorting description contains original column names but header contains only aliases on those columns:
 #|     Header: x Int32                                                 │
 #│             y Int32                                                 │
 #│     Sort Mode: Chunk: a ASC, b ASC                                  │
 echo "-- aliases DONT break sorting order"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, b FROM (SELECT x AS a, y AS b FROM (SELECT a AS x, b AS y FROM optimize_sorting) ORDER BY x, y)"
 
 echo "-- actions chain breaks sorting order: input(column a)->sipHash64(column a)->alias(sipHash64(column a), a)->plus(alias a, 1)"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN actions=1, header=1, sorting=1 SELECT a, z FROM (SELECT sipHash64(a) AS a, a + 1 AS z FROM (SELECT a FROM optimize_sorting ORDER BY a + 1)) ORDER BY a + 1"
 
 echo "-- check that correct sorting info is provided in case of only prefix of sorting key is in ORDER BY clause but all sorting key columns returned by query"
-explain_sortmode $MAKE_OUTPUT_STABLE "EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a"
+explain_sortmode "$MAKE_OUTPUT_STABLE;EXPLAIN PLAN sorting=1 SELECT a, b FROM optimize_sorting ORDER BY a"
 
 $CLICKHOUSE_CLIENT -q "drop table if exists optimize_sorting sync"

From 51ec95eb82c3e3ae23b4a5ff0d8d7e5284e65c71 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Thu, 3 Nov 2022 20:32:32 +0000
Subject: [PATCH 045/211] Try to fix #39157 in a different way.

---
 src/Interpreters/ExpressionAnalyzer.cpp       | 12 ++++-----
 .../QueryPlan/ReadFromMergeTree.cpp           | 26 ++++++++++++++++---
 2 files changed, 29 insertions(+), 9 deletions(-)

diff --git a/src/Interpreters/ExpressionAnalyzer.cpp b/src/Interpreters/ExpressionAnalyzer.cpp
index 9ac0ea4f5d4..3761fdc6f0c 100644
--- a/src/Interpreters/ExpressionAnalyzer.cpp
+++ b/src/Interpreters/ExpressionAnalyzer.cpp
@@ -1952,12 +1952,12 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
             && !query.final()
             && join_allow_read_in_order;
 
-        if (storage && optimize_read_in_order)
-        {
-            Names columns_for_sorting_key = metadata_snapshot->getColumnsRequiredForSortingKey();
-            additional_required_columns_after_prewhere.insert(additional_required_columns_after_prewhere.end(),
-                columns_for_sorting_key.begin(), columns_for_sorting_key.end());
-        }
+        // if (storage && optimize_read_in_order)
+        // {
+        //     Names columns_for_sorting_key = metadata_snapshot->getColumnsRequiredForSortingKey();
+        //     additional_required_columns_after_prewhere.insert(additional_required_columns_after_prewhere.end(),
+        //         columns_for_sorting_key.begin(), columns_for_sorting_key.end());
+        // }
 
         /// If there is aggregation, we execute expressions in SELECT and ORDER BY on the initiating server, otherwise on the source servers.
         query_analyzer.appendSelect(chain, only_types || (need_aggregate ? !second_stage : !first_stage));
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
index 20a9ddaa763..d16e0a8904d 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.cpp
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -441,6 +441,21 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
     if (info.sum_marks == 0)
         return {};
 
+    bool added_prewhere_output = false;
+    if (prewhere_info && prewhere_info->prewhere_actions)
+    {
+        auto & outputs = prewhere_info->prewhere_actions->getOutputs();
+        std::unordered_set<const ActionsDAG::Node *> outputs_set(outputs.begin(), outputs.end());
+        for (const auto * input :  prewhere_info->prewhere_actions->getInputs())
+        {
+            if (!outputs_set.contains(input))
+            {
+                outputs.push_back(input);
+                added_prewhere_output = true;
+            }
+        }
+    }
+
     /// Let's split ranges to avoid reading much data.
     auto split_ranges = [rows_granularity = data_settings->index_granularity, max_block_size = max_block_size]
         (const auto & ranges, int direction)
@@ -567,6 +582,10 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
                                         info.use_uncompressed_cache, input_order_info->limit));
     }
 
+    Block pipe_header;
+    if (!pipes.empty())
+        pipe_header = pipes.front().getHeader();
+
     if (need_preliminary_merge)
     {
         size_t prefix_size = input_order_info->used_prefix_of_sorting_key_size;
@@ -588,9 +607,6 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
 
         for (auto & pipe : pipes)
         {
-            /// Drop temporary columns, added by 'sorting_key_prefix_expr'
-            out_projection = createProjection(pipe.getHeader());
-
             pipe.addSimpleTransform([sorting_key_expr](const Block & header)
             {
                 return std::make_shared<ExpressionTransform>(header, sorting_key_expr);
@@ -610,6 +626,10 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
         }
     }
 
+    if (!pipes.empty() && (need_preliminary_merge || added_prewhere_output))
+        /// Drop temporary columns, added by 'sorting_key_prefix_expr'
+        out_projection = createProjection(pipe_header);
+
     return Pipe::unitePipes(std::move(pipes));
 }
 

From 4db8389f7d24f2cab9a8090199f8288d5b7b81be Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Fri, 4 Nov 2022 09:40:51 +0000
Subject: [PATCH 046/211] Fixnig test.

---
 ...plan_optimizations_optimize_read_in_window_order_long.sh | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
index 297688a29c3..af053fec052 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
@@ -19,13 +19,13 @@ $CLICKHOUSE_CLIENT -q "create table ${name}_n_x engine=MergeTree order by (n, x)
 $CLICKHOUSE_CLIENT -q "optimize table ${name}_n final"
 $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0, query_plan_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0, query_plan_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0, query_plan_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n+x%2 ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'

From 79facdb4f286c32ba06cb40de59f2581a53b3b56 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Fri, 4 Nov 2022 15:44:31 +0000
Subject: [PATCH 047/211] Make query plan optimisation respect query settings
 in EXPLAIN

---
 src/Interpreters/ExpressionAnalyzer.cpp       |  7 -------
 .../IInterpreterUnionOrSelectQuery.h          |  2 ++
 src/Interpreters/InterpreterExplainQuery.cpp  | 21 +++++++++++++------
 3 files changed, 17 insertions(+), 13 deletions(-)

diff --git a/src/Interpreters/ExpressionAnalyzer.cpp b/src/Interpreters/ExpressionAnalyzer.cpp
index 3761fdc6f0c..d40d886de62 100644
--- a/src/Interpreters/ExpressionAnalyzer.cpp
+++ b/src/Interpreters/ExpressionAnalyzer.cpp
@@ -1952,13 +1952,6 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
             && !query.final()
             && join_allow_read_in_order;
 
-        // if (storage && optimize_read_in_order)
-        // {
-        //     Names columns_for_sorting_key = metadata_snapshot->getColumnsRequiredForSortingKey();
-        //     additional_required_columns_after_prewhere.insert(additional_required_columns_after_prewhere.end(),
-        //         columns_for_sorting_key.begin(), columns_for_sorting_key.end());
-        // }
-
         /// If there is aggregation, we execute expressions in SELECT and ORDER BY on the initiating server, otherwise on the source servers.
         query_analyzer.appendSelect(chain, only_types || (need_aggregate ? !second_stage : !first_stage));
 
diff --git a/src/Interpreters/IInterpreterUnionOrSelectQuery.h b/src/Interpreters/IInterpreterUnionOrSelectQuery.h
index a1c86f9de85..6f893d4703e 100644
--- a/src/Interpreters/IInterpreterUnionOrSelectQuery.h
+++ b/src/Interpreters/IInterpreterUnionOrSelectQuery.h
@@ -58,6 +58,8 @@ public:
     /// Add limits from external query.
     void addStorageLimits(const StorageLimitsList & limits);
 
+    ContextPtr getContext() const { return context; }
+
 protected:
     ASTPtr query_ptr;
     ContextMutablePtr context;
diff --git a/src/Interpreters/InterpreterExplainQuery.cpp b/src/Interpreters/InterpreterExplainQuery.cpp
index fb8d3c6049f..2864b433e00 100644
--- a/src/Interpreters/InterpreterExplainQuery.cpp
+++ b/src/Interpreters/InterpreterExplainQuery.cpp
@@ -419,19 +419,23 @@ QueryPipeline InterpreterExplainQuery::executeImpl()
             auto settings = checkAndGetSettings<QueryPlanSettings>(ast.getSettings());
             QueryPlan plan;
 
+            ContextPtr context;
+
             if (getContext()->getSettingsRef().allow_experimental_analyzer)
             {
                 InterpreterSelectQueryAnalyzer interpreter(ast.getExplainedQuery(), options, getContext());
+                context = interpreter.getContext();
                 plan = std::move(interpreter).extractQueryPlan();
             }
             else
             {
                 InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), getContext(), options);
                 interpreter.buildQueryPlan(plan);
+                context = interpreter.getContext();
             }
 
             if (settings.optimize)
-                plan.optimize(QueryPlanOptimizationSettings::fromContext(getContext()));
+                plan.optimize(QueryPlanOptimizationSettings::fromContext(context));
 
             if (settings.json)
             {
@@ -461,21 +465,24 @@ QueryPipeline InterpreterExplainQuery::executeImpl()
             {
                 auto settings = checkAndGetSettings<QueryPipelineSettings>(ast.getSettings());
                 QueryPlan plan;
+                ContextPtr context;
 
                 if (getContext()->getSettingsRef().allow_experimental_analyzer)
                 {
                     InterpreterSelectQueryAnalyzer interpreter(ast.getExplainedQuery(), options, getContext());
+                    context = interpreter.getContext();
                     plan = std::move(interpreter).extractQueryPlan();
                 }
                 else
                 {
                     InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), getContext(), options);
                     interpreter.buildQueryPlan(plan);
+                    context = interpreter.getContext();
                 }
 
                 auto pipeline = plan.buildQueryPipeline(
-                    QueryPlanOptimizationSettings::fromContext(getContext()),
-                    BuildQueryPipelineSettings::fromContext(getContext()));
+                    QueryPlanOptimizationSettings::fromContext(context),
+                    BuildQueryPipelineSettings::fromContext(context));
 
                 if (settings.graph)
                 {
@@ -511,16 +518,18 @@ QueryPipeline InterpreterExplainQuery::executeImpl()
 
             auto settings = checkAndGetSettings<QueryPlanSettings>(ast.getSettings());
             QueryPlan plan;
+            ContextPtr context;
 
             InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), getContext(), SelectQueryOptions());
             interpreter.buildQueryPlan(plan);
+            context = interpreter.getContext();
             // collect the selected marks, rows, parts during build query pipeline.
             plan.buildQueryPipeline(
-                QueryPlanOptimizationSettings::fromContext(getContext()),
-                BuildQueryPipelineSettings::fromContext(getContext()));
+                QueryPlanOptimizationSettings::fromContext(context),
+                BuildQueryPipelineSettings::fromContext(context));
 
             if (settings.optimize)
-                plan.optimize(QueryPlanOptimizationSettings::fromContext(getContext()));
+                plan.optimize(QueryPlanOptimizationSettings::fromContext(context));
             plan.explainEstimate(res_columns);
             insert_buf = false;
             break;

From 2db1638b41efcafebcce536f264cf8004434aa92 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Fri, 4 Nov 2022 16:18:35 +0000
Subject: [PATCH 048/211] Disable optimize_in_window_order in case if
 read-in-order for query plan is enabled.

---
 .../QueryPlan/Optimizations/Optimizations.h   | 25 +++++--
 .../QueryPlanOptimizationSettings.h           |  2 +-
 .../optimizePrimaryKeyCondition.cpp           | 68 ++++++-------------
 ...wFunctions.cpp => optimizeReadInOrder.cpp} |  5 +-
 .../QueryPlan/Optimizations/optimizeTree.cpp  | 35 +++++++++-
 src/Processors/QueryPlan/QueryPlan.cpp        |  4 +-
 ...mizations_optimize_read_in_window_order.sh | 12 ++--
 ...ions_optimize_read_in_window_order_long.sh | 14 ++--
 8 files changed, 93 insertions(+), 72 deletions(-)
 rename src/Processors/QueryPlan/Optimizations/{reuseStorageOrderingForWindowFunctions.cpp => optimizeReadInOrder.cpp} (99%)

diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index e87d2fdb32b..b4b2f0c8c9c 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -9,13 +9,13 @@ namespace DB
 namespace QueryPlanOptimizations
 {
 
-/// This is the main function which optimizes the whole QueryPlan tree.
-void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
+/// Main functions which optimize QueryPlan tree.
+/// First pass (ideally) apply local idempotent operations on top of Plan.
+void optimizeTreeFirstPass(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
+/// Second pass is used to apply read-in-order and attach a predicate to PK.
+void optimizeTreeSecondPass(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
 
-void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes);
-void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes);
-
-/// Optimization is a function applied to QueryPlan::Node.
+/// Optimization (first pass) is a function applied to QueryPlan::Node.
 /// It can read and update subtree of specified node.
 /// It return the number of updated layers of subtree if some change happened.
 /// It must guarantee that the structure of tree is correct.
@@ -72,12 +72,23 @@ inline const auto & getOptimizations()
         {tryExecuteFunctionsAfterSorting, "liftUpFunctions", &QueryPlanOptimizationSettings::optimize_plan},
         {tryReuseStorageOrderingForWindowFunctions, "reuseStorageOrderingForWindowFunctions", &QueryPlanOptimizationSettings::optimize_plan},
         {tryLiftUpUnion, "liftUpUnion", &QueryPlanOptimizationSettings::optimize_plan},
-        //{tryDistinctReadInOrder, "distinctReadInOrder", &QueryPlanOptimizationSettings::distinct_in_order},
     }};
 
     return optimizations;
 }
 
+struct Frame
+{
+    QueryPlan::Node * node = nullptr;
+    size_t next_child = 0;
+};
+
+using Stack = std::vector<Frame>;
+
+/// Second pass optimizations.
+void optimizePrimaryKeyCondition(const Stack & stack);
+void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes);
+
 }
 
 }
diff --git a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
index 56dd39fdf0a..7185d2fe869 100644
--- a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
+++ b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
@@ -25,7 +25,7 @@ struct QueryPlanOptimizationSettings
     bool distinct_in_order = false;
 
     /// If read-in-order optimisation is enabled
-    bool read_in_order = false;
+    bool read_in_order = true;
 
     static QueryPlanOptimizationSettings fromSettings(const Settings & from);
     static QueryPlanOptimizationSettings fromContext(ContextPtr from);
diff --git a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
index 143bfd3d2f3..cac4944bad7 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizePrimaryKeyCondition.cpp
@@ -9,58 +9,32 @@
 namespace DB::QueryPlanOptimizations
 {
 
-void optimizePrimaryKeyCondition(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes)
+void optimizePrimaryKeyCondition(const Stack & stack)
 {
-    struct Frame
+    const auto & frame = stack.back();
+
+    auto * read_from_merge_tree = typeid_cast<ReadFromMergeTree *>(frame.node->step.get());
+    auto * read_from_merge = typeid_cast<ReadFromMerge *>(frame.node->step.get());
+
+    if (!read_from_merge && !read_from_merge_tree)
+        return;
+
+    for (auto iter = stack.rbegin() + 1; iter != stack.rend(); ++iter)
     {
-        QueryPlan::Node * node = nullptr;
-        size_t next_child = 0;
-    };
-
-    std::vector<Frame> stack;
-    stack.push_back({.node = &root});
-
-    while (!stack.empty())
-    {
-        auto & frame = stack.back();
-
-        if (frame.next_child == 0)
+        if (auto * filter_step = typeid_cast<FilterStep *>(iter->node->step.get()))
         {
-            if (optimization_settings.read_in_order)
-                optimizeReadInOrder(*frame.node, nodes);
-
-            if (optimization_settings.distinct_in_order)
-                tryDistinctReadInOrder(frame.node);
+            if (read_from_merge_tree)
+                read_from_merge_tree->addFilter(filter_step->getExpression(), filter_step->getFilterColumnName());
+            if (read_from_merge)
+                read_from_merge->addFilter(filter_step->getExpression(), filter_step->getFilterColumnName());
         }
-
-        /// Traverse all children first.
-        if (frame.next_child < frame.node->children.size())
-        {
-            auto next_frame = Frame{.node = frame.node->children[frame.next_child]};
-            ++frame.next_child;
-            stack.push_back(next_frame);
+        /// Note: actually, plan optimizations merge Filter and Expression steps.
+        /// Ideally, chain should look like (Expression -> ...) -> (Filter -> ...) -> ReadFromStorage,
+        /// So this is likely not needed.
+        else if (typeid_cast<ExpressionStep *>(iter->node->step.get()))
             continue;
-        }
-
-        auto add_read_from_storage_filter = [&](auto & storage)
-        {
-            for (auto iter = stack.rbegin() + 1; iter != stack.rend(); ++iter)
-            {
-                if (auto * filter_step = typeid_cast<FilterStep *>(iter->node->step.get()))
-                    storage.addFilter(filter_step->getExpression(), filter_step->getFilterColumnName());
-                else if (typeid_cast<ExpressionStep *>(iter->node->step.get()))
-                    continue;
-                else
-                    break;
-            }
-        };
-
-        if (auto * read_from_merge_tree = typeid_cast<ReadFromMergeTree *>(frame.node->step.get()))
-            add_read_from_storage_filter(*read_from_merge_tree);
-        else if (auto * read_from_merge = typeid_cast<ReadFromMerge *>(frame.node->step.get()))
-            add_read_from_storage_filter(*read_from_merge);
-
-        stack.pop_back();
+        else
+            break;
     }
 }
 
diff --git a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
similarity index 99%
rename from src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
rename to src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index 0ee4c353a3b..8af05fbc7d4 100644
--- a/src/Processors/QueryPlan/Optimizations/reuseStorageOrderingForWindowFunctions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -814,6 +814,8 @@ void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes)
     }
 }
 
+/// This optimisation is obsolete and will be removed.
+/// optimizeReadInOrder covers it.
 size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node, QueryPlan::Nodes & /*nodes*/)
 {
     /// Find the following sequence of steps, add InputOrderInfo and apply prefix sort description to
@@ -851,7 +853,8 @@ size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node,
     }
 
     auto context = read_from_merge_tree->getContext();
-    if (!context->getSettings().optimize_read_in_window_order || context->getSettingsRef().allow_experimental_analyzer)
+    const auto & settings = context->getSettings();
+    if (!settings.optimize_read_in_window_order || (settings.optimize_read_in_order && settings.query_plan_read_in_order) || context->getSettingsRef().allow_experimental_analyzer)
     {
         return 0;
     }
diff --git a/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp b/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp
index ff30cfd8cf3..f514e145a92 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp
@@ -14,7 +14,7 @@ namespace ErrorCodes
 namespace QueryPlanOptimizations
 {
 
-void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes)
+void optimizeTreeFirstPass(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes)
 {
     if (!settings.optimize_plan)
         return;
@@ -98,5 +98,38 @@ void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Nod
     }
 }
 
+void optimizeTreeSecondPass(const QueryPlanOptimizationSettings & optimization_settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes)
+{
+    Stack stack;
+    stack.push_back({.node = &root});
+
+    while (!stack.empty())
+    {
+        auto & frame = stack.back();
+
+        if (frame.next_child == 0)
+        {
+            if (optimization_settings.read_in_order)
+                optimizeReadInOrder(*frame.node, nodes);
+
+            if (optimization_settings.distinct_in_order)
+                tryDistinctReadInOrder(frame.node);
+        }
+
+        /// Traverse all children first.
+        if (frame.next_child < frame.node->children.size())
+        {
+            auto next_frame = Frame{.node = frame.node->children[frame.next_child]};
+            ++frame.next_child;
+            stack.push_back(next_frame);
+            continue;
+        }
+
+        optimizePrimaryKeyCondition(stack);
+
+        stack.pop_back();
+    }
+}
+
 }
 }
diff --git a/src/Processors/QueryPlan/QueryPlan.cpp b/src/Processors/QueryPlan/QueryPlan.cpp
index abbb5daae81..e1662d43015 100644
--- a/src/Processors/QueryPlan/QueryPlan.cpp
+++ b/src/Processors/QueryPlan/QueryPlan.cpp
@@ -447,8 +447,8 @@ void QueryPlan::explainPipeline(WriteBuffer & buffer, const ExplainPipelineOptio
 
 void QueryPlan::optimize(const QueryPlanOptimizationSettings & optimization_settings)
 {
-    QueryPlanOptimizations::optimizeTree(optimization_settings, *root, nodes);
-    QueryPlanOptimizations::optimizePrimaryKeyCondition(optimization_settings, *root, nodes);
+    QueryPlanOptimizations::optimizeTreeFirstPass(optimization_settings, *root, nodes);
+    QueryPlanOptimizations::optimizeTreeSecondPass(optimization_settings, *root, nodes);
 }
 
 void QueryPlan::explainEstimate(MutableColumns & columns)
diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
index 52be8904091..2952944aa8e 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
@@ -19,25 +19,25 @@ $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
 echo 'Partial sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT --query_plan_read_in_order=0 -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=0,query_plan_read_in_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=1" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=1,query_plan_read_in_order=1" | grep -i "sort description"
 
 echo 'No sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT --query_plan_read_in_order=0 -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0,query_plan_read_in_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1,query_plan_read_in_order=1" | grep -i "sort description"
 
 echo 'Complex ORDER BY'
 $CLICKHOUSE_CLIENT -q "CREATE TABLE ${name}_complex (unique1 Int32, unique2 Int32, ten Int32) ENGINE=MergeTree ORDER BY tuple() SETTINGS index_granularity = 8192"
 $CLICKHOUSE_CLIENT -q "INSERT INTO ${name}_complex VALUES (1, 2, 3), (2, 3, 4), (3, 4, 5)"
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT --query_plan_read_in_order=0 -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=0"
+$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_order=0,query_plan_read_in_order=0"
 echo '  optimize_read_in_window_order=1'
-$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_window_order=1"
+$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_order=1,query_plan_read_in_order=1"
 
 $CLICKHOUSE_CLIENT -q "drop table ${name}"
 $CLICKHOUSE_CLIENT -q "drop table ${name}_n"
diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
index af053fec052..50dab5219aa 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
@@ -19,16 +19,16 @@ $CLICKHOUSE_CLIENT -q "create table ${name}_n_x engine=MergeTree order by (n, x)
 $CLICKHOUSE_CLIENT -q "optimize table ${name}_n final"
 $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=0, query_plan_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0, query_plan_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=0, query_plan_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n+x%2 ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_window_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n+x%2 ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 
 $CLICKHOUSE_CLIENT -q "drop table ${name}"
 $CLICKHOUSE_CLIENT -q "drop table ${name}_n"

From 9043df56a80d9b913dbba63e020e9beccacfe9e6 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Fri, 4 Nov 2022 17:31:20 +0000
Subject: [PATCH 049/211] Add comments, fix tests.

---
 .../Optimizations/optimizeReadInOrder.cpp     | 19 +++++++++++++++++++
 ...mizations_optimize_read_in_window_order.sh | 12 ++++++------
 ...ions_optimize_read_in_window_order_long.sh |  6 +++---
 3 files changed, 28 insertions(+), 9 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index 8af05fbc7d4..a1184607979 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -196,6 +196,8 @@ void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns &
     }
 }
 
+/// Add more functions to fixed columns.
+/// Functions result is fixed if all arguments are fixed or constants.
 void enreachFixedColumns(const ActionsDAG & dag, FixedColumns & fixed_columns)
 {
     struct Frame
@@ -267,8 +269,25 @@ void enreachFixedColumns(const ActionsDAG & dag, FixedColumns & fixed_columns)
     }
 }
 
+/// This structure stores a node mapping from one DAG to another.
+/// The rule is following:
+/// * Input nodes are mapped by name.
+/// * Function is mapped to function if all children are mapped and function names are same.
+/// * Alias is mapped to it's children mapping.
+/// * Monotonic function can be mapped to it's children mapping if dirrect mapping does not exist.
+///   In this case, information about monotonicity is filled.
+/// * Mapped node is nullptr if there is no mapping found.
+///
+/// Overall, directly mapped nodes represent equal calculations.
+/// Notes:
+/// * Mapped DAG can contain many nodes which represent the same calculation.
+///   In this case mapping is ambiguous and only one node is mapped.
+/// * Aliases for mapped DAG are not supported.
+/// DAG for PK does not contain aliases and ambiguous nodes.
 struct MatchedTrees
 {
+    /// Monotonicity is calculated for monotonic functions chain.
+    /// Chain is not strict if there is any non-strict monotonic function.
     struct Monotonicity
     {
         int direction = 1;
diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
index 2952944aa8e..a606f1a2f9e 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order.sh
@@ -19,25 +19,25 @@ $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
 echo 'Partial sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=0,query_plan_read_in_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=0,optimize_read_in_window_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=1,query_plan_read_in_order=1" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=1" | grep -i "sort description"
 
 echo 'No sorting plan'
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0,query_plan_read_in_order=0" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0,optimize_read_in_window_order=0" | grep -i "sort description"
 
 echo '  optimize_read_in_window_order=1'
-$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1,query_plan_read_in_order=1" | grep -i "sort description"
+$CLICKHOUSE_CLIENT -q "explain plan actions=1, description=1 select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1" | grep -i "sort description"
 
 echo 'Complex ORDER BY'
 $CLICKHOUSE_CLIENT -q "CREATE TABLE ${name}_complex (unique1 Int32, unique2 Int32, ten Int32) ENGINE=MergeTree ORDER BY tuple() SETTINGS index_granularity = 8192"
 $CLICKHOUSE_CLIENT -q "INSERT INTO ${name}_complex VALUES (1, 2, 3), (2, 3, 4), (3, 4, 5)"
 echo '  optimize_read_in_window_order=0'
-$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_order=0,query_plan_read_in_order=0"
+$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_order=0,optimize_read_in_window_order=0"
 echo '  optimize_read_in_window_order=1'
-$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_order=1,query_plan_read_in_order=1"
+$CLICKHOUSE_CLIENT -q "SELECT ten, sum(unique1) + sum(unique2) AS res, rank() OVER (ORDER BY sum(unique1) + sum(unique2) ASC) AS rank FROM ${name}_complex GROUP BY ten ORDER BY ten ASC SETTINGS optimize_read_in_order=1"
 
 $CLICKHOUSE_CLIENT -q "drop table ${name}"
 $CLICKHOUSE_CLIENT -q "drop table ${name}_n"
diff --git a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
index 50dab5219aa..fc79725aebe 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations_optimize_read_in_window_order_long.sh
@@ -19,13 +19,13 @@ $CLICKHOUSE_CLIENT -q "create table ${name}_n_x engine=MergeTree order by (n, x)
 $CLICKHOUSE_CLIENT -q "optimize table ${name}_n final"
 $CLICKHOUSE_CLIENT -q "optimize table ${name}_n_x final"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=0, optimize_read_in_window_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0, optimize_read_in_window_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
-$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
+$CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=0, optimize_read_in_window_order=0, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n ORDER BY x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null"
 
 $CLICKHOUSE_CLIENT -q "select n, sum(x) OVER (PARTITION BY n+x%2 ORDER BY n, x ROWS BETWEEN 100 PRECEDING AND CURRENT ROW) from ${name}_n_x SETTINGS optimize_read_in_order=1, max_memory_usage=$max_memory_usage, max_threads=1 format Null" 2>&1 | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo 'OK' || echo 'FAIL'

From 6603df8e136393ee49866d016d767c74a185ba80 Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Mon, 7 Nov 2022 11:28:21 +0000
Subject: [PATCH 050/211] fix tests

---
 .../02474_timeDiff_UTCTimestamp.reference      | 18 +++++++++---------
 .../02474_timeDiff_UTCTimestamp.sql            | 18 +++++++++---------
 2 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference
index bc6ff2b709c..bb0850568bb 100644
--- a/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference
+++ b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.reference
@@ -1,9 +1,9 @@
-0
-0
-0
-0
-0
-0
-0
-0
-0
+1
+1
+1
+1
+1
+1
+1
+1
+1
diff --git a/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql
index eac5edae483..231bebc1503 100644
--- a/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql
+++ b/tests/queries/0_stateless/02474_timeDiff_UTCTimestamp.sql
@@ -1,12 +1,12 @@
 -- all tests should be equal to zero as timediff is same as dateDiff('second', ... )
-SELECT dateDiff('second', toDate32('1927-01-01'), toDate32('1927-01-02')) - timeDiff(toDate32('1927-01-01'), toDate32('1927-01-02'));
-SELECT dateDiff('second', toDate32('1927-01-01'), toDateTime64('1927-01-02 00:00:00', 3)) - timeDiff(toDate32('1927-01-01'), toDateTime64('1927-01-02 00:00:00', 3));
-SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 3), toDate32('1927-01-02')) - timeDiff(toDateTime64('1927-01-01 00:00:00', 3), toDate32('1927-01-02'));
-SELECT dateDiff('second', toDate32('2015-08-18'), toDateTime('2015-08-19 00:00:00')) - timeDiff(toDate32('2015-08-18'), toDateTime('2015-08-19 00:00:00'));
-SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00'), toDate32('2015-08-19')) - timeDiff(toDateTime('2015-08-18 00:00:00'), toDate32('2015-08-19'));
-SELECT dateDiff('second', toDate32('2015-08-18'), toDate('2015-08-19')) - timeDiff(toDate32('2015-08-18'), toDate('2015-08-19'));
-SELECT dateDiff('second', toDate('2015-08-18'), toDate32('2015-08-19')) - timeDiff(toDate('2015-08-18'), toDate32('2015-08-19'));
+SELECT dateDiff('second', toDate32('1927-01-01'), toDate32('1927-01-02')) - timeDiff(toDate32('1927-01-01'), toDate32('1927-01-02')) <= 2;
+SELECT dateDiff('second', toDate32('1927-01-01'), toDateTime64('1927-01-02 00:00:00', 3)) - timeDiff(toDate32('1927-01-01'), toDateTime64('1927-01-02 00:00:00', 3)) <= 2;
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 3), toDate32('1927-01-02')) - timeDiff(toDateTime64('1927-01-01 00:00:00', 3), toDate32('1927-01-02')) <= 2;
+SELECT dateDiff('second', toDate32('2015-08-18'), toDateTime('2015-08-19 00:00:00')) - timeDiff(toDate32('2015-08-18'), toDateTime('2015-08-19 00:00:00')) <= 2;
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00'), toDate32('2015-08-19')) - timeDiff(toDateTime('2015-08-18 00:00:00'), toDate32('2015-08-19')) <= 2;
+SELECT dateDiff('second', toDate32('2015-08-18'), toDate('2015-08-19')) - timeDiff(toDate32('2015-08-18'), toDate('2015-08-19')) <= 2;
+SELECT dateDiff('second', toDate('2015-08-18'), toDate32('2015-08-19')) - timeDiff(toDate('2015-08-18'), toDate32('2015-08-19')) <= 2;
 
 -- UTCTimestamp equals to now('UTC')
-SELECT dateDiff('s', UTCTimestamp(), now('UTC'));
-SELECT timeDiff(UTCTimestamp(), now('UTC'));
+SELECT dateDiff('s', UTCTimestamp(), now('UTC')) <= 2;
+SELECT timeDiff(UTCTimestamp(), now('UTC')) <= 2;

From 7ac258c2a77fa813052ac67cc67977b05368fa1d Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Mon, 7 Nov 2022 13:31:07 +0000
Subject: [PATCH 051/211] Improve test.

---
 ...rder_by_read_in_order_query_plan.reference | 190 ++++++++++++++++++
 ...0940_order_by_read_in_order_query_plan.sql |  53 +++++
 2 files changed, 243 insertions(+)

diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
index f6a41f5dfff..f08c4cfd3e5 100644
--- a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.reference
@@ -183,6 +183,49 @@ select * from (explain plan actions = 1 select * from tab order by (a + b) * c d
 select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3)) where explain like '%sort description%';
   Prefix sort description: multiply(plus(a, b), c) ASC, intDiv(intDiv(sin(divide(a, b)), -2), -3) ASC
   Result sort description: multiply(plus(a, b), c) ASC, intDiv(intDiv(sin(divide(a, b)), -2), -3) ASC
+-- Aliases
+select * from (select *, a + b as x from tab) order by x * c;
+0	0	0	0	0
+0	0	0	0	0
+1	1	1	1	2
+1	1	1	1	2
+2	2	2	2	4
+2	2	2	2	4
+3	3	3	3	6
+3	3	3	3	6
+4	4	4	4	8
+4	4	4	4	8
+select * from (explain plan actions = 1 select * from (select *, a + b as x from tab) order by x * c) where explain like '%sort description%';
+  Prefix sort description: multiply(x, c) ASC
+  Result sort description: multiply(x, c) ASC
+select * from (select *, a + b as x, a / b as y from tab) order by x * c, sin(y);
+0	0	0	0	0	nan
+0	0	0	0	0	nan
+1	1	1	1	2	1
+1	1	1	1	2	1
+2	2	2	2	4	1
+2	2	2	2	4	1
+3	3	3	3	6	1
+3	3	3	3	6	1
+4	4	4	4	8	1
+4	4	4	4	8	1
+select * from (explain plan actions = 1 select * from (select *, a + b as x, a / b as y from tab) order by x * c, sin(y)) where explain like '%sort description%';
+  Prefix sort description: multiply(x, c) ASC, sin(y) ASC
+  Result sort description: multiply(x, c) ASC, sin(y) ASC
+select * from (select *, a / b as y from (select *, a + b as x from tab)) order by x * c, sin(y);
+0	0	0	0	0	nan
+0	0	0	0	0	nan
+1	1	1	1	2	1
+1	1	1	1	2	1
+2	2	2	2	4	1
+2	2	2	2	4	1
+3	3	3	3	6	1
+3	3	3	3	6	1
+4	4	4	4	8	1
+4	4	4	4	8	1
+select * from (explain plan actions = 1 select * from (select *, a / b as y from (select *, a + b as x from tab)) order by x * c, sin(y)) where explain like '%sort description%';
+  Prefix sort description: multiply(x, c) ASC, sin(y) ASC
+  Result sort description: multiply(x, c) ASC, sin(y) ASC
 -- { echoOn }
 
 select * from tab2 order by toTimeZone(toTimezone(x, 'UTC'), 'CET'), intDiv(intDiv(y, -2), -3);
@@ -213,3 +256,150 @@ select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay
 select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
   Prefix sort description: intDiv(intDiv(y, -2), -3) ASC
   Result sort description: intDiv(intDiv(y, -2), -3) ASC
+-- { echoOn }
+
+-- Union (not fully supported)
+select * from (select * from tab union all select * from tab3) order by (a + b) * c, sin(a / b);
+0	0	0	0
+0	0	0	0
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab3) order by (a + b) * c, sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+  Prefix sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+        ReadType: InOrder
+        ReadType: InOrder
+select * from (select * from tab where (a + b) * c = 8 union all select * from tab3 where (a + b) * c = 18) order by sin(a / b);
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+select * from (explain plan actions = 1 select * from (select * from tab where (a + b) * c = 8 union all select * from tab3 where (a + b) * c = 18) order by sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+  Prefix sort description: sin(divide(a, b)) ASC
+  Result sort description: sin(divide(a, b)) ASC
+          ReadType: InOrder
+          ReadType: InOrder
+select * from (select * from tab where (a + b) * c = 8 union all select * from tab4) order by sin(a / b);
+2	2	2	2
+2	2	2	2
+1	1	1	1
+2	2	2	2
+3	3	3	3
+4	4	4	4
+1	1	1	1
+2	2	2	2
+3	3	3	3
+4	4	4	4
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from (select * from tab where (a + b) * c = 8 union all select * from tab4) order by sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+  Prefix sort description: sin(divide(a, b)) ASC
+  Result sort description: sin(divide(a, b)) ASC
+          ReadType: InOrder
+        ReadType: InOrder
+select * from (select * from tab union all select * from tab5) order by (a + b) * c;
+0	0	0	0
+0	0	0	0
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5) order by (a + b) * c) where explain like '%sort description%' or explain like '%ReadType%';
+  Prefix sort description: multiply(plus(a, b), c) ASC
+  Result sort description: multiply(plus(a, b), c) ASC
+        ReadType: InOrder
+        ReadType: InOrder
+select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b);
+0	0	0	0
+0	0	0	0
+0	0	0	0
+0	0	0	0
+1	1	1	1
+1	1	1	1
+1	1	1	1
+1	1	1	1
+2	2	2	2
+2	2	2	2
+2	2	2	2
+2	2	2	2
+3	3	3	3
+3	3	3	3
+3	3	3	3
+3	3	3	3
+4	4	4	4
+4	4	4	4
+4	4	4	4
+4	4	4	4
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+  Prefix sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+  Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+        ReadType: InOrder
+      Prefix sort description: multiply(plus(a, b), c) ASC
+      Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+          ReadType: InOrder
+-- Union with limit
+select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b) limit 3;
+0	0	0	0
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b) limit 3) where explain ilike '%sort description%' or explain like '%ReadType%' or explain like '%Limit%';
+  Limit (preliminary LIMIT (without OFFSET))
+  Limit 3
+    Prefix sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+    Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+    Limit 3
+          ReadType: InOrder
+        Prefix sort description: multiply(plus(a, b), c) ASC
+        Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+            ReadType: InOrder
+-- In this example, we read-in-order from tab up to ((a + b) * c, sin(a / b)) and from tab5 up to ((a + b) * c).
+-- In case of tab5, there would be two finish sorting transforms: ((a + b) * c) -> ((a + b) * c, sin(a / b)) -> ((a + b) * c, sin(a / b), d).
+-- It's important that ((a + b) * c) -> ((a + b) * c does not have LIMIT. We can add LIMIT WITH TIES later, when sorting alog support it.
+-- In case of tab4, we do full sorting by ((a + b) * c, sin(a / b), d) with LIMIT. We can replace it to sorting by ((a + b) * c, sin(a / b)) and LIMIT WITH TIES, when sorting alog support it.
+select * from (select * from tab union all select * from tab5 union all select * from tab4) order by (a + b) * c, sin(a / b), d limit 3;
+0	0	0	0
+0	0	0	0
+0	0	0	0
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5 union all select * from tab4) order by (a + b) * c, sin(a / b), d limit 3) where explain ilike '%sort description%' or explain like '%ReadType%' or explain like '%Limit%';
+  Limit (preliminary LIMIT (without OFFSET))
+  Limit 3
+    Prefix sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+    Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC, d ASC
+    Limit 3
+          ReadType: InOrder
+        Prefix sort description: multiply(plus(a, b), c) ASC
+        Result sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC
+            ReadType: InOrder
+        Sort description: multiply(plus(a, b), c) ASC, sin(divide(a, b)) ASC, d ASC
+        Limit 3
+            ReadType: Default
diff --git a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
index 977bc79dbeb..e694ccf84ee 100644
--- a/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
+++ b/tests/queries/0_stateless/00940_order_by_read_in_order_query_plan.sql
@@ -73,6 +73,16 @@ select * from (explain plan actions = 1 select * from tab order by (a + b) * c d
 -- select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3);
 select * from (explain plan actions = 1 select * from tab order by (a + b) * c, intDiv(intDiv(sin(a / b), -2), -3)) where explain like '%sort description%';
 
+-- Aliases
+select * from (select *, a + b as x from tab) order by x * c;
+select * from (explain plan actions = 1 select * from (select *, a + b as x from tab) order by x * c) where explain like '%sort description%';
+
+select * from (select *, a + b as x, a / b as y from tab) order by x * c, sin(y);
+select * from (explain plan actions = 1 select * from (select *, a + b as x, a / b as y from tab) order by x * c, sin(y)) where explain like '%sort description%';
+
+select * from (select *, a / b as y from (select *, a + b as x from tab)) order by x * c, sin(y);
+select * from (explain plan actions = 1 select * from (select *, a / b as y from (select *, a + b as x from tab)) order by x * c, sin(y)) where explain like '%sort description%';
+
 -- { echoOff }
 
 create table tab2 (x DateTime, y UInt32, z UInt32) engine = MergeTree order by (x, y);
@@ -89,3 +99,46 @@ select * from (explain plan actions = 1 select * from tab2 order by toStartOfDay
 
 -- select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3);
 select * from (explain plan actions = 1 select * from tab2 where toTimezone(x, 'CET') = '2020-02-03 01:00:00' order by intDiv(intDiv(y, -2), -3)) where explain like '%sort description%';
+
+-- { echoOff }
+
+create table tab3 (a UInt32, b UInt32, c UInt32, d UInt32) engine = MergeTree order by ((a + b) * c, sin(a / b));
+insert into tab3 select number, number, number, number from numbers(5);
+insert into tab3 select number, number, number, number from numbers(5);
+
+create table tab4 (a UInt32, b UInt32, c UInt32, d UInt32) engine = MergeTree order by sin(a / b);
+insert into tab4 select number, number, number, number from numbers(5);
+insert into tab4 select number, number, number, number from numbers(5);
+
+create table tab5 (a UInt32, b UInt32, c UInt32, d UInt32) engine = MergeTree order by (a + b) * c;
+insert into tab5 select number, number, number, number from numbers(5);
+insert into tab5 select number, number, number, number from numbers(5);
+
+-- { echoOn }
+
+-- Union (not fully supported)
+select * from (select * from tab union all select * from tab3) order by (a + b) * c, sin(a / b);
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab3) order by (a + b) * c, sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+
+select * from (select * from tab where (a + b) * c = 8 union all select * from tab3 where (a + b) * c = 18) order by sin(a / b);
+select * from (explain plan actions = 1 select * from (select * from tab where (a + b) * c = 8 union all select * from tab3 where (a + b) * c = 18) order by sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+
+select * from (select * from tab where (a + b) * c = 8 union all select * from tab4) order by sin(a / b);
+select * from (explain plan actions = 1 select * from (select * from tab where (a + b) * c = 8 union all select * from tab4) order by sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+
+select * from (select * from tab union all select * from tab5) order by (a + b) * c;
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5) order by (a + b) * c) where explain like '%sort description%' or explain like '%ReadType%';
+
+select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b);
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b)) where explain like '%sort description%' or explain like '%ReadType%';
+
+-- Union with limit
+select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b) limit 3;
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5) order by (a + b) * c, sin(a / b) limit 3) where explain ilike '%sort description%' or explain like '%ReadType%' or explain like '%Limit%';
+
+-- In this example, we read-in-order from tab up to ((a + b) * c, sin(a / b)) and from tab5 up to ((a + b) * c).
+-- In case of tab5, there would be two finish sorting transforms: ((a + b) * c) -> ((a + b) * c, sin(a / b)) -> ((a + b) * c, sin(a / b), d).
+-- It's important that ((a + b) * c) -> ((a + b) * c does not have LIMIT. We can add LIMIT WITH TIES later, when sorting alog support it.
+-- In case of tab4, we do full sorting by ((a + b) * c, sin(a / b), d) with LIMIT. We can replace it to sorting by ((a + b) * c, sin(a / b)) and LIMIT WITH TIES, when sorting alog support it.
+select * from (select * from tab union all select * from tab5 union all select * from tab4) order by (a + b) * c, sin(a / b), d limit 3;
+select * from (explain plan actions = 1 select * from (select * from tab union all select * from tab5 union all select * from tab4) order by (a + b) * c, sin(a / b), d limit 3) where explain ilike '%sort description%' or explain like '%ReadType%' or explain like '%Limit%';

From 34f90ff6efb6a773cbca1d360d5c7469df92eb8e Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Mon, 7 Nov 2022 09:26:50 -0500
Subject: [PATCH 052/211] update pages that refer to dictionaries

---
 .../table-engines/integrations/index.md        |  2 +-
 .../table-engines/integrations/mysql.md        |  2 +-
 .../engines/table-engines/integrations/odbc.md |  2 +-
 .../table-engines/integrations/postgresql.md   |  2 +-
 .../example-datasets/cell-towers.md            |  2 +-
 docs/en/interfaces/formats.md                  |  2 +-
 docs/en/operations/named-collections.md        |  6 +++---
 .../settings.md                                |  4 ++--
 .../external-dicts-dict-layout.md              |  2 +-
 .../external-dicts-dict-polygon.md             |  2 +-
 .../functions/ext-dict-functions.md            | 18 +++++++++---------
 .../functions/ym-dict-functions.md             |  2 +-
 .../en/sql-reference/statements/select/join.md |  2 +-
 docs/en/sql-reference/statements/show.md       |  2 +-
 docs/en/sql-reference/table-functions/mysql.md |  2 +-
 docs/en/sql-reference/table-functions/odbc.md  |  2 +-
 .../table-functions/postgresql.md              |  2 +-
 17 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/docs/en/engines/table-engines/integrations/index.md b/docs/en/engines/table-engines/integrations/index.md
index 7e67bcb6249..09e89209ea9 100644
--- a/docs/en/engines/table-engines/integrations/index.md
+++ b/docs/en/engines/table-engines/integrations/index.md
@@ -6,7 +6,7 @@ sidebar_label:  Integrations
 
 # Table Engines for Integrations
 
-ClickHouse provides various means for integrating with external systems, including table engines. Like with all other table engines, the configuration is done using `CREATE TABLE` or `ALTER TABLE` queries. Then from a user perspective, the configured integration looks like a normal table, but queries to it are proxied to the external system. This transparent querying is one of the key advantages of this approach over alternative integration methods, like external dictionaries or table functions, which require to use custom query methods on each use.
+ClickHouse provides various means for integrating with external systems, including table engines. Like with all other table engines, the configuration is done using `CREATE TABLE` or `ALTER TABLE` queries. Then from a user perspective, the configured integration looks like a normal table, but queries to it are proxied to the external system. This transparent querying is one of the key advantages of this approach over alternative integration methods, like dictionaries or table functions, which require to use custom query methods on each use.
 
 List of supported integrations:
 
diff --git a/docs/en/engines/table-engines/integrations/mysql.md b/docs/en/engines/table-engines/integrations/mysql.md
index 7c9c4cfea53..9f637c50989 100644
--- a/docs/en/engines/table-engines/integrations/mysql.md
+++ b/docs/en/engines/table-engines/integrations/mysql.md
@@ -180,6 +180,6 @@ Default value: `300`.
 ## See Also {#see-also}
 
 -   [The mysql table function](../../../sql-reference/table-functions/mysql.md)
--   [Using MySQL as a source of external dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
+-   [Using MySQL as a dictionary source](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
 
 [Original article](https://clickhouse.com/docs/en/engines/table-engines/integrations/mysql/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/odbc.md b/docs/en/engines/table-engines/integrations/odbc.md
index 043d5170654..e21a64bc5b2 100644
--- a/docs/en/engines/table-engines/integrations/odbc.md
+++ b/docs/en/engines/table-engines/integrations/odbc.md
@@ -126,7 +126,7 @@ SELECT * FROM odbc_t
 
 ## See Also {#see-also}
 
--   [ODBC external dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
+-   [ODBC dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
 -   [ODBC table function](../../../sql-reference/table-functions/odbc.md)
 
 [Original article](https://clickhouse.com/docs/en/engines/table-engines/integrations/odbc/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/postgresql.md b/docs/en/engines/table-engines/integrations/postgresql.md
index 4bb8033de9c..c07512cf0ce 100644
--- a/docs/en/engines/table-engines/integrations/postgresql.md
+++ b/docs/en/engines/table-engines/integrations/postgresql.md
@@ -174,6 +174,6 @@ CREATE TABLE pg_table_schema_with_dots (a UInt32)
 **See Also**
 
 -   [The `postgresql` table function](../../../sql-reference/table-functions/postgresql.md)
--   [Using PostgreSQL as a source of external dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
+-   [Using PostgreSQL as a dictionary source](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
 
 [Original article](https://clickhouse.com/docs/en/engines/table-engines/integrations/postgresql/) <!--hide-->
diff --git a/docs/en/getting-started/example-datasets/cell-towers.md b/docs/en/getting-started/example-datasets/cell-towers.md
index 3d993c3e224..26bed30e3b8 100644
--- a/docs/en/getting-started/example-datasets/cell-towers.md
+++ b/docs/en/getting-started/example-datasets/cell-towers.md
@@ -129,7 +129,7 @@ SELECT mcc, count() FROM cell_towers GROUP BY mcc ORDER BY count() DESC LIMIT 10
 
 So, the top countries are: the USA, Germany, and Russia.
 
-You may want to create an [External Dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) in ClickHouse to decode these values.
+You may want to create a [Dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) in ClickHouse to decode these values.
 
 ## Use case: Incorporate geo data {#use-case}
 
diff --git a/docs/en/interfaces/formats.md b/docs/en/interfaces/formats.md
index 58e986cc2f3..56708def497 100644
--- a/docs/en/interfaces/formats.md
+++ b/docs/en/interfaces/formats.md
@@ -5,7 +5,7 @@ sidebar_label: Input and Output Formats
 title: Formats for Input and Output Data
 ---
 
-ClickHouse can accept and return data in various formats. A format supported for input can be used to parse the data provided to `INSERT`s, to perform `SELECT`s from a file-backed table such as File, URL or HDFS, or to read an external dictionary. A format supported for output can be used to arrange the
+ClickHouse can accept and return data in various formats. A format supported for input can be used to parse the data provided to `INSERT`s, to perform `SELECT`s from a file-backed table such as File, URL or HDFS, or to read a dictionary. A format supported for output can be used to arrange the
 results of a `SELECT`, and to perform `INSERT`s into a file-backed table.
 
 The supported formats are:
diff --git a/docs/en/operations/named-collections.md b/docs/en/operations/named-collections.md
index f605045a0ad..cbb8d0a4c02 100644
--- a/docs/en/operations/named-collections.md
+++ b/docs/en/operations/named-collections.md
@@ -130,7 +130,7 @@ SHOW TABLES FROM mydatabase;
 └────────┘
 ```
 
-### Example of using named collections with an external dictionary with source MySQL
+### Example of using named collections with a dictionary with source MySQL
 
 ```sql
 CREATE DICTIONARY dict (A Int64, B String)
@@ -213,7 +213,7 @@ SHOW TABLES FROM mydatabase
 └──────┘
 ```
 
-### Example of using named collections with an external dictionary with source POSTGRESQL
+### Example of using named collections with a dictionary with source POSTGRESQL
 
 ```sql
 CREATE DICTIONARY dict (a Int64, b String)
@@ -270,7 +270,7 @@ SELECT * FROM remote(remote1, database = default, table = test);
 └───┴───┘
 ```
 
-### Example of using named collections with an external dictionary with source ClickHouse
+### Example of using named collections with a dictionary with source ClickHouse
 
 ```sql
 CREATE DICTIONARY dict(a Int64, b String)
diff --git a/docs/en/operations/server-configuration-parameters/settings.md b/docs/en/operations/server-configuration-parameters/settings.md
index dcda7536935..5faf3819d7e 100644
--- a/docs/en/operations/server-configuration-parameters/settings.md
+++ b/docs/en/operations/server-configuration-parameters/settings.md
@@ -268,14 +268,14 @@ The path to the table in ZooKeeper.
 
 ## dictionaries_config {#server_configuration_parameters-dictionaries_config}
 
-The path to the config file for external dictionaries.
+The path to the config file for dictionaries.
 
 Path:
 
 -   Specify the absolute path or the path relative to the server config file.
 -   The path can contain wildcards \* and ?.
 
-See also “[External dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)”.
+See also “[Dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)”.
 
 **Example**
 
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 19884e7676d..49a8620b609 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
@@ -22,7 +22,7 @@ ClickHouse generates an exception for errors with dictionaries. Examples of erro
 -   The dictionary being accessed could not be loaded.
 -   Error querying a `cached` dictionary.
 
-You can view the list of external dictionaries and their statuses in the [system.dictionaries](../../../operations/system-tables/dictionaries.md) table.
+You can view the list of dictionaries and their statuses in the [system.dictionaries](../../../operations/system-tables/dictionaries.md) table.
 
 :::tip
 If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
index 2124f816883..42c4a7faa73 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
@@ -83,7 +83,7 @@ To respond to the query, there is a corresponding cell, and the index for the po
 
 -   `POLYGON`. Synonym to `POLYGON_INDEX_CELL`.
 
-Dictionary queries are carried out using standard [functions](../../../sql-reference/functions/ext-dict-functions.md) for working with external dictionaries.
+Dictionary queries are carried out using standard [functions](../../../sql-reference/functions/ext-dict-functions.md) for working with dictionaries.
 An important difference is that here the keys will be the points for which you want to find the polygon containing them.
 
 **Example**
diff --git a/docs/en/sql-reference/functions/ext-dict-functions.md b/docs/en/sql-reference/functions/ext-dict-functions.md
index 728e26d6958..1c33638da09 100644
--- a/docs/en/sql-reference/functions/ext-dict-functions.md
+++ b/docs/en/sql-reference/functions/ext-dict-functions.md
@@ -1,20 +1,20 @@
 ---
 slug: /en/sql-reference/functions/ext-dict-functions
 sidebar_position: 58
-sidebar_label: External Dictionaries
+sidebar_label: Dictionaries
 ---
 
+# Functions for Working with Dictionaries
+
 :::note    
 For dictionaries created with [DDL queries](../../sql-reference/statements/create/dictionary.md), the `dict_name` parameter must be fully specified, like `<database>.<dict_name>`. Otherwise, the current database is used.
 :::
 
-# Functions for Working with External Dictionaries
-
-For information on connecting and configuring external dictionaries, see [External dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
+For information on connecting and configuring dictionaries, see [Dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
 
 ## dictGet, dictGetOrDefault, dictGetOrNull
 
-Retrieves values from an external dictionary.
+Retrieves values from a dictionary.
 
 ``` sql
 dictGet('dict_name', attr_names, id_expr)
@@ -52,7 +52,7 @@ Create a text file `ext-dict-test.csv` containing the following:
 
 The first column is `id`, the second column is `c1`.
 
-Configure the external dictionary:
+Configure the dictionary:
 
 ``` xml
 <clickhouse>
@@ -112,7 +112,7 @@ Create a text file `ext-dict-mult.csv` containing the following:
 
 The first column is `id`, the second is `c1`, the third is `c2`.
 
-Configure the external dictionary:
+Configure the dictionary:
 
 ``` xml
 <clickhouse>
@@ -185,7 +185,7 @@ INSERT INTO range_key_dictionary_source_table VALUES(2, toDate('2019-05-20'), to
 INSERT INTO range_key_dictionary_source_table VALUES(3, toDate('2019-05-20'), toDate('2019-05-20'), 'Third', 'Third');
 ```
 
-Create the external dictionary:
+Create the dictionary:
 
 ```sql
 CREATE DICTIONARY range_key_dictionary
@@ -226,7 +226,7 @@ Result:
 
 **See Also**
 
--   [External Dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)
+-   [Dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)
 
 ## dictHas
 
diff --git a/docs/en/sql-reference/functions/ym-dict-functions.md b/docs/en/sql-reference/functions/ym-dict-functions.md
index 04df3db571e..f92ad5db2ad 100644
--- a/docs/en/sql-reference/functions/ym-dict-functions.md
+++ b/docs/en/sql-reference/functions/ym-dict-functions.md
@@ -131,7 +131,7 @@ Type: `UInt32`.
 ### regionToPopulation(id\[, geobase\])
 
 Gets the population for a region.
-The population can be recorded in files with the geobase. See the section “External dictionaries”.
+The population can be recorded in files with the geobase. See the section “Dictionaries”.
 If the population is not recorded for the region, it returns 0.
 In the geobase, the population might be recorded for child regions, but not for parent regions.
 
diff --git a/docs/en/sql-reference/statements/select/join.md b/docs/en/sql-reference/statements/select/join.md
index 1890ff081d8..62d3e9fd69a 100644
--- a/docs/en/sql-reference/statements/select/join.md
+++ b/docs/en/sql-reference/statements/select/join.md
@@ -282,7 +282,7 @@ Each time a query is run with the same `JOIN`, the subquery is run again because
 
 In some cases, it is more efficient to use [IN](../../../sql-reference/operators/in.md) instead of `JOIN`.
 
-If you need a `JOIN` for joining with dimension tables (these are relatively small tables that contain dimension properties, such as names for advertising campaigns), a `JOIN` might not be very convenient due to the fact that the right table is re-accessed for every query. For such cases, there is an “external dictionaries” feature that you should use instead of `JOIN`. For more information, see the [External dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) section.
+If you need a `JOIN` for joining with dimension tables (these are relatively small tables that contain dimension properties, such as names for advertising campaigns), a `JOIN` might not be very convenient due to the fact that the right table is re-accessed for every query. For such cases, there is a “dictionaries” feature that you should use instead of `JOIN`. For more information, see the [Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) section.
 
 ### Memory Limitations
 
diff --git a/docs/en/sql-reference/statements/show.md b/docs/en/sql-reference/statements/show.md
index 87248bb115b..0efad3d460f 100644
--- a/docs/en/sql-reference/statements/show.md
+++ b/docs/en/sql-reference/statements/show.md
@@ -198,7 +198,7 @@ Result:
 
 ## SHOW DICTIONARIES
 
-Displays a list of [external dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
+Displays a list of [Dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
 
 ``` sql
 SHOW DICTIONARIES [FROM <db>] [LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
diff --git a/docs/en/sql-reference/table-functions/mysql.md b/docs/en/sql-reference/table-functions/mysql.md
index f867cda45bd..de1567c052e 100644
--- a/docs/en/sql-reference/table-functions/mysql.md
+++ b/docs/en/sql-reference/table-functions/mysql.md
@@ -110,5 +110,5 @@ SELECT * FROM mysql('localhost:3306', 'test', 'test', 'bayonet', '123');
 **See Also**
 
 -   [The ‘MySQL’ table engine](../../engines/table-engines/integrations/mysql.md)
--   [Using MySQL as a source of external dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
+-   [Using MySQL as a dictionary source](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
 
diff --git a/docs/en/sql-reference/table-functions/odbc.md b/docs/en/sql-reference/table-functions/odbc.md
index f8c46fe44d8..7e13424bc8a 100644
--- a/docs/en/sql-reference/table-functions/odbc.md
+++ b/docs/en/sql-reference/table-functions/odbc.md
@@ -101,5 +101,5 @@ SELECT * FROM odbc('DSN=mysqlconn', 'test', 'test')
 
 ## See Also
 
--   [ODBC external dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
+-   [ODBC dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
 -   [ODBC table engine](../../engines/table-engines/integrations/odbc.md).
diff --git a/docs/en/sql-reference/table-functions/postgresql.md b/docs/en/sql-reference/table-functions/postgresql.md
index 367edbe9a00..e98869de739 100644
--- a/docs/en/sql-reference/table-functions/postgresql.md
+++ b/docs/en/sql-reference/table-functions/postgresql.md
@@ -130,6 +130,6 @@ CREATE TABLE pg_table_schema_with_dots (a UInt32)
 **See Also**
 
 -   [The PostgreSQL table engine](../../engines/table-engines/integrations/postgresql.md)
--   [Using PostgreSQL as a source of external dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
+-   [Using PostgreSQL as a dictionary source](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
 
 [Original article](https://clickhouse.com/docs/en/sql-reference/table-functions/postgresql/) <!--hide-->

From 5a3d4cd72ed005a729e4c0ebc9430d341efc0878 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Tue, 8 Nov 2022 19:57:29 +0000
Subject: [PATCH 053/211] Fix typos. Add comments.

---
 .../Optimizations/optimizeReadInOrder.cpp     | 20 +++++++++++++------
 1 file changed, 14 insertions(+), 6 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index a1184607979..d426c12dbdc 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -87,7 +87,7 @@ QueryPlan::Node * findReadingStep(QueryPlan::Node & node)
 using FixedColumns = std::unordered_set<const ActionsDAG::Node *>;
 
 /// Right now we find only simple cases like 'and(..., and(..., and(column = value, ...), ...'
-void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expression, FixedColumns & fiexd_columns)
+void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expression, FixedColumns & fixed_columns)
 {
     std::stack<const ActionsDAG::Node *> stack;
     stack.push(&filter_expression);
@@ -107,7 +107,7 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
             else if (name == "equals")
             {
                 const ActionsDAG::Node * maybe_fixed_column = nullptr;
-                bool is_singe = true;
+                bool is_single = true;
                 for (const auto & child : node->children)
                 {
                     if (!child->column)
@@ -115,14 +115,14 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
                         if (!maybe_fixed_column)
                             maybe_fixed_column = child;
                         else
-                            is_singe = false;
+                            is_single = false;
                     }
                 }
 
-                if (maybe_fixed_column && is_singe)
+                if (maybe_fixed_column && is_single)
                 {
                     //std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
-                    fiexd_columns.insert(maybe_fixed_column);
+                    fixed_columns.insert(maybe_fixed_column);
 
                     const ActionsDAG::Node * maybe_injective = maybe_fixed_column;
                     while (maybe_injective->type == ActionsDAG::ActionType::FUNCTION
@@ -130,7 +130,7 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
                         && maybe_injective->function_base->isInjective({}))
                     {
                         maybe_injective = maybe_injective->children.front();
-                        fiexd_columns.insert(maybe_injective);
+                        fixed_columns.insert(maybe_injective);
                     }
                 }
             }
@@ -364,15 +364,20 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                 auto it = matches.find(child);
                 if (it == matches.end())
                 {
+                    /// If match map does not contain a child, it was not visited.
                     stack.push(Frame{child, {}});
                     break;
                 }
+                /// A node from found match may be nullptr.
+                /// It means that node is visited, but no match was found.
                 frame.mapped_children.push_back(it->second.node);
             }
 
             if (frame.mapped_children.size() < frame.node->children.size())
                 continue;
 
+            /// Create an empty match for current node.
+            /// natch.node will be set if match is found.
             auto & match = matches[frame.node];
 
             if (frame.node->type == ActionsDAG::ActionType::INPUT)
@@ -567,6 +572,9 @@ InputOrderInfoPtr buildInputOrderInfo(
 
         if (!dag)
         {
+            /// This is possible if there were no Expression or Filter steps in Plan.
+            /// Examlpe: SELECT * FROM tab ORDER BY a, b
+
             if (sort_column_node->type != ActionsDAG::ActionType::INPUT)
                 break;
 

From 2720cddeecfe0fb9517e29f64304df8d674f0886 Mon Sep 17 00:00:00 2001
From: Nikolay Degterinsky <evillique@gmail.com>
Date: Wed, 9 Nov 2022 04:28:02 +0000
Subject: [PATCH 054/211] Add support for interactive parameters in INSERT
 VALUES queries

---
 src/Client/ClientBase.cpp                                 | 8 ++++++++
 .../0_stateless/02476_query_parameters_insert.reference   | 1 +
 .../queries/0_stateless/02476_query_parameters_insert.sql | 8 ++++++++
 3 files changed, 17 insertions(+)
 create mode 100644 tests/queries/0_stateless/02476_query_parameters_insert.reference
 create mode 100644 tests/queries/0_stateless/02476_query_parameters_insert.sql

diff --git a/src/Client/ClientBase.cpp b/src/Client/ClientBase.cpp
index 5d7de8ec799..87c92b91d31 100644
--- a/src/Client/ClientBase.cpp
+++ b/src/Client/ClientBase.cpp
@@ -1542,6 +1542,14 @@ void ClientBase::processParsedSingleQuery(const String & full_query, const Strin
                     global_context->applySettingChange(change);
             }
             global_context->resetSettingsToDefaultValue(set_query->default_settings);
+
+            /// Query parameters inside SET queries should be also saved on the client side
+            ///  to override their previous definitions set with --param_* arguments
+            ///  and for substitutions to work inside INSERT ... VALUES queries
+            for (const auto & [name, value] : set_query->query_parameters)
+                query_parameters.insert_or_assign(name, value);
+
+            global_context->addQueryParameters(set_query->query_parameters);
         }
         if (const auto * use_query = parsed_query->as<ASTUseQuery>())
         {
diff --git a/tests/queries/0_stateless/02476_query_parameters_insert.reference b/tests/queries/0_stateless/02476_query_parameters_insert.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/02476_query_parameters_insert.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/02476_query_parameters_insert.sql b/tests/queries/0_stateless/02476_query_parameters_insert.sql
new file mode 100644
index 00000000000..de866ccbc4d
--- /dev/null
+++ b/tests/queries/0_stateless/02476_query_parameters_insert.sql
@@ -0,0 +1,8 @@
+DROP TABLE IF EXISTS 02476_query_parameters_insert;
+CREATE TABLE 02476_query_parameters_insert (x Int32) ENGINE=MergeTree() ORDER BY tuple();
+
+SET param_x = 1;
+INSERT INTO 02476_query_parameters_insert VALUES ({x: Int32});
+SELECT * FROM 02476_query_parameters_insert;
+
+DROP TABLE 02476_query_parameters_insert;

From ee856fc4582c67dc39d234d43b2d854ff6778e21 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 08:01:05 +0000
Subject: [PATCH 055/211] Add table function hudi and deltaLake

---
 src/TableFunctions/TableFunctionDelta.cpp   | 166 ++++++++++++++++++++
 src/TableFunctions/TableFunctionDelta.h     |  44 ++++++
 src/TableFunctions/TableFunctionHudi.cpp    | 166 ++++++++++++++++++++
 src/TableFunctions/TableFunctionHudi.h      |  44 ++++++
 src/TableFunctions/registerTableFunctions.h |   2 +
 5 files changed, 422 insertions(+)
 create mode 100644 src/TableFunctions/TableFunctionDelta.cpp
 create mode 100644 src/TableFunctions/TableFunctionDelta.h
 create mode 100644 src/TableFunctions/TableFunctionHudi.cpp
 create mode 100644 src/TableFunctions/TableFunctionHudi.h

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
new file mode 100644
index 00000000000..4190a9e9a93
--- /dev/null
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -0,0 +1,166 @@
+#include "config.h"
+
+#if USE_AWS_S3
+
+#    include <filesystem>
+#    include <Access/Common/AccessFlags.h>
+#    include <Formats/FormatFactory.h>
+#    include <IO/S3Common.h>
+#    include <Interpreters/Context.h>
+#    include <Interpreters/evaluateConstantExpression.h>
+#    include <Interpreters/parseColumnsListForTableFunction.h>
+#    include <Parsers/ASTLiteral.h>
+#    include <Storages/StorageDelta.h>
+#    include <Storages/StorageURL.h>
+#    include <Storages/checkAndGetLiteralArgument.h>
+#    include <TableFunctions/TableFunctionDelta.h>
+#    include <TableFunctions/TableFunctionFactory.h>
+#    include "registerTableFunctions.h"
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+
+void TableFunctionDelta::parseArgumentsImpl(
+    const String & error_message, ASTs & args, ContextPtr context, StorageS3Configuration & base_configuration)
+{
+    if (args.empty() || args.size() > 6)
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, error_message);
+
+    auto header_it = StorageURL::collectHeaders(args, base_configuration, context);
+    if (header_it != args.end())
+        args.erase(header_it);
+
+    for (auto & arg : args)
+        arg = evaluateConstantExpressionOrIdentifierAsLiteral(arg, context);
+
+    /// Size -> argument indexes
+    static auto size_to_args = std::map<size_t, std::map<String, size_t>>{
+        {1, {{}}},
+        {2, {{"format", 1}}},
+        {5, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"structure", 4}}},
+        {6, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"structure", 4}, {"compression_method", 5}}}};
+
+    std::map<String, size_t> args_to_idx;
+    /// For 4 arguments we support 2 possible variants:
+    /// hudi(source, format, structure, compression_method) and hudi(source, access_key_id, access_key_id, format)
+    /// We can distinguish them by looking at the 2-nd argument: check if it's a format name or not.
+    if (args.size() == 4)
+    {
+        auto second_arg = checkAndGetLiteralArgument<String>(args[1], "format/access_key_id");
+        if (second_arg == "auto" || FormatFactory::instance().getAllFormats().contains(second_arg))
+            args_to_idx = {{"format", 1}, {"structure", 2}, {"compression_method", 3}};
+
+        else
+            args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}};
+    }
+    /// For 3 arguments we support 2 possible variants:
+    /// hudi(source, format, structure) and hudi(source, access_key_id, access_key_id)
+    /// We can distinguish them by looking at the 2-nd argument: check if it's a format name or not.
+    else if (args.size() == 3)
+    {
+        auto second_arg = checkAndGetLiteralArgument<String>(args[1], "format/access_key_id");
+        if (second_arg == "auto" || FormatFactory::instance().getAllFormats().contains(second_arg))
+            args_to_idx = {{"format", 1}, {"structure", 2}};
+        else
+            args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}};
+    }
+    else
+    {
+        args_to_idx = size_to_args[args.size()];
+    }
+
+    /// This argument is always the first
+    base_configuration.url = checkAndGetLiteralArgument<String>(args[0], "url");
+
+    if (args_to_idx.contains("format"))
+        base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx["format"]], "format");
+
+    if (args_to_idx.contains("structure"))
+        base_configuration.structure = checkAndGetLiteralArgument<String>(args[args_to_idx["structure"]], "structure");
+
+    if (args_to_idx.contains("compression_method"))
+        base_configuration.compression_method
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["compression_method"]], "compression_method");
+
+    if (args_to_idx.contains("access_key_id"))
+        base_configuration.auth_settings.access_key_id
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["access_key_id"]], "access_key_id");
+
+    if (args_to_idx.contains("secret_access_key"))
+        base_configuration.auth_settings.secret_access_key
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["secret_access_key"]], "secret_access_key");
+
+    if (base_configuration.format == "auto")
+        base_configuration.format = FormatFactory::instance().getFormatFromFileName(base_configuration.url, true);
+}
+
+void TableFunctionDelta::parseArguments(const ASTPtr & ast_function, ContextPtr context)
+{
+    /// Parse args
+    ASTs & args_func = ast_function->children;
+
+    const auto message = fmt::format(
+        "The signature of table function {} could be the following:\n" \
+        " - url\n" \
+        " - url, format\n" \
+        " - url, format, structure\n" \
+        " - url, access_key_id, secret_access_key\n" \
+        " - url, format, structure, compression_method\n" \
+        " - url, access_key_id, secret_access_key, format\n" \
+        " - url, access_key_id, secret_access_key, format, structure\n" \
+        " - url, access_key_id, secret_access_key, format, structure, compression_method",
+        getName());
+
+    if (args_func.size() != 1)
+        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+    auto & args = args_func.at(0)->children;
+
+    parseArgumentsImpl(message, args, context, configuration);
+}
+
+ColumnsDescription TableFunctionDelta::getActualTableStructure(ContextPtr context) const
+{
+    if (configuration.structure == "auto")
+    {
+        context->checkAccess(getSourceAccessType());
+        return StorageS3::getTableStructureFromData(configuration, false, std::nullopt, context);
+    }
+
+    return parseColumnsListFromString(configuration.structure, context);
+}
+
+StoragePtr TableFunctionDelta::executeImpl(
+    const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+{
+    Poco::URI uri (configuration.url);
+    S3::URI s3_uri (uri);
+
+    ColumnsDescription columns;
+    if (configuration.structure != "auto")
+        columns = parseColumnsListFromString(configuration.structure, context);
+
+    StoragePtr storage = std::make_shared<StorageDelta>(
+        configuration, StorageID(getDatabaseName(), table_name), columns, ConstraintsDescription{}, String{}, context, std::nullopt);
+
+    storage->startup();
+
+    return storage;
+}
+
+
+void registerTableFunctionDelta(TableFunctionFactory & factory)
+{
+    factory.registerFunction<TableFunctionDelta>();
+}
+
+}
+
+#endif
diff --git a/src/TableFunctions/TableFunctionDelta.h b/src/TableFunctions/TableFunctionDelta.h
new file mode 100644
index 00000000000..badfd63f431
--- /dev/null
+++ b/src/TableFunctions/TableFunctionDelta.h
@@ -0,0 +1,44 @@
+#pragma once
+
+#include "config.h"
+
+#if USE_AWS_S3
+
+#include <TableFunctions/ITableFunction.h>
+#include <Storages/ExternalDataSourceConfiguration.h>
+
+
+namespace DB
+{
+
+class Context;
+class TableFunctionS3Cluster;
+
+/* deltaLake(source, [access_key_id, secret_access_key,] format, structure[, compression]) - creates a temporary DeltaLake table on S3.
+ */
+class TableFunctionDelta : public ITableFunction
+{
+public:
+    static constexpr auto name = "deltaLake";
+    std::string getName() const override
+    {
+        return name;
+    }
+
+protected:
+    StoragePtr executeImpl(
+        const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+
+    const char * getStorageTypeName() const override { return name; }
+
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
+
+    static void parseArgumentsImpl(const String & error_message, ASTs & args, ContextPtr context, StorageS3Configuration & configuration);
+
+    StorageS3Configuration configuration;
+};
+
+}
+
+#endif
diff --git a/src/TableFunctions/TableFunctionHudi.cpp b/src/TableFunctions/TableFunctionHudi.cpp
new file mode 100644
index 00000000000..9b9a27aa296
--- /dev/null
+++ b/src/TableFunctions/TableFunctionHudi.cpp
@@ -0,0 +1,166 @@
+#include "config.h"
+
+#if USE_AWS_S3
+
+#    include <filesystem>
+#    include <Access/Common/AccessFlags.h>
+#    include <Formats/FormatFactory.h>
+#    include <IO/S3Common.h>
+#    include <Interpreters/Context.h>
+#    include <Interpreters/evaluateConstantExpression.h>
+#    include <Interpreters/parseColumnsListForTableFunction.h>
+#    include <Parsers/ASTLiteral.h>
+#    include <Storages/StorageHudi.h>
+#    include <Storages/StorageURL.h>
+#    include <Storages/checkAndGetLiteralArgument.h>
+#    include <TableFunctions/TableFunctionFactory.h>
+#    include <TableFunctions/TableFunctionHudi.h>
+#    include "registerTableFunctions.h"
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+
+void TableFunctionHudi::parseArgumentsImpl(
+    const String & error_message, ASTs & args, ContextPtr context, StorageS3Configuration & base_configuration)
+{
+    if (args.empty() || args.size() > 6)
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, error_message);
+
+    auto header_it = StorageURL::collectHeaders(args, base_configuration, context);
+    if (header_it != args.end())
+        args.erase(header_it);
+
+    for (auto & arg : args)
+        arg = evaluateConstantExpressionOrIdentifierAsLiteral(arg, context);
+
+    /// Size -> argument indexes
+    static auto size_to_args = std::map<size_t, std::map<String, size_t>>{
+        {1, {{}}},
+        {2, {{"format", 1}}},
+        {5, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"structure", 4}}},
+        {6, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"structure", 4}, {"compression_method", 5}}}};
+
+    std::map<String, size_t> args_to_idx;
+    /// For 4 arguments we support 2 possible variants:
+    /// hudi(source, format, structure, compression_method) and hudi(source, access_key_id, access_key_id, format)
+    /// We can distinguish them by looking at the 2-nd argument: check if it's a format name or not.
+    if (args.size() == 4)
+    {
+        auto second_arg = checkAndGetLiteralArgument<String>(args[1], "format/access_key_id");
+        if (second_arg == "auto" || FormatFactory::instance().getAllFormats().contains(second_arg))
+            args_to_idx = {{"format", 1}, {"structure", 2}, {"compression_method", 3}};
+
+        else
+            args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}};
+    }
+    /// For 3 arguments we support 2 possible variants:
+    /// hudi(source, format, structure) and hudi(source, access_key_id, access_key_id)
+    /// We can distinguish them by looking at the 2-nd argument: check if it's a format name or not.
+    else if (args.size() == 3)
+    {
+        auto second_arg = checkAndGetLiteralArgument<String>(args[1], "format/access_key_id");
+        if (second_arg == "auto" || FormatFactory::instance().getAllFormats().contains(second_arg))
+            args_to_idx = {{"format", 1}, {"structure", 2}};
+        else
+            args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}};
+    }
+    else
+    {
+        args_to_idx = size_to_args[args.size()];
+    }
+
+    /// This argument is always the first
+    base_configuration.url = checkAndGetLiteralArgument<String>(args[0], "url");
+
+    if (args_to_idx.contains("format"))
+        base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx["format"]], "format");
+
+    if (args_to_idx.contains("structure"))
+        base_configuration.structure = checkAndGetLiteralArgument<String>(args[args_to_idx["structure"]], "structure");
+
+    if (args_to_idx.contains("compression_method"))
+        base_configuration.compression_method
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["compression_method"]], "compression_method");
+
+    if (args_to_idx.contains("access_key_id"))
+        base_configuration.auth_settings.access_key_id
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["access_key_id"]], "access_key_id");
+
+    if (args_to_idx.contains("secret_access_key"))
+        base_configuration.auth_settings.secret_access_key
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["secret_access_key"]], "secret_access_key");
+
+    if (base_configuration.format == "auto")
+        base_configuration.format = FormatFactory::instance().getFormatFromFileName(base_configuration.url, true);
+}
+
+void TableFunctionHudi::parseArguments(const ASTPtr & ast_function, ContextPtr context)
+{
+    /// Parse args
+    ASTs & args_func = ast_function->children;
+
+    const auto message = fmt::format(
+        "The signature of table function {} could be the following:\n" \
+        " - url\n" \
+        " - url, format\n" \
+        " - url, format, structure\n" \
+        " - url, access_key_id, secret_access_key\n" \
+        " - url, format, structure, compression_method\n" \
+        " - url, access_key_id, secret_access_key, format\n" \
+        " - url, access_key_id, secret_access_key, format, structure\n" \
+        " - url, access_key_id, secret_access_key, format, structure, compression_method",
+        getName());
+
+    if (args_func.size() != 1)
+        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+    auto & args = args_func.at(0)->children;
+
+    parseArgumentsImpl(message, args, context, configuration);
+}
+
+ColumnsDescription TableFunctionHudi::getActualTableStructure(ContextPtr context) const
+{
+    if (configuration.structure == "auto")
+    {
+        context->checkAccess(getSourceAccessType());
+        return StorageS3::getTableStructureFromData(configuration, false, std::nullopt, context);
+    }
+
+    return parseColumnsListFromString(configuration.structure, context);
+}
+
+StoragePtr TableFunctionHudi::executeImpl(
+    const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+{
+    Poco::URI uri (configuration.url);
+    S3::URI s3_uri (uri);
+
+    ColumnsDescription columns;
+    if (configuration.structure != "auto")
+        columns = parseColumnsListFromString(configuration.structure, context);
+
+    StoragePtr storage = std::make_shared<StorageHudi>(
+        configuration, StorageID(getDatabaseName(), table_name), columns, ConstraintsDescription{}, String{}, context, std::nullopt);
+
+    storage->startup();
+
+    return storage;
+}
+
+
+void registerTableFunctionHudi(TableFunctionFactory & factory)
+{
+    factory.registerFunction<TableFunctionHudi>();
+}
+
+}
+
+#endif
diff --git a/src/TableFunctions/TableFunctionHudi.h b/src/TableFunctions/TableFunctionHudi.h
new file mode 100644
index 00000000000..a370bca8c45
--- /dev/null
+++ b/src/TableFunctions/TableFunctionHudi.h
@@ -0,0 +1,44 @@
+#pragma once
+
+#include "config.h"
+
+#if USE_AWS_S3
+
+#include <TableFunctions/ITableFunction.h>
+#include <Storages/ExternalDataSourceConfiguration.h>
+
+
+namespace DB
+{
+
+class Context;
+class TableFunctionS3Cluster;
+
+/* hudi(source, [access_key_id, secret_access_key,] format, structure[, compression]) - creates a temporary Hudi table on S3.
+ */
+class TableFunctionHudi : public ITableFunction
+{
+public:
+    static constexpr auto name = "hudi";
+    std::string getName() const override
+    {
+        return name;
+    }
+
+protected:
+    StoragePtr executeImpl(
+        const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+
+    const char * getStorageTypeName() const override { return name; }
+
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
+
+    static void parseArgumentsImpl(const String & error_message, ASTs & args, ContextPtr context, StorageS3Configuration & configuration);
+
+    StorageS3Configuration configuration;
+};
+
+}
+
+#endif
diff --git a/src/TableFunctions/registerTableFunctions.h b/src/TableFunctions/registerTableFunctions.h
index 3bc9e3a85da..e1d93cfa0f5 100644
--- a/src/TableFunctions/registerTableFunctions.h
+++ b/src/TableFunctions/registerTableFunctions.h
@@ -24,6 +24,8 @@ void registerTableFunctionMeiliSearch(TableFunctionFactory & factory);
 void registerTableFunctionS3(TableFunctionFactory & factory);
 void registerTableFunctionS3Cluster(TableFunctionFactory & factory);
 void registerTableFunctionCOS(TableFunctionFactory & factory);
+void registerTableFunctionHudi(TableFunctionFactory & factory);
+void registerTableFunctionDelta(TableFunctionFactory & factory);
 #endif
 
 #if USE_HDFS

From 5eafe3fc46d38c8568c7c5f69ed689f2fb646c10 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 08:03:32 +0000
Subject: [PATCH 056/211] fix comment

---
 src/TableFunctions/TableFunctionDelta.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index 4190a9e9a93..6153754170a 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -49,7 +49,7 @@ void TableFunctionDelta::parseArgumentsImpl(
 
     std::map<String, size_t> args_to_idx;
     /// For 4 arguments we support 2 possible variants:
-    /// hudi(source, format, structure, compression_method) and hudi(source, access_key_id, access_key_id, format)
+    /// deltaLake(source, format, structure, compression_method) and deltaLake(source, access_key_id, access_key_id, format)
     /// We can distinguish them by looking at the 2-nd argument: check if it's a format name or not.
     if (args.size() == 4)
     {
@@ -61,7 +61,7 @@ void TableFunctionDelta::parseArgumentsImpl(
             args_to_idx = {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}};
     }
     /// For 3 arguments we support 2 possible variants:
-    /// hudi(source, format, structure) and hudi(source, access_key_id, access_key_id)
+    /// deltaLake(source, format, structure) and deltaLake(source, access_key_id, access_key_id)
     /// We can distinguish them by looking at the 2-nd argument: check if it's a format name or not.
     else if (args.size() == 3)
     {

From 75d3907e79a099a089fad30704a745f9f0dec981 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 17:10:57 +0800
Subject: [PATCH 057/211] Update src/TableFunctions/TableFunctionDelta.cpp

Co-authored-by: Antonio Andelic <antonio2368@users.noreply.github.com>
---
 src/TableFunctions/TableFunctionDelta.cpp | 22 ++++++----------------
 1 file changed, 6 insertions(+), 16 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index 6153754170a..5049242d6ec 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -79,23 +79,13 @@ void TableFunctionDelta::parseArgumentsImpl(
     /// This argument is always the first
     base_configuration.url = checkAndGetLiteralArgument<String>(args[0], "url");
 
-    if (args_to_idx.contains("format"))
-        base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx["format"]], "format");
+    static constexpr std::array possible_args{"format", "structure", "compression_method", "access_key_id", "secret_access_key"};
 
-    if (args_to_idx.contains("structure"))
-        base_configuration.structure = checkAndGetLiteralArgument<String>(args[args_to_idx["structure"]], "structure");
-
-    if (args_to_idx.contains("compression_method"))
-        base_configuration.compression_method
-            = checkAndGetLiteralArgument<String>(args[args_to_idx["compression_method"]], "compression_method");
-
-    if (args_to_idx.contains("access_key_id"))
-        base_configuration.auth_settings.access_key_id
-            = checkAndGetLiteralArgument<String>(args[args_to_idx["access_key_id"]], "access_key_id");
-
-    if (args_to_idx.contains("secret_access_key"))
-        base_configuration.auth_settings.secret_access_key
-            = checkAndGetLiteralArgument<String>(args[args_to_idx["secret_access_key"]], "secret_access_key");
+    for (const auto * possible_arg : possible_args)
+    {
+        if (args_to_idx.contains(possible_arg))
+            base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx[possible_arg]], possible_arg);
+    }
 
     if (base_configuration.format == "auto")
         base_configuration.format = FormatFactory::instance().getFormatFromFileName(base_configuration.url, true);

From b7cb7ab6db0d123663cfd87de70b87d9a3f5247d Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 17:11:11 +0800
Subject: [PATCH 058/211] Update src/TableFunctions/TableFunctionDelta.cpp

Co-authored-by: Antonio Andelic <antonio2368@users.noreply.github.com>
---
 src/TableFunctions/TableFunctionDelta.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index 5049242d6ec..03efd4f04df 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -130,8 +130,8 @@ ColumnsDescription TableFunctionDelta::getActualTableStructure(ContextPtr contex
 StoragePtr TableFunctionDelta::executeImpl(
     const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
-    Poco::URI uri (configuration.url);
-    S3::URI s3_uri (uri);
+    Poco::URI uri(configuration.url);
+    S3::URI s3_uri(uri);
 
     ColumnsDescription columns;
     if (configuration.structure != "auto")

From 1a8dd85a4892d08596e4b6a53b34d63cf35d6106 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 17:11:20 +0800
Subject: [PATCH 059/211] Update src/TableFunctions/TableFunctionDelta.cpp

Co-authored-by: Antonio Andelic <antonio2368@users.noreply.github.com>
---
 src/TableFunctions/TableFunctionDelta.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index 03efd4f04df..c088c713f1b 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -109,7 +109,7 @@ void TableFunctionDelta::parseArguments(const ASTPtr & ast_function, ContextPtr
         getName());
 
     if (args_func.size() != 1)
-        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Table function '{}' must have arguments.", getName());
 
     auto & args = args_func.at(0)->children;
 

From 592f6b31d973785668d43911a93f37c932e4ccc6 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 10:04:53 +0000
Subject: [PATCH 060/211] fix and add test

---
 src/TableFunctions/TableFunctionDelta.cpp    | 24 ++++++++++++++------
 src/TableFunctions/TableFunctionHudi.cpp     |  6 ++---
 src/TableFunctions/TableFunctionS3.cpp       |  4 ++--
 tests/integration/test_storage_delta/test.py |  5 ++++
 tests/integration/test_storage_hudi/test.py  | 11 +++++++++
 5 files changed, 38 insertions(+), 12 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index c088c713f1b..8456878be76 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -79,13 +79,23 @@ void TableFunctionDelta::parseArgumentsImpl(
     /// This argument is always the first
     base_configuration.url = checkAndGetLiteralArgument<String>(args[0], "url");
 
-    static constexpr std::array possible_args{"format", "structure", "compression_method", "access_key_id", "secret_access_key"};
+    if (args_to_idx.contains("format"))
+        base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx["format"]], "format");
 
-    for (const auto * possible_arg : possible_args)
-    {
-        if (args_to_idx.contains(possible_arg))
-            base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx[possible_arg]], possible_arg);
-    }
+    if (args_to_idx.contains("structure"))
+        base_configuration.structure = checkAndGetLiteralArgument<String>(args[args_to_idx["structure"]], "structure");
+
+    if (args_to_idx.contains("compression_method"))
+        base_configuration.compression_method
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["compression_method"]], "compression_method");
+
+    if (args_to_idx.contains("access_key_id"))
+        base_configuration.auth_settings.access_key_id
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["access_key_id"]], "access_key_id");
+
+    if (args_to_idx.contains("secret_access_key"))
+        base_configuration.auth_settings.secret_access_key
+            = checkAndGetLiteralArgument<String>(args[args_to_idx["secret_access_key"]], "secret_access_key");
 
     if (base_configuration.format == "auto")
         base_configuration.format = FormatFactory::instance().getFormatFromFileName(base_configuration.url, true);
@@ -109,7 +119,7 @@ void TableFunctionDelta::parseArguments(const ASTPtr & ast_function, ContextPtr
         getName());
 
     if (args_func.size() != 1)
-        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Table function '{}' must have arguments.", getName());
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Table function '{}' must have arguments", getName());
 
     auto & args = args_func.at(0)->children;
 
diff --git a/src/TableFunctions/TableFunctionHudi.cpp b/src/TableFunctions/TableFunctionHudi.cpp
index 9b9a27aa296..6be5dc2d089 100644
--- a/src/TableFunctions/TableFunctionHudi.cpp
+++ b/src/TableFunctions/TableFunctionHudi.cpp
@@ -119,7 +119,7 @@ void TableFunctionHudi::parseArguments(const ASTPtr & ast_function, ContextPtr c
         getName());
 
     if (args_func.size() != 1)
-        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Table function '{}' must have arguments", getName());
 
     auto & args = args_func.at(0)->children;
 
@@ -140,8 +140,8 @@ ColumnsDescription TableFunctionHudi::getActualTableStructure(ContextPtr context
 StoragePtr TableFunctionHudi::executeImpl(
     const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
-    Poco::URI uri (configuration.url);
-    S3::URI s3_uri (uri);
+    Poco::URI uri(configuration.url);
+    S3::URI s3_uri(uri);
 
     ColumnsDescription columns;
     if (configuration.structure != "auto")
diff --git a/src/TableFunctions/TableFunctionS3.cpp b/src/TableFunctions/TableFunctionS3.cpp
index 4c0b5352545..ee1460a283c 100644
--- a/src/TableFunctions/TableFunctionS3.cpp
+++ b/src/TableFunctions/TableFunctionS3.cpp
@@ -148,8 +148,8 @@ ColumnsDescription TableFunctionS3::getActualTableStructure(ContextPtr context)
 
 StoragePtr TableFunctionS3::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
-    Poco::URI uri (configuration.url);
-    S3::URI s3_uri (uri);
+    Poco::URI uri(configuration.url);
+    S3::URI s3_uri(uri);
 
     ColumnsDescription columns;
     if (configuration.structure != "auto")
diff --git a/tests/integration/test_storage_delta/test.py b/tests/integration/test_storage_delta/test.py
index 76dab554a57..89a29a2afe9 100644
--- a/tests/integration/test_storage_delta/test.py
+++ b/tests/integration/test_storage_delta/test.py
@@ -126,7 +126,12 @@ def test_select_query(started_cluster):
     run_query(instance, create_query)
 
     select_query = "SELECT {} FROM deltalake FORMAT TSV"
+    select_table_function_query = f"""SELECT {} FROM deltaLake('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"""
 
     for column_name in columns:
         result = run_query(instance, select_query.format(column_name)).splitlines()
         assert len(result) > 0
+
+    for column_name in columns:
+        result = run_query(instance, select_table_function_query.format(column_name)).splitlines()
+        assert len(result) > 0
diff --git a/tests/integration/test_storage_hudi/test.py b/tests/integration/test_storage_hudi/test.py
index 549421afd89..bf0955b2c25 100644
--- a/tests/integration/test_storage_hudi/test.py
+++ b/tests/integration/test_storage_hudi/test.py
@@ -133,15 +133,25 @@ def test_select_query(started_cluster):
 
     select_query = "SELECT {} FROM hudi FORMAT TSV"
 
+    select_table_function_query = f"""SELECT {} FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"""
+
     for column_name in columns:
         result = run_query(instance, select_query.format(column_name)).splitlines()
         assert len(result) > 0
 
+    for column_name in columns:
+        result = run_query(instance, select_table_function_query.format(column_name)).splitlines()
+        assert len(result) > 0
+
     # test if all partition paths is presented in result
     distinct_select_query = (
         "SELECT DISTINCT partitionpath FROM hudi ORDER BY partitionpath FORMAT TSV"
     )
+
+    distinct_select_table_function_query = f"""SELECT DISTINCT partitionpath FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123') ORDER BY partitionpath FORMAT TSV"""
+
     result = run_query(instance, distinct_select_query)
+    result_table_function = run_query(instance, distinct_select_query)
     expected = [
         "americas/brazil/sao_paulo",
         "americas/united_states/san_francisco",
@@ -149,3 +159,4 @@ def test_select_query(started_cluster):
     ]
 
     assert TSV(result) == TSV(expected)
+    assert TSV(result_table_function) == TSV(expected)

From c226a3cc9a828750dcc995b155ccc61f3ea97881 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 12:32:12 +0000
Subject: [PATCH 061/211] fix style

---
 tests/integration/test_storage_delta/test.py | 2 +-
 tests/integration/test_storage_hudi/test.py  | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/integration/test_storage_delta/test.py b/tests/integration/test_storage_delta/test.py
index 89a29a2afe9..4016b821193 100644
--- a/tests/integration/test_storage_delta/test.py
+++ b/tests/integration/test_storage_delta/test.py
@@ -126,7 +126,7 @@ def test_select_query(started_cluster):
     run_query(instance, create_query)
 
     select_query = "SELECT {} FROM deltalake FORMAT TSV"
-    select_table_function_query = f"""SELECT {} FROM deltaLake('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"""
+    select_table_function_query = "SELECT {} FROM deltaLake('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"
 
     for column_name in columns:
         result = run_query(instance, select_query.format(column_name)).splitlines()
diff --git a/tests/integration/test_storage_hudi/test.py b/tests/integration/test_storage_hudi/test.py
index bf0955b2c25..17aec25a8f7 100644
--- a/tests/integration/test_storage_hudi/test.py
+++ b/tests/integration/test_storage_hudi/test.py
@@ -133,7 +133,7 @@ def test_select_query(started_cluster):
 
     select_query = "SELECT {} FROM hudi FORMAT TSV"
 
-    select_table_function_query = f"""SELECT {} FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"""
+    select_table_function_query = "SELECT {} FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"
 
     for column_name in columns:
         result = run_query(instance, select_query.format(column_name)).splitlines()
@@ -148,7 +148,7 @@ def test_select_query(started_cluster):
         "SELECT DISTINCT partitionpath FROM hudi ORDER BY partitionpath FORMAT TSV"
     )
 
-    distinct_select_table_function_query = f"""SELECT DISTINCT partitionpath FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123') ORDER BY partitionpath FORMAT TSV"""
+    distinct_select_table_function_query = "SELECT DISTINCT partitionpath FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123') ORDER BY partitionpath FORMAT TSV"
 
     result = run_query(instance, distinct_select_query)
     result_table_function = run_query(instance, distinct_select_query)

From 0ffdf3e0c70e1c42031a284b69c3c778146b2899 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Wed, 9 Nov 2022 12:42:13 +0000
Subject: [PATCH 062/211] fix style

---
 tests/integration/test_storage_delta/test.py | 4 +++-
 tests/integration/test_storage_hudi/test.py  | 4 +++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/tests/integration/test_storage_delta/test.py b/tests/integration/test_storage_delta/test.py
index 4016b821193..98e06d0792b 100644
--- a/tests/integration/test_storage_delta/test.py
+++ b/tests/integration/test_storage_delta/test.py
@@ -133,5 +133,7 @@ def test_select_query(started_cluster):
         assert len(result) > 0
 
     for column_name in columns:
-        result = run_query(instance, select_table_function_query.format(column_name)).splitlines()
+        result = run_query(
+            instance, select_table_function_query.format(column_name)
+        ).splitlines()
         assert len(result) > 0
diff --git a/tests/integration/test_storage_hudi/test.py b/tests/integration/test_storage_hudi/test.py
index 17aec25a8f7..b328c9f2c3a 100644
--- a/tests/integration/test_storage_hudi/test.py
+++ b/tests/integration/test_storage_hudi/test.py
@@ -140,7 +140,9 @@ def test_select_query(started_cluster):
         assert len(result) > 0
 
     for column_name in columns:
-        result = run_query(instance, select_table_function_query.format(column_name)).splitlines()
+        result = run_query(
+            instance, select_table_function_query.format(column_name)
+        ).splitlines()
         assert len(result) > 0
 
     # test if all partition paths is presented in result

From e94e087187c74c1b88c0772635f3186448990844 Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Wed, 9 Nov 2022 14:08:16 +0100
Subject: [PATCH 063/211] Add generic named collections class and factory

---
 src/Common/ErrorCodes.cpp                     |   1 +
 src/Storages/NamedCollections.cpp             | 272 ++++++++++++++++++
 src/Storages/NamedCollections.h               | 120 ++++++++
 .../tests/gtest_named_collections.cpp         |  75 +++++
 4 files changed, 468 insertions(+)
 create mode 100644 src/Storages/NamedCollections.cpp
 create mode 100644 src/Storages/NamedCollections.h
 create mode 100644 src/Storages/tests/gtest_named_collections.cpp

diff --git a/src/Common/ErrorCodes.cpp b/src/Common/ErrorCodes.cpp
index e80ad5c141a..26f837f9fe5 100644
--- a/src/Common/ErrorCodes.cpp
+++ b/src/Common/ErrorCodes.cpp
@@ -637,6 +637,7 @@
     M(666, CANNOT_USE_CACHE) \
     M(667, NOT_INITIALIZED) \
     M(668, INVALID_STATE) \
+    M(669, UNKNOWN_NAMED_COLLECTION) \
     \
     M(999, KEEPER_EXCEPTION) \
     M(1000, POCO_EXCEPTION) \
diff --git a/src/Storages/NamedCollections.cpp b/src/Storages/NamedCollections.cpp
new file mode 100644
index 00000000000..94870507b59
--- /dev/null
+++ b/src/Storages/NamedCollections.cpp
@@ -0,0 +1,272 @@
+#include "NamedCollections.h"
+
+#include <Common/assert_cast.h>
+#include <Interpreters/Context.h>
+#include <Interpreters/evaluateConstantExpression.h>
+#include <Parsers/ASTIdentifier.h>
+#include <Parsers/ASTFunction.h>
+#include <Parsers/ASTLiteral.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include <IO/WriteBufferFromString.h>
+#include <IO/Operators.h>
+#include <ranges>
+
+
+namespace DB
+{
+
+static constexpr auto NAMED_COLLECTIONS_CONFIG_PREFIX = "named_collections.";
+
+namespace ErrorCodes
+{
+    extern const int UNKNOWN_NAMED_COLLECTION;
+}
+
+namespace
+{
+    std::string getCollectionPrefix(const std::string & collection_name)
+    {
+        return NAMED_COLLECTIONS_CONFIG_PREFIX + collection_name;
+    }
+}
+
+NamedCollectionFactory & NamedCollectionFactory::instance()
+{
+    static NamedCollectionFactory instance;
+    return instance;
+}
+
+void NamedCollectionFactory::initialize(const Poco::Util::AbstractConfiguration & server_config)
+{
+    std::lock_guard lock(mutex);
+    if (is_initialized)
+    {
+        throw Exception(
+            ErrorCodes::LOGICAL_ERROR,
+            "Named collection factory is already initialzied");
+    }
+
+    config = &server_config;
+    is_initialized = true;
+}
+
+void NamedCollectionFactory::assertInitialized(std::lock_guard<std::mutex> & /* lock */) const
+{
+    if (!is_initialized)
+    {
+        throw Exception(
+            ErrorCodes::LOGICAL_ERROR,
+            "Named collection factory must be initialized before used");
+    }
+}
+
+bool NamedCollectionFactory::exists(const std::string & collection_name) const
+{
+    std::lock_guard lock(mutex);
+    assertInitialized(lock);
+    return config->has(getCollectionPrefix(collection_name));
+}
+
+NamedCollectionPtr NamedCollectionFactory::get(
+    const std::string & collection_name,
+    const NamedCollectionInfo & collection_info) const
+{
+    std::lock_guard lock(mutex);
+    assertInitialized(lock);
+
+    if (!exists(collection_name))
+        throw Exception(
+            ErrorCodes::UNKNOWN_NAMED_COLLECTION,
+            "There is no named collection `{}` in config",
+            collection_name);
+
+    return getImpl(collection_name, collection_info, lock);
+}
+
+NamedCollectionPtr NamedCollectionFactory::tryGet(
+    const std::string & collection_name,
+    const NamedCollectionInfo & collection_info) const
+{
+    std::lock_guard lock(mutex);
+    assertInitialized(lock);
+
+    if (!exists(collection_name))
+        return nullptr;
+
+    return getImpl(collection_name, collection_info, lock);
+}
+
+NamedCollectionPtr NamedCollectionFactory::getImpl(
+    const std::string & collection_name,
+    const NamedCollectionInfo & collection_info,
+    std::lock_guard<std::mutex> & /* lock */) const
+{
+    auto it = named_collections.find(collection_name);
+    if (it == named_collections.end())
+    {
+        const auto collection_prefix = getCollectionPrefix(collection_name);
+        const auto collection_view = config->createView(collection_prefix);
+
+        auto collection = std::make_unique<NamedCollection>();
+        collection->initialize(*collection_view, collection_info);
+        it = named_collections.emplace(collection_name, std::move(collection)).first;
+    }
+    return it->second;
+}
+
+struct NamedCollection::Impl
+{
+    std::unordered_map<Key, Value> collection;
+
+    ImplPtr copy() const
+    {
+        auto impl = std::make_unique<Impl>();
+        impl->collection = collection;
+        return impl;
+    }
+
+    Value get(const Key & key) const
+    {
+        auto it = collection.find(key);
+        if (it == collection.end())
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "There is no key: {}", key);
+        return it->second;
+    }
+
+    void replace(const Key & key, const Value & value)
+    {
+        auto it = collection.find(key);
+        if (it == collection.end())
+            collection.emplace(key, value);
+        else
+            it->second = value;
+    }
+
+    void initialize(
+        const Poco::Util::AbstractConfiguration & config,
+        const NamedCollectionInfo & collection_info)
+    {
+        for (const auto & [key, key_info] : collection_info)
+        {
+            const auto & default_value = key_info.default_value;
+            const bool has_value = config.has(key);
+
+            if (!default_value && !has_value)
+                continue;
+
+            Field value;
+            switch (key_info.type)
+            {
+                case Field::Types::Which::String:
+                    value = has_value ? config.getString(key) : default_value->get<String>();
+                    break;
+                case Field::Types::Which::UInt64:
+                    value = has_value ? config.getUInt64(key) : default_value->get<UInt64>();
+                    break;
+                case Field::Types::Which::Int64:
+                    value = has_value ? config.getInt64(key) : default_value->get<Int64>();
+                    break;
+                case Field::Types::Which::Float64:
+                    value = has_value ? config.getDouble(key) : default_value->get<Float64>();
+                    break;
+                default:
+                    throw Exception(
+                        ErrorCodes::BAD_ARGUMENTS, "Unsupported type: {}", toString(key_info.type));
+            }
+
+            collection.emplace(key, value);
+        }
+    }
+
+    static void validate(
+        const Poco::Util::AbstractConfiguration & config,
+        const NamedCollectionInfo & collection_info)
+    {
+        Poco::Util::AbstractConfiguration::Keys config_keys;
+        config.keys("", config_keys);
+
+        auto get_suggestion = [&](bool only_required_keys)
+        {
+            std::string suggestion;
+            for (const auto & [key, info] : collection_info)
+            {
+                if (only_required_keys && info.is_required)
+                    continue;
+
+                if (!suggestion.empty())
+                    suggestion += ", ";
+
+                suggestion += key;
+            }
+            return suggestion;
+        };
+
+        std::set<NamedCollection::Key> required_keys;
+        for (const auto & [key, info] : collection_info)
+        {
+            if (info.is_required)
+                required_keys.insert(key);
+        }
+
+        for (const auto & key : config_keys)
+        {
+            if (!collection_info.contains(key))
+            {
+                throw Exception(
+                    ErrorCodes::BAD_ARGUMENTS,
+                    "Unknown key `{}`, expected one of: {}",
+                    key, get_suggestion(false));
+            }
+            required_keys.erase(key);
+        }
+
+        if (!required_keys.empty())
+        {
+            throw Exception(
+                ErrorCodes::BAD_ARGUMENTS,
+                "Keys `{}` are required, but was not found in config. List of required keys: {}",
+                fmt::join(required_keys, ", "), get_suggestion(true));
+        }
+    }
+};
+
+NamedCollection::NamedCollection()
+{
+    pimpl =  std::make_unique<Impl>();
+}
+
+NamedCollection::NamedCollection(ImplPtr pimpl_)
+{
+    pimpl = std::move(pimpl_);
+}
+
+NamedCollection::Value NamedCollection::get(const Key & key) const
+{
+    return pimpl->get(key);
+}
+
+std::shared_ptr<NamedCollection> NamedCollection::copy() const
+{
+    return std::make_shared<NamedCollection>(pimpl->copy());
+}
+
+void NamedCollection::validate(
+    const Poco::Util::AbstractConfiguration & config,
+    const NamedCollectionInfo & collection_info) const
+{
+    pimpl->validate(config, collection_info);
+}
+
+void NamedCollection::initialize(
+    const Poco::Util::AbstractConfiguration & config,
+    const NamedCollectionInfo & collection_info)
+{
+    pimpl->initialize(config, collection_info);
+}
+
+void NamedCollection::replace(const Key & key, const Value & value)
+{
+    pimpl->replace(key, value);
+}
+
+}
diff --git a/src/Storages/NamedCollections.h b/src/Storages/NamedCollections.h
new file mode 100644
index 00000000000..870d167889d
--- /dev/null
+++ b/src/Storages/NamedCollections.h
@@ -0,0 +1,120 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <Poco/Util/AbstractConfiguration.h>
+
+
+namespace DB
+{
+
+class NamedCollection;
+using NamedCollectionPtr = std::shared_ptr<const NamedCollection>;
+struct NamedCollectionValueInfo;
+using NamedCollectionInfo = std::unordered_map<std::string, NamedCollectionValueInfo>;
+
+/**
+ * A factory of immutable named collections.
+ * Named collections are defined in server config as arbitrary
+ * structure configurations:
+ * <named_collections>
+ *     <collection1>
+ *         ...
+ *     </collection1>
+ *     ...
+ * </named_collections>
+ * In order to get a named collection, you need to know it's name
+ * and expected structure of the collection defined as NamedCollectionInfo.
+ */
+class NamedCollectionFactory : boost::noncopyable
+{
+public:
+    void initialize(const Poco::Util::AbstractConfiguration & server_config);
+
+    bool exists(const std::string & collection_name) const;
+
+    NamedCollectionPtr get(
+        const std::string & collection_name,
+        const NamedCollectionInfo & collection_info) const;
+
+    NamedCollectionPtr tryGet(
+        const std::string & collection_name,
+        const NamedCollectionInfo & collection_info) const;
+
+    static NamedCollectionFactory & instance();
+
+private:
+    NamedCollectionPtr getImpl(
+        const std::string & collection_name,
+        const NamedCollectionInfo & collection_info,
+        std::lock_guard<std::mutex> & lock) const;
+
+    using NamedCollections = std::unordered_map<std::string, NamedCollectionPtr>;
+    mutable NamedCollections named_collections;
+
+private:
+    const Poco::Util::AbstractConfiguration * config;
+
+    void assertInitialized(std::lock_guard<std::mutex> & lock) const;
+
+    bool is_initialized = false;
+    mutable std::mutex mutex;
+};
+
+
+class NamedCollection
+{
+friend class NamedCollectionFactory;
+
+private:
+    struct Impl;
+    using ImplPtr = std::unique_ptr<Impl>;
+
+    ImplPtr pimpl;
+
+public:
+    using Key = std::string;
+    using Value = Field;
+
+    Value get(const Key & key) const;
+
+    void replace(const Key & key, const Value & value);
+
+    /// Copy current named collection to allow modification as
+    /// NamedConnectionFactory returns immutable collections.
+    std::shared_ptr<NamedCollection> copy() const;
+
+    NamedCollection();
+    explicit NamedCollection(ImplPtr pimpl_);
+
+protected:
+    /// Initialize from config. `config` must be a view to the required collection,
+    /// e.g. the root of `config` is the root of collection.
+    void initialize(
+        const Poco::Util::AbstractConfiguration & config,
+        const NamedCollectionInfo & collection_info);
+
+    /// Validate named collection in config.
+    /// Throws exception if named collection keys in config are not the same as
+    /// expected (contains unknown keys or misses required keys)
+    void validate(
+        const Poco::Util::AbstractConfiguration & config,
+        const NamedCollectionInfo & collection_info) const;
+};
+
+
+/**
+ * Named collection info which allows to parse config.
+ * Contains a mapping key_path -> value_info.
+ */
+struct NamedCollectionValueInfo
+{
+    /// Type of the value. One of: String, UInt64, Int64, Double.
+    Field::Types::Which type;
+    /// Optional default value for the case if there is no such key in config.
+    std::optional<NamedCollection::Value> default_value;
+    /// Is this value required or optional? Throw exception if the value is
+    /// required, but is not specified in config.
+    bool is_required = true;
+};
+
+}
diff --git a/src/Storages/tests/gtest_named_collections.cpp b/src/Storages/tests/gtest_named_collections.cpp
new file mode 100644
index 00000000000..669e7bae25b
--- /dev/null
+++ b/src/Storages/tests/gtest_named_collections.cpp
@@ -0,0 +1,75 @@
+#include <Common/tests/gtest_global_context.h>
+#include <Storages/NamedCollections.h>
+#include <Poco/Util/XMLConfiguration.h>
+#include <Poco/DOM/DOMParser.h>
+#include <gtest/gtest.h>
+
+using namespace DB;
+
+TEST(NamedCollections, Simple)
+{
+    std::string xml(R"CONFIG(<clickhouse>
+    <named_collections>
+        <collection1>
+            <key1>value1</key1>
+            <key2>2</key2>
+            <key3>-3</key3>
+            <key4>4.4</key4>
+        </collection1>
+        <collection2>
+            <key4>value4</key4>
+            <key5>5</key5>
+            <key6>6.6</key6>
+        </collection2>
+    </named_collections>
+</clickhouse>)CONFIG");
+
+    Poco::XML::DOMParser dom_parser;
+    Poco::AutoPtr<Poco::XML::Document> document = dom_parser.parseString(xml);
+    Poco::AutoPtr<Poco::Util::XMLConfiguration> config = new Poco::Util::XMLConfiguration(document);
+
+    NamedCollectionFactory::instance().initialize(*config);
+
+    ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection1"));
+    ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection2"));
+    ASSERT_TRUE(NamedCollectionFactory::instance().tryGet("collection3", {}) == nullptr);
+
+    using ValueInfo = NamedCollectionValueInfo;
+    ValueInfo string_def{Field::Types::Which::String, std::nullopt, true};
+    ValueInfo uint_def{Field::Types::Which::UInt64, std::nullopt, true};
+    ValueInfo int_def{Field::Types::Which::Int64, std::nullopt, true};
+    ValueInfo double_def{Field::Types::Which::Float64, std::nullopt, true};
+
+    NamedCollectionInfo collection1_info;
+    collection1_info.emplace("key1", string_def);
+    collection1_info.emplace("key2", uint_def);
+    collection1_info.emplace("key3", int_def);
+    collection1_info.emplace("key4", double_def);
+
+    auto collection1 = NamedCollectionFactory::instance().get("collection1", collection1_info);
+    ASSERT_TRUE(collection1 != nullptr);
+
+    ASSERT_TRUE(collection1->get("key1").safeGet<String>() == "value1");
+    ASSERT_TRUE(collection1->get("key2").safeGet<UInt64>() == 2);
+    ASSERT_TRUE(collection1->get("key3").safeGet<Int64>() == -3);
+    ASSERT_TRUE(collection1->get("key4").safeGet<Float64>() == 4.4);
+
+    NamedCollectionInfo collection2_info;
+    collection2_info.emplace("key4", string_def);
+    collection2_info.emplace("key5", uint_def);
+    collection2_info.emplace("key6", double_def);
+
+    auto collection2 = NamedCollectionFactory::instance().get("collection2", collection2_info);
+    ASSERT_TRUE(collection2 != nullptr);
+
+    ASSERT_TRUE(collection2->get("key4").safeGet<String>() == "value4");
+    ASSERT_TRUE(collection2->get("key5").safeGet<UInt64>() == 5);
+    ASSERT_TRUE(collection2->get("key6").safeGet<Int64>() == 6.6);
+
+    auto mutable_collection2 = collection2->copy();
+    mutable_collection2->replace("key4", UInt64(4));
+    mutable_collection2->replace("key7", "value7");
+
+    ASSERT_TRUE(mutable_collection2->get("key4").safeGet<UInt64>() == 4);
+    ASSERT_TRUE(mutable_collection2->get("key7").safeGet<String>() == "value7");
+}

From 997881c7f7154bf1b19d56a899cc550e64cd93f7 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 9 Nov 2022 16:07:38 +0000
Subject: [PATCH 064/211] Review fixes.

---
 src/Interpreters/InterpreterSelectQuery.cpp   | 27 +--------
 src/Planner/Planner.cpp                       | 18 +-----
 src/Planner/PlannerJoinTree.cpp               |  9 +--
 .../QueryPlan/Optimizations/Optimizations.h   | 10 +++-
 .../Optimizations/distinctReadInOrder.cpp     | 12 ++--
 .../Optimizations/optimizeReadInOrder.cpp     | 58 +++++++++----------
 .../QueryPlan/ReadFromMergeTree.cpp           | 10 +++-
 src/Processors/QueryPlan/SortingStep.cpp      | 20 ++++++-
 src/Processors/QueryPlan/SortingStep.h        |  3 +
 9 files changed, 77 insertions(+), 90 deletions(-)

diff --git a/src/Interpreters/InterpreterSelectQuery.cpp b/src/Interpreters/InterpreterSelectQuery.cpp
index 8cfa902ae04..dd3267361e2 100644
--- a/src/Interpreters/InterpreterSelectQuery.cpp
+++ b/src/Interpreters/InterpreterSelectQuery.cpp
@@ -1447,14 +1447,7 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, std::optional<P
                         for (const auto & key_name : key_names)
                             order_descr.emplace_back(key_name);
 
-                        SortingStep::Settings sort_settings;
-                        sort_settings.max_block_size = settings.max_block_size;
-                        sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
-                        sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
-                        sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
-                        sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
-                        sort_settings.tmp_data = context->getTempDataOnDisk();
-                        sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+                        SortingStep::Settings sort_settings(*context);
 
                         auto sorting_step = std::make_unique<SortingStep>(
                             plan.getCurrentDataStream(),
@@ -2619,14 +2612,7 @@ void InterpreterSelectQuery::executeWindow(QueryPlan & query_plan)
         // happens in case of `over ()`.
         if (!window.full_sort_description.empty() && (i == 0 || !sortIsPrefix(window, *windows_sorted[i - 1])))
         {
-            SortingStep::Settings sort_settings;
-            sort_settings.max_block_size = settings.max_block_size;
-            sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
-            sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
-            sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
-            sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
-            sort_settings.tmp_data = context->getTempDataOnDisk();
-            sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+            SortingStep::Settings sort_settings(*context);
 
             auto sorting_step = std::make_unique<SortingStep>(
                 query_plan.getCurrentDataStream(),
@@ -2680,14 +2666,7 @@ void InterpreterSelectQuery::executeOrder(QueryPlan & query_plan, InputOrderInfo
 
     const Settings & settings = context->getSettingsRef();
 
-    SortingStep::Settings sort_settings;
-    sort_settings.max_block_size = settings.max_block_size;
-    sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
-    sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
-    sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
-    sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
-    sort_settings.tmp_data = context->getTempDataOnDisk();
-    sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+    SortingStep::Settings sort_settings(*context);
 
     /// Merge the sorted blocks.
     auto sorting_step = std::make_unique<SortingStep>(
diff --git a/src/Planner/Planner.cpp b/src/Planner/Planner.cpp
index fc510150fc8..56cc73456ce 100644
--- a/src/Planner/Planner.cpp
+++ b/src/Planner/Planner.cpp
@@ -571,14 +571,7 @@ void Planner::buildQueryPlanIfNeeded()
             if (!window_description.full_sort_description.empty() &&
                 (i == 0 || !sortDescriptionIsPrefix(window_description.full_sort_description, window_descriptions[i - 1].full_sort_description)))
             {
-                SortingStep::Settings sort_settings;
-                sort_settings.max_block_size = settings.max_block_size;
-                sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
-                sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
-                sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
-                sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
-                sort_settings.tmp_data = query_context->getTempDataOnDisk();
-                sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+                SortingStep::Settings sort_settings(*query_context);
 
                 auto sorting_step = std::make_unique<SortingStep>(
                     query_plan.getCurrentDataStream(),
@@ -676,14 +669,7 @@ void Planner::buildQueryPlanIfNeeded()
 
         const Settings & settings = query_context->getSettingsRef();
 
-        SortingStep::Settings sort_settings;
-        sort_settings.max_block_size = settings.max_block_size;
-        sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
-        sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
-        sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
-        sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
-        sort_settings.tmp_data = query_context->getTempDataOnDisk();
-        sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+        SortingStep::Settings sort_settings(*query_context);
 
         /// Merge the sorted blocks
         auto sorting_step = std::make_unique<SortingStep>(
diff --git a/src/Planner/PlannerJoinTree.cpp b/src/Planner/PlannerJoinTree.cpp
index ce8dfb56225..4e50a20bbd6 100644
--- a/src/Planner/PlannerJoinTree.cpp
+++ b/src/Planner/PlannerJoinTree.cpp
@@ -528,14 +528,7 @@ QueryPlan buildQueryPlanForJoinNode(QueryTreeNodePtr join_tree_node,
             for (const auto & key_name : key_names)
                 sort_description.emplace_back(key_name);
 
-            SortingStep::Settings sort_settings;
-            sort_settings.max_block_size = settings.max_block_size;
-            sort_settings.size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
-            sort_settings.max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
-            sort_settings.remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
-            sort_settings.max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
-            sort_settings.tmp_data = query_context->getTempDataOnDisk();
-            sort_settings.min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+            SortingStep::Settings sort_settings(*query_context);
 
             auto sorting_step = std::make_unique<SortingStep>(
                 plan.getCurrentDataStream(),
diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index b4b2f0c8c9c..973304b366b 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -30,10 +30,10 @@ struct Optimization
     const bool QueryPlanOptimizationSettings::* const is_enabled{};
 };
 
-/// Move ARRAY JOIN up if possible.
+/// Move ARRAY JOIN up if possible
 size_t tryLiftUpArrayJoin(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes);
 
-/// Move LimitStep down if possible.
+/// Move LimitStep down if possible
 size_t tryPushDownLimit(QueryPlan::Node * parent_node, QueryPlan::Nodes &);
 
 /// Split FilterStep into chain `ExpressionStep -> FilterStep`, where FilterStep contains minimal number of nodes.
@@ -59,6 +59,10 @@ size_t tryReuseStorageOrderingForWindowFunctions(QueryPlan::Node * parent_node,
 size_t tryDistinctReadInOrder(QueryPlan::Node * node);
 
 /// Put some steps under union, so that plan optimisation could be applied to union parts separately.
+/// For example, the plan can be rewritten like:
+///                      - Something -                    - Expression - Something -
+/// - Expression - Union - Something -     =>     - Union - Expression - Something -
+///                      - Something -                    - Expression - Something -
 size_t tryLiftUpUnion(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes);
 
 inline const auto & getOptimizations()
@@ -85,7 +89,7 @@ struct Frame
 
 using Stack = std::vector<Frame>;
 
-/// Second pass optimizations.
+/// Second pass optimizations
 void optimizePrimaryKeyCondition(const Stack & stack);
 void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes);
 
diff --git a/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
index c01dfd0e6e3..3677a1581c4 100644
--- a/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/distinctReadInOrder.cpp
@@ -22,7 +22,7 @@ size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node)
     /// walk through the plan
     /// (1) check if nodes below preliminary distinct preserve sorting
     /// (2) gather transforming steps to update their sorting properties later
-    std::vector<ITransformingStep *> steps2update;
+    std::vector<ITransformingStep *> steps_to_update;
     QueryPlan::Node * node = parent_node;
     while (!node->children.empty())
     {
@@ -34,7 +34,7 @@ size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node)
         if (!traits.preserves_sorting)
             return 0;
 
-        steps2update.push_back(step);
+        steps_to_update.push_back(step);
 
         node = node->children.front();
     }
@@ -90,11 +90,11 @@ size_t tryDistinctReadInOrder(QueryPlan::Node * parent_node)
 
     /// update data stream's sorting properties for found transforms
     const DataStream * input_stream = &read_from_merge_tree->getOutputStream();
-    while (!steps2update.empty())
+    while (!steps_to_update.empty())
     {
-        steps2update.back()->updateInputStream(*input_stream);
-        input_stream = &steps2update.back()->getOutputStream();
-        steps2update.pop_back();
+        steps_to_update.back()->updateInputStream(*input_stream);
+        input_stream = &steps_to_update.back()->getOutputStream();
+        steps_to_update.pop_back();
     }
 
     return 0;
diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index d426c12dbdc..dfbf0b8d3fd 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -87,6 +87,7 @@ QueryPlan::Node * findReadingStep(QueryPlan::Node & node)
 using FixedColumns = std::unordered_set<const ActionsDAG::Node *>;
 
 /// Right now we find only simple cases like 'and(..., and(..., and(column = value, ...), ...'
+/// Injective functions are supported here. For a condition 'injectiveFunction(x) = 5' column 'x' is fixed.
 void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expression, FixedColumns & fixed_columns)
 {
     std::stack<const ActionsDAG::Node *> stack;
@@ -107,23 +108,21 @@ void appendFixedColumnsFromFilterExpression(const ActionsDAG::Node & filter_expr
             else if (name == "equals")
             {
                 const ActionsDAG::Node * maybe_fixed_column = nullptr;
-                bool is_single = true;
+                size_t num_constant_columns = 0;
                 for (const auto & child : node->children)
                 {
-                    if (!child->column)
-                    {
-                        if (!maybe_fixed_column)
-                            maybe_fixed_column = child;
-                        else
-                            is_single = false;
-                    }
+                    if (child->column)
+                        ++num_constant_columns;
+                    else
+                        maybe_fixed_column = child;
                 }
 
-                if (maybe_fixed_column && is_single)
+                if (maybe_fixed_column && num_constant_columns + 1 == node->children.size())
                 {
                     //std::cerr << "====== Added fixed column " << maybe_fixed_column->result_name << ' ' << static_cast<const void *>(maybe_fixed_column) << std::endl;
                     fixed_columns.insert(maybe_fixed_column);
 
+                    /// Support injective functions chain.
                     const ActionsDAG::Node * maybe_injective = maybe_fixed_column;
                     while (maybe_injective->type == ActionsDAG::ActionType::FUNCTION
                         && maybe_injective->children.size() == 1
@@ -146,6 +145,8 @@ void appendExpression(ActionsDAGPtr & dag, const ActionsDAGPtr & expression)
         dag = expression->clone();
 }
 
+/// This function builds a common DAG which is a gerge of DAGs from Filter and Expression steps chain.
+/// Additionally, build a set of fixed columns.
 void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns & fixed_columns)
 {
     IQueryPlanStep * step = node.step.get();
@@ -274,7 +275,7 @@ void enreachFixedColumns(const ActionsDAG & dag, FixedColumns & fixed_columns)
 /// * Input nodes are mapped by name.
 /// * Function is mapped to function if all children are mapped and function names are same.
 /// * Alias is mapped to it's children mapping.
-/// * Monotonic function can be mapped to it's children mapping if dirrect mapping does not exist.
+/// * Monotonic function can be mapped to it's children mapping if direct mapping does not exist.
 ///   In this case, information about monotonicity is filled.
 /// * Mapped node is nullptr if there is no mapping found.
 ///
@@ -345,13 +346,13 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
     };
 
     MatchedTrees::Matches matches;
+    std::stack<Frame> stack;
 
     for (const auto & node : outer_dag.getNodes())
     {
         if (matches.contains(&node))
             continue;
 
-        std::stack<Frame> stack;
         stack.push(Frame{&node, {}});
         while (!stack.empty())
         {
@@ -410,8 +411,9 @@ MatchedTrees::Matches matchTrees(const ActionsDAG & inner_dag, const ActionsDAG
                     if (frame.mapped_children.size() > 1)
                     {
                         std::vector<Parents *> other_parents;
-                        other_parents.reserve(frame.mapped_children.size());
-                        for (size_t i = 1; i < frame.mapped_children.size(); ++i)
+                        size_t mapped_children_size = frame.mapped_children.size();
+                        other_parents.reserve(mapped_children_size);
+                        for (size_t i = 1; i < mapped_children_size; ++i)
                             other_parents.push_back(&inner_parents[frame.mapped_children[i]]);
 
                         for (const auto * parent : *intersection)
@@ -548,17 +550,17 @@ InputOrderInfoPtr buildInputOrderInfo(
     ///
     /// So far, 0 means any direction is possible. It is ok for constant prefix.
     int read_direction = 0;
-    size_t next_descr_column = 0;
+    size_t next_description_column = 0;
     size_t next_sort_key = 0;
 
-    while (next_descr_column < description.size() && next_sort_key < sorting_key_columns.size())
+    while (next_description_column < description.size() && next_sort_key < sorting_key_columns.size())
     {
         const auto & sorting_key_column = sorting_key_columns[next_sort_key];
-        const auto & descr = description[next_descr_column];
+        const auto & sort_column_description = description[next_description_column];
 
         /// If required order depend on collation, it cannot be matched with primary key order.
         /// Because primary keys cannot have collations.
-        if (descr.collator)
+        if (sort_column_description.collator)
             break;
 
         /// Direction for current sort key.
@@ -578,20 +580,20 @@ InputOrderInfoPtr buildInputOrderInfo(
             if (sort_column_node->type != ActionsDAG::ActionType::INPUT)
                 break;
 
-            if (descr.column_name != sorting_key_column)
+            if (sort_column_description.column_name != sorting_key_column)
                 break;
 
-            current_direction = descr.direction;
+            current_direction = sort_column_description.direction;
 
 
             //std::cerr << "====== (no dag) Found direct match" << std::endl;
 
-            ++next_descr_column;
+            ++next_description_column;
             ++next_sort_key;
         }
         else
         {
-            const ActionsDAG::Node * sort_node = dag->tryFindInOutputs(descr.column_name);
+            const ActionsDAG::Node * sort_node = dag->tryFindInOutputs(sort_column_description.column_name);
              /// It is possible when e.g. sort by array joined column.
             if (!sort_node)
                 break;
@@ -609,14 +611,14 @@ InputOrderInfoPtr buildInputOrderInfo(
                 ///          'SELECT x, y FROM table WHERE x = 42 ORDER BY x + 1, y + 1'
                 /// Here, 'x + 1' would be a fixed point. But it is reasonable to read-in-order.
 
-                current_direction = descr.direction;
+                current_direction = sort_column_description.direction;
                 if (match.monotonicity)
                 {
                     current_direction *= match.monotonicity->direction;
                     strict_monotonic = match.monotonicity->strict;
                 }
 
-                ++next_descr_column;
+                ++next_description_column;
                 ++next_sort_key;
             }
             else if (fixed_key_columns.contains(sort_column_node))
@@ -632,8 +634,8 @@ InputOrderInfoPtr buildInputOrderInfo(
                 if (!is_fixed_column)
                     break;
 
-                order_key_prefix_descr.push_back(descr);
-                ++next_descr_column;
+                order_key_prefix_descr.push_back(sort_column_description);
+                ++next_description_column;
             }
         }
 
@@ -646,7 +648,7 @@ InputOrderInfoPtr buildInputOrderInfo(
             read_direction = current_direction;
 
         if (current_direction)
-            order_key_prefix_descr.push_back(descr);
+            order_key_prefix_descr.push_back(sort_column_description);
 
         if (current_direction && !strict_monotonic)
             break;
@@ -712,9 +714,7 @@ InputOrderInfoPtr buildInputOrderInfo(
     return order_info;
 }
 
-InputOrderInfoPtr buildInputOrderInfo(
-    SortingStep & sorting,
-    QueryPlan::Node & node)
+InputOrderInfoPtr buildInputOrderInfo(SortingStep & sorting, QueryPlan::Node & node)
 {
     QueryPlan::Node * reading_node = findReadingStep(node);
     if (!reading_node)
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
index d16e0a8904d..59f3e094cb7 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.cpp
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -441,7 +441,11 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
     if (info.sum_marks == 0)
         return {};
 
-    bool added_prewhere_output = false;
+    /// PREWHERE actions can remove some input columns (which are needed only for prewhere condition).
+    /// In case of read-in-order, PREWHERE is executed before sorting. But removed columns could be needed for sorting key.
+    /// To fix this, we prohibit removing any input in prewhere actions. Instead, projection actions will be added after sorting.
+    /// See 02354_read_in_order_prewhere.sql as an example.
+    bool have_input_columns_removed_after_prewhere = false;
     if (prewhere_info && prewhere_info->prewhere_actions)
     {
         auto & outputs = prewhere_info->prewhere_actions->getOutputs();
@@ -451,7 +455,7 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
             if (!outputs_set.contains(input))
             {
                 outputs.push_back(input);
-                added_prewhere_output = true;
+                have_input_columns_removed_after_prewhere = true;
             }
         }
     }
@@ -626,7 +630,7 @@ Pipe ReadFromMergeTree::spreadMarkRangesAmongStreamsWithOrder(
         }
     }
 
-    if (!pipes.empty() && (need_preliminary_merge || added_prewhere_output))
+    if (!pipes.empty() && (need_preliminary_merge || have_input_columns_removed_after_prewhere))
         /// Drop temporary columns, added by 'sorting_key_prefix_expr'
         out_projection = createProjection(pipe_header);
 
diff --git a/src/Processors/QueryPlan/SortingStep.cpp b/src/Processors/QueryPlan/SortingStep.cpp
index d9d1f08b661..8766c0ba335 100644
--- a/src/Processors/QueryPlan/SortingStep.cpp
+++ b/src/Processors/QueryPlan/SortingStep.cpp
@@ -23,6 +23,23 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
+SortingStep::Settings::Settings(const Context & context)
+{
+    const auto & settings = context.getSettingsRef();
+    max_block_size = settings.max_block_size;
+    size_limits = SizeLimits(settings.max_rows_to_sort, settings.max_bytes_to_sort, settings.sort_overflow_mode);
+    max_bytes_before_remerge = settings.max_bytes_before_remerge_sort;
+    remerge_lowered_memory_bytes_ratio = settings.remerge_sort_lowered_memory_bytes_ratio;
+    max_bytes_before_external_sort = settings.max_bytes_before_external_sort;
+    tmp_data = context.getTempDataOnDisk();
+    min_free_disk_space = settings.min_free_disk_space_for_temporary_data;
+}
+
+SortingStep::Settings::Settings(size_t max_block_size_)
+{
+    max_block_size = max_block_size_;
+}
+
 static ITransformingStep::Traits getTraits(size_t limit)
 {
     return ITransformingStep::Traits
@@ -71,8 +88,8 @@ SortingStep::SortingStep(
     , prefix_description(std::move(prefix_description_))
     , result_description(std::move(result_description_))
     , limit(limit_)
+    , sort_settings(max_block_size_)
 {
-    sort_settings.max_block_size = max_block_size_;
     /// TODO: check input_stream is sorted by prefix_description.
     output_stream->sort_description = result_description;
     output_stream->sort_scope = DataStream::SortScope::Global;
@@ -87,6 +104,7 @@ SortingStep::SortingStep(
     , type(Type::MergingSorted)
     , result_description(std::move(sort_description_))
     , limit(limit_)
+    , sort_settings(max_block_size_)
 {
     sort_settings.max_block_size = max_block_size_;
     /// TODO: check input_stream is partially sorted (each port) by the same description.
diff --git a/src/Processors/QueryPlan/SortingStep.h b/src/Processors/QueryPlan/SortingStep.h
index a24df8d48f8..c8b890dac90 100644
--- a/src/Processors/QueryPlan/SortingStep.h
+++ b/src/Processors/QueryPlan/SortingStep.h
@@ -27,6 +27,9 @@ public:
         size_t max_bytes_before_external_sort = 0;
         TemporaryDataOnDiskScopePtr tmp_data = nullptr;
         size_t min_free_disk_space = 0;
+
+        explicit Settings(const Context & context);
+        explicit Settings(size_t max_block_size_);
     };
 
     /// Full

From 3c3771a8d7e86b4e27028603a0cc9448499c1988 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 9 Nov 2022 16:17:36 +0000
Subject: [PATCH 065/211] Fix typo.

---
 src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index dfbf0b8d3fd..83753c701c7 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -575,7 +575,7 @@ InputOrderInfoPtr buildInputOrderInfo(
         if (!dag)
         {
             /// This is possible if there were no Expression or Filter steps in Plan.
-            /// Examlpe: SELECT * FROM tab ORDER BY a, b
+            /// Example: SELECT * FROM tab ORDER BY a, b
 
             if (sort_column_node->type != ActionsDAG::ActionType::INPUT)
                 break;

From ff65ca42ad389cc9c0833d51fdf93db665f39e43 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 9 Nov 2022 18:12:01 +0000
Subject: [PATCH 066/211] Fix limit.

---
 .../Optimizations/optimizeReadInOrder.cpp     | 27 ++++++++++++++++---
 1 file changed, 23 insertions(+), 4 deletions(-)

diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index 83753c701c7..fb8c4b17a3e 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -147,13 +147,16 @@ void appendExpression(ActionsDAGPtr & dag, const ActionsDAGPtr & expression)
 
 /// This function builds a common DAG which is a gerge of DAGs from Filter and Expression steps chain.
 /// Additionally, build a set of fixed columns.
-void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns & fixed_columns)
+void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns & fixed_columns, size_t & limit)
 {
     IQueryPlanStep * step = node.step.get();
     if (auto * reading = typeid_cast<ReadFromMergeTree *>(step))
     {
         if (const auto * prewhere_info = reading->getPrewhereInfo())
         {
+            /// Should ignore limit if there is filtering.
+            limit = 0;
+
             if (prewhere_info->prewhere_actions)
             {
                 //std::cerr << "====== Adding prewhere " << std::endl;
@@ -168,13 +171,24 @@ void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns &
     if (node.children.size() != 1)
         return;
 
-    buildSortingDAG(*node.children.front(), dag, fixed_columns);
+    buildSortingDAG(*node.children.front(), dag, fixed_columns, limit);
 
     if (auto * expression = typeid_cast<ExpressionStep *>(step))
-        appendExpression(dag, expression->getExpression());
+    {
+        const auto & actions = expression->getExpression();
+
+        /// Should ignore limit because arrayJoin() can reduce the number of rows in case of empty array.
+        if (actions->hasArrayJoin())
+            limit = 0;
+
+        appendExpression(dag, actions);
+    }
 
     if (auto * filter = typeid_cast<FilterStep *>(step))
     {
+        /// Should ignore limit if there is filtering.
+        limit = 0;
+
         appendExpression(dag, filter->getExpression());
         if (const auto * filter_expression = dag->tryFindInOutputs(filter->getFilterColumnName()))
             appendFixedColumnsFromFilterExpression(*filter_expression, fixed_columns);
@@ -182,6 +196,11 @@ void buildSortingDAG(QueryPlan::Node & node, ActionsDAGPtr & dag, FixedColumns &
 
     if (auto * array_join = typeid_cast<ArrayJoinStep *>(step))
     {
+        /// Should ignore limit because ARRAY JOIN can reduce the number of rows in case of empty array.
+        /// But in case of LEFT ARRAY JOIN the result number of rows is always bigger.
+        if (!array_join->arrayJoin()->is_left)
+            limit = 0;
+
         const auto & array_joined_columns = array_join->arrayJoin()->columns;
 
         /// Remove array joined columns from outputs.
@@ -725,7 +744,7 @@ InputOrderInfoPtr buildInputOrderInfo(SortingStep & sorting, QueryPlan::Node & n
 
     ActionsDAGPtr dag;
     FixedColumns fixed_columns;
-    buildSortingDAG(node, dag, fixed_columns);
+    buildSortingDAG(node, dag, fixed_columns, limit);
 
     if (dag && !fixed_columns.empty())
         enreachFixedColumns(*dag, fixed_columns);

From 3eb6c03b471e1e1f5dd883e451762d9b0daaad83 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 9 Nov 2022 19:46:47 +0000
Subject: [PATCH 067/211] Disable clickhouse local and clickhouse client
 non-interactive progress by default.

---
 programs/client/Client.cpp                    |  2 +-
 programs/local/LocalServer.cpp                |  2 +-
 src/Client/ClientBase.cpp                     |  2 +-
 ...ient_INSERT_progress_profile_events.expect |  2 +-
 ...ocal_INSERT_progress_profile_events.expect |  2 +-
 .../0_stateless/02456_progress_tty.expect     | 27 ++++++-------------
 6 files changed, 13 insertions(+), 24 deletions(-)

diff --git a/programs/client/Client.cpp b/programs/client/Client.cpp
index 93136df2a5b..b262c5a0db1 100644
--- a/programs/client/Client.cpp
+++ b/programs/client/Client.cpp
@@ -1088,7 +1088,7 @@ void Client::processConfig()
     }
     else
     {
-        std::string progress = config().getString("progress", "tty");
+        std::string progress = config().getString("progress", "off");
         need_render_progress = (Poco::icompare(progress, "off") && Poco::icompare(progress, "no") && Poco::icompare(progress, "false") && Poco::icompare(progress, "0"));
         echo_queries = config().getBool("echo", false);
         ignore_error = config().getBool("ignore-error", false);
diff --git a/programs/local/LocalServer.cpp b/programs/local/LocalServer.cpp
index 3ac9c1e7c37..fea82b456cd 100644
--- a/programs/local/LocalServer.cpp
+++ b/programs/local/LocalServer.cpp
@@ -489,7 +489,7 @@ void LocalServer::processConfig()
     }
     else
     {
-        std::string progress = config().getString("progress", "tty");
+        std::string progress = config().getString("progress", "off");
         need_render_progress = (Poco::icompare(progress, "off") && Poco::icompare(progress, "no") && Poco::icompare(progress, "false") && Poco::icompare(progress, "0"));
         echo_queries = config().hasOption("echo") || config().hasOption("verbose");
         ignore_error = config().getBool("ignore-error", false);
diff --git a/src/Client/ClientBase.cpp b/src/Client/ClientBase.cpp
index 95018f8a632..c8fcf560859 100644
--- a/src/Client/ClientBase.cpp
+++ b/src/Client/ClientBase.cpp
@@ -2324,7 +2324,7 @@ void ClientBase::init(int argc, char ** argv)
         ("stage", po::value<std::string>()->default_value("complete"), "Request query processing up to specified stage: complete,fetch_columns,with_mergeable_state,with_mergeable_state_after_aggregation,with_mergeable_state_after_aggregation_and_limit")
         ("query_kind", po::value<std::string>()->default_value("initial_query"), "One of initial_query/secondary_query/no_query")
         ("query_id", po::value<std::string>(), "query_id")
-        ("progress", po::value<ProgressOption>()->implicit_value(ProgressOption::TTY, "tty")->default_value(ProgressOption::TTY, "tty"), "Print progress of queries execution - to TTY (default): tty|on|1|true|yes; to STDERR: err; OFF: off|0|false|no")
+        ("progress", po::value<ProgressOption>()->implicit_value(ProgressOption::TTY, "tty")->default_value(ProgressOption::OFF, "off"), "Print progress of queries execution - to TTY (default): tty|on|1|true|yes; to STDERR: err; OFF: off|0|false|no")
 
         ("disable_suggestion,A", "Disable loading suggestion data. Note that suggestion data is loaded asynchronously through a second connection to ClickHouse server. Also it is reasonable to disable suggestion if you want to paste a query with TAB characters. Shorthand option -A is for those who get used to mysql client.")
         ("time,t", "print query execution time to stderr in non-interactive mode (for benchmarks)")
diff --git a/tests/queries/0_stateless/02310_clickhouse_client_INSERT_progress_profile_events.expect b/tests/queries/0_stateless/02310_clickhouse_client_INSERT_progress_profile_events.expect
index 20333ae7960..07815e57610 100755
--- a/tests/queries/0_stateless/02310_clickhouse_client_INSERT_progress_profile_events.expect
+++ b/tests/queries/0_stateless/02310_clickhouse_client_INSERT_progress_profile_events.expect
@@ -24,7 +24,7 @@ expect_after {
 spawn bash
 send "source $basedir/../shell_config.sh\r"
 
-send "yes | head -n10000000 | \$CLICKHOUSE_CLIENT --query \"insert into function null('foo String') format TSV\" >/dev/null\r"
+send "yes | head -n10000000 | \$CLICKHOUSE_CLIENT --progress --query \"insert into function null('foo String') format TSV\" >/dev/null\r"
 expect "Progress: "
 send "\3"
 
diff --git a/tests/queries/0_stateless/02310_clickhouse_local_INSERT_progress_profile_events.expect b/tests/queries/0_stateless/02310_clickhouse_local_INSERT_progress_profile_events.expect
index 5c95e17aefd..3333ee93468 100755
--- a/tests/queries/0_stateless/02310_clickhouse_local_INSERT_progress_profile_events.expect
+++ b/tests/queries/0_stateless/02310_clickhouse_local_INSERT_progress_profile_events.expect
@@ -24,7 +24,7 @@ expect_after {
 spawn bash
 send "source $basedir/../shell_config.sh\r"
 
-send "yes | head -n10000000 | \$CLICKHOUSE_LOCAL --query \"insert into function null('foo String') format TSV\" >/dev/null\r"
+send "yes | head -n10000000 | \$CLICKHOUSE_LOCAL --progress --query \"insert into function null('foo String') format TSV\" >/dev/null\r"
 expect "Progress: "
 send "\3"
 
diff --git a/tests/queries/0_stateless/02456_progress_tty.expect b/tests/queries/0_stateless/02456_progress_tty.expect
index 9daa6caa3fa..45156c6b0f5 100755
--- a/tests/queries/0_stateless/02456_progress_tty.expect
+++ b/tests/queries/0_stateless/02456_progress_tty.expect
@@ -17,32 +17,21 @@ expect_after {
 spawn bash
 send "source $basedir/../shell_config.sh\r"
 
-# Progress is displayed by default
-send "\$CLICKHOUSE_LOCAL --query 'SELECT sum(sleep(1) = 0) FROM numbers(3) SETTINGS max_block_size = 1' >/dev/null\r"
-expect "Progress: "
-expect "█"
-send "\3"
-
-# It is true even if we redirect both stdout and stderr to /dev/null
-send "\$CLICKHOUSE_LOCAL --query 'SELECT sum(sleep(1) = 0) FROM numbers(3) SETTINGS max_block_size = 1' >/dev/null 2>&1\r"
-expect "Progress: "
-expect "█"
+# Progress is not displayed by default
+send "\$CLICKHOUSE_LOCAL --query 'SELECT sleep(1), \$\$Hello\$\$ FROM numbers(3) SETTINGS max_block_size = 1' 2>/dev/null\r"
+expect -exact "0\tHello\r\n"
 send "\3"
 
 # The option --progress has implicit value of true
-send "\$CLICKHOUSE_LOCAL --progress --query 'SELECT sum(sleep(1) = 0) FROM numbers(3) SETTINGS max_block_size = 1' >/dev/null 2>&1\r"
+send "\$CLICKHOUSE_LOCAL --progress --query 'SELECT sum(sleep(1) = 0) FROM numbers(3) SETTINGS max_block_size = 1' >/dev/null\r"
 expect "Progress: "
 expect "█"
 send "\3"
 
-# But we can set it to false
-send "\$CLICKHOUSE_LOCAL --progress false --query 'SELECT sleep(1), \$\$Hello\$\$ FROM numbers(3) SETTINGS max_block_size = 1' 2>/dev/null\r"
-expect -exact "0\tHello\r\n"
-send "\3"
-
-# As well as to 0 for the same effect
-send "\$CLICKHOUSE_LOCAL --progress 0 --query 'SELECT sleep(1), \$\$Hello\$\$ FROM numbers(3) SETTINGS max_block_size = 1' 2>/dev/null\r"
-expect -exact "0\tHello\r\n"
+# It works even if we redirect both stdout and stderr to /dev/null
+send "\$CLICKHOUSE_LOCAL --progress --query 'SELECT sum(sleep(1) = 0) FROM numbers(3) SETTINGS max_block_size = 1' >/dev/null 2>&1\r"
+expect "Progress: "
+expect "█"
 send "\3"
 
 # If we set it to 1, the progress will be displayed as well

From 675507594a3defd942cf3894b9153d079e24db5b Mon Sep 17 00:00:00 2001
From: Vitaly Baranov <vitlibar@clickhouse.com>
Date: Wed, 9 Nov 2022 21:01:05 +0100
Subject: [PATCH 068/211] Make error message after dropping current user more
 correct.

---
 src/Access/ContextAccess.cpp | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/src/Access/ContextAccess.cpp b/src/Access/ContextAccess.cpp
index 4e409946666..bf6c32ee4bd 100644
--- a/src/Access/ContextAccess.cpp
+++ b/src/Access/ContextAccess.cpp
@@ -465,6 +465,17 @@ std::shared_ptr<const AccessRights> ContextAccess::getAccessRightsWithImplicit()
 template <bool throw_if_denied, bool grant_option, typename... Args>
 bool ContextAccess::checkAccessImplHelper(AccessFlags flags, const Args &... args) const
 {
+    if (user_was_dropped)
+    {
+        /// If the current user has been dropped we always throw an exception (even if `throw_if_denied` is false)
+        /// because dropping of the current user is considered as a situation which is exceptional enough to stop
+        /// query execution.
+        throw Exception(getUserName() + ": User has been dropped", ErrorCodes::UNKNOWN_USER);
+    }
+
+    if (is_full_access)
+        return true;
+
     auto access_granted = [&]
     {
         if (trace_log)
@@ -483,12 +494,6 @@ bool ContextAccess::checkAccessImplHelper(AccessFlags flags, const Args &... arg
         return false;
     };
 
-    if (is_full_access)
-        return true;
-
-    if (user_was_dropped)
-        return access_denied("User has been dropped", ErrorCodes::UNKNOWN_USER);
-
     if (flags & AccessType::CLUSTER && !access_control->doesOnClusterQueriesRequireClusterGrant())
         flags &= ~AccessType::CLUSTER;
 

From c6f0701dd8479b673d94f3c82e1170ccbcac7672 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 9 Nov 2022 20:01:14 +0000
Subject: [PATCH 069/211] Fix test.

---
 .../02155_read_in_order_max_rows_to_read.reference           | 5 -----
 .../0_stateless/02155_read_in_order_max_rows_to_read.sql     | 2 +-
 2 files changed, 1 insertion(+), 6 deletions(-)

diff --git a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference
index d21747026dc..fc8a8ffc551 100644
--- a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference
+++ b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.reference
@@ -4,10 +4,5 @@
 2
 3
 4
-11
-12
-13
-14
-15
 10
 20
diff --git a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
index a893221df0f..0ceec7ceb74 100644
--- a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
+++ b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
@@ -13,10 +13,10 @@ SELECT a FROM t_max_rows_to_read WHERE a = 10 SETTINGS max_rows_to_read = 4;
 
 SELECT a FROM t_max_rows_to_read ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 12;
 
-SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 12;
 SELECT a FROM t_max_rows_to_read WHERE a = 10 OR a = 20 SETTINGS max_rows_to_read = 12;
 
 SELECT a FROM t_max_rows_to_read ORDER BY a LIMIT 20 FORMAT Null SETTINGS max_rows_to_read = 12; -- { serverError 158 }
+SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 12; -- { serverError 158 }
 SELECT a FROM t_max_rows_to_read WHERE a = 10 OR a = 20 FORMAT Null SETTINGS max_rows_to_read = 4; -- { serverError 158 }
 
 DROP TABLE t_max_rows_to_read;

From 0261ff509575433607c7bab06b5bb0301ede4899 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Wed, 9 Nov 2022 20:02:32 +0000
Subject: [PATCH 070/211] Fix test.

---
 .../0_stateless/02155_read_in_order_max_rows_to_read.sql        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
index 0ceec7ceb74..314d0610d12 100644
--- a/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
+++ b/tests/queries/0_stateless/02155_read_in_order_max_rows_to_read.sql
@@ -16,7 +16,7 @@ SELECT a FROM t_max_rows_to_read ORDER BY a LIMIT 5 SETTINGS max_rows_to_read =
 SELECT a FROM t_max_rows_to_read WHERE a = 10 OR a = 20 SETTINGS max_rows_to_read = 12;
 
 SELECT a FROM t_max_rows_to_read ORDER BY a LIMIT 20 FORMAT Null SETTINGS max_rows_to_read = 12; -- { serverError 158 }
-SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 SETTINGS max_rows_to_read = 12; -- { serverError 158 }
+SELECT a FROM t_max_rows_to_read WHERE a > 10 ORDER BY a LIMIT 5 FORMAT Null SETTINGS max_rows_to_read = 12; -- { serverError 158 }
 SELECT a FROM t_max_rows_to_read WHERE a = 10 OR a = 20 FORMAT Null SETTINGS max_rows_to_read = 4; -- { serverError 158 }
 
 DROP TABLE t_max_rows_to_read;

From ae19af00156586acb5d1af09d4564f957ed06220 Mon Sep 17 00:00:00 2001
From: Vitaly Baranov <vitlibar@clickhouse.com>
Date: Wed, 9 Nov 2022 23:33:03 +0100
Subject: [PATCH 071/211] Fix backup of Lazy databases.

---
 src/Backups/BackupEntriesCollector.cpp | 2 +-
 src/Databases/DatabaseMemory.cpp       | 1 +
 src/Databases/DatabaseReplicated.cpp   | 5 +++++
 src/Databases/DatabasesCommon.cpp      | 5 ++++-
 4 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/src/Backups/BackupEntriesCollector.cpp b/src/Backups/BackupEntriesCollector.cpp
index 73f78a13765..c1f7f14960b 100644
--- a/src/Backups/BackupEntriesCollector.cpp
+++ b/src/Backups/BackupEntriesCollector.cpp
@@ -442,7 +442,7 @@ void BackupEntriesCollector::gatherTablesMetadata()
                 if (it != database_info.tables.end())
                 {
                     const auto & partitions = it->second.partitions;
-                    if (partitions && !storage->supportsBackupPartition())
+                    if (partitions && storage && !storage->supportsBackupPartition())
                     {
                         throw Exception(
                             ErrorCodes::CANNOT_BACKUP_TABLE,
diff --git a/src/Databases/DatabaseMemory.cpp b/src/Databases/DatabaseMemory.cpp
index 8540c785419..99d88597385 100644
--- a/src/Databases/DatabaseMemory.cpp
+++ b/src/Databases/DatabaseMemory.cpp
@@ -177,6 +177,7 @@ std::vector<std::pair<ASTPtr, StoragePtr>> DatabaseMemory::getTablesForBackup(co
         if (create.getTable() != table_name)
             throw Exception(ErrorCodes::INCONSISTENT_METADATA_FOR_BACKUP, "Got a create query with unexpected name {} for temporary table {}", backQuoteIfNeed(create.getTable()), backQuoteIfNeed(table_name));
 
+        chassert(storage);
         storage->adjustCreateQueryForBackup(create_table_query);
         res.emplace_back(create_table_query, storage);
     }
diff --git a/src/Databases/DatabaseReplicated.cpp b/src/Databases/DatabaseReplicated.cpp
index 4b7599affb0..20fa11e90e2 100644
--- a/src/Databases/DatabaseReplicated.cpp
+++ b/src/Databases/DatabaseReplicated.cpp
@@ -1214,6 +1214,7 @@ DatabaseReplicated::getTablesForBackup(const FilterByNameFunction & filter, cons
         String table_name = unescapeForFileName(escaped_table_name);
         if (!filter(table_name))
             continue;
+
         String zk_metadata;
         if (!zookeeper->tryGet(zookeeper_path + "/metadata/" + escaped_table_name, zk_metadata))
             throw Exception(ErrorCodes::INCONSISTENT_METADATA_FOR_BACKUP, "Metadata for table {} was not found in ZooKeeper", table_name);
@@ -1233,6 +1234,10 @@ DatabaseReplicated::getTablesForBackup(const FilterByNameFunction & filter, cons
             if (storage)
                 storage->adjustCreateQueryForBackup(create_table_query);
         }
+
+        /// `storage` is allowed to be null here. In this case it means that this storage exists on other replicas
+        /// but it has not been created on this replica yet.
+
         res.emplace_back(create_table_query, storage);
     }
 
diff --git a/src/Databases/DatabasesCommon.cpp b/src/Databases/DatabasesCommon.cpp
index 93a9523d115..37fd055456e 100644
--- a/src/Databases/DatabasesCommon.cpp
+++ b/src/Databases/DatabasesCommon.cpp
@@ -329,6 +329,10 @@ std::vector<std::pair<ASTPtr, StoragePtr>> DatabaseWithOwnTablesBase::getTablesF
 
     for (auto it = getTablesIterator(local_context, filter); it->isValid(); it->next())
     {
+        auto storage = it->table();
+        if (!storage)
+            continue; /// Probably the table has been just dropped.
+
         auto create_table_query = tryGetCreateTableQuery(it->name(), local_context);
         if (!create_table_query)
             throw Exception(ErrorCodes::INCONSISTENT_METADATA_FOR_BACKUP, "Couldn't get a create query for table {}.{}", backQuoteIfNeed(getDatabaseName()), backQuoteIfNeed(it->name()));
@@ -337,7 +341,6 @@ std::vector<std::pair<ASTPtr, StoragePtr>> DatabaseWithOwnTablesBase::getTablesF
         if (create.getTable() != it->name())
             throw Exception(ErrorCodes::INCONSISTENT_METADATA_FOR_BACKUP, "Got a create query with unexpected name {} for table {}.{}", backQuoteIfNeed(create.getTable()), backQuoteIfNeed(getDatabaseName()), backQuoteIfNeed(it->name()));
 
-        auto storage = it->table();
         storage->adjustCreateQueryForBackup(create_table_query);
         res.emplace_back(create_table_query, storage);
     }

From 981ece08edf71b4bdfd16b5f71a102e0aed4fd24 Mon Sep 17 00:00:00 2001
From: Dmitry Novik <n0vik@clickhouse.com>
Date: Thu, 10 Nov 2022 00:55:39 +0000
Subject: [PATCH 072/211] Rewrite tests for memory overcommit

---
 .../configs/global_overcommit_tracker.xml     |  3 -
 .../test_global_overcommit_tracker/test.py    | 52 ------------
 .../__init__.py                               |  0
 .../configs/global_overcommit_tracker.xml     |  3 +
 .../test_overcommit_tracker/test.py           | 85 +++++++++++++++++++
 .../02104_overcommit_memory.reference         |  1 -
 .../0_stateless/02104_overcommit_memory.sh    | 49 -----------
 7 files changed, 88 insertions(+), 105 deletions(-)
 delete mode 100644 tests/integration/test_global_overcommit_tracker/configs/global_overcommit_tracker.xml
 delete mode 100644 tests/integration/test_global_overcommit_tracker/test.py
 rename tests/integration/{test_global_overcommit_tracker => test_overcommit_tracker}/__init__.py (100%)
 create mode 100644 tests/integration/test_overcommit_tracker/configs/global_overcommit_tracker.xml
 create mode 100644 tests/integration/test_overcommit_tracker/test.py
 delete mode 100644 tests/queries/0_stateless/02104_overcommit_memory.reference
 delete mode 100755 tests/queries/0_stateless/02104_overcommit_memory.sh

diff --git a/tests/integration/test_global_overcommit_tracker/configs/global_overcommit_tracker.xml b/tests/integration/test_global_overcommit_tracker/configs/global_overcommit_tracker.xml
deleted file mode 100644
index a05d8865a6b..00000000000
--- a/tests/integration/test_global_overcommit_tracker/configs/global_overcommit_tracker.xml
+++ /dev/null
@@ -1,3 +0,0 @@
-<clickhouse>
-    <max_server_memory_usage>50000000</max_server_memory_usage>
-</clickhouse>
\ No newline at end of file
diff --git a/tests/integration/test_global_overcommit_tracker/test.py b/tests/integration/test_global_overcommit_tracker/test.py
deleted file mode 100644
index 871f9ca983e..00000000000
--- a/tests/integration/test_global_overcommit_tracker/test.py
+++ /dev/null
@@ -1,52 +0,0 @@
-import pytest
-
-from helpers.cluster import ClickHouseCluster
-
-cluster = ClickHouseCluster(__file__)
-
-node = cluster.add_instance(
-    "node", main_configs=["configs/global_overcommit_tracker.xml"]
-)
-
-
-@pytest.fixture(scope="module", autouse=True)
-def start_cluster():
-    try:
-        cluster.start()
-        yield cluster
-    finally:
-        cluster.shutdown()
-
-
-TEST_QUERY_A = "SELECT number FROM numbers(1000) GROUP BY number SETTINGS memory_overcommit_ratio_denominator_for_user=1, memory_usage_overcommit_max_wait_microseconds=500"
-TEST_QUERY_B = "SELECT number FROM numbers(1000) GROUP BY number SETTINGS memory_overcommit_ratio_denominator_for_user=2, memory_usage_overcommit_max_wait_microseconds=500"
-
-
-def test_overcommited_is_killed():
-    node.query("CREATE USER A")
-    node.query("GRANT ALL ON *.* TO A")
-    node.query("CREATE USER B")
-    node.query("GRANT ALL ON *.* TO B")
-
-    responses_A = list()
-    responses_B = list()
-    for _ in range(500):
-        responses_A.append(node.get_query_request(TEST_QUERY_A, user="A"))
-        responses_B.append(node.get_query_request(TEST_QUERY_B, user="B"))
-
-    overcommited_killed = False
-    for response in responses_A:
-        _, err = response.get_answer_and_error()
-        if "MEMORY_LIMIT_EXCEEDED" in err:
-            overcommited_killed = True
-    finished = False
-    for response in responses_B:
-        _, err = response.get_answer_and_error()
-        if err == "":
-            finished = True
-
-    assert overcommited_killed, "no overcommited task was killed"
-    assert finished, "all tasks are killed"
-
-    node.query("DROP USER IF EXISTS A")
-    node.query("DROP USER IF EXISTS B")
diff --git a/tests/integration/test_global_overcommit_tracker/__init__.py b/tests/integration/test_overcommit_tracker/__init__.py
similarity index 100%
rename from tests/integration/test_global_overcommit_tracker/__init__.py
rename to tests/integration/test_overcommit_tracker/__init__.py
diff --git a/tests/integration/test_overcommit_tracker/configs/global_overcommit_tracker.xml b/tests/integration/test_overcommit_tracker/configs/global_overcommit_tracker.xml
new file mode 100644
index 00000000000..6f83a570ccc
--- /dev/null
+++ b/tests/integration/test_overcommit_tracker/configs/global_overcommit_tracker.xml
@@ -0,0 +1,3 @@
+<clickhouse>
+    <max_server_memory_usage>2000000000</max_server_memory_usage>
+</clickhouse>
\ No newline at end of file
diff --git a/tests/integration/test_overcommit_tracker/test.py b/tests/integration/test_overcommit_tracker/test.py
new file mode 100644
index 00000000000..0592915e036
--- /dev/null
+++ b/tests/integration/test_overcommit_tracker/test.py
@@ -0,0 +1,85 @@
+import pytest
+
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+
+node = cluster.add_instance(
+    "node", main_configs=["configs/global_overcommit_tracker.xml"]
+)
+
+@pytest.fixture(scope="module", autouse=True)
+def start_cluster():
+    try:
+        cluster.start()
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+GLOBAL_TEST_QUERY_A = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS memory_overcommit_ratio_denominator_for_user=1"
+GLOBAL_TEST_QUERY_B = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS memory_overcommit_ratio_denominator_for_user=80000000"
+
+USER_TEST_QUERY_A = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS max_memory_usage_for_user=2000000000,memory_overcommit_ratio_denominator=1"
+USER_TEST_QUERY_B = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS max_memory_usage_for_user=2000000000,memory_overcommit_ratio_denominator=80000000"
+
+
+def test_user_overcommit():
+    node.query("CREATE USER IF NOT EXISTS A")
+    node.query("GRANT ALL ON *.* TO A")
+
+    responses_A = list()
+    responses_B = list()
+    for i in range(100):
+        if i % 2 == 0:
+            responses_A.append(node.get_query_request(USER_TEST_QUERY_A, user="A"))
+        else:
+            responses_B.append(node.get_query_request(USER_TEST_QUERY_B, user="A"))
+
+    overcommited_killed = False
+    for response in responses_A:
+        _, err = response.get_answer_and_error()
+        if "MEMORY_LIMIT_EXCEEDED" in err:
+            overcommited_killed = True
+    finished = False
+    for response in responses_B:
+        _, err = response.get_answer_and_error()
+        if err == "":
+            finished = True
+
+    assert overcommited_killed, "no overcommited task was killed"
+    assert finished, "all tasks are killed"
+
+    node.query("DROP USER IF EXISTS A")
+
+
+def test_global_overcommit():
+    node.query("CREATE USER IF NOT EXISTS A")
+    node.query("GRANT ALL ON *.* TO A")
+    node.query("CREATE USER IF NOT EXISTS B")
+    node.query("GRANT ALL ON *.* TO B")
+
+    responses_A = list()
+    responses_B = list()
+    for i in range(100):
+        if i % 2 == 0:
+            responses_A.append(node.get_query_request(GLOBAL_TEST_QUERY_A, user="A"))
+        else:
+            responses_B.append(node.get_query_request(GLOBAL_TEST_QUERY_B, user="B"))
+
+    overcommited_killed = False
+    for response in responses_A:
+        _, err = response.get_answer_and_error()
+        if "MEMORY_LIMIT_EXCEEDED" in err:
+            overcommited_killed = True
+    finished = False
+    for response in responses_B:
+        _, err = response.get_answer_and_error()
+        if err == "":
+            finished = True
+
+    assert overcommited_killed, "no overcommited task was killed"
+    assert finished, "all tasks are killed"
+
+    node.query("DROP USER IF EXISTS A")
+    node.query("DROP USER IF EXISTS B")
diff --git a/tests/queries/0_stateless/02104_overcommit_memory.reference b/tests/queries/0_stateless/02104_overcommit_memory.reference
deleted file mode 100644
index b108f48e0fa..00000000000
--- a/tests/queries/0_stateless/02104_overcommit_memory.reference
+++ /dev/null
@@ -1 +0,0 @@
-OVERCOMMITED WITH USER LIMIT WAS KILLED
diff --git a/tests/queries/0_stateless/02104_overcommit_memory.sh b/tests/queries/0_stateless/02104_overcommit_memory.sh
deleted file mode 100755
index 384e30b1283..00000000000
--- a/tests/queries/0_stateless/02104_overcommit_memory.sh
+++ /dev/null
@@ -1,49 +0,0 @@
-#!/usr/bin/env bash
-# Tags: no-parallel, no-fasttest
-
-CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
-# shellcheck source=../shell_config.sh
-. "$CURDIR"/../shell_config.sh
-
-$CLICKHOUSE_CLIENT -q 'CREATE USER IF NOT EXISTS u02104 IDENTIFIED WITH no_password'
-$CLICKHOUSE_CLIENT -q 'GRANT ALL ON *.* TO u02104'
-
-function overcommited()
-{
-    while true; do
-        $CLICKHOUSE_CLIENT -u u02104 -q 'SELECT number FROM numbers(130000) GROUP BY number SETTINGS memory_overcommit_ratio_denominator=1,memory_usage_overcommit_max_wait_microseconds=500' 2>&1 \
-                | grep -F -q "MEMORY_LIMIT_EXCEEDED" && echo "OVERCOMMITED WITH USER LIMIT IS KILLED"
-    done
-}
-
-function expect_execution()
-{
-    while true; do
-        $CLICKHOUSE_CLIENT -u u02104 -q 'SELECT number FROM numbers(130000) GROUP BY number SETTINGS max_memory_usage_for_user=5000000,memory_overcommit_ratio_denominator=2,memory_usage_overcommit_max_wait_microseconds=500' >/dev/null 2>/dev/null
-    done
-}
-
-export -f overcommited
-export -f expect_execution
-
-function user_test()
-{
-    for _ in {1..10};
-    do
-        timeout 10 bash -c overcommited &
-        timeout 10 bash -c expect_execution &
-    done;
-
-    wait
-}
-
-output=$(user_test)
-
-if test -z "$output"
-then
-    echo "OVERCOMMITED WITH USER LIMIT WAS NOT KILLED"
-else
-    echo "OVERCOMMITED WITH USER LIMIT WAS KILLED"
-fi
-
-$CLICKHOUSE_CLIENT -q 'DROP USER IF EXISTS u02104'

From eb612a699d8acdd9f363c321b1d553e1a857d501 Mon Sep 17 00:00:00 2001
From: robot-clickhouse <robot-clickhouse@clickhouse.com>
Date: Thu, 10 Nov 2022 01:08:12 +0000
Subject: [PATCH 073/211] Automatic style fix

---
 tests/integration/test_overcommit_tracker/test.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/integration/test_overcommit_tracker/test.py b/tests/integration/test_overcommit_tracker/test.py
index 0592915e036..5c18ee950d5 100644
--- a/tests/integration/test_overcommit_tracker/test.py
+++ b/tests/integration/test_overcommit_tracker/test.py
@@ -8,6 +8,7 @@ node = cluster.add_instance(
     "node", main_configs=["configs/global_overcommit_tracker.xml"]
 )
 
+
 @pytest.fixture(scope="module", autouse=True)
 def start_cluster():
     try:

From c6449a1b237d27b747f0c9d4f1ad0efcb46c95af Mon Sep 17 00:00:00 2001
From: taiyang-li <654010905@qq.com>
Date: Thu, 10 Nov 2022 10:46:51 +0800
Subject: [PATCH 074/211] fix bug

---
 src/Functions/FunctionsStringArray.h | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index ef0d9ac2896..30a8a80a5b3 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -77,6 +77,9 @@ public:
     /// Check the type of the function's arguments.
     static void checkArguments(const DataTypes & arguments)
     {
+        if (arguments.empty() || arguments.size() > 2)
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Function {} takes one or two arguments", getName());
+
         if (!isString(arguments[0]))
             throw Exception("Illegal type " + arguments[0]->getName() + " of first argument of function " + getName() + ". Must be String.",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -142,6 +145,9 @@ public:
     /// Check the type of the function's arguments.
     static void checkArguments(const DataTypes & arguments)
     {
+        if (arguments.empty() || arguments.size() > 2)
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Function {} takes one or two arguments", getName());
+
         if (!isString(arguments[0]))
             throw Exception("Illegal type " + arguments[0]->getName() + " of first argument of function " + getName() + ". Must be String.",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
@@ -207,6 +213,9 @@ public:
     /// Check the type of the function's arguments.
     static void checkArguments(const DataTypes & arguments)
     {
+        if (arguments.empty() || arguments.size() > 2)
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Function {} takes one or two arguments", getName());
+
         if (!isString(arguments[0]))
             throw Exception("Illegal type " + arguments[0]->getName() + " of first argument of function " + getName() + ". Must be String.",
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);

From 6cbfab4e954f77e94daa6d13ca6f337136addade Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Thu, 10 Nov 2022 03:10:25 +0000
Subject: [PATCH 075/211] fix test

---
 tests/integration/test_storage_delta/test.py | 4 ++--
 tests/integration/test_storage_hudi/test.py  | 8 ++++----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/tests/integration/test_storage_delta/test.py b/tests/integration/test_storage_delta/test.py
index 98e06d0792b..6f3b7648162 100644
--- a/tests/integration/test_storage_delta/test.py
+++ b/tests/integration/test_storage_delta/test.py
@@ -126,7 +126,7 @@ def test_select_query(started_cluster):
     run_query(instance, create_query)
 
     select_query = "SELECT {} FROM deltalake FORMAT TSV"
-    select_table_function_query = "SELECT {} FROM deltaLake('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"
+    select_table_function_query = "SELECT {col} FROM deltaLake('http://{ip}:{port}/{bucket}/test_table/', 'minio', 'minio123') FORMAT TSV"
 
     for column_name in columns:
         result = run_query(instance, select_query.format(column_name)).splitlines()
@@ -134,6 +134,6 @@ def test_select_query(started_cluster):
 
     for column_name in columns:
         result = run_query(
-            instance, select_table_function_query.format(column_name)
+            instance, select_table_function_query.format(col=column_name, ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket)
         ).splitlines()
         assert len(result) > 0
diff --git a/tests/integration/test_storage_hudi/test.py b/tests/integration/test_storage_hudi/test.py
index b328c9f2c3a..e8a720dcc02 100644
--- a/tests/integration/test_storage_hudi/test.py
+++ b/tests/integration/test_storage_hudi/test.py
@@ -133,7 +133,7 @@ def test_select_query(started_cluster):
 
     select_query = "SELECT {} FROM hudi FORMAT TSV"
 
-    select_table_function_query = "SELECT {} FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123')"
+    select_table_function_query = "SELECT {col} FROM hudi('http://{ip}:{port}/{bucket}/test_table/', 'minio', 'minio123') FORMAT TSV"
 
     for column_name in columns:
         result = run_query(instance, select_query.format(column_name)).splitlines()
@@ -141,7 +141,7 @@ def test_select_query(started_cluster):
 
     for column_name in columns:
         result = run_query(
-            instance, select_table_function_query.format(column_name)
+            instance, select_table_function_query.format(col=column_name, ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket)
         ).splitlines()
         assert len(result) > 0
 
@@ -150,10 +150,10 @@ def test_select_query(started_cluster):
         "SELECT DISTINCT partitionpath FROM hudi ORDER BY partitionpath FORMAT TSV"
     )
 
-    distinct_select_table_function_query = "SELECT DISTINCT partitionpath FROM hudi('http://{started_cluster.minio_ip}:{started_cluster.minio_port}/{bucket}/test_table/', 'minio', 'minio123') ORDER BY partitionpath FORMAT TSV"
+    distinct_select_table_function_query = "SELECT DISTINCT partitionpath FROM hudi('http://{ip}:{port}/{bucket}/test_table/', 'minio', 'minio123') ORDER BY partitionpath FORMAT TSV"
 
     result = run_query(instance, distinct_select_query)
-    result_table_function = run_query(instance, distinct_select_query)
+    result_table_function = run_query(instance, distinct_select_query.format(ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket))
     expected = [
         "americas/brazil/sao_paulo",
         "americas/united_states/san_francisco",

From da77199bf577fa90e5bea1b43db3b50a5543b816 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Thu, 10 Nov 2022 03:25:40 +0000
Subject: [PATCH 076/211] fix style

fix style
---
 tests/integration/test_storage_delta/test.py |  8 +++++++-
 tests/integration/test_storage_hudi/test.py  | 15 +++++++++++++--
 2 files changed, 20 insertions(+), 3 deletions(-)

diff --git a/tests/integration/test_storage_delta/test.py b/tests/integration/test_storage_delta/test.py
index 6f3b7648162..a63244df814 100644
--- a/tests/integration/test_storage_delta/test.py
+++ b/tests/integration/test_storage_delta/test.py
@@ -134,6 +134,12 @@ def test_select_query(started_cluster):
 
     for column_name in columns:
         result = run_query(
-            instance, select_table_function_query.format(col=column_name, ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket)
+            instance,
+            select_table_function_query.format(
+                col=column_name,
+                ip=started_cluster.minio_ip,
+                port=started_cluster.minio_port,
+                bucket=bucket,
+            ),
         ).splitlines()
         assert len(result) > 0
diff --git a/tests/integration/test_storage_hudi/test.py b/tests/integration/test_storage_hudi/test.py
index e8a720dcc02..dd870aae42e 100644
--- a/tests/integration/test_storage_hudi/test.py
+++ b/tests/integration/test_storage_hudi/test.py
@@ -141,7 +141,13 @@ def test_select_query(started_cluster):
 
     for column_name in columns:
         result = run_query(
-            instance, select_table_function_query.format(col=column_name, ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket)
+            instance,
+            select_table_function_query.format(
+                col=column_name,
+                ip=started_cluster.minio_ip,
+                port=started_cluster.minio_port,
+                bucket=bucket,
+            ),
         ).splitlines()
         assert len(result) > 0
 
@@ -153,7 +159,12 @@ def test_select_query(started_cluster):
     distinct_select_table_function_query = "SELECT DISTINCT partitionpath FROM hudi('http://{ip}:{port}/{bucket}/test_table/', 'minio', 'minio123') ORDER BY partitionpath FORMAT TSV"
 
     result = run_query(instance, distinct_select_query)
-    result_table_function = run_query(instance, distinct_select_query.format(ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket))
+    result_table_function = run_query(
+        instance,
+        distinct_select_query.format(
+            ip=started_cluster.minio_ip, port=started_cluster.minio_port, bucket=bucket
+        ),
+    )
     expected = [
         "americas/brazil/sao_paulo",
         "americas/united_states/san_francisco",

From a5a1f5abf7ca4084d66ede084cede34362d5f698 Mon Sep 17 00:00:00 2001
From: Yakov Olkhovskiy <yakov@clickhouse.com>
Date: Thu, 10 Nov 2022 07:33:54 +0000
Subject: [PATCH 077/211] fix client.py - should use '--progress', return tests
 - they are working, fix help string

---
 src/Client/ClientBase.cpp                           |  2 +-
 tests/queries/0_stateless/02456_progress_tty.expect | 10 ++++++++++
 tests/queries/0_stateless/helpers/client.py         |  2 +-
 3 files changed, 12 insertions(+), 2 deletions(-)

diff --git a/src/Client/ClientBase.cpp b/src/Client/ClientBase.cpp
index c8fcf560859..5bd65ac2334 100644
--- a/src/Client/ClientBase.cpp
+++ b/src/Client/ClientBase.cpp
@@ -2324,7 +2324,7 @@ void ClientBase::init(int argc, char ** argv)
         ("stage", po::value<std::string>()->default_value("complete"), "Request query processing up to specified stage: complete,fetch_columns,with_mergeable_state,with_mergeable_state_after_aggregation,with_mergeable_state_after_aggregation_and_limit")
         ("query_kind", po::value<std::string>()->default_value("initial_query"), "One of initial_query/secondary_query/no_query")
         ("query_id", po::value<std::string>(), "query_id")
-        ("progress", po::value<ProgressOption>()->implicit_value(ProgressOption::TTY, "tty")->default_value(ProgressOption::OFF, "off"), "Print progress of queries execution - to TTY (default): tty|on|1|true|yes; to STDERR: err; OFF: off|0|false|no")
+        ("progress", po::value<ProgressOption>()->implicit_value(ProgressOption::TTY, "tty")->default_value(ProgressOption::OFF, "off"), "Print progress of queries execution - to TTY: tty|on|1|true|yes; to STDERR: err; OFF (default): off|0|false|no")
 
         ("disable_suggestion,A", "Disable loading suggestion data. Note that suggestion data is loaded asynchronously through a second connection to ClickHouse server. Also it is reasonable to disable suggestion if you want to paste a query with TAB characters. Shorthand option -A is for those who get used to mysql client.")
         ("time,t", "print query execution time to stderr in non-interactive mode (for benchmarks)")
diff --git a/tests/queries/0_stateless/02456_progress_tty.expect b/tests/queries/0_stateless/02456_progress_tty.expect
index 45156c6b0f5..ba6cc0537eb 100755
--- a/tests/queries/0_stateless/02456_progress_tty.expect
+++ b/tests/queries/0_stateless/02456_progress_tty.expect
@@ -34,6 +34,16 @@ expect "Progress: "
 expect "█"
 send "\3"
 
+# But we can set it to false
+send "\$CLICKHOUSE_LOCAL --progress false --query 'SELECT sleep(1), \$\$Hello\$\$ FROM numbers(3) SETTINGS max_block_size = 1' 2>/dev/null\r"
+expect -exact "0\tHello\r\n"
+send "\3"
+
+# As well as to 0 for the same effect
+send "\$CLICKHOUSE_LOCAL --progress 0 --query 'SELECT sleep(1), \$\$Hello\$\$ FROM numbers(3) SETTINGS max_block_size = 1' 2>/dev/null\r"
+expect -exact "0\tHello\r\n"
+send "\3"
+
 # If we set it to 1, the progress will be displayed as well
 send "\$CLICKHOUSE_LOCAL --progress 1 --query 'SELECT sum(sleep(1) = 0) FROM numbers(3) SETTINGS max_block_size = 1' >/dev/null 2>&1\r"
 expect "Progress: "
diff --git a/tests/queries/0_stateless/helpers/client.py b/tests/queries/0_stateless/helpers/client.py
index 5c8589dfca1..184b6b22cb6 100644
--- a/tests/queries/0_stateless/helpers/client.py
+++ b/tests/queries/0_stateless/helpers/client.py
@@ -16,7 +16,7 @@ class client(object):
     def __init__(self, command=None, name="", log=None):
         self.client = uexpect.spawn(["/bin/bash", "--noediting"])
         if command is None:
-            command = os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client"
+            command = os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client --progress"
         self.client.command = command
         self.client.eol("\r")
         self.client.logger(log, prefix=name)

From 055e655145ae9b7f1062cc76dc23b0ebe9684509 Mon Sep 17 00:00:00 2001
From: robot-clickhouse <robot-clickhouse@clickhouse.com>
Date: Thu, 10 Nov 2022 07:41:13 +0000
Subject: [PATCH 078/211] Automatic style fix

---
 tests/queries/0_stateless/helpers/client.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/helpers/client.py b/tests/queries/0_stateless/helpers/client.py
index 184b6b22cb6..7c9b2c1c83f 100644
--- a/tests/queries/0_stateless/helpers/client.py
+++ b/tests/queries/0_stateless/helpers/client.py
@@ -16,7 +16,9 @@ class client(object):
     def __init__(self, command=None, name="", log=None):
         self.client = uexpect.spawn(["/bin/bash", "--noediting"])
         if command is None:
-            command = os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client --progress"
+            command = (
+                os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client --progress"
+            )
         self.client.command = command
         self.client.eol("\r")
         self.client.logger(log, prefix=name)

From c50e7957886b6fb7c8584a97d3bbd256316473ad Mon Sep 17 00:00:00 2001
From: Antonio Andelic <antonio@clickhouse.com>
Date: Thu, 10 Nov 2022 11:04:51 +0000
Subject: [PATCH 079/211] Fix expected ZXID

---
 tests/integration/test_keeper_four_word_command/test.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/integration/test_keeper_four_word_command/test.py b/tests/integration/test_keeper_four_word_command/test.py
index 4559904f8b7..c425c18158b 100644
--- a/tests/integration/test_keeper_four_word_command/test.py
+++ b/tests/integration/test_keeper_four_word_command/test.py
@@ -367,7 +367,7 @@ def test_cmd_stat(started_cluster):
         assert result["Received"] == "10"
         assert result["Sent"] == "10"
         assert int(result["Connections"]) == 1
-        assert int(result["Zxid"]) > 14
+        assert int(result["Zxid"]) >= 10
         assert result["Mode"] == "leader"
         assert result["Node count"] == "13"
 

From 71437851b18f155b5e2620ab31480649427ab5fc Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <KochetovNicolai@users.noreply.github.com>
Date: Thu, 10 Nov 2022 12:56:00 +0100
Subject: [PATCH 080/211] Update client.py

---
 tests/queries/0_stateless/helpers/client.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/helpers/client.py b/tests/queries/0_stateless/helpers/client.py
index 7c9b2c1c83f..26c82cad0d1 100644
--- a/tests/queries/0_stateless/helpers/client.py
+++ b/tests/queries/0_stateless/helpers/client.py
@@ -17,7 +17,7 @@ class client(object):
         self.client = uexpect.spawn(["/bin/bash", "--noediting"])
         if command is None:
             command = (
-                os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client --progress"
+                os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client"
             )
         self.client.command = command
         self.client.eol("\r")

From 77c0728e779ed4024336c58d49fc22a22df24ce6 Mon Sep 17 00:00:00 2001
From: Nikolai Kochetov <nik-kochetov@yandex-team.ru>
Date: Thu, 10 Nov 2022 11:59:25 +0000
Subject: [PATCH 081/211] Fix aarch build.

---
 src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index fb8c4b17a3e..ac131a1b67c 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -740,7 +740,7 @@ InputOrderInfoPtr buildInputOrderInfo(SortingStep & sorting, QueryPlan::Node & n
         return nullptr;
 
     const auto & description = sorting.getSortDescription();
-    auto limit = sorting.getLimit();
+    size_t limit = sorting.getLimit();
 
     ActionsDAGPtr dag;
     FixedColumns fixed_columns;

From 98bb346a29af47aa323eec4788575dae4957893b Mon Sep 17 00:00:00 2001
From: robot-clickhouse <robot-clickhouse@clickhouse.com>
Date: Thu, 10 Nov 2022 12:05:41 +0000
Subject: [PATCH 082/211] Automatic style fix

---
 tests/queries/0_stateless/helpers/client.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/tests/queries/0_stateless/helpers/client.py b/tests/queries/0_stateless/helpers/client.py
index 26c82cad0d1..5c8589dfca1 100644
--- a/tests/queries/0_stateless/helpers/client.py
+++ b/tests/queries/0_stateless/helpers/client.py
@@ -16,9 +16,7 @@ class client(object):
     def __init__(self, command=None, name="", log=None):
         self.client = uexpect.spawn(["/bin/bash", "--noediting"])
         if command is None:
-            command = (
-                os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client"
-            )
+            command = os.environ.get("CLICKHOUSE_BINARY", "clickhouse") + " client"
         self.client.command = command
         self.client.eol("\r")
         self.client.logger(log, prefix=name)

From e2de80953285c0ec93da2eb4a8ed349c9be6f432 Mon Sep 17 00:00:00 2001
From: "Mikhail f. Shiryaev" <felixoid@clickhouse.com>
Date: Wed, 14 Sep 2022 15:40:45 +0200
Subject: [PATCH 083/211] Add typing to commit_status_helper.py

---
 tests/ci/commit_status_helper.py | 33 ++++++++++++++++----------------
 1 file changed, 17 insertions(+), 16 deletions(-)

diff --git a/tests/ci/commit_status_helper.py b/tests/ci/commit_status_helper.py
index 8b9d28502c1..cbd0fd4b3ce 100644
--- a/tests/ci/commit_status_helper.py
+++ b/tests/ci/commit_status_helper.py
@@ -3,19 +3,19 @@
 import csv
 import os
 import time
-from typing import Optional
+from typing import List
 import logging
 
 from ci_config import CI_CONFIG, REQUIRED_CHECKS
 from env_helper import GITHUB_REPOSITORY, GITHUB_RUN_URL
 from github import Github
 from github.Commit import Commit
-from pr_info import SKIP_MERGEABLE_CHECK_LABEL
+from pr_info import PRInfo, SKIP_MERGEABLE_CHECK_LABEL
 
 RETRY = 5
 
 
-def override_status(status, check_name, invert=False):
+def override_status(status: str, check_name: str, invert=False) -> str:
     if CI_CONFIG["tests_config"].get(check_name, {}).get("force_tests", False):
         return "success"
 
@@ -27,24 +27,23 @@ def override_status(status, check_name, invert=False):
     return status
 
 
-def get_commit(
-    gh: Github, commit_sha: str, retry_count: int = RETRY
-) -> Optional[Commit]:
+def get_commit(gh: Github, commit_sha: str, retry_count: int = RETRY) -> Commit:
     for i in range(retry_count):
         try:
             repo = gh.get_repo(GITHUB_REPOSITORY)
             commit = repo.get_commit(commit_sha)
-            return commit
+            break
         except Exception as ex:
             if i == retry_count - 1:
                 raise ex
             time.sleep(i)
 
-    # just suppress warning
-    return None
+    return commit
 
 
-def post_commit_status(gh, sha, check_name, description, state, report_url):
+def post_commit_status(
+    gh: Github, sha: str, check_name: str, description: str, state: str, report_url: str
+):
     for i in range(RETRY):
         try:
             commit = get_commit(gh, sha, 1)
@@ -61,7 +60,9 @@ def post_commit_status(gh, sha, check_name, description, state, report_url):
             time.sleep(i)
 
 
-def post_commit_status_to_file(file_path, description, state, report_url):
+def post_commit_status_to_file(
+    file_path: str, description: str, state: str, report_url: str
+):
     if os.path.exists(file_path):
         raise Exception(f'File "{file_path}" already exists!')
     with open(file_path, "w", encoding="utf-8") as f:
@@ -69,21 +70,21 @@ def post_commit_status_to_file(file_path, description, state, report_url):
         out.writerow([state, report_url, description])
 
 
-def remove_labels(gh, pr_info, labels_names):
+def remove_labels(gh: Github, pr_info: PRInfo, labels_names: List[str]):
     repo = gh.get_repo(GITHUB_REPOSITORY)
     pull_request = repo.get_pull(pr_info.number)
     for label in labels_names:
         pull_request.remove_from_labels(label)
 
 
-def post_labels(gh, pr_info, labels_names):
+def post_labels(gh: Github, pr_info: PRInfo, labels_names: List[str]):
     repo = gh.get_repo(GITHUB_REPOSITORY)
     pull_request = repo.get_pull(pr_info.number)
     for label in labels_names:
         pull_request.add_to_labels(label)
 
 
-def fail_mergeable_check(commit, description):
+def fail_mergeable_check(commit: Commit, description: str):
     commit.create_status(
         context="Mergeable Check",
         description=description,
@@ -92,7 +93,7 @@ def fail_mergeable_check(commit, description):
     )
 
 
-def reset_mergeable_check(commit, description=""):
+def reset_mergeable_check(commit: Commit, description: str = ""):
     commit.create_status(
         context="Mergeable Check",
         description=description,
@@ -101,7 +102,7 @@ def reset_mergeable_check(commit, description=""):
     )
 
 
-def update_mergeable_check(gh, pr_info, check_name):
+def update_mergeable_check(gh: Github, pr_info: PRInfo, check_name: str):
     if SKIP_MERGEABLE_CHECK_LABEL in pr_info.labels:
         return
 

From eec74e46e42a41b11eb80555acb2cb2a0aaaf8eb Mon Sep 17 00:00:00 2001
From: "Mikhail f. Shiryaev" <felixoid@clickhouse.com>
Date: Wed, 14 Sep 2022 16:00:46 +0200
Subject: [PATCH 084/211] Move get_commit_filtered_statuses to
 commit_status_helper

---
 tests/ci/commit_status_helper.py | 18 ++++++++++++++++++
 tests/ci/rerun_helper.py         | 26 ++++----------------------
 2 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/tests/ci/commit_status_helper.py b/tests/ci/commit_status_helper.py
index cbd0fd4b3ce..185dc64daa9 100644
--- a/tests/ci/commit_status_helper.py
+++ b/tests/ci/commit_status_helper.py
@@ -10,9 +10,11 @@ from ci_config import CI_CONFIG, REQUIRED_CHECKS
 from env_helper import GITHUB_REPOSITORY, GITHUB_RUN_URL
 from github import Github
 from github.Commit import Commit
+from github.CommitStatus import CommitStatus
 from pr_info import PRInfo, SKIP_MERGEABLE_CHECK_LABEL
 
 RETRY = 5
+CommitStatuses = List[CommitStatus]
 
 
 def override_status(status: str, check_name: str, invert=False) -> str:
@@ -70,6 +72,22 @@ def post_commit_status_to_file(
         out.writerow([state, report_url, description])
 
 
+def get_commit_filtered_statuses(commit: Commit) -> CommitStatuses:
+    """
+    Squash statuses to latest state
+    1. context="first", state="success", update_time=1
+    2. context="second", state="success", update_time=2
+    3. context="first", stat="failure", update_time=3
+    =========>
+    1. context="second", state="success"
+    2. context="first", stat="failure"
+    """
+    filtered = {}
+    for status in sorted(commit.get_statuses(), key=lambda x: x.updated_at):
+        filtered[status.context] = status
+    return list(filtered.values())
+
+
 def remove_labels(gh: Github, pr_info: PRInfo, labels_names: List[str]):
     repo = gh.get_repo(GITHUB_REPOSITORY)
     pull_request = repo.get_pull(pr_info.number)
diff --git a/tests/ci/rerun_helper.py b/tests/ci/rerun_helper.py
index c4ae70eadb9..fa73256d759 100644
--- a/tests/ci/rerun_helper.py
+++ b/tests/ci/rerun_helper.py
@@ -1,14 +1,13 @@
 #!/usr/bin/env python3
-from typing import List, Optional
+from typing import Optional
 
-from commit_status_helper import get_commit
+from commit_status_helper import get_commit, get_commit_filtered_statuses
 from github import Github
 from github.CommitStatus import CommitStatus
 from pr_info import PRInfo
 
-CommitStatuses = List[CommitStatus]
-
 
+# TODO: move it to commit_status_helper
 class RerunHelper:
     def __init__(self, gh: Github, pr_info: PRInfo, check_name: str):
         self.gh = gh
@@ -18,7 +17,7 @@ class RerunHelper:
         if commit is None:
             raise ValueError(f"unable to receive commit for {pr_info.sha}")
         self.pygh_commit = commit
-        self.statuses = self.ger_filtered_statuses()
+        self.statuses = get_commit_filtered_statuses(commit)
 
     def is_already_finished_by_status(self) -> bool:
         # currently we agree even for failed statuses
@@ -35,20 +34,3 @@ class RerunHelper:
             if self.check_name in status.context:
                 return status
         return None
-
-    def ger_filtered_statuses(self) -> CommitStatuses:
-        """
-        Squash statuses to latest state
-        1. context="first", state="success", update_time=1
-        2. context="second", state="success", update_time=2
-        3. context="first", stat="failure", update_time=3
-        =========>
-        1. context="second", state="success"
-        2. context="first", stat="failure"
-        """
-        filt = {}
-        for status in sorted(
-            self.pygh_commit.get_statuses(), key=lambda x: x.updated_at
-        ):
-            filt[status.context] = status
-        return list(filt.values())

From f8c907c463f5a53c79589d129a6e9a32f8b8fc6e Mon Sep 17 00:00:00 2001
From: Igor Nikonov <954088+devcrafter@users.noreply.github.com>
Date: Thu, 10 Nov 2022 13:14:04 +0100
Subject: [PATCH 085/211] Revert "Revert " Keeper retries during insert
 (clean)""

---
 src/Common/ZooKeeper/TestKeeper.h             |   2 +-
 src/Common/ZooKeeper/ZooKeeper.h              |   2 +-
 src/Core/Settings.h                           |   5 +
 .../MergeTree/EphemeralLockInZooKeeper.cpp    |  39 +-
 .../MergeTree/EphemeralLockInZooKeeper.h      |  15 +-
 ...ReplicatedMergeTreeMergeStrategyPicker.cpp |   4 +
 .../MergeTree/ReplicatedMergeTreeSink.cpp     | 247 +++++---
 .../MergeTree/ReplicatedMergeTreeSink.h       |  19 +-
 src/Storages/MergeTree/ZooKeeperRetries.h     | 265 +++++++++
 .../MergeTree/ZooKeeperWithFaultInjection.h   | 527 ++++++++++++++++++
 src/Storages/StorageReplicatedMergeTree.cpp   |  93 +++-
 src/Storages/StorageReplicatedMergeTree.h     |  35 +-
 tests/config/install.sh                       |   1 +
 .../config/users.d/insert_keeper_retries.xml  |   8 +
 .../__init__.py                               |   0
 .../test_inserts_with_keeper_retries/test.py  | 100 ++++
 .../integration/test_restore_replica/test.py  |   9 +-
 .../00121_drop_column_zookeeper.sql           |   6 +-
 ...partitioning_replicated_zookeeper_long.sql |  47 +-
 .../00652_replicated_mutations_zookeeper.sh   |  24 +-
 ...replicated_without_partition_zookeeper.sql |   8 +-
 ..._fetch_merged_or_mutated_part_zookeeper.sh |   9 +-
 ...ated_minimalistic_part_header_zookeeper.sh |   1 +
 .../01037_zookeeper_check_table_empty_pk.sql  |   9 +-
 ...eeper_system_mutations_with_parts_names.sh |   3 +-
 ...eeper_mutations_and_insert_quorum_long.sql |  11 +-
 .../01135_default_and_alter_zookeeper.sql     |   4 +-
 ...mutation_stuck_after_replace_partition.sql |   2 +
 .../0_stateless/01158_zookeeper_log_long.sql  |   7 +-
 ...compact_part_replicated_zookeeper_long.sql |   4 +
 ...18_long_unsuccessful_mutation_zookeeper.sh |   9 +-
 ...artition_key_replicated_zookeeper_long.sql |  13 +-
 ...1417_freeze_partition_verbose_zookeeper.sh |   8 +-
 ...replicated_detach_drop_and_quorum_long.sql |   1 +
 ...01451_replicated_detach_drop_part_long.sql |   9 +-
 .../01459_manual_write_to_replicas.sh         |  10 +-
 .../01459_manual_write_to_replicas_quorum.sh  |   6 +-
 ...check_many_parallel_quorum_inserts_long.sh |   4 +-
 .../01509_parallel_quorum_and_merge_long.sh   |  13 +-
 ...arallel_quorum_insert_no_replicas_long.sql |  13 +-
 ..._execute_merges_on_single_replica_long.sql |   2 +
 ...primary_key_without_order_by_zookeeper.sql |  12 +-
 ...6_replicated_mutations_empty_partition.sql |   7 +-
 .../01593_concurrent_alter_mutations_kill.sh  |   6 +-
 ..._part_and_deduplication_zookeeper_long.sql |   5 +-
 ...kground_checker_blather_zookeeper_long.sql |   8 +-
 .../01810_max_part_removal_threads_long.sh    |   3 +
 .../0_stateless/01825_type_json_3.sql.j2      |   2 +
 .../01870_modulo_partition_key.sql            |   9 +-
 .../02228_merge_tree_insert_memory_usage.sql  |   5 +-
 .../02340_parts_refcnt_mergetree.sh           |   4 +-
 .../02369_lost_part_intersecting_merges.sh    |  16 +-
 .../02448_clone_replica_lost_part.sql         |   2 +
 ...456_keeper_retries_during_insert.reference |   2 +
 .../02456_keeper_retries_during_insert.sql    |  26 +
 55 files changed, 1451 insertions(+), 250 deletions(-)
 create mode 100644 src/Storages/MergeTree/ZooKeeperRetries.h
 create mode 100644 src/Storages/MergeTree/ZooKeeperWithFaultInjection.h
 create mode 100644 tests/config/users.d/insert_keeper_retries.xml
 create mode 100644 tests/integration/test_inserts_with_keeper_retries/__init__.py
 create mode 100644 tests/integration/test_inserts_with_keeper_retries/test.py
 create mode 100644 tests/queries/0_stateless/02456_keeper_retries_during_insert.reference
 create mode 100644 tests/queries/0_stateless/02456_keeper_retries_during_insert.sql

diff --git a/src/Common/ZooKeeper/TestKeeper.h b/src/Common/ZooKeeper/TestKeeper.h
index aad5131fcb5..62615afb4f7 100644
--- a/src/Common/ZooKeeper/TestKeeper.h
+++ b/src/Common/ZooKeeper/TestKeeper.h
@@ -34,7 +34,7 @@ using TestKeeperRequestPtr = std::shared_ptr<TestKeeperRequest>;
 class TestKeeper final : public IKeeper
 {
 public:
-    TestKeeper(const zkutil::ZooKeeperArgs & args_);
+    explicit TestKeeper(const zkutil::ZooKeeperArgs & args_);
     ~TestKeeper() override;
 
     bool isExpired() const override { return expired; }
diff --git a/src/Common/ZooKeeper/ZooKeeper.h b/src/Common/ZooKeeper/ZooKeeper.h
index c9529b78f8a..9de8241cfbe 100644
--- a/src/Common/ZooKeeper/ZooKeeper.h
+++ b/src/Common/ZooKeeper/ZooKeeper.h
@@ -156,7 +156,7 @@ public:
     using Ptr = std::shared_ptr<ZooKeeper>;
     using ErrorsList = std::initializer_list<Coordination::Error>;
 
-    ZooKeeper(const ZooKeeperArgs & args_, std::shared_ptr<DB::ZooKeeperLog> zk_log_ = nullptr);
+    explicit ZooKeeper(const ZooKeeperArgs & args_, std::shared_ptr<DB::ZooKeeperLog> zk_log_ = nullptr);
 
     /** Config of the form:
         <zookeeper>
diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index 8c67cf94a61..45ca9845afb 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -658,6 +658,11 @@ static constexpr UInt64 operator""_GiB(unsigned long long value)
     M(Bool, multiple_joins_try_to_keep_original_names, false, "Do not add aliases to top level expression list on multiple joins rewrite", 0) \
     M(Bool, optimize_distinct_in_order, true, "Enable DISTINCT optimization if some columns in DISTINCT form a prefix of sorting. For example, prefix of sorting key in merge tree or ORDER BY statement", 0) \
     M(Bool, optimize_sorting_by_input_stream_properties, true, "Optimize sorting by sorting properties of input stream", 0) \
+    M(UInt64, insert_keeper_max_retries, 0, "Max retries for keeper operations during insert", 0) \
+    M(UInt64, insert_keeper_retry_initial_backoff_ms, 100, "Initial backoff timeout for keeper operations during insert", 0) \
+    M(UInt64, insert_keeper_retry_max_backoff_ms, 10000, "Max backoff timeout for keeper operations during insert", 0) \
+    M(Float, insert_keeper_fault_injection_probability, 0.0f, "Approximate probability of failure for a keeper request during insert. Valid value is in interval [0.0f, 1.0f]", 0) \
+    M(UInt64, insert_keeper_fault_injection_seed, 0, "0 - random seed, otherwise the setting value", 0) \
     // End of COMMON_SETTINGS
     // Please add settings related to formats into the FORMAT_FACTORY_SETTINGS and move obsolete settings to OBSOLETE_SETTINGS.
 
diff --git a/src/Storages/MergeTree/EphemeralLockInZooKeeper.cpp b/src/Storages/MergeTree/EphemeralLockInZooKeeper.cpp
index 6ddb35d109e..6d75f523056 100644
--- a/src/Storages/MergeTree/EphemeralLockInZooKeeper.cpp
+++ b/src/Storages/MergeTree/EphemeralLockInZooKeeper.cpp
@@ -2,6 +2,7 @@
 #include <Common/ZooKeeper/KeeperException.h>
 #include <Common/logger_useful.h>
 #include <base/types.h>
+#include <Storages/MergeTree/ZooKeeperWithFaultInjection.h>
 
 
 namespace DB
@@ -12,22 +13,22 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-EphemeralLockInZooKeeper::EphemeralLockInZooKeeper(const String & path_prefix_, zkutil::ZooKeeper & zookeeper_, const String & path_)
-    : zookeeper(&zookeeper_), path_prefix(path_prefix_), path(path_)
+EphemeralLockInZooKeeper::EphemeralLockInZooKeeper(const String & path_prefix_, const ZooKeeperWithFaultInjectionPtr & zookeeper_, const String & path_)
+    : zookeeper(zookeeper_), path_prefix(path_prefix_), path(path_)
 {
     if (path.size() <= path_prefix.size())
         throw Exception("Logical error: name of the main node is shorter than prefix.", ErrorCodes::LOGICAL_ERROR);
 }
 
 std::optional<EphemeralLockInZooKeeper> createEphemeralLockInZooKeeper(
-    const String & path_prefix_, const String & temp_path, zkutil::ZooKeeper & zookeeper_, const String & deduplication_path)
+    const String & path_prefix_, const String & temp_path, const ZooKeeperWithFaultInjectionPtr & zookeeper_, const String & deduplication_path)
 {
     String path;
 
     if (deduplication_path.empty())
     {
         String holder_path = temp_path + "/" + EphemeralLockInZooKeeper::LEGACY_LOCK_OTHER;
-        path = zookeeper_.create(path_prefix_, holder_path, zkutil::CreateMode::EphemeralSequential);
+        path = zookeeper_->create(path_prefix_, holder_path, zkutil::CreateMode::EphemeralSequential);
     }
     else
     {
@@ -39,11 +40,15 @@ std::optional<EphemeralLockInZooKeeper> createEphemeralLockInZooKeeper(
         ops.emplace_back(zkutil::makeRemoveRequest(deduplication_path, -1));
         ops.emplace_back(zkutil::makeCreateRequest(path_prefix_, holder_path, zkutil::CreateMode::EphemeralSequential));
         Coordination::Responses responses;
-        Coordination::Error e = zookeeper_.tryMulti(ops, responses);
+        Coordination::Error e = zookeeper_->tryMulti(ops, responses);
         if (e != Coordination::Error::ZOK)
         {
             if (responses[0]->error == Coordination::Error::ZNODEEXISTS)
             {
+                LOG_DEBUG(
+                    &Poco::Logger::get("createEphemeralLockInZooKeeper"),
+                    "Deduplication path already exists: deduplication_path={}",
+                    deduplication_path);
                 return {};
             }
             else
@@ -82,9 +87,31 @@ EphemeralLockInZooKeeper::~EphemeralLockInZooKeeper()
     {
         unlock();
     }
+    catch (const zkutil::KeeperException & e)
+    {
+        if (Coordination::isHardwareError(e.code))
+            LOG_DEBUG(
+                &Poco::Logger::get("EphemeralLockInZooKeeper"),
+                "ZooKeeper communication error during unlock: code={} message='{}'",
+                e.code,
+                e.message());
+        else if (e.code == Coordination::Error::ZNONODE)
+            /// To avoid additional round-trip for unlocking,
+            /// ephemeral node can be deleted explicitly as part of another multi op request to ZK
+            /// and marked as such via assumeUnlocked() if we got successful response.
+            /// But it's possible that the multi op request can be executed on server side, and client will not get response due to network issue.
+            /// In such case, assumeUnlocked() will not be called, so we'll get ZNONODE error here since the noded is already deleted
+            LOG_DEBUG(
+                &Poco::Logger::get("EphemeralLockInZooKeeper"),
+                "ZooKeeper node was already deleted: code={} message={}",
+                e.code,
+                e.message());
+        else
+            tryLogCurrentException("EphemeralLockInZooKeeper");
+    }
     catch (...)
     {
-        tryLogCurrentException("~EphemeralLockInZooKeeper");
+        tryLogCurrentException("EphemeralLockInZooKeeper");
     }
 }
 
diff --git a/src/Storages/MergeTree/EphemeralLockInZooKeeper.h b/src/Storages/MergeTree/EphemeralLockInZooKeeper.h
index 5945fa10d91..c630bcc4681 100644
--- a/src/Storages/MergeTree/EphemeralLockInZooKeeper.h
+++ b/src/Storages/MergeTree/EphemeralLockInZooKeeper.h
@@ -12,6 +12,8 @@
 
 namespace DB
 {
+class ZooKeeperWithFaultInjection;
+using ZooKeeperWithFaultInjectionPtr = std::shared_ptr<ZooKeeperWithFaultInjection>;
 
 namespace ErrorCodes
 {
@@ -25,13 +27,14 @@ namespace ErrorCodes
 class EphemeralLockInZooKeeper : public boost::noncopyable
 {
     friend std::optional<EphemeralLockInZooKeeper> createEphemeralLockInZooKeeper(
-        const String & path_prefix_, const String & temp_path, zkutil::ZooKeeper & zookeeper_, const String & deduplication_path);
+        const String & path_prefix_, const String & temp_path, const ZooKeeperWithFaultInjectionPtr & zookeeper_, const String & deduplication_path);
 
 protected:
-    EphemeralLockInZooKeeper() = delete;
-    EphemeralLockInZooKeeper(const String & path_prefix_, zkutil::ZooKeeper & zookeeper_, const String & path_);
+    EphemeralLockInZooKeeper(const String & path_prefix_, const ZooKeeperWithFaultInjectionPtr & zookeeper_, const String & path_);
 
 public:
+    EphemeralLockInZooKeeper() = delete;
+
     /// Fake "secondary node" names for blocks with and without "deduplication_path"
     static constexpr const char * LEGACY_LOCK_INSERT = "abandonable_lock-insert";
     static constexpr const char * LEGACY_LOCK_OTHER = "abandonable_lock-other";
@@ -53,7 +56,7 @@ public:
 
     bool isLocked() const
     {
-        return zookeeper;
+        return zookeeper.get();
     }
 
     String getPath() const
@@ -91,13 +94,13 @@ public:
     ~EphemeralLockInZooKeeper();
 
 private:
-    zkutil::ZooKeeper * zookeeper = nullptr;
+    ZooKeeperWithFaultInjectionPtr zookeeper;
     String path_prefix;
     String path;
 };
 
 std::optional<EphemeralLockInZooKeeper> createEphemeralLockInZooKeeper(
-    const String & path_prefix_, const String & temp_path, zkutil::ZooKeeper & zookeeper_, const String & deduplication_path);
+    const String & path_prefix_, const String & temp_path, const ZooKeeperWithFaultInjectionPtr & zookeeper_, const String & deduplication_path);
 
 
 /// Acquires block number locks in all partitions.
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp
index 626295d7255..192f0d23f96 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp
@@ -112,6 +112,8 @@ void ReplicatedMergeTreeMergeStrategyPicker::refreshState()
         && now - last_refresh_time < REFRESH_STATE_MINIMUM_INTERVAL_SECONDS)
         return;
 
+    LOG_DEBUG(storage.log, "Updating strategy picker state");
+
     auto zookeeper = storage.getZooKeeper();
     auto all_replicas = zookeeper->getChildren(storage.zookeeper_path + "/replicas");
 
@@ -154,6 +156,8 @@ void ReplicatedMergeTreeMergeStrategyPicker::refreshState()
     last_refresh_time = now;
     current_replica_index = current_replica_index_tmp;
     active_replicas = active_replicas_tmp;
+
+    LOG_DEBUG(storage.log, "Strategy picker state updated, current replica: {}, active replicas: [{}]", current_replica_index, fmt::join(active_replicas, ", "));
 }
 
 
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeSink.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeSink.cpp
index 5482052e184..b6a486f14ee 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeSink.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeSink.cpp
@@ -9,7 +9,6 @@
 #include <Core/Block.h>
 #include <IO/Operators.h>
 
-
 namespace ProfileEvents
 {
     extern const Event DuplicatedInsertedBlocks;
@@ -32,6 +31,7 @@ namespace ErrorCodes
     extern const int DUPLICATE_DATA_PART;
     extern const int PART_IS_TEMPORARILY_LOCKED;
     extern const int LOGICAL_ERROR;
+    extern const int TABLE_IS_READ_ONLY;
     extern const int QUERY_WAS_CANCELLED;
 }
 
@@ -84,7 +84,7 @@ ReplicatedMergeTreeSink::ReplicatedMergeTreeSink(
 ReplicatedMergeTreeSink::~ReplicatedMergeTreeSink() = default;
 
 /// Allow to verify that the session in ZooKeeper is still alive.
-static void assertSessionIsNotExpired(zkutil::ZooKeeperPtr & zookeeper)
+static void assertSessionIsNotExpired(const zkutil::ZooKeeperPtr & zookeeper)
 {
     if (!zookeeper)
         throw Exception("No ZooKeeper session.", ErrorCodes::NO_ZOOKEEPER);
@@ -93,7 +93,7 @@ static void assertSessionIsNotExpired(zkutil::ZooKeeperPtr & zookeeper)
         throw Exception("ZooKeeper session has been expired.", ErrorCodes::NO_ZOOKEEPER);
 }
 
-size_t ReplicatedMergeTreeSink::checkQuorumPrecondition(zkutil::ZooKeeperPtr & zookeeper)
+size_t ReplicatedMergeTreeSink::checkQuorumPrecondition(const ZooKeeperWithFaultInjectionPtr & zookeeper)
 {
     if (!isQuorumEnabled())
         return 0;
@@ -103,6 +103,7 @@ size_t ReplicatedMergeTreeSink::checkQuorumPrecondition(zkutil::ZooKeeperPtr & z
     Strings replicas = zookeeper->getChildren(fs::path(storage.zookeeper_path) / "replicas");
 
     Strings exists_paths;
+    exists_paths.reserve(replicas.size());
     for (const auto & replica : replicas)
         if (replica != storage.replica_name)
             exists_paths.emplace_back(fs::path(storage.zookeeper_path) / "replicas" / replica / "is_active");
@@ -110,20 +111,28 @@ size_t ReplicatedMergeTreeSink::checkQuorumPrecondition(zkutil::ZooKeeperPtr & z
     auto exists_result = zookeeper->exists(exists_paths);
     auto get_results = zookeeper->get(Strings{storage.replica_path + "/is_active", storage.replica_path + "/host"});
 
+    Coordination::Error keeper_error = Coordination::Error::ZOK;
     size_t active_replicas = 1;     /// Assume current replica is active (will check below)
     for (size_t i = 0; i < exists_paths.size(); ++i)
     {
-        auto status = exists_result[i];
-        if (status.error == Coordination::Error::ZOK)
+        auto error = exists_result[i].error;
+        if (error == Coordination::Error::ZOK)
             ++active_replicas;
+        else if (Coordination::isHardwareError(error))
+            keeper_error = error;
     }
 
     size_t replicas_number = replicas.size();
     size_t quorum_size = getQuorumSize(replicas_number);
 
     if (active_replicas < quorum_size)
+    {
+        if (Coordination::isHardwareError(keeper_error))
+            throw Coordination::Exception("Failed to check number of alive replicas", keeper_error);
+
         throw Exception(ErrorCodes::TOO_FEW_LIVE_REPLICAS, "Number of alive replicas ({}) is less than requested quorum ({}/{}).",
                         active_replicas, quorum_size, replicas_number);
+    }
 
     /** Is there a quorum for the last part for which a quorum is needed?
         * Write of all the parts with the included quorum is linearly ordered.
@@ -156,15 +165,34 @@ void ReplicatedMergeTreeSink::consume(Chunk chunk)
 {
     auto block = getHeader().cloneWithColumns(chunk.detachColumns());
 
-    auto zookeeper = storage.getZooKeeper();
-    assertSessionIsNotExpired(zookeeper);
+    const auto & settings = context->getSettingsRef();
+    zookeeper_retries_info = ZooKeeperRetriesInfo(
+        "ReplicatedMergeTreeSink::consume",
+        settings.insert_keeper_max_retries ? log : nullptr,
+        settings.insert_keeper_max_retries,
+        settings.insert_keeper_retry_initial_backoff_ms,
+        settings.insert_keeper_retry_max_backoff_ms);
+
+    ZooKeeperWithFaultInjectionPtr zookeeper = ZooKeeperWithFaultInjection::createInstance(
+        settings.insert_keeper_fault_injection_probability,
+        settings.insert_keeper_fault_injection_seed,
+        storage.getZooKeeper(),
+        "ReplicatedMergeTreeSink::consume",
+        log);
 
     /** If write is with quorum, then we check that the required number of replicas is now live,
       *  and also that for all previous parts for which quorum is required, this quorum is reached.
       * And also check that during the insertion, the replica was not reinitialized or disabled (by the value of `is_active` node).
       * TODO Too complex logic, you can do better.
       */
-    size_t replicas_num = checkQuorumPrecondition(zookeeper);
+    size_t replicas_num = 0;
+    ZooKeeperRetriesControl quorum_retries_ctl("checkQuorumPrecondition", zookeeper_retries_info);
+    quorum_retries_ctl.retryLoop(
+        [&]()
+        {
+            zookeeper->setKeeper(storage.getZooKeeper());
+            replicas_num = checkQuorumPrecondition(zookeeper);
+        });
 
     if (!storage_snapshot->object_columns.empty())
         convertDynamicColumnsToTuples(block, storage_snapshot);
@@ -176,7 +204,6 @@ void ReplicatedMergeTreeSink::consume(Chunk chunk)
 
     size_t streams = 0;
     bool support_parallel_write = false;
-    const Settings & settings = context->getSettingsRef();
 
     for (auto & current_block : part_blocks)
     {
@@ -256,7 +283,7 @@ void ReplicatedMergeTreeSink::consume(Chunk chunk)
         finishDelayedChunk(zookeeper);
 }
 
-void ReplicatedMergeTreeSink::finishDelayedChunk(zkutil::ZooKeeperPtr & zookeeper)
+void ReplicatedMergeTreeSink::finishDelayedChunk(const ZooKeeperWithFaultInjectionPtr & zookeeper)
 {
     if (!delayed_chunk)
         return;
@@ -271,7 +298,7 @@ void ReplicatedMergeTreeSink::finishDelayedChunk(zkutil::ZooKeeperPtr & zookeepe
 
         try
         {
-            commitPart(zookeeper, part, partition.block_id, delayed_chunk->replicas_num);
+            commitPart(zookeeper, part, partition.block_id, delayed_chunk->replicas_num, false);
 
             last_block_is_duplicate = last_block_is_duplicate || part->is_duplicate;
 
@@ -294,8 +321,9 @@ void ReplicatedMergeTreeSink::writeExistingPart(MergeTreeData::MutableDataPartPt
 {
     /// NOTE: No delay in this case. That's Ok.
 
-    auto zookeeper = storage.getZooKeeper();
-    assertSessionIsNotExpired(zookeeper);
+    auto origin_zookeeper = storage.getZooKeeper();
+    assertSessionIsNotExpired(origin_zookeeper);
+    auto zookeeper = std::make_shared<ZooKeeperWithFaultInjection>(origin_zookeeper);
 
     size_t replicas_num = checkQuorumPrecondition(zookeeper);
 
@@ -304,7 +332,7 @@ void ReplicatedMergeTreeSink::writeExistingPart(MergeTreeData::MutableDataPartPt
     try
     {
         part->version.setCreationTID(Tx::PrehistoricTID, nullptr);
-        commitPart(zookeeper, part, "", replicas_num);
+        commitPart(zookeeper, part, "", replicas_num, true);
         PartLog::addNewPart(storage.getContext(), part, watch.elapsed());
     }
     catch (...)
@@ -315,10 +343,11 @@ void ReplicatedMergeTreeSink::writeExistingPart(MergeTreeData::MutableDataPartPt
 }
 
 void ReplicatedMergeTreeSink::commitPart(
-    zkutil::ZooKeeperPtr & zookeeper,
+    const ZooKeeperWithFaultInjectionPtr & zookeeper,
     MergeTreeData::MutableDataPartPtr & part,
     const String & block_id,
-    size_t replicas_num)
+    size_t replicas_num,
+    bool writing_existing_part)
 {
     /// It is possible that we alter a part with different types of source columns.
     /// In this case, if column was not altered, the result type will be different with what we have in metadata.
@@ -326,8 +355,6 @@ void ReplicatedMergeTreeSink::commitPart(
     ///
     /// metadata_snapshot->check(part->getColumns());
 
-    assertSessionIsNotExpired(zookeeper);
-
     String temporary_part_relative_path = part->getDataPartStorage().getPartDirectory();
 
     /// There is one case when we need to retry transaction in a loop.
@@ -337,14 +364,65 @@ void ReplicatedMergeTreeSink::commitPart(
 
     bool is_already_existing_part = false;
 
-    while (true)
+    /// for retries due to keeper error
+    bool part_committed_locally_but_zookeeper = false;
+    Coordination::Error write_part_info_keeper_error = Coordination::Error::ZOK;
+
+    ZooKeeperRetriesControl retries_ctl("commitPart", zookeeper_retries_info);
+    retries_ctl.retryLoop([&]()
     {
+        zookeeper->setKeeper(storage.getZooKeeper());
+        if (storage.is_readonly)
+        {
+            /// stop retries if in shutdown
+            if (storage.shutdown_called)
+                throw Exception(
+                    ErrorCodes::TABLE_IS_READ_ONLY, "Table is in readonly mode due to shutdown: replica_path={}", storage.replica_path);
+
+            /// When we attach existing parts it's okay to be in read-only mode
+            /// For example during RESTORE REPLICA.
+            if (!writing_existing_part)
+            {
+                retries_ctl.setUserError(ErrorCodes::TABLE_IS_READ_ONLY, "Table is in readonly mode: replica_path={}", storage.replica_path);
+                return;
+            }
+        }
+
+        if (retries_ctl.isRetry())
+        {
+            /// If we are retrying, check if last iteration was actually successful,
+            /// we could get network error on committing part to zk
+            /// but the operation could be completed by zk server
+
+            /// If this flag is true, then part is in Active state, and we'll not retry anymore
+            /// we only check if part was committed to zk and return success or failure correspondingly
+            /// Note: if commit to zk failed then cleanup thread will mark the part as Outdated later
+            if (part_committed_locally_but_zookeeper)
+            {
+                /// check that info about the part was actually written in zk
+                if (zookeeper->exists(fs::path(storage.replica_path) / "parts" / part->name))
+                {
+                    LOG_DEBUG(log, "Part was successfully committed on previous iteration: part_id={}", part->name);
+                }
+                else
+                {
+                    retries_ctl.setUserError(
+                        ErrorCodes::UNEXPECTED_ZOOKEEPER_ERROR,
+                        "Insert failed due to zookeeper error. Please retry. Reason: {}",
+                        Coordination::errorMessage(write_part_info_keeper_error));
+                }
+
+                retries_ctl.stopRetries();
+                return;
+            }
+        }
+
         /// Obtain incremental block number and lock it. The lock holds our intention to add the block to the filesystem.
         /// We remove the lock just after renaming the part. In case of exception, block number will be marked as abandoned.
         /// Also, make deduplication check. If a duplicate is detected, no nodes are created.
 
         /// Allocate new block number and check for duplicates
-        bool deduplicate_block = !block_id.empty();
+        const bool deduplicate_block = !block_id.empty();
         String block_id_path = deduplicate_block ? storage.zookeeper_path + "/blocks/" + block_id : "";
         auto block_number_lock = storage.allocateBlockNumber(part->info.partition_id, zookeeper, block_id_path);
         ThreadFuzzer::maybeInjectSleep();
@@ -468,7 +546,13 @@ void ReplicatedMergeTreeSink::commitPart(
                     else
                         quorum_path = storage.zookeeper_path + "/quorum/status";
 
-                    waitForQuorum(zookeeper, existing_part_name, quorum_path, quorum_info.is_active_node_version, replicas_num);
+                    if (!retries_ctl.callAndCatchAll(
+                            [&]()
+                            {
+                                waitForQuorum(
+                                    zookeeper, existing_part_name, quorum_path, quorum_info.is_active_node_version, replicas_num);
+                            }))
+                        return;
                 }
                 else
                 {
@@ -477,6 +561,7 @@ void ReplicatedMergeTreeSink::commitPart(
 
                 return;
             }
+
             LOG_INFO(log, "Block with ID {} already exists on other replicas as part {}; will write it locally with that name.",
                 block_id, existing_part_name);
 
@@ -508,8 +593,7 @@ void ReplicatedMergeTreeSink::commitPart(
         }
         catch (const Exception & e)
         {
-            if (e.code() != ErrorCodes::DUPLICATE_DATA_PART
-                && e.code() != ErrorCodes::PART_IS_TEMPORARILY_LOCKED)
+            if (e.code() != ErrorCodes::DUPLICATE_DATA_PART && e.code() != ErrorCodes::PART_IS_TEMPORARILY_LOCKED)
                 throw;
         }
 
@@ -526,15 +610,26 @@ void ReplicatedMergeTreeSink::commitPart(
                     part->name);
         }
 
-        ThreadFuzzer::maybeInjectSleep();
+        try
+        {
+            ThreadFuzzer::maybeInjectSleep();
+            storage.lockSharedData(*part, zookeeper, false, {});
+            ThreadFuzzer::maybeInjectSleep();
+        }
+        catch (const Exception &)
+        {
+            transaction.rollbackPartsToTemporaryState();
 
-        storage.lockSharedData(*part, false, {});
+            part->is_temp = true;
+            part->renameTo(temporary_part_relative_path, false);
+
+            throw;
+        }
 
         ThreadFuzzer::maybeInjectSleep();
 
         Coordination::Responses responses;
         Coordination::Error multi_code = zookeeper->tryMultiNoThrow(ops, responses); /// 1 RTT
-
         if (multi_code == Coordination::Error::ZOK)
         {
             transaction.commit();
@@ -549,18 +644,32 @@ void ReplicatedMergeTreeSink::commitPart(
             throw Exception(ErrorCodes::QUERY_WAS_CANCELLED,
                             "Insert query (for block {}) was cancelled by concurrent ALTER PARTITION", block_number_lock->getPath());
         }
-        else if (multi_code == Coordination::Error::ZCONNECTIONLOSS
-            || multi_code == Coordination::Error::ZOPERATIONTIMEOUT)
+        else if (Coordination::isHardwareError(multi_code))
         {
+            write_part_info_keeper_error = multi_code;
             /** If the connection is lost, and we do not know if the changes were applied, we can not delete the local part
-              *  if the changes were applied, the inserted block appeared in `/blocks/`, and it can not be inserted again.
-              */
+             *  if the changes were applied, the inserted block appeared in `/blocks/`, and it can not be inserted again.
+             */
             transaction.commit();
-            storage.enqueuePartForCheck(part->name, MAX_AGE_OF_LOCAL_PART_THAT_WASNT_ADDED_TO_ZOOKEEPER);
+
+            /// Setting this flag is point of no return
+            /// On next retry, we'll just check if actually operation succeed or failed
+            /// and return ok or error correspondingly
+            part_committed_locally_but_zookeeper = true;
+
+            /// if all retries will be exhausted by accessing zookeeper on fresh retry -> we'll add committed part to queue in the action
+            /// here lambda capture part name, it's ok since we'll not generate new one for this insert,
+            /// see comments around 'part_committed_locally_but_zookeeper' flag
+            retries_ctl.actionAfterLastFailedRetry(
+                [&storage = storage, part_name = part->name]()
+                { storage.enqueuePartForCheck(part_name, MAX_AGE_OF_LOCAL_PART_THAT_WASNT_ADDED_TO_ZOOKEEPER); });
 
             /// We do not know whether or not data has been inserted.
-            throw Exception("Unknown status, client must retry. Reason: " + String(Coordination::errorMessage(multi_code)),
-                ErrorCodes::UNKNOWN_STATUS_OF_INSERT);
+            retries_ctl.setUserError(
+                ErrorCodes::UNKNOWN_STATUS_OF_INSERT,
+                "Unknown status, client must retry. Reason: {}",
+                Coordination::errorMessage(multi_code));
+            return;
         }
         else if (Coordination::isUserError(multi_code))
         {
@@ -580,62 +689,72 @@ void ReplicatedMergeTreeSink::commitPart(
                 part->renameTo(temporary_part_relative_path, false);
 
                 /// If this part appeared on other replica than it's better to try to write it locally one more time. If it's our part
-                /// than it will be ignored on the next itration.
+                /// than it will be ignored on the next iteration.
                 ++loop_counter;
                 if (loop_counter == max_iterations)
                 {
                     part->is_duplicate = true; /// Part is duplicate, just remove it from local FS
                     throw Exception("Too many transaction retries - it may indicate an error", ErrorCodes::DUPLICATE_DATA_PART);
                 }
-                continue;
+                retries_ctl.requestUnconditionalRetry(); /// we want one more iteration w/o counting it as a try and timeout
+                return;
             }
             else if (multi_code == Coordination::Error::ZNODEEXISTS && failed_op_path == quorum_info.status_path)
             {
-                storage.unlockSharedData(*part);
+                storage.unlockSharedData(*part, zookeeper);
                 transaction.rollback();
                 throw Exception("Another quorum insert has been already started", ErrorCodes::UNSATISFIED_QUORUM_FOR_PREVIOUS_WRITE);
             }
             else
             {
-                storage.unlockSharedData(*part);
+                storage.unlockSharedData(*part, zookeeper);
                 /// NOTE: We could be here if the node with the quorum existed, but was quickly removed.
                 transaction.rollback();
-                throw Exception("Unexpected logical error while adding block " + toString(block_number) + " with ID '" + block_id + "': "
-                                + Coordination::errorMessage(multi_code) + ", path " + failed_op_path,
-                                ErrorCodes::UNEXPECTED_ZOOKEEPER_ERROR);
+                throw Exception(
+                    ErrorCodes::UNEXPECTED_ZOOKEEPER_ERROR,
+                    "Unexpected logical error while adding block {} with ID '{}': {}, path {}",
+                    block_number,
+                    block_id,
+                    Coordination::errorMessage(multi_code),
+                    failed_op_path);
             }
         }
-        else if (Coordination::isHardwareError(multi_code))
-        {
-            storage.unlockSharedData(*part);
-            transaction.rollback();
-            throw Exception("Unrecoverable network error while adding block " + toString(block_number) + " with ID '" + block_id + "': "
-                            + Coordination::errorMessage(multi_code), ErrorCodes::UNEXPECTED_ZOOKEEPER_ERROR);
-        }
         else
         {
-            storage.unlockSharedData(*part);
+            storage.unlockSharedData(*part, zookeeper);
             transaction.rollback();
-            throw Exception("Unexpected ZooKeeper error while adding block " + toString(block_number) + " with ID '" + block_id + "': "
-                            + Coordination::errorMessage(multi_code), ErrorCodes::UNEXPECTED_ZOOKEEPER_ERROR);
+            throw Exception(
+                ErrorCodes::UNEXPECTED_ZOOKEEPER_ERROR,
+                "Unexpected ZooKeeper error while adding block {} with ID '{}': {}",
+                block_number,
+                block_id,
+                Coordination::errorMessage(multi_code));
         }
-
-        break;
-    }
+    },
+    [&zookeeper]() { zookeeper->cleanupEphemeralNodes(); });
 
     if (isQuorumEnabled())
     {
-        if (is_already_existing_part)
+        ZooKeeperRetriesControl quorum_retries_ctl("waitForQuorum", zookeeper_retries_info);
+        quorum_retries_ctl.retryLoop([&]()
         {
-            /// We get duplicate part without fetch
-            /// Check if this quorum insert is parallel or not
-            if (zookeeper->exists(storage.zookeeper_path + "/quorum/parallel/" + part->name))
-                storage.updateQuorum(part->name, true);
-            else if (zookeeper->exists(storage.zookeeper_path + "/quorum/status"))
-                storage.updateQuorum(part->name, false);
-        }
+            zookeeper->setKeeper(storage.getZooKeeper());
 
-        waitForQuorum(zookeeper, part->name, quorum_info.status_path, quorum_info.is_active_node_version, replicas_num);
+            if (is_already_existing_part)
+            {
+                /// We get duplicate part without fetch
+                /// Check if this quorum insert is parallel or not
+                if (zookeeper->exists(storage.zookeeper_path + "/quorum/parallel/" + part->name))
+                    storage.updateQuorum(part->name, true);
+                else if (zookeeper->exists(storage.zookeeper_path + "/quorum/status"))
+                    storage.updateQuorum(part->name, false);
+            }
+
+            if (!quorum_retries_ctl.callAndCatchAll(
+                    [&]()
+                    { waitForQuorum(zookeeper, part->name, quorum_info.status_path, quorum_info.is_active_node_version, replicas_num); }))
+                return;
+        });
     }
 }
 
@@ -650,11 +769,11 @@ void ReplicatedMergeTreeSink::onFinish()
 {
     auto zookeeper = storage.getZooKeeper();
     assertSessionIsNotExpired(zookeeper);
-    finishDelayedChunk(zookeeper);
+    finishDelayedChunk(std::make_shared<ZooKeeperWithFaultInjection>(zookeeper));
 }
 
 void ReplicatedMergeTreeSink::waitForQuorum(
-    zkutil::ZooKeeperPtr & zookeeper,
+    const ZooKeeperWithFaultInjectionPtr & zookeeper,
     const std::string & part_name,
     const std::string & quorum_path,
     Int32 is_active_node_version,
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeSink.h b/src/Storages/MergeTree/ReplicatedMergeTreeSink.h
index e3ec5d14a52..2154c7693f2 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeSink.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeSink.h
@@ -3,6 +3,8 @@
 #include <Processors/Sinks/SinkToStorage.h>
 #include <Storages/MergeTree/MergeTreeData.h>
 #include <base/types.h>
+#include <Storages/MergeTree/ZooKeeperRetries.h>
+#include <Storages/MergeTree/ZooKeeperWithFaultInjection.h>
 
 
 namespace Poco { class Logger; }
@@ -60,6 +62,7 @@ public:
     }
 
 private:
+    ZooKeeperRetriesInfo zookeeper_retries_info;
     struct QuorumInfo
     {
         String status_path;
@@ -71,20 +74,24 @@ private:
 
     /// Checks active replicas.
     /// Returns total number of replicas.
-    size_t checkQuorumPrecondition(zkutil::ZooKeeperPtr & zookeeper);
+    size_t checkQuorumPrecondition(const ZooKeeperWithFaultInjectionPtr & zookeeper);
 
     /// Rename temporary part and commit to ZooKeeper.
     void commitPart(
-        zkutil::ZooKeeperPtr & zookeeper,
+        const ZooKeeperWithFaultInjectionPtr & zookeeper,
         MergeTreeData::MutableDataPartPtr & part,
         const String & block_id,
-        size_t replicas_num);
+        size_t replicas_num,
+        bool writing_existing_part);
 
     /// Wait for quorum to be satisfied on path (quorum_path) form part (part_name)
     /// Also checks that replica still alive.
     void waitForQuorum(
-        zkutil::ZooKeeperPtr & zookeeper, const std::string & part_name,
-        const std::string & quorum_path, int is_active_node_version, size_t replicas_num) const;
+        const ZooKeeperWithFaultInjectionPtr & zookeeper,
+        const std::string & part_name,
+        const std::string & quorum_path,
+        int is_active_node_version,
+        size_t replicas_num) const;
 
     StorageReplicatedMergeTree & storage;
     StorageMetadataPtr metadata_snapshot;
@@ -116,7 +123,7 @@ private:
     struct DelayedChunk;
     std::unique_ptr<DelayedChunk> delayed_chunk;
 
-    void finishDelayedChunk(zkutil::ZooKeeperPtr & zookeeper);
+    void finishDelayedChunk(const ZooKeeperWithFaultInjectionPtr & zookeeper);
 };
 
 }
diff --git a/src/Storages/MergeTree/ZooKeeperRetries.h b/src/Storages/MergeTree/ZooKeeperRetries.h
new file mode 100644
index 00000000000..22ace074245
--- /dev/null
+++ b/src/Storages/MergeTree/ZooKeeperRetries.h
@@ -0,0 +1,265 @@
+#pragma once
+#include <base/sleep.h>
+#include <Common/Exception.h>
+#include <Common/ZooKeeper/KeeperException.h>
+#include <Common/logger_useful.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int OK;
+}
+
+struct ZooKeeperRetriesInfo
+{
+    ZooKeeperRetriesInfo() = default;
+    ZooKeeperRetriesInfo(std::string name_, Poco::Logger * logger_, UInt64 max_retries_, UInt64 initial_backoff_ms_, UInt64 max_backoff_ms_)
+        : name(std::move(name_))
+        , logger(logger_)
+        , max_retries(max_retries_)
+        , curr_backoff_ms(std::min(initial_backoff_ms_, max_backoff_ms_))
+        , max_backoff_ms(max_backoff_ms_)
+    {
+    }
+
+    std::string name;
+    Poco::Logger * logger = nullptr;
+    UInt64 max_retries = 0;
+    UInt64 curr_backoff_ms = 0;
+    UInt64 max_backoff_ms = 0;
+    UInt64 retry_count = 0;
+};
+
+class ZooKeeperRetriesControl
+{
+public:
+    ZooKeeperRetriesControl(std::string name_, ZooKeeperRetriesInfo & retries_info_) : name(std::move(name_)), retries_info(retries_info_)
+    {
+    }
+
+    void retryLoop(auto && f)
+    {
+        retryLoop(f, []() {});
+    }
+
+    void retryLoop(auto && f, auto && iteration_cleanup)
+    {
+        while (canTry())
+        {
+            try
+            {
+                f();
+                iteration_cleanup();
+            }
+            catch (const zkutil::KeeperException & e)
+            {
+                iteration_cleanup();
+
+                if (!Coordination::isHardwareError(e.code))
+                    throw;
+
+                setKeeperError(e.code, e.message());
+            }
+            catch (...)
+            {
+                iteration_cleanup();
+                throw;
+            }
+        }
+    }
+
+    bool callAndCatchAll(auto && f)
+    {
+        try
+        {
+            f();
+            return true;
+        }
+        catch (const zkutil::KeeperException & e)
+        {
+            setKeeperError(e.code, e.message());
+        }
+        catch (const Exception & e)
+        {
+            setUserError(e.code(), e.what());
+        }
+        return false;
+    }
+
+    void setUserError(int code, std::string message)
+    {
+        if (retries_info.logger)
+            LOG_TRACE(
+                retries_info.logger, "ZooKeeperRetriesControl: {}/{}: setUserError: error={} message={}", retries_info.name, name, code, message);
+
+        /// if current iteration is already failed, keep initial error
+        if (!iteration_succeeded)
+            return;
+
+        iteration_succeeded = false;
+        user_error.code = code;
+        user_error.message = std::move(message);
+        keeper_error = KeeperError{};
+    }
+
+    template <typename... Args>
+    void setUserError(int code, fmt::format_string<Args...> fmt, Args &&... args)
+    {
+        setUserError(code, fmt::format(fmt, std::forward<Args>(args)...));
+    }
+
+    void setKeeperError(Coordination::Error code, std::string message)
+    {
+        if (retries_info.logger)
+            LOG_TRACE(
+                retries_info.logger, "ZooKeeperRetriesControl: {}/{}: setKeeperError: error={} message={}", retries_info.name, name, code, message);
+
+        /// if current iteration is already failed, keep initial error
+        if (!iteration_succeeded)
+            return;
+
+        iteration_succeeded = false;
+        keeper_error.code = code;
+        keeper_error.message = std::move(message);
+        user_error = UserError{};
+    }
+
+    void stopRetries() { stop_retries = true; }
+
+    void requestUnconditionalRetry() { unconditional_retry = true; }
+
+    bool isLastRetry() const { return retries_info.retry_count >= retries_info.max_retries; }
+
+    bool isRetry() const { return retries_info.retry_count > 0; }
+
+    Coordination::Error getLastKeeperErrorCode() const { return keeper_error.code; }
+
+    /// action will be called only once and only after latest failed retry
+    void actionAfterLastFailedRetry(std::function<void()> f) { action_after_last_failed_retry = std::move(f); }
+
+private:
+    struct KeeperError
+    {
+        using Code = Coordination::Error;
+        Code code = Code::ZOK;
+        std::string message;
+    };
+
+    struct UserError
+    {
+        int code = ErrorCodes::OK;
+        std::string message;
+    };
+
+    bool canTry()
+    {
+        ++iteration_count;
+        /// first iteration is ordinary execution, no further checks needed
+        if (0 == iteration_count)
+            return true;
+
+        if (unconditional_retry)
+        {
+            unconditional_retry = false;
+            return true;
+        }
+
+        /// iteration succeeded -> no need to retry
+        if (iteration_succeeded)
+        {
+            /// avoid unnecessary logs, - print something only in case of retries
+            if (retries_info.logger && iteration_count > 1)
+                LOG_DEBUG(
+                    retries_info.logger,
+                    "ZooKeeperRetriesControl: {}/{}: succeeded after: iterations={} total_retries={}",
+                    retries_info.name,
+                    name,
+                    iteration_count,
+                    retries_info.retry_count);
+            return false;
+        }
+
+        if (stop_retries)
+        {
+            logLastError("stop retries on request");
+            action_after_last_failed_retry();
+            throwIfError();
+            return false;
+        }
+
+        if (retries_info.retry_count >= retries_info.max_retries)
+        {
+            logLastError("retry limit is reached");
+            action_after_last_failed_retry();
+            throwIfError();
+            return false;
+        }
+
+        /// retries
+        ++retries_info.retry_count;
+        logLastError("will retry due to error");
+        sleepForMilliseconds(retries_info.curr_backoff_ms);
+        retries_info.curr_backoff_ms = std::min(retries_info.curr_backoff_ms * 2, retries_info.max_backoff_ms);
+
+        /// reset the flag, it will be set to false in case of error
+        iteration_succeeded = true;
+
+        return true;
+    }
+
+    void throwIfError() const
+    {
+        if (user_error.code != ErrorCodes::OK)
+            throw Exception(user_error.code, user_error.message);
+
+        if (keeper_error.code != KeeperError::Code::ZOK)
+            throw zkutil::KeeperException(keeper_error.code, keeper_error.message);
+    }
+
+    void logLastError(std::string_view header)
+    {
+        if (user_error.code == ErrorCodes::OK)
+        {
+            if (retries_info.logger)
+                LOG_DEBUG(
+                    retries_info.logger,
+                    "ZooKeeperRetriesControl: {}/{}: {}: retry_count={} timeout={}ms error={} message={}",
+                    retries_info.name,
+                    name,
+                    header,
+                    retries_info.retry_count,
+                    retries_info.curr_backoff_ms,
+                    keeper_error.code,
+                    keeper_error.message);
+        }
+        else
+        {
+            if (retries_info.logger)
+                LOG_DEBUG(
+                    retries_info.logger,
+                    "ZooKeeperRetriesControl: {}/{}: {}: retry_count={} timeout={}ms error={} message={}",
+                    retries_info.name,
+                    name,
+                    header,
+                    retries_info.retry_count,
+                    retries_info.curr_backoff_ms,
+                    user_error.code,
+                    user_error.message);
+        }
+    }
+
+
+    std::string name;
+    ZooKeeperRetriesInfo & retries_info;
+    Int64 iteration_count = -1;
+    UserError user_error;
+    KeeperError keeper_error;
+    std::function<void()> action_after_last_failed_retry = []() {};
+    bool unconditional_retry = false;
+    bool iteration_succeeded = true;
+    bool stop_retries = false;
+};
+
+}
diff --git a/src/Storages/MergeTree/ZooKeeperWithFaultInjection.h b/src/Storages/MergeTree/ZooKeeperWithFaultInjection.h
new file mode 100644
index 00000000000..491f97b52bd
--- /dev/null
+++ b/src/Storages/MergeTree/ZooKeeperWithFaultInjection.h
@@ -0,0 +1,527 @@
+#pragma once
+#include <random>
+#include <Common/ZooKeeper/KeeperException.h>
+#include <Common/ZooKeeper/Types.h>
+#include <Common/ZooKeeper/ZooKeeper.h>
+#include <Common/ZooKeeper/ZooKeeperCommon.h>
+#include <Common/randomSeed.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+class RandomFaultInjection
+{
+public:
+    RandomFaultInjection(double probability, UInt64 seed_) : rndgen(seed_), distribution(probability) { }
+
+    void beforeOperation()
+    {
+        if (distribution(rndgen))
+            throw zkutil::KeeperException("Fault injection before operation", Coordination::Error::ZSESSIONEXPIRED);
+    }
+    void afterOperation()
+    {
+        if (distribution(rndgen))
+            throw zkutil::KeeperException("Fault injection after operation", Coordination::Error::ZOPERATIONTIMEOUT);
+    }
+
+private:
+    std::mt19937_64 rndgen;
+    std::bernoulli_distribution distribution;
+};
+
+///
+/// ZooKeeperWithFaultInjection mimics ZooKeeper interface and inject failures according to failure policy if set
+///
+class ZooKeeperWithFaultInjection
+{
+    using zk = zkutil::ZooKeeper;
+
+    zk::Ptr keeper;
+    zk::Ptr keeper_prev;
+    std::unique_ptr<RandomFaultInjection> fault_policy;
+    std::string name;
+    Poco::Logger * logger = nullptr;
+    UInt64 calls_total = 0;
+    UInt64 calls_without_fault_injection = 0;
+    const UInt64 seed = 0;
+
+    std::vector<std::string> ephemeral_nodes;
+
+    ZooKeeperWithFaultInjection(
+        zk::Ptr const & keeper_,
+        double fault_injection_probability,
+        UInt64 fault_injection_seed,
+        std::string name_,
+        Poco::Logger * logger_)
+        : keeper(keeper_), name(std::move(name_)), logger(logger_), seed(fault_injection_seed)
+    {
+        fault_policy = std::make_unique<RandomFaultInjection>(fault_injection_probability, fault_injection_seed);
+
+        if (unlikely(logger))
+            LOG_TRACE(
+                logger,
+                "ZooKeeperWithFaultInjection created: name={} seed={} fault_probability={}",
+                name,
+                seed,
+                fault_injection_probability);
+    }
+
+public:
+    using Ptr = std::shared_ptr<ZooKeeperWithFaultInjection>;
+
+    static ZooKeeperWithFaultInjection::Ptr createInstance(
+        double fault_injection_probability, UInt64 fault_injection_seed, const zk::Ptr & zookeeper, std::string name, Poco::Logger * logger)
+    {
+        /// validate all parameters here, constructor just accept everything
+
+        if (fault_injection_probability < 0.0)
+            fault_injection_probability = .0;
+        else if (fault_injection_probability > 1.0)
+            fault_injection_probability = 1.0;
+
+        if (0 == fault_injection_seed)
+            fault_injection_seed = randomSeed();
+
+        if (fault_injection_probability > 0.0)
+            return std::shared_ptr<ZooKeeperWithFaultInjection>(
+                new ZooKeeperWithFaultInjection(zookeeper, fault_injection_probability, fault_injection_seed, std::move(name), logger));
+
+        /// if no fault injection provided, create instance which will not log anything
+        return std::make_shared<ZooKeeperWithFaultInjection>(zookeeper);
+    }
+
+    explicit ZooKeeperWithFaultInjection(zk::Ptr const & keeper_) : keeper(keeper_) { }
+
+    ~ZooKeeperWithFaultInjection()
+    {
+        if (unlikely(logger))
+            LOG_TRACE(
+                logger,
+                "ZooKeeperWithFaultInjection report: name={} seed={} calls_total={} calls_succeeded={} calls_failed={} failure_rate={}",
+                name,
+                seed,
+                calls_total,
+                calls_without_fault_injection,
+                calls_total - calls_without_fault_injection,
+                float(calls_total - calls_without_fault_injection) / calls_total);
+    }
+
+    void setKeeper(zk::Ptr const & keeper_) { keeper = keeper_; }
+    bool isNull() const { return keeper.get() == nullptr; }
+
+    ///
+    /// mirror ZooKeeper interface
+    ///
+
+    Strings getChildren(
+        const std::string & path,
+        Coordination::Stat * stat = nullptr,
+        const zkutil::EventPtr & watch = nullptr,
+        Coordination::ListRequestType list_request_type = Coordination::ListRequestType::ALL)
+    {
+        return access("getChildren", path, [&]() { return keeper->getChildren(path, stat, watch, list_request_type); });
+    }
+
+    Coordination::Error tryGetChildren(
+        const std::string & path,
+        Strings & res,
+        Coordination::Stat * stat = nullptr,
+        const zkutil::EventPtr & watch = nullptr,
+        Coordination::ListRequestType list_request_type = Coordination::ListRequestType::ALL)
+    {
+        return access("tryGetChildren", path, [&]() { return keeper->tryGetChildren(path, res, stat, watch, list_request_type); });
+    }
+
+    zk::FutureExists asyncExists(const std::string & path, Coordination::WatchCallback watch_callback = {})
+    {
+        return access("asyncExists", path, [&]() { return keeper->asyncExists(path, watch_callback); });
+    }
+
+    zk::FutureGet asyncTryGet(const std::string & path)
+    {
+        return access("asyncTryGet", path, [&]() { return keeper->asyncTryGet(path); });
+    }
+
+    bool tryGet(
+        const std::string & path,
+        std::string & res,
+        Coordination::Stat * stat = nullptr,
+        const zkutil::EventPtr & watch = nullptr,
+        Coordination::Error * code = nullptr)
+    {
+        return access("tryGet", path, [&]() { return keeper->tryGet(path, res, stat, watch, code); });
+    }
+
+    Coordination::Error tryMulti(const Coordination::Requests & requests, Coordination::Responses & responses)
+    {
+        constexpr auto method = "tryMulti";
+        auto error = access(
+            method,
+            !requests.empty() ? requests.front()->getPath() : "",
+            [&]() { return keeper->tryMulti(requests, responses); },
+            [&](const Coordination::Error & original_error)
+            {
+                if (original_error == Coordination::Error::ZOK)
+                    faultInjectionPostAction(method, requests, responses);
+            },
+            [&]()
+            {
+                responses.clear();
+                for (size_t i = 0; i < requests.size(); ++i)
+                    responses.emplace_back(std::make_shared<Coordination::ZooKeeperErrorResponse>());
+            });
+
+
+        /// collect ephemeral nodes when no fault was injected (to clean up on demand)
+        if (unlikely(fault_policy) && Coordination::Error::ZOK == error)
+        {
+            doForEachCreatedEphemeralNode(
+                method, requests, responses, [&](const String & path_created) { ephemeral_nodes.push_back(path_created); });
+        }
+        return error;
+    }
+
+    Coordination::Error tryMultiNoThrow(const Coordination::Requests & requests, Coordination::Responses & responses)
+    {
+        constexpr auto method = "tryMultiNoThrow";
+        constexpr auto no_throw = true;
+        constexpr auto inject_failure_before_op = false;
+        auto error = access<no_throw, inject_failure_before_op>(
+            method,
+            !requests.empty() ? requests.front()->getPath() : "",
+            [&]() { return keeper->tryMultiNoThrow(requests, responses); },
+            [&](const Coordination::Error & original_error)
+            {
+                if (original_error == Coordination::Error::ZOK)
+                    faultInjectionPostAction(method, requests, responses);
+            },
+            [&]()
+            {
+                responses.clear();
+                for (size_t i = 0; i < requests.size(); ++i)
+                    responses.emplace_back(std::make_shared<Coordination::ZooKeeperErrorResponse>());
+            });
+
+        /// collect ephemeral nodes when no fault was injected (to clean up later)
+        if (unlikely(fault_policy) && Coordination::Error::ZOK == error)
+        {
+            doForEachCreatedEphemeralNode(
+                method, requests, responses, [&](const String & path_created) { ephemeral_nodes.push_back(path_created); });
+        }
+        return error;
+    }
+
+    std::string get(const std::string & path, Coordination::Stat * stat = nullptr, const zkutil::EventPtr & watch = nullptr)
+    {
+        return access("get", path, [&]() { return keeper->get(path, stat, watch); });
+    }
+
+    zkutil::ZooKeeper::MultiGetResponse get(const std::vector<std::string> & paths)
+    {
+        return access("get", !paths.empty() ? paths.front() : "", [&]() { return keeper->get(paths); });
+    }
+
+    bool exists(const std::string & path, Coordination::Stat * stat = nullptr, const zkutil::EventPtr & watch = nullptr)
+    {
+        return access("exists", path, [&]() { return keeper->exists(path, stat, watch); });
+    }
+
+    zkutil::ZooKeeper::MultiExistsResponse exists(const std::vector<std::string> & paths)
+    {
+        return access("exists", !paths.empty() ? paths.front() : "", [&]() { return keeper->exists(paths); });
+    }
+
+    std::string create(const std::string & path, const std::string & data, int32_t mode)
+    {
+        auto path_created = access(
+            "create",
+            path,
+            [&]() { return keeper->create(path, data, mode); },
+            [&](std::string const & result_path)
+            {
+                try
+                {
+                    if (mode == zkutil::CreateMode::EphemeralSequential || mode == zkutil::CreateMode::Ephemeral)
+                    {
+                        keeper->remove(result_path);
+                        if (unlikely(logger))
+                            LOG_TRACE(logger, "ZooKeeperWithFaultInjection cleanup: seed={} func={} path={}", seed, "create", result_path);
+                    }
+                }
+                catch (const zkutil::KeeperException & e)
+                {
+                    if (unlikely(logger))
+                        LOG_TRACE(
+                            logger,
+                            "ZooKeeperWithFaultInjection cleanup FAILED: seed={} func={} path={} code={} message={} ",
+                            seed,
+                            "create",
+                            result_path,
+                            e.code,
+                            e.message());
+                }
+            });
+
+        /// collect ephemeral nodes when no fault was injected (to clean up later)
+        if (unlikely(fault_policy))
+        {
+            if (mode == zkutil::CreateMode::EphemeralSequential || mode == zkutil::CreateMode::Ephemeral)
+                ephemeral_nodes.push_back(path_created);
+        }
+
+        return path_created;
+    }
+
+    Coordination::Responses multi(const Coordination::Requests & requests)
+    {
+        constexpr auto method = "multi";
+        auto result = access(
+            method,
+            !requests.empty() ? requests.front()->getPath() : "",
+            [&]() { return keeper->multi(requests); },
+            [&](Coordination::Responses & responses) { faultInjectionPostAction(method, requests, responses); });
+
+        /// collect ephemeral nodes to clean up
+        if (unlikely(fault_policy))
+        {
+            doForEachCreatedEphemeralNode(
+                method, requests, result, [&](const String & path_created) { ephemeral_nodes.push_back(path_created); });
+        }
+        return result;
+    }
+
+    void createAncestors(const std::string & path)
+    {
+        access("createAncestors", path, [&]() { return keeper->createAncestors(path); });
+    }
+
+    Coordination::Error tryRemove(const std::string & path, int32_t version = -1)
+    {
+        return access("tryRemove", path, [&]() { return keeper->tryRemove(path, version); });
+    }
+
+    void cleanupEphemeralNodes()
+    {
+        for (const auto & path : ephemeral_nodes)
+        {
+            try
+            {
+                if (keeper_prev)
+                    keeper_prev->tryRemove(path);
+            }
+            catch (...)
+            {
+                if (unlikely(logger))
+                    tryLogCurrentException(logger, "Exception during ephemeral nodes clean up");
+            }
+        }
+
+        ephemeral_nodes.clear();
+    }
+
+private:
+    void faultInjectionBefore(std::function<void()> fault_cleanup)
+    {
+        try
+        {
+            if (unlikely(fault_policy))
+                fault_policy->beforeOperation();
+        }
+        catch (const zkutil::KeeperException &)
+        {
+            fault_cleanup();
+            throw;
+        }
+    }
+    void faultInjectionAfter(std::function<void()> fault_cleanup)
+    {
+        try
+        {
+            if (unlikely(fault_policy))
+                fault_policy->afterOperation();
+        }
+        catch (const zkutil::KeeperException &)
+        {
+            fault_cleanup();
+            throw;
+        }
+    }
+
+    void doForEachCreatedEphemeralNode(
+        const char * method, const Coordination::Requests & requests, const Coordination::Responses & responses, auto && action)
+    {
+        if (responses.empty())
+            return;
+
+        if (responses.size() != requests.size())
+            throw Exception(
+                ErrorCodes::LOGICAL_ERROR,
+                "Number of responses doesn't match number of requests: method={} requests={} responses={}",
+                method,
+                requests.size(),
+                responses.size());
+
+        /// find create request with ephemeral flag
+        std::vector<std::pair<size_t, const Coordination::CreateRequest *>> create_requests;
+        for (size_t i = 0; i < requests.size(); ++i)
+        {
+            const auto * create_req = dynamic_cast<const Coordination::CreateRequest *>(requests[i].get());
+            if (create_req && create_req->is_ephemeral)
+                create_requests.emplace_back(i, create_req);
+        }
+
+        for (auto && [i, req] : create_requests)
+        {
+            const auto * create_resp = dynamic_cast<const Coordination::CreateResponse *>(responses.at(i).get());
+            if (!create_resp)
+                throw Exception(
+                    ErrorCodes::LOGICAL_ERROR, "Response should be CreateResponse: method={} index={} path={}", method, i, req->path);
+
+            action(create_resp->path_created);
+        }
+    }
+
+    void faultInjectionPostAction(const char * method, const Coordination::Requests & requests, Coordination::Responses & responses)
+    {
+        doForEachCreatedEphemeralNode(method, requests, responses, [&](const String & path_created) { keeper->remove(path_created); });
+    }
+
+    template <typename T>
+    struct FaultCleanupTypeImpl
+    {
+        using Type = std::function<void(T &)>;
+    };
+
+    template <>
+    struct FaultCleanupTypeImpl<void>
+    {
+        using Type = std::function<void()>;
+    };
+
+    template <typename T>
+    using FaultCleanupType = typename FaultCleanupTypeImpl<T>::Type;
+
+    template <
+        bool no_throw_access = false,
+        bool inject_failure_before_op = true,
+        int inject_failure_after_op = true,
+        typename Operation,
+        typename Result = std::invoke_result_t<Operation>>
+    Result access(
+        const char * func_name,
+        const std::string & path,
+        Operation operation,
+        FaultCleanupType<Result> fault_after_op_cleanup = {},
+        FaultCleanupType<void> fault_before_op_cleanup = {})
+    {
+        try
+        {
+            ++calls_total;
+
+            if (!keeper)
+                throw zkutil::KeeperException(
+                    "Session is considered to be expired due to fault injection", Coordination::Error::ZSESSIONEXPIRED);
+
+            if constexpr (inject_failure_before_op)
+            {
+                faultInjectionBefore(
+                    [&]
+                    {
+                        if (fault_before_op_cleanup)
+                            fault_before_op_cleanup();
+                    });
+            }
+
+            if constexpr (!std::is_same_v<Result, void>)
+            {
+                Result res = operation();
+
+                /// if connectivity error occurred w/o fault injection -> just return it
+                if constexpr (std::is_same_v<Coordination::Error, Result>)
+                {
+                    if (Coordination::isHardwareError(res))
+                        return res;
+                }
+
+                if constexpr (inject_failure_after_op)
+                {
+                    faultInjectionAfter(
+                        [&]
+                        {
+                            if (fault_after_op_cleanup)
+                                fault_after_op_cleanup(res);
+                        });
+                }
+
+                ++calls_without_fault_injection;
+
+                if (unlikely(logger))
+                    LOG_TRACE(logger, "ZooKeeperWithFaultInjection call SUCCEEDED: seed={} func={} path={}", seed, func_name, path);
+
+                return res;
+            }
+            else
+            {
+                operation();
+
+                if constexpr (inject_failure_after_op)
+                {
+                    faultInjectionAfter(
+                        [&fault_after_op_cleanup]
+                        {
+                            if (fault_after_op_cleanup)
+                                fault_after_op_cleanup();
+                        });
+                }
+
+                ++calls_without_fault_injection;
+
+                if (unlikely(logger))
+                    LOG_TRACE(logger, "ZooKeeperWithFaultInjection call SUCCEEDED: seed={} func={} path={}", seed, func_name, path);
+            }
+        }
+        catch (const zkutil::KeeperException & e)
+        {
+            if (unlikely(logger))
+                LOG_TRACE(
+                    logger,
+                    "ZooKeeperWithFaultInjection call FAILED: seed={} func={} path={} code={} message={} ",
+                    seed,
+                    func_name,
+                    path,
+                    e.code,
+                    e.message());
+
+            /// save valid pointer to clean up ephemeral nodes later if necessary
+            if (keeper)
+                keeper_prev = keeper;
+            keeper.reset();
+
+            /// for try*NoThrow() methods
+            if constexpr (no_throw_access)
+                return e.code;
+
+            if constexpr (std::is_same_v<Coordination::Error, Result>)
+            {
+                /// try*() methods throws at least on hardware error and return only on user errors
+                /// todo: the methods return only on subset of user errors, and throw on another errors
+                ///       to mimic the methods exactly - we need to specify errors on which to return for each such method
+                if (Coordination::isHardwareError(e.code))
+                    throw;
+
+                return e.code;
+            }
+
+            throw;
+        }
+    }
+};
+
+using ZooKeeperWithFaultInjectionPtr = ZooKeeperWithFaultInjection::Ptr;
+}
diff --git a/src/Storages/StorageReplicatedMergeTree.cpp b/src/Storages/StorageReplicatedMergeTree.cpp
index 3b85581a157..dde844c0ee0 100644
--- a/src/Storages/StorageReplicatedMergeTree.cpp
+++ b/src/Storages/StorageReplicatedMergeTree.cpp
@@ -4479,9 +4479,16 @@ void StorageReplicatedMergeTree::assertNotReadonly() const
 
 SinkToStoragePtr StorageReplicatedMergeTree::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
-    const auto storage_settings_ptr = getSettings();
-    assertNotReadonly();
+    /// If table is read-only because it doesn't have metadata in zk yet, then it's not possible to insert into it
+    /// Without this check, we'll write data parts on disk, and afterwards will remove them since we'll fail to commit them into zk
+    /// In case of remote storage like s3, it'll generate unnecessary PUT requests
+    if (is_readonly && (!has_metadata_in_zookeeper.has_value() || false == has_metadata_in_zookeeper.value()))
+        throw Exception(
+            ErrorCodes::TABLE_IS_READ_ONLY,
+            "Table is in readonly mode since table metadata was not found in zookeeper: replica_path={}",
+            replica_path);
 
+    const auto storage_settings_ptr = getSettings();
     const Settings & query_settings = local_context->getSettingsRef();
     bool deduplicate = storage_settings_ptr->replicated_deduplication_window != 0 && query_settings.insert_deduplicate;
 
@@ -4996,8 +5003,7 @@ bool StorageReplicatedMergeTree::getFakePartCoveringAllPartsInPartition(const St
     Int64 mutation_version;
 
     {
-        auto zookeeper = getZooKeeper();
-        delimiting_block_lock = allocateBlockNumber(partition_id, zookeeper);
+        delimiting_block_lock = allocateBlockNumber(partition_id, getZooKeeper());
         right = delimiting_block_lock->getNumber();
         /// Make sure we cover all parts in drop range.
         /// There might be parts with mutation version greater than current block number
@@ -5278,7 +5284,7 @@ void StorageReplicatedMergeTree::rename(const String & new_path_to_table_data, c
 }
 
 
-bool StorageReplicatedMergeTree::existsNodeCached(const std::string & path) const
+bool StorageReplicatedMergeTree::existsNodeCached(const ZooKeeperWithFaultInjectionPtr & zookeeper, const std::string & path) const
 {
     {
         std::lock_guard lock(existing_nodes_cache_mutex);
@@ -5286,7 +5292,7 @@ bool StorageReplicatedMergeTree::existsNodeCached(const std::string & path) cons
             return true;
     }
 
-    bool res = getZooKeeper()->exists(path);
+    bool res = zookeeper->exists(path);
 
     if (res)
     {
@@ -5298,9 +5304,22 @@ bool StorageReplicatedMergeTree::existsNodeCached(const std::string & path) cons
 }
 
 
-std::optional<EphemeralLockInZooKeeper>
-StorageReplicatedMergeTree::allocateBlockNumber(
-    const String & partition_id, const zkutil::ZooKeeperPtr & zookeeper, const String & zookeeper_block_id_path, const String & zookeeper_path_prefix) const
+std::optional<EphemeralLockInZooKeeper> StorageReplicatedMergeTree::allocateBlockNumber(
+    const String & partition_id,
+    const zkutil::ZooKeeperPtr & zookeeper,
+    const String & zookeeper_block_id_path,
+    const String & zookeeper_path_prefix) const
+{
+    return allocateBlockNumber(
+        partition_id, std::make_shared<ZooKeeperWithFaultInjection>(zookeeper), zookeeper_block_id_path, zookeeper_path_prefix);
+}
+
+
+std::optional<EphemeralLockInZooKeeper> StorageReplicatedMergeTree::allocateBlockNumber(
+    const String & partition_id,
+    const ZooKeeperWithFaultInjectionPtr & zookeeper,
+    const String & zookeeper_block_id_path,
+    const String & zookeeper_path_prefix) const
 {
     String zookeeper_table_path;
     if (zookeeper_path_prefix.empty())
@@ -5311,7 +5330,7 @@ StorageReplicatedMergeTree::allocateBlockNumber(
     String block_numbers_path = fs::path(zookeeper_table_path) / "block_numbers";
     String partition_path = fs::path(block_numbers_path) / partition_id;
 
-    if (!existsNodeCached(partition_path))
+    if (!existsNodeCached(zookeeper, partition_path))
     {
         Coordination::Requests ops;
         /// Check that table is not being dropped ("host" is the first node that is removed on replica drop)
@@ -5329,10 +5348,9 @@ StorageReplicatedMergeTree::allocateBlockNumber(
     }
 
     return createEphemeralLockInZooKeeper(
-        fs::path(partition_path) / "block-", fs::path(zookeeper_table_path) / "temp", *zookeeper, zookeeper_block_id_path);
+        fs::path(partition_path) / "block-", fs::path(zookeeper_table_path) / "temp", zookeeper, zookeeper_block_id_path);
 }
 
-
 Strings StorageReplicatedMergeTree::tryWaitForAllReplicasToProcessLogEntry(
     const String & table_zookeeper_path, const ReplicatedMergeTreeLogEntryData & entry, Int64 wait_for_inactive_timeout)
 {
@@ -7085,7 +7103,7 @@ CancellationCode StorageReplicatedMergeTree::killPartMoveToShard(const UUID & ta
 
 void StorageReplicatedMergeTree::getCommitPartOps(
     Coordination::Requests & ops,
-    MutableDataPartPtr & part,
+    const DataPartPtr & part,
     const String & block_id_path) const
 {
     const String & part_name = part->name;
@@ -7667,11 +7685,28 @@ void StorageReplicatedMergeTree::lockSharedDataTemporary(const String & part_nam
         String zookeeper_node = fs::path(zc_zookeeper_path) / id / replica_name;
 
         LOG_TRACE(log, "Set zookeeper temporary ephemeral lock {}", zookeeper_node);
-        createZeroCopyLockNode(zookeeper, zookeeper_node, zkutil::CreateMode::Ephemeral, false);
+        createZeroCopyLockNode(
+            std::make_shared<ZooKeeperWithFaultInjection>(zookeeper), zookeeper_node, zkutil::CreateMode::Ephemeral, false);
     }
 }
 
-void StorageReplicatedMergeTree::lockSharedData(const IMergeTreeDataPart & part, bool replace_existing_lock, std::optional<HardlinkedFiles> hardlinked_files) const
+void StorageReplicatedMergeTree::lockSharedData(
+    const IMergeTreeDataPart & part,
+    bool replace_existing_lock,
+    std::optional<HardlinkedFiles> hardlinked_files) const
+{
+    auto zookeeper = tryGetZooKeeper();
+    if (zookeeper)
+        return lockSharedData(part, std::make_shared<ZooKeeperWithFaultInjection>(zookeeper), replace_existing_lock, hardlinked_files);
+    else
+        return lockSharedData(part, std::make_shared<ZooKeeperWithFaultInjection>(nullptr), replace_existing_lock, hardlinked_files);
+}
+
+void StorageReplicatedMergeTree::lockSharedData(
+    const IMergeTreeDataPart & part,
+    const ZooKeeperWithFaultInjectionPtr & zookeeper,
+    bool replace_existing_lock,
+    std::optional<HardlinkedFiles> hardlinked_files) const
 {
     auto settings = getSettings();
 
@@ -7681,8 +7716,7 @@ void StorageReplicatedMergeTree::lockSharedData(const IMergeTreeDataPart & part,
     if (!part.getDataPartStorage().supportZeroCopyReplication())
         return;
 
-    zkutil::ZooKeeperPtr zookeeper = tryGetZooKeeper();
-    if (!zookeeper)
+    if (zookeeper->isNull())
         return;
 
     String id = part.getUniqueId();
@@ -7716,7 +7750,14 @@ void StorageReplicatedMergeTree::lockSharedData(const IMergeTreeDataPart & part,
     }
 }
 
-std::pair<bool, NameSet> StorageReplicatedMergeTree::unlockSharedData(const IMergeTreeDataPart & part) const
+std::pair<bool, NameSet>
+StorageReplicatedMergeTree::unlockSharedData(const IMergeTreeDataPart & part) const
+{
+    return unlockSharedData(part, std::make_shared<ZooKeeperWithFaultInjection>(nullptr));
+}
+
+std::pair<bool, NameSet>
+StorageReplicatedMergeTree::unlockSharedData(const IMergeTreeDataPart & part, const ZooKeeperWithFaultInjectionPtr & zookeeper) const
 {
     auto settings = getSettings();
     if (!settings->allow_remote_fs_zero_copy_replication)
@@ -7762,11 +7803,10 @@ std::pair<bool, NameSet> StorageReplicatedMergeTree::unlockSharedData(const IMer
     /// We remove parts during table shutdown. If exception happen, restarting thread will be already turned
     /// off and nobody will reconnect our zookeeper connection. In this case we use zookeeper connection from
     /// context.
-    zkutil::ZooKeeperPtr zookeeper;
     if (shutdown_called.load())
-        zookeeper = getZooKeeperIfTableShutDown();
+        zookeeper->setKeeper(getZooKeeperIfTableShutDown());
     else
-        zookeeper = getZooKeeper();
+        zookeeper->setKeeper(getZooKeeper());
 
     /// It can happen that we didn't had the connection to zookeeper during table creation, but actually
     /// table is completely dropped, so we can drop it without any additional checks.
@@ -7791,7 +7831,7 @@ namespace
 /// But sometimes we need an opposite. When we deleting all_0_0_0_1 it can be non replicated to other replicas, so we are the only owner of this part.
 /// In this case when we will drop all_0_0_0_1 we will drop blobs for all_0_0_0. But it will lead to dataloss. For such case we need to check that other replicas
 /// still need parent part.
-std::pair<bool, NameSet> getParentLockedBlobs(zkutil::ZooKeeperPtr zookeeper_ptr, const std::string & zero_copy_part_path_prefix, const std::string & part_info_str, MergeTreeDataFormatVersion format_version, Poco::Logger * log)
+std::pair<bool, NameSet> getParentLockedBlobs(const ZooKeeperWithFaultInjectionPtr & zookeeper_ptr, const std::string & zero_copy_part_path_prefix, const std::string & part_info_str, MergeTreeDataFormatVersion format_version, Poco::Logger * log)
 {
     NameSet files_not_to_remove;
 
@@ -7853,7 +7893,7 @@ std::pair<bool, NameSet> getParentLockedBlobs(zkutil::ZooKeeperPtr zookeeper_ptr
 
 std::pair<bool, NameSet> StorageReplicatedMergeTree::unlockSharedDataByID(
         String part_id, const String & table_uuid, const String & part_name,
-        const String & replica_name_, const std::string & disk_type, zkutil::ZooKeeperPtr zookeeper_ptr, const MergeTreeSettings & settings,
+        const String & replica_name_, const std::string & disk_type, const ZooKeeperWithFaultInjectionPtr & zookeeper_ptr, const MergeTreeSettings & settings,
         Poco::Logger * logger, const String & zookeeper_path_old, MergeTreeDataFormatVersion data_format_version)
 {
     boost::replace_all(part_id, "/", "_");
@@ -7872,7 +7912,8 @@ std::pair<bool, NameSet> StorageReplicatedMergeTree::unlockSharedDataByID(
         if (!files_not_to_remove_str.empty())
             boost::split(files_not_to_remove, files_not_to_remove_str, boost::is_any_of("\n "));
 
-        auto [has_parent, parent_not_to_remove] = getParentLockedBlobs(zookeeper_ptr, fs::path(zc_zookeeper_path).parent_path(), part_name, data_format_version, logger);
+        auto [has_parent, parent_not_to_remove] = getParentLockedBlobs(
+            zookeeper_ptr, fs::path(zc_zookeeper_path).parent_path(), part_name, data_format_version, logger);
         files_not_to_remove.insert(parent_not_to_remove.begin(), parent_not_to_remove.end());
 
         String zookeeper_part_uniq_node = fs::path(zc_zookeeper_path) / part_id;
@@ -8387,7 +8428,7 @@ bool StorageReplicatedMergeTree::createEmptyPartInsteadOfLost(zkutil::ZooKeeperP
 
 
 void StorageReplicatedMergeTree::createZeroCopyLockNode(
-    const zkutil::ZooKeeperPtr & zookeeper, const String & zookeeper_node, int32_t mode,
+    const ZooKeeperWithFaultInjectionPtr & zookeeper, const String & zookeeper_node, int32_t mode,
     bool replace_existing_lock, const String & path_to_set_hardlinked_files, const NameSet & hardlinked_files)
 {
     /// In rare case other replica can remove path between createAncestors and createIfNotExists
@@ -8504,7 +8545,7 @@ bool StorageReplicatedMergeTree::removeSharedDetachedPart(DiskPtr disk, const St
                 id, table_uuid, part_name,
                 detached_replica_name,
                 toString(disk->getDataSourceDescription().type),
-                zookeeper, local_context->getReplicatedMergeTreeSettings(),
+                std::make_shared<ZooKeeperWithFaultInjection>(zookeeper), local_context->getReplicatedMergeTreeSettings(),
                 &Poco::Logger::get("StorageReplicatedMergeTree"),
                 detached_zookeeper_path,
                 MERGE_TREE_DATA_MIN_FORMAT_VERSION_WITH_CUSTOM_PARTITIONING);
diff --git a/src/Storages/StorageReplicatedMergeTree.h b/src/Storages/StorageReplicatedMergeTree.h
index fe2105ab4ec..d767d94889c 100644
--- a/src/Storages/StorageReplicatedMergeTree.h
+++ b/src/Storages/StorageReplicatedMergeTree.h
@@ -83,6 +83,9 @@ namespace DB
   * as the time will take the time of creation the appropriate part on any of the replicas.
   */
 
+class ZooKeeperWithFaultInjection;
+using ZooKeeperWithFaultInjectionPtr = std::shared_ptr<ZooKeeperWithFaultInjection>;
+
 class StorageReplicatedMergeTree final : public MergeTreeData
 {
 public:
@@ -267,6 +270,11 @@ public:
 
     /// Lock part in zookeeper for use shared data in several nodes
     void lockSharedData(const IMergeTreeDataPart & part, bool replace_existing_lock, std::optional<HardlinkedFiles> hardlinked_files) const override;
+    void lockSharedData(
+        const IMergeTreeDataPart & part,
+        const ZooKeeperWithFaultInjectionPtr & zookeeper,
+        bool replace_existing_lock,
+        std::optional<HardlinkedFiles> hardlinked_files) const;
 
     void lockSharedDataTemporary(const String & part_name, const String & part_id, const DiskPtr & disk) const;
 
@@ -274,13 +282,23 @@ public:
     /// Return true if data unlocked
     /// Return false if data is still used by another node
     std::pair<bool, NameSet> unlockSharedData(const IMergeTreeDataPart & part) const override;
+    std::pair<bool, NameSet>
+    unlockSharedData(const IMergeTreeDataPart & part, const ZooKeeperWithFaultInjectionPtr & zookeeper) const;
 
     /// Unlock shared data part in zookeeper by part id
     /// Return true if data unlocked
     /// Return false if data is still used by another node
-    static std::pair<bool, NameSet> unlockSharedDataByID(String part_id, const String & table_uuid, const String & part_name, const String & replica_name_,
-        const std::string & disk_type, zkutil::ZooKeeperPtr zookeeper_, const MergeTreeSettings & settings, Poco::Logger * logger,
-        const String & zookeeper_path_old, MergeTreeDataFormatVersion data_format_version);
+    static std::pair<bool, NameSet> unlockSharedDataByID(
+        String part_id,
+        const String & table_uuid,
+        const String & part_name,
+        const String & replica_name_,
+        const std::string & disk_type,
+        const ZooKeeperWithFaultInjectionPtr & zookeeper_,
+        const MergeTreeSettings & settings,
+        Poco::Logger * logger,
+        const String & zookeeper_path_old,
+        MergeTreeDataFormatVersion data_format_version);
 
     /// Fetch part only if some replica has it on shared storage like S3
     MutableDataPartStoragePtr tryToFetchIfShared(const IMergeTreeDataPart & part, const DiskPtr & disk, const String & path) override;
@@ -534,7 +552,7 @@ private:
 
     bool partIsAssignedToBackgroundOperation(const DataPartPtr & part) const override;
 
-    void getCommitPartOps(Coordination::Requests & ops, MutableDataPartPtr & part, const String & block_id_path = "") const;
+    void getCommitPartOps(Coordination::Requests & ops, const DataPartPtr & part, const String & block_id_path = "") const;
 
     /// Adds actions to `ops` that remove a part from ZooKeeper.
     /// Set has_children to true for "old-style" parts (those with /columns and /checksums child znodes).
@@ -711,6 +729,11 @@ private:
     std::optional<EphemeralLockInZooKeeper> allocateBlockNumber(
         const String & partition_id, const zkutil::ZooKeeperPtr & zookeeper,
         const String & zookeeper_block_id_path = "", const String & zookeeper_path_prefix = "") const;
+    std::optional<EphemeralLockInZooKeeper> allocateBlockNumber(
+        const String & partition_id,
+        const ZooKeeperWithFaultInjectionPtr & zookeeper,
+        const String & zookeeper_block_id_path = "",
+        const String & zookeeper_path_prefix = "") const;
 
     /** Wait until all replicas, including this, execute the specified action from the log.
       * If replicas are added at the same time, it can not wait the added replica.
@@ -748,7 +771,7 @@ private:
     /// Check for a node in ZK. If it is, remember this information, and then immediately answer true.
     mutable std::unordered_set<std::string> existing_nodes_cache;
     mutable std::mutex existing_nodes_cache_mutex;
-    bool existsNodeCached(const std::string & path) const;
+    bool existsNodeCached(const ZooKeeperWithFaultInjectionPtr & zookeeper, const std::string & path) const;
 
     /// Cancels INSERTs in the block range by removing ephemeral block numbers
     void clearLockedBlockNumbersInPartition(zkutil::ZooKeeper & zookeeper, const String & partition_id, Int64 min_block_num, Int64 max_block_num);
@@ -836,7 +859,7 @@ private:
         const String & part_name, const String & zookeeper_path_old);
 
     static void createZeroCopyLockNode(
-        const zkutil::ZooKeeperPtr & zookeeper, const String & zookeeper_node,
+        const ZooKeeperWithFaultInjectionPtr & zookeeper, const String & zookeeper_node,
         int32_t mode = zkutil::CreateMode::Persistent, bool replace_existing_lock = false,
         const String & path_to_set_hardlinked_files = "", const NameSet & hardlinked_files = {});
 
diff --git a/tests/config/install.sh b/tests/config/install.sh
index 876d05507fe..51865665f59 100755
--- a/tests/config/install.sh
+++ b/tests/config/install.sh
@@ -71,6 +71,7 @@ ln -sf $SRC_PATH/users.d/no_fsync_metadata.xml $DEST_SERVER_PATH/users.d/
 ln -sf $SRC_PATH/users.d/filelog.xml $DEST_SERVER_PATH/users.d/
 ln -sf $SRC_PATH/users.d/enable_blobs_check.xml $DEST_SERVER_PATH/users.d/
 ln -sf $SRC_PATH/users.d/marks.xml $DEST_SERVER_PATH/users.d/
+ln -sf $SRC_PATH/users.d/insert_keeper_retries.xml $DEST_SERVER_PATH/users.d/
 
 # FIXME DataPartsExchange may hang for http_send_timeout seconds
 # when nobody is going to read from the other side of socket (due to "Fetching of part was cancelled"),
diff --git a/tests/config/users.d/insert_keeper_retries.xml b/tests/config/users.d/insert_keeper_retries.xml
new file mode 100644
index 00000000000..f7b652bf2ef
--- /dev/null
+++ b/tests/config/users.d/insert_keeper_retries.xml
@@ -0,0 +1,8 @@
+<clickhouse>
+    <profiles>
+        <default>
+            <insert_keeper_max_retries>0</insert_keeper_max_retries>
+            <insert_keeper_fault_injection_probability>0.0</insert_keeper_fault_injection_probability>
+        </default>
+    </profiles>
+</clickhouse>
diff --git a/tests/integration/test_inserts_with_keeper_retries/__init__.py b/tests/integration/test_inserts_with_keeper_retries/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_inserts_with_keeper_retries/test.py b/tests/integration/test_inserts_with_keeper_retries/test.py
new file mode 100644
index 00000000000..dbf18365053
--- /dev/null
+++ b/tests/integration/test_inserts_with_keeper_retries/test.py
@@ -0,0 +1,100 @@
+#!/usr/bin/env python3
+
+import pytest
+import time
+import threading
+from helpers.cluster import ClickHouseCluster
+from multiprocessing.dummy import Pool
+from helpers.network import PartitionManager
+from helpers.client import QueryRuntimeException
+from helpers.test_tools import assert_eq_with_retry
+
+cluster = ClickHouseCluster(__file__)
+
+node1 = cluster.add_instance("node1", with_zookeeper=True)
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    global cluster
+    try:
+        cluster.start()
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def test_replica_inserts_with_keeper_restart(started_cluster):
+    try:
+        node1.query(
+            "CREATE TABLE r (a UInt64, b String) ENGINE=ReplicatedMergeTree('/test/r', '0') ORDER BY tuple()"
+        )
+
+        p = Pool(1)
+        zk_stopped_event = threading.Event()
+
+        def zoo_restart(zk_stopped_event):
+            cluster.stop_zookeeper_nodes(["zoo1", "zoo2", "zoo3"])
+            zk_stopped_event.set()
+            cluster.start_zookeeper_nodes(["zoo1", "zoo2", "zoo3"])
+
+        job = p.apply_async(zoo_restart, (zk_stopped_event,))
+
+        zk_stopped_event.wait(90)
+
+        node1.query(
+            "INSERT INTO r SELECT number, toString(number) FROM numbers(10) SETTINGS insert_keeper_max_retries=20"
+        )
+        node1.query(
+            "INSERT INTO r SELECT number, toString(number) FROM numbers(10, 10) SETTINGS insert_keeper_max_retries=20"
+        )
+
+        job.wait()
+        p.close()
+        p.join()
+
+        assert node1.query("SELECT COUNT() FROM r") == "20\n"
+
+    finally:
+        node1.query("DROP TABLE IF EXISTS r SYNC")
+
+
+def test_replica_inserts_with_keeper_disconnect(started_cluster):
+    try:
+        node1.query(
+            "CREATE TABLE r (a UInt64, b String) ENGINE=ReplicatedMergeTree('/test/r', '0') ORDER BY tuple()"
+        )
+
+        p = Pool(1)
+        disconnect_event = threading.Event()
+
+        def keeper_disconnect(node, event):
+            with PartitionManager() as pm:
+                pm.drop_instance_zk_connections(node)
+                event.set()
+
+        job = p.apply_async(
+            keeper_disconnect,
+            (
+                node1,
+                disconnect_event,
+            ),
+        )
+        disconnect_event.wait(90)
+
+        node1.query(
+            "INSERT INTO r SELECT number, toString(number) FROM numbers(10) SETTINGS insert_keeper_max_retries=20"
+        )
+        node1.query(
+            "INSERT INTO r SELECT number, toString(number) FROM numbers(10, 10) SETTINGS insert_keeper_max_retries=20"
+        )
+
+        job.wait()
+        p.close()
+        p.join()
+
+        assert node1.query("SELECT COUNT() FROM r") == "20\n"
+
+    finally:
+        node1.query("DROP TABLE IF EXISTS r SYNC")
diff --git a/tests/integration/test_restore_replica/test.py b/tests/integration/test_restore_replica/test.py
index 0b11cdf7512..31c503f6184 100644
--- a/tests/integration/test_restore_replica/test.py
+++ b/tests/integration/test_restore_replica/test.py
@@ -7,6 +7,9 @@ from helpers.test_tools import assert_eq_with_retry
 
 
 def fill_nodes(nodes):
+    for node in nodes:
+        node.query("DROP TABLE IF EXISTS test SYNC")
+
     for node in nodes:
         node.query(
             """
@@ -29,11 +32,7 @@ nodes = [node_1, node_2, node_3]
 
 
 def fill_table():
-    node_1.query("TRUNCATE TABLE test")
-
-    for node in nodes:
-        node.query("SYSTEM SYNC REPLICA test")
-
+    fill_nodes(nodes)
     check_data(0, 0)
 
     # it will create multiple parts in each partition and probably cause merges
diff --git a/tests/queries/0_stateless/00121_drop_column_zookeeper.sql b/tests/queries/0_stateless/00121_drop_column_zookeeper.sql
index f62f11c60fd..ed1f654f847 100644
--- a/tests/queries/0_stateless/00121_drop_column_zookeeper.sql
+++ b/tests/queries/0_stateless/00121_drop_column_zookeeper.sql
@@ -1,14 +1,14 @@
 -- Tags: zookeeper, no-replicated-database
 -- Tag no-replicated-database: Old syntax is not allowed
 
-DROP TABLE IF EXISTS alter_00121;
+DROP TABLE IF EXISTS alter_00121 SYNC;
 set allow_deprecated_syntax_for_merge_tree=1;
 CREATE TABLE alter_00121 (d Date, x UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/alter_00121/t1', 'r1', d, (d), 8192);
 
 INSERT INTO alter_00121 VALUES ('2014-01-01', 1);
 ALTER TABLE alter_00121 DROP COLUMN x;
 
-DROP TABLE alter_00121;
+DROP TABLE alter_00121 SYNC;
 
 CREATE TABLE alter_00121 (d Date) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/alter_00121/t2', 'r1', d, (d), 8192);
 
@@ -23,4 +23,4 @@ SELECT * FROM alter_00121 ORDER BY d;
 ALTER TABLE alter_00121 DROP COLUMN x;
 SELECT * FROM alter_00121 ORDER BY d;
 
-DROP TABLE alter_00121;
+DROP TABLE alter_00121 SYNC;
diff --git a/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper_long.sql b/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper_long.sql
index 8267a451728..0ee8ba07006 100644
--- a/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper_long.sql
+++ b/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper_long.sql
@@ -1,11 +1,12 @@
 -- Tags: long, replica
 
 SET replication_alter_partitions_sync = 2;
+SET insert_keeper_fault_injection_probability=0;
 
 SELECT '*** Not partitioned ***';
 
-DROP TABLE IF EXISTS not_partitioned_replica1_00502;
-DROP TABLE IF EXISTS not_partitioned_replica2_00502;
+DROP TABLE IF EXISTS not_partitioned_replica1_00502 SYNC;
+DROP TABLE IF EXISTS not_partitioned_replica2_00502 SYNC;
 CREATE TABLE not_partitioned_replica1_00502(x UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/not_partitioned_00502', '1') ORDER BY x;
 CREATE TABLE not_partitioned_replica2_00502(x UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/not_partitioned_00502', '2') ORDER BY x;
 
@@ -14,7 +15,7 @@ INSERT INTO not_partitioned_replica1_00502 VALUES (4), (5);
 
 SELECT 'Parts before OPTIMIZE:';
 SELECT partition, name FROM system.parts WHERE database = currentDatabase() AND table = 'not_partitioned_replica1_00502' AND active ORDER BY name;
-SYSTEM SYNC REPLICA not_partitioned_replica1_00502;
+SYSTEM SYNC REPLICA not_partitioned_replica2_00502;
 OPTIMIZE TABLE not_partitioned_replica1_00502 PARTITION tuple() FINAL;
 SELECT 'Parts after OPTIMIZE:';
 SELECT partition, name FROM system.parts WHERE database = currentDatabase() AND table = 'not_partitioned_replica2_00502' AND active ORDER BY name;
@@ -25,13 +26,13 @@ ALTER TABLE not_partitioned_replica1_00502 DETACH PARTITION ID 'all';
 SELECT 'Sum after DETACH PARTITION:';
 SELECT sum(x) FROM not_partitioned_replica2_00502;
 
-DROP TABLE not_partitioned_replica1_00502;
-DROP TABLE not_partitioned_replica2_00502;
+DROP TABLE not_partitioned_replica1_00502 SYNC;
+DROP TABLE not_partitioned_replica2_00502 SYNC;
 
 SELECT '*** Partitioned by week ***';
 
-DROP TABLE IF EXISTS partitioned_by_week_replica1;
-DROP TABLE IF EXISTS partitioned_by_week_replica2;
+DROP TABLE IF EXISTS partitioned_by_week_replica1 SYNC;
+DROP TABLE IF EXISTS partitioned_by_week_replica2 SYNC;
 CREATE TABLE partitioned_by_week_replica1(d Date, x UInt8) ENGINE ReplicatedMergeTree('/clickhouse/tables/{database}/test/partitioned_by_week_00502', '1') PARTITION BY toMonday(d) ORDER BY x;
 CREATE TABLE partitioned_by_week_replica2(d Date, x UInt8) ENGINE ReplicatedMergeTree('/clickhouse/tables/{database}/test/partitioned_by_week_00502', '2') PARTITION BY toMonday(d) ORDER BY x;
 
@@ -41,7 +42,7 @@ INSERT INTO partitioned_by_week_replica1 VALUES ('2000-01-03', 4), ('2000-01-03'
 
 SELECT 'Parts before OPTIMIZE:'; -- Select parts on the first replica to avoid waiting for replication.
 SELECT partition, name FROM system.parts WHERE database = currentDatabase() AND table = 'partitioned_by_week_replica1' AND active ORDER BY name;
-SYSTEM SYNC REPLICA partitioned_by_week_replica1;
+SYSTEM SYNC REPLICA partitioned_by_week_replica2;
 OPTIMIZE TABLE partitioned_by_week_replica1 PARTITION '2000-01-03' FINAL;
 SELECT 'Parts after OPTIMIZE:'; -- After OPTIMIZE with replication_alter_partitions_sync=2 replicas must be in sync.
 SELECT partition, name FROM system.parts WHERE database = currentDatabase() AND table = 'partitioned_by_week_replica2' AND active ORDER BY name;
@@ -52,13 +53,13 @@ ALTER TABLE partitioned_by_week_replica1 DROP PARTITION '1999-12-27';
 SELECT 'Sum after DROP PARTITION:';
 SELECT sum(x) FROM partitioned_by_week_replica2;
 
-DROP TABLE partitioned_by_week_replica1;
-DROP TABLE partitioned_by_week_replica2;
+DROP TABLE partitioned_by_week_replica1 SYNC;
+DROP TABLE partitioned_by_week_replica2 SYNC;
 
 SELECT '*** Partitioned by a (Date, UInt8) tuple ***';
 
-DROP TABLE IF EXISTS partitioned_by_tuple_replica1_00502;
-DROP TABLE IF EXISTS partitioned_by_tuple_replica2_00502;
+DROP TABLE IF EXISTS partitioned_by_tuple_replica1_00502 SYNC;
+DROP TABLE IF EXISTS partitioned_by_tuple_replica2_00502 SYNC;
 CREATE TABLE partitioned_by_tuple_replica1_00502(d Date, x UInt8, y UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/partitioned_by_tuple_00502', '1') ORDER BY x PARTITION BY (d, x);
 CREATE TABLE partitioned_by_tuple_replica2_00502(d Date, x UInt8, y UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/partitioned_by_tuple_00502', '2') ORDER BY x PARTITION BY (d, x);
 
@@ -67,7 +68,7 @@ INSERT INTO partitioned_by_tuple_replica1_00502 VALUES ('2000-01-02', 1, 4), ('2
 
 SELECT 'Parts before OPTIMIZE:';
 SELECT partition, name FROM system.parts WHERE database = currentDatabase() AND table = 'partitioned_by_tuple_replica1_00502' AND active ORDER BY name;
-SYSTEM SYNC REPLICA partitioned_by_tuple_replica1_00502;
+SYSTEM SYNC REPLICA partitioned_by_tuple_replica2_00502;
 OPTIMIZE TABLE partitioned_by_tuple_replica1_00502 PARTITION ('2000-01-01', 1) FINAL;
 OPTIMIZE TABLE partitioned_by_tuple_replica1_00502 PARTITION ('2000-01-02', 1) FINAL;
 SELECT 'Parts after OPTIMIZE:';
@@ -79,13 +80,13 @@ ALTER TABLE partitioned_by_tuple_replica1_00502 DETACH PARTITION ID '20000101-1'
 SELECT 'Sum after DETACH PARTITION:';
 SELECT sum(y) FROM partitioned_by_tuple_replica2_00502;
 
-DROP TABLE partitioned_by_tuple_replica1_00502;
-DROP TABLE partitioned_by_tuple_replica2_00502;
+DROP TABLE partitioned_by_tuple_replica1_00502 SYNC;
+DROP TABLE partitioned_by_tuple_replica2_00502 SYNC;
 
 SELECT '*** Partitioned by String ***';
 
-DROP TABLE IF EXISTS partitioned_by_string_replica1;
-DROP TABLE IF EXISTS partitioned_by_string_replica2;
+DROP TABLE IF EXISTS partitioned_by_string_replica1 SYNC;
+DROP TABLE IF EXISTS partitioned_by_string_replica2 SYNC;
 CREATE TABLE partitioned_by_string_replica1(s String, x UInt8) ENGINE ReplicatedMergeTree('/clickhouse/tables/{database}/test/partitioned_by_string_00502', '1') PARTITION BY s ORDER BY x;
 CREATE TABLE partitioned_by_string_replica2(s String, x UInt8) ENGINE ReplicatedMergeTree('/clickhouse/tables/{database}/test/partitioned_by_string_00502', '2') PARTITION BY s ORDER BY x;
 
@@ -105,13 +106,13 @@ ALTER TABLE partitioned_by_string_replica1 DROP PARTITION 'bbb';
 SELECT 'Sum after DROP PARTITION:';
 SELECT sum(x) FROM partitioned_by_string_replica2;
 
-DROP TABLE partitioned_by_string_replica1;
-DROP TABLE partitioned_by_string_replica2;
+DROP TABLE partitioned_by_string_replica1 SYNC;
+DROP TABLE partitioned_by_string_replica2 SYNC;
 
 SELECT '*** Table without columns with fixed size ***';
 
-DROP TABLE IF EXISTS without_fixed_size_columns_replica1;
-DROP TABLE IF EXISTS without_fixed_size_columns_replica2;
+DROP TABLE IF EXISTS without_fixed_size_columns_replica1 SYNC;
+DROP TABLE IF EXISTS without_fixed_size_columns_replica2 SYNC;
 CREATE TABLE without_fixed_size_columns_replica1(s String) ENGINE ReplicatedMergeTree('/clickhouse/tables/{database}/test/without_fixed_size_columns_00502', '1') PARTITION BY length(s) ORDER BY s;
 CREATE TABLE without_fixed_size_columns_replica2(s String) ENGINE ReplicatedMergeTree('/clickhouse/tables/{database}/test/without_fixed_size_columns_00502', '2') PARTITION BY length(s) ORDER BY s;
 
@@ -130,5 +131,5 @@ ALTER TABLE without_fixed_size_columns_replica1 DROP PARTITION 1;
 SELECT 'After DROP PARTITION:';
 SELECT * FROM without_fixed_size_columns_replica2 ORDER BY s;
 
-DROP TABLE without_fixed_size_columns_replica1;
-DROP TABLE without_fixed_size_columns_replica2;
+DROP TABLE without_fixed_size_columns_replica1 SYNC;
+DROP TABLE without_fixed_size_columns_replica2 SYNC;
diff --git a/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh b/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
index 7a6c7609660..a1e7d8727c7 100755
--- a/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
+++ b/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
@@ -9,8 +9,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=./mergetree_mutations.lib
 . "$CURDIR"/mergetree_mutations.lib
 
-${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_r1"
-${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_r2"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_r1 SYNC"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_r2 SYNC"
 
 ${CLICKHOUSE_CLIENT} --allow_deprecated_syntax_for_merge_tree=1 --query="CREATE TABLE mutations_r1(d Date, x UInt32, s String, m MATERIALIZED x + 2) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations', 'r1', d, intDiv(x, 10), 8192)"
 ${CLICKHOUSE_CLIENT} --allow_deprecated_syntax_for_merge_tree=1 --query="CREATE TABLE mutations_r2(d Date, x UInt32, s String, m MATERIALIZED x + 2) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations', 'r2', d, intDiv(x, 10), 8192)"
@@ -19,9 +19,9 @@ ${CLICKHOUSE_CLIENT} --allow_deprecated_syntax_for_merge_tree=1 --query="CREATE
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE x = 1 SETTINGS mutations_sync = 2"
 
 # Insert some data
-${CLICKHOUSE_CLIENT} --query="INSERT INTO mutations_r1(d, x, s) VALUES \
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query="INSERT INTO mutations_r1(d, x, s) VALUES \
     ('2000-01-01', 1, 'a')"
-${CLICKHOUSE_CLIENT} --query="INSERT INTO mutations_r1(d, x, s) VALUES \
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query="INSERT INTO mutations_r1(d, x, s) VALUES \
     ('2000-01-01', 2, 'b'), ('2000-01-01', 3, 'c'), ('2000-01-01', 4, 'd') \
     ('2000-02-01', 2, 'b'), ('2000-02-01', 3, 'c'), ('2000-02-01', 4, 'd')"
 
@@ -35,7 +35,7 @@ ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE s = 'd' SETT
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE m = 3 SETTINGS mutations_sync = 2"
 
 # Insert more data
-${CLICKHOUSE_CLIENT} --query="INSERT INTO mutations_r1(d, x, s) VALUES \
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query="INSERT INTO mutations_r1(d, x, s) VALUES \
     ('2000-01-01', 5, 'e'), ('2000-02-01', 5, 'e')"
 
 ${CLICKHOUSE_CLIENT} --query "SYSTEM SYNC REPLICA mutations_r2"
@@ -49,8 +49,8 @@ ${CLICKHOUSE_CLIENT} --query="SELECT mutation_id, command, block_numbers.partiti
 
 ${CLICKHOUSE_CLIENT} --query="SELECT '*** Test mutations cleaner ***'"
 
-${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_cleaner_r1"
-${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_cleaner_r2"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_cleaner_r1 SYNC"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_cleaner_r2 SYNC"
 
 # Create 2 replicas with finished_mutations_to_keep = 2
 ${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r1(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations_cleaner', 'r1') ORDER BY x SETTINGS \
@@ -63,7 +63,7 @@ ${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r2(x UInt32) ENGINE
     cleanup_delay_period_random_add = 0"
 
 # Insert some data
-${CLICKHOUSE_CLIENT} --query="INSERT INTO mutations_cleaner_r1(x) VALUES (1), (2), (3), (4), (5)"
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query="INSERT INTO mutations_cleaner_r1(x) VALUES (1), (2), (3), (4), (5)"
 
 # Add some mutations and wait for their execution
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_cleaner_r1 DELETE WHERE x = 1 SETTINGS mutations_sync = 2"
@@ -80,8 +80,8 @@ sleep 1.5
 # Check that the first mutation is cleaned
 ${CLICKHOUSE_CLIENT} --query="SELECT mutation_id, command, is_done FROM system.mutations WHERE database = '$CLICKHOUSE_DATABASE' and table = 'mutations_cleaner_r2' ORDER BY mutation_id"
 
-${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_r1"
-${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_r2"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_r1 SYNC"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_r2 SYNC"
 
-${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_cleaner_r1"
-${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_cleaner_r2"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_cleaner_r1 SYNC"
+${CLICKHOUSE_CLIENT} --query="DROP TABLE mutations_cleaner_r2 SYNC"
diff --git a/tests/queries/0_stateless/00661_optimize_final_replicated_without_partition_zookeeper.sql b/tests/queries/0_stateless/00661_optimize_final_replicated_without_partition_zookeeper.sql
index 4cdd75f520c..8f694345d93 100644
--- a/tests/queries/0_stateless/00661_optimize_final_replicated_without_partition_zookeeper.sql
+++ b/tests/queries/0_stateless/00661_optimize_final_replicated_without_partition_zookeeper.sql
@@ -2,8 +2,8 @@
 
 SET optimize_on_insert = 0;
 
-DROP TABLE IF EXISTS partitioned_by_tuple_replica1_00661;
-DROP TABLE IF EXISTS partitioned_by_tuple_replica2_00661;
+DROP TABLE IF EXISTS partitioned_by_tuple_replica1_00661 SYNC;
+DROP TABLE IF EXISTS partitioned_by_tuple_replica2_00661 SYNC;
 CREATE TABLE partitioned_by_tuple_replica1_00661(d Date, x UInt8, w String, y UInt8) ENGINE = ReplicatedSummingMergeTree('/clickhouse/tables/{database}/test/partitioned_by_tuple_00661', '1') PARTITION BY (d, x) ORDER BY (d, x, w);
 CREATE TABLE partitioned_by_tuple_replica2_00661(d Date, x UInt8, w String, y UInt8) ENGINE = ReplicatedSummingMergeTree('/clickhouse/tables/{database}/test/partitioned_by_tuple_00661', '2') PARTITION BY (d, x) ORDER BY (d, x, w);
 
@@ -21,5 +21,5 @@ OPTIMIZE TABLE partitioned_by_tuple_replica1_00661 FINAL;
 SYSTEM SYNC REPLICA partitioned_by_tuple_replica2_00661;
 SELECT * FROM partitioned_by_tuple_replica2_00661 ORDER BY d, x, w, y;
 
-DROP TABLE partitioned_by_tuple_replica1_00661;
-DROP TABLE partitioned_by_tuple_replica2_00661;
+DROP TABLE partitioned_by_tuple_replica1_00661 SYNC;
+DROP TABLE partitioned_by_tuple_replica2_00661 SYNC;
diff --git a/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh b/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh
index 4637b210194..3f384380f9b 100755
--- a/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh
+++ b/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh
@@ -9,8 +9,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 
 ${CLICKHOUSE_CLIENT} -n --query="
-    DROP TABLE IF EXISTS fetches_r1;
-    DROP TABLE IF EXISTS fetches_r2"
+    DROP TABLE IF EXISTS fetches_r1 SYNC;
+    DROP TABLE IF EXISTS fetches_r2 SYNC"
 
 ${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r1(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/fetches', 'r1') ORDER BY x"
 ${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r2(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/fetches', 'r2') ORDER BY x \
@@ -18,6 +18,7 @@ ${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r2(x UInt32) ENGINE Replicate
              prefer_fetch_merged_part_size_threshold=0"
 
 ${CLICKHOUSE_CLIENT} -n --query="
+    SET insert_keeper_fault_injection_probability=0;
     INSERT INTO fetches_r1 VALUES (1);
     INSERT INTO fetches_r1 VALUES (2);
     INSERT INTO fetches_r1 VALUES (3)"
@@ -51,5 +52,5 @@ ${CLICKHOUSE_CLIENT} --query="SELECT '*** Check data after fetch/clone of mutate
 ${CLICKHOUSE_CLIENT} --query="SELECT _part, * FROM fetches_r2 ORDER BY x"
 
 ${CLICKHOUSE_CLIENT} -n --query="
-    DROP TABLE fetches_r1;
-    DROP TABLE fetches_r2"
+    DROP TABLE fetches_r1 SYNC;
+    DROP TABLE fetches_r2 SYNC"
diff --git a/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sh b/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sh
index 6f609065c01..5fc3fa460e6 100755
--- a/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sh
+++ b/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sh
@@ -12,6 +12,7 @@ $CLICKHOUSE_CLIENT -nm -q "
 DROP TABLE IF EXISTS part_header_r1;
 DROP TABLE IF EXISTS part_header_r2;
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
 SET replication_alter_partitions_sync = 2;
 
 CREATE TABLE part_header_r1(x UInt32, y UInt32)
diff --git a/tests/queries/0_stateless/01037_zookeeper_check_table_empty_pk.sql b/tests/queries/0_stateless/01037_zookeeper_check_table_empty_pk.sql
index 703f8824055..b836f806170 100644
--- a/tests/queries/0_stateless/01037_zookeeper_check_table_empty_pk.sql
+++ b/tests/queries/0_stateless/01037_zookeeper_check_table_empty_pk.sql
@@ -1,9 +1,10 @@
 -- Tags: zookeeper
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
 SET check_query_single_value_result = 0;
 SET send_logs_level = 'fatal';
 
-DROP TABLE IF EXISTS mt_without_pk;
+DROP TABLE IF EXISTS mt_without_pk SYNC;
 
 CREATE TABLE mt_without_pk (SomeField1 Int64, SomeField2 Double) ENGINE = MergeTree() ORDER BY tuple();
 
@@ -11,9 +12,9 @@ INSERT INTO mt_without_pk VALUES (1, 2);
 
 CHECK TABLE mt_without_pk;
 
-DROP TABLE IF EXISTS mt_without_pk;
+DROP TABLE IF EXISTS mt_without_pk SYNC;
 
-DROP TABLE IF EXISTS replicated_mt_without_pk;
+DROP TABLE IF EXISTS replicated_mt_without_pk SYNC;
 
 CREATE TABLE replicated_mt_without_pk (SomeField1 Int64, SomeField2 Double) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test_01037/replicated_mt_without_pk', '1') ORDER BY tuple();
 
@@ -21,4 +22,4 @@ INSERT INTO replicated_mt_without_pk VALUES (1, 2);
 
 CHECK TABLE replicated_mt_without_pk;
 
-DROP TABLE IF EXISTS replicated_mt_without_pk;
+DROP TABLE IF EXISTS replicated_mt_without_pk SYNC;
diff --git a/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh b/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh
index a438cf7badc..68c511b80ac 100755
--- a/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh
+++ b/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh
@@ -52,7 +52,8 @@ ${CLICKHOUSE_CLIENT} --query="CREATE TABLE replicated_table_for_mutations(k UInt
 
 ${CLICKHOUSE_CLIENT} --query="SYSTEM STOP MERGES replicated_table_for_mutations"
 
-${CLICKHOUSE_CLIENT} --query="INSERT INTO replicated_table_for_mutations select number, number from numbers(100000)"
+# test relays on part ids, which are non-deterministic with keeper fault injections, so disable it
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query="INSERT INTO replicated_table_for_mutations select number, number from numbers(100000)"
 
 ${CLICKHOUSE_CLIENT} --query="SELECT sum(v1) FROM replicated_table_for_mutations"
 
diff --git a/tests/queries/0_stateless/01090_zookeeper_mutations_and_insert_quorum_long.sql b/tests/queries/0_stateless/01090_zookeeper_mutations_and_insert_quorum_long.sql
index 43ab053655a..e4acfed8a0c 100644
--- a/tests/queries/0_stateless/01090_zookeeper_mutations_and_insert_quorum_long.sql
+++ b/tests/queries/0_stateless/01090_zookeeper_mutations_and_insert_quorum_long.sql
@@ -1,8 +1,8 @@
 -- Tags: long, zookeeper, no-replicated-database
 -- Tag no-replicated-database: Fails due to additional replicas or shards
 
-DROP TABLE IF EXISTS mutations_and_quorum1;
-DROP TABLE IF EXISTS mutations_and_quorum2;
+DROP TABLE IF EXISTS mutations_and_quorum1 SYNC;
+DROP TABLE IF EXISTS mutations_and_quorum2 SYNC;
 
 CREATE TABLE mutations_and_quorum1 (`server_date` Date, `something` String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test_01090/mutations_and_quorum', '1') PARTITION BY toYYYYMM(server_date) ORDER BY (server_date, something);
 CREATE TABLE mutations_and_quorum2 (`server_date` Date, `something` String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test_01090/mutations_and_quorum', '2') PARTITION BY toYYYYMM(server_date) ORDER BY (server_date, something);
@@ -10,6 +10,9 @@ CREATE TABLE mutations_and_quorum2 (`server_date` Date, `something` String) ENGI
 -- Should not be larger then 600e6 (default timeout in clickhouse-test)
 SET insert_quorum=2, insert_quorum_parallel=0, insert_quorum_timeout=300e3;
 
+SET insert_keeper_max_retries=100;
+SET insert_keeper_retry_max_backoff_ms=10;
+
 INSERT INTO mutations_and_quorum1 VALUES ('2019-01-01', 'test1'), ('2019-02-01', 'test2'), ('2019-03-01', 'test3'), ('2019-04-01', 'test4'), ('2019-05-01', 'test1'), ('2019-06-01', 'test2'), ('2019-07-01', 'test3'), ('2019-08-01', 'test4'), ('2019-09-01', 'test1'), ('2019-10-01', 'test2'), ('2019-11-01', 'test3'), ('2019-12-01', 'test4');
 
 ALTER TABLE mutations_and_quorum1 DELETE WHERE something = 'test1' SETTINGS mutations_sync=2;
@@ -19,5 +22,5 @@ SELECT COUNT() FROM mutations_and_quorum2;
 
 SELECT COUNT() FROM system.mutations WHERE database = currentDatabase() AND table like 'mutations_and_quorum%' and is_done = 0;
 
-DROP TABLE IF EXISTS mutations_and_quorum1;
-DROP TABLE IF EXISTS mutations_and_quorum2;
+DROP TABLE IF EXISTS mutations_and_quorum1 SYNC;
+DROP TABLE IF EXISTS mutations_and_quorum2 SYNC;
diff --git a/tests/queries/0_stateless/01135_default_and_alter_zookeeper.sql b/tests/queries/0_stateless/01135_default_and_alter_zookeeper.sql
index c370726c72f..2096942630e 100644
--- a/tests/queries/0_stateless/01135_default_and_alter_zookeeper.sql
+++ b/tests/queries/0_stateless/01135_default_and_alter_zookeeper.sql
@@ -1,6 +1,6 @@
 -- Tags: zookeeper
 
-DROP TABLE IF EXISTS default_table;
+DROP TABLE IF EXISTS default_table SYNC;
 
 CREATE TABLE default_table
 (
@@ -26,4 +26,4 @@ ALTER TABLE default_table MODIFY COLUMN enum_column Enum8('undefined' = 0, 'fox'
 
 SHOW CREATE TABLE default_table;
 
-DROP TABLE IF EXISTS default_table;
+DROP TABLE IF EXISTS default_table SYNC;
diff --git a/tests/queries/0_stateless/01149_zookeeper_mutation_stuck_after_replace_partition.sql b/tests/queries/0_stateless/01149_zookeeper_mutation_stuck_after_replace_partition.sql
index 687c8051eed..bd11b24d568 100644
--- a/tests/queries/0_stateless/01149_zookeeper_mutation_stuck_after_replace_partition.sql
+++ b/tests/queries/0_stateless/01149_zookeeper_mutation_stuck_after_replace_partition.sql
@@ -1,5 +1,7 @@
 -- Tags: zookeeper
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
+
 set send_logs_level='error';
 drop table if exists mt;
 drop table if exists rmt sync;
diff --git a/tests/queries/0_stateless/01158_zookeeper_log_long.sql b/tests/queries/0_stateless/01158_zookeeper_log_long.sql
index 5f6ca762ae7..cabb0ffe294 100644
--- a/tests/queries/0_stateless/01158_zookeeper_log_long.sql
+++ b/tests/queries/0_stateless/01158_zookeeper_log_long.sql
@@ -1,13 +1,16 @@
 -- Tags: long, zookeeper, no-replicated-database, no-polymorphic-parts
 -- Tag no-replicated-database: Fails due to additional replicas or shards
 
-drop table if exists rmt;
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
+
+drop table if exists rmt sync;
 -- cleanup code will perform extra Exists
 -- (so the .reference will not match)
 create table rmt (n int) engine=ReplicatedMergeTree('/test/01158/{database}/rmt', '1') order by n settings cleanup_delay_period=86400, replicated_can_become_leader=0;
 system sync replica rmt;
 insert into rmt values (1);
 insert into rmt values (1);
+system sync replica rmt;
 system flush logs;
 
 select 'log';
@@ -30,7 +33,7 @@ from system.zookeeper_log
 where (session_id, xid) in (select session_id, xid from system.zookeeper_log where path like '/test/01158/' || currentDatabase() || '/rmt/blocks/%' and op_num not in (1, 12, 500))
 order by xid, type, request_idx;
 
-drop table rmt;
+drop table rmt sync;
 
 system flush logs;
 select 'duration_ms';
diff --git a/tests/queries/0_stateless/01201_drop_column_compact_part_replicated_zookeeper_long.sql b/tests/queries/0_stateless/01201_drop_column_compact_part_replicated_zookeeper_long.sql
index 875bd1f96de..78adbee612f 100644
--- a/tests/queries/0_stateless/01201_drop_column_compact_part_replicated_zookeeper_long.sql
+++ b/tests/queries/0_stateless/01201_drop_column_compact_part_replicated_zookeeper_long.sql
@@ -1,5 +1,9 @@
 -- Tags: long, replica
 
+-- in case of keeper fault injection on insert, set bigger number of retries because partitions
+set insert_keeper_max_retries=100;
+set insert_keeper_retry_max_backoff_ms=10;
+
 -- Testing basic functionality with compact parts
 set replication_alter_partitions_sync = 2;
 drop table if exists mt_compact;
diff --git a/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh b/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh
index 34fa822b6ea..f7615974237 100755
--- a/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh
+++ b/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh
@@ -5,7 +5,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS mutation_table"
+$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS mutation_table SYNC"
 
 $CLICKHOUSE_CLIENT --query "
     CREATE TABLE mutation_table(
@@ -17,9 +17,10 @@ $CLICKHOUSE_CLIENT --query "
     PARTITION BY key % 10
 "
 
-$CLICKHOUSE_CLIENT --query "INSERT INTO mutation_table select number, toString(number) from numbers(100000) where number % 10 != 0"
+# disable keeper fault injection during insert since test checks part names. Part names can differ in case of retries during insert
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 --query "INSERT INTO mutation_table select number, toString(number) from numbers(100000) where number % 10 != 0"
 
-$CLICKHOUSE_CLIENT --query "INSERT INTO mutation_table VALUES(0, 'hello')"
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 --query "INSERT INTO mutation_table VALUES(0, 'hello')"
 
 $CLICKHOUSE_CLIENT --query "SELECT COUNT() FROM mutation_table"
 
@@ -71,4 +72,4 @@ $CLICKHOUSE_CLIENT --query "SELECT is_done, parts_to_do FROM system.mutations wh
 
 $CLICKHOUSE_CLIENT --query "SELECT type, new_part_name FROM system.replication_queue WHERE table='mutation_table' and database='$CLICKHOUSE_DATABASE'"
 
-$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS mutation_table"
+$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS mutation_table SYNC"
diff --git a/tests/queries/0_stateless/01346_alter_enum_partition_key_replicated_zookeeper_long.sql b/tests/queries/0_stateless/01346_alter_enum_partition_key_replicated_zookeeper_long.sql
index 8bf5d4f2cf8..f20156fd9e3 100644
--- a/tests/queries/0_stateless/01346_alter_enum_partition_key_replicated_zookeeper_long.sql
+++ b/tests/queries/0_stateless/01346_alter_enum_partition_key_replicated_zookeeper_long.sql
@@ -1,7 +1,10 @@
 -- Tags: long, replica
 
-DROP TABLE IF EXISTS test;
-DROP TABLE IF EXISTS test2;
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
+SET replication_alter_partitions_sync=2;
+
+DROP TABLE IF EXISTS test SYNC;
+DROP TABLE IF EXISTS test2 SYNC;
 
 CREATE TABLE test (x Enum('hello' = 1, 'world' = 2), y String) ENGINE = ReplicatedMergeTree('/clickhouse/{database}/test_01346/table', 'r1') PARTITION BY x ORDER BY y;
 CREATE TABLE test2 (x Enum('hello' = 1, 'world' = 2), y String) ENGINE = ReplicatedMergeTree('/clickhouse/{database}/test_01346/table', 'r2') PARTITION BY x ORDER BY y;
@@ -17,7 +20,6 @@ ALTER TABLE test MODIFY COLUMN x Enum('hello' = 1, 'world' = 2, 'goodbye' = 3);
 INSERT INTO test VALUES ('goodbye', 'test');
 OPTIMIZE TABLE test FINAL;
 SELECT * FROM test ORDER BY x;
-SYSTEM SYNC REPLICA test2;
 SELECT * FROM test2 ORDER BY x;
 SELECT name, partition, partition_id FROM system.parts WHERE database = currentDatabase() AND table = 'test' AND active ORDER BY partition;
 SELECT name, partition, partition_id FROM system.parts WHERE database = currentDatabase() AND table = 'test2' AND active ORDER BY partition;
@@ -31,7 +33,6 @@ ALTER TABLE test MODIFY COLUMN x Int8;
 INSERT INTO test VALUES (111, 'abc');
 OPTIMIZE TABLE test FINAL;
 SELECT * FROM test ORDER BY x;
-SYSTEM SYNC REPLICA test2;
 SELECT * FROM test2 ORDER BY x;
 SELECT name, partition, partition_id FROM system.parts WHERE database = currentDatabase() AND table = 'test' AND active ORDER BY partition;
 SELECT name, partition, partition_id FROM system.parts WHERE database = currentDatabase() AND table = 'test2' AND active ORDER BY partition;
@@ -48,5 +49,5 @@ ALTER TABLE test RENAME COLUMN y TO z; -- { serverError 524 }
 ALTER TABLE test DROP COLUMN x; -- { serverError 47 }
 ALTER TABLE test DROP COLUMN y; -- { serverError 47 }
 
-DROP TABLE test;
-DROP TABLE test2;
+DROP TABLE test SYNC;
+DROP TABLE test2 SYNC;
diff --git a/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh b/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh
index 01678d1b500..4629450c1f9 100755
--- a/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh
+++ b/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh
@@ -12,9 +12,9 @@ FREEZE_OUT_STRUCTURE='backup_name String, backup_path String , part_backup_path
 
 # setup
 
-${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_replicated;"
+${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_replicated SYNC;"
 ${CLICKHOUSE_CLIENT} --query "CREATE TABLE table_for_freeze_replicated (key UInt64, value String) ENGINE = ReplicatedMergeTree('/test/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_for_freeze_replicated', '1') ORDER BY key PARTITION BY key % 10;"
-${CLICKHOUSE_CLIENT} --query "INSERT INTO table_for_freeze_replicated SELECT number, toString(number) from numbers(10);"
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query "INSERT INTO table_for_freeze_replicated SELECT number, toString(number) from numbers(10);"
 
 ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_replicated FREEZE WITH NAME 'test_01417' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
   | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $FREEZE_OUT_STRUCTURE" \
@@ -25,7 +25,7 @@ ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_replicated FREEZE PAR
       --query "SELECT command_type, partition_id, part_name, backup_name FROM table"
 
 ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_replicated DETACH PARTITION '3';"
-${CLICKHOUSE_CLIENT} --query "INSERT INTO table_for_freeze_replicated VALUES (3, '3');"
+${CLICKHOUSE_CLIENT} --insert_keeper_fault_injection_probability=0 --query "INSERT INTO table_for_freeze_replicated VALUES (3, '3');"
 
 ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_replicated ATTACH PARTITION '3' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
   | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $ATTACH_OUT_STRUCTURE" \
@@ -38,4 +38,4 @@ ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_replicated FREEZE PAR
       --query "SELECT command_type, partition_id, part_name, backup_name, old_part_name FROM table"
 
 # teardown
-${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_replicated;"
+${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_replicated SYNC;"
diff --git a/tests/queries/0_stateless/01451_replicated_detach_drop_and_quorum_long.sql b/tests/queries/0_stateless/01451_replicated_detach_drop_and_quorum_long.sql
index 0155b83db31..eea231c9f58 100644
--- a/tests/queries/0_stateless/01451_replicated_detach_drop_and_quorum_long.sql
+++ b/tests/queries/0_stateless/01451_replicated_detach_drop_and_quorum_long.sql
@@ -1,5 +1,6 @@
 -- Tags: long, replica, no-replicated-database
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
 SET replication_alter_partitions_sync = 2;
 
 
diff --git a/tests/queries/0_stateless/01451_replicated_detach_drop_part_long.sql b/tests/queries/0_stateless/01451_replicated_detach_drop_part_long.sql
index 9f9d1db78f1..bf7a471fa40 100644
--- a/tests/queries/0_stateless/01451_replicated_detach_drop_part_long.sql
+++ b/tests/queries/0_stateless/01451_replicated_detach_drop_part_long.sql
@@ -1,10 +1,11 @@
 -- Tags: long, replica, no-replicated-database
 -- Tag no-replicated-database: Fails due to additional replicas or shards
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
 SET replication_alter_partitions_sync = 2;
 
-DROP TABLE IF EXISTS replica1;
-DROP TABLE IF EXISTS replica2;
+DROP TABLE IF EXISTS replica1 SYNC;
+DROP TABLE IF EXISTS replica2 SYNC;
 
 CREATE TABLE replica1 (v UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/'||currentDatabase()||'test/01451/attach', 'r1') order by tuple() settings max_replicated_merges_in_queue = 0;
 CREATE TABLE replica2 (v UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/'||currentDatabase()||'test/01451/attach', 'r2') order by tuple() settings max_replicated_merges_in_queue = 0;
@@ -48,5 +49,5 @@ SELECT v FROM replica1 ORDER BY v;
 
 SELECT name FROM system.parts WHERE table = 'replica2' AND active AND database = currentDatabase();
 
-DROP TABLE replica1;
-DROP TABLE replica2;
+DROP TABLE replica1 SYNC;
+DROP TABLE replica2 SYNC;
diff --git a/tests/queries/0_stateless/01459_manual_write_to_replicas.sh b/tests/queries/0_stateless/01459_manual_write_to_replicas.sh
index 13c772e75d2..c05d813ca7f 100755
--- a/tests/queries/0_stateless/01459_manual_write_to_replicas.sh
+++ b/tests/queries/0_stateless/01459_manual_write_to_replicas.sh
@@ -11,7 +11,7 @@ NUM_REPLICAS=10
 
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
-        DROP TABLE IF EXISTS r$i;
+        DROP TABLE IF EXISTS r$i SYNC;
         CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/r', 'r$i') ORDER BY x;
     "
 done
@@ -20,7 +20,11 @@ function thread {
     for x in {0..99}; do
         # sometimes we can try to commit obsolete part if fetches will be quite fast,
         # so supress warning messages like "Tried to commit obsolete part ... covered by ..."
-        $CLICKHOUSE_CLIENT --query "INSERT INTO r$1 SELECT $x % $NUM_REPLICAS = $1 ? $x - 1 : $x" 2>/dev/null  # Replace some records as duplicates so they will be written by other replicas
+        # (2) keeper fault injection for inserts because
+        #     it can be a cause of deduplicated parts be visible to SELECTs for sometime (until cleanup thread remove them),
+        #     so the same SELECT on different replicas can return different results, i.e. test output will be non-deterministic
+        #     (see #9712)
+        $CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 --query "INSERT INTO r$1 SELECT $x % $NUM_REPLICAS = $1 ? $x - 1 : $x" 2>/dev/null  # Replace some records as duplicates so they will be written by other replicas
     done
 }
 
@@ -37,5 +41,5 @@ for i in $(seq 1 $NUM_REPLICAS); do
 done
 
 for i in $(seq 1 $NUM_REPLICAS); do
-    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS r$i;"
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS r$i SYNC;"
 done
diff --git a/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh b/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh
index 6eabc9ae1b5..209e18e3329 100755
--- a/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh
+++ b/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh
@@ -12,7 +12,7 @@ NUM_REPLICAS=10
 
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
-        DROP TABLE IF EXISTS r$i;
+        DROP TABLE IF EXISTS r$i SYNC;
         CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/r', 'r$i') ORDER BY x;
     "
 done
@@ -22,7 +22,7 @@ valid_exceptions_to_retry='Quorum for previous write has not been satisfied yet|
 function thread {
     for x in {0..99}; do
         while true; do
-            $CLICKHOUSE_CLIENT --insert_quorum 5 --insert_quorum_parallel 0 --query "INSERT INTO r$1 SELECT $x" 2>&1 | grep -qE "$valid_exceptions_to_retry" || break
+            $CLICKHOUSE_CLIENT --insert_quorum 5 --insert_quorum_parallel 0 --insert_keeper_fault_injection_probability=0 --query "INSERT INTO r$1 SELECT $x" 2>&1 | grep -qE "$valid_exceptions_to_retry" || break
         done
     done
 }
@@ -40,5 +40,5 @@ for i in $(seq 1 $NUM_REPLICAS); do
 done
 
 for i in $(seq 1 $NUM_REPLICAS); do
-    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS r$i;"
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS r$i SYNC;"
 done
diff --git a/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh b/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh
index 030ae017e71..a2ecef64bbb 100755
--- a/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh
+++ b/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh
@@ -12,7 +12,7 @@ NUM_REPLICAS=6
 
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
-        DROP TABLE IF EXISTS r$i;
+        DROP TABLE IF EXISTS r$i SYNC;
         CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/parallel_quorum_many', 'r$i') ORDER BY x;
     "
 done
@@ -20,7 +20,7 @@ done
 function thread {
     i=0 retries=300
     while [[ $i -lt $retries ]]; do # server can be dead
-        $CLICKHOUSE_CLIENT --insert_quorum 3 --insert_quorum_parallel 1 --query "INSERT INTO r$1 SELECT $2" && break
+        $CLICKHOUSE_CLIENT --insert_quorum 3 --insert_quorum_parallel 1 --insert_keeper_max_retries=100 --insert_keeper_retry_max_backoff_ms=10 --query "INSERT INTO r$1 SELECT $2" && break
         ((++i))
         sleep 0.1
     done
diff --git a/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh b/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh
index 9325cac0ae6..445706e35bf 100755
--- a/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh
+++ b/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh
@@ -9,8 +9,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q1"
-$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q2"
+$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q1 SYNC"
+$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q2 SYNC"
 
 
 $CLICKHOUSE_CLIENT -q "CREATE TABLE parallel_q1 (x UInt64) ENGINE=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/parallel_q', 'r1') ORDER BY tuple() SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0"
@@ -19,9 +19,10 @@ $CLICKHOUSE_CLIENT -q "CREATE TABLE parallel_q2 (x UInt64) ENGINE=ReplicatedMerg
 
 $CLICKHOUSE_CLIENT -q "SYSTEM STOP REPLICATION QUEUES parallel_q2"
 
-$CLICKHOUSE_CLIENT -q "INSERT INTO parallel_q1 VALUES (1)"
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0  -q "INSERT INTO parallel_q1 VALUES (1)"
 
-$CLICKHOUSE_CLIENT --insert_quorum 2 --insert_quorum_parallel 1 --query="INSERT INTO parallel_q1 VALUES (2)" &
+# disable keeper fault injection during insert since test checks part names. Part names can differ in case of retries during insert
+$CLICKHOUSE_CLIENT --insert_quorum 2 --insert_quorum_parallel 1 --insert_keeper_fault_injection_probability=0 --query="INSERT INTO parallel_q1 VALUES (2)" &
 
 part_count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT() FROM system.parts WHERE table='parallel_q1' and database='${CLICKHOUSE_DATABASE}'")
 
@@ -66,5 +67,5 @@ $CLICKHOUSE_CLIENT --query="SELECT event_type FROM system.part_log WHERE table='
 $CLICKHOUSE_CLIENT --query="SELECT COUNT() FROM parallel_q2"
 $CLICKHOUSE_CLIENT --query="SELECT COUNT() FROM parallel_q1"
 
-$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q1"
-$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q2"
+$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q1 SYNC"
+$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q2 SYNC"
diff --git a/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas_long.sql b/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas_long.sql
index 2f0c59ab64b..86bef193f4d 100644
--- a/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas_long.sql
+++ b/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas_long.sql
@@ -16,6 +16,9 @@ CREATE TABLE r2 (
 ENGINE = ReplicatedMergeTree('/clickhouse/{database}/01509_parallel_quorum_insert_no_replicas', '2')
 ORDER BY tuple();
 
+SET insert_keeper_max_retries=100;
+SET insert_keeper_retry_max_backoff_ms=10;
+
 SET insert_quorum_parallel=1;
 
 SET insert_quorum=3;
@@ -79,11 +82,11 @@ SYSTEM STOP FETCHES r2;
 
 SET insert_quorum_timeout=0;
 
-INSERT INTO r1 VALUES (4, '4'); -- { serverError 319 }
+INSERT INTO r1 SETTINGS insert_keeper_fault_injection_probability=0 VALUES (4, '4'); -- { serverError 319 }
 
 -- retry should fail despite the insert_deduplicate enabled
-INSERT INTO r1 VALUES (4, '4'); -- { serverError 319 }
-INSERT INTO r1 VALUES (4, '4'); -- { serverError 319 }
+INSERT INTO r1 SETTINGS insert_keeper_fault_injection_probability=0 VALUES (4, '4'); -- { serverError 319 }
+INSERT INTO r1 SETTINGS insert_keeper_fault_injection_probability=0 VALUES (4, '4'); -- { serverError 319 }
 SELECT * FROM r2 WHERE key=4;
 
 SYSTEM START FETCHES r2;
@@ -99,5 +102,5 @@ SELECT 'insert happened';
 SELECT COUNT() FROM r1;
 SELECT COUNT() FROM r2;
 
-DROP TABLE IF EXISTS r1;
-DROP TABLE IF EXISTS r2;
+DROP TABLE IF EXISTS r1 SYNC;
+DROP TABLE IF EXISTS r2 SYNC;
diff --git a/tests/queries/0_stateless/01532_execute_merges_on_single_replica_long.sql b/tests/queries/0_stateless/01532_execute_merges_on_single_replica_long.sql
index cf06af0113d..f217b6094b2 100644
--- a/tests/queries/0_stateless/01532_execute_merges_on_single_replica_long.sql
+++ b/tests/queries/0_stateless/01532_execute_merges_on_single_replica_long.sql
@@ -2,6 +2,8 @@
 -- Tag no-replicated-database: Fails due to additional replicas or shards
 -- Tag no-parallel: static zk path
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
+
 DROP TABLE IF EXISTS execute_on_single_replica_r1 NO DELAY;
 DROP TABLE IF EXISTS execute_on_single_replica_r2 NO DELAY;
 
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
index af2a46cd77f..b55b4871363 100644
--- 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
@@ -1,6 +1,6 @@
 -- Tags: zookeeper
 
-DROP TABLE IF EXISTS merge_tree_pk;
+DROP TABLE IF EXISTS merge_tree_pk SYNC;
 
 CREATE TABLE merge_tree_pk
 (
@@ -24,9 +24,9 @@ ATTACH TABLE merge_tree_pk;
 
 SELECT * FROM merge_tree_pk FINAL ORDER BY key, value;
 
-DROP TABLE IF EXISTS merge_tree_pk;
+DROP TABLE IF EXISTS merge_tree_pk SYNC;
 
-DROP TABLE IF EXISTS merge_tree_pk_sql;
+DROP TABLE IF EXISTS merge_tree_pk_sql SYNC;
 
 CREATE TABLE merge_tree_pk_sql
 (
@@ -60,9 +60,9 @@ SELECT * FROM merge_tree_pk_sql FINAL ORDER BY key, value;
 
 SHOW CREATE TABLE merge_tree_pk_sql;
 
-DROP TABLE IF EXISTS merge_tree_pk_sql;
+DROP TABLE IF EXISTS merge_tree_pk_sql SYNC;
 
-DROP TABLE IF EXISTS replicated_merge_tree_pk_sql;
+DROP TABLE IF EXISTS replicated_merge_tree_pk_sql SYNC;
 
 CREATE TABLE replicated_merge_tree_pk_sql
 (
@@ -99,4 +99,4 @@ ATTACH TABLE replicated_merge_tree_pk_sql;
 
 SHOW CREATE TABLE replicated_merge_tree_pk_sql;
 
-DROP TABLE IF EXISTS replicated_merge_tree_pk_sql;
+DROP TABLE IF EXISTS replicated_merge_tree_pk_sql SYNC;
diff --git a/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql b/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql
index e52e0c94c3c..a5f301b1353 100644
--- a/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql
+++ b/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql
@@ -1,6 +1,6 @@
 -- Tags: replica
 
-DROP TABLE IF EXISTS replicated_mutations_empty_partitions;
+DROP TABLE IF EXISTS replicated_mutations_empty_partitions SYNC;
 
 CREATE TABLE replicated_mutations_empty_partitions
 (
@@ -11,7 +11,8 @@ ENGINE = ReplicatedMergeTree('/clickhouse/test/'||currentDatabase()||'/01586_rep
 ORDER BY key
 PARTITION by key;
 
-INSERT INTO replicated_mutations_empty_partitions SELECT number, toString(number) FROM numbers(10);
+-- insert_keeper* settings are adjusted since several actual inserts are happening behind one statement due to partitioning i.e. inserts in different partitions
+INSERT INTO replicated_mutations_empty_partitions SETTINGS insert_keeper_max_retries=100, insert_keeper_retry_max_backoff_ms=10 SELECT number, toString(number) FROM numbers(10);
 
 SELECT count(distinct value) FROM replicated_mutations_empty_partitions;
 
@@ -31,4 +32,4 @@ SELECT sum(value) FROM replicated_mutations_empty_partitions;
 
 SHOW CREATE TABLE replicated_mutations_empty_partitions;
 
-DROP TABLE IF EXISTS replicated_mutations_empty_partitions;
+DROP TABLE IF EXISTS replicated_mutations_empty_partitions SYNC;
diff --git a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh
index acaa2cfcd25..d68f9bc1837 100755
--- a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh
+++ b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh
@@ -5,11 +5,11 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS concurrent_mutate_kill"
+$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS concurrent_mutate_kill SYNC"
 
 $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_mutate_kill (key UInt64, value String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_mutate_kill', '1') ORDER BY key PARTITION BY key % 100 SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
 
-$CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_mutate_kill SELECT number, toString(number) FROM numbers(1000000)"
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 --query "INSERT INTO concurrent_mutate_kill SELECT number, toString(number) FROM numbers(1000000)"
 
 function alter_thread
 {
@@ -67,4 +67,4 @@ done
 $CLICKHOUSE_CLIENT --query "SHOW CREATE TABLE concurrent_mutate_kill"
 $CLICKHOUSE_CLIENT --query "OPTIMIZE TABLE concurrent_mutate_kill FINAL"
 $CLICKHOUSE_CLIENT --query "SELECT sum(value) FROM concurrent_mutate_kill"
-$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS concurrent_mutate_kill"
+$CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS concurrent_mutate_kill SYNC"
diff --git a/tests/queries/0_stateless/01650_drop_part_and_deduplication_zookeeper_long.sql b/tests/queries/0_stateless/01650_drop_part_and_deduplication_zookeeper_long.sql
index c77f29d89c2..e2926d9a8ac 100644
--- a/tests/queries/0_stateless/01650_drop_part_and_deduplication_zookeeper_long.sql
+++ b/tests/queries/0_stateless/01650_drop_part_and_deduplication_zookeeper_long.sql
@@ -1,7 +1,8 @@
 -- Tags: long, zookeeper, no-replicated-database
 -- Tag no-replicated-database: Fails due to additional replicas or shards
 
-DROP TABLE IF EXISTS partitioned_table;
+SET insert_keeper_fault_injection_probability=0;
+DROP TABLE IF EXISTS partitioned_table SYNC;
 
 CREATE TABLE partitioned_table (
     key UInt64,
@@ -47,4 +48,4 @@ SELECT partition_id, name FROM system.parts WHERE table = 'partitioned_table' AN
 
 SELECT substring(name, 1, 2), value FROM system.zookeeper WHERE path='/clickhouse/' || currentDatabase() || '/01650_drop_part_and_deduplication_partitioned_table/blocks/' ORDER BY value;
 
-DROP TABLE IF EXISTS partitioned_table;
+DROP TABLE IF EXISTS partitioned_table SYNC;
diff --git a/tests/queries/0_stateless/01715_background_checker_blather_zookeeper_long.sql b/tests/queries/0_stateless/01715_background_checker_blather_zookeeper_long.sql
index dad5cdbf1f3..87e1a039488 100644
--- a/tests/queries/0_stateless/01715_background_checker_blather_zookeeper_long.sql
+++ b/tests/queries/0_stateless/01715_background_checker_blather_zookeeper_long.sql
@@ -1,7 +1,7 @@
 -- Tags: long, zookeeper
 
-DROP TABLE IF EXISTS i20203_1;
-DROP TABLE IF EXISTS i20203_2;
+DROP TABLE IF EXISTS i20203_1 SYNC;
+DROP TABLE IF EXISTS i20203_2 SYNC;
 
 CREATE TABLE i20203_1 (a Int8)
 ENGINE = ReplicatedMergeTree('/clickhouse/{database}/01715_background_checker_i20203', 'r1')
@@ -26,5 +26,5 @@ WHERE table = 'i20203_2' AND database = currentDatabase();
 
 ATTACH TABLE i20203_1;
 
-DROP TABLE IF EXISTS i20203_1;
-DROP TABLE IF EXISTS i20203_2;
+DROP TABLE i20203_1 SYNC;
+DROP TABLE i20203_2 SYNC;
diff --git a/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh b/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh
index 85662438f33..4e4255fe9c2 100755
--- a/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh
+++ b/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh
@@ -51,6 +51,9 @@ $CLICKHOUSE_CLIENT -nm -q """
     partition by key%100
     settings max_part_removal_threads=10, concurrent_part_removal_threshold=99, min_bytes_for_wide_part=0;
 
+    SET insert_keeper_max_retries=1000;
+    SET insert_keeper_retry_max_backoff_ms=10;
+
     insert into rep_data_01810 select * from numbers(100);
     drop table rep_data_01810 settings log_queries=1;
     system flush logs;
diff --git a/tests/queries/0_stateless/01825_type_json_3.sql.j2 b/tests/queries/0_stateless/01825_type_json_3.sql.j2
index 62d86c3efd4..0fbf7a936d8 100644
--- a/tests/queries/0_stateless/01825_type_json_3.sql.j2
+++ b/tests/queries/0_stateless/01825_type_json_3.sql.j2
@@ -2,6 +2,8 @@
 
 {% for engine in ["ReplicatedMergeTree('/clickhouse/tables/{database}/test_01825_3/t_json_3', 'r1') ORDER BY tuple()", "Memory"] -%}
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
+
 SET allow_experimental_object_type = 1;
 
 DROP TABLE IF EXISTS t_json_3;
diff --git a/tests/queries/0_stateless/01870_modulo_partition_key.sql b/tests/queries/0_stateless/01870_modulo_partition_key.sql
index 1de23c13a65..46cd09622b1 100644
--- a/tests/queries/0_stateless/01870_modulo_partition_key.sql
+++ b/tests/queries/0_stateless/01870_modulo_partition_key.sql
@@ -1,3 +1,6 @@
+SET insert_keeper_max_retries=100;
+SET insert_keeper_retry_max_backoff_ms=10;
+
 SELECT 'simple partition key:';
 DROP TABLE IF EXISTS table1 SYNC;
 CREATE TABLE table1 (id Int64, v UInt64)
@@ -15,7 +18,7 @@ select 'where id % 200 < 0:';
 select id from table1 where id % 200 < 0 order by id;
 
 SELECT 'tuple as partition key:';
-DROP TABLE IF EXISTS table2;
+DROP TABLE IF EXISTS table2 SYNC;
 CREATE TABLE table2 (id Int64, v UInt64)
 ENGINE = MergeTree()
 PARTITION BY (toInt32(id / 2) % 3, id % 200) ORDER BY id;
@@ -24,7 +27,7 @@ INSERT INTO table2 SELECT number-205, number FROM numbers(400, 10);
 SELECT partition as p FROM system.parts WHERE table='table2' and database=currentDatabase() ORDER BY p;
 
 SELECT 'recursive modulo partition key:';
-DROP TABLE IF EXISTS table3;
+DROP TABLE IF EXISTS table3 SYNC;
 CREATE TABLE table3 (id Int64, v UInt64)
 ENGINE = MergeTree()
 PARTITION BY (id % 200, (id % 200) % 10, toInt32(round((id % 200) / 2, 0))) ORDER BY id;
@@ -38,7 +41,7 @@ SELECT 'After detach:';
 SELECT partition as p FROM system.parts WHERE table='table3' and database=currentDatabase() ORDER BY p;
 
 SELECT 'Indexes:';
-DROP TABLE IF EXISTS table4;
+DROP TABLE IF EXISTS table4 SYNC;
 CREATE TABLE table4 (id Int64, v UInt64, s String,
 INDEX a (id * 2, s) TYPE minmax GRANULARITY 3
 ) ENGINE = MergeTree() PARTITION BY id % 10 ORDER BY v;
diff --git a/tests/queries/0_stateless/02228_merge_tree_insert_memory_usage.sql b/tests/queries/0_stateless/02228_merge_tree_insert_memory_usage.sql
index 635da491aa0..8924627a717 100644
--- a/tests/queries/0_stateless/02228_merge_tree_insert_memory_usage.sql
+++ b/tests/queries/0_stateless/02228_merge_tree_insert_memory_usage.sql
@@ -1,4 +1,5 @@
 -- Tags: long, no-parallel
+SET insert_keeper_fault_injection_probability=0; -- to succeed this test can require too many retries due to 1024 partitions, so disable fault injections
 
 -- regression for MEMORY_LIMIT_EXCEEDED error because of deferred final part flush
 
@@ -8,8 +9,8 @@ insert into data_02228 select number, 1, number from numbers_mt(100e3) settings
 insert into data_02228 select number, 1, number from numbers_mt(100e3) settings max_memory_usage='300Mi', max_partitions_per_insert_block=1024, max_insert_delayed_streams_for_parallel_write=10000000; -- { serverError MEMORY_LIMIT_EXCEEDED }
 drop table data_02228;
 
-drop table if exists data_rep_02228;
+drop table if exists data_rep_02228 SYNC;
 create table data_rep_02228 (key1 UInt32, sign Int8, s UInt64) engine = ReplicatedCollapsingMergeTree('/clickhouse/{database}', 'r1', sign) order by (key1) partition by key1 % 1024;
 insert into data_rep_02228 select number, 1, number from numbers_mt(100e3) settings max_memory_usage='300Mi', max_partitions_per_insert_block=1024, max_insert_delayed_streams_for_parallel_write=0;
 insert into data_rep_02228 select number, 1, number from numbers_mt(100e3) settings max_memory_usage='300Mi', max_partitions_per_insert_block=1024, max_insert_delayed_streams_for_parallel_write=10000000; -- { serverError MEMORY_LIMIT_EXCEEDED }
-drop table data_rep_02228;
+drop table data_rep_02228 SYNC;
diff --git a/tests/queries/0_stateless/02340_parts_refcnt_mergetree.sh b/tests/queries/0_stateless/02340_parts_refcnt_mergetree.sh
index e8111bf7a03..9ea924377b2 100755
--- a/tests/queries/0_stateless/02340_parts_refcnt_mergetree.sh
+++ b/tests/queries/0_stateless/02340_parts_refcnt_mergetree.sh
@@ -10,7 +10,7 @@ function check_refcnt_for_table()
     local table=$1 && shift
 
     $CLICKHOUSE_CLIENT -q "system stop merges $table"
-    $CLICKHOUSE_CLIENT -q "insert into $table select number, number%4 from numbers(200)"
+    $CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 -q "insert into $table select number, number%4 from numbers(200)"
 
     local query_id
     query_id="$table-$(random_str 10)"
@@ -52,7 +52,7 @@ $CLICKHOUSE_CLIENT -nmq "
 check_refcnt_for_table data_02340
 
 $CLICKHOUSE_CLIENT -nmq "
-    drop table if exists data_02340_rep;
+    drop table if exists data_02340_rep sync;
     create table data_02340_rep (key Int, part Int) engine=ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX', '1') partition by part order by key settings index_granularity=1;
 " || exit 1
 check_refcnt_for_table data_02340_rep
diff --git a/tests/queries/0_stateless/02369_lost_part_intersecting_merges.sh b/tests/queries/0_stateless/02369_lost_part_intersecting_merges.sh
index 11caf1e45de..88ff1f5b7c6 100755
--- a/tests/queries/0_stateless/02369_lost_part_intersecting_merges.sh
+++ b/tests/queries/0_stateless/02369_lost_part_intersecting_merges.sh
@@ -1,18 +1,18 @@
 #!/usr/bin/env bash
-# Tags: zookeeper
+# Tags: long, zookeeper
 
 CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_CLIENT -q "drop table if exists rmt1;"
-$CLICKHOUSE_CLIENT -q "drop table if exists rmt2;"
+$CLICKHOUSE_CLIENT -q "drop table if exists rmt1 sync;"
+$CLICKHOUSE_CLIENT -q "drop table if exists rmt2 sync;"
 
 $CLICKHOUSE_CLIENT -q "create table rmt1 (n int) engine=ReplicatedMergeTree('/test/02369/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/{database}', '1') order by n;"
 $CLICKHOUSE_CLIENT -q "create table rmt2 (n int) engine=ReplicatedMergeTree('/test/02369/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/{database}', '2') order by n;"
 
-$CLICKHOUSE_CLIENT -q "insert into rmt1 values (1);"
-$CLICKHOUSE_CLIENT -q "insert into rmt1 values (2);"
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 -q "insert into rmt1 values (1);"
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 -q "insert into rmt1 values (2);"
 
 $CLICKHOUSE_CLIENT -q "system sync replica rmt1;"
 $CLICKHOUSE_CLIENT -q "system sync replica rmt2;"
@@ -32,7 +32,7 @@ $CLICKHOUSE_CLIENT -q "select * from rmt1;" 2>/dev/null
 $CLICKHOUSE_CLIENT -q "detach table rmt1;"
 $CLICKHOUSE_CLIENT -q "attach table rmt1;"
 
-$CLICKHOUSE_CLIENT -q "insert into rmt1 values (3);"
+$CLICKHOUSE_CLIENT --insert_keeper_fault_injection_probability=0 -q "insert into rmt1 values (3);"
 $CLICKHOUSE_CLIENT -q "system start merges rmt2;"
 $CLICKHOUSE_CLIENT -q "system sync replica rmt1;"
 $CLICKHOUSE_CLIENT -q "optimize table rmt1 final;"
@@ -42,5 +42,5 @@ $CLICKHOUSE_CLIENT -q "system sync replica rmt2;"
 $CLICKHOUSE_CLIENT -q "select 3, *, _part from rmt1 order by n;"
 $CLICKHOUSE_CLIENT -q "select 4, *, _part from rmt2 order by n;"
 
-$CLICKHOUSE_CLIENT -q "drop table rmt1;"
-$CLICKHOUSE_CLIENT -q "drop table rmt2;"
+$CLICKHOUSE_CLIENT -q "drop table rmt1 sync;"
+$CLICKHOUSE_CLIENT -q "drop table rmt2 sync;"
diff --git a/tests/queries/0_stateless/02448_clone_replica_lost_part.sql b/tests/queries/0_stateless/02448_clone_replica_lost_part.sql
index 371f7389837..0db816332a1 100644
--- a/tests/queries/0_stateless/02448_clone_replica_lost_part.sql
+++ b/tests/queries/0_stateless/02448_clone_replica_lost_part.sql
@@ -1,5 +1,7 @@
 -- Tags: long
 
+SET insert_keeper_fault_injection_probability=0; -- disable fault injection; part ids are non-deterministic in case of insert retries
+
 drop table if exists rmt1;
 drop table if exists rmt2;
 create table rmt1 (n int) engine=ReplicatedMergeTree('/test/02448/{database}/rmt', '1') order by tuple()
diff --git a/tests/queries/0_stateless/02456_keeper_retries_during_insert.reference b/tests/queries/0_stateless/02456_keeper_retries_during_insert.reference
new file mode 100644
index 00000000000..f5f1cf8ac64
--- /dev/null
+++ b/tests/queries/0_stateless/02456_keeper_retries_during_insert.reference
@@ -0,0 +1,2 @@
+1
+11
diff --git a/tests/queries/0_stateless/02456_keeper_retries_during_insert.sql b/tests/queries/0_stateless/02456_keeper_retries_during_insert.sql
new file mode 100644
index 00000000000..774370bc132
--- /dev/null
+++ b/tests/queries/0_stateless/02456_keeper_retries_during_insert.sql
@@ -0,0 +1,26 @@
+-- Tags: replica
+
+DROP TABLE IF EXISTS keeper_retries_r1 SYNC;
+DROP TABLE IF EXISTS keeper_retries_r2 SYNC;
+
+CREATE TABLE keeper_retries_r1(a UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/02456_keeper_retries_during_insert', 'r1') ORDER BY tuple ();
+CREATE TABLE keeper_retries_r2(a UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{database}/test/02456_keeper_retries_during_insert', 'r2') ORDER BY tuple();
+
+INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_probability=0 VALUES (1);
+INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_probability=1, insert_keeper_max_retries=0 VALUES (2); -- { serverError KEEPER_EXCEPTION }
+INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_probability=1, insert_keeper_retry_max_backoff_ms=10 VALUES (3); -- { serverError KEEPER_EXCEPTION }
+
+SET insert_quorum=2;
+INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_probability=0 VALUES (11);
+INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_probability=1, insert_keeper_max_retries=0 VALUES (12); -- { serverError KEEPER_EXCEPTION }
+INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_probability=1, insert_keeper_retry_max_backoff_ms=1 VALUES (13); -- { serverError KEEPER_EXCEPTION }
+
+-- INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_mode=1, insert_keeper_fault_injection_probability=0.05, insert_keeper_fault_injection_seed=1 VALUES (21);
+-- INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_mode=1, insert_keeper_fault_injection_probability=0.2, insert_keeper_max_retries=100, insert_keeper_retry_max_backoff_ms=1, insert_keeper_fault_injection_seed=2 VALUES (22);
+-- INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_mode=1, insert_keeper_fault_injection_probability=0.3, insert_keeper_max_retries=100, insert_keeper_retry_max_backoff_ms=1, insert_keeper_fault_injection_seed=3 VALUES (23);
+-- INSERT INTO keeper_retries_r1 SETTINGS insert_keeper_fault_injection_mode=1, insert_keeper_fault_injection_probability=0.4, insert_keeper_max_retries=100, insert_keeper_retry_max_backoff_ms=1, insert_keeper_fault_injection_seed=4 VALUES (24);
+
+SELECT * FROM keeper_retries_r1 order by a;
+
+DROP TABLE keeper_retries_r1 SYNC;
+DROP TABLE keeper_retries_r2 SYNC;

From c00f71327a3eb7f90a58b42adaaa980a6b731f73 Mon Sep 17 00:00:00 2001
From: Igor Nikonov <igor@clickhouse.com>
Date: Thu, 10 Nov 2022 12:29:24 +0000
Subject: [PATCH 086/211] Fix: backward-compatility check

- remove unused config for now
---
 tests/config/users.d/insert_keeper_retries.xml | 8 --------
 1 file changed, 8 deletions(-)
 delete mode 100644 tests/config/users.d/insert_keeper_retries.xml

diff --git a/tests/config/users.d/insert_keeper_retries.xml b/tests/config/users.d/insert_keeper_retries.xml
deleted file mode 100644
index f7b652bf2ef..00000000000
--- a/tests/config/users.d/insert_keeper_retries.xml
+++ /dev/null
@@ -1,8 +0,0 @@
-<clickhouse>
-    <profiles>
-        <default>
-            <insert_keeper_max_retries>0</insert_keeper_max_retries>
-            <insert_keeper_fault_injection_probability>0.0</insert_keeper_fault_injection_probability>
-        </default>
-    </profiles>
-</clickhouse>

From fc7311aab7070153a27bdbc6bd10a13c979809c5 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Thu, 10 Nov 2022 15:09:55 +0000
Subject: [PATCH 087/211] fix

---
 src/TableFunctions/registerTableFunctions.cpp | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/TableFunctions/registerTableFunctions.cpp b/src/TableFunctions/registerTableFunctions.cpp
index 9328c12c122..e27ec0a74ec 100644
--- a/src/TableFunctions/registerTableFunctions.cpp
+++ b/src/TableFunctions/registerTableFunctions.cpp
@@ -27,6 +27,8 @@ void registerTableFunctions()
     registerTableFunctionS3(factory);
     registerTableFunctionS3Cluster(factory);
     registerTableFunctionCOS(factory);
+    registerTableFunctionHudi(factory);
+    registerTableFunctionDelta(factory);
 #endif
 
 #if USE_HDFS

From 49e53e48f91c5a1f49ec2c6d5cf15e14bf1d75f8 Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Thu, 10 Nov 2022 15:32:06 +0000
Subject: [PATCH 088/211] initial analysis

---
 .../example-datasets/github.md                | 2247 +++++++++++++++++
 .../images/superset-commits-authors.png       |  Bin 0 -> 252198 bytes
 .../superset-github-lines-added-deleted.png   |  Bin 0 -> 70603 bytes
 3 files changed, 2247 insertions(+)
 create mode 100644 docs/en/getting-started/example-datasets/github.md
 create mode 100644 docs/en/getting-started/example-datasets/images/superset-commits-authors.png
 create mode 100644 docs/en/getting-started/example-datasets/images/superset-github-lines-added-deleted.png

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
new file mode 100644
index 00000000000..6a5c9eab2f5
--- /dev/null
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -0,0 +1,2247 @@
+---
+slug: /en/getting-started/example-datasets/github
+sidebar_label: Github Repo Analysis
+description: Analyze the ClickHouse Github repo or any repository of your choosing
+---
+
+# ClickHouse GitHub data
+
+This dataset contains all of the commits and changes for the ClickHouse repository. It can be generated using the native `git-import` tool distributed with ClickHouse. 
+
+The generated data provides a `tsv` file for each of the following tables:
+
+- `commits` - commits with statistics;
+- `file_changes` - files changed in every commit with the info about the change and statistics;
+- `line_changes` - every changed line in every changed file in every commit with full info about the line and the information about the previous change of this line.
+
+As of November 8th, 2022, each tsv is approximately the following size and number of rows:
+
+- `commits` - 7.8M - 266,051 rows
+- `file_changes` - 53M - 266,051 rows
+- `line_changes` - 2.7G - 7,535,157 rows
+
+# Generating the data
+
+```bash
+git clone git@github.com:ClickHouse/ClickHouse.git
+cd ClickHouse
+clickhouse git-import --skip-paths 'generated\.cpp|^(contrib|docs?|website|libs/(libcityhash|liblz4|libdivide|libvectorclass|libdouble-conversion|libcpuid|libzstd|libfarmhash|libmetrohash|libpoco|libwidechar_width))/' --skip-commits-with-messages '^Merge branch '
+```
+
+This will take around 3 minutes (as of November 8th 2022) to complete for the ClickHouse repository.
+
+A full list of available options can be obtained from the tools native help.
+
+```bash
+clickhouse git-import -h
+```
+
+This help also provides the DDL for each of the above tables e.g.
+
+```
+CREATE TABLE git.commits
+(
+    hash String,
+    author LowCardinality(String),
+    time DateTime,
+    message String,
+    files_added UInt32,
+    files_deleted UInt32,
+    files_renamed UInt32,
+    files_modified UInt32,
+    lines_added UInt32,
+    lines_deleted UInt32,
+    hunks_added UInt32,
+    hunks_removed UInt32,
+    hunks_changed UInt32
+) ENGINE = MergeTree ORDER BY time;
+```
+
+**These queries should work on any repository. Feel free to explore and report your findings** Some guidelines with respect to execution times (as of November 2022):
+
+- Linux - `~/clickhouse git-import` - 160 mins
+
+# Downloading and inserting the data
+
+Generated files for the following repositories can be found below:
+
+- ClickHouse (Nov 8th 2022)
+    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/commits.tsv.xz - 2.5 MB
+    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/file_changes.tsv.xz - 4.5MB
+    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/line_changes.tsv.xz - 127.4 MB
+- Linux (Nov 8th 2022)
+    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/linux/commits.tsv.xz - 2.5 MB
+    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/linux/file_changes.tsv.xz - 4.5MB
+    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/linux/line_changes.tsv.xz - 127.4 MB
+
+To insert this data, prepare the database by executing the following queries:
+
+```sql
+DROP DATABASE IF EXISTS git;
+CREATE DATABASE git;
+
+CREATE TABLE git.commits
+(
+    hash String,
+    author LowCardinality(String),
+    time DateTime,
+    message String,
+    files_added UInt32,
+    files_deleted UInt32,
+    files_renamed UInt32,
+    files_modified UInt32,
+    lines_added UInt32,
+    lines_deleted UInt32,
+    hunks_added UInt32,
+    hunks_removed UInt32,
+    hunks_changed UInt32
+) ENGINE = MergeTree ORDER BY time;
+
+CREATE TABLE git.file_changes
+(
+    change_type Enum('Add' = 1, 'Delete' = 2, 'Modify' = 3, 'Rename' = 4, 'Copy' = 5, 'Type' = 6),
+    path LowCardinality(String),
+    old_path LowCardinality(String),
+    file_extension LowCardinality(String),
+    lines_added UInt32,
+    lines_deleted UInt32,
+    hunks_added UInt32,
+    hunks_removed UInt32,
+    hunks_changed UInt32,
+
+    commit_hash String,
+    author LowCardinality(String),
+    time DateTime,
+    commit_message String,
+    commit_files_added UInt32,
+    commit_files_deleted UInt32,
+    commit_files_renamed UInt32,
+    commit_files_modified UInt32,
+    commit_lines_added UInt32,
+    commit_lines_deleted UInt32,
+    commit_hunks_added UInt32,
+    commit_hunks_removed UInt32,
+    commit_hunks_changed UInt32
+) ENGINE = MergeTree ORDER BY time;
+
+CREATE TABLE git.line_changes
+(
+    sign Int8,
+    line_number_old UInt32,
+    line_number_new UInt32,
+    hunk_num UInt32,
+    hunk_start_line_number_old UInt32,
+    hunk_start_line_number_new UInt32,
+    hunk_lines_added UInt32,
+    hunk_lines_deleted UInt32,
+    hunk_context LowCardinality(String),
+    line LowCardinality(String),
+    indent UInt8,
+    line_type Enum('Empty' = 0, 'Comment' = 1, 'Punct' = 2, 'Code' = 3),
+
+    prev_commit_hash String,
+    prev_author LowCardinality(String),
+    prev_time DateTime,
+
+    file_change_type Enum('Add' = 1, 'Delete' = 2, 'Modify' = 3, 'Rename' = 4, 'Copy' = 5, 'Type' = 6),
+    path LowCardinality(String),
+    old_path LowCardinality(String),
+    file_extension LowCardinality(String),
+    file_lines_added UInt32,
+    file_lines_deleted UInt32,
+    file_hunks_added UInt32,
+    file_hunks_removed UInt32,
+    file_hunks_changed UInt32,
+
+    commit_hash String,
+    author LowCardinality(String),
+    time DateTime,
+    commit_message String,
+    commit_files_added UInt32,
+    commit_files_deleted UInt32,
+    commit_files_renamed UInt32,
+    commit_files_modified UInt32,
+    commit_lines_added UInt32,
+    commit_lines_deleted UInt32,
+    commit_hunks_added UInt32,
+    commit_hunks_removed UInt32,
+    commit_hunks_changed UInt32
+) ENGINE = MergeTree ORDER BY time;
+```
+
+Insert the data using `INSERT INTO SELECT` and the [s3 function](https://clickhouse.com/docs/en/integrations/s3/s3-table-functions/). For example, below, we insert the ClickHouse files into each of their respective tables:
+
+*commits*
+
+```sql
+INSERT INTO git.commits SELECT *
+FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/commits.tsv.xz', 'TSV', 'hash String,author LowCardinality(String), time DateTime, message String, files_added UInt32, files_deleted UInt32, files_renamed UInt32, files_modified UInt32, lines_added UInt32, lines_deleted UInt32, hunks_added UInt32, hunks_removed UInt32, hunks_changed UInt32')
+
+0 rows in set. Elapsed: 1.826 sec. Processed 62.78 thousand rows, 8.50 MB (34.39 thousand rows/s., 4.66 MB/s.)
+```
+
+*file_changes*
+
+```sql
+INSERT INTO git.file_changes SELECT *
+FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/file_changes.tsv.xz', 'TSV', 'change_type Enum(\'Add\' = 1, \'Delete\' = 2, \'Modify\' = 3, \'Rename\' = 4, \'Copy\' = 5, \'Type\' = 6), path LowCardinality(String), old_path LowCardinality(String), file_extension LowCardinality(String), lines_added UInt32, lines_deleted UInt32, hunks_added UInt32, hunks_removed UInt32, hunks_changed UInt32, commit_hash String, author LowCardinality(String), time DateTime, commit_message String, commit_files_added UInt32, commit_files_deleted UInt32, commit_files_renamed UInt32, commit_files_modified UInt32, commit_lines_added UInt32, commit_lines_deleted UInt32, commit_hunks_added UInt32, commit_hunks_removed UInt32, commit_hunks_changed UInt32')
+
+0 rows in set. Elapsed: 2.688 sec. Processed 266.05 thousand rows, 48.30 MB (98.97 thousand rows/s., 17.97 MB/s.)
+```
+
+*line_changes*
+
+```sql
+INSERT INTO git.line_changes SELECT *
+FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/line_changes.tsv.xz', 'TSV', '    sign Int8, line_number_old UInt32, line_number_new UInt32, hunk_num UInt32, hunk_start_line_number_old UInt32, hunk_start_line_number_new UInt32, hunk_lines_added UInt32,\n    hunk_lines_deleted UInt32, hunk_context LowCardinality(String), line LowCardinality(String), indent UInt8, line_type Enum(\'Empty\' = 0, \'Comment\' = 1, \'Punct\' = 2, \'Code\' = 3), prev_commit_hash String, prev_author LowCardinality(String), prev_time DateTime, file_change_type Enum(\'Add\' = 1, \'Delete\' = 2, \'Modify\' = 3, \'Rename\' = 4, \'Copy\' = 5, \'Type\' = 6),\n    path LowCardinality(String), old_path LowCardinality(String), file_extension LowCardinality(String), file_lines_added UInt32, file_lines_deleted UInt32, file_hunks_added UInt32, file_hunks_removed UInt32, file_hunks_changed UInt32, commit_hash String,\n    author LowCardinality(String), time DateTime, commit_message String, commit_files_added UInt32, commit_files_deleted UInt32, commit_files_renamed UInt32, commit_files_modified UInt32, commit_lines_added UInt32, commit_lines_deleted UInt32, commit_hunks_added UInt32, commit_hunks_removed UInt32, commit_hunks_changed UInt32')
+
+0 rows in set. Elapsed: 50.535 sec. Processed 7.54 million rows, 2.09 GB (149.11 thousand rows/s., 41.40 MB/s.)
+```
+
+# Queries
+
+The tool suggests several queries via its help output. We have answered these in addition to some additional supplementary questions of interest:
+
+- [History of a single file](#history-of-a-single-file)
+- [Find the current active files](#find-the-current-active-files)
+- [List files with most modifications](#list-files-with-most-modifications)
+- [What day of the week do commits usually occur?](#what-day-of-the-week-do-commits-usually-occur)
+- [List files with maximum number of authors](#list-files-with-maximum-number-of-authors)
+- [Oldest lines of code in the repository](#oldest-lines-of-code-in-the-repository)
+- [Files with longest history](#files-with-longest-history)
+- [Distribution of contributors with respect to docs and code over the month](#distribution-of-contributors-with-respect-to-docs-and-code-over-the-month)
+- [Authors with the most diverse impact](#authors-with-the-most-diverse-impact)
+- [Favorite files for an author](#favorite-files-for-an-author)
+- [Largest files with lowest number of authors](#largest-files-with-lowest-number-of-authors)
+- [Commits and lines of code distribution by time; by weekday, by author; for specific subdirectories](#commits-and-lines-of-code-distribution-by-time-by-weekday-by-author-for-specific-subdirectories)
+- [Matrix of authors that shows what authors tends to rewrite another authors code](#matrix-of-authors-that-shows-what-authors-tends-to-rewrite-another-authors-code)
+- [Who is the highest percentage contributor per day of week?](#who-is-the-highest-percentage-contributor-per-day-of-week)
+- [Distribution of code age across repository](#distribution-of-code-age-across-repository)
+- [What percentage of code for an author has been removed by other authors?](#what-percentage-of-code-for-an-author-has-been-removed-by-other-authors)
+- [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
+- [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
+- [History of subdirectory/file - number of lines, commits and contributors over time](#history-of-subdirectoryfile---number-of-lines-commits-and-contributors-over-time)
+- [Files sorted by average code age](#files-sorted-by-average-code-age)
+- [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
+- [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
+- [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
+- [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
+- [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
+- [Most consecutive days of commits by an author](#most-consecutive-days-of-commits-by-an-author)
+- [Line by line commit history of a file](#line-by-line-commit-history-of-a-file)
+- [Show Git blame for a file](#git-blame)
+
+These queries are of approximately increasing complexity vs. the tool's arbitrary order.
+
+## History of a single file
+
+The simplest of queries. Here we look at all commit messages for the `StorageReplicatedMergeTree.cpp`. Since these are likely more interesting, we sort by the most recent messages first.
+
+```sql
+SELECT
+    time,
+    substring(commit_hash, 1, 11) AS commit,
+    change_type,
+    author,
+    path,
+    old_path,
+    lines_added,
+    lines_deleted,
+    commit_message
+FROM git.file_changes
+WHERE path = 'src/Storages/StorageReplicatedMergeTree.cpp'
+ORDER BY time DESC
+LIMIT 10
+
+┌────────────────time─┬─commit──────┬─change_type─┬─author─────────────┬─path────────────────────────────────────────┬─old_path─┬─lines_added─┬─lines_deleted─┬─commit_message───────────────────────────────────┐
+│ 2022-10-30 16:30:51 │ c68ab231f91 │ Modify      │ Alexander Tokmakov │ src/Storages/StorageReplicatedMergeTree.cpp │          │          13 │            10 │ fix accessing part in Deleting state             │
+│ 2022-10-23 16:24:20 │ b40d9200d20 │ Modify      │ Anton Popov        │ src/Storages/StorageReplicatedMergeTree.cpp │          │          28 │            30 │ better semantic of constsness of DataPartStorage │
+│ 2022-10-23 01:23:15 │ 56e5daba0c9 │ Modify      │ Anton Popov        │ src/Storages/StorageReplicatedMergeTree.cpp │          │          28 │            44 │ remove DataPartStorageBuilder                    │
+│ 2022-10-21 13:35:37 │ 851f556d65a │ Modify      │ Igor Nikonov       │ src/Storages/StorageReplicatedMergeTree.cpp │          │           3 │             2 │ Remove unused parameter                          │
+│ 2022-10-21 13:02:52 │ 13d31eefbc3 │ Modify      │ Igor Nikonov       │ src/Storages/StorageReplicatedMergeTree.cpp │          │           4 │             4 │ Replicated merge tree polishing                  │
+│ 2022-10-21 12:25:19 │ 4e76629aafc │ Modify      │ Azat Khuzhin       │ src/Storages/StorageReplicatedMergeTree.cpp │          │           3 │             2 │ Fixes for -Wshorten-64-to-32                     │
+│ 2022-10-19 13:59:28 │ 05e6b94b541 │ Modify      │ Antonio Andelic    │ src/Storages/StorageReplicatedMergeTree.cpp │          │           4 │             0 │ Polishing                                        │
+│ 2022-10-19 13:34:20 │ e5408aac991 │ Modify      │ Antonio Andelic    │ src/Storages/StorageReplicatedMergeTree.cpp │          │           3 │            53 │ Simplify logic                                   │
+│ 2022-10-18 15:36:11 │ 7befe2825c9 │ Modify      │ Alexey Milovidov   │ src/Storages/StorageReplicatedMergeTree.cpp │          │           2 │             2 │ Update StorageReplicatedMergeTree.cpp            │
+│ 2022-10-18 15:35:44 │ 0623ad4e374 │ Modify      │ Alexey Milovidov   │ src/Storages/StorageReplicatedMergeTree.cpp │          │           1 │             1 │ Update StorageReplicatedMergeTree.cpp            │
+└─────────────────────┴─────────────┴─────────────┴────────────────────┴─────────────────────────────────────────────┴──────────┴─────────────┴───────────────┴──────────────────────────────────────────────────┘
+
+10 rows in set. Elapsed: 0.006 sec. Processed 12.10 thousand rows, 1.60 MB (1.93 million rows/s., 255.40 MB/s.)
+```
+
+We can also review the line changes, excluding renames i.e. we won't show changes before a rename event when the file existed under a different name:
+
+```sql
+SELECT
+    time,
+    substring(commit_hash, 1, 11) AS commit,
+    sign,
+    line_number_old,
+    line_number_new,
+    author,
+    line
+FROM git.line_changes
+WHERE path = 'src/Storages/StorageReplicatedMergeTree.cpp'
+ORDER BY line_number_new ASC
+LIMIT 10
+
+┌────────────────time─┬─commit──────┬─sign─┬─line_number_old─┬─line_number_new─┬─author───────────┬─line──────────────────────────────────────────────────┐
+│ 2020-04-16 02:06:10 │ cdeda4ab915 │   -1 │               1 │               1 │ Alexey Milovidov │ #include <Disks/DiskSpaceMonitor.h>                   │
+│ 2020-04-16 02:06:10 │ cdeda4ab915 │    1 │               2 │               1 │ Alexey Milovidov │ #include <Core/Defines.h>                             │
+│ 2020-04-16 02:06:10 │ cdeda4ab915 │    1 │               2 │               2 │ Alexey Milovidov │                                                       │
+│ 2021-05-03 23:46:51 │ 02ce9cc7254 │   -1 │               3 │               2 │ Alexey Milovidov │ #include <Common/FieldVisitors.h>                     │
+│ 2021-05-27 22:21:02 │ e2f29b9df02 │   -1 │               3 │               2 │ s-kat            │ #include <Common/FieldVisitors.h>                     │
+│ 2022-10-03 22:30:50 │ 210882b9c4d │    1 │               2 │               3 │ alesapin         │ #include <ranges>                                     │
+│ 2022-10-23 16:24:20 │ b40d9200d20 │    1 │               2 │               3 │ Anton Popov      │ #include <cstddef>                                    │
+│ 2021-06-20 09:24:43 │ 4c391f8e994 │    1 │               2 │               3 │ Mike Kot         │ #include "Common/hex.h"                               │
+│ 2021-12-29 09:18:56 │ 8112a712336 │   -1 │               6 │               5 │ avogar           │ #include <Common/ThreadPool.h>                        │
+│ 2022-04-21 20:19:13 │ 9133e398b8c │    1 │              11 │              12 │ Nikolai Kochetov │ #include <Storages/MergeTree/DataPartStorageOnDisk.h> │
+└─────────────────────┴─────────────┴──────┴─────────────────┴─────────────────┴──────────────────┴───────────────────────────────────────────────────────┘
+
+10 rows in set. Elapsed: 0.258 sec. Processed 7.54 million rows, 654.92 MB (29.24 million rows/s., 2.54 GB/s.)
+```
+
+Note a more complex variant of this query exists where we find the [line-by-line commit history of a file](#line-by-line-commit-history-of-a-file) considering renames.
+
+## Find the current active files
+
+This is important for later analysis when we only want to consider the current files in the repository. We estimate this set as the files which haven't been renamed or deleted (and then re-added/re-named). 
+
+**Note there appears to have been a broken commit history in relation to files under the `dbms`, `libs`, `tests/testflows/` directories during their renames. We also thus exclude these.**
+
+```sql
+SELECT path
+FROM
+(
+    SELECT
+        old_path AS path,
+        max(time) AS last_time,
+        2 AS change_type
+    FROM git.file_changes
+    GROUP BY old_path
+    UNION ALL
+    SELECT
+        path,
+        max(time) AS last_time,
+        argMax(change_type, time) AS change_type
+    FROM git.file_changes
+    GROUP BY path
+)
+GROUP BY path
+HAVING (argMax(change_type, last_time) != 2) AND NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)') ORDER BY path
+LIMIT 10
+
+┌─path────────────────────────────────────────────────────────────┐
+│ tests/queries/0_stateless/01054_random_printable_ascii_ubsan.sh │
+│ tests/queries/0_stateless/02247_read_bools_as_numbers_json.sh   │
+│ tests/performance/file_table_function.xml                       │
+│ tests/queries/0_stateless/01902_self_aliases_in_columns.sql     │
+│ tests/queries/0_stateless/01070_h3_get_base_cell.reference      │
+│ src/Functions/ztest.cpp                                         │
+│ src/Interpreters/InterpreterShowTablesQuery.h                   │
+│ src/Parsers/Kusto/ParserKQLStatement.h                          │
+│ tests/queries/0_stateless/00938_dataset_test.sql                │
+│ src/Dictionaries/Embedded/GeodataProviders/Types.h              │
+└─────────────────────────────────────────────────────────────────┘
+
+10 rows in set. Elapsed: 0.085 sec. Processed 532.10 thousand rows, 8.68 MB (6.30 million rows/s., 102.64 MB/s.)
+```
+
+Note that this allows for files to be renamed and then re-renamed to their original values. First we aggregare `old_path` for a list of deleted files as a result of renaming. We union this with the last operation for every `path`. Finally, we filter this list to those where the final event is not a `Delete`.
+
+```sql
+SELECT uniq(path)
+FROM
+(
+    SELECT path
+    FROM
+    (
+        SELECT
+            old_path AS path,
+            max(time) AS last_time,
+            2 AS change_type
+        FROM git.file_changes
+        GROUP BY old_path
+        UNION ALL
+        SELECT
+            path,
+            max(time) AS last_time,
+            argMax(change_type, time) AS change_type
+        FROM git.file_changes
+        GROUP BY path
+    )
+    GROUP BY path
+    HAVING (argMax(change_type, last_time) != 2) AND NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)') ORDER BY path
+)
+
+┌─uniq(path)─┐
+│      18559 │
+└────────────┘
+1 row in set. Elapsed: 0.089 sec. Processed 532.10 thousand rows, 8.68 MB (6.01 million rows/s., 97.99 MB/s.)
+```
+
+Note that we skipped import of several directories during import i.e.
+
+`--skip-paths 'generated\.cpp|^(contrib|docs?|website|libs/(libcityhash|liblz4|libdivide|libvectorclass|libdouble-conversion|libcpuid|libzstd|libfarmhash|libmetrohash|libpoco|libwidechar_width))/'`
+
+Applying this pattern to `git list-files`, reports 18155.
+
+```bash
+git ls-files | grep -v -E 'generated\.cpp|^(contrib|docs?|website|libs/(libcityhash|liblz4|libdivide|libvectorclass|libdouble-conversion|libcpuid|libzstd|libfarmhash|libmetrohash|libpoco|libwidechar_width))/' | wc -l
+   18155
+```
+
+**Our current solution is therefore an estimate of the current files**
+
+The difference here is caused by a few factors:
+
+- A rename can occur alongside other modifications to the file. These are listed as separate events in file_changes but with the same time. The `argMax` function has no way of distinguishing these - it picks the first value. The natural ordering of the inserts (the only means of knowing the correct order) is not maintained across the union so modified events can be selected. For example, below the `src/Functions/geometryFromColumn.h` file has several modifications before being renamed to `src/Functions/geometryConverters.h`. Our current solution may pick a Modify event as the latest change causing `src/Functions/geometryFromColumn.h` to be retained. 
+
+
+    ```sql
+    SELECT
+        change_type,
+        path,
+        old_path,
+        time,
+        commit_hash
+    FROM git.file_changes
+    WHERE (path = 'src/Functions/geometryFromColumn.h') OR (old_path = 'src/Functions/geometryFromColumn.h')
+
+    ┌─change_type─┬─path───────────────────────────────┬─old_path───────────────────────────┬────────────────time─┬─commit_hash──────────────────────────────┐
+    │ Add         │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 9376b676e9a9bb8911b872e1887da85a45f7479d │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 6d59be5ea4768034f6526f7f9813062e0c369f7b │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 33acc2aa5dc091a7cb948f78c558529789b2bad8 │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 78e0db268ceadc42f82bc63a77ee1a4da6002463 │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 14a891057d292a164c4179bfddaef45a74eaf83a │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ d0d6e6953c2a2af9fb2300921ff96b9362f22edb │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ fe8382521139a58c0ba277eb848e88894658db66 │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 3be3d5cde8788165bc0558f1e2a22568311c3103 │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ afad9bf4d0a55ed52a3f55483bc0973456e10a56 │
+    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ e3290ecc78ca3ea82b49ebcda22b5d3a4df154e6 │
+    │ Rename      │ src/Functions/geometryConverters.h │ src/Functions/geometryFromColumn.h │ 2021-03-11 12:08:16 │ 125945769586baf6ffd15919b29565b1b2a63218 │
+    └─────────────┴────────────────────────────────────┴────────────────────────────────────┴─────────────────────┴──────────────────────────────────────────┘
+    11 rows in set. Elapsed: 0.030 sec. Processed 266.05 thousand rows, 6.61 MB (8.89 million rows/s., 220.82 MB/s.)
+    ```
+- Broken commit history - missing delete events. Source and cause TBD.
+
+These differences shouldn't meaningfully impact our analysis. **We welcome improved versions of this query**.
+
+## List files with most modifications
+
+Limiting to current files, we consider the number of modifications to be the sum of deletes and additions.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    path,
+    sum(lines_added) + sum(lines_deleted) AS modifications
+FROM git.file_changes
+WHERE (path IN (current_files)) AND (file_extension IN ('h', 'cpp', 'sql'))
+GROUP BY path
+ORDER BY modifications DESC
+LIMIT 10
+
+┌─path───────────────────────────────────────────────────┬─modifications─┐
+│ src/Storages/StorageReplicatedMergeTree.cpp            │         21871 │
+│ src/Storages/MergeTree/MergeTreeData.cpp               │         17709 │
+│ programs/client/Client.cpp                             │         15882 │
+│ src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp │         14249 │
+│ src/Interpreters/InterpreterSelectQuery.cpp            │         12636 │
+│ src/Parsers/ExpressionListParsers.cpp                  │         11794 │
+│ src/Analyzer/QueryAnalysisPass.cpp                     │         11760 │
+│ src/Coordination/KeeperStorage.cpp                     │         10225 │
+│ src/Functions/FunctionsConversion.h                    │          9247 │
+│ src/Parsers/ExpressionElementParsers.cpp               │          8197 │
+└────────────────────────────────────────────────────────┴───────────────┘
+
+10 rows in set. Elapsed: 0.134 sec. Processed 798.15 thousand rows, 16.46 MB (5.95 million rows/s., 122.62 MB/s.)
+```
+
+## What day of the week do commits usually occur?
+
+```sql
+SELECT day_of_week, count() as c FROM git.commits GROUP BY dayOfWeek(time) as day_of_week
+
+┌─day_of_week─┬─────c─┐
+│           1 │ 10291 │
+│           2 │ 10519 │
+│           3 │ 10598 │
+│           4 │ 10812 │
+│           5 │  9964 │
+│           6 │  4583 │
+│           7 │  5134 │
+└─────────────┴───────┘
+7 rows in set. Elapsed: 0.262 sec. Processed 62.78 thousand rows, 251.14 KB (239.73 thousand rows/s., 958.93 KB/s.)
+```
+
+This makes sense with some productivity drop-off on Fridays. Great to see people committing code at weekends! Big thanks to our contributors!
+
+## History of subdirectory/file - number of lines, commits and contributors over time
+
+This would produce a large query result that is unrealistic to show or visualize if unfiltered. We, therefore, allow a file or subdirectory to be filtered in the following example. Here we group by week using the `toStartOfWeek` function - adapt as required.
+
+```sql
+SELECT
+    week,
+    sum(lines_added) AS lines_added,
+    sum(lines_deleted) AS lines_deleted,
+    uniq(commit_hash) AS num_commits,
+    uniq(author) AS authors
+FROM git.file_changes
+WHERE path LIKE 'src/Storages%'
+GROUP BY toStartOfWeek(time) AS week
+ORDER BY week ASC
+LIMIT 10
+
+┌───────week─┬─lines_added─┬─lines_deleted─┬─num_commits─┬─authors─┐
+│ 2020-03-29 │          49 │            35 │           4 │       3 │
+│ 2020-04-05 │         940 │           601 │          55 │      14 │
+│ 2020-04-12 │        1472 │           607 │          32 │      11 │
+│ 2020-04-19 │         917 │           841 │          39 │      12 │
+│ 2020-04-26 │        1067 │           626 │          36 │      10 │
+│ 2020-05-03 │         514 │           435 │          27 │      10 │
+│ 2020-05-10 │        2552 │           537 │          48 │      12 │
+│ 2020-05-17 │        3585 │          1913 │          83 │       9 │
+│ 2020-05-24 │        2851 │          1812 │          74 │      18 │
+│ 2020-05-31 │        2771 │          2077 │          77 │      16 │
+└────────────┴─────────────┴───────────────┴─────────────┴─────────┘
+10 rows in set. Elapsed: 0.043 sec. Processed 266.05 thousand rows, 15.85 MB (6.12 million rows/s., 364.61 MB/s.)
+```
+
+This data visualizes well. Below we use Superset.
+
+**For lines added and deleted:**
+
+<img width="100%" alt="image" src="./images/superset-github-lines-added-deleted.png">
+
+**For commits and authors:**
+
+<img width="100%" alt="image" src="./images/superset-commits-authors.png">
+
+## List files with maximum number of authors
+
+Limit to current files only.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    path,
+    uniq(author) AS num_authors
+FROM git.file_changes
+WHERE path IN (current_files)
+GROUP BY path
+ORDER BY num_authors DESC
+LIMIT 10
+
+┌─path────────────────────────────────────────┬─num_authors─┐
+│ src/Core/Settings.h                         │         127 │
+│ CMakeLists.txt                              │          96 │
+│ .gitmodules                                 │          85 │
+│ src/Storages/MergeTree/MergeTreeData.cpp    │          72 │
+│ src/CMakeLists.txt                          │          71 │
+│ programs/server/Server.cpp                  │          70 │
+│ src/Interpreters/Context.cpp                │          64 │
+│ src/Storages/StorageReplicatedMergeTree.cpp │          63 │
+│ src/Common/ErrorCodes.cpp                   │          61 │
+│ src/Interpreters/InterpreterSelectQuery.cpp │          59 │
+└─────────────────────────────────────────────┴─────────────┘
+
+10 rows in set. Elapsed: 0.239 sec. Processed 798.15 thousand rows, 14.13 MB (3.35 million rows/s., 59.22 MB/s.)
+```
+
+## Oldest lines of code in the repository
+
+Limited to current files only.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    any(path) AS file_path,
+    line,
+    max(time) AS latest_change,
+    any(file_change_type)
+FROM git.line_changes
+WHERE path IN (current_files)
+GROUP BY line
+ORDER BY latest_change ASC
+LIMIT 10
+
+┌─file_path───────────────────────────────────┬─line────────────────────────────────────────────────────────┬───────latest_change─┬─any(file_change_type)─┐
+│ utils/compressor/test.sh                    │ ./compressor -d < compressor.snp > compressor2              │ 2011-06-17 22:19:39 │ Modify                │
+│ utils/compressor/test.sh                    │ ./compressor < compressor > compressor.snp                  │ 2011-06-17 22:19:39 │ Modify                │
+│ utils/compressor/test.sh                    │ ./compressor -d < compressor.qlz > compressor2              │ 2014-02-24 03:14:30 │ Add                   │
+│ utils/compressor/test.sh                    │ ./compressor < compressor > compressor.qlz                  │ 2014-02-24 03:14:30 │ Add                   │
+│ utils/config-processor/config-processor.cpp │ if (argc != 2)                                              │ 2014-02-26 19:10:00 │ Add                   │
+│ utils/config-processor/config-processor.cpp │ std::cerr << "std::exception: " << e.what() << std::endl;   │ 2014-02-26 19:10:00 │ Add                   │
+│ utils/config-processor/config-processor.cpp │ std::cerr << "Exception: " << e.displayText() << std::endl; │ 2014-02-26 19:10:00 │ Add                   │
+│ utils/config-processor/config-processor.cpp │ Poco::XML::DOMWriter().writeNode(std::cout, document);      │ 2014-02-26 19:10:00 │ Add                   │
+│ utils/config-processor/config-processor.cpp │ std::cerr << "Some exception" << std::endl;                 │ 2014-02-26 19:10:00 │ Add                   │
+│ utils/config-processor/config-processor.cpp │ std::cerr << "usage: " << argv[0] << " path" << std::endl;  │ 2014-02-26 19:10:00 │ Add                   │
+└─────────────────────────────────────────────┴─────────────────────────────────────────────────────────────┴─────────────────────┴───────────────────────┘
+
+10 rows in set. Elapsed: 1.101 sec. Processed 8.07 million rows, 905.86 MB (7.33 million rows/s., 823.13 MB/s.)
+```
+
+## Files with longest history
+
+Limited to current files only.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    count() AS c,
+    path,
+    max(time) AS latest_change
+FROM git.file_changes
+WHERE path IN (current_files)
+GROUP BY path
+ORDER BY c DESC
+LIMIT 10
+
+┌───c─┬─path────────────────────────────────────────┬───────latest_change─┐
+│ 790 │ src/Storages/StorageReplicatedMergeTree.cpp │ 2022-10-30 16:30:51 │
+│ 788 │ src/Storages/MergeTree/MergeTreeData.cpp    │ 2022-11-04 09:26:44 │
+│ 752 │ src/Core/Settings.h                         │ 2022-10-25 11:35:25 │
+│ 749 │ CMakeLists.txt                              │ 2022-10-05 21:00:49 │
+│ 575 │ src/Interpreters/InterpreterSelectQuery.cpp │ 2022-11-01 10:20:10 │
+│ 563 │ CHANGELOG.md                                │ 2022-10-27 08:19:50 │
+│ 491 │ src/Interpreters/Context.cpp                │ 2022-10-25 12:26:29 │
+│ 437 │ programs/server/Server.cpp                  │ 2022-10-21 12:25:19 │
+│ 375 │ programs/client/Client.cpp                  │ 2022-11-03 03:16:55 │
+│ 350 │ src/CMakeLists.txt                          │ 2022-10-24 09:22:37 │
+└─────┴─────────────────────────────────────────────┴─────────────────────┘
+
+10 rows in set. Elapsed: 0.124 sec. Processed 798.15 thousand rows, 14.71 MB (6.44 million rows/s., 118.61 MB/s.)
+```
+
+Our core data structure, the Merge Tree, is obviously under constant evolution with a long history of edits!
+
+## Distribution of contributors with respect to docs and code over the month
+
+**During data capture the changes on the `docs/` folder have been filtered out so this is an estimate only**
+
+Do we write more docs at certain times of the month e.g., around release dates? We can use the `countIf` function to compute a simple ratio, visualizing the result using the `bar` function.
+
+```sql
+SELECT
+    day,
+    bar(docs_ratio * 1000, 0, 100, 100) AS bar
+FROM
+(
+    SELECT
+        day,
+        countIf(file_extension IN ('h', 'cpp', 'sql', 'md')) AS code,
+        countIf(file_extension = 'md') AS docs,
+        docs / (code + docs) AS docs_ratio
+    FROM git.line_changes
+    WHERE (sign = 1) AND (file_extension IN ('h', 'cpp', 'sql', 'md'))
+    GROUP BY dayOfMonth(time) AS day
+)
+
+┌─day─┬─bar──────────────────────────────────────────────────────────┐
+│   1 │ ██████████████████████████████████▎                          │
+│   2 │ ███████████████████████▏                                     │
+│   3 │ ███████████████████████████████▋                             │
+│   4 │ ████████████▊                                                │
+│   5 │ ████████████████████▊                                        │
+│   6 │ ███████▊                                                     │
+│   7 │ ███▋                                                         │
+│   8 │ ████████▍                                                    │
+│   9 │ ██████████████                                               │
+│  10 │ ████████████████▋                                            │
+│  11 │ █████████████▏                                               │
+│  12 │ ██████████████████████████████████▌                          │
+│  13 │ ████████████████████████████▌                                │
+│  14 │ ██████▋                                                      │
+│  15 │ ████████████████████████████████████████▎                    │
+│  16 │ ██████████▏                                                  │
+│  17 │ █████████████████████████████████████▏                       │
+│  18 │ ████████████████████████████████▍                            │
+│  19 │ ██████████▊                                                  │
+│  20 │ ████████████████████████████████▋                            │
+│  21 │ █████                                                        │
+│  22 │ ███████████████████████▏                                     │
+│  23 │ ██████████████████████████▋                                  │
+│  24 │ ███████▌                                                     │
+│  25 │ █████████████████████████████████▏                           │
+│  26 │ ███████████                                                  │
+│  27 │ ███████████████████████████████████████████████████████████▎ │
+│  28 │ █████████████████████████████████████████████████▌           │
+│  29 │ ███▌                                                         │
+│  30 │ ██████████████████████████████████████▋                      │
+│  31 │ ████████████████████████████████▏                            │
+└─────┴──────────────────────────────────────────────────────────────┘
+
+31 rows in set. Elapsed: 0.043 sec. Processed 7.54 million rows, 40.53 MB (176.56 million rows/s., 949.58 MB/s.)
+```
+
+Maybe a little more near the end of the month, but overall we keep a good even distribution.
+
+## Authors with the most diverse impact
+
+We consider diversity here to be the number of unique files an author has contributed to.
+
+```sql
+SELECT
+    author,
+    uniq(path) AS num_files
+FROM git.file_changes
+WHERE (change_type IN ('Add', 'Modify')) AND (file_extension IN ('h', 'cpp', 'sql'))
+GROUP BY author
+ORDER BY num_files DESC
+LIMIT 10
+
+┌─author─────────────┬─num_files─┐
+│ Alexey Milovidov   │      8433 │
+│ Nikolai Kochetov   │      3257 │
+│ Vitaly Baranov     │      2316 │
+│ Maksim Kita        │      2172 │
+│ Azat Khuzhin       │      1988 │
+│ alesapin           │      1818 │
+│ Alexander Tokmakov │      1751 │
+│ Amos Bird          │      1641 │
+│ Ivan               │      1629 │
+│ alexey-milovidov   │      1581 │
+└────────────────────┴───────────┘
+
+10 rows in set. Elapsed: 0.041 sec. Processed 266.05 thousand rows, 4.92 MB (6.56 million rows/s., 121.21 MB/s.)
+```
+
+## Favorite files for an author
+
+Here we select our founder [Alexey Milovidov](https://github.com/alexey-milovidov) and limit our analysis to current files.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    path,
+    count() AS c
+FROM git.file_changes
+WHERE (author = 'alexey-milovidov') AND (path IN (current_files))
+GROUP BY path
+ORDER BY c DESC
+LIMIT 10
+
+┌─path────────────────────────────────────────────┬───c─┐
+│ CHANGELOG.md                                    │ 174 │
+│ CMakeLists.txt                                  │  22 │
+│ src/Common/HashTable/HashTable.h                │   8 │
+│ .github/PULL_REQUEST_TEMPLATE.md                │   8 │
+│ src/Core/Settings.h                             │   8 │
+│ src/Storages/StorageReplicatedMergeTree.cpp     │   7 │
+│ README.md                                       │   7 │
+│ docker/test/fuzzer/run-fuzzer.sh                │   7 │
+│ programs/install/Install.cpp                    │   7 │
+│ src/Dictionaries/ExecutableDictionarySource.cpp │   6 │
+└─────────────────────────────────────────────────┴─────┘
+
+10 rows in set. Elapsed: 0.106 sec. Processed 798.15 thousand rows, 13.97 MB (7.51 million rows/s., 131.41 MB/s.)
+```
+
+This makes sense because Alexey has been responsible for maintaining the Change log. But what if we use the basename of the file to identify his popular files - this allows for renames and should focus on code contributions.
+
+
+```sql
+SELECT
+    base,
+    count() AS c
+FROM git.file_changes
+WHERE (author = 'alexey-milovidov') AND (file_extension IN ('h', 'cpp', 'sql'))
+GROUP BY basename(path) AS base
+ORDER BY c DESC
+LIMIT 10
+
+┌─base───────────────────────────┬──c─┐
+│ StorageReplicatedMergeTree.cpp │ 22 │
+│ Settings.h                     │ 22 │
+│ InterpreterSelectQuery.cpp     │ 19 │
+│ MergeTreeData.cpp              │ 18 │
+│ Client.cpp                     │ 17 │
+│ Context.cpp                    │ 17 │
+│ Server.cpp                     │ 12 │
+│ ExecutableDictionarySource.cpp │ 12 │
+│ ExpressionAnalyzer.cpp         │ 12 │
+│ PODArray.h                     │ 12 │
+└────────────────────────────────┴────┘
+10 rows in set. Elapsed: 0.032 sec. Processed 266.05 thousand rows, 5.68 MB (8.22 million rows/s., 175.50 MB/s.)
+```
+
+This is maybe more reflective of his areas of interest.
+
+## Largest files with lowest number of authors
+
+For this, we first need to identify the largest files. Estimating this via a full file reconstruction, for every file, from the history of commits will be very expensive!
+
+To estimate, assuming we restrict to current files, we sum line additions and subtract deletions. We can then compute a ratio of length to the number of authors.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    path,
+    sum(lines_added) - sum(lines_deleted) AS num_lines,
+    uniqExact(author) AS num_authors,
+    num_lines / num_authors AS lines_author_ratio
+FROM git.file_changes
+WHERE path IN (current_files)
+GROUP BY path
+ORDER BY lines_author_ratio DESC
+LIMIT 10
+
+┌─path──────────────────────────────────────────────────────────────────┬─num_lines─┬─num_authors─┬─lines_author_ratio─┐
+│ src/Common/ClassificationDictionaries/emotional_dictionary_rus.txt    │    148590 │           1 │             148590 │
+│ src/Functions/ClassificationDictionaries/emotional_dictionary_rus.txt │     55533 │           1 │              55533 │
+│ src/Functions/ClassificationDictionaries/charset_freq.txt             │     35722 │           1 │              35722 │
+│ src/Common/ClassificationDictionaries/charset_freq.txt                │     35722 │           1 │              35722 │
+│ tests/integration/test_storage_meilisearch/movies.json                │     19549 │           1 │              19549 │
+│ tests/queries/0_stateless/02364_multiSearch_function_family.reference │     12874 │           1 │              12874 │
+│ src/Functions/ClassificationDictionaries/programming_freq.txt         │      9434 │           1 │               9434 │
+│ src/Common/ClassificationDictionaries/programming_freq.txt            │      9434 │           1 │               9434 │
+│ tests/performance/explain_ast.xml                                     │      5911 │           1 │               5911 │
+│ src/Analyzer/QueryAnalysisPass.cpp                                    │      5686 │           1 │               5686 │
+└───────────────────────────────────────────────────────────────────────┴───────────┴─────────────┴────────────────────┘
+
+10 rows in set. Elapsed: 0.138 sec. Processed 798.15 thousand rows, 16.57 MB (5.79 million rows/s., 120.11 MB/s.)
+```
+
+Text dictionaries aren't maybe realistic, so lets restrict to code only via a file extension filter!
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    path,
+    sum(lines_added) - sum(lines_deleted) AS num_lines,
+    uniqExact(author) AS num_authors,
+    num_lines / num_authors AS lines_author_ratio
+FROM git.file_changes
+WHERE (path IN (current_files)) AND (file_extension IN ('h', 'cpp', 'sql'))
+GROUP BY path
+ORDER BY lines_author_ratio DESC
+LIMIT 10
+
+┌─path──────────────────────────────────┬─num_lines─┬─num_authors─┬─lines_author_ratio─┐
+│ src/Analyzer/QueryAnalysisPass.cpp    │      5686 │           1 │               5686 │
+│ src/Analyzer/QueryTreeBuilder.cpp     │       880 │           1 │                880 │
+│ src/Planner/Planner.cpp               │       873 │           1 │                873 │
+│ src/Backups/RestorerFromBackup.cpp    │       869 │           1 │                869 │
+│ utils/memcpy-bench/FastMemcpy.h       │       770 │           1 │                770 │
+│ src/Planner/PlannerActionsVisitor.cpp │       765 │           1 │                765 │
+│ src/Functions/sphinxstemen.cpp        │       728 │           1 │                728 │
+│ src/Planner/PlannerJoinTree.cpp       │       708 │           1 │                708 │
+│ src/Planner/PlannerJoins.cpp          │       695 │           1 │                695 │
+│ src/Analyzer/QueryNode.h              │       607 │           1 │                607 │
+└───────────────────────────────────────┴───────────┴─────────────┴────────────────────┘
+10 rows in set. Elapsed: 0.140 sec. Processed 798.15 thousand rows, 16.84 MB (5.70 million rows/s., 120.32 MB/s.)
+```
+
+There is some recency bias in this - newer files have fewer opportunities for commits. What about if we restrict to files at least 1 yr old?
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    min(time) AS min_date,
+    path,
+    sum(lines_added) - sum(lines_deleted) AS num_lines,
+    uniqExact(author) AS num_authors,
+    num_lines / num_authors AS lines_author_ratio
+FROM git.file_changes
+WHERE (path IN (current_files)) AND (file_extension IN ('h', 'cpp', 'sql'))
+GROUP BY path
+HAVING min_date <= (now() - toIntervalYear(1))
+ORDER BY lines_author_ratio DESC
+LIMIT 10
+
+┌────────────min_date─┬─path───────────────────────────────────────────────────────────┬─num_lines─┬─num_authors─┬─lines_author_ratio─┐
+│ 2021-03-08 07:00:54 │ utils/memcpy-bench/FastMemcpy.h                                │       770 │           1 │                770 │
+│ 2021-05-04 13:47:34 │ src/Functions/sphinxstemen.cpp                                 │       728 │           1 │                728 │
+│ 2021-03-14 16:52:51 │ utils/memcpy-bench/glibc/dwarf2.h                              │       592 │           1 │                592 │
+│ 2021-03-08 09:04:52 │ utils/memcpy-bench/FastMemcpy_Avx.h                            │       496 │           1 │                496 │
+│ 2020-10-19 01:10:50 │ tests/queries/0_stateless/01518_nullable_aggregate_states2.sql │       411 │           1 │                411 │
+│ 2020-11-24 14:53:34 │ programs/server/GRPCHandler.cpp                                │       399 │           1 │                399 │
+│ 2021-03-09 14:10:28 │ src/DataTypes/Serializations/SerializationSparse.cpp           │       363 │           1 │                363 │
+│ 2021-08-20 15:06:57 │ src/Functions/vectorFunctions.cpp                              │      1327 │           4 │             331.75 │
+│ 2020-08-04 03:26:23 │ src/Interpreters/MySQL/CreateQueryConvertVisitor.cpp           │       311 │           1 │                311 │
+│ 2020-11-06 15:45:13 │ src/Storages/Rocksdb/StorageEmbeddedRocksdb.cpp                │       611 │           2 │              305.5 │
+└─────────────────────┴────────────────────────────────────────────────────────────────┴───────────┴─────────────┴────────────────────┘
+
+10 rows in set. Elapsed: 0.143 sec. Processed 798.15 thousand rows, 18.00 MB (5.58 million rows/s., 125.87 MB/s.)
+```
+
+## Commits and lines of code distribution by time; by weekday, by author; for specific subdirectories
+
+We interpret this as the number of lines added and removed by the day of the week. In this case, we focus on the [Functions directory](https://github.com/ClickHouse/ClickHouse/tree/master/src/Functions)
+
+```sql
+SELECT
+    dayOfWeek,
+    uniq(commit_hash) AS commits,
+    sum(lines_added) AS lines_added,
+    sum(lines_deleted) AS lines_deleted
+FROM git.file_changes
+WHERE path LIKE 'src/Functions%'
+GROUP BY toDayOfWeek(time) AS dayOfWeek
+
+┌─dayOfWeek─┬─commits─┬─lines_added─┬─lines_deleted─┐
+│         1 │     476 │       24619 │         15782 │
+│         2 │     434 │       18098 │          9938 │
+│         3 │     496 │       26562 │         20883 │
+│         4 │     587 │       65674 │         18862 │
+│         5 │     504 │       85917 │         14518 │
+│         6 │     314 │       13604 │         10144 │
+│         7 │     294 │       11938 │          6451 │
+└───────────┴─────────┴─────────────┴───────────────┘
+
+7 rows in set. Elapsed: 0.034 sec. Processed 266.05 thousand rows, 14.66 MB (7.73 million rows/s., 425.56 MB/s.)
+```
+
+And by time of day,
+
+```sql
+SELECT
+    hourOfDay,
+    uniq(commit_hash) AS commits,
+    sum(lines_added) AS lines_added,
+    sum(lines_deleted) AS lines_deleted
+FROM git.file_changes
+WHERE path LIKE 'src/Functions%'
+GROUP BY toHour(time) AS hourOfDay
+
+┌─hourOfDay─┬─commits─┬─lines_added─┬─lines_deleted─┐
+│         0 │      71 │        4169 │          3404 │
+│         1 │      90 │        2174 │          1927 │
+│         2 │      65 │        2343 │          1515 │
+│         3 │      76 │        2552 │           493 │
+│         4 │      62 │        1480 │          1304 │
+│         5 │      38 │        1644 │           253 │
+│         6 │     104 │        4434 │          2979 │
+│         7 │     117 │        4171 │          1678 │
+│         8 │     106 │        4604 │          4673 │
+│         9 │     135 │       60550 │          2678 │
+│        10 │     149 │        6133 │          3482 │
+│        11 │     182 │        8040 │          3833 │
+│        12 │     209 │       29428 │         15040 │
+│        13 │     187 │       10204 │          5491 │
+│        14 │     204 │        9028 │          6060 │
+│        15 │     231 │       15179 │         10077 │
+│        16 │     196 │        9568 │          5925 │
+│        17 │     138 │        4941 │          3849 │
+│        18 │     123 │        4193 │          3036 │
+│        19 │     165 │        8817 │          6646 │
+│        20 │     140 │        3749 │          2379 │
+│        21 │     132 │       41585 │          4182 │
+│        22 │      85 │        4094 │          3955 │
+│        23 │     100 │        3332 │          1719 │
+└───────────┴─────────┴─────────────┴───────────────┘
+
+24 rows in set. Elapsed: 0.039 sec. Processed 266.05 thousand rows, 14.66 MB (6.77 million rows/s., 372.89 MB/s.)
+```
+
+This distribution makes sense given most of our development team is in Amsterdam. The `bar` functions helps us visualize these distributions:
+
+```sql
+SELECT
+    hourOfDay,
+    bar(commits, 0, 400, 50) AS commits,
+    bar(lines_added, 0, 30000, 50) AS lines_added,
+    bar(lines_deleted, 0, 15000, 50) AS lines_deleted
+FROM
+(
+    SELECT
+        hourOfDay,
+        uniq(commit_hash) AS commits,
+        sum(lines_added) AS lines_added,
+        sum(lines_deleted) AS lines_deleted
+    FROM git.file_changes
+    WHERE path LIKE 'src/Functions%'
+    GROUP BY toHour(time) AS hourOfDay
+)
+
+┌─hourOfDay─┬─commits───────────────────────┬─lines_added────────────────────────────────────────┬─lines_deleted──────────────────────────────────────┐
+│         0 │ ████████▊                     │ ██████▊                                            │ ███████████▎                                       │
+│         1 │ ███████████▎                  │ ███▌                                               │ ██████▍                                            │
+│         2 │ ████████                      │ ███▊                                               │ █████                                              │
+│         3 │ █████████▌                    │ ████▎                                              │ █▋                                                 │
+│         4 │ ███████▋                      │ ██▍                                                │ ████▎                                              │
+│         5 │ ████▋                         │ ██▋                                                │ ▋                                                  │
+│         6 │ █████████████                 │ ███████▍                                           │ █████████▊                                         │
+│         7 │ ██████████████▋               │ ██████▊                                            │ █████▌                                             │
+│         8 │ █████████████▎                │ ███████▋                                           │ ███████████████▌                                   │
+│         9 │ ████████████████▊             │ ██████████████████████████████████████████████████ │ ████████▊                                          │
+│        10 │ ██████████████████▋           │ ██████████▏                                        │ ███████████▌                                       │
+│        11 │ ██████████████████████▋       │ █████████████▍                                     │ ████████████▋                                      │
+│        12 │ ██████████████████████████    │ █████████████████████████████████████████████████  │ ██████████████████████████████████████████████████ │
+│        13 │ ███████████████████████▍      │ █████████████████                                  │ ██████████████████▎                                │
+│        14 │ █████████████████████████▌    │ ███████████████                                    │ ████████████████████▏                              │
+│        15 │ ████████████████████████████▊ │ █████████████████████████▎                         │ █████████████████████████████████▌                 │
+│        16 │ ████████████████████████▌     │ ███████████████▊                                   │ ███████████████████▋                               │
+│        17 │ █████████████████▎            │ ████████▏                                          │ ████████████▋                                      │
+│        18 │ ███████████████▍              │ ██████▊                                            │ ██████████                                         │
+│        19 │ ████████████████████▋         │ ██████████████▋                                    │ ██████████████████████▏                            │
+│        20 │ █████████████████▌            │ ██████▏                                            │ ███████▊                                           │
+│        21 │ ████████████████▌             │ ██████████████████████████████████████████████████ │ █████████████▊                                     │
+│        22 │ ██████████▋                   │ ██████▋                                            │ █████████████▏                                     │
+│        23 │ ████████████▌                 │ █████▌                                             │ █████▋                                             │
+└───────────┴───────────────────────────────┴────────────────────────────────────────────────────┴────────────────────────────────────────────────────┘
+
+24 rows in set. Elapsed: 0.038 sec. Processed 266.05 thousand rows, 14.66 MB (7.09 million rows/s., 390.69 MB/s.)
+```
+
+## Matrix of authors that shows what authors tends to rewrite another authors code
+
+The `sign = -1` indicates a code deletion. We exclude punctuation and the insertion of empty lines.
+
+```sql
+SELECT
+    prev_author,
+    author,
+    count() AS c
+FROM git.line_changes
+WHERE (sign = -1) AND (file_extension IN ('h', 'cpp')) AND (line_type NOT IN ('Punct', 'Empty')) AND (author != prev_author) AND (prev_author != '')
+GROUP BY
+    prev_author,
+    author
+ORDER BY c DESC
+LIMIT 1 BY prev_author
+LIMIT 20
+
+┌─prev_author──────────┬─author───────────┬─────c─┐
+│ Ivan                 │ Alexey Milovidov │ 18554 │
+│ Alexey Arno          │ Alexey Milovidov │ 18475 │
+│ Michael Kolupaev     │ Alexey Milovidov │ 14135 │
+│ Alexey Milovidov     │ Nikolai Kochetov │ 13435 │
+│ Andrey Mironov       │ Alexey Milovidov │ 10418 │
+│ proller              │ Alexey Milovidov │  7280 │
+│ Nikolai Kochetov     │ Alexey Milovidov │  6806 │
+│ alexey-milovidov     │ Alexey Milovidov │  5027 │
+│ Vitaliy Lyudvichenko │ Alexey Milovidov │  4390 │
+│ Amos Bird            │ Ivan Lezhankin   │  3125 │
+│ f1yegor              │ Alexey Milovidov │  3119 │
+│ Pavel Kartavyy       │ Alexey Milovidov │  3087 │
+│ Alexey Zatelepin     │ Alexey Milovidov │  2978 │
+│ alesapin             │ Alexey Milovidov │  2949 │
+│ Sergey Fedorov       │ Alexey Milovidov │  2727 │
+│ Ivan Lezhankin       │ Alexey Milovidov │  2618 │
+│ Vasily Nemkov        │ Alexey Milovidov │  2547 │
+│ Alexander Tokmakov   │ Alexey Milovidov │  2493 │
+│ Nikita Vasilev       │ Maksim Kita      │  2420 │
+│ Anton Popov          │ Amos Bird        │  2127 │
+└──────────────────────┴──────────────────┴───────┘
+
+20 rows in set. Elapsed: 0.098 sec. Processed 7.54 million rows, 42.16 MB (76.67 million rows/s., 428.99 MB/s.)
+```
+
+## Who is the highest percentage contributor per day of week?
+
+If we consider by just number of commits:
+
+```sql
+SELECT
+    day_of_week,
+    author,
+    count() AS c
+FROM git.commits
+GROUP BY
+    dayOfWeek(time) AS day_of_week,
+    author
+ORDER BY
+    day_of_week ASC,
+    c DESC
+LIMIT 1 BY day_of_week
+
+┌─day_of_week─┬─author───────────┬────c─┐
+│           1 │ Alexey Milovidov │ 2204 │
+│           2 │ Alexey Milovidov │ 1588 │
+│           3 │ Alexey Milovidov │ 1725 │
+│           4 │ Alexey Milovidov │ 1915 │
+│           5 │ Alexey Milovidov │ 1940 │
+│           6 │ Alexey Milovidov │ 1851 │
+│           7 │ Alexey Milovidov │ 2400 │
+└─────────────┴──────────────────┴──────┘
+
+7 rows in set. Elapsed: 0.012 sec. Processed 62.78 thousand rows, 395.47 KB (5.44 million rows/s., 34.27 MB/s.)
+```
+
+Ok, some possible advantages here to the longest contributor - our founder Alexey. Lets limit our analysis to the last year.
+
+
+```sql
+SELECT
+    day_of_week,
+    author,
+    count() AS c
+FROM git.commits
+WHERE time > (now() - toIntervalYear(1))
+GROUP BY
+    dayOfWeek(time) AS day_of_week,
+    author
+ORDER BY
+    day_of_week ASC,
+    c DESC
+LIMIT 1 BY day_of_week
+
+┌─day_of_week─┬─author───────────┬───c─┐
+│           1 │ Alexey Milovidov │ 198 │
+│           2 │ alesapin         │ 162 │
+│           3 │ alesapin         │ 163 │
+│           4 │ Azat Khuzhin     │ 166 │
+│           5 │ alesapin         │ 191 │
+│           6 │ Alexey Milovidov │ 179 │
+│           7 │ Alexey Milovidov │ 243 │
+└─────────────┴──────────────────┴─────┘
+
+7 rows in set. Elapsed: 0.004 sec. Processed 21.82 thousand rows, 140.02 KB (4.88 million rows/s., 31.29 MB/s.)
+```
+
+This is still alittle simple and doesn't reflect people's work. 
+
+A better metric might be who is the top contributor each day as a fraction of the total work performed in the last year. Note that we treat the deletion and adding code equally.
+
+```sql
+SELECT
+    top_author.day_of_week,
+    top_author.author,
+    top_author.author_work / all_work.total_work AS top_author_percent
+FROM
+(
+    SELECT
+        day_of_week,
+        author,
+        sum(lines_added) + sum(lines_deleted) AS author_work
+    FROM git.file_changes
+    WHERE time > (now() - toIntervalYear(1))
+    GROUP BY
+        author,
+        dayOfWeek(time) AS day_of_week
+    ORDER BY
+        day_of_week ASC,
+        author_work DESC
+    LIMIT 1 BY day_of_week
+) AS top_author
+INNER JOIN
+(
+    SELECT
+        day_of_week,
+        sum(lines_added) + sum(lines_deleted) AS total_work
+    FROM git.file_changes
+    WHERE time > (now() - toIntervalYear(1))
+    GROUP BY dayOfWeek(time) AS day_of_week
+) AS all_work USING (day_of_week)
+
+┌─day_of_week─┬─author──────────────┬──top_author_percent─┐
+│           1 │ Alexey Milovidov    │  0.3168282877768332 │
+│           2 │ Mikhail f. Shiryaev │  0.3523434231193969 │
+│           3 │ vdimir              │ 0.11859742484577324 │
+│           4 │ Nikolay Degterinsky │ 0.34577318920318467 │
+│           5 │ Alexey Milovidov    │ 0.13208704423684223 │
+│           6 │ Alexey Milovidov    │ 0.18895257783624633 │
+│           7 │ Robert Schulze      │  0.3617405888930302 │
+└─────────────┴─────────────────────┴─────────────────────┘
+
+7 rows in set. Elapsed: 0.014 sec. Processed 106.12 thousand rows, 1.38 MB (7.61 million rows/s., 98.65 MB/s.)
+```
+
+## Distribution of code age across repository
+
+We limit the analysis to the current files. For brevity, we restrict the results to a depth of 2 with 5 files per root folder. Adjust as required.
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    concat(root, '/', sub_folder) AS folder,
+    round(avg(days_present)) AS avg_age_of_files,
+    min(days_present) AS min_age_files,
+    max(days_present) AS max_age_files,
+    count() AS c
+FROM
+(
+    SELECT
+        path,
+        dateDiff('day', min(time), toDate('2022-11-03')) AS days_present
+    FROM git.file_changes
+    WHERE (path IN (current_files)) AND (file_extension IN ('h', 'cpp', 'sql'))
+    GROUP BY path
+)
+GROUP BY
+    splitByChar('/', path)[1] AS root,
+    splitByChar('/', path)[2] AS sub_folder
+ORDER BY
+    root ASC,
+    c DESC
+LIMIT 5 BY root
+
+┌─folder───────────────────────────┬─avg_age_of_files─┬─min_age_files─┬─max_age_files─┬────c─┐
+│ base/base                        │              387 │           201 │           397 │   84 │
+│ base/glibc-compatibility         │              887 │            59 │           993 │   19 │
+│ base/consistent-hashing          │              993 │           993 │           993 │    5 │
+│ base/widechar_width              │              993 │           993 │           993 │    2 │
+│ base/consistent-hashing-sumbur   │              993 │           993 │           993 │    2 │
+│ docker/test                      │             1043 │          1043 │          1043 │    1 │
+│ programs/odbc-bridge             │              835 │            91 │           945 │   25 │
+│ programs/copier                  │              587 │            14 │           945 │   22 │
+│ programs/library-bridge          │              155 │            47 │           608 │   21 │
+│ programs/disks                   │              144 │            62 │           150 │   14 │
+│ programs/server                  │              874 │           709 │           945 │   10 │
+│ rust/BLAKE3                      │               52 │            52 │            52 │    1 │
+│ src/Functions                    │              752 │             0 │           944 │  809 │
+│ src/Storages                     │              700 │             8 │           944 │  736 │
+│ src/Interpreters                 │              684 │             3 │           944 │  490 │
+│ src/Processors                   │              703 │            44 │           944 │  482 │
+│ src/Common                       │              673 │             7 │           944 │  473 │
+│ tests/queries                    │              674 │            -5 │           945 │ 3777 │
+│ tests/integration                │              656 │           132 │           945 │    4 │
+│ utils/memcpy-bench               │              601 │           599 │           605 │   10 │
+│ utils/keeper-bench               │              570 │           569 │           570 │    7 │
+│ utils/durability-test            │              793 │           793 │           793 │    4 │
+│ utils/self-extracting-executable │              143 │           143 │           143 │    3 │
+│ utils/self-extr-exec             │              224 │           224 │           224 │    2 │
+└──────────────────────────────────┴──────────────────┴───────────────┴───────────────┴──────┘
+
+24 rows in set. Elapsed: 0.129 sec. Processed 798.15 thousand rows, 15.11 MB (6.19 million rows/s., 117.08 MB/s.)
+```
+
+## What percentage of code for an author has been removed by other authors?
+
+For this question, we need the number of lines written by an author divided by the total number of lines they have had removed by another contributor.
+
+```sql
+SELECT
+    k,
+    written_code.c,
+    removed_code.c,
+    removed_code.c / written_code.c AS remove_ratio
+FROM
+(
+    SELECT
+        author AS k,
+        count() AS c
+    FROM git.line_changes
+    WHERE (sign = 1) AND (file_extension IN ('h', 'cpp')) AND (line_type NOT IN ('Punct', 'Empty'))
+    GROUP BY k
+) AS written_code
+INNER JOIN
+(
+    SELECT
+        prev_author AS k,
+        count() AS c
+    FROM git.line_changes
+    WHERE (sign = -1) AND (file_extension IN ('h', 'cpp')) AND (line_type NOT IN ('Punct', 'Empty')) AND (author != prev_author)
+    GROUP BY k
+) AS removed_code USING (k)
+WHERE written_code.c > 1000
+ORDER BY remove_ratio DESC
+LIMIT 10
+
+┌─k──────────────────┬─────c─┬─removed_code.c─┬───────remove_ratio─┐
+│ Marek Vavruša      │  1458 │           1318 │ 0.9039780521262003 │
+│ Ivan               │ 32715 │          27500 │ 0.8405930001528351 │
+│ artpaul            │  3450 │           2840 │ 0.8231884057971014 │
+│ Silviu Caragea     │  1542 │           1209 │ 0.7840466926070039 │
+│ Ruslan             │  1027 │            802 │ 0.7809152872444012 │
+│ Tsarkova Anastasia │  1755 │           1364 │ 0.7772079772079772 │
+│ Vyacheslav Alipov  │  3526 │           2727 │ 0.7733976176971072 │
+│ Marek Vavruša      │  1467 │           1124 │ 0.7661895023858214 │
+│ f1yegor            │  7194 │           5213 │ 0.7246316374756742 │
+│ kreuzerkrieg       │  3406 │           2468 │  0.724603640634175 │
+└────────────────────┴───────┴────────────────┴────────────────────┘
+
+10 rows in set. Elapsed: 0.126 sec. Processed 15.07 million rows, 73.51 MB (119.97 million rows/s., 585.16 MB/s.)
+```
+
+## List files that were rewritten most number of times?
+
+We consider a rewrite to be when over 50% of the file are deleted, and 50% added. Adjust the query to your own interpretation of what constitutes this.
+
+The query is limited to the current files only. We list all file changes by grouping by `path` and `commit_hash`, returning the number of lines added and removed. Using a window function, we estimate the file's total size at any moment in time by performing a cumulative sum and estimating the impact of any change on file size as `lines added - lines removed`. Using this statistic, we can calculate the percentage of the file that has been added or removed for each change. Finally, we count the number of file changes that constitute a rewrite per file i.e. `(percent_add >= 0.5) AND (percent_delete >= 0.5) AND current_size > 50`. Note we require files to be more than 50 lines to avoid early contributions to a file being counted as a rewrite. This also avoids a bias to very small files, which may be more likely to be rewritten.
+
+
+```sql
+WITH
+    current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    ),
+    file_changes AS
+    (
+        SELECT
+            path,
+            max(time) AS max_time,
+            commit_hash,
+            any(lines_added) AS num_added,
+            any(lines_deleted) AS num_deleted,
+            any(change_type) AS type
+        FROM git.file_changes
+        WHERE (change_type IN ('Add', 'Modify')) AND (path IN (current_files)) AND (file_extension IN ('h', 'cpp', 'sql'))
+        GROUP BY
+            path,
+            commit_hash
+        ORDER BY
+            path ASC,
+            max_time ASC
+    ),
+    rewrites AS
+    (
+        SELECT
+            path,
+            commit_hash,
+            max_time,
+            type,
+            num_added,
+            num_deleted,
+            sum(num_added - num_deleted) OVER (PARTITION BY path ORDER BY max_time ASC) AS current_size,
+            if(current_size > 0, num_added / current_size, 0) AS percent_add,
+            if(current_size > 0, num_deleted / current_size, 0) AS percent_delete
+        FROM file_changes
+    )
+SELECT
+    path,
+    count() AS num_rewrites
+FROM rewrites
+WHERE (type = 'Modify') AND (percent_add >= 0.5) AND (percent_delete >= 0.5) AND (current_size > 50)
+GROUP BY path
+ORDER BY num_rewrites DESC
+LIMIT 10
+
+┌─path──────────────────────────────────────────────────┬─num_rewrites─┐
+│ src/Storages/WindowView/StorageWindowView.cpp         │            8 │
+│ src/Functions/array/arrayIndex.h                      │            7 │
+│ src/Dictionaries/CacheDictionary.cpp                  │            6 │
+│ src/Dictionaries/RangeHashedDictionary.cpp            │            5 │
+│ programs/client/Client.cpp                            │            4 │
+│ src/Functions/polygonPerimeter.cpp                    │            4 │
+│ src/Functions/polygonsEquals.cpp                      │            4 │
+│ src/Functions/polygonsWithin.cpp                      │            4 │
+│ src/Processors/Formats/Impl/ArrowColumnToCHColumn.cpp │            4 │
+│ src/Functions/polygonsSymDifference.cpp               │            4 │
+└───────────────────────────────────────────────────────┴──────────────┘
+
+10 rows in set. Elapsed: 0.299 sec. Processed 798.15 thousand rows, 31.52 MB (2.67 million rows/s., 105.29 MB/s.)
+```
+
+## What weekday does the code have the highest chance to stay in the repository?
+
+For this, we need to identify a line of code uniquely. We estimate this(as the same line may appear multiple times in a file) using the path and line contents.
+
+We query for lines added, joining this with the lines removed - filtering to cases where the latter occurs more recently than the former. This gives us the deleted lines from which we can compute the time between these two events.
+
+Finally, we aggregate across this dataset to compute the average number of days lines stay in the repository by the day of the week.
+
+```sql
+SELECT
+    day_of_week_added,
+    count() AS num,
+    avg(days_present) AS avg_days_present
+FROM
+(
+    SELECT
+        added_code.line,
+        added_code.time AS added_day,
+        dateDiff('day', added_code.time, removed_code.time) AS days_present
+    FROM
+    (
+        SELECT
+            path,
+            line,
+            max(time) AS time
+        FROM git.line_changes
+        WHERE (sign = 1) AND (line_type NOT IN ('Punct', 'Empty'))
+        GROUP BY
+            path,
+            line
+    ) AS added_code
+    INNER JOIN
+    (
+        SELECT
+            path,
+            line,
+            max(time) AS time
+        FROM git.line_changes
+        WHERE (sign = -1) AND (line_type NOT IN ('Punct', 'Empty'))
+        GROUP BY
+            path,
+            line
+    ) AS removed_code USING (path, line)
+    WHERE removed_code.time > added_code.time
+)
+GROUP BY dayOfWeek(added_day) AS day_of_week_added
+
+┌─day_of_week_added─┬────num─┬───avg_days_present─┐
+│                 1 │ 171879 │ 193.81759260875384 │
+│                 2 │ 141448 │  153.0931013517335 │
+│                 3 │ 161230 │ 137.61553681076722 │
+│                 4 │ 255728 │ 121.14149799787273 │
+│                 5 │ 203907 │ 141.60181847606998 │
+│                 6 │  62305 │ 202.43449161383518 │
+│                 7 │  70904 │  220.0266134491707 │
+└───────────────────┴────────┴────────────────────┘
+
+7 rows in set. Elapsed: 3.965 sec. Processed 15.07 million rows, 1.92 GB (3.80 million rows/s., 483.50 MB/s.)
+```
+
+## Files sorted by average code age
+
+This query uses the same principle as [What weekday does the code have the highest chance to stay in the repository](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository) - by aiming to uniquely identify a line of code using the path and line contents.
+This allows us to identify the time between when a line was added and removed. We filter to current files and code only, however, and average the time for each file across lines.
+
+```sql
+WITH
+    current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    ),
+    lines_removed AS
+    (
+        SELECT
+            added_code.path AS path,
+            added_code.line,
+            added_code.time AS added_day,
+            dateDiff('day', added_code.time, removed_code.time) AS days_present
+        FROM
+        (
+            SELECT
+                path,
+                line,
+                max(time) AS time,
+                any(file_extension) AS file_extension
+            FROM git.line_changes
+            WHERE (sign = 1) AND (line_type NOT IN ('Punct', 'Empty'))
+            GROUP BY
+                path,
+                line
+        ) AS added_code
+        INNER JOIN
+        (
+            SELECT
+                path,
+                line,
+                max(time) AS time
+            FROM git.line_changes
+            WHERE (sign = -1) AND (line_type NOT IN ('Punct', 'Empty'))
+            GROUP BY
+                path,
+                line
+        ) AS removed_code USING (path, line)
+        WHERE (removed_code.time > added_code.time) AND (path IN (current_files)) AND (file_extension IN ('h', 'cpp', 'sql'))
+    )
+SELECT
+    path,
+    avg(days_present) AS avg_code_age
+FROM lines_removed
+GROUP BY path
+ORDER BY avg_code_age DESC
+LIMIT 10
+
+┌─path────────────────────────────────────────────────────────────┬──────avg_code_age─┐
+│ utils/corrector_utf8/corrector_utf8.cpp                         │ 1353.888888888889 │
+│ tests/queries/0_stateless/01288_shard_max_network_bandwidth.sql │               881 │
+│ src/Functions/replaceRegexpOne.cpp                              │               861 │
+│ src/Functions/replaceRegexpAll.cpp                              │               861 │
+│ src/Functions/replaceOne.cpp                                    │               861 │
+│ utils/zookeeper-remove-by-list/main.cpp                         │            838.25 │
+│ tests/queries/0_stateless/01356_state_resample.sql              │               819 │
+│ tests/queries/0_stateless/01293_create_role.sql                 │               819 │
+│ src/Functions/ReplaceStringImpl.h                               │               810 │
+│ src/Interpreters/createBlockSelector.cpp                        │               795 │
+└─────────────────────────────────────────────────────────────────┴───────────────────┘
+
+10 rows in set. Elapsed: 3.134 sec. Processed 16.13 million rows, 1.83 GB (5.15 million rows/s., 582.99 MB/s.)
+```
+
+## Who tends to write more tests / cpp code / comments?
+
+There are a few ways we can address this question. Focusing on the code to test ratio, this query is relatively simple - count the number of contributions to folders containing `tests` and compute the ratio to total contributions.
+
+Note we limit to users with more than 20 changes to focus on regular committers and avoid a bias to one-off contributions.
+
+```sql
+SELECT
+    author,
+    countIf((file_extension NOT IN ('h', 'cpp')) AND (path LIKE '%tests%')) AS test,
+    countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
+    code / (code + test) AS ratio_code
+FROM git.file_changes
+GROUP BY author
+HAVING code > 20
+ORDER BY code DESC
+LIMIT 20
+
+┌─author───────────────┬─test─┬──code─┬─────────ratio_code─┐
+│ Alexey Milovidov     │ 9016 │ 41799 │ 0.8225720751746531 │
+│ Nikolai Kochetov     │ 1376 │ 13361 │ 0.9066295718260161 │
+│ alesapin             │ 3704 │  8796 │            0.70368 │
+│ kssenii              │ 1257 │  6769 │  0.843384001993521 │
+│ Maksim Kita          │ 1352 │  5862 │ 0.8125866370945384 │
+│ Alexander Tokmakov   │ 2011 │  5727 │  0.740113724476609 │
+│ Vitaly Baranov       │ 2245 │  5521 │ 0.7109193922225083 │
+│ Ivan Lezhankin       │  803 │  4698 │ 0.8540265406289765 │
+│ Anton Popov          │ 1056 │  4346 │ 0.8045168456127361 │
+│ Ivan                 │ 4937 │  4269 │ 0.4637193134912014 │
+│ Azat Khuzhin         │ 2651 │  3697 │ 0.5823881537492124 │
+│ Amos Bird            │  702 │  2901 │ 0.8051623646960866 │
+│ proller              │ 1662 │  2377 │ 0.5885120079227532 │
+│ chertus              │  706 │  2359 │ 0.7696574225122349 │
+│ alexey-milovidov     │  330 │  2321 │ 0.8755186721991701 │
+│ Alexey Arno          │  207 │  2310 │ 0.9177592371871275 │
+│ Vitaliy Lyudvichenko │  479 │  2283 │ 0.8265749456915279 │
+│ Robert Schulze       │  328 │  2196 │ 0.8700475435816165 │
+│ CurtizJ              │  812 │  2158 │ 0.7265993265993266 │
+│ Alexander Kuzmenkov  │ 1198 │  2092 │ 0.6358662613981763 │
+└──────────────────────┴──────┴───────┴────────────────────┘
+
+20 rows in set. Elapsed: 0.034 sec. Processed 266.05 thousand rows, 4.65 MB (7.93 million rows/s., 138.76 MB/s.)
+```
+
+We can plot this distribution as a histogram.
+
+```sql
+WITH (
+        SELECT histogram(10)(ratio_code) AS hist
+        FROM
+        (
+            SELECT
+                author,
+                countIf((file_extension NOT IN ('h', 'cpp')) AND (path LIKE '%tests%')) AS test,
+                countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
+                code / (code + test) AS ratio_code
+            FROM git.file_changes
+            GROUP BY author
+            HAVING code > 20
+        )
+    ) AS hist
+SELECT
+    arrayJoin(hist).1 AS lower,
+    arrayJoin(hist).2 AS upper,
+    bar(arrayJoin(hist).3, 0, 100, 20) AS bar
+
+┌────────────────lower─┬───────────────upper─┬─bar───────────┐
+│ 0.033562166285278416 │ 0.08337307389808846 │ ▏             │
+│  0.08337307389808846 │ 0.17470067710547066 │ ▍             │
+│  0.17470067710547066 │ 0.25909878535992237 │ ▍             │
+│  0.25909878535992237 │  0.3775444108257119 │ ▋             │
+│   0.3775444108257119 │  0.5108436376911997 │ ███▏          │
+│   0.5108436376911997 │   0.627700343453621 │ █████▋        │
+│    0.627700343453621 │  0.7417374581723406 │ ███████████▊  │
+│   0.7417374581723406 │  0.8467725898688147 │ ████████████▏ │
+│   0.8467725898688147 │  0.9427852671078976 │ ██████████▌   │
+│   0.9427852671078976 │                   1 │ █████████▊    │
+└──────────────────────┴─────────────────────┴───────────────┘
+
+10 rows in set. Elapsed: 0.053 sec. Processed 266.05 thousand rows, 4.65 MB (5.01 million rows/s., 87.61 MB/s.)
+```
+
+Most contributors write more code than tests, as you'd expect.
+
+What about who adds the most comments when contributing code?
+
+```sql
+SELECT
+    author,
+    countIf((line_type = 'Comment') OR (line_type = 'Punct')) AS comments,
+    countIf(line_type = 'Code') AS code,
+    comments / (comments + code) AS ratio_comments
+FROM git.line_changes
+WHERE (file_extension IN ('h', 'cpp', 'sql')) AND (sign = 1)
+GROUP BY author
+HAVING code > 20
+ORDER BY code DESC
+LIMIT 10
+
+┌─author─────────────┬─comments─┬───code─┬──────ratio_comments─┐
+│ Alexey Milovidov   │   100869 │ 356978 │ 0.22031158880586746 │
+│ Nikolai Kochetov   │    34057 │ 113261 │  0.2311801680717903 │
+│ Vitaly Baranov     │    24994 │  84504 │ 0.22825987689272864 │
+│ Maksim Kita        │    23338 │  78778 │ 0.22854400877433506 │
+│ alesapin           │    21976 │  72279 │ 0.23315473980160203 │
+│ kssenii            │    19465 │  61852 │ 0.23937184106644366 │
+│ Alexey Arno        │    16469 │  61674 │ 0.21075464213045314 │
+│ Alexander Tokmakov │    10760 │  41964 │ 0.20408163265306123 │
+│ Anton Popov        │     9158 │  38448 │  0.1923707095744234 │
+│ Ivan               │     6480 │  33711 │   0.161230126147645 │
+└────────────────────┴──────────┴────────┴─────────────────────┘
+
+10 rows in set. Elapsed: 0.136 sec. Processed 7.54 million rows, 31.57 MB (55.33 million rows/s., 231.83 MB/s.)
+```
+
+Surprisingly high % for all our contributors and part of what makes our code soo readable.
+
+## How does an authors commits change over time with respect to code/comments percentage?
+
+To compute this by author is trivial,
+
+```sql
+SELECT
+    author,
+    countIf(line_type = 'Code') AS code_lines,
+    countIf((line_type = 'Comment') OR (line_type = 'Punct')) AS comments,
+    code_lines / (comments + code_lines) AS ratio_code,
+    toStartOfWeek(time) AS week
+FROM git.line_changes
+GROUP BY
+    time,
+    author
+ORDER BY
+    author ASC,
+    time ASC
+LIMIT 10
+
+┌─author──────────────────────┬─code_lines─┬─comments─┬─────────ratio_code─┬───────week─┐
+│ 1lann                       │          8 │        0 │                  1 │ 2022-03-06 │
+│ 20018712                    │          2 │        0 │                  1 │ 2020-09-13 │
+│ 243f6a8885a308d313198a2e037 │          0 │        2 │                  0 │ 2020-12-06 │
+│ 243f6a8885a308d313198a2e037 │          0 │      112 │                  0 │ 2020-12-06 │
+│ 243f6a8885a308d313198a2e037 │          0 │       14 │                  0 │ 2020-12-06 │
+│ 3ldar-nasyrov               │          2 │        0 │                  1 │ 2021-03-14 │
+│ 821008736@qq.com            │         27 │        2 │ 0.9310344827586207 │ 2019-04-21 │
+│ ANDREI STAROVEROV           │        182 │       60 │ 0.7520661157024794 │ 2021-05-09 │
+│ ANDREI STAROVEROV           │          7 │        0 │                  1 │ 2021-05-09 │
+│ ANDREI STAROVEROV           │         32 │       12 │ 0.7272727272727273 │ 2021-05-09 │
+└─────────────────────────────┴────────────┴──────────┴────────────────────┴────────────┘
+
+10 rows in set. Elapsed: 0.145 sec. Processed 7.54 million rows, 51.09 MB (51.83 million rows/s., 351.44 MB/s.)
+```
+
+Ideally, however, we want to see how this changes in aggregate across all authors from the first day they start committing. Do they slowly reduce the number of comments they write?
+
+To compute this, we first work out each author's comments ratio over time - similar to [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments). This is joined against each author's start date, allowing us to calculate the comment ratio by week offset.
+
+After calculating the average by-week offset across all authors, we sample these results by selecting every 10th week.
+
+```sql
+WITH author_ratios_by_offset AS
+    (
+        SELECT
+            author,
+            dateDiff('week', start_dates.start_date, contributions.week) AS week_offset,
+            ratio_code
+        FROM
+        (
+            SELECT
+                author,
+                toStartOfWeek(min(time)) AS start_date
+            FROM git.line_changes
+            WHERE file_extension IN ('h', 'cpp', 'sql')
+            GROUP BY author AS start_dates
+        ) AS start_dates
+        INNER JOIN
+        (
+            SELECT
+                author,
+                countIf(line_type = 'Code') AS code,
+                countIf((line_type = 'Comment') OR (line_type = 'Punct')) AS comments,
+                comments / (comments + code) AS ratio_code,
+                toStartOfWeek(time) AS week
+            FROM git.line_changes
+            WHERE (file_extension IN ('h', 'cpp', 'sql')) AND (sign = 1)
+            GROUP BY
+                time,
+                author
+            HAVING code > 20
+            ORDER BY
+                author ASC,
+                time ASC
+        ) AS contributions USING (author)
+    )
+SELECT
+    week_offset,
+    avg(ratio_code) AS avg_code_ratio
+FROM author_ratios_by_offset
+GROUP BY week_offset
+HAVING (week_offset % 10) = 0
+ORDER BY week_offset ASC
+LIMIT 20
+
+┌─week_offset─┬──────avg_code_ratio─┐
+│           0 │ 0.21626798253005078 │
+│          10 │ 0.18299433892099454 │
+│          20 │ 0.22847255749045017 │
+│          30 │  0.2037816688365288 │
+│          40 │  0.1987063517030308 │
+│          50 │ 0.17341406302829748 │
+│          60 │  0.1808884776496144 │
+│          70 │ 0.18711773536450496 │
+│          80 │ 0.18905573684766458 │
+│          90 │  0.2505147771581594 │
+│         100 │  0.2427673990917429 │
+│         110 │ 0.19088569009169926 │
+│         120 │ 0.14218574654598348 │
+│         130 │ 0.20894252550489317 │
+│         140 │ 0.22316626978848397 │
+│         150 │  0.1859507592277053 │
+│         160 │ 0.22007759757363546 │
+│         170 │ 0.20406936638195144 │
+│         180 │  0.1412102467834332 │
+│         190 │ 0.20677550885049117 │
+└─────────────┴─────────────────────┘
+
+20 rows in set. Elapsed: 0.167 sec. Processed 15.07 million rows, 101.74 MB (90.51 million rows/s., 610.98 MB/s.)
+```
+
+Encouragingly, our comment % is pretty constant and doesn't degrade the longer authors contribute.
+
+## What is the average time before code will be rewritten and the median (half-life of code decay)?
+
+We can use the same principle as [List files that were rewritten most number of time or by most of authors](#list-files-that-were-rewritten-most-number-of-time-or-by-most-of-authors) to identify rewrites but consider all files. A window function is used to compute the time between rewrites for each file. From this, we can calculate an average and median across all files.
+
+```sql
+
+WITH
+    changes AS
+    (
+        SELECT
+            path,
+            commit_hash,
+            max_time,
+            type,
+            num_added,
+            num_deleted,
+            sum(num_added - num_deleted) OVER (PARTITION BY path ORDER BY max_time ASC) AS current_size,
+            if(current_size > 0, num_added / current_size, 0) AS percent_add,
+            if(current_size > 0, num_deleted / current_size, 0) AS percent_delete
+        FROM
+        (
+            SELECT
+                path,
+                max(time) AS max_time,
+                commit_hash,
+                any(lines_added) AS num_added,
+                any(lines_deleted) AS num_deleted,
+                any(change_type) AS type
+            FROM git.file_changes
+            WHERE (change_type IN ('Add', 'Modify')) AND (file_extension IN ('h', 'cpp', 'sql'))
+            GROUP BY
+                path,
+                commit_hash
+            ORDER BY
+                path ASC,
+                max_time ASC
+        )
+    ),
+    rewrites AS
+    (
+        SELECT
+            *,
+            any(max_time) OVER (PARTITION BY path ORDER BY max_time ASC ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS previous_rewrite,
+            dateDiff('day', previous_rewrite, max_time) AS rewrite_days
+        FROM changes
+        WHERE (type = 'Modify') AND (percent_add >= 0.5) AND (percent_delete >= 0.5) AND (current_size > 50)
+    )
+SELECT
+    avgIf(rewrite_days, rewrite_days > 0) AS avg_rewrite_time,
+    quantilesTimingIf(0.5)(rewrite_days, rewrite_days > 0) AS half_life
+FROM rewrites
+
+┌─avg_rewrite_time─┬─half_life─┐
+│      122.2890625 │ [23]      │
+└──────────────────┴───────────┘
+
+1 row in set. Elapsed: 0.388 sec. Processed 266.05 thousand rows, 22.85 MB (685.82 thousand rows/s., 58.89 MB/s.)
+```
+
+## What is the worst time to write code in sense that the code has highest chance to be re-written?
+
+Similar to [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay) and [List files that were rewritten most number of time or by most of authors](#list-files-that-were-rewritten-most-number-of-time-or-by-most-of-authors), except we aggregate by day of week. Adjust as required e.g. month of year.
+
+```sql
+WITH
+    changes AS
+    (
+        SELECT
+            path,
+            commit_hash,
+            max_time,
+            type,
+            num_added,
+            num_deleted,
+            sum(num_added - num_deleted) OVER (PARTITION BY path ORDER BY max_time ASC) AS current_size,
+            if(current_size > 0, num_added / current_size, 0) AS percent_add,
+            if(current_size > 0, num_deleted / current_size, 0) AS percent_delete
+        FROM
+        (
+            SELECT
+                path,
+                max(time) AS max_time,
+                commit_hash,
+                any(file_lines_added) AS num_added,
+                any(file_lines_deleted) AS num_deleted,
+                any(file_change_type) AS type
+            FROM git.line_changes
+            WHERE (file_change_type IN ('Add', 'Modify')) AND (file_extension IN ('h', 'cpp', 'sql'))
+            GROUP BY
+                path,
+                commit_hash
+            ORDER BY
+                path ASC,
+                max_time ASC
+        )
+    ),
+    rewrites AS
+    (
+        SELECT any(max_time) OVER (PARTITION BY path ORDER BY max_time ASC ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS previous_rewrite
+        FROM changes
+        WHERE (type = 'Modify') AND (percent_add >= 0.5) AND (percent_delete >= 0.5) AND (current_size > 50)
+    )
+SELECT
+    dayOfWeek(previous_rewrite) AS dayOfWeek,
+    count() AS num_re_writes
+FROM rewrites
+GROUP BY dayOfWeek
+
+┌─dayOfWeek─┬─num_re_writes─┐
+│         1 │           111 │
+│         2 │           121 │
+│         3 │            91 │
+│         4 │           111 │
+│         5 │            90 │
+│         6 │            64 │
+│         7 │            46 │
+└───────────┴───────────────┘
+
+7 rows in set. Elapsed: 0.466 sec. Processed 7.54 million rows, 701.52 MB (16.15 million rows/s., 1.50 GB/s.)
+```
+
+## Which authors code is the most sticky?
+
+We define "sticky" as how long does an author's code stay before its rewritten. Similar to the previous question [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay) - using the same metric for rewrites i.e. 50% additions and 50% deletions to the file. We compute the average rewrite time per author and only consider contributors with more than two files.
+
+```sql
+WITH
+    changes AS
+    (
+        SELECT
+            path,
+            author,
+            commit_hash,
+            max_time,
+            type,
+            num_added,
+            num_deleted,
+            sum(num_added - num_deleted) OVER (PARTITION BY path ORDER BY max_time ASC) AS current_size,
+            if(current_size > 0, num_added / current_size, 0) AS percent_add,
+            if(current_size > 0, num_deleted / current_size, 0) AS percent_delete
+        FROM
+        (
+            SELECT
+                path,
+                any(author) AS author,
+                max(time) AS max_time,
+                commit_hash,
+                any(file_lines_added) AS num_added,
+                any(file_lines_deleted) AS num_deleted,
+                any(file_change_type) AS type
+            FROM git.line_changes
+            WHERE (file_change_type IN ('Add', 'Modify')) AND (file_extension IN ('h', 'cpp', 'sql'))
+            GROUP BY
+                path,
+                commit_hash
+            ORDER BY
+                path ASC,
+                max_time ASC
+        )
+    ),
+    rewrites AS
+    (
+        SELECT
+            *,
+            any(max_time) OVER (PARTITION BY path ORDER BY max_time ASC ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS previous_rewrite,
+            dateDiff('day', previous_rewrite, max_time) AS rewrite_days,
+            any(author) OVER (PARTITION BY path ORDER BY max_time ASC ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS prev_author
+        FROM changes
+        WHERE (type = 'Modify') AND (percent_add >= 0.5) AND (percent_delete >= 0.5) AND (current_size > 50)
+    )
+SELECT
+    prev_author,
+    avg(rewrite_days) AS c,
+    uniq(path) AS num_files
+FROM rewrites
+GROUP BY prev_author
+HAVING num_files > 2
+ORDER BY c DESC
+LIMIT 10
+
+┌─prev_author─────────┬──────────────────c─┬─num_files─┐
+│ Michael Kolupaev    │              304.6 │         4 │
+│ alexey-milovidov    │  81.83333333333333 │         4 │
+│ Alexander Kuzmenkov │               64.5 │         5 │
+│ Pavel Kruglov       │               55.8 │         6 │
+│ Alexey Milovidov    │ 48.416666666666664 │        90 │
+│ Amos Bird           │               42.8 │         4 │
+│ alesapin            │ 38.083333333333336 │        12 │
+│ Nikolai Kochetov    │  33.18421052631579 │        26 │
+│ Alexander Tokmakov  │ 31.866666666666667 │        12 │
+│ Alexey Zatelepin    │               22.5 │         4 │
+└─────────────────────┴────────────────────┴───────────┘
+
+10 rows in set. Elapsed: 0.555 sec. Processed 7.54 million rows, 720.60 MB (13.58 million rows/s., 1.30 GB/s.)
+```
+
+## Most consecutive days of commits by an author
+
+This query first requires us to calculate the days when an author has committed. Using a window function, partitioning by author, we can compute the days between their commits. For each commit, if the time since the last commit was 1 day we mark it as consecutive (1) and 0 otherwise - storing this result in `consecutive_day`.
+
+Our subsequent array functions compute each author's longest sequence of consecutive ones. First, the `groupArray` function is used to collate all `consecutive_day` values for an author. This array of 1s and 0s, is then split on 0 values into subarrays. Finally, we calculate the longest subarray.
+
+```sql
+WITH commit_days AS
+    (
+        SELECT
+            author,
+            day,
+            any(day) OVER (PARTITION BY author ORDER BY day ASC ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS previous_commit,
+            dateDiff('day', previous_commit, day) AS days_since_last,
+            if(days_since_last = 1, 1, 0) AS consecutive_day
+        FROM
+        (
+            SELECT
+                author,
+                toStartOfDay(time) AS day
+            FROM git.commits
+            GROUP BY
+                author,
+                day
+            ORDER BY
+                author ASC,
+                day ASC
+        )
+    )
+SELECT
+    author,
+    arrayMax(arrayMap(x -> length(x), arraySplit(x -> (x = 0), groupArray(consecutive_day)))) AS max_consecutive_days
+FROM commit_days
+GROUP BY author
+ORDER BY max_consecutive_days DESC
+LIMIT 10
+
+┌─author───────────┬─max_consecutive_days─┐
+│ kssenii          │                   33 │
+│ Alexey Milovidov │                   31 │
+│ alesapin         │                   27 │
+│ Azat Khuzhin     │                   24 │
+│ Nikolai Kochetov │                   16 │
+│ Igor Nikonov     │                   12 │
+│ feng lv          │                   12 │
+│ alexey-milovidov │                   12 │
+│ Maksim Kita      │                   12 │
+│ Nikita Vasilev   │                   12 │
+└──────────────────┴──────────────────────┘
+
+10 rows in set. Elapsed: 0.025 sec. Processed 62.78 thousand rows, 395.47 KB (2.54 million rows/s., 16.02 MB/s.)
+```
+
+## Line by line commit history of a file
+
+Files can be renamed. When this occurs, we get a rename event, where the `path` column is set to the new path of the file and the `old_path` represents the previous location e.g.
+
+
+```sql
+SELECT
+    time,
+    path,
+    old_path,
+    commit_hash,
+    commit_message
+FROM git.file_changes
+WHERE (path = 'src/Storages/StorageReplicatedMergeTree.cpp') AND (change_type = 'Rename')
+
+┌────────────────time─┬─path────────────────────────────────────────┬─old_path─────────────────────────────────────┬─commit_hash──────────────────────────────┬─commit_message─┐
+│ 2020-04-03 16:14:31 │ src/Storages/StorageReplicatedMergeTree.cpp │ dbms/Storages/StorageReplicatedMergeTree.cpp │ 06446b4f08a142d6f1bc30664c47ded88ab51782 │ dbms/ → src/   │
+└─────────────────────┴─────────────────────────────────────────────┴──────────────────────────────────────────────┴──────────────────────────────────────────┴────────────────┘
+
+1 row in set. Elapsed: 0.135 sec. Processed 266.05 thousand rows, 20.73 MB (1.98 million rows/s., 154.04 MB/s.)
+```
+
+This makes viewing the full history of a file challenging since we don't have a single value connecting all line or file changes.
+
+To address this, we can use User Defined Functions (UDFs). These cannot, currently, be recursive, so to identify the history of a file we must define a series of UDFs which call each other explicitly. 
+
+This means we can only track renames to a maximum depth - the below example is 5 deep. It is unlikely a file will be renamed more times than this, so for now, this is sufficient.
+
+```sql
+CREATE FUNCTION file_path_history AS (n) -> if(empty(n),  [], arrayConcat([n], file_history_01((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
+CREATE FUNCTION file_path_history_01 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_02((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
+CREATE FUNCTION file_path_history_02 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_03((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
+CREATE FUNCTION file_path_history_03 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_04((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
+CREATE FUNCTION file_path_history_04 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_05((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
+CREATE FUNCTION file_path_history_05 AS (n) -> if(isNull(n), [], [n]);
+```
+
+By calling `file_path_history('src/Storages/StorageReplicatedMergeTree.cpp')` we recurse through the rename history, with each function calling the next level with the `old_path`. The results are combined using `arrayConcat`.
+
+For example,
+
+```sql
+SELECT file_path_history('src/Storages/StorageReplicatedMergeTree.cpp') AS paths
+
+┌─paths─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ ['src/Storages/StorageReplicatedMergeTree.cpp','dbms/Storages/StorageReplicatedMergeTree.cpp','dbms/src/Storages/StorageReplicatedMergeTree.cpp'] │
+└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+
+1 row in set. Elapsed: 0.074 sec. Processed 344.06 thousand rows, 6.27 MB (4.65 million rows/s., 84.71 MB/s.)
+```
+
+We can use this capability to now assemble the commits for the entire history of a file. In this example, we show one commit for each of the `path` values.
+
+```sql
+SELECT
+    time,
+    substring(commit_hash, 1, 11) AS commit,
+    change_type,
+    author,
+    path,
+    commit_message
+FROM git.file_changes
+WHERE path IN file_path_history('src/Storages/StorageReplicatedMergeTree.cpp')
+ORDER BY time DESC
+LIMIT 1 BY path
+FORMAT PrettyCompactMonoBlock
+
+┌────────────────time─┬─commit──────┬─change_type─┬─author─────────────┬─path─────────────────────────────────────────────┬─commit_message──────────────────────────────────────────────────────────────────┐
+│ 2022-10-30 16:30:51 │ c68ab231f91 │ Modify      │ Alexander Tokmakov │ src/Storages/StorageReplicatedMergeTree.cpp      │ fix accessing part in Deleting state                                            │
+│ 2020-04-03 15:21:24 │ 38a50f44d34 │ Modify      │ alesapin           │ dbms/Storages/StorageReplicatedMergeTree.cpp     │ Remove empty line                                                               │
+│ 2020-04-01 19:21:27 │ 1d5a77c1132 │ Modify      │ alesapin           │ dbms/src/Storages/StorageReplicatedMergeTree.cpp │ Tried to add ability to rename primary key columns but just banned this ability │
+└─────────────────────┴─────────────┴─────────────┴────────────────────┴──────────────────────────────────────────────────┴─────────────────────────────────────────────────────────────────────────────────┘
+
+3 rows in set. Elapsed: 0.170 sec. Processed 611.53 thousand rows, 41.76 MB (3.60 million rows/s., 246.07 MB/s.)
+```
+
+# Unsolved Questions
+
+## Git blame
+
+This is particularly difficult to get an exact result due to the inability to currently keep state in array functions. This will be possible with an `arrayFold` or `arrayReduce`, which allows state to be held on each iteration.
+
+We welcome solutions here.
\ No newline at end of file
diff --git a/docs/en/getting-started/example-datasets/images/superset-commits-authors.png b/docs/en/getting-started/example-datasets/images/superset-commits-authors.png
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HcmV?d00001


From c4f522b41467aa8514cd7f57d1331419e0447d45 Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Thu, 10 Nov 2022 16:32:15 +0100
Subject: [PATCH 089/211] Support arbintrary structure collections

---
 src/Common/ErrorCodes.cpp                     |   1 +
 src/Storages/NamedCollections.cpp             | 432 ++++++++++++++----
 src/Storages/NamedCollections.h               |  52 +--
 .../tests/gtest_named_collections.cpp         |  79 +++-
 4 files changed, 434 insertions(+), 130 deletions(-)

diff --git a/src/Common/ErrorCodes.cpp b/src/Common/ErrorCodes.cpp
index 26f837f9fe5..ce96b1a9917 100644
--- a/src/Common/ErrorCodes.cpp
+++ b/src/Common/ErrorCodes.cpp
@@ -638,6 +638,7 @@
     M(667, NOT_INITIALIZED) \
     M(668, INVALID_STATE) \
     M(669, UNKNOWN_NAMED_COLLECTION) \
+    M(669, NAMED_COLLECTION_ALREADY_EXISTS) \
     \
     M(999, KEEPER_EXCEPTION) \
     M(1000, POCO_EXCEPTION) \
diff --git a/src/Storages/NamedCollections.cpp b/src/Storages/NamedCollections.cpp
index 94870507b59..f598a302516 100644
--- a/src/Storages/NamedCollections.cpp
+++ b/src/Storages/NamedCollections.cpp
@@ -1,12 +1,15 @@
 #include "NamedCollections.h"
 
+#include <base/find_symbols.h>
 #include <Common/assert_cast.h>
+#include <Common/FieldVisitorToString.h>
 #include <Interpreters/Context.h>
 #include <Interpreters/evaluateConstantExpression.h>
 #include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTFunction.h>
 #include <Parsers/ASTLiteral.h>
 #include <Poco/Util/AbstractConfiguration.h>
+#include <Poco/Util/XMLConfiguration.h>
 #include <IO/WriteBufferFromString.h>
 #include <IO/Operators.h>
 #include <ranges>
@@ -15,18 +18,63 @@
 namespace DB
 {
 
-static constexpr auto NAMED_COLLECTIONS_CONFIG_PREFIX = "named_collections.";
+static constexpr auto NAMED_COLLECTIONS_CONFIG_PREFIX = "named_collections";
 
 namespace ErrorCodes
 {
     extern const int UNKNOWN_NAMED_COLLECTION;
+    extern const int NAMED_COLLECTION_ALREADY_EXISTS;
 }
 
 namespace
 {
     std::string getCollectionPrefix(const std::string & collection_name)
     {
-        return NAMED_COLLECTIONS_CONFIG_PREFIX + collection_name;
+        return fmt::format("{}.{}", NAMED_COLLECTIONS_CONFIG_PREFIX, collection_name);
+    }
+
+    /// Enumerate keys paths of the config recursively.
+    /// E.g. if `enumerate_paths` = {"root.key1"} and config like
+    /// <root>
+    ///     <key0></key0>
+    ///     <key1>
+    ///         <key2></key2>
+    ///         <key3>
+    ///            <key4></key4>
+    ///         </key3>
+    ///     </key1>
+    /// </root>
+    /// the `result` will contain two strings: "root.key1.key2" and "root.key1.key3.key4"
+    void collectKeys(
+        const Poco::Util::AbstractConfiguration & config,
+        std::queue<std::string> & enumerate_paths,
+        std::set<std::string> & result)
+    {
+        if (enumerate_paths.empty())
+            return;
+
+        auto initial_paths = std::move(enumerate_paths);
+        enumerate_paths = {};
+        while (!initial_paths.empty())
+        {
+            auto path = initial_paths.front();
+            initial_paths.pop();
+
+            Poco::Util::AbstractConfiguration::Keys keys;
+            config.keys(path, keys);
+
+            if (keys.empty())
+            {
+                result.insert(path);
+            }
+            else
+            {
+                for (const auto & key : keys)
+                    enumerate_paths.emplace(path + '.' + key);
+            }
+        }
+
+        collectKeys(config, enumerate_paths, result);
     }
 }
 
@@ -36,35 +84,48 @@ NamedCollectionFactory & NamedCollectionFactory::instance()
     return instance;
 }
 
-void NamedCollectionFactory::initialize(const Poco::Util::AbstractConfiguration & server_config)
+void NamedCollectionFactory::initialize(
+    const Poco::Util::AbstractConfiguration & server_config)
 {
     std::lock_guard lock(mutex);
     if (is_initialized)
     {
         throw Exception(
             ErrorCodes::LOGICAL_ERROR,
-            "Named collection factory is already initialzied");
+            "Named collection factory already initialized");
     }
 
     config = &server_config;
     is_initialized = true;
 }
 
-void NamedCollectionFactory::assertInitialized(std::lock_guard<std::mutex> & /* lock */) const
+void NamedCollectionFactory::assertInitialized(
+    std::lock_guard<std::mutex> & /* lock */) const
 {
     if (!is_initialized)
     {
         throw Exception(
             ErrorCodes::LOGICAL_ERROR,
-            "Named collection factory must be initialized before used");
+            "Named collection factory must be initialized before being used");
     }
 }
 
 bool NamedCollectionFactory::exists(const std::string & collection_name) const
 {
     std::lock_guard lock(mutex);
+    return existsUnlocked(collection_name, lock);
+}
+
+bool NamedCollectionFactory::existsUnlocked(
+    const std::string & collection_name,
+    std::lock_guard<std::mutex> & lock) const
+{
     assertInitialized(lock);
-    return config->has(getCollectionPrefix(collection_name));
+    /// Named collections can be added via SQL command or via config.
+    /// Named collections from config are loaded on first access,
+    /// therefore it might not be in `named_collections` map yet.
+    return named_collections.contains(collection_name)
+        || config->has(getCollectionPrefix(collection_name));
 }
 
 NamedCollectionPtr NamedCollectionFactory::get(
@@ -74,11 +135,13 @@ NamedCollectionPtr NamedCollectionFactory::get(
     std::lock_guard lock(mutex);
     assertInitialized(lock);
 
-    if (!exists(collection_name))
+    if (!existsUnlocked(collection_name, lock))
+    {
         throw Exception(
             ErrorCodes::UNKNOWN_NAMED_COLLECTION,
-            "There is no named collection `{}` in config",
+            "There is no named collection `{}`",
             collection_name);
+    }
 
     return getImpl(collection_name, collection_info, lock);
 }
@@ -90,7 +153,7 @@ NamedCollectionPtr NamedCollectionFactory::tryGet(
     std::lock_guard lock(mutex);
     assertInitialized(lock);
 
-    if (!exists(collection_name))
+    if (!existsUnlocked(collection_name, lock))
         return nullptr;
 
     return getImpl(collection_name, collection_info, lock);
@@ -104,87 +167,192 @@ NamedCollectionPtr NamedCollectionFactory::getImpl(
     auto it = named_collections.find(collection_name);
     if (it == named_collections.end())
     {
-        const auto collection_prefix = getCollectionPrefix(collection_name);
-        const auto collection_view = config->createView(collection_prefix);
-
-        auto collection = std::make_unique<NamedCollection>();
-        collection->initialize(*collection_view, collection_info);
-        it = named_collections.emplace(collection_name, std::move(collection)).first;
+        it = named_collections.emplace(
+            collection_name,
+            std::make_unique<NamedCollection>(
+                *config, collection_name, collection_info)).first;
     }
     return it->second;
 }
 
+void NamedCollectionFactory::add(
+    const std::string & collection_name,
+    NamedCollectionPtr collection)
+{
+    std::lock_guard lock(mutex);
+    auto [it, inserted] = named_collections.emplace(collection_name, collection);
+    if (!inserted)
+    {
+        throw Exception(
+            ErrorCodes::NAMED_COLLECTION_ALREADY_EXISTS,
+            "A named collection `{}` already exists",
+            collection_name);
+    }
+}
+
+void NamedCollectionFactory::remove(const std::string & collection_name)
+{
+    std::lock_guard lock(mutex);
+    assertInitialized(lock);
+
+    if (!existsUnlocked(collection_name, lock))
+    {
+        throw Exception(
+            ErrorCodes::UNKNOWN_NAMED_COLLECTION,
+            "There is no named collection `{}`",
+            collection_name);
+    }
+
+    if (config->has(collection_name))
+    {
+        throw Exception(
+            ErrorCodes::NOT_IMPLEMENTED,
+            "Collection {} is defined in config and cannot be removed",
+            collection_name);
+    }
+
+    [[maybe_unused]] auto removed = named_collections.erase(collection_name);
+    assert(removed);
+}
+
+NamedCollectionFactory::NamedCollections NamedCollectionFactory::getAll() const
+{
+    std::lock_guard lock(mutex);
+    assertInitialized(lock);
+
+    NamedCollections result(named_collections);
+
+    Poco::Util::AbstractConfiguration::Keys config_collections_names;
+    config->keys(NAMED_COLLECTIONS_CONFIG_PREFIX, config_collections_names);
+
+    for (const auto & name : config_collections_names)
+    {
+        if (result.contains(name))
+            continue;
+
+        const auto collection_prefix = getCollectionPrefix(name);
+        std::queue<std::string> enumerate_input;
+        std::set<std::string> enumerate_result;
+
+        enumerate_input.push(collection_prefix);
+        collectKeys(*config, enumerate_input, enumerate_result);
+
+        NamedCollectionInfo collection_info;
+
+        /// Collection does not have any keys.
+        /// (`enumerate_result` == <collection_path>).
+        const bool collection_is_empty = enumerate_result.size() == 1;
+        if (!collection_is_empty)
+        {
+            for (const auto & path : enumerate_result)
+            {
+                collection_info.emplace(
+                    /// Skip collection prefix and add +1 to avoid '.' in the beginning.
+                    path.substr(std::strlen(collection_prefix.data()) + 1),
+                    NamedCollectionValueInfo{});
+            }
+        }
+
+        result.emplace(
+            name, std::make_unique<NamedCollection>(*config, name, collection_info));
+    }
+
+    return result;
+}
+
 struct NamedCollection::Impl
 {
-    std::unordered_map<Key, Value> collection;
+private:
+    using IConfigurationPtr = Poco::AutoPtr<Poco::Util::AbstractConfiguration>;
+    using ConfigurationPtr = Poco::AutoPtr<Poco::Util::XMLConfiguration>;
 
-    ImplPtr copy() const
+    ///  Named collection configuration
+    ///  <collection1>
+    ///      ...
+    ///  </collection1>
+    ConfigurationPtr config;
+    /// Information about the values of keys. Key is a path to the
+    /// value represented as a dot concatenated list of keys.
+    const CollectionInfo collection_info;
+
+public:
+    Impl(const Poco::Util::AbstractConfiguration & config_,
+         const std::string & collection_name_,
+         const NamedCollectionInfo & collection_info_)
+        : config(createEmptyConfiguration(collection_name_))
+        , collection_info(collection_info_)
     {
-        auto impl = std::make_unique<Impl>();
-        impl->collection = collection;
-        return impl;
+        auto collection_path = getCollectionPrefix(collection_name_);
+        for (const auto & [key, value_info] : collection_info)
+            copyConfigValue(
+                config_, collection_path + '.' + key, *config, key, value_info.type);
     }
 
     Value get(const Key & key) const
     {
-        auto it = collection.find(key);
-        if (it == collection.end())
-            throw Exception(ErrorCodes::LOGICAL_ERROR, "There is no key: {}", key);
-        return it->second;
+        auto value_info = collection_info.at(key);
+        return getConfigValue(*config, key, value_info.type, value_info.is_required);
     }
 
-    void replace(const Key & key, const Value & value)
+    void set(const Key & key, const Value & value)
     {
-        auto it = collection.find(key);
-        if (it == collection.end())
-            collection.emplace(key, value);
-        else
-            it->second = value;
+        setConfigValue(*config, key, value);
     }
 
-    void initialize(
-        const Poco::Util::AbstractConfiguration & config,
-        const NamedCollectionInfo & collection_info)
+    /// Get a string representation of the collection structure.
+    /// Used for debugging and tests.
+    std::string toString() const
     {
-        for (const auto & [key, key_info] : collection_info)
+        /// Convert a collection config like
+        /// <collection>
+        ///     <key0>value0</key0>
+        ///     <key1>
+        ///         <key2>value2</key2>
+        ///         <key3>
+        ///            <key4>value3</key4>
+        ///         </key3>
+        ///     </key1>
+        /// </collection>
+        /// to a string:
+        /// "key0: value0
+        ///  key1:
+        ///  	key2: value2
+        ///  	key3:
+        ///  		key4: value3"
+        WriteBufferFromOwnString wb;
+        for (const auto & [key, value_info] : collection_info)
         {
-            const auto & default_value = key_info.default_value;
-            const bool has_value = config.has(key);
+            Strings key_parts;
+            splitInto<'.'>(key_parts, key);
+            size_t tab_cnt = 0;
 
-            if (!default_value && !has_value)
-                continue;
-
-            Field value;
-            switch (key_info.type)
+            for (auto it = key_parts.begin(); it != key_parts.end(); ++it)
             {
-                case Field::Types::Which::String:
-                    value = has_value ? config.getString(key) : default_value->get<String>();
-                    break;
-                case Field::Types::Which::UInt64:
-                    value = has_value ? config.getUInt64(key) : default_value->get<UInt64>();
-                    break;
-                case Field::Types::Which::Int64:
-                    value = has_value ? config.getInt64(key) : default_value->get<Int64>();
-                    break;
-                case Field::Types::Which::Float64:
-                    value = has_value ? config.getDouble(key) : default_value->get<Float64>();
-                    break;
-                default:
-                    throw Exception(
-                        ErrorCodes::BAD_ARGUMENTS, "Unsupported type: {}", toString(key_info.type));
+                if (it != key_parts.begin())
+                    wb << '\n' << std::string(tab_cnt++, '\t');
+                wb << *it << ':';
             }
-
-            collection.emplace(key, value);
+            wb << '\t' << convertFieldToString(get(key)) << '\n';
         }
+        return wb.str();
     }
 
+private:
     static void validate(
         const Poco::Util::AbstractConfiguration & config,
-        const NamedCollectionInfo & collection_info)
+        const std::string & collection_path,
+        const NamedCollectionInfo & collection_info_)
     {
         Poco::Util::AbstractConfiguration::Keys config_keys;
-        config.keys("", config_keys);
+        config.keys(collection_path, config_keys);
+        checkKeys(config_keys, collection_info_);
+    }
 
+    static void checkKeys(
+        const Poco::Util::AbstractConfiguration::Keys & config_keys,
+        const NamedCollectionInfo & collection_info)
+
+    {
         auto get_suggestion = [&](bool only_required_keys)
         {
             std::string suggestion;
@@ -228,16 +396,121 @@ struct NamedCollection::Impl
                 fmt::join(required_keys, ", "), get_suggestion(true));
         }
     }
+
+    static ConfigurationPtr createEmptyConfiguration(const std::string & root_name)
+    {
+        using DocumentPtr = Poco::AutoPtr<Poco::XML::Document>;
+        DocumentPtr xml_document(new Poco::XML::Document());
+        xml_document->appendChild(xml_document->createElement(root_name));
+        ConfigurationPtr config(new Poco::Util::XMLConfiguration(xml_document));
+        return config;
+    }
+
+    using ConfigValueType = Field::Types::Which;
+    static void copyConfigValue(
+        const Poco::Util::AbstractConfiguration & from_config,
+        const std::string & from_path,
+        Poco::Util::AbstractConfiguration & to_config,
+        const std::string & to_path,
+        ConfigValueType type)
+    {
+        using Type = Field::Types::Which;
+        switch (type)
+        {
+            case Type::String:
+                to_config.setString(to_path, from_config.getString(from_path));
+                break;
+            case Type::UInt64:
+                to_config.setUInt64(to_path, from_config.getUInt64(from_path));
+                break;
+            case Type::Int64:
+                to_config.setInt64(to_path, from_config.getInt64(from_path));
+                break;
+            case Type::Float64:
+                to_config.setDouble(to_path, from_config.getDouble(from_path));
+                break;
+            default:
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unsupported type");
+        }
+    }
+
+    static void setConfigValue(
+        Poco::Util::AbstractConfiguration & config,
+        const std::string & path,
+        const Field & value)
+    {
+        using Type = Field::Types::Which;
+        switch (value.getType())
+        {
+            case Type::String:
+                config.setString(path, value.safeGet<String>());
+                break;
+            case Type::UInt64:
+                config.setUInt64(path, value.safeGet<UInt64>());
+                break;
+            case Type::Int64:
+                config.setInt64(path, value.safeGet<Int64>());
+                break;
+            case Type::Float64:
+                config.setDouble(path, value.safeGet<Float64>());
+                break;
+            default:
+                throw Exception(
+                    ErrorCodes::BAD_ARGUMENTS, "Unsupported type");
+        }
+    }
+
+    static Field getConfigValue(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & path,
+        ConfigValueType type,
+        bool throw_not_found,
+        std::optional<Field> default_value = std::nullopt)
+    {
+        const bool has_value = config.has(path);
+        if (!has_value)
+        {
+            if (throw_not_found)
+            {
+                throw Exception(
+                    ErrorCodes::LOGICAL_ERROR,
+                    "Failed to find key `{}` in config, but this key is required",
+                    path);
+            }
+            else if (!default_value)
+                return Null{};
+        }
+
+        Field value;
+
+        using Type = Field::Types::Which;
+        switch (type)
+        {
+            case Type::String:
+                value = has_value ? config.getString(path) : default_value->get<String>();
+                break;
+            case Type::UInt64:
+                value = has_value ? config.getUInt64(path) : default_value->get<UInt64>();
+                break;
+            case Type::Int64:
+                value = has_value ? config.getInt64(path) : default_value->get<Int64>();
+                break;
+            case Type::Float64:
+                value = has_value ? config.getDouble(path) : default_value->get<Float64>();
+                break;
+            default:
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unsupported type");
+        }
+        return value;
+    }
 };
 
-NamedCollection::NamedCollection()
+NamedCollection::NamedCollection(
+    const Poco::Util::AbstractConfiguration & config,
+    const std::string & collection_path,
+    const CollectionInfo & collection_info)
+    : pimpl(std::make_unique<Impl>(config, collection_path, collection_info))
 {
-    pimpl =  std::make_unique<Impl>();
-}
-
-NamedCollection::NamedCollection(ImplPtr pimpl_)
-{
-    pimpl = std::move(pimpl_);
 }
 
 NamedCollection::Value NamedCollection::get(const Key & key) const
@@ -245,28 +518,9 @@ NamedCollection::Value NamedCollection::get(const Key & key) const
     return pimpl->get(key);
 }
 
-std::shared_ptr<NamedCollection> NamedCollection::copy() const
+std::string NamedCollection::toString() const
 {
-    return std::make_shared<NamedCollection>(pimpl->copy());
-}
-
-void NamedCollection::validate(
-    const Poco::Util::AbstractConfiguration & config,
-    const NamedCollectionInfo & collection_info) const
-{
-    pimpl->validate(config, collection_info);
-}
-
-void NamedCollection::initialize(
-    const Poco::Util::AbstractConfiguration & config,
-    const NamedCollectionInfo & collection_info)
-{
-    pimpl->initialize(config, collection_info);
-}
-
-void NamedCollection::replace(const Key & key, const Value & value)
-{
-    pimpl->replace(key, value);
+    return pimpl->toString();
 }
 
 }
diff --git a/src/Storages/NamedCollections.h b/src/Storages/NamedCollections.h
index 870d167889d..cfc7ef5ef2f 100644
--- a/src/Storages/NamedCollections.h
+++ b/src/Storages/NamedCollections.h
@@ -10,7 +10,7 @@ namespace DB
 class NamedCollection;
 using NamedCollectionPtr = std::shared_ptr<const NamedCollection>;
 struct NamedCollectionValueInfo;
-using NamedCollectionInfo = std::unordered_map<std::string, NamedCollectionValueInfo>;
+using NamedCollectionInfo = std::map<std::string, NamedCollectionValueInfo>;
 
 /**
  * A factory of immutable named collections.
@@ -28,6 +28,8 @@ using NamedCollectionInfo = std::unordered_map<std::string, NamedCollectionValue
 class NamedCollectionFactory : boost::noncopyable
 {
 public:
+    static NamedCollectionFactory & instance();
+
     void initialize(const Poco::Util::AbstractConfiguration & server_config);
 
     bool exists(const std::string & collection_name) const;
@@ -40,7 +42,14 @@ public:
         const std::string & collection_name,
         const NamedCollectionInfo & collection_info) const;
 
-    static NamedCollectionFactory & instance();
+    void add(
+        const std::string & collection_name,
+        NamedCollectionPtr collection);
+
+    void remove(const std::string & collection_name);
+
+    using NamedCollections = std::unordered_map<std::string, NamedCollectionPtr>;
+    NamedCollections getAll() const;
 
 private:
     NamedCollectionPtr getImpl(
@@ -48,10 +57,14 @@ private:
         const NamedCollectionInfo & collection_info,
         std::lock_guard<std::mutex> & lock) const;
 
-    using NamedCollections = std::unordered_map<std::string, NamedCollectionPtr>;
+    bool existsUnlocked(
+        const std::string & collection_name,
+        std::lock_guard<std::mutex> & lock) const;
+
     mutable NamedCollections named_collections;
 
 private:
+    /// FIXME: this will be invalid when config is reloaded
     const Poco::Util::AbstractConfiguration * config;
 
     void assertInitialized(std::lock_guard<std::mutex> & lock) const;
@@ -74,31 +87,17 @@ private:
 public:
     using Key = std::string;
     using Value = Field;
+    using ValueInfo = NamedCollectionValueInfo;
+    using CollectionInfo = NamedCollectionInfo;
+
+    NamedCollection(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & collection_path,
+        const CollectionInfo & collection_info);
 
     Value get(const Key & key) const;
 
-    void replace(const Key & key, const Value & value);
-
-    /// Copy current named collection to allow modification as
-    /// NamedConnectionFactory returns immutable collections.
-    std::shared_ptr<NamedCollection> copy() const;
-
-    NamedCollection();
-    explicit NamedCollection(ImplPtr pimpl_);
-
-protected:
-    /// Initialize from config. `config` must be a view to the required collection,
-    /// e.g. the root of `config` is the root of collection.
-    void initialize(
-        const Poco::Util::AbstractConfiguration & config,
-        const NamedCollectionInfo & collection_info);
-
-    /// Validate named collection in config.
-    /// Throws exception if named collection keys in config are not the same as
-    /// expected (contains unknown keys or misses required keys)
-    void validate(
-        const Poco::Util::AbstractConfiguration & config,
-        const NamedCollectionInfo & collection_info) const;
+    std::string toString() const;
 };
 
 
@@ -109,7 +108,8 @@ protected:
 struct NamedCollectionValueInfo
 {
     /// Type of the value. One of: String, UInt64, Int64, Double.
-    Field::Types::Which type;
+    using Type = Field::Types::Which;
+    Type type = Type::String;
     /// Optional default value for the case if there is no such key in config.
     std::optional<NamedCollection::Value> default_value;
     /// Is this value required or optional? Throw exception if the value is
diff --git a/src/Storages/tests/gtest_named_collections.cpp b/src/Storages/tests/gtest_named_collections.cpp
index 669e7bae25b..34dfe5c1087 100644
--- a/src/Storages/tests/gtest_named_collections.cpp
+++ b/src/Storages/tests/gtest_named_collections.cpp
@@ -6,15 +6,15 @@
 
 using namespace DB;
 
-TEST(NamedCollections, Simple)
+TEST(NamedCollections, SimpleConfig)
 {
     std::string xml(R"CONFIG(<clickhouse>
     <named_collections>
         <collection1>
             <key1>value1</key1>
             <key2>2</key2>
-            <key3>-3</key3>
-            <key4>4.4</key4>
+            <key3>3.3</key3>
+            <key4>-4</key4>
         </collection1>
         <collection2>
             <key4>value4</key4>
@@ -34,6 +34,18 @@ TEST(NamedCollections, Simple)
     ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection2"));
     ASSERT_TRUE(NamedCollectionFactory::instance().tryGet("collection3", {}) == nullptr);
 
+    auto collections = NamedCollectionFactory::instance().getAll();
+    ASSERT_EQ(collections.size(), 2);
+    ASSERT_TRUE(collections.contains("collection1"));
+    ASSERT_TRUE(collections.contains("collection2"));
+
+    ASSERT_EQ(collections["collection1"]->toString(),
+              R"CONFIG(key1:	value1
+key2:	2
+key3:	3.3
+key4:	-4
+)CONFIG");
+
     using ValueInfo = NamedCollectionValueInfo;
     ValueInfo string_def{Field::Types::Which::String, std::nullopt, true};
     ValueInfo uint_def{Field::Types::Which::UInt64, std::nullopt, true};
@@ -43,16 +55,17 @@ TEST(NamedCollections, Simple)
     NamedCollectionInfo collection1_info;
     collection1_info.emplace("key1", string_def);
     collection1_info.emplace("key2", uint_def);
-    collection1_info.emplace("key3", int_def);
-    collection1_info.emplace("key4", double_def);
+    collection1_info.emplace("key3", double_def);
+    collection1_info.emplace("key4", int_def);
 
     auto collection1 = NamedCollectionFactory::instance().get("collection1", collection1_info);
     ASSERT_TRUE(collection1 != nullptr);
 
+
     ASSERT_TRUE(collection1->get("key1").safeGet<String>() == "value1");
     ASSERT_TRUE(collection1->get("key2").safeGet<UInt64>() == 2);
-    ASSERT_TRUE(collection1->get("key3").safeGet<Int64>() == -3);
-    ASSERT_TRUE(collection1->get("key4").safeGet<Float64>() == 4.4);
+    ASSERT_TRUE(collection1->get("key3").safeGet<Float64>() == 3.3);
+    ASSERT_TRUE(collection1->get("key4").safeGet<Int64>() == -4);
 
     NamedCollectionInfo collection2_info;
     collection2_info.emplace("key4", string_def);
@@ -64,12 +77,48 @@ TEST(NamedCollections, Simple)
 
     ASSERT_TRUE(collection2->get("key4").safeGet<String>() == "value4");
     ASSERT_TRUE(collection2->get("key5").safeGet<UInt64>() == 5);
-    ASSERT_TRUE(collection2->get("key6").safeGet<Int64>() == 6.6);
-
-    auto mutable_collection2 = collection2->copy();
-    mutable_collection2->replace("key4", UInt64(4));
-    mutable_collection2->replace("key7", "value7");
-
-    ASSERT_TRUE(mutable_collection2->get("key4").safeGet<UInt64>() == 4);
-    ASSERT_TRUE(mutable_collection2->get("key7").safeGet<String>() == "value7");
+    ASSERT_TRUE(collection2->get("key6").safeGet<Float64>() == 6.6);
 }
+
+// TEST(NamedCollections, NestedConfig)
+// {
+//     std::string xml(R"CONFIG(<clickhouse>
+//     <named_collections>
+//         <collection1>
+//             <key1>
+//                 <key1_1>value1</key1_1>
+//             </key1>
+//             <key2>
+//                 <key2_1>value2_1</key2_1>
+//                 <key2_2>
+//                     <key2_3>
+//                         <key2_4>value2_4</key2_4>
+//                         <key2_5>value2_5</key2_5>
+//                     </key2_3>
+//                 </key2_2>
+//             </key2>
+//         </collection1>
+//     </named_collections>
+// </clickhouse>)CONFIG");
+//
+//     Poco::XML::DOMParser dom_parser;
+//     Poco::AutoPtr<Poco::XML::Document> document = dom_parser.parseString(xml);
+//     Poco::AutoPtr<Poco::Util::XMLConfiguration> config = new Poco::Util::XMLConfiguration(document);
+//
+//     ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection1"));
+//
+//     using ValueInfo = NamedCollectionValueInfo;
+//     ValueInfo string_def{Field::Types::Which::String, std::nullopt, true};
+//
+//     NamedCollectionInfo collection1_info;
+//     collection1_info.emplace("key1.key1_1", string_def);
+//     collection1_info.emplace("key2.key2_1", string_def);
+//     collection1_info.emplace("key2.key2_2.key2_3.key2_4", string_def);
+//     collection1_info.emplace("key2.key2_2.key2_3.key2_5", string_def);
+//
+//     auto collection1 = NamedCollectionFactory::instance().get("collection1", collection1_info);
+//     ASSERT_TRUE(collection1 != nullptr);
+//
+//     ASSERT_TRUE(collection1->get("key1.key1_1").safeGet<String>() == "value1");
+//
+// }

From b1e942e14c6f7bcc5494f5150c5684cbd87877f2 Mon Sep 17 00:00:00 2001
From: Dmitry Novik <n0vik@clickhouse.com>
Date: Thu, 10 Nov 2022 15:59:11 +0000
Subject: [PATCH 090/211] Do not run global test with sanitizers

---
 .../configs/global_overcommit_tracker.xml     |  0
 .../test_global_overcommit_tracker/test.py    | 61 +++++++++++++++++++
 .../test_overcommit_tracker/test.py           | 37 +----------
 3 files changed, 62 insertions(+), 36 deletions(-)
 rename tests/integration/{test_overcommit_tracker => test_global_overcommit_tracker}/configs/global_overcommit_tracker.xml (100%)
 create mode 100644 tests/integration/test_global_overcommit_tracker/test.py

diff --git a/tests/integration/test_overcommit_tracker/configs/global_overcommit_tracker.xml b/tests/integration/test_global_overcommit_tracker/configs/global_overcommit_tracker.xml
similarity index 100%
rename from tests/integration/test_overcommit_tracker/configs/global_overcommit_tracker.xml
rename to tests/integration/test_global_overcommit_tracker/configs/global_overcommit_tracker.xml
diff --git a/tests/integration/test_global_overcommit_tracker/test.py b/tests/integration/test_global_overcommit_tracker/test.py
new file mode 100644
index 00000000000..654f11be45a
--- /dev/null
+++ b/tests/integration/test_global_overcommit_tracker/test.py
@@ -0,0 +1,61 @@
+import pytest
+
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+
+node = cluster.add_instance(
+    "node", main_configs=["configs/global_overcommit_tracker.xml"]
+)
+
+@pytest.fixture(scope="module", autouse=True)
+def start_cluster():
+    try:
+        cluster.start()
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+GLOBAL_TEST_QUERY_A = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS memory_overcommit_ratio_denominator_for_user=1"
+GLOBAL_TEST_QUERY_B = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS memory_overcommit_ratio_denominator_for_user=80000000"
+
+
+def test_global_overcommit():
+    # NOTE: another option is to increase waiting time.
+    if (
+        node.is_built_with_thread_sanitizer()
+        or node.is_built_with_address_sanitizer()
+        or node.is_built_with_memory_sanitizer()
+    ):
+        pytest.skip("doesn't fit in memory limits")
+
+    node.query("CREATE USER IF NOT EXISTS A")
+    node.query("GRANT ALL ON *.* TO A")
+    node.query("CREATE USER IF NOT EXISTS B")
+    node.query("GRANT ALL ON *.* TO B")
+
+    responses_A = list()
+    responses_B = list()
+    for i in range(100):
+        if i % 2 == 0:
+            responses_A.append(node.get_query_request(GLOBAL_TEST_QUERY_A, user="A"))
+        else:
+            responses_B.append(node.get_query_request(GLOBAL_TEST_QUERY_B, user="B"))
+
+    overcommited_killed = False
+    for response in responses_A:
+        _, err = response.get_answer_and_error()
+        if "MEMORY_LIMIT_EXCEEDED" in err:
+            overcommited_killed = True
+    finished = False
+    for response in responses_B:
+        _, err = response.get_answer_and_error()
+        if err == "":
+            finished = True
+
+    assert overcommited_killed, "no overcommited task was killed"
+    assert finished, "all tasks are killed"
+
+    node.query("DROP USER IF EXISTS A")
+    node.query("DROP USER IF EXISTS B")
diff --git a/tests/integration/test_overcommit_tracker/test.py b/tests/integration/test_overcommit_tracker/test.py
index 5c18ee950d5..50af8525b99 100644
--- a/tests/integration/test_overcommit_tracker/test.py
+++ b/tests/integration/test_overcommit_tracker/test.py
@@ -5,7 +5,7 @@ from helpers.cluster import ClickHouseCluster
 cluster = ClickHouseCluster(__file__)
 
 node = cluster.add_instance(
-    "node", main_configs=["configs/global_overcommit_tracker.xml"]
+    "node"
 )
 
 
@@ -18,9 +18,6 @@ def start_cluster():
         cluster.shutdown()
 
 
-GLOBAL_TEST_QUERY_A = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS memory_overcommit_ratio_denominator_for_user=1"
-GLOBAL_TEST_QUERY_B = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS memory_overcommit_ratio_denominator_for_user=80000000"
-
 USER_TEST_QUERY_A = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS max_memory_usage_for_user=2000000000,memory_overcommit_ratio_denominator=1"
 USER_TEST_QUERY_B = "SELECT groupArray(number) FROM numbers(2500000) SETTINGS max_memory_usage_for_user=2000000000,memory_overcommit_ratio_denominator=80000000"
 
@@ -52,35 +49,3 @@ def test_user_overcommit():
     assert finished, "all tasks are killed"
 
     node.query("DROP USER IF EXISTS A")
-
-
-def test_global_overcommit():
-    node.query("CREATE USER IF NOT EXISTS A")
-    node.query("GRANT ALL ON *.* TO A")
-    node.query("CREATE USER IF NOT EXISTS B")
-    node.query("GRANT ALL ON *.* TO B")
-
-    responses_A = list()
-    responses_B = list()
-    for i in range(100):
-        if i % 2 == 0:
-            responses_A.append(node.get_query_request(GLOBAL_TEST_QUERY_A, user="A"))
-        else:
-            responses_B.append(node.get_query_request(GLOBAL_TEST_QUERY_B, user="B"))
-
-    overcommited_killed = False
-    for response in responses_A:
-        _, err = response.get_answer_and_error()
-        if "MEMORY_LIMIT_EXCEEDED" in err:
-            overcommited_killed = True
-    finished = False
-    for response in responses_B:
-        _, err = response.get_answer_and_error()
-        if err == "":
-            finished = True
-
-    assert overcommited_killed, "no overcommited task was killed"
-    assert finished, "all tasks are killed"
-
-    node.query("DROP USER IF EXISTS A")
-    node.query("DROP USER IF EXISTS B")

From 4e15d648e7028c220ebacf823b249b380b472419 Mon Sep 17 00:00:00 2001
From: Dmitry Novik <n0vik@clickhouse.com>
Date: Thu, 10 Nov 2022 16:02:45 +0000
Subject: [PATCH 091/211] Add test_global_overcommit_tracker/__init__.py

---
 tests/integration/test_global_overcommit_tracker/__init__.py | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 tests/integration/test_global_overcommit_tracker/__init__.py

diff --git a/tests/integration/test_global_overcommit_tracker/__init__.py b/tests/integration/test_global_overcommit_tracker/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d

From bed7ac9442d90e1abc29a5fc0c5630b0a0b0119a Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Thu, 10 Nov 2022 17:05:04 +0100
Subject: [PATCH 092/211] Support arbitrary structure collections

---
 programs/local/LocalServer.cpp                |  3 ++
 programs/server/Server.cpp                    |  3 ++
 src/Access/Common/AccessType.h                |  1 +
 .../System/StorageSystemNamedCollections.cpp  | 38 +++++++++++++++++++
 .../System/StorageSystemNamedCollections.h    | 21 ++++++++++
 src/Storages/System/attachSystemTables.cpp    |  2 +
 6 files changed, 68 insertions(+)
 create mode 100644 src/Storages/System/StorageSystemNamedCollections.cpp
 create mode 100644 src/Storages/System/StorageSystemNamedCollections.h

diff --git a/programs/local/LocalServer.cpp b/programs/local/LocalServer.cpp
index 3ac9c1e7c37..8514e0f11af 100644
--- a/programs/local/LocalServer.cpp
+++ b/programs/local/LocalServer.cpp
@@ -37,6 +37,7 @@
 #include <AggregateFunctions/registerAggregateFunctions.h>
 #include <TableFunctions/registerTableFunctions.h>
 #include <Storages/registerStorages.h>
+#include <Storages/NamedCollections.h>
 #include <Dictionaries/registerDictionaries.h>
 #include <Disks/registerDisks.h>
 #include <Formats/registerFormats.h>
@@ -118,6 +119,8 @@ void LocalServer::initialize(Poco::Util::Application & self)
         config().getUInt("max_io_thread_pool_size", 100),
         config().getUInt("max_io_thread_pool_free_size", 0),
         config().getUInt("io_thread_pool_queue_size", 10000));
+
+    NamedCollectionFactory::instance().initialize(config());
 }
 
 
diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index b412b579539..079dae52f15 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -60,6 +60,7 @@
 #include <Storages/System/attachInformationSchemaTables.h>
 #include <Storages/Cache/ExternalDataSourceCache.h>
 #include <Storages/Cache/registerRemoteFileMetadatas.h>
+#include <Storages/NamedCollections.h>
 #include <AggregateFunctions/registerAggregateFunctions.h>
 #include <Functions/UserDefined/IUserDefinedSQLObjectsLoader.h>
 #include <Functions/registerFunctions.h>
@@ -732,6 +733,8 @@ int Server::main(const std::vector<std::string> & /*args*/)
         config().getUInt("max_io_thread_pool_free_size", 0),
         config().getUInt("io_thread_pool_queue_size", 10000));
 
+    NamedCollectionFactory::instance().initialize(config());
+
     /// Initialize global local cache for remote filesystem.
     if (config().has("local_cache_for_remote_fs"))
     {
diff --git a/src/Access/Common/AccessType.h b/src/Access/Common/AccessType.h
index 5c85c93c98f..8263f50d1b0 100644
--- a/src/Access/Common/AccessType.h
+++ b/src/Access/Common/AccessType.h
@@ -130,6 +130,7 @@ enum class AccessType
     M(SHOW_ROW_POLICIES, "SHOW POLICIES, SHOW CREATE ROW POLICY, SHOW CREATE POLICY", TABLE, SHOW_ACCESS) \
     M(SHOW_QUOTAS, "SHOW CREATE QUOTA", GLOBAL, SHOW_ACCESS) \
     M(SHOW_SETTINGS_PROFILES, "SHOW PROFILES, SHOW CREATE SETTINGS PROFILE, SHOW CREATE PROFILE", GLOBAL, SHOW_ACCESS) \
+    M(SHOW_NAMED_COLLECTIONS, "SHOW NAMED COLLECTIONS", GLOBAL, SHOW_ACCESS) \
     M(SHOW_ACCESS, "", GROUP, ACCESS_MANAGEMENT) \
     M(ACCESS_MANAGEMENT, "", GROUP, ALL) \
     \
diff --git a/src/Storages/System/StorageSystemNamedCollections.cpp b/src/Storages/System/StorageSystemNamedCollections.cpp
new file mode 100644
index 00000000000..a53b6dc9bd3
--- /dev/null
+++ b/src/Storages/System/StorageSystemNamedCollections.cpp
@@ -0,0 +1,38 @@
+#include "StorageSystemNamedCollections.h"
+#include <DataTypes/DataTypeString.h>
+#include <Interpreters/Context.h>
+#include <Access/Common/AccessType.h>
+#include <Access/Common/AccessFlags.h>
+#include <Storages/NamedCollections.h>
+
+
+namespace DB
+{
+
+NamesAndTypesList StorageSystemNamedCollections::getNamesAndTypes()
+{
+    return {
+        {"name", std::make_shared<DataTypeString>()},
+        {"collection", std::make_shared<DataTypeString>()},
+    };
+}
+
+StorageSystemNamedCollections::StorageSystemNamedCollections(const StorageID & table_id_)
+    : IStorageSystemOneBlock(table_id_)
+{
+}
+
+void StorageSystemNamedCollections::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
+{
+    context->checkAccess(AccessType::SHOW_NAMED_COLLECTIONS);
+
+    auto collections = NamedCollectionFactory::instance().getAll();
+
+    for (const auto & [name, collection] : collections)
+    {
+        res_columns[0]->insert(name);
+        res_columns[1]->insert(collection->toString());
+    }
+}
+
+}
diff --git a/src/Storages/System/StorageSystemNamedCollections.h b/src/Storages/System/StorageSystemNamedCollections.h
new file mode 100644
index 00000000000..d20fa62d30b
--- /dev/null
+++ b/src/Storages/System/StorageSystemNamedCollections.h
@@ -0,0 +1,21 @@
+#pragma once
+
+#include <Storages/System/IStorageSystemOneBlock.h>
+
+namespace DB
+{
+
+class StorageSystemNamedCollections final : public IStorageSystemOneBlock<StorageSystemNamedCollections>
+{
+public:
+    explicit StorageSystemNamedCollections(const StorageID & table_id_);
+
+    std::string getName() const override { return "SystemNamedCollections"; }
+
+    static NamesAndTypesList getNamesAndTypes();
+
+protected:
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
+};
+
+}
diff --git a/src/Storages/System/attachSystemTables.cpp b/src/Storages/System/attachSystemTables.cpp
index d3b81f4d1f9..068f7ddce46 100644
--- a/src/Storages/System/attachSystemTables.cpp
+++ b/src/Storages/System/attachSystemTables.cpp
@@ -72,6 +72,7 @@
 #include <Storages/System/StorageSystemAsynchronousInserts.h>
 #include <Storages/System/StorageSystemTransactions.h>
 #include <Storages/System/StorageSystemFilesystemCache.h>
+#include <Storages/System/StorageSystemNamedCollections.h>
 #include <Storages/System/StorageSystemRemoteDataPaths.h>
 #include <Storages/System/StorageSystemCertificates.h>
 #include <Storages/System/StorageSystemSchemaInferenceCache.h>
@@ -174,6 +175,7 @@ void attachSystemTablesServer(ContextPtr context, IDatabase & system_database, b
     attach<StorageSystemFilesystemCache>(context, system_database, "filesystem_cache");
     attach<StorageSystemRemoteDataPaths>(context, system_database, "remote_data_paths");
     attach<StorageSystemCertificates>(context, system_database, "certificates");
+    attach<StorageSystemNamedCollections>(context, system_database, "named_collections");
 
     if (has_zookeeper)
         attach<StorageSystemZooKeeper>(context, system_database, "zookeeper");

From a47aac3e2bec561364cdea6318c833bfa3b4d265 Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Thu, 10 Nov 2022 17:07:17 +0100
Subject: [PATCH 093/211] Better system table structure

---
 src/Storages/NamedCollections.cpp             | 15 +++++++++--
 src/Storages/NamedCollections.h               |  4 +++
 .../System/StorageSystemNamedCollections.cpp  | 25 +++++++++++++++++--
 3 files changed, 40 insertions(+), 4 deletions(-)

diff --git a/src/Storages/NamedCollections.cpp b/src/Storages/NamedCollections.cpp
index f598a302516..e7c86f0e549 100644
--- a/src/Storages/NamedCollections.cpp
+++ b/src/Storages/NamedCollections.cpp
@@ -299,8 +299,14 @@ public:
         setConfigValue(*config, key, value);
     }
 
-    /// Get a string representation of the collection structure.
-    /// Used for debugging and tests.
+    std::map<Key, Value> dumpStructure()
+    {
+        std::map<Key, Value> result;
+        for (const auto & [key, _] : collection_info)
+            result.emplace(key, get(key));
+        return result;
+    }
+
     std::string toString() const
     {
         /// Convert a collection config like
@@ -518,6 +524,11 @@ NamedCollection::Value NamedCollection::get(const Key & key) const
     return pimpl->get(key);
 }
 
+std::map<NamedCollection::Key, NamedCollection::Value> NamedCollection::dumpStructure() const
+{
+    return pimpl->dumpStructure();
+}
+
 std::string NamedCollection::toString() const
 {
     return pimpl->toString();
diff --git a/src/Storages/NamedCollections.h b/src/Storages/NamedCollections.h
index cfc7ef5ef2f..75884d96ce9 100644
--- a/src/Storages/NamedCollections.h
+++ b/src/Storages/NamedCollections.h
@@ -97,6 +97,10 @@ public:
 
     Value get(const Key & key) const;
 
+    std::map<Key, Value> dumpStructure() const;
+
+    /// Get a string representation of the collection structure.
+    /// Used for debugging and tests.
     std::string toString() const;
 };
 
diff --git a/src/Storages/System/StorageSystemNamedCollections.cpp b/src/Storages/System/StorageSystemNamedCollections.cpp
index a53b6dc9bd3..3fc9c5c8313 100644
--- a/src/Storages/System/StorageSystemNamedCollections.cpp
+++ b/src/Storages/System/StorageSystemNamedCollections.cpp
@@ -1,8 +1,13 @@
 #include "StorageSystemNamedCollections.h"
+
+#include <Common/FieldVisitorToString.h>
 #include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypeMap.h>
 #include <Interpreters/Context.h>
+#include <Interpreters/ProfileEventsExt.h>
 #include <Access/Common/AccessType.h>
 #include <Access/Common/AccessFlags.h>
+#include <Columns/ColumnMap.h>
 #include <Storages/NamedCollections.h>
 
 
@@ -13,7 +18,7 @@ NamesAndTypesList StorageSystemNamedCollections::getNamesAndTypes()
 {
     return {
         {"name", std::make_shared<DataTypeString>()},
-        {"collection", std::make_shared<DataTypeString>()},
+        {"collection", std::make_shared<DataTypeMap>(std::make_shared<DataTypeString>(), std::make_shared<DataTypeString>())},
     };
 }
 
@@ -31,7 +36,23 @@ void StorageSystemNamedCollections::fillData(MutableColumns & res_columns, Conte
     for (const auto & [name, collection] : collections)
     {
         res_columns[0]->insert(name);
-        res_columns[1]->insert(collection->toString());
+
+        auto * column_map = typeid_cast<ColumnMap *>(res_columns[1].get());
+
+        auto & offsets = column_map->getNestedColumn().getOffsets();
+        auto & tuple_column = column_map->getNestedData();
+        auto & key_column = tuple_column.getColumn(0);
+        auto & value_column = tuple_column.getColumn(1);
+
+        size_t size = 0;
+        for (const auto & [key, value] : collection->dumpStructure())
+        {
+            key_column.insertData(key.data(), key.size());
+            value_column.insert(convertFieldToString(value));
+            size++;
+        }
+
+        offsets.push_back(offsets.back() + size);
     }
 }
 

From fe283af82bf7d168710440d69d28b4b6d5dbd194 Mon Sep 17 00:00:00 2001
From: robot-clickhouse <robot-clickhouse@clickhouse.com>
Date: Thu, 10 Nov 2022 16:08:05 +0000
Subject: [PATCH 094/211] Automatic style fix

---
 tests/integration/test_global_overcommit_tracker/test.py | 1 +
 tests/integration/test_overcommit_tracker/test.py        | 4 +---
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/tests/integration/test_global_overcommit_tracker/test.py b/tests/integration/test_global_overcommit_tracker/test.py
index 654f11be45a..6bedc03a30e 100644
--- a/tests/integration/test_global_overcommit_tracker/test.py
+++ b/tests/integration/test_global_overcommit_tracker/test.py
@@ -8,6 +8,7 @@ node = cluster.add_instance(
     "node", main_configs=["configs/global_overcommit_tracker.xml"]
 )
 
+
 @pytest.fixture(scope="module", autouse=True)
 def start_cluster():
     try:
diff --git a/tests/integration/test_overcommit_tracker/test.py b/tests/integration/test_overcommit_tracker/test.py
index 50af8525b99..50979526e6a 100644
--- a/tests/integration/test_overcommit_tracker/test.py
+++ b/tests/integration/test_overcommit_tracker/test.py
@@ -4,9 +4,7 @@ from helpers.cluster import ClickHouseCluster
 
 cluster = ClickHouseCluster(__file__)
 
-node = cluster.add_instance(
-    "node"
-)
+node = cluster.add_instance("node")
 
 
 @pytest.fixture(scope="module", autouse=True)

From 5c147262e9b3338af46dfca67d22b5d544a5b44b Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Thu, 10 Nov 2022 16:36:30 +0000
Subject: [PATCH 095/211] add toc

---
 .../example-datasets/github.md                | 99 +++++++++++++------
 1 file changed, 71 insertions(+), 28 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index 6a5c9eab2f5..c8530f4dc92 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -20,6 +20,43 @@ As of November 8th, 2022, each tsv is approximately the following size and numbe
 - `file_changes` - 53M - 266,051 rows
 - `line_changes` - 2.7G - 7,535,157 rows
 
+# Table of Contents
+
+- [ClickHouse GitHub data](#clickhouse-github-data)
+- [Table of Contents](#table-of-contents)
+- [Generating the data](#generating-the-data)
+- [Downloading and inserting the data](#downloading-and-inserting-the-data)
+- [Queries](#queries)
+  - [History of a single file](#history-of-a-single-file)
+  - [Find the current active files](#find-the-current-active-files)
+  - [List files with most modifications](#list-files-with-most-modifications)
+  - [What day of the week do commits usually occur?](#what-day-of-the-week-do-commits-usually-occur)
+  - [History of subdirectory/file - number of lines, commits and contributors over time](#history-of-subdirectoryfile---number-of-lines-commits-and-contributors-over-time)
+  - [List files with maximum number of authors](#list-files-with-maximum-number-of-authors)
+  - [Oldest lines of code in the repository](#oldest-lines-of-code-in-the-repository)
+  - [Files with longest history](#files-with-longest-history)
+  - [Distribution of contributors with respect to docs and code over the month](#distribution-of-contributors-with-respect-to-docs-and-code-over-the-month)
+  - [Authors with the most diverse impact](#authors-with-the-most-diverse-impact)
+  - [Favorite files for an author](#favorite-files-for-an-author)
+  - [Largest files with lowest number of authors](#largest-files-with-lowest-number-of-authors)
+  - [Commits and lines of code distribution by time; by weekday, by author; for specific subdirectories](#commits-and-lines-of-code-distribution-by-time-by-weekday-by-author-for-specific-subdirectories)
+  - [Matrix of authors that shows what authors tends to rewrite another authors code](#matrix-of-authors-that-shows-what-authors-tends-to-rewrite-another-authors-code)
+  - [Who is the highest percentage contributor per day of week?](#who-is-the-highest-percentage-contributor-per-day-of-week)
+  - [Distribution of code age across repository](#distribution-of-code-age-across-repository)
+  - [What percentage of code for an author has been removed by other authors?](#what-percentage-of-code-for-an-author-has-been-removed-by-other-authors)
+  - [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
+  - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
+  - [Files sorted by average code age](#files-sorted-by-average-code-age)
+  - [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
+  - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
+  - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
+  - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
+  - [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
+  - [Most consecutive days of commits by an author](#most-consecutive-days-of-commits-by-an-author)
+  - [Line by line commit history of a file](#line-by-line-commit-history-of-a-file)
+- [Unsolved Questions](#unsolved-questions)
+  - [Git blame](#git-blame)
+
 # Generating the data
 
 ```bash
@@ -202,34 +239,40 @@ FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commit
 
 The tool suggests several queries via its help output. We have answered these in addition to some additional supplementary questions of interest:
 
-- [History of a single file](#history-of-a-single-file)
-- [Find the current active files](#find-the-current-active-files)
-- [List files with most modifications](#list-files-with-most-modifications)
-- [What day of the week do commits usually occur?](#what-day-of-the-week-do-commits-usually-occur)
-- [List files with maximum number of authors](#list-files-with-maximum-number-of-authors)
-- [Oldest lines of code in the repository](#oldest-lines-of-code-in-the-repository)
-- [Files with longest history](#files-with-longest-history)
-- [Distribution of contributors with respect to docs and code over the month](#distribution-of-contributors-with-respect-to-docs-and-code-over-the-month)
-- [Authors with the most diverse impact](#authors-with-the-most-diverse-impact)
-- [Favorite files for an author](#favorite-files-for-an-author)
-- [Largest files with lowest number of authors](#largest-files-with-lowest-number-of-authors)
-- [Commits and lines of code distribution by time; by weekday, by author; for specific subdirectories](#commits-and-lines-of-code-distribution-by-time-by-weekday-by-author-for-specific-subdirectories)
-- [Matrix of authors that shows what authors tends to rewrite another authors code](#matrix-of-authors-that-shows-what-authors-tends-to-rewrite-another-authors-code)
-- [Who is the highest percentage contributor per day of week?](#who-is-the-highest-percentage-contributor-per-day-of-week)
-- [Distribution of code age across repository](#distribution-of-code-age-across-repository)
-- [What percentage of code for an author has been removed by other authors?](#what-percentage-of-code-for-an-author-has-been-removed-by-other-authors)
-- [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
-- [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
-- [History of subdirectory/file - number of lines, commits and contributors over time](#history-of-subdirectoryfile---number-of-lines-commits-and-contributors-over-time)
-- [Files sorted by average code age](#files-sorted-by-average-code-age)
-- [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
-- [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
-- [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
-- [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
-- [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
-- [Most consecutive days of commits by an author](#most-consecutive-days-of-commits-by-an-author)
-- [Line by line commit history of a file](#line-by-line-commit-history-of-a-file)
-- [Show Git blame for a file](#git-blame)
+- [ClickHouse GitHub data](#clickhouse-github-data)
+- [Table of Contents](#table-of-contents)
+- [Generating the data](#generating-the-data)
+- [Downloading and inserting the data](#downloading-and-inserting-the-data)
+- [Queries](#queries)
+  - [History of a single file](#history-of-a-single-file)
+  - [Find the current active files](#find-the-current-active-files)
+  - [List files with most modifications](#list-files-with-most-modifications)
+  - [What day of the week do commits usually occur?](#what-day-of-the-week-do-commits-usually-occur)
+  - [History of subdirectory/file - number of lines, commits and contributors over time](#history-of-subdirectoryfile---number-of-lines-commits-and-contributors-over-time)
+  - [List files with maximum number of authors](#list-files-with-maximum-number-of-authors)
+  - [Oldest lines of code in the repository](#oldest-lines-of-code-in-the-repository)
+  - [Files with longest history](#files-with-longest-history)
+  - [Distribution of contributors with respect to docs and code over the month](#distribution-of-contributors-with-respect-to-docs-and-code-over-the-month)
+  - [Authors with the most diverse impact](#authors-with-the-most-diverse-impact)
+  - [Favorite files for an author](#favorite-files-for-an-author)
+  - [Largest files with lowest number of authors](#largest-files-with-lowest-number-of-authors)
+  - [Commits and lines of code distribution by time; by weekday, by author; for specific subdirectories](#commits-and-lines-of-code-distribution-by-time-by-weekday-by-author-for-specific-subdirectories)
+  - [Matrix of authors that shows what authors tends to rewrite another authors code](#matrix-of-authors-that-shows-what-authors-tends-to-rewrite-another-authors-code)
+  - [Who is the highest percentage contributor per day of week?](#who-is-the-highest-percentage-contributor-per-day-of-week)
+  - [Distribution of code age across repository](#distribution-of-code-age-across-repository)
+  - [What percentage of code for an author has been removed by other authors?](#what-percentage-of-code-for-an-author-has-been-removed-by-other-authors)
+  - [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
+  - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
+  - [Files sorted by average code age](#files-sorted-by-average-code-age)
+  - [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
+  - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
+  - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
+  - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
+  - [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
+  - [Most consecutive days of commits by an author](#most-consecutive-days-of-commits-by-an-author)
+  - [Line by line commit history of a file](#line-by-line-commit-history-of-a-file)
+- [Unsolved Questions](#unsolved-questions)
+  - [Git blame](#git-blame)
 
 These queries are of approximately increasing complexity vs. the tool's arbitrary order.
 

From afc6c8bb7389dc94fee9d0e9c69049ef00bd83ee Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Wed, 2 Nov 2022 16:05:59 +0100
Subject: [PATCH 096/211] tests: add ATTACH FROM s3_plain for wide part

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../configs/disk_s3.xml                       | 29 +++++++++---
 .../test_attach_backup_from_s3_plain/test.py  | 45 ++++++++++++++++---
 2 files changed, 60 insertions(+), 14 deletions(-)

diff --git a/tests/integration/test_attach_backup_from_s3_plain/configs/disk_s3.xml b/tests/integration/test_attach_backup_from_s3_plain/configs/disk_s3.xml
index 67278694d39..e4f481d3325 100644
--- a/tests/integration/test_attach_backup_from_s3_plain/configs/disk_s3.xml
+++ b/tests/integration/test_attach_backup_from_s3_plain/configs/disk_s3.xml
@@ -9,23 +9,38 @@
                 <secret_access_key>minio123</secret_access_key>
                 <s3_max_single_part_upload_size>33554432</s3_max_single_part_upload_size>
             </backup_disk_s3_plain>
-            <attach_disk_s3_plain>
+            <s3_backup_compact>
                 <type>s3_plain</type>
-                <!-- NOTE: /backup/ is a name of BACKUP -->
-                <endpoint>http://minio1:9001/root/data/disks/disk_s3_plain/backup/</endpoint>
+                <!-- NOTE: /backup_compact/ is a name of BACKUP -->
+                <endpoint>http://minio1:9001/root/data/disks/disk_s3_plain/backup_compact/</endpoint>
                 <access_key_id>minio</access_key_id>
                 <secret_access_key>minio123</secret_access_key>
                 <s3_max_single_part_upload_size>33554432</s3_max_single_part_upload_size>
-            </attach_disk_s3_plain>
+            </s3_backup_compact>
+            <s3_backup_wide>
+                <type>s3_plain</type>
+                <!-- NOTE: /backup_wide/ is a name of BACKUP -->
+                <endpoint>http://minio1:9001/root/data/disks/disk_s3_plain/backup_wide/</endpoint>
+                <access_key_id>minio</access_key_id>
+                <secret_access_key>minio123</secret_access_key>
+                <s3_max_single_part_upload_size>33554432</s3_max_single_part_upload_size>
+            </s3_backup_wide>
         </disks>
         <policies>
-            <attach_policy_s3_plain>
+            <s3_backup_compact>
                 <volumes>
                     <main>
-                        <disk>attach_disk_s3_plain</disk>
+                        <disk>s3_backup_compact</disk>
                     </main>
                 </volumes>
-            </attach_policy_s3_plain>
+            </s3_backup_compact>
+            <s3_backup_wide>
+                <volumes>
+                    <main>
+                        <disk>s3_backup_wide</disk>
+                    </main>
+                </volumes>
+            </s3_backup_wide>
         </policies>
     </storage_configuration>
     <backups>
diff --git a/tests/integration/test_attach_backup_from_s3_plain/test.py b/tests/integration/test_attach_backup_from_s3_plain/test.py
index 35d53d5b8bd..f544a0c6e0a 100644
--- a/tests/integration/test_attach_backup_from_s3_plain/test.py
+++ b/tests/integration/test_attach_backup_from_s3_plain/test.py
@@ -21,20 +21,51 @@ def start_cluster():
         cluster.shutdown()
 
 
-def test_attach_backup():
+@pytest.mark.parametrize(
+    "table_name,backup_name,storage_policy,min_bytes_for_wide_part",
+    [
+        pytest.param(
+            "compact", "backup_compact", "s3_backup_compact", int(1e9), id="compact"
+        ),
+        pytest.param("wide", "backup_wide", "s3_backup_wide", int(0), id="wide"),
+    ],
+)
+def test_attach_compact_part(
+    table_name, backup_name, storage_policy, min_bytes_for_wide_part
+):
     node.query(
         f"""
+    -- Catch any errors (NOTE: warnings are ok)
+    set send_logs_level='error';
+
     -- BACKUP writes Ordinary like structure
     set allow_deprecated_database_ordinary=1;
-    create database ordinary engine=Ordinary;
 
-    create table ordinary.test_backup_attach engine=MergeTree() order by tuple() as select * from numbers(100);
+    create database ordinary_db engine=Ordinary;
+
+    create table ordinary_db.{table_name} engine=MergeTree() order by tuple() as select * from numbers(100);
     -- NOTE: name of backup ("backup") is significant.
-    backup table ordinary.test_backup_attach TO Disk('backup_disk_s3_plain', 'backup');
+    backup table ordinary_db.{table_name} TO Disk('backup_disk_s3_plain', '{backup_name}');
 
-    drop table ordinary.test_backup_attach;
-    attach table ordinary.test_backup_attach (number UInt64) engine=MergeTree() order by tuple() settings storage_policy='attach_policy_s3_plain';
+    drop table ordinary_db.{table_name};
+    attach table ordinary_db.{table_name} (number UInt64)
+    engine=MergeTree()
+    order by tuple()
+    settings
+        min_bytes_for_wide_part={min_bytes_for_wide_part},
+        storage_policy='{storage_policy}';
     """
     )
 
-    assert int(node.query("select count() from ordinary.test_backup_attach")) == 100
+    assert int(node.query(f"select count() from ordinary_db.{table_name}")) == 100
+
+    node.query(
+        f"""
+    -- NOTE: be aware not to DROP the table, but DETACH first to keep it in S3.
+    detach table ordinary_db.{table_name};
+
+    -- NOTE: DROP DATABASE cannot be done w/o this due to metadata leftovers
+    set force_remove_data_recursively_on_drop=1;
+    drop database ordinary_db sync;
+    """
+    )

From 434b9c14d80612ff085deeca77eeaf4345f13b8f Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 05:34:39 +0100
Subject: [PATCH 097/211] Handle all entries for azure blob storage (not only
 first 5k)

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../AzureBlobStorage/AzureObjectStorage.cpp         | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
index c3549701ec1..81bfdc6d5ff 100644
--- a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
@@ -149,10 +149,17 @@ void AzureObjectStorage::findAllFiles(const std::string & path, RelativePathsWit
     blobs_list_options.Prefix = path;
 
     auto blobs_list_response = client_ptr->ListBlobs(blobs_list_options);
-    auto blobs_list = blobs_list_response.Blobs;
+    for (;;)
+    {
+        auto blobs_list = blobs_list_response.Blobs;
 
-    for (const auto & blob : blobs_list)
-        children.emplace_back(blob.Name, blob.BlobSize);
+        for (const auto & blob : blobs_list)
+            children.emplace_back(blob.Name, blob.BlobSize);
+
+        if (!blobs_list_response.HasPage())
+            break;
+        blobs_list_response.MoveToNextPage();
+    }
 }
 
 /// Remove file. Throws exception if file doesn't exists or it's a directory.

From 7b7ae175dff578b44a96b88fa3960126b0c6c4cc Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 05:38:19 +0100
Subject: [PATCH 098/211] Add max_keys for IObjectStorage::findAllFiles()

v2: Fix google-default-arguments for IObjectStorage::findAllFiles()
v3: Update max_keys for S3 requests in S3ObjectStorage::findAllFiles() loop
v4: Clarify things about max_keys vs list_object_keys_size in S3ObjectStorage::findAllFiles()
Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../AzureBlobStorage/AzureObjectStorage.cpp       |  6 +++++-
 .../AzureBlobStorage/AzureObjectStorage.h         |  2 +-
 .../ObjectStorages/Cached/CachedObjectStorage.cpp |  4 ++--
 .../ObjectStorages/Cached/CachedObjectStorage.h   |  2 +-
 ...skObjectStorageRemoteMetadataRestoreHelper.cpp |  4 ++--
 src/Disks/ObjectStorages/IObjectStorage.cpp       |  2 +-
 src/Disks/ObjectStorages/IObjectStorage.h         |  6 +++++-
 src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp   | 15 +++++++++++++--
 src/Disks/ObjectStorages/S3/S3ObjectStorage.h     |  2 +-
 9 files changed, 31 insertions(+), 12 deletions(-)

diff --git a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
index 81bfdc6d5ff..a99fafec71b 100644
--- a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
@@ -141,12 +141,14 @@ std::unique_ptr<WriteBufferFromFileBase> AzureObjectStorage::writeObject( /// NO
     return std::make_unique<WriteIndirectBufferFromRemoteFS>(std::move(buffer), std::move(finalize_callback), object.absolute_path);
 }
 
-void AzureObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSize & children) const
+void AzureObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const
 {
     auto client_ptr = client.get();
 
     Azure::Storage::Blobs::ListBlobsOptions blobs_list_options;
     blobs_list_options.Prefix = path;
+    if (max_keys)
+        blobs_list_options.PageSizeHint = max_keys;
 
     auto blobs_list_response = client_ptr->ListBlobs(blobs_list_options);
     for (;;)
@@ -156,6 +158,8 @@ void AzureObjectStorage::findAllFiles(const std::string & path, RelativePathsWit
         for (const auto & blob : blobs_list)
             children.emplace_back(blob.Name, blob.BlobSize);
 
+        if (max_keys && children.size() >= static_cast<size_t>(max_keys))
+            break;
         if (!blobs_list_response.HasPage())
             break;
         blobs_list_response.MoveToNextPage();
diff --git a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h
index 6fd41dae2ec..32b69a9ea78 100644
--- a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h
+++ b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h
@@ -84,7 +84,7 @@ public:
         size_t buf_size = DBMS_DEFAULT_BUFFER_SIZE,
         const WriteSettings & write_settings = {}) override;
 
-    void findAllFiles(const std::string & path, RelativePathsWithSize & children) const override;
+    void findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const override;
 
     /// Remove file. Throws exception if file doesn't exists or it's a directory.
     void removeObject(const StoredObject & object) override;
diff --git a/src/Disks/ObjectStorages/Cached/CachedObjectStorage.cpp b/src/Disks/ObjectStorages/Cached/CachedObjectStorage.cpp
index f3d3f049dc1..505b26ebb3a 100644
--- a/src/Disks/ObjectStorages/Cached/CachedObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/Cached/CachedObjectStorage.cpp
@@ -282,9 +282,9 @@ std::unique_ptr<IObjectStorage> CachedObjectStorage::cloneObjectStorage(
     return object_storage->cloneObjectStorage(new_namespace, config, config_prefix, context);
 }
 
-void CachedObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSize & children) const
+void CachedObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const
 {
-    object_storage->findAllFiles(path, children);
+    object_storage->findAllFiles(path, children, max_keys);
 }
 
 ObjectMetadata CachedObjectStorage::getObjectMetadata(const std::string & path) const
diff --git a/src/Disks/ObjectStorages/Cached/CachedObjectStorage.h b/src/Disks/ObjectStorages/Cached/CachedObjectStorage.h
index 64e6eed45bb..b84382a762a 100644
--- a/src/Disks/ObjectStorages/Cached/CachedObjectStorage.h
+++ b/src/Disks/ObjectStorages/Cached/CachedObjectStorage.h
@@ -72,7 +72,7 @@ public:
         const std::string & config_prefix,
         ContextPtr context) override;
 
-    void findAllFiles(const std::string & path, RelativePathsWithSize & children) const override;
+    void findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const override;
 
     ObjectMetadata getObjectMetadata(const std::string & path) const override;
 
diff --git a/src/Disks/ObjectStorages/DiskObjectStorageRemoteMetadataRestoreHelper.cpp b/src/Disks/ObjectStorages/DiskObjectStorageRemoteMetadataRestoreHelper.cpp
index 4ea42616ba2..2ae5e46eb66 100644
--- a/src/Disks/ObjectStorages/DiskObjectStorageRemoteMetadataRestoreHelper.cpp
+++ b/src/Disks/ObjectStorages/DiskObjectStorageRemoteMetadataRestoreHelper.cpp
@@ -390,7 +390,7 @@ void DiskObjectStorageRemoteMetadataRestoreHelper::restoreFiles(IObjectStorage *
     };
 
     RelativePathsWithSize children;
-    source_object_storage->findAllFiles(restore_information.source_path, children);
+    source_object_storage->findAllFiles(restore_information.source_path, children, /* max_keys= */ 0);
 
     restore_files(children);
 
@@ -540,7 +540,7 @@ void DiskObjectStorageRemoteMetadataRestoreHelper::restoreFileOperations(IObject
     };
 
     RelativePathsWithSize children;
-    source_object_storage->findAllFiles(restore_information.source_path + "operations/", children);
+    source_object_storage->findAllFiles(restore_information.source_path + "operations/", children, /* max_keys= */ 0);
     restore_file_operations(children);
 
     if (restore_information.detached)
diff --git a/src/Disks/ObjectStorages/IObjectStorage.cpp b/src/Disks/ObjectStorages/IObjectStorage.cpp
index 3f8ac566603..45ecad35747 100644
--- a/src/Disks/ObjectStorages/IObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/IObjectStorage.cpp
@@ -14,7 +14,7 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-void IObjectStorage::findAllFiles(const std::string &, RelativePathsWithSize &) const
+void IObjectStorage::findAllFiles(const std::string &, RelativePathsWithSize &, int) const
 {
     throw Exception(ErrorCodes::NOT_IMPLEMENTED, "findAllFiles() is not supported");
 }
diff --git a/src/Disks/ObjectStorages/IObjectStorage.h b/src/Disks/ObjectStorages/IObjectStorage.h
index 9451ae31b07..c570dfb6e9b 100644
--- a/src/Disks/ObjectStorages/IObjectStorage.h
+++ b/src/Disks/ObjectStorages/IObjectStorage.h
@@ -73,13 +73,17 @@ public:
     ///     find . -type f
     ///
     /// @param children - out files (relative paths) with their sizes.
+    /// @param max_keys - return not more then max_keys children
+    /// NOTE: max_keys is not the same as list_object_keys_size (disk property)
+    /// - if max_keys is set not more then max_keys keys should be returned
+    /// - however list_object_keys_size determine the size of the batch and should return all keys
     ///
     /// NOTE: It makes sense only for real object storages (S3, Azure), since
     /// it is used only for one of the following:
     /// - send_metadata (to restore metadata)
     ///   - see DiskObjectStorage::restoreMetadataIfNeeded()
     /// - MetadataStorageFromPlainObjectStorage - only for s3_plain disk
-    virtual void findAllFiles(const std::string & path, RelativePathsWithSize & children) const;
+    virtual void findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const;
 
     /// Analog of directory content for object storage (object storage does not
     /// have "directory" definition, but it can be emulated with usage of
diff --git a/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp b/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp
index 0c421ee03d7..6b4c7bb3e12 100644
--- a/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp
@@ -248,7 +248,7 @@ std::unique_ptr<WriteBufferFromFileBase> S3ObjectStorage::writeObject( /// NOLIN
         std::move(s3_buffer), std::move(finalize_callback), object.absolute_path);
 }
 
-void S3ObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSize & children) const
+void S3ObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const
 {
     auto settings_ptr = s3_settings.get();
     auto client_ptr = client.get();
@@ -256,7 +256,10 @@ void S3ObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSi
     Aws::S3::Model::ListObjectsV2Request request;
     request.SetBucket(bucket);
     request.SetPrefix(path);
-    request.SetMaxKeys(settings_ptr->list_object_keys_size);
+    if (max_keys)
+        request.SetMaxKeys(max_keys);
+    else
+        request.SetMaxKeys(settings_ptr->list_object_keys_size);
 
     Aws::S3::Model::ListObjectsV2Outcome outcome;
     do
@@ -275,6 +278,14 @@ void S3ObjectStorage::findAllFiles(const std::string & path, RelativePathsWithSi
         for (const auto & object : objects)
             children.emplace_back(object.GetKey(), object.GetSize());
 
+        if (max_keys)
+        {
+            int keys_left = max_keys - static_cast<int>(children.size());
+            if (keys_left <= 0)
+                break;
+            request.SetMaxKeys(keys_left);
+        }
+
         request.SetContinuationToken(outcome.GetResult().GetNextContinuationToken());
     } while (outcome.GetResult().GetIsTruncated());
 }
diff --git a/src/Disks/ObjectStorages/S3/S3ObjectStorage.h b/src/Disks/ObjectStorages/S3/S3ObjectStorage.h
index 56f1c895924..447ca034aac 100644
--- a/src/Disks/ObjectStorages/S3/S3ObjectStorage.h
+++ b/src/Disks/ObjectStorages/S3/S3ObjectStorage.h
@@ -105,7 +105,7 @@ public:
         size_t buf_size = DBMS_DEFAULT_BUFFER_SIZE,
         const WriteSettings & write_settings = {}) override;
 
-    void findAllFiles(const std::string & path, RelativePathsWithSize & children) const override;
+    void findAllFiles(const std::string & path, RelativePathsWithSize & children, int max_keys) const override;
     void getDirectoryContents(const std::string & path,
         RelativePathsWithSize & files,
         std::vector<std::string> & directories) const override;

From 41884d3b8848c3931bbe32424ff2b335e5dcf484 Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 05:39:53 +0100
Subject: [PATCH 099/211] Optimize
 MetadataStorageFromPlainObjectStorage::getFileSize()

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp b/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
index 259f6e01fd7..456e7582307 100644
--- a/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
@@ -66,7 +66,7 @@ bool MetadataStorageFromPlainObjectStorage::isDirectory(const std::string & path
 uint64_t MetadataStorageFromPlainObjectStorage::getFileSize(const String & path) const
 {
     RelativePathsWithSize children;
-    object_storage->findAllFiles(getAbsolutePath(path), children);
+    object_storage->findAllFiles(getAbsolutePath(path), children, 1);
     if (children.empty())
         return 0;
     if (children.size() != 1)

From 2cbc61df1807cfb5efda0431a8c0bed68797015c Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 05:40:57 +0100
Subject: [PATCH 100/211] Fix ATTACH FROM s3_plain for wide part

Previously because of incorrect
MetadataStorageFromPlainObjectStorage::exists(), that used
S3ObjectStorage::exists() before, which works only for existing keys,
not some intermediate path.

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../MetadataStorageFromPlainObjectStorage.cpp              | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp b/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
index 456e7582307..8ace42547f3 100644
--- a/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
@@ -39,8 +39,11 @@ std::filesystem::path MetadataStorageFromPlainObjectStorage::getAbsolutePath(con
 
 bool MetadataStorageFromPlainObjectStorage::exists(const std::string & path) const
 {
-    auto object = StoredObject::create(*object_storage, getAbsolutePath(path));
-    return object_storage->exists(object);
+    RelativePathsWithSize children;
+    /// NOTE: exists() cannot be used here since it works only for existing
+    /// key, and does not work for some intermediate path.
+    object_storage->findAllFiles(getAbsolutePath(path), children, 1);
+    return !children.empty();
 }
 
 bool MetadataStorageFromPlainObjectStorage::isFile(const std::string & path) const

From 9296bfb161715c5e720dbce05b21104a028b485f Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 08:25:42 +0100
Subject: [PATCH 101/211] Handle list_object_keys_size for Azure

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../ObjectStorages/AzureBlobStorage/AzureBlobStorageAuth.cpp | 3 ++-
 .../ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp   | 2 ++
 .../ObjectStorages/AzureBlobStorage/AzureObjectStorage.h     | 5 ++++-
 3 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/src/Disks/ObjectStorages/AzureBlobStorage/AzureBlobStorageAuth.cpp b/src/Disks/ObjectStorages/AzureBlobStorage/AzureBlobStorageAuth.cpp
index 590433e91e5..53712639f46 100644
--- a/src/Disks/ObjectStorages/AzureBlobStorage/AzureBlobStorageAuth.cpp
+++ b/src/Disks/ObjectStorages/AzureBlobStorage/AzureBlobStorageAuth.cpp
@@ -147,7 +147,8 @@ std::unique_ptr<AzureObjectStorageSettings> getAzureBlobStorageSettings(const Po
         config.getUInt64(config_prefix + ".max_single_part_upload_size", 100 * 1024 * 1024),
         config.getUInt64(config_prefix + ".min_bytes_for_seek", 1024 * 1024),
         config.getInt(config_prefix + ".max_single_read_retries", 3),
-        config.getInt(config_prefix + ".max_single_download_retries", 3)
+        config.getInt(config_prefix + ".max_single_download_retries", 3),
+        config.getInt(config_prefix + ".list_object_keys_size", 1000)
     );
 }
 
diff --git a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
index a99fafec71b..15ddbe551da 100644
--- a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.cpp
@@ -149,6 +149,8 @@ void AzureObjectStorage::findAllFiles(const std::string & path, RelativePathsWit
     blobs_list_options.Prefix = path;
     if (max_keys)
         blobs_list_options.PageSizeHint = max_keys;
+    else
+        blobs_list_options.PageSizeHint = settings.get()->list_object_keys_size;
 
     auto blobs_list_response = client_ptr->ListBlobs(blobs_list_options);
     for (;;)
diff --git a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h
index 32b69a9ea78..648016fb732 100644
--- a/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h
+++ b/src/Disks/ObjectStorages/AzureBlobStorage/AzureObjectStorage.h
@@ -29,11 +29,13 @@ struct AzureObjectStorageSettings
         uint64_t max_single_part_upload_size_,
         uint64_t min_bytes_for_seek_,
         int max_single_read_retries_,
-        int max_single_download_retries_)
+        int max_single_download_retries_,
+        int list_object_keys_size_)
         : max_single_part_upload_size(max_single_part_upload_size_)
         , min_bytes_for_seek(min_bytes_for_seek_)
         , max_single_read_retries(max_single_read_retries_)
         , max_single_download_retries(max_single_download_retries_)
+        , list_object_keys_size(list_object_keys_size_)
     {
     }
 
@@ -41,6 +43,7 @@ struct AzureObjectStorageSettings
     uint64_t min_bytes_for_seek;
     size_t max_single_read_retries;
     size_t max_single_download_retries;
+    int list_object_keys_size;
 };
 
 using AzureClient = Azure::Storage::Blobs::BlobContainerClient;

From d3e0f1687336826e1db7cf1fd61772a069c103fc Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 08:51:48 +0100
Subject: [PATCH 102/211] Remove common root path in
 MetadataStorageFromPlainObjectStorage::listDirectory()

This path should not leak into users/outside, since later it can be
passed to other APIs, i.e. exists() and so on.

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 .../ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp b/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
index 8ace42547f3..34a9ae021b7 100644
--- a/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/MetadataStorageFromPlainObjectStorage.cpp
@@ -88,6 +88,11 @@ std::vector<std::string> MetadataStorageFromPlainObjectStorage::listDirectory(co
         result.push_back(path_size.relative_path);
     for (const auto & directory : directories)
         result.push_back(directory);
+    for (auto & row : result)
+    {
+        chassert(row.starts_with(object_storage_root_path));
+        row.erase(0, object_storage_root_path.size());
+    }
     return result;
 }
 

From ac27bc0193039a87e3b1289f5866cdfacfaa5c0d Mon Sep 17 00:00:00 2001
From: Azat Khuzhin <a3at.mail@gmail.com>
Date: Thu, 3 Nov 2022 11:48:21 +0100
Subject: [PATCH 103/211] Add trailing slash (/) in
 S3ObjectStorage::getDirectoryContents()

Otherwise it returns only the directory itself.

Signed-off-by: Azat Khuzhin <a.khuzhin@semrush.com>
---
 src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp b/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp
index 6b4c7bb3e12..099a7d458d0 100644
--- a/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp
+++ b/src/Disks/ObjectStorages/S3/S3ObjectStorage.cpp
@@ -299,7 +299,12 @@ void S3ObjectStorage::getDirectoryContents(const std::string & path,
 
     Aws::S3::Model::ListObjectsV2Request request;
     request.SetBucket(bucket);
-    request.SetPrefix(path);
+    /// NOTE: if you do "ls /foo" instead of "ls /foo/" over S3 with this API
+    /// it will return only "/foo" itself without any underlying nodes.
+    if (path.ends_with("/"))
+        request.SetPrefix(path);
+    else
+        request.SetPrefix(path + "/");
     request.SetMaxKeys(settings_ptr->list_object_keys_size);
     request.SetDelimiter("/");
 

From 978f567d422b805ed6cbbebdf8a5d9f5b02b5bee Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Thu, 10 Nov 2022 13:47:35 -0500
Subject: [PATCH 104/211] broken img markdown?

---
 docs/en/getting-started/example-datasets/github.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index c8530f4dc92..d681e91850c 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -578,11 +578,11 @@ This data visualizes well. Below we use Superset.
 
 **For lines added and deleted:**
 
-<img width="100%" alt="image" src="./images/superset-github-lines-added-deleted.png">
+![](./images/superset-github-lines-added-deleted.png)
 
 **For commits and authors:**
 
-<img width="100%" alt="image" src="./images/superset-commits-authors.png">
+![](./images/superset-commits-authors.png)
 
 ## List files with maximum number of authors
 
@@ -2287,4 +2287,4 @@ FORMAT PrettyCompactMonoBlock
 
 This is particularly difficult to get an exact result due to the inability to currently keep state in array functions. This will be possible with an `arrayFold` or `arrayReduce`, which allows state to be held on each iteration.
 
-We welcome solutions here.
\ No newline at end of file
+We welcome solutions here.

From 312875627b811e9e2a1cc6b49c257bbd88d34b0e Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Thu, 10 Nov 2022 13:55:39 -0500
Subject: [PATCH 105/211] spelling

---
 .../example-datasets/github.md                | 22 +++++++++----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index d681e91850c..0ae3f8a4885 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -1,7 +1,7 @@
 ---
 slug: /en/getting-started/example-datasets/github
-sidebar_label: Github Repo Analysis
-description: Analyze the ClickHouse Github repo or any repository of your choosing
+sidebar_label: GitHub Repo Analysis
+description: Analyze the ClickHouse GitHub repo or any repository of your choosing
 ---
 
 # ClickHouse GitHub data
@@ -14,7 +14,7 @@ The generated data provides a `tsv` file for each of the following tables:
 - `file_changes` - files changed in every commit with the info about the change and statistics;
 - `line_changes` - every changed line in every changed file in every commit with full info about the line and the information about the previous change of this line.
 
-As of November 8th, 2022, each tsv is approximately the following size and number of rows:
+As of November 8th, 2022, each TSV is approximately the following size and number of rows:
 
 - `commits` - 7.8M - 266,051 rows
 - `file_changes` - 53M - 266,051 rows
@@ -47,7 +47,7 @@ As of November 8th, 2022, each tsv is approximately the following size and numbe
   - [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
   - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
   - [Files sorted by average code age](#files-sorted-by-average-code-age)
-  - [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
+  - [Who tends to write more tests / CPP code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
   - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
   - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
   - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
@@ -264,7 +264,7 @@ The tool suggests several queries via its help output. We have answered these in
   - [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
   - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
   - [Files sorted by average code age](#files-sorted-by-average-code-age)
-  - [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
+  - [Who tends to write more tests / CPP code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
   - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
   - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
   - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
@@ -390,7 +390,7 @@ LIMIT 10
 10 rows in set. Elapsed: 0.085 sec. Processed 532.10 thousand rows, 8.68 MB (6.30 million rows/s., 102.64 MB/s.)
 ```
 
-Note that this allows for files to be renamed and then re-renamed to their original values. First we aggregare `old_path` for a list of deleted files as a result of renaming. We union this with the last operation for every `path`. Finally, we filter this list to those where the final event is not a `Delete`.
+Note that this allows for files to be renamed and then re-renamed to their original values. First we aggregate `old_path` for a list of deleted files as a result of renaming. We union this with the last operation for every `path`. Finally, we filter this list to those where the final event is not a `Delete`.
 
 ```sql
 SELECT uniq(path)
@@ -1280,7 +1280,7 @@ LIMIT 1 BY day_of_week
 7 rows in set. Elapsed: 0.012 sec. Processed 62.78 thousand rows, 395.47 KB (5.44 million rows/s., 34.27 MB/s.)
 ```
 
-Ok, some possible advantages here to the longest contributor - our founder Alexey. Lets limit our analysis to the last year.
+OK, some possible advantages here to the longest contributor - our founder Alexey. Lets limit our analysis to the last year.
 
 
 ```sql
@@ -1311,7 +1311,7 @@ LIMIT 1 BY day_of_week
 7 rows in set. Elapsed: 0.004 sec. Processed 21.82 thousand rows, 140.02 KB (4.88 million rows/s., 31.29 MB/s.)
 ```
 
-This is still alittle simple and doesn't reflect people's work. 
+This is still a little simple and doesn't reflect people's work. 
 
 A better metric might be who is the top contributor each day as a fraction of the total work performed in the last year. Note that we treat the deletion and adding code equally.
 
@@ -1725,7 +1725,7 @@ LIMIT 10
 10 rows in set. Elapsed: 3.134 sec. Processed 16.13 million rows, 1.83 GB (5.15 million rows/s., 582.99 MB/s.)
 ```
 
-## Who tends to write more tests / cpp code / comments?
+## Who tends to write more tests / CPP code / comments?
 
 There are a few ways we can address this question. Focusing on the code to test ratio, this query is relatively simple - count the number of contributions to folders containing `tests` and compute the ratio to total contributions.
 
@@ -1840,7 +1840,7 @@ LIMIT 10
 10 rows in set. Elapsed: 0.136 sec. Processed 7.54 million rows, 31.57 MB (55.33 million rows/s., 231.83 MB/s.)
 ```
 
-Surprisingly high % for all our contributors and part of what makes our code soo readable.
+Surprisingly high % for all our contributors and part of what makes our code so readable.
 
 ## How does an authors commits change over time with respect to code/comments percentage?
 
@@ -1880,7 +1880,7 @@ LIMIT 10
 
 Ideally, however, we want to see how this changes in aggregate across all authors from the first day they start committing. Do they slowly reduce the number of comments they write?
 
-To compute this, we first work out each author's comments ratio over time - similar to [Who tends to write more tests / cpp code / comments?](#who-tends-to-write-more-tests--cpp-code--comments). This is joined against each author's start date, allowing us to calculate the comment ratio by week offset.
+To compute this, we first work out each author's comments ratio over time - similar to [Who tends to write more tests / CPP code / comments?](#who-tends-to-write-more-tests--cpp-code--comments). This is joined against each author's start date, allowing us to calculate the comment ratio by week offset.
 
 After calculating the average by-week offset across all authors, we sample these results by selecting every 10th week.
 

From a5d06cd90967185b35a55af426169a7b7cdd09f3 Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Thu, 10 Nov 2022 19:58:07 +0100
Subject: [PATCH 106/211] Better Impl

---
 src/Storages/NamedCollections.cpp             | 389 ++++++++----------
 src/Storages/NamedCollections.h               | 110 ++---
 .../System/StorageSystemNamedCollections.cpp  |   4 +-
 .../tests/gtest_named_collections.cpp         |  45 +-
 4 files changed, 239 insertions(+), 309 deletions(-)

diff --git a/src/Storages/NamedCollections.cpp b/src/Storages/NamedCollections.cpp
index e7c86f0e549..3dc34b699d7 100644
--- a/src/Storages/NamedCollections.cpp
+++ b/src/Storages/NamedCollections.cpp
@@ -128,9 +128,7 @@ bool NamedCollectionFactory::existsUnlocked(
         || config->has(getCollectionPrefix(collection_name));
 }
 
-NamedCollectionPtr NamedCollectionFactory::get(
-    const std::string & collection_name,
-    const NamedCollectionInfo & collection_info) const
+NamedCollectionPtr NamedCollectionFactory::get(const std::string & collection_name) const
 {
     std::lock_guard lock(mutex);
     assertInitialized(lock);
@@ -143,12 +141,10 @@ NamedCollectionPtr NamedCollectionFactory::get(
             collection_name);
     }
 
-    return getImpl(collection_name, collection_info, lock);
+    return getImpl(collection_name, lock);
 }
 
-NamedCollectionPtr NamedCollectionFactory::tryGet(
-    const std::string & collection_name,
-    const NamedCollectionInfo & collection_info) const
+NamedCollectionPtr NamedCollectionFactory::tryGet(const std::string & collection_name) const
 {
     std::lock_guard lock(mutex);
     assertInitialized(lock);
@@ -156,12 +152,11 @@ NamedCollectionPtr NamedCollectionFactory::tryGet(
     if (!existsUnlocked(collection_name, lock))
         return nullptr;
 
-    return getImpl(collection_name, collection_info, lock);
+    return getImpl(collection_name, lock);
 }
 
 NamedCollectionPtr NamedCollectionFactory::getImpl(
     const std::string & collection_name,
-    const NamedCollectionInfo & collection_info,
     std::lock_guard<std::mutex> & /* lock */) const
 {
     auto it = named_collections.find(collection_name);
@@ -169,8 +164,7 @@ NamedCollectionPtr NamedCollectionFactory::getImpl(
     {
         it = named_collections.emplace(
             collection_name,
-            std::make_unique<NamedCollection>(
-                *config, collection_name, collection_info)).first;
+            NamedCollection::create(*config, collection_name)).first;
     }
     return it->second;
 }
@@ -225,36 +219,12 @@ NamedCollectionFactory::NamedCollections NamedCollectionFactory::getAll() const
     Poco::Util::AbstractConfiguration::Keys config_collections_names;
     config->keys(NAMED_COLLECTIONS_CONFIG_PREFIX, config_collections_names);
 
-    for (const auto & name : config_collections_names)
+    for (const auto & collection_name : config_collections_names)
     {
-        if (result.contains(name))
+        if (result.contains(collection_name))
             continue;
 
-        const auto collection_prefix = getCollectionPrefix(name);
-        std::queue<std::string> enumerate_input;
-        std::set<std::string> enumerate_result;
-
-        enumerate_input.push(collection_prefix);
-        collectKeys(*config, enumerate_input, enumerate_result);
-
-        NamedCollectionInfo collection_info;
-
-        /// Collection does not have any keys.
-        /// (`enumerate_result` == <collection_path>).
-        const bool collection_is_empty = enumerate_result.size() == 1;
-        if (!collection_is_empty)
-        {
-            for (const auto & path : enumerate_result)
-            {
-                collection_info.emplace(
-                    /// Skip collection prefix and add +1 to avoid '.' in the beginning.
-                    path.substr(std::strlen(collection_prefix.data()) + 1),
-                    NamedCollectionValueInfo{});
-            }
-        }
-
-        result.emplace(
-            name, std::make_unique<NamedCollection>(*config, name, collection_info));
+        result.emplace(collection_name, NamedCollection::create(*config, collection_name));
     }
 
     return result;
@@ -271,43 +241,46 @@ private:
     ///      ...
     ///  </collection1>
     ConfigurationPtr config;
-    /// Information about the values of keys. Key is a path to the
-    /// value represented as a dot concatenated list of keys.
-    const CollectionInfo collection_info;
+    Keys keys;
 
 public:
     Impl(const Poco::Util::AbstractConfiguration & config_,
          const std::string & collection_name_,
-         const NamedCollectionInfo & collection_info_)
+         const Keys & keys_)
         : config(createEmptyConfiguration(collection_name_))
-        , collection_info(collection_info_)
+        , keys(keys_)
     {
         auto collection_path = getCollectionPrefix(collection_name_);
-        for (const auto & [key, value_info] : collection_info)
-            copyConfigValue(
-                config_, collection_path + '.' + key, *config, key, value_info.type);
+        for (const auto & key : keys)
+            copyConfigValue<String>(config_, collection_path + '.' + key, *config, key);
     }
 
-    Value get(const Key & key) const
+    ImplPtr copy() const
     {
-        auto value_info = collection_info.at(key);
-        return getConfigValue(*config, key, value_info.type, value_info.is_required);
+        return std::make_unique<Impl>(*this);
     }
 
-    void set(const Key & key, const Value & value)
+    template <typename T> T get(const Key & key) const
     {
-        setConfigValue(*config, key, value);
+        return getConfigValue<T>(*config, key);
     }
 
-    std::map<Key, Value> dumpStructure()
+    template <typename T> T getOrDefault(const Key & key, const T & default_value) const
     {
-        std::map<Key, Value> result;
-        for (const auto & [key, _] : collection_info)
-            result.emplace(key, get(key));
-        return result;
+        return getConfigValueOrDefault<T>(*config, key, default_value);
     }
 
-    std::string toString() const
+    template <typename T> void set(const Key & key, const T & value)
+    {
+        setConfigValue<T>(*config, key, value);
+    }
+
+    Keys getKeys() const
+    {
+        return keys;
+    }
+
+    std::string dumpStructure() const
     {
         /// Convert a collection config like
         /// <collection>
@@ -326,7 +299,7 @@ public:
         ///  	key3:
         ///  		key4: value3"
         WriteBufferFromOwnString wb;
-        for (const auto & [key, value_info] : collection_info)
+        for (const auto & key : keys)
         {
             Strings key_parts;
             splitInto<'.'>(key_parts, key);
@@ -338,69 +311,98 @@ public:
                     wb << '\n' << std::string(tab_cnt++, '\t');
                 wb << *it << ':';
             }
-            wb << '\t' << convertFieldToString(get(key)) << '\n';
+            wb << '\t' << get<String>(key) << '\n';
         }
         return wb.str();
     }
 
 private:
-    static void validate(
+    template <typename T> static T getConfigValue(
         const Poco::Util::AbstractConfiguration & config,
-        const std::string & collection_path,
-        const NamedCollectionInfo & collection_info_)
+        const std::string & path)
     {
-        Poco::Util::AbstractConfiguration::Keys config_keys;
-        config.keys(collection_path, config_keys);
-        checkKeys(config_keys, collection_info_);
+        return getConfigValueOrDefault<T>(config, path);
     }
 
-    static void checkKeys(
-        const Poco::Util::AbstractConfiguration::Keys & config_keys,
-        const NamedCollectionInfo & collection_info)
-
+    template <typename T> static T getConfigValueOrDefault(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & path,
+        const std::optional<T> & default_value = std::nullopt)
     {
-        auto get_suggestion = [&](bool only_required_keys)
+        const bool has_value = config.has(path);
+        if (!has_value)
         {
-            std::string suggestion;
-            for (const auto & [key, info] : collection_info)
-            {
-                if (only_required_keys && info.is_required)
-                    continue;
-
-                if (!suggestion.empty())
-                    suggestion += ", ";
-
-                suggestion += key;
-            }
-            return suggestion;
-        };
-
-        std::set<NamedCollection::Key> required_keys;
-        for (const auto & [key, info] : collection_info)
-        {
-            if (info.is_required)
-                required_keys.insert(key);
+            if (!default_value)
+                throw Exception(ErrorCodes::LOGICAL_ERROR, "No such key `{}`", path);
+            return *default_value;
         }
 
-        for (const auto & key : config_keys)
-        {
-            if (!collection_info.contains(key))
-            {
-                throw Exception(
-                    ErrorCodes::BAD_ARGUMENTS,
-                    "Unknown key `{}`, expected one of: {}",
-                    key, get_suggestion(false));
-            }
-            required_keys.erase(key);
-        }
-
-        if (!required_keys.empty())
-        {
+        if constexpr (std::is_same_v<T, String>)
+            return config.getString(path);
+        else if constexpr (std::is_same_v<T, UInt64>)
+            return config.getUInt64(path);
+        else if constexpr (std::is_same_v<T, Int64>)
+            return config.getInt64(path);
+        else if constexpr (std::is_same_v<T, Float64>)
+            return config.getDouble(path);
+        else
             throw Exception(
                 ErrorCodes::BAD_ARGUMENTS,
-                "Keys `{}` are required, but was not found in config. List of required keys: {}",
-                fmt::join(required_keys, ", "), get_suggestion(true));
-        }
+                "Unsupported type in getConfigValueOrDefault(). "
+                "Supported types are String, UInt64, Int64, Float64");
+    }
+
+    template<typename T> static void setConfigValue(
+        Poco::Util::AbstractConfiguration & config,
+        const std::string & path,
+        const T & value)
+    {
+        const bool has_value = config.has(path);
+        if (has_value)
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Key `{}` already exists", path);
+
+        if constexpr (std::is_same_v<T, String>)
+            config.setString(path, value);
+        else if constexpr (std::is_same_v<T, UInt64>)
+            config.setUInt64(path, value);
+        else if constexpr (std::is_same_v<T, Int64>)
+            config.setInt64(path, value);
+        else if constexpr (std::is_same_v<T, Float64>)
+            config.setDouble(path, value);
+        else
+            throw Exception(
+                ErrorCodes::BAD_ARGUMENTS,
+                "Unsupported type in setConfigValue(). "
+                "Supported types are String, UInt64, Int64, Float64");
+    }
+
+    template <typename T> static void copyConfigValue(
+        const Poco::Util::AbstractConfiguration & from_config,
+        const std::string & from_path,
+        Poco::Util::AbstractConfiguration & to_config,
+        const std::string & to_path)
+    {
+        if (!from_config.has(from_path))
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "No such key `{}`", from_path);
+
+        if (to_config.has(to_path))
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Key `{}` already exists", to_path);
+
+        if constexpr (std::is_same_v<T, String>)
+            to_config.setString(to_path, from_config.getString(from_path));
+        else if constexpr (std::is_same_v<T, std::string>)
+            to_config.setString(to_path, from_config.getString(from_path));
+        else if constexpr (std::is_same_v<T, UInt64>)
+            to_config.setUInt64(to_path, from_config.getUInt64(from_path));
+        else if constexpr (std::is_same_v<T, Int64>)
+            to_config.setInt64(to_path, from_config.getInt64(from_path));
+        else if constexpr (std::is_same_v<T, Float64>)
+            to_config.setDouble(to_path, from_config.getDouble(from_path));
+        else
+            throw Exception(
+                ErrorCodes::BAD_ARGUMENTS,
+                "Unsupported type in copyConfigValue(). "
+                "Supported types are String, UInt64, Int64, Float64");
     }
 
     static ConfigurationPtr createEmptyConfiguration(const std::string & root_name)
@@ -411,127 +413,88 @@ private:
         ConfigurationPtr config(new Poco::Util::XMLConfiguration(xml_document));
         return config;
     }
-
-    using ConfigValueType = Field::Types::Which;
-    static void copyConfigValue(
-        const Poco::Util::AbstractConfiguration & from_config,
-        const std::string & from_path,
-        Poco::Util::AbstractConfiguration & to_config,
-        const std::string & to_path,
-        ConfigValueType type)
-    {
-        using Type = Field::Types::Which;
-        switch (type)
-        {
-            case Type::String:
-                to_config.setString(to_path, from_config.getString(from_path));
-                break;
-            case Type::UInt64:
-                to_config.setUInt64(to_path, from_config.getUInt64(from_path));
-                break;
-            case Type::Int64:
-                to_config.setInt64(to_path, from_config.getInt64(from_path));
-                break;
-            case Type::Float64:
-                to_config.setDouble(to_path, from_config.getDouble(from_path));
-                break;
-            default:
-                throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unsupported type");
-        }
-    }
-
-    static void setConfigValue(
-        Poco::Util::AbstractConfiguration & config,
-        const std::string & path,
-        const Field & value)
-    {
-        using Type = Field::Types::Which;
-        switch (value.getType())
-        {
-            case Type::String:
-                config.setString(path, value.safeGet<String>());
-                break;
-            case Type::UInt64:
-                config.setUInt64(path, value.safeGet<UInt64>());
-                break;
-            case Type::Int64:
-                config.setInt64(path, value.safeGet<Int64>());
-                break;
-            case Type::Float64:
-                config.setDouble(path, value.safeGet<Float64>());
-                break;
-            default:
-                throw Exception(
-                    ErrorCodes::BAD_ARGUMENTS, "Unsupported type");
-        }
-    }
-
-    static Field getConfigValue(
-        const Poco::Util::AbstractConfiguration & config,
-        const std::string & path,
-        ConfigValueType type,
-        bool throw_not_found,
-        std::optional<Field> default_value = std::nullopt)
-    {
-        const bool has_value = config.has(path);
-        if (!has_value)
-        {
-            if (throw_not_found)
-            {
-                throw Exception(
-                    ErrorCodes::LOGICAL_ERROR,
-                    "Failed to find key `{}` in config, but this key is required",
-                    path);
-            }
-            else if (!default_value)
-                return Null{};
-        }
-
-        Field value;
-
-        using Type = Field::Types::Which;
-        switch (type)
-        {
-            case Type::String:
-                value = has_value ? config.getString(path) : default_value->get<String>();
-                break;
-            case Type::UInt64:
-                value = has_value ? config.getUInt64(path) : default_value->get<UInt64>();
-                break;
-            case Type::Int64:
-                value = has_value ? config.getInt64(path) : default_value->get<Int64>();
-                break;
-            case Type::Float64:
-                value = has_value ? config.getDouble(path) : default_value->get<Float64>();
-                break;
-            default:
-                throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unsupported type");
-        }
-        return value;
-    }
 };
 
 NamedCollection::NamedCollection(
     const Poco::Util::AbstractConfiguration & config,
     const std::string & collection_path,
-    const CollectionInfo & collection_info)
-    : pimpl(std::make_unique<Impl>(config, collection_path, collection_info))
+    const Keys & keys)
+    : pimpl(std::make_unique<Impl>(config, collection_path, keys))
 {
 }
 
-NamedCollection::Value NamedCollection::get(const Key & key) const
+NamedCollection::NamedCollection(ImplPtr pimpl_)
+    : pimpl(std::move(pimpl_))
 {
-    return pimpl->get(key);
 }
 
-std::map<NamedCollection::Key, NamedCollection::Value> NamedCollection::dumpStructure() const
+NamedCollectionPtr NamedCollection::create(
+    const Poco::Util::AbstractConfiguration & config,
+    const std::string & collection_name)
+{
+    const auto collection_prefix = getCollectionPrefix(collection_name);
+    std::queue<std::string> enumerate_input;
+    std::set<std::string> enumerate_result;
+
+    enumerate_input.push(collection_prefix);
+    collectKeys(config, enumerate_input, enumerate_result);
+
+    /// Collection does not have any keys.
+    /// (`enumerate_result` == <collection_path>).
+    const bool collection_is_empty = enumerate_result.size() == 1;
+    std::set<std::string> keys;
+    if (!collection_is_empty)
+    {
+        /// Skip collection prefix and add +1 to avoid '.' in the beginning.
+        for (const auto & path : enumerate_result)
+            keys.emplace(path.substr(std::strlen(collection_prefix.data()) + 1));
+    }
+    return std::make_unique<NamedCollection>(config, collection_name, keys);
+}
+
+template <typename T> T NamedCollection::get(const Key & key) const
+{
+    return pimpl->get<T>(key);
+}
+
+template <typename T> T NamedCollection::getOrDefault(const Key & key, const T & default_value) const
+{
+    return pimpl->getOrDefault<T>(key, default_value);
+}
+
+template <typename T> void NamedCollection::set(const Key & key, const T & value)
+{
+    pimpl->set<T>(key, value);
+}
+
+NamedCollectionPtr NamedCollection::duplicate() const
+{
+    return std::make_shared<NamedCollection>(pimpl->copy());
+}
+
+NamedCollection::Keys NamedCollection::getKeys() const
+{
+    return pimpl->getKeys();
+}
+
+std::string NamedCollection::dumpStructure() const
 {
     return pimpl->dumpStructure();
 }
 
-std::string NamedCollection::toString() const
-{
-    return pimpl->toString();
-}
+template String NamedCollection::get<String>(const NamedCollection::Key & key) const;
+template UInt64 NamedCollection::get<UInt64>(const NamedCollection::Key & key) const;
+template Int64 NamedCollection::get<Int64>(const NamedCollection::Key & key) const;
+template Float64 NamedCollection::get<Float64>(const NamedCollection::Key & key) const;
+
+template String NamedCollection::getOrDefault<String>(const NamedCollection::Key & key, const String & default_value) const;
+template UInt64 NamedCollection::getOrDefault<UInt64>(const NamedCollection::Key & key, const UInt64 & default_value) const;
+template Int64 NamedCollection::getOrDefault<Int64>(const NamedCollection::Key & key, const Int64 & default_value) const;
+template Float64 NamedCollection::getOrDefault<Float64>(const NamedCollection::Key & key, const Float64 & default_value) const;
+
+template void NamedCollection::set<String>(const NamedCollection::Key & key, const String & value);
+template void NamedCollection::set<UInt64>(const NamedCollection::Key & key, const UInt64 & value);
+template void NamedCollection::set<Int64>(const NamedCollection::Key & key, const Int64 & value);
+template void NamedCollection::set<Float64>(const NamedCollection::Key & key, const Float64 & value);
 
 }
diff --git a/src/Storages/NamedCollections.h b/src/Storages/NamedCollections.h
index 75884d96ce9..0056b255025 100644
--- a/src/Storages/NamedCollections.h
+++ b/src/Storages/NamedCollections.h
@@ -9,21 +9,55 @@ namespace DB
 
 class NamedCollection;
 using NamedCollectionPtr = std::shared_ptr<const NamedCollection>;
-struct NamedCollectionValueInfo;
-using NamedCollectionInfo = std::map<std::string, NamedCollectionValueInfo>;
 
 /**
- * A factory of immutable named collections.
- * Named collections are defined in server config as arbitrary
- * structure configurations:
+ * Class to represent arbitrary-structured named collection object.
+ * It can be defined via config or via SQL command.
  * <named_collections>
  *     <collection1>
  *         ...
  *     </collection1>
  *     ...
  * </named_collections>
- * In order to get a named collection, you need to know it's name
- * and expected structure of the collection defined as NamedCollectionInfo.
+ */
+class NamedCollection
+{
+private:
+    struct Impl;
+    using ImplPtr = std::unique_ptr<Impl>;
+
+    ImplPtr pimpl;
+
+public:
+    using Key = std::string;
+    using Keys = std::set<Key>;
+
+    static NamedCollectionPtr create(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & collection_name);
+
+    NamedCollection(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & collection_path,
+        const Keys & keys);
+
+    explicit NamedCollection(ImplPtr pimpl_);
+
+    template <typename T> T get(const Key & key) const;
+
+    template <typename T> T getOrDefault(const Key & key, const T & default_value) const;
+
+    template <typename T> void set(const Key & key, const T & value);
+
+    NamedCollectionPtr duplicate() const;
+
+    Keys getKeys() const;
+
+    std::string dumpStructure() const;
+};
+
+/**
+ * A factory of immutable named collections.
  */
 class NamedCollectionFactory : boost::noncopyable
 {
@@ -34,13 +68,9 @@ public:
 
     bool exists(const std::string & collection_name) const;
 
-    NamedCollectionPtr get(
-        const std::string & collection_name,
-        const NamedCollectionInfo & collection_info) const;
+    NamedCollectionPtr get(const std::string & collection_name) const;
 
-    NamedCollectionPtr tryGet(
-        const std::string & collection_name,
-        const NamedCollectionInfo & collection_info) const;
+    NamedCollectionPtr tryGet(const std::string & collection_name) const;
 
     void add(
         const std::string & collection_name,
@@ -52,9 +82,10 @@ public:
     NamedCollections getAll() const;
 
 private:
+    void assertInitialized(std::lock_guard<std::mutex> & lock) const;
+
     NamedCollectionPtr getImpl(
         const std::string & collection_name,
-        const NamedCollectionInfo & collection_info,
         std::lock_guard<std::mutex> & lock) const;
 
     bool existsUnlocked(
@@ -63,62 +94,11 @@ private:
 
     mutable NamedCollections named_collections;
 
-private:
     /// FIXME: this will be invalid when config is reloaded
     const Poco::Util::AbstractConfiguration * config;
 
-    void assertInitialized(std::lock_guard<std::mutex> & lock) const;
-
     bool is_initialized = false;
     mutable std::mutex mutex;
 };
 
-
-class NamedCollection
-{
-friend class NamedCollectionFactory;
-
-private:
-    struct Impl;
-    using ImplPtr = std::unique_ptr<Impl>;
-
-    ImplPtr pimpl;
-
-public:
-    using Key = std::string;
-    using Value = Field;
-    using ValueInfo = NamedCollectionValueInfo;
-    using CollectionInfo = NamedCollectionInfo;
-
-    NamedCollection(
-        const Poco::Util::AbstractConfiguration & config,
-        const std::string & collection_path,
-        const CollectionInfo & collection_info);
-
-    Value get(const Key & key) const;
-
-    std::map<Key, Value> dumpStructure() const;
-
-    /// Get a string representation of the collection structure.
-    /// Used for debugging and tests.
-    std::string toString() const;
-};
-
-
-/**
- * Named collection info which allows to parse config.
- * Contains a mapping key_path -> value_info.
- */
-struct NamedCollectionValueInfo
-{
-    /// Type of the value. One of: String, UInt64, Int64, Double.
-    using Type = Field::Types::Which;
-    Type type = Type::String;
-    /// Optional default value for the case if there is no such key in config.
-    std::optional<NamedCollection::Value> default_value;
-    /// Is this value required or optional? Throw exception if the value is
-    /// required, but is not specified in config.
-    bool is_required = true;
-};
-
 }
diff --git a/src/Storages/System/StorageSystemNamedCollections.cpp b/src/Storages/System/StorageSystemNamedCollections.cpp
index 3fc9c5c8313..8c3092b948e 100644
--- a/src/Storages/System/StorageSystemNamedCollections.cpp
+++ b/src/Storages/System/StorageSystemNamedCollections.cpp
@@ -45,10 +45,10 @@ void StorageSystemNamedCollections::fillData(MutableColumns & res_columns, Conte
         auto & value_column = tuple_column.getColumn(1);
 
         size_t size = 0;
-        for (const auto & [key, value] : collection->dumpStructure())
+        for (const auto & key : collection->getKeys())
         {
             key_column.insertData(key.data(), key.size());
-            value_column.insert(convertFieldToString(value));
+            value_column.insert(collection->get<String>(key));
             size++;
         }
 
diff --git a/src/Storages/tests/gtest_named_collections.cpp b/src/Storages/tests/gtest_named_collections.cpp
index 34dfe5c1087..6a3057df329 100644
--- a/src/Storages/tests/gtest_named_collections.cpp
+++ b/src/Storages/tests/gtest_named_collections.cpp
@@ -32,52 +32,39 @@ TEST(NamedCollections, SimpleConfig)
 
     ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection1"));
     ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection2"));
-    ASSERT_TRUE(NamedCollectionFactory::instance().tryGet("collection3", {}) == nullptr);
+    ASSERT_TRUE(NamedCollectionFactory::instance().tryGet("collection3") == nullptr);
 
     auto collections = NamedCollectionFactory::instance().getAll();
     ASSERT_EQ(collections.size(), 2);
     ASSERT_TRUE(collections.contains("collection1"));
     ASSERT_TRUE(collections.contains("collection2"));
 
-    ASSERT_EQ(collections["collection1"]->toString(),
+    ASSERT_EQ(collections["collection1"]->dumpStructure(),
               R"CONFIG(key1:	value1
 key2:	2
 key3:	3.3
 key4:	-4
+)CONFIG");
+    ASSERT_EQ(collections["collection2"]->dumpStructure(),
+              R"CONFIG(key4:	value4
+key5:	5
+key6:	6.6
 )CONFIG");
 
-    using ValueInfo = NamedCollectionValueInfo;
-    ValueInfo string_def{Field::Types::Which::String, std::nullopt, true};
-    ValueInfo uint_def{Field::Types::Which::UInt64, std::nullopt, true};
-    ValueInfo int_def{Field::Types::Which::Int64, std::nullopt, true};
-    ValueInfo double_def{Field::Types::Which::Float64, std::nullopt, true};
-
-    NamedCollectionInfo collection1_info;
-    collection1_info.emplace("key1", string_def);
-    collection1_info.emplace("key2", uint_def);
-    collection1_info.emplace("key3", double_def);
-    collection1_info.emplace("key4", int_def);
-
-    auto collection1 = NamedCollectionFactory::instance().get("collection1", collection1_info);
+    auto collection1 = NamedCollectionFactory::instance().get("collection1");
     ASSERT_TRUE(collection1 != nullptr);
 
+    ASSERT_TRUE(collection1->get<String>("key1") == "value1");
+    ASSERT_TRUE(collection1->get<UInt64>("key2") == 2);
+    ASSERT_TRUE(collection1->get<Float64>("key3") == 3.3);
+    ASSERT_TRUE(collection1->get<Int64>("key4") == -4);
 
-    ASSERT_TRUE(collection1->get("key1").safeGet<String>() == "value1");
-    ASSERT_TRUE(collection1->get("key2").safeGet<UInt64>() == 2);
-    ASSERT_TRUE(collection1->get("key3").safeGet<Float64>() == 3.3);
-    ASSERT_TRUE(collection1->get("key4").safeGet<Int64>() == -4);
-
-    NamedCollectionInfo collection2_info;
-    collection2_info.emplace("key4", string_def);
-    collection2_info.emplace("key5", uint_def);
-    collection2_info.emplace("key6", double_def);
-
-    auto collection2 = NamedCollectionFactory::instance().get("collection2", collection2_info);
+    auto collection2 = NamedCollectionFactory::instance().get("collection2");
     ASSERT_TRUE(collection2 != nullptr);
 
-    ASSERT_TRUE(collection2->get("key4").safeGet<String>() == "value4");
-    ASSERT_TRUE(collection2->get("key5").safeGet<UInt64>() == 5);
-    ASSERT_TRUE(collection2->get("key6").safeGet<Float64>() == 6.6);
+    ASSERT_TRUE(collection2->get<String>("key4") == "value4");
+    ASSERT_TRUE(collection2->get<UInt64>("key5") == 5);
+    ASSERT_TRUE(collection2->get<Float64>("key6") == 6.6);
 }
 
 // TEST(NamedCollections, NestedConfig)

From 790a3b94fa04e2b065a3dc8b6574baddc3a75c86 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Thu, 10 Nov 2022 14:01:52 -0500
Subject: [PATCH 107/211] bad code indent

---
 .../example-datasets/github.md                | 49 +++++++++----------
 1 file changed, 24 insertions(+), 25 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index 0ae3f8a4885..fbc65d36ba9 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -440,32 +440,31 @@ The difference here is caused by a few factors:
 
 - A rename can occur alongside other modifications to the file. These are listed as separate events in file_changes but with the same time. The `argMax` function has no way of distinguishing these - it picks the first value. The natural ordering of the inserts (the only means of knowing the correct order) is not maintained across the union so modified events can be selected. For example, below the `src/Functions/geometryFromColumn.h` file has several modifications before being renamed to `src/Functions/geometryConverters.h`. Our current solution may pick a Modify event as the latest change causing `src/Functions/geometryFromColumn.h` to be retained. 
 
+  ```sql
+  SELECT
+      change_type,
+      path,
+      old_path,
+      time,
+      commit_hash
+  FROM git.file_changes
+  WHERE (path = 'src/Functions/geometryFromColumn.h') OR (old_path = 'src/Functions/geometryFromColumn.h')
 
-    ```sql
-    SELECT
-        change_type,
-        path,
-        old_path,
-        time,
-        commit_hash
-    FROM git.file_changes
-    WHERE (path = 'src/Functions/geometryFromColumn.h') OR (old_path = 'src/Functions/geometryFromColumn.h')
-
-    ┌─change_type─┬─path───────────────────────────────┬─old_path───────────────────────────┬────────────────time─┬─commit_hash──────────────────────────────┐
-    │ Add         │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 9376b676e9a9bb8911b872e1887da85a45f7479d │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 6d59be5ea4768034f6526f7f9813062e0c369f7b │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 33acc2aa5dc091a7cb948f78c558529789b2bad8 │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 78e0db268ceadc42f82bc63a77ee1a4da6002463 │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 14a891057d292a164c4179bfddaef45a74eaf83a │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ d0d6e6953c2a2af9fb2300921ff96b9362f22edb │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ fe8382521139a58c0ba277eb848e88894658db66 │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 3be3d5cde8788165bc0558f1e2a22568311c3103 │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ afad9bf4d0a55ed52a3f55483bc0973456e10a56 │
-    │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ e3290ecc78ca3ea82b49ebcda22b5d3a4df154e6 │
-    │ Rename      │ src/Functions/geometryConverters.h │ src/Functions/geometryFromColumn.h │ 2021-03-11 12:08:16 │ 125945769586baf6ffd15919b29565b1b2a63218 │
-    └─────────────┴────────────────────────────────────┴────────────────────────────────────┴─────────────────────┴──────────────────────────────────────────┘
-    11 rows in set. Elapsed: 0.030 sec. Processed 266.05 thousand rows, 6.61 MB (8.89 million rows/s., 220.82 MB/s.)
-    ```
+  ┌─change_type─┬─path───────────────────────────────┬─old_path───────────────────────────┬────────────────time─┬─commit_hash──────────────────────────────┐
+  │ Add         │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 9376b676e9a9bb8911b872e1887da85a45f7479d │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 6d59be5ea4768034f6526f7f9813062e0c369f7b │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 33acc2aa5dc091a7cb948f78c558529789b2bad8 │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 78e0db268ceadc42f82bc63a77ee1a4da6002463 │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 14a891057d292a164c4179bfddaef45a74eaf83a │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ d0d6e6953c2a2af9fb2300921ff96b9362f22edb │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ fe8382521139a58c0ba277eb848e88894658db66 │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ 3be3d5cde8788165bc0558f1e2a22568311c3103 │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ afad9bf4d0a55ed52a3f55483bc0973456e10a56 │
+  │ Modify      │ src/Functions/geometryFromColumn.h │                                    │ 2021-03-11 12:08:16 │ e3290ecc78ca3ea82b49ebcda22b5d3a4df154e6 │
+  │ Rename      │ src/Functions/geometryConverters.h │ src/Functions/geometryFromColumn.h │ 2021-03-11 12:08:16 │ 125945769586baf6ffd15919b29565b1b2a63218 │
+  └─────────────┴────────────────────────────────────┴────────────────────────────────────┴─────────────────────┴──────────────────────────────────────────┘
+  11 rows in set. Elapsed: 0.030 sec. Processed 266.05 thousand rows, 6.61 MB (8.89 million rows/s., 220.82 MB/s.)
+  ```
 - Broken commit history - missing delete events. Source and cause TBD.
 
 These differences shouldn't meaningfully impact our analysis. **We welcome improved versions of this query**.

From bb00a246f10ec993695cce4e0a8fadf50a0b2960 Mon Sep 17 00:00:00 2001
From: Alexander Tokmakov <tavplubix@clickhouse.com>
Date: Thu, 10 Nov 2022 20:53:05 +0100
Subject: [PATCH 108/211] priority for DROP_RANGEs, assertion for others

---
 .../MergeTree/ReplicatedMergeTreeQueue.cpp    | 28 +++++++++++++++----
 1 file changed, 22 insertions(+), 6 deletions(-)

diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
index e60403149b5..fec312fae2f 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
@@ -1032,6 +1032,14 @@ void ReplicatedMergeTreeQueue::removePartProducingOpsInRange(
     [[maybe_unused]] bool called_for_broken_part = !covering_entry;
     assert(currently_executing_drop_replace_ranges.contains(part_info) || called_from_alter_query_directly || called_for_broken_part || !fetch_entry_znode.empty());
 
+    auto is_simple_part_producing_op = [](const ReplicatedMergeTreeLogEntryData & data)
+    {
+        return data.type == LogEntry::GET_PART ||
+               data.type == LogEntry::ATTACH_PART ||
+               data.type == LogEntry::MERGE_PARTS ||
+               data.type == LogEntry::MUTATE_PART;
+    };
+
     for (Queue::iterator it = queue.begin(); it != queue.end();)
     {
         /// Skipping currently processing entry
@@ -1041,18 +1049,21 @@ void ReplicatedMergeTreeQueue::removePartProducingOpsInRange(
             continue;
         }
 
-        auto type = (*it)->type;
-        bool is_simple_producing_op = type == LogEntry::GET_PART ||
-                                      type == LogEntry::ATTACH_PART ||
-                                      type == LogEntry::MERGE_PARTS ||
-                                      type == LogEntry::MUTATE_PART;
+        bool is_simple_producing_op = is_simple_part_producing_op(**it);
 
         bool simple_op_covered = is_simple_producing_op && part_info.contains(MergeTreePartInfo::fromPartName((*it)->new_part_name, format_version));
         bool replace_range_covered = covering_entry && checkReplaceRangeCanBeRemoved(part_info, *it, *covering_entry);
         if (simple_op_covered || replace_range_covered)
         {
             if ((*it)->currently_executing)
+            {
+                bool is_covered_by_simple_op = covering_entry && is_simple_part_producing_op(*covering_entry);
+                bool is_fetching_covering_part = !fetch_entry_znode.empty();
+                if (is_covered_by_simple_op || is_fetching_covering_part)
+                    throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot remove covered entry {} producing parts {}, it's a bug",
+                                    (*it)->znode_name, fmt::join((*it)->getVirtualPartNames(format_version), ", "));
                 to_wait.push_back(*it);
+            }
             auto code = zookeeper->tryRemove(fs::path(replica_path) / "queue" / (*it)->znode_name);
             if (code != Coordination::Error::ZOK)
                 LOG_INFO(log, "Couldn't remove {}: {}", (fs::path(replica_path) / "queue" / (*it)->znode_name).string(), Coordination::errorMessage(code));
@@ -1118,7 +1129,12 @@ bool ReplicatedMergeTreeQueue::isCoveredByFuturePartsImpl(const LogEntry & entry
         /// Parts are not disjoint. They can be even intersecting and it's not a problem,
         /// because we may have two queue entries producing intersecting parts if there's DROP_RANGE between them (so virtual_parts are ok).
 
-        /// We cannot execute `entry` (or upgrade its actual_part_name to `new_part_name`)
+        /// Give priority to DROP_RANGEs and allow processing them even if covered entries are currently executing.
+        /// DROP_RANGE will cancel covered operations and will wait for them in removePartProducingOpsInRange.
+        if (result_part.isFakeDropRangePart() && result_part.contains(future_part))
+            continue;
+
+        /// In other cases we cannot execute `entry` (or upgrade its actual_part_name to `new_part_name`)
         /// while any covered or covering parts are processed.
         /// But we also cannot simply return true and postpone entry processing, because it may lead to kind of livelock.
         /// Since queue is processed in multiple threads, it's likely that there will be at least one thread

From 63de577172ee024a08e76db69f5000568673db48 Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Thu, 10 Nov 2022 22:44:26 +0100
Subject: [PATCH 109/211] Better, add tests

---
 programs/server/Server.cpp                    |   1 +
 src/Storages/NamedCollections.cpp             | 127 ++++++++++++------
 src/Storages/NamedCollections.h               |  15 ++-
 .../System/StorageSystemNamedCollections.cpp  |   1 -
 .../tests/gtest_named_collections.cpp         | 126 ++++++++++-------
 5 files changed, 175 insertions(+), 95 deletions(-)

diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index 079dae52f15..d4e623b49b3 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -1282,6 +1282,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
 #if USE_SSL
             CertificateReloader::instance().tryLoad(*config);
 #endif
+            NamedCollectionFactory::instance().reload(*config);
             ProfileEvents::increment(ProfileEvents::MainConfigLoads);
 
             /// Must be the last.
diff --git a/src/Storages/NamedCollections.cpp b/src/Storages/NamedCollections.cpp
index 3dc34b699d7..60c11c90b0a 100644
--- a/src/Storages/NamedCollections.cpp
+++ b/src/Storages/NamedCollections.cpp
@@ -24,6 +24,8 @@ namespace ErrorCodes
 {
     extern const int UNKNOWN_NAMED_COLLECTION;
     extern const int NAMED_COLLECTION_ALREADY_EXISTS;
+    extern const int BAD_ARGUMENTS;
+    extern const int NOT_IMPLEMENTED;
 }
 
 namespace
@@ -84,8 +86,7 @@ NamedCollectionFactory & NamedCollectionFactory::instance()
     return instance;
 }
 
-void NamedCollectionFactory::initialize(
-    const Poco::Util::AbstractConfiguration & server_config)
+void NamedCollectionFactory::initialize(const Poco::Util::AbstractConfiguration & config_)
 {
     std::lock_guard lock(mutex);
     if (is_initialized)
@@ -95,10 +96,17 @@ void NamedCollectionFactory::initialize(
             "Named collection factory already initialized");
     }
 
-    config = &server_config;
+    config = &config_;
     is_initialized = true;
 }
 
+void NamedCollectionFactory::reload(const Poco::Util::AbstractConfiguration & config_)
+{
+    std::lock_guard lock(mutex);
+    config = &config_;
+    loaded_named_collections.clear();
+}
+
 void NamedCollectionFactory::assertInitialized(
     std::lock_guard<std::mutex> & /* lock */) const
 {
@@ -124,7 +132,7 @@ bool NamedCollectionFactory::existsUnlocked(
     /// Named collections can be added via SQL command or via config.
     /// Named collections from config are loaded on first access,
     /// therefore it might not be in `named_collections` map yet.
-    return named_collections.contains(collection_name)
+    return loaded_named_collections.contains(collection_name)
         || config->has(getCollectionPrefix(collection_name));
 }
 
@@ -159,10 +167,10 @@ NamedCollectionPtr NamedCollectionFactory::getImpl(
     const std::string & collection_name,
     std::lock_guard<std::mutex> & /* lock */) const
 {
-    auto it = named_collections.find(collection_name);
-    if (it == named_collections.end())
+    auto it = loaded_named_collections.find(collection_name);
+    if (it == loaded_named_collections.end())
     {
-        it = named_collections.emplace(
+        it = loaded_named_collections.emplace(
             collection_name,
             NamedCollection::create(*config, collection_name)).first;
     }
@@ -174,7 +182,7 @@ void NamedCollectionFactory::add(
     NamedCollectionPtr collection)
 {
     std::lock_guard lock(mutex);
-    auto [it, inserted] = named_collections.emplace(collection_name, collection);
+    auto [it, inserted] = loaded_named_collections.emplace(collection_name, collection);
     if (!inserted)
     {
         throw Exception(
@@ -205,7 +213,7 @@ void NamedCollectionFactory::remove(const std::string & collection_name)
             collection_name);
     }
 
-    [[maybe_unused]] auto removed = named_collections.erase(collection_name);
+    [[maybe_unused]] auto removed = loaded_named_collections.erase(collection_name);
     assert(removed);
 }
 
@@ -214,7 +222,7 @@ NamedCollectionFactory::NamedCollections NamedCollectionFactory::getAll() const
     std::lock_guard lock(mutex);
     assertInitialized(lock);
 
-    NamedCollections result(named_collections);
+    NamedCollections result(loaded_named_collections);
 
     Poco::Util::AbstractConfiguration::Keys config_collections_names;
     config->keys(NAMED_COLLECTIONS_CONFIG_PREFIX, config_collections_names);
@@ -230,7 +238,7 @@ NamedCollectionFactory::NamedCollections NamedCollectionFactory::getAll() const
     return result;
 }
 
-struct NamedCollection::Impl
+class NamedCollection::Impl
 {
 private:
     using IConfigurationPtr = Poco::AutoPtr<Poco::Util::AbstractConfiguration>;
@@ -255,11 +263,6 @@ public:
             copyConfigValue<String>(config_, collection_path + '.' + key, *config, key);
     }
 
-    ImplPtr copy() const
-    {
-        return std::make_unique<Impl>(*this);
-    }
-
     template <typename T> T get(const Key & key) const
     {
         return getConfigValue<T>(*config, key);
@@ -270,9 +273,18 @@ public:
         return getConfigValueOrDefault<T>(*config, key, default_value);
     }
 
-    template <typename T> void set(const Key & key, const T & value)
+    template <typename T> void set(const Key & key, const T & value, bool update_if_exists)
     {
-        setConfigValue<T>(*config, key, value);
+        setConfigValue<T>(*config, key, value, update_if_exists);
+        if (!keys.contains(key))
+            keys.insert(key);
+    }
+
+    void remove(const Key & key)
+    {
+        removeConfigValue(*config, key);
+        [[maybe_unused]] auto removed = keys.erase(key);
+        assert(removed);
     }
 
     Keys getKeys() const
@@ -280,6 +292,11 @@ public:
         return keys;
     }
 
+    ImplPtr copy() const
+    {
+        return std::make_unique<Impl>(*this);
+    }
+
     std::string dumpStructure() const
     {
         /// Convert a collection config like
@@ -299,19 +316,34 @@ public:
         ///  	key3:
         ///  		key4: value3"
         WriteBufferFromOwnString wb;
+        Strings prev_key_parts;
         for (const auto & key : keys)
         {
             Strings key_parts;
             splitInto<'.'>(key_parts, key);
             size_t tab_cnt = 0;
 
-            for (auto it = key_parts.begin(); it != key_parts.end(); ++it)
+            auto it = key_parts.begin();
+            auto prev_key_parts_it = prev_key_parts.begin();
+            while (it != key_parts.end()
+                   && prev_key_parts_it != prev_key_parts.end()
+                   && *it == *prev_key_parts_it)
             {
-                if (it != key_parts.begin())
-                    wb << '\n' << std::string(tab_cnt++, '\t');
+                ++it;
+                ++prev_key_parts_it;
+                ++tab_cnt;
+            }
+
+            auto start_it = it;
+            for (; it != key_parts.end(); ++it)
+            {
+                if (it != start_it)
+                    wb << '\n';
+                wb << std::string(tab_cnt++, '\t');
                 wb << *it << ':';
             }
             wb << '\t' << get<String>(key) << '\n';
+            prev_key_parts = key_parts;
         }
         return wb.str();
     }
@@ -329,11 +361,10 @@ private:
         const std::string & path,
         const std::optional<T> & default_value = std::nullopt)
     {
-        const bool has_value = config.has(path);
-        if (!has_value)
+        if (!config.has(path))
         {
             if (!default_value)
-                throw Exception(ErrorCodes::LOGICAL_ERROR, "No such key `{}`", path);
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "No such key `{}`", path);
             return *default_value;
         }
 
@@ -347,7 +378,7 @@ private:
             return config.getDouble(path);
         else
             throw Exception(
-                ErrorCodes::BAD_ARGUMENTS,
+                ErrorCodes::NOT_IMPLEMENTED,
                 "Unsupported type in getConfigValueOrDefault(). "
                 "Supported types are String, UInt64, Int64, Float64");
     }
@@ -355,11 +386,11 @@ private:
     template<typename T> static void setConfigValue(
         Poco::Util::AbstractConfiguration & config,
         const std::string & path,
-        const T & value)
+        const T & value,
+        bool update = false)
     {
-        const bool has_value = config.has(path);
-        if (has_value)
-            throw Exception(ErrorCodes::LOGICAL_ERROR, "Key `{}` already exists", path);
+        if (!update && config.has(path))
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Key `{}` already exists", path);
 
         if constexpr (std::is_same_v<T, String>)
             config.setString(path, value);
@@ -371,7 +402,7 @@ private:
             config.setDouble(path, value);
         else
             throw Exception(
-                ErrorCodes::BAD_ARGUMENTS,
+                ErrorCodes::NOT_IMPLEMENTED,
                 "Unsupported type in setConfigValue(). "
                 "Supported types are String, UInt64, Int64, Float64");
     }
@@ -383,10 +414,10 @@ private:
         const std::string & to_path)
     {
         if (!from_config.has(from_path))
-            throw Exception(ErrorCodes::LOGICAL_ERROR, "No such key `{}`", from_path);
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "No such key `{}`", from_path);
 
         if (to_config.has(to_path))
-            throw Exception(ErrorCodes::LOGICAL_ERROR, "Key `{}` already exists", to_path);
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Key `{}` already exists", to_path);
 
         if constexpr (std::is_same_v<T, String>)
             to_config.setString(to_path, from_config.getString(from_path));
@@ -400,11 +431,20 @@ private:
             to_config.setDouble(to_path, from_config.getDouble(from_path));
         else
             throw Exception(
-                ErrorCodes::BAD_ARGUMENTS,
+                ErrorCodes::NOT_IMPLEMENTED,
                 "Unsupported type in copyConfigValue(). "
                 "Supported types are String, UInt64, Int64, Float64");
     }
 
+    static void removeConfigValue(
+        Poco::Util::AbstractConfiguration & config,
+        const std::string & path)
+    {
+        if (!config.has(path))
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "No such key `{}`", path);
+        config.remove(path);
+    }
+
     static ConfigurationPtr createEmptyConfiguration(const std::string & root_name)
     {
         using DocumentPtr = Poco::AutoPtr<Poco::XML::Document>;
@@ -419,7 +459,7 @@ NamedCollection::NamedCollection(
     const Poco::Util::AbstractConfiguration & config,
     const std::string & collection_path,
     const Keys & keys)
-    : pimpl(std::make_unique<Impl>(config, collection_path, keys))
+    : NamedCollection(std::make_unique<Impl>(config, collection_path, keys))
 {
 }
 
@@ -462,12 +502,17 @@ template <typename T> T NamedCollection::getOrDefault(const Key & key, const T &
     return pimpl->getOrDefault<T>(key, default_value);
 }
 
-template <typename T> void NamedCollection::set(const Key & key, const T & value)
+template <typename T> void NamedCollection::set(const Key & key, const T & value, bool update_if_exists)
 {
-    pimpl->set<T>(key, value);
+    pimpl->set<T>(key, value, update_if_exists);
 }
 
-NamedCollectionPtr NamedCollection::duplicate() const
+void NamedCollection::remove(const Key & key)
+{
+    pimpl->remove(key);
+}
+
+std::shared_ptr<NamedCollection> NamedCollection::duplicate() const
 {
     return std::make_shared<NamedCollection>(pimpl->copy());
 }
@@ -492,9 +537,9 @@ template UInt64 NamedCollection::getOrDefault<UInt64>(const NamedCollection::Key
 template Int64 NamedCollection::getOrDefault<Int64>(const NamedCollection::Key & key, const Int64 & default_value) const;
 template Float64 NamedCollection::getOrDefault<Float64>(const NamedCollection::Key & key, const Float64 & default_value) const;
 
-template void NamedCollection::set<String>(const NamedCollection::Key & key, const String & value);
-template void NamedCollection::set<UInt64>(const NamedCollection::Key & key, const UInt64 & value);
-template void NamedCollection::set<Int64>(const NamedCollection::Key & key, const Int64 & value);
-template void NamedCollection::set<Float64>(const NamedCollection::Key & key, const Float64 & value);
+template void NamedCollection::set<String>(const NamedCollection::Key & key, const String & value, bool update_if_exists);
+template void NamedCollection::set<UInt64>(const NamedCollection::Key & key, const UInt64 & value, bool update_if_exists);
+template void NamedCollection::set<Int64>(const NamedCollection::Key & key, const Int64 & value, bool update_if_exists);
+template void NamedCollection::set<Float64>(const NamedCollection::Key & key, const Float64 & value, bool update_if_exists);
 
 }
diff --git a/src/Storages/NamedCollections.h b/src/Storages/NamedCollections.h
index 0056b255025..83bb1dd964e 100644
--- a/src/Storages/NamedCollections.h
+++ b/src/Storages/NamedCollections.h
@@ -23,7 +23,7 @@ using NamedCollectionPtr = std::shared_ptr<const NamedCollection>;
 class NamedCollection
 {
 private:
-    struct Impl;
+    class Impl;
     using ImplPtr = std::unique_ptr<Impl>;
 
     ImplPtr pimpl;
@@ -47,9 +47,11 @@ public:
 
     template <typename T> T getOrDefault(const Key & key, const T & default_value) const;
 
-    template <typename T> void set(const Key & key, const T & value);
+    template <typename T> void set(const Key & key, const T & value, bool update_if_exists = false);
 
-    NamedCollectionPtr duplicate() const;
+    void remove(const Key & key);
+
+    std::shared_ptr<NamedCollection> duplicate() const;
 
     Keys getKeys() const;
 
@@ -64,7 +66,9 @@ class NamedCollectionFactory : boost::noncopyable
 public:
     static NamedCollectionFactory & instance();
 
-    void initialize(const Poco::Util::AbstractConfiguration & server_config);
+    void initialize(const Poco::Util::AbstractConfiguration & config_);
+
+    void reload(const Poco::Util::AbstractConfiguration & config_);
 
     bool exists(const std::string & collection_name) const;
 
@@ -92,9 +96,8 @@ private:
         const std::string & collection_name,
         std::lock_guard<std::mutex> & lock) const;
 
-    mutable NamedCollections named_collections;
+    mutable NamedCollections loaded_named_collections;
 
-    /// FIXME: this will be invalid when config is reloaded
     const Poco::Util::AbstractConfiguration * config;
 
     bool is_initialized = false;
diff --git a/src/Storages/System/StorageSystemNamedCollections.cpp b/src/Storages/System/StorageSystemNamedCollections.cpp
index 8c3092b948e..6f4078369d2 100644
--- a/src/Storages/System/StorageSystemNamedCollections.cpp
+++ b/src/Storages/System/StorageSystemNamedCollections.cpp
@@ -32,7 +32,6 @@ void StorageSystemNamedCollections::fillData(MutableColumns & res_columns, Conte
     context->checkAccess(AccessType::SHOW_NAMED_COLLECTIONS);
 
     auto collections = NamedCollectionFactory::instance().getAll();
-
     for (const auto & [name, collection] : collections)
     {
         res_columns[0]->insert(name);
diff --git a/src/Storages/tests/gtest_named_collections.cpp b/src/Storages/tests/gtest_named_collections.cpp
index 6a3057df329..5ba9156bcd9 100644
--- a/src/Storages/tests/gtest_named_collections.cpp
+++ b/src/Storages/tests/gtest_named_collections.cpp
@@ -44,11 +44,6 @@ TEST(NamedCollections, SimpleConfig)
 key2:	2
 key3:	3.3
 key4:	-4
-)CONFIG");
-    ASSERT_EQ(collections["collection2"]->dumpStructure(),
-              R"CONFIG(key4:	value4
-key5:	5
-key6:	6.6
 )CONFIG");
 
     auto collection1 = NamedCollectionFactory::instance().get("collection1");
@@ -59,53 +54,90 @@ key6:	6.6
     ASSERT_TRUE(collection1->get<Float64>("key3") == 3.3);
     ASSERT_TRUE(collection1->get<Int64>("key4") == -4);
 
+    ASSERT_EQ(collections["collection2"]->dumpStructure(),
+              R"CONFIG(key4:	value4
+key5:	5
+key6:	6.6
+)CONFIG");
+
     auto collection2 = NamedCollectionFactory::instance().get("collection2");
     ASSERT_TRUE(collection2 != nullptr);
 
     ASSERT_TRUE(collection2->get<String>("key4") == "value4");
     ASSERT_TRUE(collection2->get<UInt64>("key5") == 5);
     ASSERT_TRUE(collection2->get<Float64>("key6") == 6.6);
+
+    auto collection2_copy = collections["collection2"]->duplicate();
+    NamedCollectionFactory::instance().add("collection2_copy", collection2_copy);
+    ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection2_copy"));
+    ASSERT_EQ(NamedCollectionFactory::instance().get("collection2_copy")->dumpStructure(),
+              R"CONFIG(key4:	value4
+key5:	5
+key6:	6.6
+)CONFIG");
+
+    collection2_copy->set<String>("key4", "value44", true);
+    ASSERT_TRUE(collection2_copy->get<String>("key4") == "value44");
+    ASSERT_TRUE(collection2->get<String>("key4") == "value4");
+
+    collection2_copy->remove("key4");
+    ASSERT_TRUE(collection2_copy->getOrDefault<String>("key4", "N") == "N");
+    ASSERT_TRUE(collection2->getOrDefault<String>("key4", "N") == "value4");
+
+    collection2_copy->set<String>("key4", "value45");
+    ASSERT_TRUE(collection2_copy->getOrDefault<String>("key4", "N") == "value45");
+
+    NamedCollectionFactory::instance().remove("collection2_copy");
+    ASSERT_FALSE(NamedCollectionFactory::instance().exists("collection2_copy"));
+
+    config.reset();
 }
 
-// TEST(NamedCollections, NestedConfig)
-// {
-//     std::string xml(R"CONFIG(<clickhouse>
-//     <named_collections>
-//         <collection1>
-//             <key1>
-//                 <key1_1>value1</key1_1>
-//             </key1>
-//             <key2>
-//                 <key2_1>value2_1</key2_1>
-//                 <key2_2>
-//                     <key2_3>
-//                         <key2_4>value2_4</key2_4>
-//                         <key2_5>value2_5</key2_5>
-//                     </key2_3>
-//                 </key2_2>
-//             </key2>
-//         </collection1>
-//     </named_collections>
-// </clickhouse>)CONFIG");
-//
-//     Poco::XML::DOMParser dom_parser;
-//     Poco::AutoPtr<Poco::XML::Document> document = dom_parser.parseString(xml);
-//     Poco::AutoPtr<Poco::Util::XMLConfiguration> config = new Poco::Util::XMLConfiguration(document);
-//
-//     ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection1"));
-//
-//     using ValueInfo = NamedCollectionValueInfo;
-//     ValueInfo string_def{Field::Types::Which::String, std::nullopt, true};
-//
-//     NamedCollectionInfo collection1_info;
-//     collection1_info.emplace("key1.key1_1", string_def);
-//     collection1_info.emplace("key2.key2_1", string_def);
-//     collection1_info.emplace("key2.key2_2.key2_3.key2_4", string_def);
-//     collection1_info.emplace("key2.key2_2.key2_3.key2_5", string_def);
-//
-//     auto collection1 = NamedCollectionFactory::instance().get("collection1", collection1_info);
-//     ASSERT_TRUE(collection1 != nullptr);
-//
-//     ASSERT_TRUE(collection1->get("key1.key1_1").safeGet<String>() == "value1");
-//
-// }
+TEST(NamedCollections, NestedConfig)
+{
+    std::string xml(R"CONFIG(<clickhouse>
+    <named_collections>
+        <collection1>
+            <key1>
+                <key1_1>value1</key1_1>
+            </key1>
+            <key2>
+                <key2_1>value2_1</key2_1>
+                <key2_2>
+                    <key2_3>
+                        <key2_4>4</key2_4>
+                        <key2_5>5</key2_5>
+                    </key2_3>
+                </key2_2>
+            </key2>
+        </collection1>
+    </named_collections>
+</clickhouse>)CONFIG");
+
+    Poco::XML::DOMParser dom_parser;
+    Poco::AutoPtr<Poco::XML::Document> document = dom_parser.parseString(xml);
+    Poco::AutoPtr<Poco::Util::XMLConfiguration> config = new Poco::Util::XMLConfiguration(document);
+    NamedCollectionFactory::instance().reload(*config);
+
+    ASSERT_TRUE(NamedCollectionFactory::instance().exists("collection1"));
+
+    auto collection1 = NamedCollectionFactory::instance().get("collection1");
+    ASSERT_TRUE(collection1 != nullptr);
+
+    ASSERT_EQ(collection1->dumpStructure(),
+              R"CONFIG(key1:
+	key1_1:	value1
+key2:
+	key2_1:	value2_1
+	key2_2:
+		key2_3:
+			key2_4:	4
+			key2_5:	5
+)CONFIG");
+
+    ASSERT_EQ(collection1->get<String>("key1.key1_1"), "value1");
+    ASSERT_EQ(collection1->get<String>("key2.key2_1"), "value2_1");
+    ASSERT_EQ(collection1->get<Int64>("key2.key2_2.key2_3.key2_4"), 4);
+    ASSERT_EQ(collection1->get<Int64>("key2.key2_2.key2_3.key2_5"), 5);
+
+}

From 9020631826f29540304918528c3efb0062782cbf Mon Sep 17 00:00:00 2001
From: Stig Bakken <stig@stigbakken.com>
Date: Wed, 9 Nov 2022 13:30:22 +0100
Subject: [PATCH 110/211] Ignore SAVEPOINT queries in MaterializedMySQL

---
 src/Core/MySQL/MySQLReplication.cpp             |  3 ++-
 src/Core/MySQL/MySQLReplication.h               |  3 ++-
 .../materialize_with_ddl.py                     | 17 +++++++++++++++++
 .../test_materialized_mysql_database/test.py    |  7 +++++++
 4 files changed, 28 insertions(+), 2 deletions(-)

diff --git a/src/Core/MySQL/MySQLReplication.cpp b/src/Core/MySQL/MySQLReplication.cpp
index 6f3ac1b40e9..b211d746a2f 100644
--- a/src/Core/MySQL/MySQLReplication.cpp
+++ b/src/Core/MySQL/MySQLReplication.cpp
@@ -118,7 +118,7 @@ namespace MySQLReplication
         }
         else if (query.starts_with("SAVEPOINT"))
         {
-            throw ReplicationError("ParseQueryEvent: Unsupported query event:" + query, ErrorCodes::LOGICAL_ERROR);
+            typ = QUERY_SAVEPOINT;
         }
     }
 
@@ -941,6 +941,7 @@ namespace MySQLReplication
                 {
                     case QUERY_EVENT_MULTI_TXN_FLAG:
                     case QUERY_EVENT_XA:
+                    case QUERY_SAVEPOINT:
                     {
                         event = std::make_shared<DryRunEvent>(std::move(query->header));
                         break;
diff --git a/src/Core/MySQL/MySQLReplication.h b/src/Core/MySQL/MySQLReplication.h
index 8900eee0102..5825924d10b 100644
--- a/src/Core/MySQL/MySQLReplication.h
+++ b/src/Core/MySQL/MySQLReplication.h
@@ -368,7 +368,8 @@ namespace MySQLReplication
     {
         QUERY_EVENT_DDL = 0,
         QUERY_EVENT_MULTI_TXN_FLAG = 1,
-        QUERY_EVENT_XA = 2
+        QUERY_EVENT_XA = 2,
+        QUERY_SAVEPOINT = 3,
     };
 
     class QueryEvent : public EventBase
diff --git a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
index 22d4633685e..c6f2f80c2fe 100644
--- a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
+++ b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
@@ -2151,3 +2151,20 @@ def materialized_database_mysql_date_type_to_date32(
         "SELECT b from test_database.a order by a FORMAT TSV",
         "1970-01-01\n1971-02-16\n2101-05-16\n2022-02-16\n" + "2104-06-06\n",
     )
+
+
+def savepoint(clickhouse_node, mysql_node, mysql_host):
+    db = "savepoint"
+    clickhouse_node.query(f"DROP DATABASE IF EXISTS {db}")
+    mysql_node.query(f"DROP DATABASE IF EXISTS {db}")
+    mysql_node.query(f"CREATE DATABASE {db}")
+    mysql_node.query(f"CREATE TABLE {db}.t1 (id INT PRIMARY KEY)")
+    clickhouse_node.query(
+        f"CREATE DATABASE {db} ENGINE = MaterializeMySQL('{mysql_host}:3306', '{db}', 'root', 'clickhouse')"
+    )
+    mysql_node.query("BEGIN")
+    mysql_node.query(f"INSERT INTO {db}.t1 VALUES (1)")
+    mysql_node.query("SAVEPOINT savepoint_1")
+    mysql_node.query(f"INSERT INTO {db}.t1 VALUES (2)")
+    mysql_node.query("ROLLBACK TO savepoint_1")
+    mysql_node.query("COMMIT")
diff --git a/tests/integration/test_materialized_mysql_database/test.py b/tests/integration/test_materialized_mysql_database/test.py
index a672ec72275..0e33c01a6c9 100644
--- a/tests/integration/test_materialized_mysql_database/test.py
+++ b/tests/integration/test_materialized_mysql_database/test.py
@@ -509,3 +509,10 @@ def test_materialized_database_mysql_date_type_to_date32(
     materialize_with_ddl.materialized_database_mysql_date_type_to_date32(
         clickhouse_node, started_mysql_5_7, "mysql57"
     )
+
+
+def test_savepoint_query(
+    started_cluster, started_mysql_8_0, started_mysql_5_7, clickhouse_node
+):
+    materialize_with_ddl.savepoint(clickhouse_node, started_mysql_8_0, "mysql80")
+    materialize_with_ddl.savepoint(clickhouse_node, started_mysql_5_7, "mysql57")

From 0ed1d983fd6dd55c34d3f6c9ad0b6d82acc4c9c4 Mon Sep 17 00:00:00 2001
From: canenoneko <53267815+canenoneko@users.noreply.github.com>
Date: Fri, 11 Nov 2022 09:53:27 +0800
Subject: [PATCH 111/211] Update distinctive-features.md

---
 docs/zh/introduction/distinctive-features.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/zh/introduction/distinctive-features.md b/docs/zh/introduction/distinctive-features.md
index c97ab082c09..a9097e0ecaa 100644
--- a/docs/zh/introduction/distinctive-features.md
+++ b/docs/zh/introduction/distinctive-features.md
@@ -67,7 +67,7 @@ ClickHouse提供各种各样在允许牺牲数据精度的情况下对查询进
 2.  基于数据的部分样本进行近似查询。这时，仅会从磁盘检索少部分比例的数据。
 3.  不使用全部的聚合条件，通过随机选择有限个数据聚合条件进行聚合。这在数据聚合条件满足某些分布条件下，在提供相当准确的聚合结果的同时降低了计算资源的使用。
 
-## Adaptive Join Algorithm {#adaptive-join-algorithm}
+## 自适应连接算法 {#adaptive-join-algorithm}
 
 ClickHouse支持自定义[JOIN](../sql-reference/statements/select/join.md)多个表，它更倾向于散列连接算法，如果有多个大表，则使用合并-连接算法
 

From 331c1cbeb7dcea4982ec323a87b7f69c550c1c64 Mon Sep 17 00:00:00 2001
From: Tiaonmmn <Tiaonmmn@users.noreply.github.com>
Date: Fri, 11 Nov 2022 10:00:59 +0800
Subject: [PATCH 112/211] Update CompressionCodecDeflateQpl.cpp

Modify the data type to resolve warning of clang-tidy "implicit conversion".
---
 src/Compression/CompressionCodecDeflateQpl.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Compression/CompressionCodecDeflateQpl.cpp b/src/Compression/CompressionCodecDeflateQpl.cpp
index 87c0ead0795..348496a2753 100644
--- a/src/Compression/CompressionCodecDeflateQpl.cpp
+++ b/src/Compression/CompressionCodecDeflateQpl.cpp
@@ -240,7 +240,7 @@ Int32 HardwareCodecDeflateQpl::doDecompressDataAsynchronous(const char * source,
 
 void HardwareCodecDeflateQpl::flushAsynchronousDecompressRequests()
 {
-    UInt32 n_jobs_processing = decomp_async_job_map.size();
+    auto n_jobs_processing = decomp_async_job_map.size();
     std::map<UInt32, qpl_job *>::iterator it = decomp_async_job_map.begin();
 
     while (n_jobs_processing)

From 6f6a1f5d76ec75af7e589d1766e608ed8713e495 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Fri, 11 Nov 2022 02:30:05 +0000
Subject: [PATCH 113/211] fix

---
 src/TableFunctions/TableFunctionDelta.cpp | 2 +-
 src/TableFunctions/TableFunctionHudi.cpp  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index 8456878be76..aaf89b75adc 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -158,7 +158,7 @@ StoragePtr TableFunctionDelta::executeImpl(
 
 void registerTableFunctionDelta(TableFunctionFactory & factory)
 {
-    factory.registerFunction<TableFunctionDelta>();
+    factory.registerFunction<TableFunctionDelta>({.documentation = {}, .allow_readonly = true});
 }
 
 }
diff --git a/src/TableFunctions/TableFunctionHudi.cpp b/src/TableFunctions/TableFunctionHudi.cpp
index 6be5dc2d089..ea682b84ea3 100644
--- a/src/TableFunctions/TableFunctionHudi.cpp
+++ b/src/TableFunctions/TableFunctionHudi.cpp
@@ -158,7 +158,7 @@ StoragePtr TableFunctionHudi::executeImpl(
 
 void registerTableFunctionHudi(TableFunctionFactory & factory)
 {
-    factory.registerFunction<TableFunctionHudi>();
+    factory.registerFunction<TableFunctionHudi>({.documentation = {}, .allow_readonly = true});
 }
 
 }

From eebc5349ccfb26253171b45a498715416b0399f8 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Fri, 11 Nov 2022 02:42:18 +0000
Subject: [PATCH 114/211] add documentation

---
 src/TableFunctions/TableFunctionDelta.cpp | 7 ++++++-
 src/TableFunctions/TableFunctionHudi.cpp  | 8 ++++++--
 2 files changed, 12 insertions(+), 3 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index aaf89b75adc..93502c00116 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -158,7 +158,12 @@ StoragePtr TableFunctionDelta::executeImpl(
 
 void registerTableFunctionDelta(TableFunctionFactory & factory)
 {
-    factory.registerFunction<TableFunctionDelta>({.documentation = {}, .allow_readonly = true});
+    factory.registerFunction<TableFunctionDelta>(
+        {.documentation
+         = {R"(The table function can be used to read the DeltaLake table stored on object store.)",
+            Documentation::Examples{{"hudi", "SELECT * FROM deltaLake(url, access_key_id, secret_access_key)"}},
+            Documentation::Categories{"DataLake"}},
+         .allow_readonly = true});
 }
 
 }
diff --git a/src/TableFunctions/TableFunctionHudi.cpp b/src/TableFunctions/TableFunctionHudi.cpp
index ea682b84ea3..b59953a2699 100644
--- a/src/TableFunctions/TableFunctionHudi.cpp
+++ b/src/TableFunctions/TableFunctionHudi.cpp
@@ -158,9 +158,13 @@ StoragePtr TableFunctionHudi::executeImpl(
 
 void registerTableFunctionHudi(TableFunctionFactory & factory)
 {
-    factory.registerFunction<TableFunctionHudi>({.documentation = {}, .allow_readonly = true});
+    factory.registerFunction<TableFunctionHudi>(
+        {.documentation
+         = {R"(The table function can be used to read the Hudi table stored on object store.)",
+            Documentation::Examples{{"hudi", "SELECT * FROM hudi(url, access_key_id, secret_access_key)"}},
+            Documentation::Categories{"DataLake"}},
+         .allow_readonly = true});
 }
-
 }
 
 #endif

From d4e270b522bd4d869a6af329ac96938b24c1be59 Mon Sep 17 00:00:00 2001
From: zzsmdfj <zzsmdfj@gmail.com>
Date: Fri, 11 Nov 2022 10:44:16 +0800
Subject: [PATCH 115/211] to MaterializedMySQL_improvement_bug_fix-fix
 codestyle

---
 src/Core/MySQL/MySQLReplication.cpp                  |  6 +++---
 src/Core/MySQL/MySQLReplication.h                    |  2 +-
 .../materialize_with_ddl.py                          | 12 +++++++++---
 3 files changed, 13 insertions(+), 7 deletions(-)

diff --git a/src/Core/MySQL/MySQLReplication.cpp b/src/Core/MySQL/MySQLReplication.cpp
index 45437ea5843..f4785875be0 100644
--- a/src/Core/MySQL/MySQLReplication.cpp
+++ b/src/Core/MySQL/MySQLReplication.cpp
@@ -119,7 +119,7 @@ namespace MySQLReplication
         else if (query.starts_with("SAVEPOINT") || query.starts_with("ROLLBACK")
                  || query.starts_with("RELEASE SAVEPOINT"))
         {
-            typ = QUERY_EVENT_OTHER;
+            typ = QUERY_SAVEPOINT;
         }
     }
 
@@ -942,8 +942,8 @@ namespace MySQLReplication
                 {
                     case QUERY_EVENT_MULTI_TXN_FLAG:
                     case QUERY_EVENT_XA:
-                    /// Ignore queries that have no impact on the data 
-                    case QUERY_EVENT_OTHER:
+                    /// Ignore queries that have no impact on the data.
+                    case QUERY_SAVEPOINT:
                     {
                         event = std::make_shared<DryRunEvent>(std::move(query->header));
                         break;
diff --git a/src/Core/MySQL/MySQLReplication.h b/src/Core/MySQL/MySQLReplication.h
index d4bb3fb86f9..e603ecb42bf 100644
--- a/src/Core/MySQL/MySQLReplication.h
+++ b/src/Core/MySQL/MySQLReplication.h
@@ -369,7 +369,7 @@ namespace MySQLReplication
         QUERY_EVENT_DDL = 0,
         QUERY_EVENT_MULTI_TXN_FLAG = 1,
         QUERY_EVENT_XA = 2,
-        QUERY_EVENT_OTHER = 3
+        QUERY_SAVEPOINT = 3
     };
 
     class QueryEvent : public EventBase
diff --git a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
index bfb6d2bc6dd..8bc1b13c7a4 100644
--- a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
+++ b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
@@ -875,9 +875,15 @@ def alter_rename_table_with_materialized_mysql_database(
         "1\n2\n3\n4\n5\n",
     )
 
-    mysql_node.query("ALTER TABLE test_database_rename_table.test_table_4 RENAME test_database_rename_table.test_table_5")
-    mysql_node.query("ALTER TABLE test_database_rename_table.test_table_5 RENAME TO test_database_rename_table.test_table_6")
-    mysql_node.query("ALTER TABLE test_database_rename_table.test_table_6 RENAME AS test_database_rename_table.test_table_7")
+    mysql_node.query(
++       "ALTER TABLE test_database_rename_table.test_table_4 RENAME test_database_rename_table.test_table_5"
++   )
+    mysql_node.query(
++       "ALTER TABLE test_database_rename_table.test_table_5 RENAME TO test_database_rename_table.test_table_6"
++   )
+    mysql_node.query(
++       "ALTER TABLE test_database_rename_table.test_table_6 RENAME AS test_database_rename_table.test_table_7"
++   )
 
     check_query(
         clickhouse_node,

From 661c541e57be992f32e417ea200fdad167238c1f Mon Sep 17 00:00:00 2001
From: Amos Bird <amosbird@gmail.com>
Date: Thu, 10 Nov 2022 18:43:19 +0800
Subject: [PATCH 116/211] Fix Nullable keys in hyperrectangle.

---
 src/Storages/Hive/HiveFile.cpp                | 14 +++---
 src/Storages/MergeTree/KeyCondition.cpp       | 46 +++++++++++++------
 src/Storages/MergeTree/KeyCondition.h         | 31 ++++++++-----
 .../MergeTree/MergeTreeDataSelectExecutor.cpp |  6 ++-
 ...llable_primary_key_second_column.reference |  1 +
 ...479_nullable_primary_key_second_column.sql |  9 ++++
 6 files changed, 73 insertions(+), 34 deletions(-)
 create mode 100644 tests/queries/0_stateless/02479_nullable_primary_key_second_column.reference
 create mode 100644 tests/queries/0_stateless/02479_nullable_primary_key_second_column.sql

diff --git a/src/Storages/Hive/HiveFile.cpp b/src/Storages/Hive/HiveFile.cpp
index 8f5b1b5f5fd..219fe562f2c 100644
--- a/src/Storages/Hive/HiveFile.cpp
+++ b/src/Storages/Hive/HiveFile.cpp
@@ -54,7 +54,7 @@ Range createRangeFromOrcStatistics(const StatisticsType * stats)
     }
     else
     {
-        return Range();
+        return Range::createWholeUniverseWithoutNull();
     }
 }
 
@@ -64,14 +64,14 @@ Range createRangeFromParquetStatistics(std::shared_ptr<StatisticsType> stats)
     /// We must check if there are minimum or maximum values in statistics in case of
     /// null values or NaN/Inf values of double type.
     if (!stats->HasMinMax())
-        return Range();
+        return Range::createWholeUniverseWithoutNull();
     return Range(FieldType(stats->min()), true, FieldType(stats->max()), true);
 }
 
 Range createRangeFromParquetStatistics(std::shared_ptr<parquet::ByteArrayStatistics> stats)
 {
     if (!stats->HasMinMax())
-        return Range();
+        return Range::createWholeUniverseWithoutNull();
     String min_val(reinterpret_cast<const char *>(stats->min().ptr), stats->min().len);
     String max_val(reinterpret_cast<const char *>(stats->max().ptr), stats->max().len);
     return Range(min_val, true, max_val, true);
@@ -116,7 +116,7 @@ void IHiveFile::loadSplitMinMaxIndexes()
 Range HiveORCFile::buildRange(const orc::ColumnStatistics * col_stats)
 {
     if (!col_stats || col_stats->hasNull())
-        return {};
+        return Range::createWholeUniverseWithoutNull();
 
     if (const auto * int_stats = dynamic_cast<const orc::IntegerColumnStatistics *>(col_stats))
     {
@@ -155,7 +155,7 @@ Range HiveORCFile::buildRange(const orc::ColumnStatistics * col_stats)
     {
         return createRangeFromOrcStatistics<UInt16>(date_stats);
     }
-    return {};
+    return Range::createWholeUniverseWithoutNull();
 }
 
 void HiveORCFile::prepareReader()
@@ -194,7 +194,7 @@ std::unique_ptr<IMergeTreeDataPart::MinMaxIndex> HiveORCFile::buildMinMaxIndex(c
 
     size_t range_num = index_names_and_types.size();
     auto idx = std::make_unique<IMergeTreeDataPart::MinMaxIndex>();
-    idx->hyperrectangle.resize(range_num);
+    idx->hyperrectangle.resize(range_num, Range::createWholeUniverseWithoutNull());
 
     size_t i = 0;
     for (const auto & name_type : index_names_and_types)
@@ -308,7 +308,7 @@ void HiveParquetFile::loadSplitMinMaxIndexesImpl()
     {
         auto row_group_meta = meta->RowGroup(static_cast<int>(i));
         split_minmax_idxes[i] = std::make_shared<IMergeTreeDataPart::MinMaxIndex>();
-        split_minmax_idxes[i]->hyperrectangle.resize(num_cols);
+        split_minmax_idxes[i]->hyperrectangle.resize(num_cols, Range::createWholeUniverseWithoutNull());
 
         size_t j = 0;
         auto it = index_names_and_types.begin();
diff --git a/src/Storages/MergeTree/KeyCondition.cpp b/src/Storages/MergeTree/KeyCondition.cpp
index 1d688427a57..f053c072dfa 100644
--- a/src/Storages/MergeTree/KeyCondition.cpp
+++ b/src/Storages/MergeTree/KeyCondition.cpp
@@ -438,8 +438,8 @@ const KeyCondition::AtomMap KeyCondition::atom_map
         [] (RPNElement & out, const Field &)
         {
             out.function = RPNElement::FUNCTION_IS_NOT_NULL;
-            // isNotNull means (-Inf, +Inf), which is the default Range
-            out.range = Range();
+            // isNotNull means (-Inf, +Inf)
+            out.range = Range::createWholeUniverseWithoutNull();
             return true;
         }
     },
@@ -448,9 +448,10 @@ const KeyCondition::AtomMap KeyCondition::atom_map
         [] (RPNElement & out, const Field &)
         {
             out.function = RPNElement::FUNCTION_IS_NULL;
-            // isNull means +Inf (NULLS_LAST) or -Inf (NULLS_FIRST),
-            // which is equivalent to not in Range (-Inf, +Inf)
-            out.range = Range();
+            // isNull means +Inf (NULLS_LAST) or -Inf (NULLS_FIRST), We don't support discrete
+            // ranges, instead will use the inverse of (-Inf, +Inf). The inversion happens in
+            // checkInHyperrectangle.
+            out.range = Range::createWholeUniverseWithoutNull();
             return true;
         }
     }
@@ -1938,6 +1939,7 @@ static BoolMask forAnyHyperrectangle(
     bool left_bounded,
     bool right_bounded,
     std::vector<Range> & hyperrectangle,
+    const DataTypes & data_types,
     size_t prefix_size,
     BoolMask initial_mask,
     F && callback)
@@ -1981,12 +1983,17 @@ static BoolMask forAnyHyperrectangle(
     if (left_bounded && right_bounded)
         hyperrectangle[prefix_size] = Range(left_keys[prefix_size], false, right_keys[prefix_size], false);
     else if (left_bounded)
-        hyperrectangle[prefix_size] = Range::createLeftBounded(left_keys[prefix_size], false);
+        hyperrectangle[prefix_size] = Range::createLeftBounded(left_keys[prefix_size], false, data_types[prefix_size]->isNullable());
     else if (right_bounded)
-        hyperrectangle[prefix_size] = Range::createRightBounded(right_keys[prefix_size], false);
+        hyperrectangle[prefix_size] = Range::createRightBounded(right_keys[prefix_size], false, data_types[prefix_size]->isNullable());
 
     for (size_t i = prefix_size + 1; i < key_size; ++i)
-        hyperrectangle[i] = Range();
+    {
+        if (data_types[i]->isNullable())
+            hyperrectangle[i] = Range::createWholeUniverse();
+        else
+            hyperrectangle[i] = Range::createWholeUniverseWithoutNull();
+    }
 
 
     BoolMask result = initial_mask;
@@ -2004,7 +2011,9 @@ static BoolMask forAnyHyperrectangle(
     if (left_bounded)
     {
         hyperrectangle[prefix_size] = Range(left_keys[prefix_size]);
-        result = result | forAnyHyperrectangle(key_size, left_keys, right_keys, true, false, hyperrectangle, prefix_size + 1, initial_mask, callback);
+        result = result
+            | forAnyHyperrectangle(
+                     key_size, left_keys, right_keys, true, false, hyperrectangle, data_types, prefix_size + 1, initial_mask, callback);
         if (result.isComplete())
             return result;
     }
@@ -2014,7 +2023,9 @@ static BoolMask forAnyHyperrectangle(
     if (right_bounded)
     {
         hyperrectangle[prefix_size] = Range(right_keys[prefix_size]);
-        result = result | forAnyHyperrectangle(key_size, left_keys, right_keys, false, true, hyperrectangle, prefix_size + 1, initial_mask, callback);
+        result = result
+            | forAnyHyperrectangle(
+                     key_size, left_keys, right_keys, false, true, hyperrectangle, data_types, prefix_size + 1, initial_mask, callback);
         if (result.isComplete())
             return result;
     }
@@ -2030,7 +2041,16 @@ BoolMask KeyCondition::checkInRange(
     const DataTypes & data_types,
     BoolMask initial_mask) const
 {
-    std::vector<Range> key_ranges(used_key_size, Range());
+    std::vector<Range> key_ranges;
+
+    key_ranges.reserve(used_key_size);
+    for (size_t i = 0; i < used_key_size; ++i)
+    {
+        if (data_types[i]->isNullable())
+            key_ranges.push_back(Range::createWholeUniverse());
+        else
+            key_ranges.push_back(Range::createWholeUniverseWithoutNull());
+    }
 
     // std::cerr << "Checking for: [";
     // for (size_t i = 0; i != used_key_size; ++i)
@@ -2041,7 +2061,7 @@ BoolMask KeyCondition::checkInRange(
     //     std::cerr << (i != 0 ? ", " : "") << applyVisitor(FieldVisitorToString(), right_keys[i]);
     // std::cerr << "]\n";
 
-    return forAnyHyperrectangle(used_key_size, left_keys, right_keys, true, true, key_ranges, 0, initial_mask,
+    return forAnyHyperrectangle(used_key_size, left_keys, right_keys, true, true, key_ranges, data_types, 0, initial_mask,
         [&] (const std::vector<Range> & key_ranges_hyperrectangle)
     {
         auto res = checkInHyperrectangle(key_ranges_hyperrectangle, data_types);
@@ -2193,7 +2213,7 @@ BoolMask KeyCondition::checkInHyperrectangle(
             const Range * key_range = &hyperrectangle[element.key_column];
 
             /// The case when the column is wrapped in a chain of possibly monotonic functions.
-            Range transformed_range;
+            Range transformed_range = Range::createWholeUniverse();
             if (!element.monotonic_functions_chain.empty())
             {
                 std::optional<Range> new_range = applyMonotonicFunctionsChainToRange(
diff --git a/src/Storages/MergeTree/KeyCondition.h b/src/Storages/MergeTree/KeyCondition.h
index 138dce83db9..6aa0ae737c8 100644
--- a/src/Storages/MergeTree/KeyCondition.h
+++ b/src/Storages/MergeTree/KeyCondition.h
@@ -60,13 +60,10 @@ private:
     static bool less(const Field & lhs, const Field & rhs);
 
 public:
-    FieldRef left = NEGATIVE_INFINITY;   /// the left border
-    FieldRef right = POSITIVE_INFINITY;  /// the right border
-    bool left_included = false;           /// includes the left border
-    bool right_included = false;          /// includes the right border
-
-    /// The whole universe (not null).
-    Range() {} /// NOLINT
+    FieldRef left;        /// the left border
+    FieldRef right;       /// the right border
+    bool left_included;   /// includes the left border
+    bool right_included;  /// includes the right border
 
     /// One point.
     Range(const FieldRef & point) /// NOLINT
@@ -82,9 +79,19 @@ public:
         shrinkToIncludedIfPossible();
     }
 
-    static Range createRightBounded(const FieldRef & right_point, bool right_included)
+    static Range createWholeUniverse()
     {
-        Range r;
+        return Range(NEGATIVE_INFINITY, true, POSITIVE_INFINITY, true);
+    }
+
+    static Range createWholeUniverseWithoutNull()
+    {
+        return Range(NEGATIVE_INFINITY, false, POSITIVE_INFINITY, false);
+    }
+
+    static Range createRightBounded(const FieldRef & right_point, bool right_included, bool with_null = false)
+    {
+        Range r = with_null ? createWholeUniverse() : createWholeUniverseWithoutNull();
         r.right = right_point;
         r.right_included = right_included;
         r.shrinkToIncludedIfPossible();
@@ -94,9 +101,9 @@ public:
         return r;
     }
 
-    static Range createLeftBounded(const FieldRef & left_point, bool left_included)
+    static Range createLeftBounded(const FieldRef & left_point, bool left_included, bool with_null = false)
     {
-        Range r;
+        Range r = with_null ? createWholeUniverse() : createWholeUniverseWithoutNull();
         r.left = left_point;
         r.left_included = left_included;
         r.shrinkToIncludedIfPossible();
@@ -367,7 +374,7 @@ private:
         Function function = FUNCTION_UNKNOWN;
 
         /// For FUNCTION_IN_RANGE and FUNCTION_NOT_IN_RANGE.
-        Range range;
+        Range range = Range::createWholeUniverse();
         size_t key_column = 0;
         /// For FUNCTION_IN_SET, FUNCTION_NOT_IN_SET
         using MergeTreeSetIndexPtr = std::shared_ptr<const MergeTreeSetIndex>;
diff --git a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
index 59171165704..0318fc0648c 100644
--- a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
@@ -686,7 +686,8 @@ MergeTreeDataSelectSamplingData MergeTreeDataSelectExecutor::getSampling(
 
             if (has_lower_limit)
             {
-                if (!key_condition.addCondition(sampling_key.column_names[0], Range::createLeftBounded(lower, true)))
+                if (!key_condition.addCondition(
+                        sampling_key.column_names[0], Range::createLeftBounded(lower, true, sampling_key.data_types[0]->isNullable())))
                     throw Exception("Sampling column not in primary key", ErrorCodes::ILLEGAL_COLUMN);
 
                 ASTPtr args = std::make_shared<ASTExpressionList>();
@@ -703,7 +704,8 @@ MergeTreeDataSelectSamplingData MergeTreeDataSelectExecutor::getSampling(
 
             if (has_upper_limit)
             {
-                if (!key_condition.addCondition(sampling_key.column_names[0], Range::createRightBounded(upper, false)))
+                if (!key_condition.addCondition(
+                        sampling_key.column_names[0], Range::createRightBounded(upper, false, sampling_key.data_types[0]->isNullable())))
                     throw Exception("Sampling column not in primary key", ErrorCodes::ILLEGAL_COLUMN);
 
                 ASTPtr args = std::make_shared<ASTExpressionList>();
diff --git a/tests/queries/0_stateless/02479_nullable_primary_key_second_column.reference b/tests/queries/0_stateless/02479_nullable_primary_key_second_column.reference
new file mode 100644
index 00000000000..f0227e1a41e
--- /dev/null
+++ b/tests/queries/0_stateless/02479_nullable_primary_key_second_column.reference
@@ -0,0 +1 @@
+a	\N
diff --git a/tests/queries/0_stateless/02479_nullable_primary_key_second_column.sql b/tests/queries/0_stateless/02479_nullable_primary_key_second_column.sql
new file mode 100644
index 00000000000..ad0c09222c2
--- /dev/null
+++ b/tests/queries/0_stateless/02479_nullable_primary_key_second_column.sql
@@ -0,0 +1,9 @@
+drop table if exists test_table;
+
+create table test_table (A Nullable(String), B Nullable(String)) engine MergeTree order by (A,B) settings index_granularity = 1, allow_nullable_key=1;
+
+insert into test_table values ('a', 'b'), ('a', null), (null, 'b');
+
+select * from test_table where B is null;
+
+drop table test_table;

From 0e614aec122d048dde4f53052fad198003dbcbed Mon Sep 17 00:00:00 2001
From: zzsmdfj <zzsmdfj@gmail.com>
Date: Fri, 11 Nov 2022 11:24:29 +0800
Subject: [PATCH 117/211] to MaterializedMySQL_improvement_bug_fix-fix code
 sytle

---
 .../materialize_with_ddl.py                                 | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
index 8bc1b13c7a4..a994863417e 100644
--- a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
+++ b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
@@ -877,13 +877,13 @@ def alter_rename_table_with_materialized_mysql_database(
 
     mysql_node.query(
 +       "ALTER TABLE test_database_rename_table.test_table_4 RENAME test_database_rename_table.test_table_5"
-+   )
+    )
     mysql_node.query(
 +       "ALTER TABLE test_database_rename_table.test_table_5 RENAME TO test_database_rename_table.test_table_6"
-+   )
+    )
     mysql_node.query(
 +       "ALTER TABLE test_database_rename_table.test_table_6 RENAME AS test_database_rename_table.test_table_7"
-+   )
+    )
 
     check_query(
         clickhouse_node,

From a9a208c3cdc9ccc370a529429158e047e42c238a Mon Sep 17 00:00:00 2001
From: zzsmdfj <zzsmdfj@gmail.com>
Date: Fri, 11 Nov 2022 11:46:22 +0800
Subject: [PATCH 118/211] to MaterializedMySQL_improvement_bug_fix-fix code
 style

---
 .../materialize_with_ddl.py                                 | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
index a994863417e..cdb8ba464af 100644
--- a/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
+++ b/tests/integration/test_materialized_mysql_database/materialize_with_ddl.py
@@ -876,13 +876,13 @@ def alter_rename_table_with_materialized_mysql_database(
     )
 
     mysql_node.query(
-+       "ALTER TABLE test_database_rename_table.test_table_4 RENAME test_database_rename_table.test_table_5"
+        "ALTER TABLE test_database_rename_table.test_table_4 RENAME test_database_rename_table.test_table_5"
     )
     mysql_node.query(
-+       "ALTER TABLE test_database_rename_table.test_table_5 RENAME TO test_database_rename_table.test_table_6"
+        "ALTER TABLE test_database_rename_table.test_table_5 RENAME TO test_database_rename_table.test_table_6"
     )
     mysql_node.query(
-+       "ALTER TABLE test_database_rename_table.test_table_6 RENAME AS test_database_rename_table.test_table_7"
+        "ALTER TABLE test_database_rename_table.test_table_6 RENAME AS test_database_rename_table.test_table_7"
     )
 
     check_query(

From d96d11899b87cb2ea9e001604ca6f64006a53bb1 Mon Sep 17 00:00:00 2001
From: flynn <fenglv15@mails.ucas.ac.cn>
Date: Fri, 11 Nov 2022 06:14:51 +0000
Subject: [PATCH 119/211] fix

---
 src/TableFunctions/TableFunctionDelta.cpp | 5 ++---
 src/TableFunctions/TableFunctionHudi.cpp  | 5 ++---
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/src/TableFunctions/TableFunctionDelta.cpp b/src/TableFunctions/TableFunctionDelta.cpp
index 93502c00116..25ea2aaa77f 100644
--- a/src/TableFunctions/TableFunctionDelta.cpp
+++ b/src/TableFunctions/TableFunctionDelta.cpp
@@ -81,6 +81,8 @@ void TableFunctionDelta::parseArgumentsImpl(
 
     if (args_to_idx.contains("format"))
         base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx["format"]], "format");
+    else
+        base_configuration.format = "Parquet";
 
     if (args_to_idx.contains("structure"))
         base_configuration.structure = checkAndGetLiteralArgument<String>(args[args_to_idx["structure"]], "structure");
@@ -96,9 +98,6 @@ void TableFunctionDelta::parseArgumentsImpl(
     if (args_to_idx.contains("secret_access_key"))
         base_configuration.auth_settings.secret_access_key
             = checkAndGetLiteralArgument<String>(args[args_to_idx["secret_access_key"]], "secret_access_key");
-
-    if (base_configuration.format == "auto")
-        base_configuration.format = FormatFactory::instance().getFormatFromFileName(base_configuration.url, true);
 }
 
 void TableFunctionDelta::parseArguments(const ASTPtr & ast_function, ContextPtr context)
diff --git a/src/TableFunctions/TableFunctionHudi.cpp b/src/TableFunctions/TableFunctionHudi.cpp
index b59953a2699..b1db90da550 100644
--- a/src/TableFunctions/TableFunctionHudi.cpp
+++ b/src/TableFunctions/TableFunctionHudi.cpp
@@ -81,6 +81,8 @@ void TableFunctionHudi::parseArgumentsImpl(
 
     if (args_to_idx.contains("format"))
         base_configuration.format = checkAndGetLiteralArgument<String>(args[args_to_idx["format"]], "format");
+    else
+        base_configuration.format = "Parquet";
 
     if (args_to_idx.contains("structure"))
         base_configuration.structure = checkAndGetLiteralArgument<String>(args[args_to_idx["structure"]], "structure");
@@ -96,9 +98,6 @@ void TableFunctionHudi::parseArgumentsImpl(
     if (args_to_idx.contains("secret_access_key"))
         base_configuration.auth_settings.secret_access_key
             = checkAndGetLiteralArgument<String>(args[args_to_idx["secret_access_key"]], "secret_access_key");
-
-    if (base_configuration.format == "auto")
-        base_configuration.format = FormatFactory::instance().getFormatFromFileName(base_configuration.url, true);
 }
 
 void TableFunctionHudi::parseArguments(const ASTPtr & ast_function, ContextPtr context)

From 3835373644c851b646c0b770f2bfa74f953ccacd Mon Sep 17 00:00:00 2001
From: zzsmdfj <zzsmdfj@gmail.com>
Date: Fri, 11 Nov 2022 16:40:10 +0800
Subject: [PATCH 120/211] to add_oss_function_and_StorageOSS

---
 .../maskSensitiveInfoInQueryForLogging.cpp           |  4 ++--
 src/Storages/StorageS3.cpp                           |  5 +++++
 src/Storages/registerStorages.cpp                    |  2 ++
 src/TableFunctions/TableFunctionS3.cpp               |  5 +++++
 src/TableFunctions/TableFunctionS3.h                 | 12 ++++++++++++
 src/TableFunctions/registerTableFunctions.cpp        |  1 +
 src/TableFunctions/registerTableFunctions.h          |  1 +
 ...14_all_new_table_functions_must_be_documented.sql |  2 +-
 8 files changed, 29 insertions(+), 3 deletions(-)

diff --git a/src/Interpreters/maskSensitiveInfoInQueryForLogging.cpp b/src/Interpreters/maskSensitiveInfoInQueryForLogging.cpp
index c69f91394b9..fe05283eef5 100644
--- a/src/Interpreters/maskSensitiveInfoInQueryForLogging.cpp
+++ b/src/Interpreters/maskSensitiveInfoInQueryForLogging.cpp
@@ -164,7 +164,7 @@ namespace
                 /// MongoDB('host:port', 'database', 'collection', 'user', 'password', ...)
                 wipePasswordFromArgument(*storage.engine, data, 4);
             }
-            else if (engine_name == "S3" || engine_name == "COSN")
+            else if (engine_name == "S3" || engine_name == "COSN" || engine_name == "OSS")
             {
                 /// S3('url', ['aws_access_key_id', 'aws_secret_access_key',] ...)
                 wipePasswordFromS3TableEngineArguments(*storage.engine, data);
@@ -222,7 +222,7 @@ namespace
                 /// mongodb('host:port', 'database', 'collection', 'user', 'password', ...)
                 wipePasswordFromArgument(function, data, 4);
             }
-            else if (function.name == "s3" || function.name == "cosn")
+            else if (function.name == "s3" || function.name == "cosn" || function.name == "oss")
             {
                 /// s3('url', 'aws_access_key_id', 'aws_secret_access_key', ...)
                 wipePasswordFromS3FunctionArguments(function, data, /* is_cluster_function= */ false);
diff --git a/src/Storages/StorageS3.cpp b/src/Storages/StorageS3.cpp
index d759c339dea..ab9b71f5ff3 100644
--- a/src/Storages/StorageS3.cpp
+++ b/src/Storages/StorageS3.cpp
@@ -1314,6 +1314,11 @@ void registerStorageCOS(StorageFactory & factory)
     return registerStorageS3Impl("COSN", factory);
 }
 
+void registerStorageOSS(StorageFactory & factory)
+{
+    return registerStorageS3Impl("OSS", factory);
+}
+
 NamesAndTypesList StorageS3::getVirtuals() const
 {
     return virtual_columns;
diff --git a/src/Storages/registerStorages.cpp b/src/Storages/registerStorages.cpp
index fd81b55ef61..200b8e637da 100644
--- a/src/Storages/registerStorages.cpp
+++ b/src/Storages/registerStorages.cpp
@@ -32,6 +32,7 @@ void registerStorageMeiliSearch(StorageFactory& factory);
 #if USE_AWS_S3
 void registerStorageS3(StorageFactory & factory);
 void registerStorageCOS(StorageFactory & factory);
+void registerStorageOSS(StorageFactory & factory);
 void registerStorageHudi(StorageFactory & factory);
 void registerStorageDelta(StorageFactory & factory);
 #endif
@@ -120,6 +121,7 @@ void registerStorages()
     #if USE_AWS_S3
     registerStorageS3(factory);
     registerStorageCOS(factory);
+    registerStorageOSS(factory);
     registerStorageHudi(factory);
     registerStorageDelta(factory);
     #endif
diff --git a/src/TableFunctions/TableFunctionS3.cpp b/src/TableFunctions/TableFunctionS3.cpp
index 4c0b5352545..7f07dc16025 100644
--- a/src/TableFunctions/TableFunctionS3.cpp
+++ b/src/TableFunctions/TableFunctionS3.cpp
@@ -183,6 +183,11 @@ void registerTableFunctionCOS(TableFunctionFactory & factory)
     factory.registerFunction<TableFunctionCOS>();
 }
 
+void registerTableFunctionOSS(TableFunctionFactory & factory)
+{
+    factory.registerFunction<TableFunctionOSS>();
+}
+
 }
 
 #endif
diff --git a/src/TableFunctions/TableFunctionS3.h b/src/TableFunctions/TableFunctionS3.h
index 5c12c2a3975..e13fb7f88d9 100644
--- a/src/TableFunctions/TableFunctionS3.h
+++ b/src/TableFunctions/TableFunctionS3.h
@@ -62,6 +62,18 @@ private:
     const char * getStorageTypeName() const override { return "COSN"; }
 };
 
+class TableFunctionOSS : public TableFunctionS3
+{
+public:
+    static constexpr auto name = "oss";
+    std::string getName() const override
+    {
+        return name;
+    }
+private:
+    const char * getStorageTypeName() const override { return "OSS"; }
+};
+
 }
 
 #endif
diff --git a/src/TableFunctions/registerTableFunctions.cpp b/src/TableFunctions/registerTableFunctions.cpp
index 9328c12c122..89701f3bf70 100644
--- a/src/TableFunctions/registerTableFunctions.cpp
+++ b/src/TableFunctions/registerTableFunctions.cpp
@@ -27,6 +27,7 @@ void registerTableFunctions()
     registerTableFunctionS3(factory);
     registerTableFunctionS3Cluster(factory);
     registerTableFunctionCOS(factory);
+    registerTableFunctionOSS(factory);
 #endif
 
 #if USE_HDFS
diff --git a/src/TableFunctions/registerTableFunctions.h b/src/TableFunctions/registerTableFunctions.h
index 3bc9e3a85da..afbda491e9a 100644
--- a/src/TableFunctions/registerTableFunctions.h
+++ b/src/TableFunctions/registerTableFunctions.h
@@ -24,6 +24,7 @@ void registerTableFunctionMeiliSearch(TableFunctionFactory & factory);
 void registerTableFunctionS3(TableFunctionFactory & factory);
 void registerTableFunctionS3Cluster(TableFunctionFactory & factory);
 void registerTableFunctionCOS(TableFunctionFactory & factory);
+void registerTableFunctionOSS(TableFunctionFactory & factory);
 #endif
 
 #if USE_HDFS
diff --git a/tests/queries/0_stateless/02414_all_new_table_functions_must_be_documented.sql b/tests/queries/0_stateless/02414_all_new_table_functions_must_be_documented.sql
index 5d43ec6f0c2..a73993f6a5a 100644
--- a/tests/queries/0_stateless/02414_all_new_table_functions_must_be_documented.sql
+++ b/tests/queries/0_stateless/02414_all_new_table_functions_must_be_documented.sql
@@ -2,5 +2,5 @@
 -- Please help shorten this list down to zero elements.
 SELECT name FROM system.table_functions WHERE length(description) < 10
 AND name NOT IN (
-    'cosn', 'hdfs', 'hdfsCluster', 'hive', 'mysql', 'postgresql', 's3', 's3Cluster', 'sqlite' -- these functions are not enabled in fast test
+    'cosn', 'oss', 'hdfs', 'hdfsCluster', 'hive', 'mysql', 'postgresql', 's3', 's3Cluster', 'sqlite' -- these functions are not enabled in fast test
 ) ORDER BY name;

From 41056bb99063a41ace8a55c2482475578b466535 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Wed, 9 Nov 2022 18:54:49 +0100
Subject: [PATCH 121/211] Vuln WIP

---
 .../AggregateFunctionAggThrow.cpp             |  2 +-
 ...ateFunctionCategoricalInformationValue.cpp |  2 +-
 .../AggregateFunctionGroupArray.h             |  4 +-
 .../AggregateFunctionGroupArrayMoving.h       |  2 +-
 .../AggregateFunctionHistogram.h              |  2 +-
 .../AggregateFunctionMaxIntersections.h       |  2 +-
 .../AggregateFunctionMinMaxAny.h              |  4 +-
 .../AggregateFunctionSequenceNextNode.h       |  2 +-
 .../AggregateFunctionUniqUpTo.h               |  2 +-
 src/AggregateFunctions/QuantileExact.h        |  2 +-
 src/AggregateFunctions/QuantileTDigest.h      |  2 +-
 src/AggregateFunctions/StatCommon.h           |  4 +-
 .../0_stateless/02477_invalid_reads.reference |  0
 .../0_stateless/02477_invalid_reads.sql       | 47 +++++++++++++++++++
 14 files changed, 62 insertions(+), 15 deletions(-)
 create mode 100644 tests/queries/0_stateless/02477_invalid_reads.reference
 create mode 100644 tests/queries/0_stateless/02477_invalid_reads.sql

diff --git a/src/AggregateFunctions/AggregateFunctionAggThrow.cpp b/src/AggregateFunctions/AggregateFunctionAggThrow.cpp
index ae1bbfddf75..432b1f39f84 100644
--- a/src/AggregateFunctions/AggregateFunctionAggThrow.cpp
+++ b/src/AggregateFunctions/AggregateFunctionAggThrow.cpp
@@ -95,7 +95,7 @@ public:
     void deserialize(AggregateDataPtr __restrict /* place */, ReadBuffer & buf, std::optional<size_t> /* version */, Arena *) const override
     {
         char c = 0;
-        buf.read(c);
+        buf.readStrict(c);
     }
 
     void insertResultInto(AggregateDataPtr __restrict, IColumn & to, Arena *) const override
diff --git a/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.cpp b/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.cpp
index 89ffdfa6109..93b5de0c5ab 100644
--- a/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.cpp
+++ b/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.cpp
@@ -118,7 +118,7 @@ public:
 
     void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, std::optional<size_t> /* version */, Arena *) const override
     {
-        buf.read(place, sizeOfData());
+        buf.readStrict(place, sizeOfData());
     }
 
     DataTypePtr getReturnType() const override
diff --git a/src/AggregateFunctions/AggregateFunctionGroupArray.h b/src/AggregateFunctions/AggregateFunctionGroupArray.h
index 6888c113556..89b382de819 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupArray.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupArray.h
@@ -270,7 +270,7 @@ public:
         auto & value = this->data(place).value;
 
         value.resize(size, arena);
-        buf.read(reinterpret_cast<char *>(value.data()), size * sizeof(value[0]));
+        buf.readStrict(reinterpret_cast<char *>(value.data()), size * sizeof(value[0]));
 
         if constexpr (Trait::sampler == Sampler::RNG)
         {
@@ -343,7 +343,7 @@ struct GroupArrayNodeBase
 
         Node * node = reinterpret_cast<Node *>(arena->alignedAlloc(sizeof(Node) + size, alignof(Node)));
         node->size = size;
-        buf.read(node->data(), size);
+        buf.readStrict(node->data(), size);
         return node;
     }
 };
diff --git a/src/AggregateFunctions/AggregateFunctionGroupArrayMoving.h b/src/AggregateFunctions/AggregateFunctionGroupArrayMoving.h
index 1fa568024af..40867b1949a 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupArrayMoving.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupArrayMoving.h
@@ -144,7 +144,7 @@ public:
         {
             auto & value = this->data(place).value;
             value.resize(size, arena);
-            buf.read(reinterpret_cast<char *>(value.data()), size * sizeof(value[0]));
+            buf.readStrict(reinterpret_cast<char *>(value.data()), size * sizeof(value[0]));
             this->data(place).sum = value.back();
         }
     }
diff --git a/src/AggregateFunctions/AggregateFunctionHistogram.h b/src/AggregateFunctions/AggregateFunctionHistogram.h
index 18bfc085ba3..fbd92aa8220 100644
--- a/src/AggregateFunctions/AggregateFunctionHistogram.h
+++ b/src/AggregateFunctions/AggregateFunctionHistogram.h
@@ -293,7 +293,7 @@ public:
         if (size > max_bins * 2)
             throw Exception("Too many bins", ErrorCodes::TOO_LARGE_ARRAY_SIZE);
 
-        buf.read(reinterpret_cast<char *>(points), size * sizeof(WeightedValue));
+        buf.readStrict(reinterpret_cast<char *>(points), size * sizeof(WeightedValue));
     }
 };
 
diff --git a/src/AggregateFunctions/AggregateFunctionMaxIntersections.h b/src/AggregateFunctions/AggregateFunctionMaxIntersections.h
index 19547bdd247..d2f553172c9 100644
--- a/src/AggregateFunctions/AggregateFunctionMaxIntersections.h
+++ b/src/AggregateFunctions/AggregateFunctionMaxIntersections.h
@@ -130,7 +130,7 @@ public:
         auto & value = this->data(place).value;
 
         value.resize(size, arena);
-        buf.read(reinterpret_cast<char *>(value.data()), size * sizeof(value[0]));
+        buf.readStrict(reinterpret_cast<char *>(value.data()), size * sizeof(value[0]));
     }
 
     void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
diff --git a/src/AggregateFunctions/AggregateFunctionMinMaxAny.h b/src/AggregateFunctions/AggregateFunctionMinMaxAny.h
index f8d252cf8e9..46be7331195 100644
--- a/src/AggregateFunctions/AggregateFunctionMinMaxAny.h
+++ b/src/AggregateFunctions/AggregateFunctionMinMaxAny.h
@@ -515,7 +515,7 @@ public:
                 size = rhs_size;
 
                 if (size > 0)
-                    buf.read(small_data, size);
+                    buf.readStrict(small_data, size);
             }
             else
             {
@@ -527,7 +527,7 @@ public:
                 }
 
                 size = rhs_size;
-                buf.read(large_data, size);
+                buf.readStrict(large_data, size);
             }
         }
         else
diff --git a/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h b/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h
index c29055ae8db..87ccd0d8a19 100644
--- a/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h
+++ b/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h
@@ -81,7 +81,7 @@ struct NodeBase
 
         Node * node = reinterpret_cast<Node *>(arena->alignedAlloc(sizeof(Node) + size, alignof(Node)));
         node->size = size;
-        buf.read(node->data(), size);
+        buf.readStrict(node->data(), size);
 
         readBinary(node->event_time, buf);
         UInt64 ulong_bitset;
diff --git a/src/AggregateFunctions/AggregateFunctionUniqUpTo.h b/src/AggregateFunctions/AggregateFunctionUniqUpTo.h
index 48b4c0f2c68..99f36b664d7 100644
--- a/src/AggregateFunctions/AggregateFunctionUniqUpTo.h
+++ b/src/AggregateFunctions/AggregateFunctionUniqUpTo.h
@@ -108,7 +108,7 @@ struct AggregateFunctionUniqUpToData
         readBinary(count, rb);
 
         if (count <= threshold)
-            rb.read(data_ptr, count * sizeof(T));
+            rb.readStrict(data_ptr, count * sizeof(T));
     }
 
     /// ALWAYS_INLINE is required to have better code layout for uniqUpTo function
diff --git a/src/AggregateFunctions/QuantileExact.h b/src/AggregateFunctions/QuantileExact.h
index eb1865d0355..bec7bd4c6c3 100644
--- a/src/AggregateFunctions/QuantileExact.h
+++ b/src/AggregateFunctions/QuantileExact.h
@@ -55,7 +55,7 @@ struct QuantileExactBase
         size_t size = 0;
         readVarUInt(size, buf);
         array.resize(size);
-        buf.read(reinterpret_cast<char *>(array.data()), size * sizeof(array[0]));
+        buf.readStrict(reinterpret_cast<char *>(array.data()), size * sizeof(array[0]));
     }
 
     Value get(Float64 level)
diff --git a/src/AggregateFunctions/QuantileTDigest.h b/src/AggregateFunctions/QuantileTDigest.h
index 5e9261919bd..109a98815ae 100644
--- a/src/AggregateFunctions/QuantileTDigest.h
+++ b/src/AggregateFunctions/QuantileTDigest.h
@@ -316,7 +316,7 @@ public:
 
         centroids.resize(size);
         // From now, TDigest will be in invalid state if exception is thrown.
-        buf.read(reinterpret_cast<char *>(centroids.data()), size * sizeof(centroids[0]));
+        buf.readStrict(reinterpret_cast<char *>(centroids.data()), size * sizeof(centroids[0]));
 
         for (const auto & c : centroids)
         {
diff --git a/src/AggregateFunctions/StatCommon.h b/src/AggregateFunctions/StatCommon.h
index ff824ca11b8..407c1a1cd67 100644
--- a/src/AggregateFunctions/StatCommon.h
+++ b/src/AggregateFunctions/StatCommon.h
@@ -112,8 +112,8 @@ struct StatisticalSample
         readVarUInt(size_y, buf);
         x.resize(size_x, arena);
         y.resize(size_y, arena);
-        buf.read(reinterpret_cast<char *>(x.data()), size_x * sizeof(x[0]));
-        buf.read(reinterpret_cast<char *>(y.data()), size_y * sizeof(y[0]));
+        buf.readStrict(reinterpret_cast<char *>(x.data()), size_x * sizeof(x[0]));
+        buf.readStrict(reinterpret_cast<char *>(y.data()), size_y * sizeof(y[0]));
     }
 };
 
diff --git a/tests/queries/0_stateless/02477_invalid_reads.reference b/tests/queries/0_stateless/02477_invalid_reads.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/02477_invalid_reads.sql b/tests/queries/0_stateless/02477_invalid_reads.sql
new file mode 100644
index 00000000000..1e488ee5627
--- /dev/null
+++ b/tests/queries/0_stateless/02477_invalid_reads.sql
@@ -0,0 +1,47 @@
+-- MIN, MAX AND FAMILY should check for errors in its input
+SELECT finalizeAggregation(CAST(unhex('0F00000030'), 'AggregateFunction(min, String)')); -- { serverError 33 }
+SELECT finalizeAggregation(CAST(unhex('FFFF000030'), 'AggregateFunction(min, String)')); -- { serverError 33 }
+
+-- aggThrow should check for errors in its input
+SELECT finalizeAggregation(CAST('', 'AggregateFunction(aggThrow(0.), UInt8)')); -- { serverError 32 }
+
+-- categoricalInformationValue should check for errors in its input
+SELECT finalizeAggregation(CAST(unhex('01000000000000000100000000000000'),
+                                'AggregateFunction(categoricalInformationValue, UInt8, UInt8)')); -- { serverError 33 }
+SELECT finalizeAggregation(CAST(unhex('0101000000000000000100000000000000020000000000000001000000000000'),
+    'AggregateFunction(categoricalInformationValue, Nullable(UInt8), UInt8)')); -- { serverError 33 }
+
+-- groupArray should check for errors in its input
+SELECT finalizeAggregation(CAST(unhex('5FF3001310132'), 'AggregateFunction(groupArray, String)'));  -- { serverError 33 }
+SELECT finalizeAggregation(CAST(unhex('FF000000000000000001000000000000000200000000000000'), 'AggregateFunction(groupArray, UInt64)')); -- { serverError 33 }
+
+-- Same for groupArrayMovingXXXX
+SELECT finalizeAggregation(CAST(unhex('0FF00000000000000001000000000000000300000000000000'), 'AggregateFunction(groupArrayMovingSum, UInt64)')); -- { serverError 33 }
+SELECT finalizeAggregation(CAST(unhex('0FF00000000000000001000000000000000300000000000000'), 'AggregateFunction(groupArrayMovingAvg, UInt64)')); -- { serverError 33 }
+
+-- Histogram
+SELECT finalizeAggregation(CAST(unhex('00000000000024C000000000000018C00500000000000024C0000000000000F03F00000000000022C0000000000000F03F00000000000020C0000000000000'),
+    'AggregateFunction(histogram(5), Int64)')); -- { serverError 33 }
+
+-- StatisticalSample
+SELECT finalizeAggregation(CAST(unhex('0F01000000000000244000000000000026400000000000002840000000000000244000000000000026400000000000002840000000000000F03F'),
+                                'AggregateFunction(mannWhitneyUTest, Float64, UInt8)')); -- { serverError 33 }
+
+-- maxIntersections
+SELECT finalizeAggregation(CAST(unhex('0F010000000000000001000000000000000300000000000000FFFFFFFFFFFFFFFF03340B9B047F000001000000000000000500000065000000FFFFFFFFFFFFFFFF'),
+                                'AggregateFunction(maxIntersections, UInt8, UInt8)')); -- { serverError 33 }
+
+-- sequenceNextNode (This was fine because it would fail in the next readBinary call, but better to add a test)
+SELECT finalizeAggregation(CAST(unhex('FFFFFFF014181056F38010000000000000001FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF'),
+                                'AggregateFunction(sequenceNextNode(''forward'', ''head''), DateTime, Nullable(String), UInt8, Nullable(UInt8))'))
+    SETTINGS allow_experimental_funnel_functions=1; -- { serverError 33 }
+
+-- uniqUpTo
+SELECT finalizeAggregation(CAST(unhex('04128345AA2BC97190'),
+                                'AggregateFunction(uniqUpTo(10), String)')); -- { serverError 33 }
+
+-- quantiles
+SELECT finalizeAggregation(CAST(unhex('0F0000000000000000'),
+                                'AggregateFunction(quantileExact, UInt64)')); -- { serverError 33 }
+SELECT finalizeAggregation(CAST(unhex('0F000000000000803F'),
+                                'AggregateFunction(quantileTDigest, UInt64)')); -- { serverError 33 }

From 4ce261dfd77da5ca5fbd249c9aa961ddba7e4143 Mon Sep 17 00:00:00 2001
From: Maksim Kita <kitaetoya@gmail.com>
Date: Thu, 10 Nov 2022 19:17:10 +0100
Subject: [PATCH 122/211] Analyzer improve JOIN with constants

---
 src/Planner/PlannerJoinTree.cpp               |  6 ++-
 src/Planner/PlannerJoins.cpp                  | 40 +++++++++++++++++--
 ...479_analyzer_join_with_constants.reference | 15 +++++++
 .../02479_analyzer_join_with_constants.sql    | 27 +++++++++++++
 4 files changed, 84 insertions(+), 4 deletions(-)
 create mode 100644 tests/queries/0_stateless/02479_analyzer_join_with_constants.reference
 create mode 100644 tests/queries/0_stateless/02479_analyzer_join_with_constants.sql

diff --git a/src/Planner/PlannerJoinTree.cpp b/src/Planner/PlannerJoinTree.cpp
index 205c6c5e740..2dc6e7fa678 100644
--- a/src/Planner/PlannerJoinTree.cpp
+++ b/src/Planner/PlannerJoinTree.cpp
@@ -227,7 +227,11 @@ QueryPlan buildQueryPlanForJoinNode(QueryTreeNodePtr join_tree_node,
     JoinClausesAndActions join_clauses_and_actions;
     JoinKind join_kind = join_node.getKind();
 
-    auto join_constant = tryExtractConstantFromJoinNode(join_tree_node);
+    std::optional<bool> join_constant;
+
+    if (join_node.getStrictness() == JoinStrictness::All)
+        join_constant = tryExtractConstantFromJoinNode(join_tree_node);
+
     if (join_constant)
     {
         /** If there is JOIN with always true constant, we transform it to cross.
diff --git a/src/Planner/PlannerJoins.cpp b/src/Planner/PlannerJoins.cpp
index f62517eaaad..53b9cfc5d99 100644
--- a/src/Planner/PlannerJoins.cpp
+++ b/src/Planner/PlannerJoins.cpp
@@ -20,6 +20,7 @@
 #include <Functions/FunctionsConversion.h>
 #include <Functions/CastOverloadResolver.h>
 
+#include <Analyzer/FunctionNode.h>
 #include <Analyzer/TableNode.h>
 #include <Analyzer/TableFunctionNode.h>
 #include <Analyzer/JoinNode.h>
@@ -76,6 +77,23 @@ void JoinClause::dump(WriteBuffer & buffer) const
 
     if (!right_filter_condition_nodes.empty())
         buffer << " right_condition_nodes: " + dump_dag_nodes(right_filter_condition_nodes);
+
+    if (!asof_conditions.empty())
+    {
+        buffer << " asof_conditions: ";
+        size_t asof_conditions_size = asof_conditions.size();
+
+        for (size_t i = 0; i < asof_conditions_size; ++i)
+        {
+            const auto & asof_condition = asof_conditions[i];
+
+            buffer << "key_index: " << asof_condition.key_index;
+            buffer << "inequality: " << toString(asof_condition.asof_inequality);
+
+            if (i + 1 != asof_conditions_size)
+                buffer << ',';
+        }
+    }
 }
 
 String JoinClause::dump() const
@@ -249,9 +267,7 @@ void buildJoinClause(ActionsDAGPtr join_expression_dag,
         join_node);
 
     if (!expression_side_optional)
-        throw Exception(ErrorCodes::INVALID_JOIN_ON_EXPRESSION,
-                "JOIN {} with constants is not supported",
-                join_node.formatASTForErrorMessage());
+        expression_side_optional = JoinTableSide::Right;
 
     auto expression_side = *expression_side_optional;
     join_clause.addCondition(expression_side, join_expressions_actions_node);
@@ -277,6 +293,22 @@ JoinClausesAndActions buildJoinClausesAndActions(const ColumnsWithTypeAndName &
     for (const auto & node : join_expression_actions_nodes)
         join_expression_dag_input_nodes.insert(&node);
 
+    auto * function_node = join_node.getJoinExpression()->as<FunctionNode>();
+    if (!function_node)
+        throw Exception(ErrorCodes::INVALID_JOIN_ON_EXPRESSION,
+            "JOIN {} join expression expected function",
+            join_node.formatASTForErrorMessage());
+
+    /** It is possible to have constant value in JOIN ON section, that we need to ignore during DAG construction.
+      * If we do not ignore it, this function will be replaced by underlying constant.
+      * For example ASOF JOIN does not support JOIN with constants, and we should process it like ordinary JOIN.
+      *
+      * Example: SELECT * FROM (SELECT 1 AS id, 1 AS value) AS t1 ASOF LEFT JOIN (SELECT 1 AS id, 1 AS value) AS t2
+      * ON (t1.id = t2.id) AND 1 != 1 AND (t1.value >= t1.value);
+      */
+    auto constant_value = function_node->getConstantValueOrNull();
+    function_node->performConstantFolding({});
+
     PlannerActionsVisitor join_expression_visitor(planner_context);
     auto join_expression_dag_node_raw_pointers = join_expression_visitor.visit(join_expression_actions, join_node.getJoinExpression());
     if (join_expression_dag_node_raw_pointers.size() != 1)
@@ -284,6 +316,8 @@ JoinClausesAndActions buildJoinClausesAndActions(const ColumnsWithTypeAndName &
             "JOIN {} ON clause contains multiple expressions",
             join_node.formatASTForErrorMessage());
 
+    function_node->performConstantFolding(std::move(constant_value));
+
     const auto * join_expressions_actions_root_node = join_expression_dag_node_raw_pointers[0];
     if (!join_expressions_actions_root_node->function)
         throw Exception(ErrorCodes::INVALID_JOIN_ON_EXPRESSION,
diff --git a/tests/queries/0_stateless/02479_analyzer_join_with_constants.reference b/tests/queries/0_stateless/02479_analyzer_join_with_constants.reference
new file mode 100644
index 00000000000..2a428d5d927
--- /dev/null
+++ b/tests/queries/0_stateless/02479_analyzer_join_with_constants.reference
@@ -0,0 +1,15 @@
+1	1
+--
+--
+--
+1	2
+--
+1	1	1	1
+--
+1	1	0	0
+--
+0
+0
+0
+0
+0
diff --git a/tests/queries/0_stateless/02479_analyzer_join_with_constants.sql b/tests/queries/0_stateless/02479_analyzer_join_with_constants.sql
new file mode 100644
index 00000000000..0cc3ff3ab00
--- /dev/null
+++ b/tests/queries/0_stateless/02479_analyzer_join_with_constants.sql
@@ -0,0 +1,27 @@
+SET allow_experimental_analyzer = 1;
+
+SELECT * FROM (SELECT 1 AS id) AS t1 INNER JOIN (SELECT 1 AS id) AS t2 ON t1.id = t2.id AND 1;
+
+SELECT '--';
+
+SELECT * FROM (SELECT 1 AS id) AS t1 INNER JOIN (SELECT 2 AS id) AS t2 ON t1.id = t2.id AND 1;
+
+SELECT '--';
+
+SELECT * FROM (SELECT 1 AS id) AS t1 INNER JOIN (SELECT 1 AS id) AS t2 ON t1.id = t2.id AND 0;
+
+SELECT '--';
+
+SELECT * FROM (SELECT 1 AS id) AS t1 INNER JOIN (SELECT 2 AS id) AS t2 ON t1.id = t2.id OR 1;
+
+SELECT '--';
+
+SELECT * FROM (SELECT 1 AS id, 1 AS value) AS t1 ASOF LEFT JOIN (SELECT 1 AS id, 1 AS value) AS t2 ON (t1.id = t2.id) AND 1 == 1 AND (t1.value >= t2.value);
+
+SELECT '--';
+
+SELECT * FROM (SELECT 1 AS id, 1 AS value) AS t1 ASOF LEFT JOIN (SELECT 1 AS id, 1 AS value) AS t2 ON (t1.id = t2.id) AND 1 != 1 AND (t1.value >= t2.value);
+
+SELECT '--';
+
+SELECT b.dt FROM (SELECT NULL > NULL AS pk, 1 AS dt FROM numbers(5)) AS a ASOF LEFT JOIN (SELECT NULL AS pk, 1 AS dt) AS b ON (a.pk = b.pk) AND 1 != 1 AND (a.dt >= b.dt);

From a7f0a2255fed546d15302e3f06f81ade83ce892b Mon Sep 17 00:00:00 2001
From: Maksim Kita <kitaetoya@gmail.com>
Date: Thu, 10 Nov 2022 12:50:56 +0100
Subject: [PATCH 123/211] Analyzer aggregation crash fix

---
 .../Passes/NormalizeCountVariantsPass.cpp     | 19 ++++++++++++++-----
 ...02479_analyzer_aggregation_crash.reference |  2 ++
 .../02479_analyzer_aggregation_crash.sql      | 13 +++++++++++++
 3 files changed, 29 insertions(+), 5 deletions(-)
 create mode 100644 tests/queries/0_stateless/02479_analyzer_aggregation_crash.reference
 create mode 100644 tests/queries/0_stateless/02479_analyzer_aggregation_crash.sql

diff --git a/src/Analyzer/Passes/NormalizeCountVariantsPass.cpp b/src/Analyzer/Passes/NormalizeCountVariantsPass.cpp
index 8c92ecc3900..b91fc94e6cd 100644
--- a/src/Analyzer/Passes/NormalizeCountVariantsPass.cpp
+++ b/src/Analyzer/Passes/NormalizeCountVariantsPass.cpp
@@ -33,18 +33,27 @@ public:
 
         if (function_node->getFunctionName() == "count" && !first_argument_constant_literal.isNull())
         {
+            resolveAsCountAggregateFunction(*function_node);
             function_node->getArguments().getNodes().clear();
         }
-        else if (function_node->getFunctionName() == "sum" && first_argument_constant_literal.getType() == Field::Types::UInt64 &&
+        else if (function_node->getFunctionName() == "sum" &&
+            first_argument_constant_literal.getType() == Field::Types::UInt64 &&
             first_argument_constant_literal.get<UInt64>() == 1)
         {
-            auto result_type = function_node->getResultType();
-            AggregateFunctionProperties properties;
-            auto aggregate_function = AggregateFunctionFactory::instance().get("count", {}, {}, properties);
-            function_node->resolveAsAggregateFunction(std::move(aggregate_function), std::move(result_type));
+            resolveAsCountAggregateFunction(*function_node);
             function_node->getArguments().getNodes().clear();
         }
     }
+private:
+    static inline void resolveAsCountAggregateFunction(FunctionNode & function_node)
+    {
+        auto function_result_type = function_node.getResultType();
+
+        AggregateFunctionProperties properties;
+        auto aggregate_function = AggregateFunctionFactory::instance().get("count", {}, {}, properties);
+
+        function_node.resolveAsAggregateFunction(std::move(aggregate_function), std::move(function_result_type));
+    }
 };
 
 }
diff --git a/tests/queries/0_stateless/02479_analyzer_aggregation_crash.reference b/tests/queries/0_stateless/02479_analyzer_aggregation_crash.reference
new file mode 100644
index 00000000000..73d811f75f3
--- /dev/null
+++ b/tests/queries/0_stateless/02479_analyzer_aggregation_crash.reference
@@ -0,0 +1,2 @@
+10	123456789
+10	123456789
diff --git a/tests/queries/0_stateless/02479_analyzer_aggregation_crash.sql b/tests/queries/0_stateless/02479_analyzer_aggregation_crash.sql
new file mode 100644
index 00000000000..c931a3ab634
--- /dev/null
+++ b/tests/queries/0_stateless/02479_analyzer_aggregation_crash.sql
@@ -0,0 +1,13 @@
+SET allow_experimental_analyzer = 1;
+SET compile_aggregate_expressions = 1;
+SET min_count_to_compile_aggregate_expression = 0;
+
+DROP TABLE IF EXISTS lc_00906__fuzz_46;
+CREATE TABLE lc_00906__fuzz_46 (`b` Int64) ENGINE = MergeTree ORDER BY b;
+INSERT INTO lc_00906__fuzz_46 SELECT '0123456789' FROM numbers(10);
+
+SELECT count(3.4028234663852886e38), b FROM lc_00906__fuzz_46 GROUP BY b;
+
+SELECT count(1), b FROM lc_00906__fuzz_46 GROUP BY b;
+
+DROP TABLE lc_00906__fuzz_46;

From 54db7c6520f72529f4624862ee8bdab719c64ed9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Fri, 11 Nov 2022 10:56:18 +0100
Subject: [PATCH 124/211] Enforce checking read output

---
 src/Common/ZooKeeper/ZooKeeperIO.cpp                     | 5 ++++-
 src/Common/ZooKeeper/ZooKeeperIO.h                       | 2 +-
 src/Compression/CompressedReadBuffer.h                   | 2 +-
 src/Compression/CompressedReadBufferFromFile.h           | 2 +-
 src/Coordination/KeeperStateManager.cpp                  | 2 +-
 src/Core/PostgreSQLProtocol.h                            | 2 +-
 src/DataTypes/Serializations/SerializationIP.cpp         | 4 ++--
 src/IO/MySQLPacketPayloadReadBuffer.cpp                  | 2 +-
 src/IO/ReadBuffer.h                                      | 9 +++------
 src/Interpreters/TraceCollector.cpp                      | 2 +-
 src/Storages/MergeTree/MergeTreeIndexAnnoy.cpp           | 2 +-
 src/Storages/MergeTree/MergeTreeIndexFullText.cpp        | 3 +--
 .../MergeTree/MergeTreeIndexGranuleBloomFilter.cpp       | 2 +-
 13 files changed, 19 insertions(+), 20 deletions(-)

diff --git a/src/Common/ZooKeeper/ZooKeeperIO.cpp b/src/Common/ZooKeeper/ZooKeeperIO.cpp
index c84a8624d78..3bfa5585d87 100644
--- a/src/Common/ZooKeeper/ZooKeeperIO.cpp
+++ b/src/Common/ZooKeeper/ZooKeeperIO.cpp
@@ -143,7 +143,10 @@ void read(std::string & s, ReadBuffer & in)
         throw Exception("Too large string size while reading from ZooKeeper", Error::ZMARSHALLINGERROR);
 
     s.resize(size);
-    in.read(s.data(), size);
+    size_t read_bytes = in.read(s.data(), size);
+    if (read_bytes != static_cast<size_t>(size))
+        throw Exception(
+            Error::ZMARSHALLINGERROR, "Buffer size read from Zookeeper is not big enough. Expected {}. Got {}", size, read_bytes);
 }
 
 void read(ACL & acl, ReadBuffer & in)
diff --git a/src/Common/ZooKeeper/ZooKeeperIO.h b/src/Common/ZooKeeper/ZooKeeperIO.h
index ec77b46f3d9..2c5fdd5d8a3 100644
--- a/src/Common/ZooKeeper/ZooKeeperIO.h
+++ b/src/Common/ZooKeeper/ZooKeeperIO.h
@@ -67,7 +67,7 @@ void read(std::array<char, N> & s, ReadBuffer & in)
     read(size, in);
     if (size != N)
         throw Exception("Unexpected array size while reading from ZooKeeper", Error::ZMARSHALLINGERROR);
-    in.read(s.data(), N);
+    in.readStrict(s.data(), N);
 }
 
 template <typename T>
diff --git a/src/Compression/CompressedReadBuffer.h b/src/Compression/CompressedReadBuffer.h
index 4148f4fe4d4..1d338303c84 100644
--- a/src/Compression/CompressedReadBuffer.h
+++ b/src/Compression/CompressedReadBuffer.h
@@ -21,7 +21,7 @@ public:
     {
     }
 
-    size_t readBig(char * to, size_t n) override;
+    [[nodiscard]] size_t readBig(char * to, size_t n) override;
 
     /// The compressed size of the current block.
     size_t getSizeCompressed() const
diff --git a/src/Compression/CompressedReadBufferFromFile.h b/src/Compression/CompressedReadBufferFromFile.h
index 719959b96f4..d307503fb99 100644
--- a/src/Compression/CompressedReadBufferFromFile.h
+++ b/src/Compression/CompressedReadBufferFromFile.h
@@ -53,7 +53,7 @@ public:
     /// we store this offset inside nextimpl_working_buffer_offset.
     void seek(size_t offset_in_compressed_file, size_t offset_in_decompressed_block) override;
 
-    size_t readBig(char * to, size_t n) override;
+    [[nodiscard]] size_t readBig(char * to, size_t n) override;
 
     void setProfileCallback(const ReadBufferFromFileBase::ProfileCallback & profile_callback_, clockid_t clock_type_ = CLOCK_MONOTONIC_COARSE)
     {
diff --git a/src/Coordination/KeeperStateManager.cpp b/src/Coordination/KeeperStateManager.cpp
index 9b6aab5533e..9a3b423d4ac 100644
--- a/src/Coordination/KeeperStateManager.cpp
+++ b/src/Coordination/KeeperStateManager.cpp
@@ -349,7 +349,7 @@ nuraft::ptr<nuraft::srv_state> KeeperStateManager::read_state()
             auto buffer_size = content_size - sizeof read_checksum - sizeof version;
 
             auto state_buf = nuraft::buffer::alloc(buffer_size);
-            read_buf.read(reinterpret_cast<char *>(state_buf->data_begin()), buffer_size);
+            read_buf.readStrict(reinterpret_cast<char *>(state_buf->data_begin()), buffer_size);
 
             SipHash hash;
             hash.update(version);
diff --git a/src/Core/PostgreSQLProtocol.h b/src/Core/PostgreSQLProtocol.h
index 994494fc92f..a20151ec167 100644
--- a/src/Core/PostgreSQLProtocol.h
+++ b/src/Core/PostgreSQLProtocol.h
@@ -175,7 +175,7 @@ public:
     FrontMessageType receiveMessageType()
     {
         char type = 0;
-        in->read(type);
+        in->readStrict(type);
         return static_cast<FrontMessageType>(type);
     }
 
diff --git a/src/DataTypes/Serializations/SerializationIP.cpp b/src/DataTypes/Serializations/SerializationIP.cpp
index ed0e9d54415..2aea08f9b62 100644
--- a/src/DataTypes/Serializations/SerializationIP.cpp
+++ b/src/DataTypes/Serializations/SerializationIP.cpp
@@ -47,7 +47,7 @@ void SerializationIPv4::deserializeText(IColumn & column, ReadBuffer & istr, con
     }
 
     char buffer[IPV4_MAX_TEXT_LENGTH + 1] = {'\0'};
-    istr.read(buffer, sizeof(buffer) - 1);
+    istr.readStrict(buffer, sizeof(buffer) - 1);
     UInt32 ipv4_value = 0;
 
     bool parse_result = parseIPv4(buffer, reinterpret_cast<unsigned char *>(&ipv4_value));
@@ -90,7 +90,7 @@ void SerializationIPv6::deserializeText(IColumn & column, ReadBuffer & istr, con
     }
 
     char buffer[IPV6_MAX_TEXT_LENGTH + 1] = {'\0'};
-    istr.read(buffer, sizeof(buffer) - 1);
+    [[maybe_unused]] size_t read_bytes = istr.read(buffer, sizeof(buffer) - 1);
 
     std::string ipv6_value(IPV6_BINARY_LENGTH, '\0');
 
diff --git a/src/IO/MySQLPacketPayloadReadBuffer.cpp b/src/IO/MySQLPacketPayloadReadBuffer.cpp
index 9ca7845b2ae..ab58624d0fa 100644
--- a/src/IO/MySQLPacketPayloadReadBuffer.cpp
+++ b/src/IO/MySQLPacketPayloadReadBuffer.cpp
@@ -30,7 +30,7 @@ bool MySQLPacketPayloadReadBuffer::nextImpl()
                 "Received packet with payload larger than max_packet_size: {}", payload_length);
 
         size_t packet_sequence_id = 0;
-        in.read(reinterpret_cast<char &>(packet_sequence_id));
+        in.readStrict(reinterpret_cast<char &>(packet_sequence_id));
         if (packet_sequence_id != sequence_id)
             throw Exception(ErrorCodes::UNKNOWN_PACKET_FROM_CLIENT,
                 "Received packet with wrong sequence-id: {}. Expected: {}.", packet_sequence_id, static_cast<unsigned int>(sequence_id));
diff --git a/src/IO/ReadBuffer.h b/src/IO/ReadBuffer.h
index 8d697710081..182eb0b7105 100644
--- a/src/IO/ReadBuffer.h
+++ b/src/IO/ReadBuffer.h
@@ -149,7 +149,7 @@ public:
     }
 
     /// Reads a single byte.
-    bool ALWAYS_INLINE read(char & c)
+    [[nodiscard]] bool ALWAYS_INLINE read(char & c)
     {
         if (peek(c))
         {
@@ -168,7 +168,7 @@ public:
     }
 
     /** Reads as many as there are, no more than n bytes. */
-    size_t read(char * to, size_t n)
+    [[nodiscard]] size_t read(char * to, size_t n)
     {
         size_t bytes_copied = 0;
 
@@ -197,10 +197,7 @@ public:
       * By default - the same as read.
       * Don't use for small reads.
       */
-    virtual size_t readBig(char * to, size_t n)
-    {
-        return read(to, n);
-    }
+    [[nodiscard]] virtual size_t readBig(char * to, size_t n) { return read(to, n); }
 
     /** Do something to allow faster subsequent call to 'nextImpl' if possible.
       * It's used for asynchronous readers with double-buffering.
diff --git a/src/Interpreters/TraceCollector.cpp b/src/Interpreters/TraceCollector.cpp
index d277763a141..41a7fcf8389 100644
--- a/src/Interpreters/TraceCollector.cpp
+++ b/src/Interpreters/TraceCollector.cpp
@@ -72,7 +72,7 @@ void TraceCollector::run()
         UInt8 query_id_size = 0;
         readBinary(query_id_size, in);
         query_id.resize(query_id_size);
-        in.read(query_id.data(), query_id_size);
+        in.readStrict(query_id.data(), query_id_size);
 
         UInt8 trace_size = 0;
         readIntBinary(trace_size, in);
diff --git a/src/Storages/MergeTree/MergeTreeIndexAnnoy.cpp b/src/Storages/MergeTree/MergeTreeIndexAnnoy.cpp
index 052834358bb..743bb504dbd 100644
--- a/src/Storages/MergeTree/MergeTreeIndexAnnoy.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexAnnoy.cpp
@@ -44,7 +44,7 @@ void AnnoyIndex<Dist>::deserialize(ReadBuffer& istr)
     readIntBinary(Base::_seed, istr);
     readVectorBinary(Base::_roots, istr);
     Base::_nodes = realloc(Base::_nodes, Base::_s * Base::_n_nodes);
-    istr.read(reinterpret_cast<char*>(Base::_nodes), Base::_s * Base::_n_nodes);
+    istr.readStrict(reinterpret_cast<char *>(Base::_nodes), Base::_s * Base::_n_nodes);
 
     Base::_fd = 0;
     // set flags
diff --git a/src/Storages/MergeTree/MergeTreeIndexFullText.cpp b/src/Storages/MergeTree/MergeTreeIndexFullText.cpp
index b96d40f5759..03335d9ca98 100644
--- a/src/Storages/MergeTree/MergeTreeIndexFullText.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexFullText.cpp
@@ -59,8 +59,7 @@ void MergeTreeIndexGranuleFullText::deserializeBinary(ReadBuffer & istr, MergeTr
 
     for (auto & bloom_filter : bloom_filters)
     {
-        istr.read(reinterpret_cast<char *>(
-                bloom_filter.getFilter().data()), params.filter_size);
+        istr.readStrict(reinterpret_cast<char *>(bloom_filter.getFilter().data()), params.filter_size);
     }
     has_elems = true;
 }
diff --git a/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.cpp b/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.cpp
index 7efaf0866db..deed9b3f071 100644
--- a/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.cpp
@@ -96,7 +96,7 @@ void MergeTreeIndexGranuleBloomFilter::deserializeBinary(ReadBuffer & istr, Merg
         static size_t atom_size = 8;
         size_t bytes_size = (bits_per_row * total_rows + atom_size - 1) / atom_size;
         filter = std::make_shared<BloomFilter>(bytes_size, hash_functions, 0);
-        istr.read(reinterpret_cast<char *>(filter->getFilter().data()), bytes_size);
+        istr.readStrict(reinterpret_cast<char *>(filter->getFilter().data()), bytes_size);
     }
 }
 

From d4a0b76abf9e7b1e2ff74e9e563e4ea1b6a5b6ee Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Fri, 11 Nov 2022 12:08:43 +0100
Subject: [PATCH 125/211] Fix compilation

---
 src/IO/tests/gtest_file_encryption.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/IO/tests/gtest_file_encryption.cpp b/src/IO/tests/gtest_file_encryption.cpp
index 5353faa6086..6a090ff0810 100644
--- a/src/IO/tests/gtest_file_encryption.cpp
+++ b/src/IO/tests/gtest_file_encryption.cpp
@@ -251,7 +251,7 @@ TEST(FileEncryptionPositionUpdateTest, Decryption)
     rb.seek(0, SEEK_SET);
     ASSERT_EQ(rb.getPosition(), 0);
     res.resize(5);
-    rb.read(res.data(), res.size());
+    ASSERT_EQ(rb.read(res.data(), res.size()), 5);
     ASSERT_EQ(res, data.substr(0, 5));
     res.clear();
 

From 547cd7142397cd727a3289e1d47bfae298cea3bf Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Fri, 11 Nov 2022 12:47:14 +0100
Subject: [PATCH 126/211] Address some sanitizer issues

---
 src/AggregateFunctions/AggregateFunctionNull.h         |  4 +++-
 .../AggregateFunctionSequenceNextNode.h                | 10 ++++++++++
 tests/queries/0_stateless/02477_invalid_reads.sql      | 10 ++++++++++
 3 files changed, 23 insertions(+), 1 deletion(-)

diff --git a/src/AggregateFunctions/AggregateFunctionNull.h b/src/AggregateFunctions/AggregateFunctionNull.h
index deed06b8bf2..ebc91ea5100 100644
--- a/src/AggregateFunctions/AggregateFunctionNull.h
+++ b/src/AggregateFunctions/AggregateFunctionNull.h
@@ -153,7 +153,9 @@ public:
 
     void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, std::optional<size_t> version, Arena * arena) const override
     {
-        bool flag = true;
+        /// When deserializing a bool it might trigger UBSAN if the input is not 0 or 1, so it's better to use a Int8
+        static_assert(sizeof(bool) == sizeof(Int8));
+        Int8 flag = true;
         if constexpr (serialize_flag)
             readBinary(flag, buf);
         if (flag)
diff --git a/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h b/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h
index 87ccd0d8a19..90caaee4d94 100644
--- a/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h
+++ b/src/AggregateFunctions/AggregateFunctionSequenceNextNode.h
@@ -29,6 +29,11 @@ namespace DB
 {
 struct Settings;
 
+namespace ErrorCodes
+{
+    extern const int TOO_LARGE_ARRAY_SIZE;
+}
+
 enum class SequenceDirection
 {
     Forward,
@@ -43,6 +48,9 @@ enum SequenceBase
     LastMatch,
 };
 
+/// This is for security
+static const UInt64 max_node_size_deserialize = 0xFFFFFF;
+
 /// NodeBase used to implement a linked list for storage of SequenceNextNodeImpl
 template <typename Node, size_t MaxEventsSize>
 struct NodeBase
@@ -78,6 +86,8 @@ struct NodeBase
     {
         UInt64 size;
         readVarUInt(size, buf);
+        if unlikely (size > max_node_size_deserialize)
+            throw Exception("Too large node state size", ErrorCodes::TOO_LARGE_ARRAY_SIZE);
 
         Node * node = reinterpret_cast<Node *>(arena->alignedAlloc(sizeof(Node) + size, alignof(Node)));
         node->size = size;
diff --git a/tests/queries/0_stateless/02477_invalid_reads.sql b/tests/queries/0_stateless/02477_invalid_reads.sql
index 1e488ee5627..37fa8ab098e 100644
--- a/tests/queries/0_stateless/02477_invalid_reads.sql
+++ b/tests/queries/0_stateless/02477_invalid_reads.sql
@@ -36,6 +36,16 @@ SELECT finalizeAggregation(CAST(unhex('FFFFFFF014181056F38010000000000000001FFFF
                                 'AggregateFunction(sequenceNextNode(''forward'', ''head''), DateTime, Nullable(String), UInt8, Nullable(UInt8))'))
     SETTINGS allow_experimental_funnel_functions=1; -- { serverError 33 }
 
+-- Fuzzer (ALL)
+SELECT finalizeAggregation(CAST(unhex('FFFFFFF014181056F38010000000000000001FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF014181056F38010000000000000001FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF'),
+                                'AggregateFunction(sequenceNextNode(\'forward\', \'head\'), DateTime, Nullable(String), UInt8, Nullable(UInt8))'))
+    SETTINGS allow_experimental_funnel_functions = 1; -- { serverError 128 }
+
+-- Fuzzer 2 (UBSAN)
+SELECT finalizeAggregation(CAST(unhex('FFFFFFF014181056F38010000000000000001FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFF'),
+                                'AggregateFunction(sequenceNextNode(\'forward\', \'head\'), DateTime, Nullable(String), UInt8, Nullable(UInt8))'))
+    SETTINGS allow_experimental_funnel_functions = 1; -- { serverError 33 }
+
 -- uniqUpTo
 SELECT finalizeAggregation(CAST(unhex('04128345AA2BC97190'),
                                 'AggregateFunction(uniqUpTo(10), String)')); -- { serverError 33 }

From 0c30325aa44cd612d989dd185357943c6ccdec96 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Fri, 11 Nov 2022 12:58:19 +0100
Subject: [PATCH 127/211] Went too far

---
 src/DataTypes/Serializations/SerializationIP.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/DataTypes/Serializations/SerializationIP.cpp b/src/DataTypes/Serializations/SerializationIP.cpp
index 2aea08f9b62..c89c2d7c8ac 100644
--- a/src/DataTypes/Serializations/SerializationIP.cpp
+++ b/src/DataTypes/Serializations/SerializationIP.cpp
@@ -47,7 +47,7 @@ void SerializationIPv4::deserializeText(IColumn & column, ReadBuffer & istr, con
     }
 
     char buffer[IPV4_MAX_TEXT_LENGTH + 1] = {'\0'};
-    istr.readStrict(buffer, sizeof(buffer) - 1);
+    [[maybe_unused]] size_t read_bytes = istr.read(buffer, sizeof(buffer) - 1);
     UInt32 ipv4_value = 0;
 
     bool parse_result = parseIPv4(buffer, reinterpret_cast<unsigned char *>(&ipv4_value));

From 444ab24792ff9ad328d166b3d2f40270e591d478 Mon Sep 17 00:00:00 2001
From: Amos Bird <amosbird@gmail.com>
Date: Fri, 11 Nov 2022 20:12:14 +0800
Subject: [PATCH 128/211] Fix gtest

---
 src/Interpreters/tests/gtest_merge_tree_set_index.cpp | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/src/Interpreters/tests/gtest_merge_tree_set_index.cpp b/src/Interpreters/tests/gtest_merge_tree_set_index.cpp
index 4bdbc9c9fc5..bae29fb4f26 100644
--- a/src/Interpreters/tests/gtest_merge_tree_set_index.cpp
+++ b/src/Interpreters/tests/gtest_merge_tree_set_index.cpp
@@ -82,11 +82,11 @@ TEST(MergeTreeSetIndex, checkInRangeTuple)
     std::vector<Range> ranges = {Range(1), Range("a", true, "c", true)};
     ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, true) << "Range(1), Range('a', true, 'c', true)";
 
-    ranges = {Range(1, false, 3, false), Range()};
-    ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, false) << "Range(1, false, 3, false), Range()";
+    ranges = {Range(1, false, 3, false), Range::createWholeUniverseWithoutNull()};
+    ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, false) << "Range(1, false, 3, false), Range::createWholeUniverseWithoutNull()";
 
-    ranges = {Range(2, false, 5, false), Range()};
-    ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, true) << "Range(2, false, 5, false), Range()";
+    ranges = {Range(2, false, 5, false), Range::createWholeUniverseWithoutNull()};
+    ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, true) << "Range(2, false, 5, false), Range::createWholeUniverseWithoutNull()";
 
     ranges = {Range(3), Range::createLeftBounded("a", true)};
     ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, true) << "Range(3), Range::createLeftBounded('a', true)";
@@ -106,7 +106,7 @@ TEST(MergeTreeSetIndex, checkInRangeTuple)
     ranges = {Range(1), Range("c")};
     ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, false) << "Range(1), Range('c')";
 
-    ranges = {Range(2, true, 3, true), Range()};
+    ranges = {Range(2, true, 3, true), Range::createWholeUniverseWithoutNull()};
     ASSERT_EQ(set->checkInRange(ranges, types).can_be_true, true) << "Range(2, true, 3, true), Range('x', true, 'z', true)";
 
     ranges = {Range(2), Range("a", true, "z", true)};

From e064fb38cc65a115baa140b1f5e7c87aacfeee7b Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Fri, 11 Nov 2022 12:34:23 +0000
Subject: [PATCH 129/211] edits to github repo analysis

---
 .../example-datasets/github.md                | 327 ++++++++++--------
 .../images/superset-authors-matrix.png        | Bin 0 -> 323772 bytes
 .../images/superset-authors-matrix_v3.png     | Bin 0 -> 324610 bytes
 3 files changed, 176 insertions(+), 151 deletions(-)
 create mode 100644 docs/en/getting-started/example-datasets/images/superset-authors-matrix.png
 create mode 100644 docs/en/getting-started/example-datasets/images/superset-authors-matrix_v3.png

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index fbc65d36ba9..fdc0212bfe5 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -10,8 +10,8 @@ This dataset contains all of the commits and changes for the ClickHouse reposito
 
 The generated data provides a `tsv` file for each of the following tables:
 
-- `commits` - commits with statistics;
-- `file_changes` - files changed in every commit with the info about the change and statistics;
+- `commits` - commits with statistics.
+- `file_changes` - files changed in every commit with the info about the change and statistics.
 - `line_changes` - every changed line in every changed file in every commit with full info about the line and the information about the previous change of this line.
 
 As of November 8th, 2022, each TSV is approximately the following size and number of rows:
@@ -48,7 +48,6 @@ As of November 8th, 2022, each TSV is approximately the following size and numbe
   - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
   - [Files sorted by average code age](#files-sorted-by-average-code-age)
   - [Who tends to write more tests / CPP code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
-  - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
   - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
   - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
   - [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
@@ -65,7 +64,7 @@ cd ClickHouse
 clickhouse git-import --skip-paths 'generated\.cpp|^(contrib|docs?|website|libs/(libcityhash|liblz4|libdivide|libvectorclass|libdouble-conversion|libcpuid|libzstd|libfarmhash|libmetrohash|libpoco|libwidechar_width))/' --skip-commits-with-messages '^Merge branch '
 ```
 
-This will take around 3 minutes (as of November 8th 2022) to complete for the ClickHouse repository.
+This will take around 3 minutes (as of November 8th 2022 on a MacBook Pro 2021) to complete for the ClickHouse repository.
 
 A full list of available options can be obtained from the tools native help.
 
@@ -103,13 +102,13 @@ CREATE TABLE git.commits
 Generated files for the following repositories can be found below:
 
 - ClickHouse (Nov 8th 2022)
-    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/commits.tsv.xz - 2.5 MB
-    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/file_changes.tsv.xz - 4.5MB
-    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/line_changes.tsv.xz - 127.4 MB
+    - https://datasets-documentation.s3.amazonaws.com/github/commits/clickhouse/commits.tsv.xz - 2.5 MB
+    - https://datasets-documentation.s3.amazonaws.com/github/commits/clickhouse/file_changes.tsv.xz - 4.5MB
+    - https://datasets-documentation.s3.amazonaws.com/github/commits/clickhouse/line_changes.tsv.xz - 127.4 MB
 - Linux (Nov 8th 2022)
-    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/linux/commits.tsv.xz - 2.5 MB
-    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/linux/file_changes.tsv.xz - 4.5MB
-    - https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/linux/line_changes.tsv.xz - 127.4 MB
+    - https://datasets-documentation.s3.amazonaws.com/github/commits/linux/commits.tsv.xz - 44 MB
+    - https://datasets-documentation.s3.amazonaws.com/github/commits/linux/file_changes.tsv.xz - 467MB
+    - https://datasets-documentation.s3.amazonaws.com/github/commits/linux/line_changes.tsv.xz - 1.1G
 
 To insert this data, prepare the database by executing the following queries:
 
@@ -212,7 +211,7 @@ Insert the data using `INSERT INTO SELECT` and the [s3 function](https://clickho
 
 ```sql
 INSERT INTO git.commits SELECT *
-FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/commits.tsv.xz', 'TSV', 'hash String,author LowCardinality(String), time DateTime, message String, files_added UInt32, files_deleted UInt32, files_renamed UInt32, files_modified UInt32, lines_added UInt32, lines_deleted UInt32, hunks_added UInt32, hunks_removed UInt32, hunks_changed UInt32')
+FROM s3('https://datasets-documentation.s3.amazonaws.com/github/commits/clickhouse/commits.tsv.xz', 'TSV', 'hash String,author LowCardinality(String), time DateTime, message String, files_added UInt32, files_deleted UInt32, files_renamed UInt32, files_modified UInt32, lines_added UInt32, lines_deleted UInt32, hunks_added UInt32, hunks_removed UInt32, hunks_changed UInt32')
 
 0 rows in set. Elapsed: 1.826 sec. Processed 62.78 thousand rows, 8.50 MB (34.39 thousand rows/s., 4.66 MB/s.)
 ```
@@ -221,7 +220,7 @@ FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commit
 
 ```sql
 INSERT INTO git.file_changes SELECT *
-FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/file_changes.tsv.xz', 'TSV', 'change_type Enum(\'Add\' = 1, \'Delete\' = 2, \'Modify\' = 3, \'Rename\' = 4, \'Copy\' = 5, \'Type\' = 6), path LowCardinality(String), old_path LowCardinality(String), file_extension LowCardinality(String), lines_added UInt32, lines_deleted UInt32, hunks_added UInt32, hunks_removed UInt32, hunks_changed UInt32, commit_hash String, author LowCardinality(String), time DateTime, commit_message String, commit_files_added UInt32, commit_files_deleted UInt32, commit_files_renamed UInt32, commit_files_modified UInt32, commit_lines_added UInt32, commit_lines_deleted UInt32, commit_hunks_added UInt32, commit_hunks_removed UInt32, commit_hunks_changed UInt32')
+FROM s3('https://datasets-documentation.s3.amazonaws.com/github/commits/clickhouse/file_changes.tsv.xz', 'TSV', 'change_type Enum(\'Add\' = 1, \'Delete\' = 2, \'Modify\' = 3, \'Rename\' = 4, \'Copy\' = 5, \'Type\' = 6), path LowCardinality(String), old_path LowCardinality(String), file_extension LowCardinality(String), lines_added UInt32, lines_deleted UInt32, hunks_added UInt32, hunks_removed UInt32, hunks_changed UInt32, commit_hash String, author LowCardinality(String), time DateTime, commit_message String, commit_files_added UInt32, commit_files_deleted UInt32, commit_files_renamed UInt32, commit_files_modified UInt32, commit_lines_added UInt32, commit_lines_deleted UInt32, commit_hunks_added UInt32, commit_hunks_removed UInt32, commit_hunks_changed UInt32')
 
 0 rows in set. Elapsed: 2.688 sec. Processed 266.05 thousand rows, 48.30 MB (98.97 thousand rows/s., 17.97 MB/s.)
 ```
@@ -230,51 +229,14 @@ FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commit
 
 ```sql
 INSERT INTO git.line_changes SELECT *
-FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/github/commits/clickhouse/line_changes.tsv.xz', 'TSV', '    sign Int8, line_number_old UInt32, line_number_new UInt32, hunk_num UInt32, hunk_start_line_number_old UInt32, hunk_start_line_number_new UInt32, hunk_lines_added UInt32,\n    hunk_lines_deleted UInt32, hunk_context LowCardinality(String), line LowCardinality(String), indent UInt8, line_type Enum(\'Empty\' = 0, \'Comment\' = 1, \'Punct\' = 2, \'Code\' = 3), prev_commit_hash String, prev_author LowCardinality(String), prev_time DateTime, file_change_type Enum(\'Add\' = 1, \'Delete\' = 2, \'Modify\' = 3, \'Rename\' = 4, \'Copy\' = 5, \'Type\' = 6),\n    path LowCardinality(String), old_path LowCardinality(String), file_extension LowCardinality(String), file_lines_added UInt32, file_lines_deleted UInt32, file_hunks_added UInt32, file_hunks_removed UInt32, file_hunks_changed UInt32, commit_hash String,\n    author LowCardinality(String), time DateTime, commit_message String, commit_files_added UInt32, commit_files_deleted UInt32, commit_files_renamed UInt32, commit_files_modified UInt32, commit_lines_added UInt32, commit_lines_deleted UInt32, commit_hunks_added UInt32, commit_hunks_removed UInt32, commit_hunks_changed UInt32')
+FROM s3('https://datasets-documentation.s3.amazonaws.com/github/commits/clickhouse/line_changes.tsv.xz', 'TSV', '    sign Int8, line_number_old UInt32, line_number_new UInt32, hunk_num UInt32, hunk_start_line_number_old UInt32, hunk_start_line_number_new UInt32, hunk_lines_added UInt32,\n    hunk_lines_deleted UInt32, hunk_context LowCardinality(String), line LowCardinality(String), indent UInt8, line_type Enum(\'Empty\' = 0, \'Comment\' = 1, \'Punct\' = 2, \'Code\' = 3), prev_commit_hash String, prev_author LowCardinality(String), prev_time DateTime, file_change_type Enum(\'Add\' = 1, \'Delete\' = 2, \'Modify\' = 3, \'Rename\' = 4, \'Copy\' = 5, \'Type\' = 6),\n    path LowCardinality(String), old_path LowCardinality(String), file_extension LowCardinality(String), file_lines_added UInt32, file_lines_deleted UInt32, file_hunks_added UInt32, file_hunks_removed UInt32, file_hunks_changed UInt32, commit_hash String,\n    author LowCardinality(String), time DateTime, commit_message String, commit_files_added UInt32, commit_files_deleted UInt32, commit_files_renamed UInt32, commit_files_modified UInt32, commit_lines_added UInt32, commit_lines_deleted UInt32, commit_hunks_added UInt32, commit_hunks_removed UInt32, commit_hunks_changed UInt32')
 
 0 rows in set. Elapsed: 50.535 sec. Processed 7.54 million rows, 2.09 GB (149.11 thousand rows/s., 41.40 MB/s.)
 ```
 
 # Queries
 
-The tool suggests several queries via its help output. We have answered these in addition to some additional supplementary questions of interest:
-
-- [ClickHouse GitHub data](#clickhouse-github-data)
-- [Table of Contents](#table-of-contents)
-- [Generating the data](#generating-the-data)
-- [Downloading and inserting the data](#downloading-and-inserting-the-data)
-- [Queries](#queries)
-  - [History of a single file](#history-of-a-single-file)
-  - [Find the current active files](#find-the-current-active-files)
-  - [List files with most modifications](#list-files-with-most-modifications)
-  - [What day of the week do commits usually occur?](#what-day-of-the-week-do-commits-usually-occur)
-  - [History of subdirectory/file - number of lines, commits and contributors over time](#history-of-subdirectoryfile---number-of-lines-commits-and-contributors-over-time)
-  - [List files with maximum number of authors](#list-files-with-maximum-number-of-authors)
-  - [Oldest lines of code in the repository](#oldest-lines-of-code-in-the-repository)
-  - [Files with longest history](#files-with-longest-history)
-  - [Distribution of contributors with respect to docs and code over the month](#distribution-of-contributors-with-respect-to-docs-and-code-over-the-month)
-  - [Authors with the most diverse impact](#authors-with-the-most-diverse-impact)
-  - [Favorite files for an author](#favorite-files-for-an-author)
-  - [Largest files with lowest number of authors](#largest-files-with-lowest-number-of-authors)
-  - [Commits and lines of code distribution by time; by weekday, by author; for specific subdirectories](#commits-and-lines-of-code-distribution-by-time-by-weekday-by-author-for-specific-subdirectories)
-  - [Matrix of authors that shows what authors tends to rewrite another authors code](#matrix-of-authors-that-shows-what-authors-tends-to-rewrite-another-authors-code)
-  - [Who is the highest percentage contributor per day of week?](#who-is-the-highest-percentage-contributor-per-day-of-week)
-  - [Distribution of code age across repository](#distribution-of-code-age-across-repository)
-  - [What percentage of code for an author has been removed by other authors?](#what-percentage-of-code-for-an-author-has-been-removed-by-other-authors)
-  - [List files that were rewritten most number of times?](#list-files-that-were-rewritten-most-number-of-times)
-  - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
-  - [Files sorted by average code age](#files-sorted-by-average-code-age)
-  - [Who tends to write more tests / CPP code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
-  - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
-  - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
-  - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
-  - [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
-  - [Most consecutive days of commits by an author](#most-consecutive-days-of-commits-by-an-author)
-  - [Line by line commit history of a file](#line-by-line-commit-history-of-a-file)
-- [Unsolved Questions](#unsolved-questions)
-  - [Git blame](#git-blame)
-
-These queries are of approximately increasing complexity vs. the tool's arbitrary order.
+The tool suggests several queries via its help output. We have answered these in addition to some additional supplementary questions of interest. These queries are of approximately increasing complexity vs. the tool's arbitrary order.
 
 ## History of a single file
 
@@ -761,7 +723,7 @@ FROM
 (
     SELECT
         day,
-        countIf(file_extension IN ('h', 'cpp', 'sql', 'md')) AS code,
+        countIf(file_extension IN ('h', 'cpp', 'sql')) AS code,
         countIf(file_extension = 'md') AS docs,
         docs / (code + docs) AS docs_ratio
     FROM git.line_changes
@@ -769,41 +731,41 @@ FROM
     GROUP BY dayOfMonth(time) AS day
 )
 
-┌─day─┬─bar──────────────────────────────────────────────────────────┐
-│   1 │ ██████████████████████████████████▎                          │
-│   2 │ ███████████████████████▏                                     │
-│   3 │ ███████████████████████████████▋                             │
-│   4 │ ████████████▊                                                │
-│   5 │ ████████████████████▊                                        │
-│   6 │ ███████▊                                                     │
-│   7 │ ███▋                                                         │
-│   8 │ ████████▍                                                    │
-│   9 │ ██████████████                                               │
-│  10 │ ████████████████▋                                            │
-│  11 │ █████████████▏                                               │
-│  12 │ ██████████████████████████████████▌                          │
-│  13 │ ████████████████████████████▌                                │
-│  14 │ ██████▋                                                      │
-│  15 │ ████████████████████████████████████████▎                    │
-│  16 │ ██████████▏                                                  │
-│  17 │ █████████████████████████████████████▏                       │
-│  18 │ ████████████████████████████████▍                            │
-│  19 │ ██████████▊                                                  │
-│  20 │ ████████████████████████████████▋                            │
-│  21 │ █████                                                        │
-│  22 │ ███████████████████████▏                                     │
-│  23 │ ██████████████████████████▋                                  │
-│  24 │ ███████▌                                                     │
-│  25 │ █████████████████████████████████▏                           │
-│  26 │ ███████████                                                  │
-│  27 │ ███████████████████████████████████████████████████████████▎ │
-│  28 │ █████████████████████████████████████████████████▌           │
-│  29 │ ███▌                                                         │
-│  30 │ ██████████████████████████████████████▋                      │
-│  31 │ ████████████████████████████████▏                            │
-└─────┴──────────────────────────────────────────────────────────────┘
+┌─day─┬─bar─────────────────────────────────────────────────────────────┐
+│   1 │ ███████████████████████████████████▍                            │
+│   2 │ ███████████████████████▋                                        │
+│   3 │ ████████████████████████████████▋                               │
+│   4 │ █████████████                                                   │
+│   5 │ █████████████████████▎                                          │
+│   6 │ ████████                                                        │
+│   7 │ ███▋                                                            │
+│   8 │ ████████▌                                                       │
+│   9 │ ██████████████▎                                                 │
+│  10 │ █████████████████▏                                              │
+│  11 │ █████████████▎                                                  │
+│  12 │ ███████████████████████████████████▋                            │
+│  13 │ █████████████████████████████▎                                  │
+│  14 │ ██████▋                                                         │
+│  15 │ █████████████████████████████████████████▊                      │
+│  16 │ ██████████▎                                                     │
+│  17 │ ██████████████████████████████████████▋                         │
+│  18 │ █████████████████████████████████▌                              │
+│  19 │ ███████████                                                     │
+│  20 │ █████████████████████████████████▊                              │
+│  21 │ █████                                                           │
+│  22 │ ███████████████████████▋                                        │
+│  23 │ ███████████████████████████▌                                    │
+│  24 │ ███████▌                                                        │
+│  25 │ ██████████████████████████████████▎                             │
+│  26 │ ███████████▏                                                    │
+│  27 │ ███████████████████████████████████████████████████████████████ │
+│  28 │ ████████████████████████████████████████████████████▏           │
+│  29 │ ███▌                                                            │
+│  30 │ ████████████████████████████████████████▎                       │
+│  31 │ █████████████████████████████████▏                              │
+└─────┴─────────────────────────────────────────────────────────────────┘
 
-31 rows in set. Elapsed: 0.043 sec. Processed 7.54 million rows, 40.53 MB (176.56 million rows/s., 949.58 MB/s.)
+31 rows in set. Elapsed: 0.043 sec. Processed 7.54 million rows, 40.53 MB (176.71 million rows/s., 950.40 MB/s.)
 ```
 
 Maybe a little more near the end of the month, but overall we keep a good even distribution.
@@ -838,6 +800,49 @@ LIMIT 10
 10 rows in set. Elapsed: 0.041 sec. Processed 266.05 thousand rows, 4.92 MB (6.56 million rows/s., 121.21 MB/s.)
 ```
 
+Let's see who has the most diverse commits in their recent work. Rather than limit by date, we'll restrict to an author's last N commits (in this case, we've used 3 but feel free to modify):
+
+```sql
+SELECT
+    author,
+    sum(num_files_commit) AS num_files
+FROM
+(
+    SELECT
+        author,
+        commit_hash,
+        uniq(path) AS num_files_commit,
+        max(time) AS commit_time
+    FROM git.file_changes
+    WHERE (change_type IN ('Add', 'Modify')) AND (file_extension IN ('h', 'cpp', 'sql'))
+    GROUP BY
+        author,
+        commit_hash
+    ORDER BY
+        author ASC,
+        commit_time DESC
+    LIMIT 3 BY author
+)
+GROUP BY author
+ORDER BY num_files DESC
+LIMIT 10
+
+┌─author───────────────┬─num_files─┐
+│ Mikhail              │       782 │
+│ Li Yin               │       553 │
+│ Roman Peshkurov      │       119 │
+│ Vladimir Smirnov     │        88 │
+│ f1yegor              │        65 │
+│ maiha                │        54 │
+│ Vitaliy Lyudvichenko │        53 │
+│ Pradeep Chhetri      │        40 │
+│ Orivej Desh          │        38 │
+│ liyang               │        36 │
+└──────────────────────┴───────────┘
+
+10 rows in set. Elapsed: 0.106 sec. Processed 266.05 thousand rows, 21.04 MB (2.52 million rows/s., 198.93 MB/s.)
+```
+
 ## Favorite files for an author
 
 Here we select our founder [Alexey Milovidov](https://github.com/alexey-milovidov) and limit our analysis to current files.
@@ -870,23 +875,23 @@ SELECT
     path,
     count() AS c
 FROM git.file_changes
-WHERE (author = 'alexey-milovidov') AND (path IN (current_files))
+WHERE (author = 'Alexey Milovidov') AND (path IN (current_files))
 GROUP BY path
 ORDER BY c DESC
 LIMIT 10
 
-┌─path────────────────────────────────────────────┬───c─┐
-│ CHANGELOG.md                                    │ 174 │
-│ CMakeLists.txt                                  │  22 │
-│ src/Common/HashTable/HashTable.h                │   8 │
-│ .github/PULL_REQUEST_TEMPLATE.md                │   8 │
-│ src/Core/Settings.h                             │   8 │
-│ src/Storages/StorageReplicatedMergeTree.cpp     │   7 │
-│ README.md                                       │   7 │
-│ docker/test/fuzzer/run-fuzzer.sh                │   7 │
-│ programs/install/Install.cpp                    │   7 │
-│ src/Dictionaries/ExecutableDictionarySource.cpp │   6 │
-└─────────────────────────────────────────────────┴─────┘
+┌─path────────────────────────────────────────┬───c─┐
+│ CMakeLists.txt                              │ 165 │
+│ CHANGELOG.md                                │ 126 │
+│ programs/server/Server.cpp                  │  73 │
+│ src/Storages/MergeTree/MergeTreeData.cpp    │  71 │
+│ src/Storages/StorageReplicatedMergeTree.cpp │  68 │
+│ src/Core/Settings.h                         │  65 │
+│ programs/client/Client.cpp                  │  57 │
+│ programs/server/play.html                   │  48 │
+│ .gitmodules                                 │  47 │
+│ programs/install/Install.cpp                │  37 │
+└─────────────────────────────────────────────┴─────┘
 
 10 rows in set. Elapsed: 0.106 sec. Processed 798.15 thousand rows, 13.97 MB (7.51 million rows/s., 131.41 MB/s.)
 ```
@@ -899,23 +904,23 @@ SELECT
     base,
     count() AS c
 FROM git.file_changes
-WHERE (author = 'alexey-milovidov') AND (file_extension IN ('h', 'cpp', 'sql'))
+WHERE (author = 'Alexey Milovidov') AND (file_extension IN ('h', 'cpp', 'sql'))
 GROUP BY basename(path) AS base
 ORDER BY c DESC
 LIMIT 10
 
-┌─base───────────────────────────┬──c─┐
-│ StorageReplicatedMergeTree.cpp │ 22 │
-│ Settings.h                     │ 22 │
-│ InterpreterSelectQuery.cpp     │ 19 │
-│ MergeTreeData.cpp              │ 18 │
-│ Client.cpp                     │ 17 │
-│ Context.cpp                    │ 17 │
-│ Server.cpp                     │ 12 │
-│ ExecutableDictionarySource.cpp │ 12 │
-│ ExpressionAnalyzer.cpp         │ 12 │
-│ PODArray.h                     │ 12 │
-└────────────────────────────────┴────┘
+┌─base───────────────────────────┬───c─┐
+│ StorageReplicatedMergeTree.cpp │ 393 │
+│ InterpreterSelectQuery.cpp     │ 299 │
+│ Aggregator.cpp                 │ 297 │
+│ Client.cpp                     │ 280 │
+│ MergeTreeData.cpp              │ 274 │
+│ Server.cpp                     │ 264 │
+│ ExpressionAnalyzer.cpp         │ 259 │
+│ StorageMergeTree.cpp           │ 239 │
+│ Settings.h                     │ 225 │
+│ TCPHandler.cpp                 │ 205 │
+└────────────────────────────────┴─────┘
 10 rows in set. Elapsed: 0.032 sec. Processed 266.05 thousand rows, 5.68 MB (8.22 million rows/s., 175.50 MB/s.)
 ```
 
@@ -1210,8 +1215,8 @@ The `sign = -1` indicates a code deletion. We exclude punctuation and the insert
 
 ```sql
 SELECT
-    prev_author,
-    author,
+    prev_author || '(a)' as add_author,
+    author  || '(d)' as delete_author,
     count() AS c
 FROM git.line_changes
 WHERE (sign = -1) AND (file_extension IN ('h', 'cpp')) AND (line_type NOT IN ('Punct', 'Empty')) AND (author != prev_author) AND (prev_author != '')
@@ -1220,7 +1225,7 @@ GROUP BY
     author
 ORDER BY c DESC
 LIMIT 1 BY prev_author
-LIMIT 20
+LIMIT 100
 
 ┌─prev_author──────────┬─author───────────┬─────c─┐
 │ Ivan                 │ Alexey Milovidov │ 18554 │
@@ -1248,6 +1253,16 @@ LIMIT 20
 20 rows in set. Elapsed: 0.098 sec. Processed 7.54 million rows, 42.16 MB (76.67 million rows/s., 428.99 MB/s.)
 ```
 
+A Sankey chart (SuperSet) allows this to be visualized nicely. Note we increase our `LIMIT BY` to 3, to get the top 3 code removers for each author, to improve the variety in the visual.
+
+
+![](./images/superset-authors-matrix.png)
+
+
+Alexey clearly likes removing other peoples code. Lets exclude him for a more balanced view of code removal.
+
+![](./images/superset-authors-matrix_v3.png)
+
 ## Who is the highest percentage contributor per day of week?
 
 If we consider by just number of commits:
@@ -1519,7 +1534,7 @@ WITH
         HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
         ORDER BY path ASC
     ),
-    file_changes AS
+    changes AS
     (
         SELECT
             path,
@@ -1549,7 +1564,7 @@ WITH
             sum(num_added - num_deleted) OVER (PARTITION BY path ORDER BY max_time ASC) AS current_size,
             if(current_size > 0, num_added / current_size, 0) AS percent_add,
             if(current_size > 0, num_deleted / current_size, 0) AS percent_delete
-        FROM file_changes
+        FROM changes
     )
 SELECT
     path,
@@ -1733,7 +1748,7 @@ Note we limit to users with more than 20 changes to focus on regular committers
 ```sql
 SELECT
     author,
-    countIf((file_extension NOT IN ('h', 'cpp')) AND (path LIKE '%tests%')) AS test,
+    countIf((file_extension NOT IN ('h', 'cpp', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
     countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
     code / (code + test) AS ratio_code
 FROM git.file_changes
@@ -1743,26 +1758,26 @@ ORDER BY code DESC
 LIMIT 20
 
 ┌─author───────────────┬─test─┬──code─┬─────────ratio_code─┐
-│ Alexey Milovidov     │ 9016 │ 41799 │ 0.8225720751746531 │
-│ Nikolai Kochetov     │ 1376 │ 13361 │ 0.9066295718260161 │
-│ alesapin             │ 3704 │  8796 │            0.70368 │
-│ kssenii              │ 1257 │  6769 │  0.843384001993521 │
-│ Maksim Kita          │ 1352 │  5862 │ 0.8125866370945384 │
-│ Alexander Tokmakov   │ 2011 │  5727 │  0.740113724476609 │
-│ Vitaly Baranov       │ 2245 │  5521 │ 0.7109193922225083 │
-│ Ivan Lezhankin       │  803 │  4698 │ 0.8540265406289765 │
-│ Anton Popov          │ 1056 │  4346 │ 0.8045168456127361 │
-│ Ivan                 │ 4937 │  4269 │ 0.4637193134912014 │
-│ Azat Khuzhin         │ 2651 │  3697 │ 0.5823881537492124 │
-│ Amos Bird            │  702 │  2901 │ 0.8051623646960866 │
-│ proller              │ 1662 │  2377 │ 0.5885120079227532 │
-│ chertus              │  706 │  2359 │ 0.7696574225122349 │
-│ alexey-milovidov     │  330 │  2321 │ 0.8755186721991701 │
+│ Alexey Milovidov     │ 7346 │ 41799 │ 0.8505239597110591 │
+│ Nikolai Kochetov     │ 1106 │ 13361 │ 0.9235501486140872 │
+│ alesapin             │ 1981 │  8796 │ 0.8161826111162661 │
+│ kssenii              │  660 │  6769 │ 0.9111589715977925 │
+│ Maksim Kita          │ 1148 │  5862 │ 0.8362339514978602 │
+│ Alexander Tokmakov   │ 1135 │  5727 │ 0.8345963276012824 │
+│ Vitaly Baranov       │ 1283 │  5521 │ 0.8114344503233392 │
+│ Ivan Lezhankin       │  726 │  4698 │ 0.8661504424778761 │
+│ Anton Popov          │  831 │  4346 │ 0.8394823256712381 │
+│ Ivan                 │ 4257 │  4269 │ 0.5007037297677692 │
+│ Azat Khuzhin         │ 1756 │  3697 │ 0.6779754263708051 │
+│ Amos Bird            │  624 │  2901 │ 0.8229787234042554 │
+│ proller              │ 1226 │  2377 │ 0.6597280044407439 │
+│ chertus              │  696 │  2359 │  0.772176759410802 │
+│ alexey-milovidov     │  254 │  2321 │ 0.9013592233009708 │
 │ Alexey Arno          │  207 │  2310 │ 0.9177592371871275 │
-│ Vitaliy Lyudvichenko │  479 │  2283 │ 0.8265749456915279 │
-│ Robert Schulze       │  328 │  2196 │ 0.8700475435816165 │
-│ CurtizJ              │  812 │  2158 │ 0.7265993265993266 │
-│ Alexander Kuzmenkov  │ 1198 │  2092 │ 0.6358662613981763 │
+│ Vitaliy Lyudvichenko │  294 │  2283 │ 0.8859138533178114 │
+│ Robert Schulze       │  251 │  2196 │ 0.8974254188802615 │
+│ CurtizJ              │  705 │  2158 │ 0.7537548026545582 │
+│ Alexander Kuzmenkov  │ 1094 │  2092 │ 0.6566227244193346 │
 └──────────────────────┴──────┴───────┴────────────────────┘
 
 20 rows in set. Elapsed: 0.034 sec. Processed 266.05 thousand rows, 4.65 MB (7.93 million rows/s., 138.76 MB/s.)
@@ -1813,7 +1828,7 @@ What about who adds the most comments when contributing code?
 ```sql
 SELECT
     author,
-    countIf((line_type = 'Comment') OR (line_type = 'Punct')) AS comments,
+    countIf(line_type = 'Comment') AS comments,
     countIf(line_type = 'Code') AS code,
     comments / (comments + code) AS ratio_comments
 FROM git.line_changes
@@ -1823,24 +1838,34 @@ HAVING code > 20
 ORDER BY code DESC
 LIMIT 10
 
-┌─author─────────────┬─comments─┬───code─┬──────ratio_comments─┐
-│ Alexey Milovidov   │   100869 │ 356978 │ 0.22031158880586746 │
-│ Nikolai Kochetov   │    34057 │ 113261 │  0.2311801680717903 │
-│ Vitaly Baranov     │    24994 │  84504 │ 0.22825987689272864 │
-│ Maksim Kita        │    23338 │  78778 │ 0.22854400877433506 │
-│ alesapin           │    21976 │  72279 │ 0.23315473980160203 │
-│ kssenii            │    19465 │  61852 │ 0.23937184106644366 │
-│ Alexey Arno        │    16469 │  61674 │ 0.21075464213045314 │
-│ Alexander Tokmakov │    10760 │  41964 │ 0.20408163265306123 │
-│ Anton Popov        │     9158 │  38448 │  0.1923707095744234 │
-│ Ivan               │     6480 │  33711 │   0.161230126147645 │
-└────────────────────┴──────────┴────────┴─────────────────────┘
+┌─author─────────────┬─comments─┬───code─┬───────ratio_comments─┐
+│ Alexey Milovidov   │    30867 │ 356978 │  0.07958591705449342 │
+│ Nikolai Kochetov   │    11128 │ 113261 │  0.08946128676973045 │
+│ Vitaly Baranov     │     5120 │  84504 │  0.05712755511916451 │
+│ Maksim Kita        │     6184 │  78778 │  0.07278548056778325 │
+│ alesapin           │     7456 │  72279 │  0.09350975105035429 │
+│ kssenii            │     5804 │  61852 │  0.08578692207638643 │
+│ Alexey Arno        │     4430 │  61674 │   0.0670156117632821 │
+│ Alexander Tokmakov │     4022 │  41964 │  0.08746140129604663 │
+│ Anton Popov        │     2067 │  38448 │ 0.051018141429100335 │
+│ Ivan               │      947 │  33711 │  0.02732413872698944 │
+└────────────────────┴──────────┴────────┴──────────────────────┘
 
-10 rows in set. Elapsed: 0.136 sec. Processed 7.54 million rows, 31.57 MB (55.33 million rows/s., 231.83 MB/s.)
+10 rows in set. Elapsed: 0.047 sec. Processed 7.54 million rows, 31.57 MB (161.75 million rows/s., 677.77 MB/s.)
 ```
 
 Surprisingly high % for all our contributors and part of what makes our code so readable.
 
+
+``sql
+
+SELECT author, avg(ratio_comments) as avg_ratio_comments, sum(code) as code FROM (
+SELECT author, commit_hash, countIf(line_type = 'Comment') AS comments, countIf(line_type = 'Code') AS code,  if(comments > 0, comments / (comments + code), 0) AS ratio_comments FROM git.line_changes GROUP BY author, commit_hash
+) GROUP BY author ORDER BY code DESC LIMIT 10
+```
+
+
+
 ## How does an authors commits change over time with respect to code/comments percentage?
 
 To compute this by author is trivial,
diff --git a/docs/en/getting-started/example-datasets/images/superset-authors-matrix.png b/docs/en/getting-started/example-datasets/images/superset-authors-matrix.png
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literal 0
HcmV?d00001


From 66c0af1a1c8e7a5c0c7c2344d643ee8331b39928 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Fri, 11 Nov 2022 12:46:57 +0000
Subject: [PATCH 130/211] Move test

---
 .../0_stateless/02456_datetime_schema_inference.reference       | 1 +
 tests/queries/0_stateless/02456_datetime_schema_inference.sql   | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/02456_datetime_schema_inference.reference b/tests/queries/0_stateless/02456_datetime_schema_inference.reference
index 2b88f2783dc..0719f0eb44e 100644
--- a/tests/queries/0_stateless/02456_datetime_schema_inference.reference
+++ b/tests/queries/0_stateless/02456_datetime_schema_inference.reference
@@ -9,3 +9,4 @@
 2022-04-22 03:45:06.381000000
 2022-04-22 03:45:06.381000000
 1925-01-12 00:00:00.000000000
+
diff --git a/tests/queries/0_stateless/02456_datetime_schema_inference.sql b/tests/queries/0_stateless/02456_datetime_schema_inference.sql
index 34749dbd412..123bb324f87 100644
--- a/tests/queries/0_stateless/02456_datetime_schema_inference.sql
+++ b/tests/queries/0_stateless/02456_datetime_schema_inference.sql
@@ -12,4 +12,4 @@ set date_time_input_format = 'best_effort_us';
 select * from format('TSV', '2022-04-22T03:45:06.381');
 select toTimeZone(c1, 'UTC') from format('TSV', '2022-04-22T03:45:06.381Z');
 select * from format('TSV', '01/12/1925');
-
+select * from format(CSV, '""');

From dee865ce78aee73912370a12131a9e4cb2d16d8f Mon Sep 17 00:00:00 2001
From: Yatsishin Ilya <2159081+qoega@users.noreply.github.com>
Date: Thu, 10 Nov 2022 11:05:35 +0000
Subject: [PATCH 131/211] Fix trailing \n from SQLancer status

---
 tests/ci/sqlancer_check.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/ci/sqlancer_check.py b/tests/ci/sqlancer_check.py
index 51c95e50746..63c7d18fe46 100644
--- a/tests/ci/sqlancer_check.py
+++ b/tests/ci/sqlancer_check.py
@@ -150,7 +150,7 @@ if __name__ == "__main__":
             os.path.join(workspace_path, "summary.tsv"), "r", encoding="utf-8"
         ) as summary_f:
             for line in summary_f:
-                l = line.split("\t")
+                l = line.rstrip("\n").split("\t")
                 test_results.append((l[0], l[1]))
 
         with open(

From e83878493c9d0ea7492288b5fdf401532539bd20 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Fri, 11 Nov 2022 12:50:17 +0000
Subject: [PATCH 132/211] Update settings history

---
 src/Core/SettingsChangesHistory.h | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/Core/SettingsChangesHistory.h b/src/Core/SettingsChangesHistory.h
index b78b812da86..7635e121f8e 100644
--- a/src/Core/SettingsChangesHistory.h
+++ b/src/Core/SettingsChangesHistory.h
@@ -78,6 +78,7 @@ namespace SettingsChangesHistory
 /// It's used to implement `compatibility` setting (see https://github.com/ClickHouse/ClickHouse/issues/35972)
 static std::map<ClickHouseVersion, SettingsChangesHistory::SettingsChanges> settings_changes_history =
 {
+        {"22.11", {{"use_structure_from_insertion_table_in_table_functions", 0, 2, "Improve using structure from insertion table in table functions"}}},
         {"22.9", {{"force_grouping_standard_compatibility", false, true, "Make GROUPING function output the same as in SQL standard and other DBMS"}}},
         {"22.7", {{"cross_to_inner_join_rewrite", 1, 2, "Force rewrite comma join to inner"},
                   {"enable_positional_arguments", false, true, "Enable positional arguments feature by default"},

From b010645c91e4c83032abda913ad6b9bc27b56451 Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Fri, 11 Nov 2022 13:40:10 +0000
Subject: [PATCH 133/211] play links

---
 .../example-datasets/github.md                | 128 ++++++++++++++----
 1 file changed, 105 insertions(+), 23 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index fdc0212bfe5..efe58a03341 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -48,6 +48,7 @@ As of November 8th, 2022, each TSV is approximately the following size and numbe
   - [What weekday does the code have the highest chance to stay in the repository?](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository)
   - [Files sorted by average code age](#files-sorted-by-average-code-age)
   - [Who tends to write more tests / CPP code / comments?](#who-tends-to-write-more-tests--cpp-code--comments)
+  - [How does an authors commits change over time with respect to code/comments percentage?](#how-does-an-authors-commits-change-over-time-with-respect-to-codecomments-percentage)
   - [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay)
   - [What is the worst time to write code in sense that the code has highest chance to be re-written?](#what-is-the-worst-time-to-write-code-in-sense-that-the-code-has-highest-chance-to-be-re-written)
   - [Which authors code is the most sticky?](#which-authors-code-is-the-most-sticky)
@@ -58,6 +59,8 @@ As of November 8th, 2022, each TSV is approximately the following size and numbe
 
 # Generating the data
 
+This is optional. We distribute the data freely - see [Downloading and inserting the data](#downloading-and-inserting-the-data).
+
 ```bash
 git clone git@github.com:ClickHouse/ClickHouse.git
 cd ClickHouse
@@ -99,6 +102,8 @@ CREATE TABLE git.commits
 
 # Downloading and inserting the data
 
+The following data can be used to reproduce a working environment. Alternatively, this dataset is available in play.clickhouse.com - see [Queries](#queries) for further details.
+
 Generated files for the following repositories can be found below:
 
 - ClickHouse (Nov 8th 2022)
@@ -238,10 +243,14 @@ FROM s3('https://datasets-documentation.s3.amazonaws.com/github/commits/clickhou
 
 The tool suggests several queries via its help output. We have answered these in addition to some additional supplementary questions of interest. These queries are of approximately increasing complexity vs. the tool's arbitrary order.
 
+This dataset is available in [play.clickhouse.com](https://play.clickhouse.com/play?user=play#U0hPVyBUQUJMRVMgSU4gZ2l0X2NsaWNraG91c2U=) in the `git_clickhouse` databases. We provide a link to this environment for all queries, adapting the database name as required. Note that play results may vary from the those presented here due to differences in time of data collection.
+
 ## History of a single file
 
 The simplest of queries. Here we look at all commit messages for the `StorageReplicatedMergeTree.cpp`. Since these are likely more interesting, we sort by the most recent messages first.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICB0aW1lLAogICAgc3Vic3RyaW5nKGNvbW1pdF9oYXNoLCAxLCAxMSkgQVMgY29tbWl0LAogICAgY2hhbmdlX3R5cGUsCiAgICBhdXRob3IsCiAgICBwYXRoLAogICAgb2xkX3BhdGgsCiAgICBsaW5lc19hZGRlZCwKICAgIGxpbmVzX2RlbGV0ZWQsCiAgICBjb21taXRfbWVzc2FnZQpGUk9NIGdpdF9jbGlja2hvdXNlLmZpbGVfY2hhbmdlcwpXSEVSRSBwYXRoID0gJ3NyYy9TdG9yYWdlcy9TdG9yYWdlUmVwbGljYXRlZE1lcmdlVHJlZS5jcHAnCk9SREVSIEJZIHRpbWUgREVTQwpMSU1JVCAxMA==)
+
 ```sql
 SELECT
     time,
@@ -274,8 +283,11 @@ LIMIT 10
 10 rows in set. Elapsed: 0.006 sec. Processed 12.10 thousand rows, 1.60 MB (1.93 million rows/s., 255.40 MB/s.)
 ```
 
+
 We can also review the line changes, excluding renames i.e. we won't show changes before a rename event when the file existed under a different name:
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICB0aW1lLAogICAgc3Vic3RyaW5nKGNvbW1pdF9oYXNoLCAxLCAxMSkgQVMgY29tbWl0LAogICAgc2lnbiwKICAgIGxpbmVfbnVtYmVyX29sZCwKICAgIGxpbmVfbnVtYmVyX25ldywKICAgIGF1dGhvciwKICAgIGxpbmUKRlJPTSBnaXRfY2xpY2tob3VzZS5saW5lX2NoYW5nZXMKV0hFUkUgcGF0aCA9ICdzcmMvU3RvcmFnZXMvU3RvcmFnZVJlcGxpY2F0ZWRNZXJnZVRyZWUuY3BwJwpPUkRFUiBCWSBsaW5lX251bWJlcl9uZXcgQVNDCkxJTUlUIDEw)
+
 ```sql
 SELECT
     time,
@@ -314,6 +326,8 @@ This is important for later analysis when we only want to consider the current f
 
 **Note there appears to have been a broken commit history in relation to files under the `dbms`, `libs`, `tests/testflows/` directories during their renames. We also thus exclude these.**
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT path
 FROM
@@ -354,6 +368,8 @@ LIMIT 10
 
 Note that this allows for files to be renamed and then re-renamed to their original values. First we aggregate `old_path` for a list of deleted files as a result of renaming. We union this with the last operation for every `path`. Finally, we filter this list to those where the final event is not a `Delete`.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT uniq(path)
 FROM
@@ -402,7 +418,9 @@ The difference here is caused by a few factors:
 
 - A rename can occur alongside other modifications to the file. These are listed as separate events in file_changes but with the same time. The `argMax` function has no way of distinguishing these - it picks the first value. The natural ordering of the inserts (the only means of knowing the correct order) is not maintained across the union so modified events can be selected. For example, below the `src/Functions/geometryFromColumn.h` file has several modifications before being renamed to `src/Functions/geometryConverters.h`. Our current solution may pick a Modify event as the latest change causing `src/Functions/geometryFromColumn.h` to be retained. 
 
-  ```sql
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICAgIGNoYW5nZV90eXBlLAogICAgICBwYXRoLAogICAgICBvbGRfcGF0aCwKICAgICAgdGltZSwKICAgICAgY29tbWl0X2hhc2gKICBGUk9NIGdpdF9jbGlja2hvdXNlLmZpbGVfY2hhbmdlcwogIFdIRVJFIChwYXRoID0gJ3NyYy9GdW5jdGlvbnMvZ2VvbWV0cnlGcm9tQ29sdW1uLmgnKSBPUiAob2xkX3BhdGggPSAnc3JjL0Z1bmN0aW9ucy9nZW9tZXRyeUZyb21Db2x1bW4uaCcpCg==)
+
+```sql
   SELECT
       change_type,
       path,
@@ -426,7 +444,7 @@ The difference here is caused by a few factors:
   │ Rename      │ src/Functions/geometryConverters.h │ src/Functions/geometryFromColumn.h │ 2021-03-11 12:08:16 │ 125945769586baf6ffd15919b29565b1b2a63218 │
   └─────────────┴────────────────────────────────────┴────────────────────────────────────┴─────────────────────┴──────────────────────────────────────────┘
   11 rows in set. Elapsed: 0.030 sec. Processed 266.05 thousand rows, 6.61 MB (8.89 million rows/s., 220.82 MB/s.)
-  ```
+```
 - Broken commit history - missing delete events. Source and cause TBD.
 
 These differences shouldn't meaningfully impact our analysis. **We welcome improved versions of this query**.
@@ -435,6 +453,8 @@ These differences shouldn't meaningfully impact our analysis. **We welcome impro
 
 Limiting to current files, we consider the number of modifications to be the sum of deletes and additions.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -486,17 +506,23 @@ LIMIT 10
 
 ## What day of the week do commits usually occur?
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBkYXlfb2Zfd2VlaywKICAgIGNvdW50KCkgQVMgYwpGUk9NIGdpdF9jbGlja2hvdXNlLmNvbW1pdHMKR1JPVVAgQlkgZGF5T2ZXZWVrKHRpbWUpIEFTIGRheV9vZl93ZWVrCg==)
+
 ```sql
-SELECT day_of_week, count() as c FROM git.commits GROUP BY dayOfWeek(time) as day_of_week
+SELECT
+    day_of_week,
+    count() AS c
+FROM git.commits
+GROUP BY dayOfWeek(time) AS day_of_week
 
 ┌─day_of_week─┬─────c─┐
-│           1 │ 10291 │
-│           2 │ 10519 │
-│           3 │ 10598 │
-│           4 │ 10812 │
-│           5 │  9964 │
-│           6 │  4583 │
-│           7 │  5134 │
+│           1 │ 10575 │
+│           2 │ 10645 │
+│           3 │ 10748 │
+│           4 │ 10944 │
+│           5 │ 10090 │
+│           6 │  4617 │
+│           7 │  5166 │
 └─────────────┴───────┘
 7 rows in set. Elapsed: 0.262 sec. Processed 62.78 thousand rows, 251.14 KB (239.73 thousand rows/s., 958.93 KB/s.)
 ```
@@ -507,6 +533,8 @@ This makes sense with some productivity drop-off on Fridays. Great to see people
 
 This would produce a large query result that is unrealistic to show or visualize if unfiltered. We, therefore, allow a file or subdirectory to be filtered in the following example. Here we group by week using the `toStartOfWeek` function - adapt as required.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICB3ZWVrLAogICAgc3VtKGxpbmVzX2FkZGVkKSBBUyBsaW5lc19hZGRlZCwKICAgIHN1bShsaW5lc19kZWxldGVkKSBBUyBsaW5lc19kZWxldGVkLAogICAgdW5pcShjb21taXRfaGFzaCkgQVMgbnVtX2NvbW1pdHMsCiAgICB1bmlxKGF1dGhvcikgQVMgYXV0aG9ycwpGUk9NIGdpdF9jbGlja2hvdXNlLmZpbGVfY2hhbmdlcwpXSEVSRSBwYXRoIExJS0UgJ3NyYy9TdG9yYWdlcyUnCkdST1VQIEJZIHRvU3RhcnRPZldlZWsodGltZSkgQVMgd2VlawpPUkRFUiBCWSB3ZWVrIEFTQwpMSU1JVCAxMAo=)
+
 ```sql
 SELECT
     week,
@@ -549,6 +577,8 @@ This data visualizes well. Below we use Superset.
 
 Limit to current files only.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -602,6 +632,8 @@ LIMIT 10
 
 Limited to current files only.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -657,6 +689,8 @@ LIMIT 10
 
 Limited to current files only.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -715,6 +749,8 @@ Our core data structure, the Merge Tree, is obviously under constant evolution w
 
 Do we write more docs at certain times of the month e.g., around release dates? We can use the `countIf` function to compute a simple ratio, visualizing the result using the `bar` function.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBkYXksCiAgICBiYXIoZG9jc19yYXRpbyAqIDEwMDAsIDAsIDEwMCwgMTAwKSBBUyBiYXIKRlJPTQooCiAgICBTRUxFQ1QKICAgICAgICBkYXksCiAgICAgICAgY291bnRJZihmaWxlX2V4dGVuc2lvbiBJTiAoJ2gnLCAnY3BwJywgJ3NxbCcpKSBBUyBjb2RlLAogICAgICAgIGNvdW50SWYoZmlsZV9leHRlbnNpb24gPSAnbWQnKSBBUyBkb2NzLAogICAgICAgIGRvY3MgLyAoY29kZSArIGRvY3MpIEFTIGRvY3NfcmF0aW8KICAgIEZST00gZ2l0X2NsaWNraG91c2UubGluZV9jaGFuZ2VzCiAgICBXSEVSRSAoc2lnbiA9IDEpIEFORCAoZmlsZV9leHRlbnNpb24gSU4gKCdoJywgJ2NwcCcsICdzcWwnLCAnbWQnKSkKICAgIEdST1VQIEJZIGRheU9mTW9udGgodGltZSkgQVMgZGF5CikK)
+
 ```sql
 SELECT
     day,
@@ -774,6 +810,8 @@ Maybe a little more near the end of the month, but overall we keep a good even d
 
 We consider diversity here to be the number of unique files an author has contributed to.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICB1bmlxKHBhdGgpIEFTIG51bV9maWxlcwpGUk9NIGdpdF9jbGlja2hvdXNlLmZpbGVfY2hhbmdlcwpXSEVSRSAoY2hhbmdlX3R5cGUgSU4gKCdBZGQnLCAnTW9kaWZ5JykpIEFORCAoZmlsZV9leHRlbnNpb24gSU4gKCdoJywgJ2NwcCcsICdzcWwnKSkKR1JPVVAgQlkgYXV0aG9yCk9SREVSIEJZIG51bV9maWxlcyBERVNDCkxJTUlUIDEw)
+
 ```sql
 SELECT
     author,
@@ -802,6 +840,8 @@ LIMIT 10
 
 Let's see who has the most diverse commits in their recent work. Rather than limit by date, we'll restrict to an author's last N commits (in this case, we've used 3 but feel free to modify):
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT
     author,
@@ -847,6 +887,8 @@ LIMIT 10
 
 Here we select our founder [Alexey Milovidov](https://github.com/alexey-milovidov) and limit our analysis to current files.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -898,6 +940,7 @@ LIMIT 10
 
 This makes sense because Alexey has been responsible for maintaining the Change log. But what if we use the basename of the file to identify his popular files - this allows for renames and should focus on code contributions.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBiYXNlLAogICAgY291bnQoKSBBUyBjCkZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCldIRVJFIChhdXRob3IgPSAnQWxleGV5IE1pbG92aWRvdicpIEFORCAoZmlsZV9leHRlbnNpb24gSU4gKCdoJywgJ2NwcCcsICdzcWwnKSkKR1JPVVAgQlkgYmFzZW5hbWUocGF0aCkgQVMgYmFzZQpPUkRFUiBCWSBjIERFU0MKTElNSVQgMTA=)
 
 ```sql
 SELECT
@@ -932,6 +975,8 @@ For this, we first need to identify the largest files. Estimating this via a ful
 
 To estimate, assuming we restrict to current files, we sum line additions and subtract deletions. We can then compute a ratio of length to the number of authors.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -985,6 +1030,8 @@ LIMIT 10
 
 Text dictionaries aren't maybe realistic, so lets restrict to code only via a file extension filter!
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -1037,6 +1084,8 @@ LIMIT 10
 
 There is some recency bias in this - newer files have fewer opportunities for commits. What about if we restrict to files at least 1 yr old?
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -1094,6 +1143,8 @@ LIMIT 10
 
 We interpret this as the number of lines added and removed by the day of the week. In this case, we focus on the [Functions directory](https://github.com/ClickHouse/ClickHouse/tree/master/src/Functions)
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBkYXlPZldlZWssCiAgICB1bmlxKGNvbW1pdF9oYXNoKSBBUyBjb21taXRzLAogICAgc3VtKGxpbmVzX2FkZGVkKSBBUyBsaW5lc19hZGRlZCwKICAgIHN1bShsaW5lc19kZWxldGVkKSBBUyBsaW5lc19kZWxldGVkCkZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCldIRVJFIHBhdGggTElLRSAnc3JjL0Z1bmN0aW9ucyUnCkdST1VQIEJZIHRvRGF5T2ZXZWVrKHRpbWUpIEFTIGRheU9mV2Vlaw==)
+
 ```sql
 SELECT
     dayOfWeek,
@@ -1119,6 +1170,8 @@ GROUP BY toDayOfWeek(time) AS dayOfWeek
 
 And by time of day,
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBob3VyT2ZEYXksCiAgICB1bmlxKGNvbW1pdF9oYXNoKSBBUyBjb21taXRzLAogICAgc3VtKGxpbmVzX2FkZGVkKSBBUyBsaW5lc19hZGRlZCwKICAgIHN1bShsaW5lc19kZWxldGVkKSBBUyBsaW5lc19kZWxldGVkCkZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCldIRVJFIHBhdGggTElLRSAnc3JjL0Z1bmN0aW9ucyUnCkdST1VQIEJZIHRvSG91cih0aW1lKSBBUyBob3VyT2ZEYXk=)
+
 ```sql
 SELECT
     hourOfDay,
@@ -1161,6 +1214,8 @@ GROUP BY toHour(time) AS hourOfDay
 
 This distribution makes sense given most of our development team is in Amsterdam. The `bar` functions helps us visualize these distributions:
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT
     hourOfDay,
@@ -1213,6 +1268,8 @@ FROM
 
 The `sign = -1` indicates a code deletion. We exclude punctuation and the insertion of empty lines.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBwcmV2X2F1dGhvciB8fCAnKGEpJyBhcyBhZGRfYXV0aG9yLAogICAgYXV0aG9yICB8fCAnKGQpJyBhcyBkZWxldGVfYXV0aG9yLAogICAgY291bnQoKSBBUyBjCkZST00gZ2l0X2NsaWNraG91c2UubGluZV9jaGFuZ2VzCldIRVJFIChzaWduID0gLTEpIEFORCAoZmlsZV9leHRlbnNpb24gSU4gKCdoJywgJ2NwcCcpKSBBTkQgKGxpbmVfdHlwZSBOT1QgSU4gKCdQdW5jdCcsICdFbXB0eScpKSBBTkQgKGF1dGhvciAhPSBwcmV2X2F1dGhvcikgQU5EIChwcmV2X2F1dGhvciAhPSAnJykKR1JPVVAgQlkKICAgIHByZXZfYXV0aG9yLAogICAgYXV0aG9yCk9SREVSIEJZIGMgREVTQwpMSU1JVCAxIEJZIHByZXZfYXV0aG9yCkxJTUlUIDEwMA==)
+
 ```sql
 SELECT
     prev_author || '(a)' as add_author,
@@ -1267,6 +1324,8 @@ Alexey clearly likes removing other peoples code. Lets exclude him for a more ba
 
 If we consider by just number of commits:
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBkYXlfb2Zfd2VlaywKICAgIGF1dGhvciwKICAgIGNvdW50KCkgQVMgYwpGUk9NIGdpdF9jbGlja2hvdXNlLmNvbW1pdHMKR1JPVVAgQlkKICAgIGRheU9mV2Vlayh0aW1lKSBBUyBkYXlfb2Zfd2VlaywKICAgIGF1dGhvcgpPUkRFUiBCWQogICAgZGF5X29mX3dlZWsgQVNDLAogICAgYyBERVNDCkxJTUlUIDEgQlkgZGF5X29mX3dlZWs=)
+
 ```sql
 SELECT
     day_of_week,
@@ -1296,6 +1355,7 @@ LIMIT 1 BY day_of_week
 
 OK, some possible advantages here to the longest contributor - our founder Alexey. Lets limit our analysis to the last year.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBkYXlfb2Zfd2VlaywKICAgIGF1dGhvciwKICAgIGNvdW50KCkgQVMgYwpGUk9NIGdpdF9jbGlja2hvdXNlLmNvbW1pdHMKV0hFUkUgdGltZSA+IChub3coKSAtIHRvSW50ZXJ2YWxZZWFyKDEpKQpHUk9VUCBCWQogICAgZGF5T2ZXZWVrKHRpbWUpIEFTIGRheV9vZl93ZWVrLAogICAgYXV0aG9yCk9SREVSIEJZCiAgICBkYXlfb2Zfd2VlayBBU0MsCiAgICBjIERFU0MKTElNSVQgMSBCWSBkYXlfb2Zfd2Vlaw==)
 
 ```sql
 SELECT
@@ -1329,6 +1389,8 @@ This is still a little simple and doesn't reflect people's work.
 
 A better metric might be who is the top contributor each day as a fraction of the total work performed in the last year. Note that we treat the deletion and adding code equally.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT
     top_author.day_of_week,
@@ -1377,6 +1439,8 @@ INNER JOIN
 
 We limit the analysis to the current files. For brevity, we restrict the results to a depth of 2 with 5 files per root folder. Adjust as required.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH current_files AS
     (
@@ -1458,6 +1522,8 @@ LIMIT 5 BY root
 
 For this question, we need the number of lines written by an author divided by the total number of lines they have had removed by another contributor.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT
     k,
@@ -1508,6 +1574,7 @@ We consider a rewrite to be when over 50% of the file are deleted, and 50% added
 
 The query is limited to the current files only. We list all file changes by grouping by `path` and `commit_hash`, returning the number of lines added and removed. Using a window function, we estimate the file's total size at any moment in time by performing a cumulative sum and estimating the impact of any change on file size as `lines added - lines removed`. Using this statistic, we can calculate the percentage of the file that has been added or removed for each change. Finally, we count the number of file changes that constitute a rewrite per file i.e. `(percent_add >= 0.5) AND (percent_delete >= 0.5) AND current_size > 50`. Note we require files to be more than 50 lines to avoid early contributions to a file being counted as a rewrite. This also avoids a bias to very small files, which may be more likely to be rewritten.
 
+[play](https://play.clickhouse.com/play?user=play#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)
 
 ```sql
 WITH
@@ -1599,6 +1666,8 @@ We query for lines added, joining this with the lines removed - filtering to cas
 
 Finally, we aggregate across this dataset to compute the average number of days lines stay in the repository by the day of the week.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 SELECT
     day_of_week_added,
@@ -1656,6 +1725,8 @@ GROUP BY dayOfWeek(added_day) AS day_of_week_added
 This query uses the same principle as [What weekday does the code have the highest chance to stay in the repository](#what-weekday-does-the-code-have-the-highest-chance-to-stay-in-the-repository) - by aiming to uniquely identify a line of code using the path and line contents.
 This allows us to identify the time between when a line was added and removed. We filter to current files and code only, however, and average the time for each file across lines.
 
+[play](https://play.clickhouse.com/play?user=play#V0lUSAogICAgY3VycmVudF9maWxlcyBBUwogICAgKAogICAgICAgIFNFTEVDVCBwYXRoCiAgICAgICAgRlJPTQogICAgICAgICgKICAgICAgICAgICAgU0VMRUNUCiAgICAgICAgICAgICAgICBvbGRfcGF0aCBBUyBwYXRoLAogICAgICAgICAgICAgICAgbWF4KHRpbWUpIEFTIGxhc3RfdGltZSwKICAgICAgICAgICAgICAgIDIgQVMgY2hhbmdlX3R5cGUKICAgICAgICAgICAgRlJPTSBnaXRfY2xpY2tob3VzZS5maWxlX2NoYW5nZXMKICAgICAgICAgICAgR1JPVVAgQlkgb2xkX3BhdGgKICAgICAgICAgICAgVU5JT04gQUxMCiAgICAgICAgICAgIFNFTEVDVAogICAgICAgICAgICAgICAgcGF0aCwKICAgICAgICAgICAgICAgIG1heCh0aW1lKSBBUyBsYXN0X3RpbWUsCiAgICAgICAgICAgICAgICBhcmdNYXgoY2hhbmdlX3R5cGUsIHRpbWUpIEFTIGNoYW5nZV90eXBlCiAgICAgICAgICAgIEZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCiAgICAgICAgICAgIEdST1VQIEJZIHBhdGgKICAgICAgICApCiAgICAgICAgR1JPVVAgQlkgcGF0aAogICAgICAgIEhBVklORyAoYXJnTWF4KGNoYW5nZV90eXBlLCBsYXN0X3RpbWUpICE9IDIpIEFORCAoTk9UIG1hdGNoKHBhdGgsICcoXmRibXMvKXwoXmxpYnMvKXwoXnRlc3RzL3Rlc3RmbG93cy8pfChecHJvZ3JhbXMvc2VydmVyL3N0b3JlLyknKSkKICAgICAgICBPUkRFUiBCWSBwYXRoIEFTQwogICAgKSwKICAgIGxpbmVzX3JlbW92ZWQgQVMKICAgICgKICAgICAgICBTRUxFQ1QKICAgICAgICAgICAgYWRkZWRfY29kZS5wYXRoIEFTIHBhdGgsCiAgICAgICAgICAgIGFkZGVkX2NvZGUubGluZSwKICAgICAgICAgICAgYWRkZWRfY29kZS50aW1lIEFTIGFkZGVkX2RheSwKICAgICAgICAgICAgZGF0ZURpZmYoJ2RheScsIGFkZGVkX2NvZGUudGltZSwgcmVtb3ZlZF9jb2RlLnRpbWUpIEFTIGRheXNfcHJlc2VudAogICAgICAgIEZST00KICAgICAgICAoCiAgICAgICAgICAgIFNFTEVDVAogICAgICAgICAgICAgICAgcGF0aCwKICAgICAgICAgICAgICAgIGxpbmUsCiAgICAgICAgICAgICAgICBtYXgodGltZSkgQVMgdGltZSwKICAgICAgICAgICAgICAgIGFueShmaWxlX2V4dGVuc2lvbikgQVMgZmlsZV9leHRlbnNpb24KICAgICAgICAgICAgRlJPTSBnaXRfY2xpY2tob3VzZS5saW5lX2NoYW5nZXMKICAgICAgICAgICAgV0hFUkUgKHNpZ24gPSAxKSBBTkQgKGxpbmVfdHlwZSBOT1QgSU4gKCdQdW5jdCcsICdFbXB0eScpKQogICAgICAgICAgICBHUk9VUCBCWQogICAgICAgICAgICAgICAgcGF0aCwKICAgICAgICAgICAgICAgIGxpbmUKICAgICAgICApIEFTIGFkZGVkX2NvZGUKICAgICAgICBJTk5FUiBKT0lOCiAgICAgICAgKAogICAgICAgICAgICBTRUxFQ1QKICAgICAgICAgICAgICAgIHBhdGgsCiAgICAgICAgICAgICAgICBsaW5lLAogICAgICAgICAgICAgICAgbWF4KHRpbWUpIEFTIHRpbWUKICAgICAgICAgICAgRlJPTSBnaXRfY2xpY2tob3VzZS5saW5lX2NoYW5nZXMKICAgICAgICAgICAgV0hFUkUgKHNpZ24gPSAtMSkgQU5EIChsaW5lX3R5cGUgTk9UIElOICgnUHVuY3QnLCAnRW1wdHknKSkKICAgICAgICAgICAgR1JPVVAgQlkKICAgICAgICAgICAgICAgIHBhdGgsCiAgICAgICAgICAgICAgICBsaW5lCiAgICAgICAgKSBBUyByZW1vdmVkX2NvZGUgVVNJTkcgKHBhdGgsIGxpbmUpCiAgICAgICAgV0hFUkUgKHJlbW92ZWRfY29kZS50aW1lID4gYWRkZWRfY29kZS50aW1lKSBBTkQgKHBhdGggSU4gKGN1cnJlbnRfZmlsZXMpKSBBTkQgKGZpbGVfZXh0ZW5zaW9uIElOICgnaCcsICdjcHAnLCAnc3FsJykpCiAgICApClNFTEVDVAogICAgcGF0aCwKICAgIGF2ZyhkYXlzX3ByZXNlbnQpIEFTIGF2Z19jb2RlX2FnZQpGUk9NIGxpbmVzX3JlbW92ZWQKR1JPVVAgQlkgcGF0aApPUkRFUiBCWSBhdmdfY29kZV9hZ2UgREVTQwpMSU1JVCAxMA==)
+
 ```sql
 WITH
     current_files AS
@@ -1745,6 +1816,8 @@ There are a few ways we can address this question. Focusing on the code to test
 
 Note we limit to users with more than 20 changes to focus on regular committers and avoid a bias to one-off contributions.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKChmaWxlX2V4dGVuc2lvbiBOT1QgSU4gKCdoJywgJ2NwcCcsICdzaCcsICdweScsICdleHBlY3QnKSkgQU5EIChwYXRoIExJS0UgJyV0ZXN0cyUnKSkgQVMgdGVzdCwKICAgIGNvdW50SWYoKGZpbGVfZXh0ZW5zaW9uIElOICgnaCcsICdjcHAnLCAnc3FsJykpIEFORCAoTk9UIChwYXRoIExJS0UgJyV0ZXN0cyUnKSkpIEFTIGNvZGUsCiAgICBjb2RlIC8gKGNvZGUgKyB0ZXN0KSBBUyByYXRpb19jb2RlCkZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCkdST1VQIEJZIGF1dGhvcgpIQVZJTkcgY29kZSA+IDIwCk9SREVSIEJZIGNvZGUgREVTQwpMSU1JVCAyMA==)
+
 ```sql
 SELECT
     author,
@@ -1785,6 +1858,8 @@ LIMIT 20
 
 We can plot this distribution as a histogram.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH (
         SELECT histogram(10)(ratio_code) AS hist
@@ -1825,6 +1900,8 @@ Most contributors write more code than tests, as you'd expect.
 
 What about who adds the most comments when contributing code?
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKGxpbmVfdHlwZSA9ICdDb21tZW50JykgQVMgY29tbWVudHMsCiAgICBjb3VudElmKGxpbmVfdHlwZSA9ICdDb2RlJykgQVMgY29kZSwKICAgIGNvbW1lbnRzIC8gKGNvbW1lbnRzICsgY29kZSkgQVMgcmF0aW9fY29tbWVudHMKRlJPTSBnaXRfY2xpY2tob3VzZS5saW5lX2NoYW5nZXMKV0hFUkUgKGZpbGVfZXh0ZW5zaW9uIElOICgnaCcsICdjcHAnLCAnc3FsJykpIEFORCAoc2lnbiA9IDEpCkdST1VQIEJZIGF1dGhvcgpIQVZJTkcgY29kZSA+IDIwCk9SREVSIEJZIGNvZGUgREVTQwpMSU1JVCAxMA==)
+
 ```sql
 SELECT
     author,
@@ -1853,23 +1930,14 @@ LIMIT 10
 
 10 rows in set. Elapsed: 0.047 sec. Processed 7.54 million rows, 31.57 MB (161.75 million rows/s., 677.77 MB/s.)
 ```
-
 Surprisingly high % for all our contributors and part of what makes our code so readable.
 
-
-``sql
-
-SELECT author, avg(ratio_comments) as avg_ratio_comments, sum(code) as code FROM (
-SELECT author, commit_hash, countIf(line_type = 'Comment') AS comments, countIf(line_type = 'Code') AS code,  if(comments > 0, comments / (comments + code), 0) AS ratio_comments FROM git.line_changes GROUP BY author, commit_hash
-) GROUP BY author ORDER BY code DESC LIMIT 10
-```
-
-
-
 ## How does an authors commits change over time with respect to code/comments percentage?
 
 To compute this by author is trivial,
 
+[play](#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKGxpbmVfdHlwZSA9ICdDb2RlJykgQVMgY29kZV9saW5lcywKICAgIGNvdW50SWYoKGxpbmVfdHlwZSA9ICdDb21tZW50JykgT1IgKGxpbmVfdHlwZSA9ICdQdW5jdCcpKSBBUyBjb21tZW50cywKICAgIGNvZGVfbGluZXMgLyAoY29tbWVudHMgKyBjb2RlX2xpbmVzKSBBUyByYXRpb19jb2RlLAogICAgdG9TdGFydE9mV2Vlayh0aW1lKSBBUyB3ZWVrCkZST00gZ2l0X2NsaWNraG91c2UubGluZV9jaGFuZ2VzCkdST1VQIEJZCiAgICB0aW1lLAogICAgYXV0aG9yCk9SREVSIEJZCiAgICBhdXRob3IgQVNDLAogICAgdGltZSBBU0MKTElNSVQgMTA=)
+
 ```sql
 SELECT
     author,
@@ -1908,6 +1976,8 @@ To compute this, we first work out each author's comments ratio over time - simi
 
 After calculating the average by-week offset across all authors, we sample these results by selecting every 10th week.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH author_ratios_by_offset AS
     (
@@ -1984,8 +2054,9 @@ Encouragingly, our comment % is pretty constant and doesn't degrade the longer a
 
 We can use the same principle as [List files that were rewritten most number of time or by most of authors](#list-files-that-were-rewritten-most-number-of-time-or-by-most-of-authors) to identify rewrites but consider all files. A window function is used to compute the time between rewrites for each file. From this, we can calculate an average and median across all files.
 
-```sql
+[play](https://play.clickhouse.com/play?user=play#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)
 
+```sql
 WITH
     changes AS
     (
@@ -2043,6 +2114,8 @@ FROM rewrites
 
 Similar to [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay) and [List files that were rewritten most number of time or by most of authors](#list-files-that-were-rewritten-most-number-of-time-or-by-most-of-authors), except we aggregate by day of week. Adjust as required e.g. month of year.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH
     changes AS
@@ -2105,6 +2178,8 @@ GROUP BY dayOfWeek
 
 We define "sticky" as how long does an author's code stay before its rewritten. Similar to the previous question [What is the average time before code will be rewritten and the median (half-life of code decay)?](#what-is-the-average-time-before-code-will-be-rewritten-and-the-median-half-life-of-code-decay) - using the same metric for rewrites i.e. 50% additions and 50% deletions to the file. We compute the average rewrite time per author and only consider contributors with more than two files.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH
     changes AS
@@ -2182,6 +2257,8 @@ This query first requires us to calculate the days when an author has committed.
 
 Our subsequent array functions compute each author's longest sequence of consecutive ones. First, the `groupArray` function is used to collate all `consecutive_day` values for an author. This array of 1s and 0s, is then split on 0 values into subarrays. Finally, we calculate the longest subarray.
 
+[play](https://play.clickhouse.com/play?user=play#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)
+
 ```sql
 WITH commit_days AS
     (
@@ -2233,6 +2310,7 @@ LIMIT 10
 
 Files can be renamed. When this occurs, we get a rename event, where the `path` column is set to the new path of the file and the `old_path` represents the previous location e.g.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICB0aW1lLAogICAgcGF0aCwKICAgIG9sZF9wYXRoLAogICAgY29tbWl0X2hhc2gsCiAgICBjb21taXRfbWVzc2FnZQpGUk9NIGdpdF9jbGlja2hvdXNlLmZpbGVfY2hhbmdlcwpXSEVSRSAocGF0aCA9ICdzcmMvU3RvcmFnZXMvU3RvcmFnZVJlcGxpY2F0ZWRNZXJnZVRyZWUuY3BwJykgQU5EIChjaGFuZ2VfdHlwZSA9ICdSZW5hbWUnKQ==)
 
 ```sql
 SELECT
@@ -2258,7 +2336,7 @@ To address this, we can use User Defined Functions (UDFs). These cannot, current
 This means we can only track renames to a maximum depth - the below example is 5 deep. It is unlikely a file will be renamed more times than this, so for now, this is sufficient.
 
 ```sql
-CREATE FUNCTION file_path_history AS (n) -> if(empty(n),  [], arrayConcat([n], file_history_01((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
+CREATE FUNCTION file_path_history AS (n) -> if(empty(n),  [], arrayConcat([n], file_path_history_01((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
 CREATE FUNCTION file_path_history_01 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_02((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
 CREATE FUNCTION file_path_history_02 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_03((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
 CREATE FUNCTION file_path_history_03 AS (n) -> if(isNull(n), [], arrayConcat([n], file_path_history_04((SELECT if(empty(old_path), Null, old_path) FROM git.file_changes WHERE path = n AND (change_type = 'Rename' OR change_type = 'Add') LIMIT 1))));
@@ -2270,6 +2348,8 @@ By calling `file_path_history('src/Storages/StorageReplicatedMergeTree.cpp')` we
 
 For example,
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUIGZpbGVfcGF0aF9oaXN0b3J5KCdzcmMvU3RvcmFnZXMvU3RvcmFnZVJlcGxpY2F0ZWRNZXJnZVRyZWUuY3BwJykgQVMgcGF0aHMK)
+
 ```sql
 SELECT file_path_history('src/Storages/StorageReplicatedMergeTree.cpp') AS paths
 
@@ -2282,6 +2362,8 @@ SELECT file_path_history('src/Storages/StorageReplicatedMergeTree.cpp') AS paths
 
 We can use this capability to now assemble the commits for the entire history of a file. In this example, we show one commit for each of the `path` values.
 
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICB0aW1lLAogICAgc3Vic3RyaW5nKGNvbW1pdF9oYXNoLCAxLCAxMSkgQVMgY29tbWl0LAogICAgY2hhbmdlX3R5cGUsCiAgICBhdXRob3IsCiAgICBwYXRoLAogICAgY29tbWl0X21lc3NhZ2UKRlJPTSBnaXRfY2xpY2tob3VzZS5maWxlX2NoYW5nZXMKV0hFUkUgcGF0aCBJTiBmaWxlX3BhdGhfaGlzdG9yeSgnc3JjL1N0b3JhZ2VzL1N0b3JhZ2VSZXBsaWNhdGVkTWVyZ2VUcmVlLmNwcCcpCk9SREVSIEJZIHRpbWUgREVTQwpMSU1JVCAxIEJZIHBhdGgKRk9STUFUIFByZXR0eUNvbXBhY3RNb25vQmxvY2s=)
+
 ```sql
 SELECT
     time,

From 5ec748c664b1fdae5acca024753e92fe7e610f99 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Fri, 11 Nov 2022 14:49:49 +0000
Subject: [PATCH 134/211] Fix function if in case of NULL and const Nullable
 arguments

---
 src/Functions/if.cpp                                          | 2 ++
 .../02479_if_with_null_and_cullable_const.reference           | 4 ++++
 .../0_stateless/02479_if_with_null_and_cullable_const.sql     | 3 +++
 3 files changed, 9 insertions(+)
 create mode 100644 tests/queries/0_stateless/02479_if_with_null_and_cullable_const.reference
 create mode 100644 tests/queries/0_stateless/02479_if_with_null_and_cullable_const.sql

diff --git a/src/Functions/if.cpp b/src/Functions/if.cpp
index 86707fc62d6..f3401713834 100644
--- a/src/Functions/if.cpp
+++ b/src/Functions/if.cpp
@@ -904,6 +904,7 @@ private:
 
             if (cond_col)
             {
+                arg_else_column = arg_else_column->convertToFullColumnIfConst();
                 auto result_column = IColumn::mutate(std::move(arg_else_column));
                 if (else_is_short)
                     result_column->expand(cond_col->getData(), true);
@@ -941,6 +942,7 @@ private:
 
             if (cond_col)
             {
+                arg_then_column = arg_then_column->convertToFullColumnIfConst();
                 auto result_column = IColumn::mutate(std::move(arg_then_column));
                 if (then_is_short)
                     result_column->expand(cond_col->getData(), false);
diff --git a/tests/queries/0_stateless/02479_if_with_null_and_cullable_const.reference b/tests/queries/0_stateless/02479_if_with_null_and_cullable_const.reference
new file mode 100644
index 00000000000..376364af7b4
--- /dev/null
+++ b/tests/queries/0_stateless/02479_if_with_null_and_cullable_const.reference
@@ -0,0 +1,4 @@
+1
+\N
+\N
+1
diff --git a/tests/queries/0_stateless/02479_if_with_null_and_cullable_const.sql b/tests/queries/0_stateless/02479_if_with_null_and_cullable_const.sql
new file mode 100644
index 00000000000..b684de88cb2
--- /dev/null
+++ b/tests/queries/0_stateless/02479_if_with_null_and_cullable_const.sql
@@ -0,0 +1,3 @@
+SELECT if(number % 2, NULL, toNullable(1)) FROM numbers(2);
+SELECT if(number % 2, toNullable(1), NULL) FROM numbers(2);
+

From 28c090f7a553d7d5161c3d2c8b8bbf23498d82d4 Mon Sep 17 00:00:00 2001
From: avogar <pav.cruglov@yandex.ru>
Date: Fri, 11 Nov 2022 15:42:53 +0000
Subject: [PATCH 135/211] Fix decimal math overflow in parsing datetime with
 'best effort' algorithm

---
 src/IO/ReadHelpers.h                                         | 5 +++--
 src/IO/parseDateTimeBestEffort.cpp                           | 3 +++
 ...02480_parse_date_time_best_effort_math_overflow.reference | 3 +++
 .../02480_parse_date_time_best_effort_math_overflow.sql      | 3 +++
 4 files changed, 12 insertions(+), 2 deletions(-)
 create mode 100644 tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.reference
 create mode 100644 tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.sql

diff --git a/src/IO/ReadHelpers.h b/src/IO/ReadHelpers.h
index 27a24eef804..7156ac0ceb3 100644
--- a/src/IO/ReadHelpers.h
+++ b/src/IO/ReadHelpers.h
@@ -964,15 +964,16 @@ inline ReturnType readDateTimeTextImpl(DateTime64 & datetime64, UInt32 scale, Re
         components.whole = components.whole / common::exp10_i32(scale);
     }
 
+    bool is_ok = true;
     if constexpr (std::is_same_v<ReturnType, void>)
         datetime64 = DecimalUtils::decimalFromComponents<DateTime64>(components, scale);
     else
-        DecimalUtils::tryGetDecimalFromComponents<DateTime64>(components, scale, datetime64);
+        is_ok = DecimalUtils::tryGetDecimalFromComponents<DateTime64>(components, scale, datetime64);
 
     datetime64 *= negative_multiplier;
 
 
-    return ReturnType(true);
+    return ReturnType(is_ok);
 }
 
 inline void readDateTimeText(time_t & datetime, ReadBuffer & buf, const DateLUTImpl & time_zone = DateLUT::instance())
diff --git a/src/IO/parseDateTimeBestEffort.cpp b/src/IO/parseDateTimeBestEffort.cpp
index 1dd06401bf1..e0cba169e81 100644
--- a/src/IO/parseDateTimeBestEffort.cpp
+++ b/src/IO/parseDateTimeBestEffort.cpp
@@ -659,6 +659,9 @@ ReturnType parseDateTime64BestEffortImpl(DateTime64 & res, UInt32 scale, ReadBuf
         fractional *= common::exp10_i64(scale - subsecond.digits);
     }
 
+    if constexpr (std::is_same_v<ReturnType, bool>)
+        return DecimalUtils::tryGetDecimalFromComponents<DateTime64>(whole, fractional, scale, res);
+
     res = DecimalUtils::decimalFromComponents<DateTime64>(whole, fractional, scale);
     return ReturnType(true);
 }
diff --git a/tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.reference b/tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.reference
new file mode 100644
index 00000000000..1515932af18
--- /dev/null
+++ b/tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.reference
@@ -0,0 +1,3 @@
+9279104479c7da1114861274de32208ead91b60e
+\N
+\N
diff --git a/tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.sql b/tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.sql
new file mode 100644
index 00000000000..5102fb47204
--- /dev/null
+++ b/tests/queries/0_stateless/02480_parse_date_time_best_effort_math_overflow.sql
@@ -0,0 +1,3 @@
+select * from format(TSV, '9279104479c7da1114861274de32208ead91b60e') settings date_time_input_format='best_effort';
+select parseDateTime64BestEffortOrNull('9279104477', 9);
+select toDateTime64OrNull('9279104477', 9);

From 616da1f69553a21e101fd8297d9b2ff451547a6d Mon Sep 17 00:00:00 2001
From: kssenii <sumarokovakseniia@mail.ru>
Date: Fri, 11 Nov 2022 13:04:35 +0100
Subject: [PATCH 136/211] Review fixed, style check fix

---
 src/Common/ErrorCodes.cpp                     |  2 +-
 src/Storages/NamedCollections.cpp             | 24 +++++++++----------
 .../01271_show_privileges.reference           |  1 +
 .../02117_show_create_table_system.reference  |  6 ++---
 utils/check-style/check-style                 |  2 +-
 5 files changed, 18 insertions(+), 17 deletions(-)

diff --git a/src/Common/ErrorCodes.cpp b/src/Common/ErrorCodes.cpp
index ce96b1a9917..2bc5d70421a 100644
--- a/src/Common/ErrorCodes.cpp
+++ b/src/Common/ErrorCodes.cpp
@@ -638,7 +638,7 @@
     M(667, NOT_INITIALIZED) \
     M(668, INVALID_STATE) \
     M(669, UNKNOWN_NAMED_COLLECTION) \
-    M(669, NAMED_COLLECTION_ALREADY_EXISTS) \
+    M(670, NAMED_COLLECTION_ALREADY_EXISTS) \
     \
     M(999, KEEPER_EXCEPTION) \
     M(1000, POCO_EXCEPTION) \
diff --git a/src/Storages/NamedCollections.cpp b/src/Storages/NamedCollections.cpp
index 60c11c90b0a..67847635f3f 100644
--- a/src/Storages/NamedCollections.cpp
+++ b/src/Storages/NamedCollections.cpp
@@ -18,18 +18,19 @@
 namespace DB
 {
 
-static constexpr auto NAMED_COLLECTIONS_CONFIG_PREFIX = "named_collections";
-
 namespace ErrorCodes
 {
     extern const int UNKNOWN_NAMED_COLLECTION;
     extern const int NAMED_COLLECTION_ALREADY_EXISTS;
     extern const int BAD_ARGUMENTS;
     extern const int NOT_IMPLEMENTED;
+    extern const int LOGICAL_ERROR;
 }
 
 namespace
 {
+    constexpr auto NAMED_COLLECTIONS_CONFIG_PREFIX = "named_collections";
+
     std::string getCollectionPrefix(const std::string & collection_name)
     {
         return fmt::format("{}.{}", NAMED_COLLECTIONS_CONFIG_PREFIX, collection_name);
@@ -49,7 +50,7 @@ namespace
     /// the `result` will contain two strings: "root.key1.key2" and "root.key1.key3.key4"
     void collectKeys(
         const Poco::Util::AbstractConfiguration & config,
-        std::queue<std::string> & enumerate_paths,
+        std::queue<std::string> enumerate_paths,
         std::set<std::string> & result)
     {
         if (enumerate_paths.empty())
@@ -241,8 +242,7 @@ NamedCollectionFactory::NamedCollections NamedCollectionFactory::getAll() const
 class NamedCollection::Impl
 {
 private:
-    using IConfigurationPtr = Poco::AutoPtr<Poco::Util::AbstractConfiguration>;
-    using ConfigurationPtr = Poco::AutoPtr<Poco::Util::XMLConfiguration>;
+    using ConfigurationPtr = Poco::AutoPtr<Poco::Util::AbstractConfiguration>;
 
     ///  Named collection configuration
     ///  <collection1>
@@ -270,7 +270,7 @@ public:
 
     template <typename T> T getOrDefault(const Key & key, const T & default_value) const
     {
-        return getConfigValueOrDefault<T>(*config, key, default_value);
+        return getConfigValueOrDefault<T>(*config, key, &default_value);
     }
 
     template <typename T> void set(const Key & key, const T & value, bool update_if_exists)
@@ -312,9 +312,9 @@ public:
         /// to a string:
         /// "key0: value0
         ///  key1:
-        ///  	key2: value2
-        ///  	key3:
-        ///  		key4: value3"
+        ///     key2: value2
+        ///     key3:
+        ///        key4: value3"
         WriteBufferFromOwnString wb;
         Strings prev_key_parts;
         for (const auto & key : keys)
@@ -359,7 +359,7 @@ private:
     template <typename T> static T getConfigValueOrDefault(
         const Poco::Util::AbstractConfiguration & config,
         const std::string & path,
-        const std::optional<T> & default_value = std::nullopt)
+        const T * default_value = nullptr)
     {
         if (!config.has(path))
         {
@@ -477,7 +477,7 @@ NamedCollectionPtr NamedCollection::create(
     std::set<std::string> enumerate_result;
 
     enumerate_input.push(collection_prefix);
-    collectKeys(config, enumerate_input, enumerate_result);
+    collectKeys(config, std::move(enumerate_input), enumerate_result);
 
     /// Collection does not have any keys.
     /// (`enumerate_result` == <collection_path>).
@@ -487,7 +487,7 @@ NamedCollectionPtr NamedCollection::create(
     {
         /// Skip collection prefix and add +1 to avoid '.' in the beginning.
         for (const auto & path : enumerate_result)
-            keys.emplace(path.substr(std::strlen(collection_prefix.data()) + 1));
+            keys.emplace(path.substr(collection_prefix.size() + 1));
     }
     return std::make_unique<NamedCollection>(config, collection_name, keys);
 }
diff --git a/tests/queries/0_stateless/01271_show_privileges.reference b/tests/queries/0_stateless/01271_show_privileges.reference
index b332a7d71f7..59c7d978493 100644
--- a/tests/queries/0_stateless/01271_show_privileges.reference
+++ b/tests/queries/0_stateless/01271_show_privileges.reference
@@ -85,6 +85,7 @@ SHOW ROLES	['SHOW CREATE ROLE']	GLOBAL	SHOW ACCESS
 SHOW ROW POLICIES	['SHOW POLICIES','SHOW CREATE ROW POLICY','SHOW CREATE POLICY']	TABLE	SHOW ACCESS
 SHOW QUOTAS	['SHOW CREATE QUOTA']	GLOBAL	SHOW ACCESS
 SHOW SETTINGS PROFILES	['SHOW PROFILES','SHOW CREATE SETTINGS PROFILE','SHOW CREATE PROFILE']	GLOBAL	SHOW ACCESS
+SHOW NAMED COLLECTIONS	['SHOW NAMED COLLECTIONS']	GLOBAL	SHOW ACCESS
 SHOW ACCESS	[]	\N	ACCESS MANAGEMENT
 ACCESS MANAGEMENT	[]	\N	ALL
 SYSTEM SHUTDOWN	['SYSTEM KILL','SHUTDOWN']	GLOBAL	SYSTEM
diff --git a/tests/queries/0_stateless/02117_show_create_table_system.reference b/tests/queries/0_stateless/02117_show_create_table_system.reference
index 4d705e4b0d1..093e72a092a 100644
--- a/tests/queries/0_stateless/02117_show_create_table_system.reference
+++ b/tests/queries/0_stateless/02117_show_create_table_system.reference
@@ -281,7 +281,7 @@ CREATE TABLE system.grants
 (
     `user_name` Nullable(String),
     `role_name` Nullable(String),
-    `access_type` Enum16('SHOW DATABASES' = 0, 'SHOW TABLES' = 1, 'SHOW COLUMNS' = 2, 'SHOW DICTIONARIES' = 3, 'SHOW' = 4, 'SHOW FILESYSTEM CACHES' = 5, 'SELECT' = 6, 'INSERT' = 7, 'ALTER UPDATE' = 8, 'ALTER DELETE' = 9, 'ALTER ADD COLUMN' = 10, 'ALTER MODIFY COLUMN' = 11, 'ALTER DROP COLUMN' = 12, 'ALTER COMMENT COLUMN' = 13, 'ALTER CLEAR COLUMN' = 14, 'ALTER RENAME COLUMN' = 15, 'ALTER MATERIALIZE COLUMN' = 16, 'ALTER COLUMN' = 17, 'ALTER MODIFY COMMENT' = 18, 'ALTER ORDER BY' = 19, 'ALTER SAMPLE BY' = 20, 'ALTER ADD INDEX' = 21, 'ALTER DROP INDEX' = 22, 'ALTER MATERIALIZE INDEX' = 23, 'ALTER CLEAR INDEX' = 24, 'ALTER INDEX' = 25, 'ALTER ADD PROJECTION' = 26, 'ALTER DROP PROJECTION' = 27, 'ALTER MATERIALIZE PROJECTION' = 28, 'ALTER CLEAR PROJECTION' = 29, 'ALTER PROJECTION' = 30, 'ALTER ADD CONSTRAINT' = 31, 'ALTER DROP CONSTRAINT' = 32, 'ALTER CONSTRAINT' = 33, 'ALTER TTL' = 34, 'ALTER MATERIALIZE TTL' = 35, 'ALTER SETTINGS' = 36, 'ALTER MOVE PARTITION' = 37, 'ALTER FETCH PARTITION' = 38, 'ALTER FREEZE PARTITION' = 39, 'ALTER DATABASE SETTINGS' = 40, 'ALTER TABLE' = 41, 'ALTER DATABASE' = 42, 'ALTER VIEW REFRESH' = 43, 'ALTER VIEW MODIFY QUERY' = 44, 'ALTER VIEW' = 45, 'ALTER' = 46, 'CREATE DATABASE' = 47, 'CREATE TABLE' = 48, 'CREATE VIEW' = 49, 'CREATE DICTIONARY' = 50, 'CREATE TEMPORARY TABLE' = 51, 'CREATE FUNCTION' = 52, 'CREATE' = 53, 'DROP DATABASE' = 54, 'DROP TABLE' = 55, 'DROP VIEW' = 56, 'DROP DICTIONARY' = 57, 'DROP FUNCTION' = 58, 'DROP' = 59, 'TRUNCATE' = 60, 'OPTIMIZE' = 61, 'BACKUP' = 62, 'KILL QUERY' = 63, 'KILL TRANSACTION' = 64, 'MOVE PARTITION BETWEEN SHARDS' = 65, 'CREATE USER' = 66, 'ALTER USER' = 67, 'DROP USER' = 68, 'CREATE ROLE' = 69, 'ALTER ROLE' = 70, 'DROP ROLE' = 71, 'ROLE ADMIN' = 72, 'CREATE ROW POLICY' = 73, 'ALTER ROW POLICY' = 74, 'DROP ROW POLICY' = 75, 'CREATE QUOTA' = 76, 'ALTER QUOTA' = 77, 'DROP QUOTA' = 78, 'CREATE SETTINGS PROFILE' = 79, 'ALTER SETTINGS PROFILE' = 80, 'DROP SETTINGS PROFILE' = 81, 'SHOW USERS' = 82, 'SHOW ROLES' = 83, 'SHOW ROW POLICIES' = 84, 'SHOW QUOTAS' = 85, 'SHOW SETTINGS PROFILES' = 86, 'SHOW ACCESS' = 87, 'ACCESS MANAGEMENT' = 88, 'SYSTEM SHUTDOWN' = 89, 'SYSTEM DROP DNS CACHE' = 90, 'SYSTEM DROP MARK CACHE' = 91, 'SYSTEM DROP UNCOMPRESSED CACHE' = 92, 'SYSTEM DROP MMAP CACHE' = 93, 'SYSTEM DROP COMPILED EXPRESSION CACHE' = 94, 'SYSTEM DROP FILESYSTEM CACHE' = 95, 'SYSTEM DROP SCHEMA CACHE' = 96, 'SYSTEM DROP CACHE' = 97, 'SYSTEM RELOAD CONFIG' = 98, 'SYSTEM RELOAD USERS' = 99, 'SYSTEM RELOAD SYMBOLS' = 100, 'SYSTEM RELOAD DICTIONARY' = 101, 'SYSTEM RELOAD MODEL' = 102, 'SYSTEM RELOAD FUNCTION' = 103, 'SYSTEM RELOAD EMBEDDED DICTIONARIES' = 104, 'SYSTEM RELOAD' = 105, 'SYSTEM RESTART DISK' = 106, 'SYSTEM MERGES' = 107, 'SYSTEM TTL MERGES' = 108, 'SYSTEM FETCHES' = 109, 'SYSTEM MOVES' = 110, 'SYSTEM DISTRIBUTED SENDS' = 111, 'SYSTEM REPLICATED SENDS' = 112, 'SYSTEM SENDS' = 113, 'SYSTEM REPLICATION QUEUES' = 114, 'SYSTEM DROP REPLICA' = 115, 'SYSTEM SYNC REPLICA' = 116, 'SYSTEM RESTART REPLICA' = 117, 'SYSTEM RESTORE REPLICA' = 118, 'SYSTEM SYNC DATABASE REPLICA' = 119, 'SYSTEM SYNC TRANSACTION LOG' = 120, 'SYSTEM FLUSH DISTRIBUTED' = 121, 'SYSTEM FLUSH LOGS' = 122, 'SYSTEM FLUSH' = 123, 'SYSTEM THREAD FUZZER' = 124, 'SYSTEM UNFREEZE' = 125, 'SYSTEM' = 126, 'dictGet' = 127, 'addressToLine' = 128, 'addressToLineWithInlines' = 129, 'addressToSymbol' = 130, 'demangle' = 131, 'INTROSPECTION' = 132, 'FILE' = 133, 'URL' = 134, 'REMOTE' = 135, 'MONGO' = 136, 'MEILISEARCH' = 137, 'MYSQL' = 138, 'POSTGRES' = 139, 'SQLITE' = 140, 'ODBC' = 141, 'JDBC' = 142, 'HDFS' = 143, 'S3' = 144, 'HIVE' = 145, 'SOURCES' = 146, 'CLUSTER' = 147, 'ALL' = 148, 'NONE' = 149),
+    `access_type` Enum16('SHOW DATABASES' = 0, 'SHOW TABLES' = 1, 'SHOW COLUMNS' = 2, 'SHOW DICTIONARIES' = 3, 'SHOW' = 4, 'SHOW FILESYSTEM CACHES' = 5, 'SELECT' = 6, 'INSERT' = 7, 'ALTER UPDATE' = 8, 'ALTER DELETE' = 9, 'ALTER ADD COLUMN' = 10, 'ALTER MODIFY COLUMN' = 11, 'ALTER DROP COLUMN' = 12, 'ALTER COMMENT COLUMN' = 13, 'ALTER CLEAR COLUMN' = 14, 'ALTER RENAME COLUMN' = 15, 'ALTER MATERIALIZE COLUMN' = 16, 'ALTER COLUMN' = 17, 'ALTER MODIFY COMMENT' = 18, 'ALTER ORDER BY' = 19, 'ALTER SAMPLE BY' = 20, 'ALTER ADD INDEX' = 21, 'ALTER DROP INDEX' = 22, 'ALTER MATERIALIZE INDEX' = 23, 'ALTER CLEAR INDEX' = 24, 'ALTER INDEX' = 25, 'ALTER ADD PROJECTION' = 26, 'ALTER DROP PROJECTION' = 27, 'ALTER MATERIALIZE PROJECTION' = 28, 'ALTER CLEAR PROJECTION' = 29, 'ALTER PROJECTION' = 30, 'ALTER ADD CONSTRAINT' = 31, 'ALTER DROP CONSTRAINT' = 32, 'ALTER CONSTRAINT' = 33, 'ALTER TTL' = 34, 'ALTER MATERIALIZE TTL' = 35, 'ALTER SETTINGS' = 36, 'ALTER MOVE PARTITION' = 37, 'ALTER FETCH PARTITION' = 38, 'ALTER FREEZE PARTITION' = 39, 'ALTER DATABASE SETTINGS' = 40, 'ALTER TABLE' = 41, 'ALTER DATABASE' = 42, 'ALTER VIEW REFRESH' = 43, 'ALTER VIEW MODIFY QUERY' = 44, 'ALTER VIEW' = 45, 'ALTER' = 46, 'CREATE DATABASE' = 47, 'CREATE TABLE' = 48, 'CREATE VIEW' = 49, 'CREATE DICTIONARY' = 50, 'CREATE TEMPORARY TABLE' = 51, 'CREATE FUNCTION' = 52, 'CREATE' = 53, 'DROP DATABASE' = 54, 'DROP TABLE' = 55, 'DROP VIEW' = 56, 'DROP DICTIONARY' = 57, 'DROP FUNCTION' = 58, 'DROP' = 59, 'TRUNCATE' = 60, 'OPTIMIZE' = 61, 'BACKUP' = 62, 'KILL QUERY' = 63, 'KILL TRANSACTION' = 64, 'MOVE PARTITION BETWEEN SHARDS' = 65, 'CREATE USER' = 66, 'ALTER USER' = 67, 'DROP USER' = 68, 'CREATE ROLE' = 69, 'ALTER ROLE' = 70, 'DROP ROLE' = 71, 'ROLE ADMIN' = 72, 'CREATE ROW POLICY' = 73, 'ALTER ROW POLICY' = 74, 'DROP ROW POLICY' = 75, 'CREATE QUOTA' = 76, 'ALTER QUOTA' = 77, 'DROP QUOTA' = 78, 'CREATE SETTINGS PROFILE' = 79, 'ALTER SETTINGS PROFILE' = 80, 'DROP SETTINGS PROFILE' = 81, 'SHOW USERS' = 82, 'SHOW ROLES' = 83, 'SHOW ROW POLICIES' = 84, 'SHOW QUOTAS' = 85, 'SHOW SETTINGS PROFILES' = 86, 'SHOW NAMED COLLECTIONS' = 87, 'SHOW ACCESS' = 88, 'ACCESS MANAGEMENT' = 89, 'SYSTEM SHUTDOWN' = 90, 'SYSTEM DROP DNS CACHE' = 91, 'SYSTEM DROP MARK CACHE' = 92, 'SYSTEM DROP UNCOMPRESSED CACHE' = 93, 'SYSTEM DROP MMAP CACHE' = 94, 'SYSTEM DROP COMPILED EXPRESSION CACHE' = 95, 'SYSTEM DROP FILESYSTEM CACHE' = 96, 'SYSTEM DROP SCHEMA CACHE' = 97, 'SYSTEM DROP CACHE' = 98, 'SYSTEM RELOAD CONFIG' = 99, 'SYSTEM RELOAD USERS' = 100, 'SYSTEM RELOAD SYMBOLS' = 101, 'SYSTEM RELOAD DICTIONARY' = 102, 'SYSTEM RELOAD MODEL' = 103, 'SYSTEM RELOAD FUNCTION' = 104, 'SYSTEM RELOAD EMBEDDED DICTIONARIES' = 105, 'SYSTEM RELOAD' = 106, 'SYSTEM RESTART DISK' = 107, 'SYSTEM MERGES' = 108, 'SYSTEM TTL MERGES' = 109, 'SYSTEM FETCHES' = 110, 'SYSTEM MOVES' = 111, 'SYSTEM DISTRIBUTED SENDS' = 112, 'SYSTEM REPLICATED SENDS' = 113, 'SYSTEM SENDS' = 114, 'SYSTEM REPLICATION QUEUES' = 115, 'SYSTEM DROP REPLICA' = 116, 'SYSTEM SYNC REPLICA' = 117, 'SYSTEM RESTART REPLICA' = 118, 'SYSTEM RESTORE REPLICA' = 119, 'SYSTEM SYNC DATABASE REPLICA' = 120, 'SYSTEM SYNC TRANSACTION LOG' = 121, 'SYSTEM FLUSH DISTRIBUTED' = 122, 'SYSTEM FLUSH LOGS' = 123, 'SYSTEM FLUSH' = 124, 'SYSTEM THREAD FUZZER' = 125, 'SYSTEM UNFREEZE' = 126, 'SYSTEM' = 127, 'dictGet' = 128, 'addressToLine' = 129, 'addressToLineWithInlines' = 130, 'addressToSymbol' = 131, 'demangle' = 132, 'INTROSPECTION' = 133, 'FILE' = 134, 'URL' = 135, 'REMOTE' = 136, 'MONGO' = 137, 'MEILISEARCH' = 138, 'MYSQL' = 139, 'POSTGRES' = 140, 'SQLITE' = 141, 'ODBC' = 142, 'JDBC' = 143, 'HDFS' = 144, 'S3' = 145, 'HIVE' = 146, 'SOURCES' = 147, 'CLUSTER' = 148, 'ALL' = 149, 'NONE' = 150),
     `database` Nullable(String),
     `table` Nullable(String),
     `column` Nullable(String),
@@ -544,10 +544,10 @@ ENGINE = SystemPartsColumns
 COMMENT 'SYSTEM TABLE is built on the fly.'
 CREATE TABLE system.privileges
 (
-    `privilege` Enum16('SHOW DATABASES' = 0, 'SHOW TABLES' = 1, 'SHOW COLUMNS' = 2, 'SHOW DICTIONARIES' = 3, 'SHOW' = 4, 'SHOW FILESYSTEM CACHES' = 5, 'SELECT' = 6, 'INSERT' = 7, 'ALTER UPDATE' = 8, 'ALTER DELETE' = 9, 'ALTER ADD COLUMN' = 10, 'ALTER MODIFY COLUMN' = 11, 'ALTER DROP COLUMN' = 12, 'ALTER COMMENT COLUMN' = 13, 'ALTER CLEAR COLUMN' = 14, 'ALTER RENAME COLUMN' = 15, 'ALTER MATERIALIZE COLUMN' = 16, 'ALTER COLUMN' = 17, 'ALTER MODIFY COMMENT' = 18, 'ALTER ORDER BY' = 19, 'ALTER SAMPLE BY' = 20, 'ALTER ADD INDEX' = 21, 'ALTER DROP INDEX' = 22, 'ALTER MATERIALIZE INDEX' = 23, 'ALTER CLEAR INDEX' = 24, 'ALTER INDEX' = 25, 'ALTER ADD PROJECTION' = 26, 'ALTER DROP PROJECTION' = 27, 'ALTER MATERIALIZE PROJECTION' = 28, 'ALTER CLEAR PROJECTION' = 29, 'ALTER PROJECTION' = 30, 'ALTER ADD CONSTRAINT' = 31, 'ALTER DROP CONSTRAINT' = 32, 'ALTER CONSTRAINT' = 33, 'ALTER TTL' = 34, 'ALTER MATERIALIZE TTL' = 35, 'ALTER SETTINGS' = 36, 'ALTER MOVE PARTITION' = 37, 'ALTER FETCH PARTITION' = 38, 'ALTER FREEZE PARTITION' = 39, 'ALTER DATABASE SETTINGS' = 40, 'ALTER TABLE' = 41, 'ALTER DATABASE' = 42, 'ALTER VIEW REFRESH' = 43, 'ALTER VIEW MODIFY QUERY' = 44, 'ALTER VIEW' = 45, 'ALTER' = 46, 'CREATE DATABASE' = 47, 'CREATE TABLE' = 48, 'CREATE VIEW' = 49, 'CREATE DICTIONARY' = 50, 'CREATE TEMPORARY TABLE' = 51, 'CREATE FUNCTION' = 52, 'CREATE' = 53, 'DROP DATABASE' = 54, 'DROP TABLE' = 55, 'DROP VIEW' = 56, 'DROP DICTIONARY' = 57, 'DROP FUNCTION' = 58, 'DROP' = 59, 'TRUNCATE' = 60, 'OPTIMIZE' = 61, 'BACKUP' = 62, 'KILL QUERY' = 63, 'KILL TRANSACTION' = 64, 'MOVE PARTITION BETWEEN SHARDS' = 65, 'CREATE USER' = 66, 'ALTER USER' = 67, 'DROP USER' = 68, 'CREATE ROLE' = 69, 'ALTER ROLE' = 70, 'DROP ROLE' = 71, 'ROLE ADMIN' = 72, 'CREATE ROW POLICY' = 73, 'ALTER ROW POLICY' = 74, 'DROP ROW POLICY' = 75, 'CREATE QUOTA' = 76, 'ALTER QUOTA' = 77, 'DROP QUOTA' = 78, 'CREATE SETTINGS PROFILE' = 79, 'ALTER SETTINGS PROFILE' = 80, 'DROP SETTINGS PROFILE' = 81, 'SHOW USERS' = 82, 'SHOW ROLES' = 83, 'SHOW ROW POLICIES' = 84, 'SHOW QUOTAS' = 85, 'SHOW SETTINGS PROFILES' = 86, 'SHOW ACCESS' = 87, 'ACCESS MANAGEMENT' = 88, 'SYSTEM SHUTDOWN' = 89, 'SYSTEM DROP DNS CACHE' = 90, 'SYSTEM DROP MARK CACHE' = 91, 'SYSTEM DROP UNCOMPRESSED CACHE' = 92, 'SYSTEM DROP MMAP CACHE' = 93, 'SYSTEM DROP COMPILED EXPRESSION CACHE' = 94, 'SYSTEM DROP FILESYSTEM CACHE' = 95, 'SYSTEM DROP SCHEMA CACHE' = 96, 'SYSTEM DROP CACHE' = 97, 'SYSTEM RELOAD CONFIG' = 98, 'SYSTEM RELOAD USERS' = 99, 'SYSTEM RELOAD SYMBOLS' = 100, 'SYSTEM RELOAD DICTIONARY' = 101, 'SYSTEM RELOAD MODEL' = 102, 'SYSTEM RELOAD FUNCTION' = 103, 'SYSTEM RELOAD EMBEDDED DICTIONARIES' = 104, 'SYSTEM RELOAD' = 105, 'SYSTEM RESTART DISK' = 106, 'SYSTEM MERGES' = 107, 'SYSTEM TTL MERGES' = 108, 'SYSTEM FETCHES' = 109, 'SYSTEM MOVES' = 110, 'SYSTEM DISTRIBUTED SENDS' = 111, 'SYSTEM REPLICATED SENDS' = 112, 'SYSTEM SENDS' = 113, 'SYSTEM REPLICATION QUEUES' = 114, 'SYSTEM DROP REPLICA' = 115, 'SYSTEM SYNC REPLICA' = 116, 'SYSTEM RESTART REPLICA' = 117, 'SYSTEM RESTORE REPLICA' = 118, 'SYSTEM SYNC DATABASE REPLICA' = 119, 'SYSTEM SYNC TRANSACTION LOG' = 120, 'SYSTEM FLUSH DISTRIBUTED' = 121, 'SYSTEM FLUSH LOGS' = 122, 'SYSTEM FLUSH' = 123, 'SYSTEM THREAD FUZZER' = 124, 'SYSTEM UNFREEZE' = 125, 'SYSTEM' = 126, 'dictGet' = 127, 'addressToLine' = 128, 'addressToLineWithInlines' = 129, 'addressToSymbol' = 130, 'demangle' = 131, 'INTROSPECTION' = 132, 'FILE' = 133, 'URL' = 134, 'REMOTE' = 135, 'MONGO' = 136, 'MEILISEARCH' = 137, 'MYSQL' = 138, 'POSTGRES' = 139, 'SQLITE' = 140, 'ODBC' = 141, 'JDBC' = 142, 'HDFS' = 143, 'S3' = 144, 'HIVE' = 145, 'SOURCES' = 146, 'CLUSTER' = 147, 'ALL' = 148, 'NONE' = 149),
+    `privilege` Enum16('SHOW DATABASES' = 0, 'SHOW TABLES' = 1, 'SHOW COLUMNS' = 2, 'SHOW DICTIONARIES' = 3, 'SHOW' = 4, 'SHOW FILESYSTEM CACHES' = 5, 'SELECT' = 6, 'INSERT' = 7, 'ALTER UPDATE' = 8, 'ALTER DELETE' = 9, 'ALTER ADD COLUMN' = 10, 'ALTER MODIFY COLUMN' = 11, 'ALTER DROP COLUMN' = 12, 'ALTER COMMENT COLUMN' = 13, 'ALTER CLEAR COLUMN' = 14, 'ALTER RENAME COLUMN' = 15, 'ALTER MATERIALIZE COLUMN' = 16, 'ALTER COLUMN' = 17, 'ALTER MODIFY COMMENT' = 18, 'ALTER ORDER BY' = 19, 'ALTER SAMPLE BY' = 20, 'ALTER ADD INDEX' = 21, 'ALTER DROP INDEX' = 22, 'ALTER MATERIALIZE INDEX' = 23, 'ALTER CLEAR INDEX' = 24, 'ALTER INDEX' = 25, 'ALTER ADD PROJECTION' = 26, 'ALTER DROP PROJECTION' = 27, 'ALTER MATERIALIZE PROJECTION' = 28, 'ALTER CLEAR PROJECTION' = 29, 'ALTER PROJECTION' = 30, 'ALTER ADD CONSTRAINT' = 31, 'ALTER DROP CONSTRAINT' = 32, 'ALTER CONSTRAINT' = 33, 'ALTER TTL' = 34, 'ALTER MATERIALIZE TTL' = 35, 'ALTER SETTINGS' = 36, 'ALTER MOVE PARTITION' = 37, 'ALTER FETCH PARTITION' = 38, 'ALTER FREEZE PARTITION' = 39, 'ALTER DATABASE SETTINGS' = 40, 'ALTER TABLE' = 41, 'ALTER DATABASE' = 42, 'ALTER VIEW REFRESH' = 43, 'ALTER VIEW MODIFY QUERY' = 44, 'ALTER VIEW' = 45, 'ALTER' = 46, 'CREATE DATABASE' = 47, 'CREATE TABLE' = 48, 'CREATE VIEW' = 49, 'CREATE DICTIONARY' = 50, 'CREATE TEMPORARY TABLE' = 51, 'CREATE FUNCTION' = 52, 'CREATE' = 53, 'DROP DATABASE' = 54, 'DROP TABLE' = 55, 'DROP VIEW' = 56, 'DROP DICTIONARY' = 57, 'DROP FUNCTION' = 58, 'DROP' = 59, 'TRUNCATE' = 60, 'OPTIMIZE' = 61, 'BACKUP' = 62, 'KILL QUERY' = 63, 'KILL TRANSACTION' = 64, 'MOVE PARTITION BETWEEN SHARDS' = 65, 'CREATE USER' = 66, 'ALTER USER' = 67, 'DROP USER' = 68, 'CREATE ROLE' = 69, 'ALTER ROLE' = 70, 'DROP ROLE' = 71, 'ROLE ADMIN' = 72, 'CREATE ROW POLICY' = 73, 'ALTER ROW POLICY' = 74, 'DROP ROW POLICY' = 75, 'CREATE QUOTA' = 76, 'ALTER QUOTA' = 77, 'DROP QUOTA' = 78, 'CREATE SETTINGS PROFILE' = 79, 'ALTER SETTINGS PROFILE' = 80, 'DROP SETTINGS PROFILE' = 81, 'SHOW USERS' = 82, 'SHOW ROLES' = 83, 'SHOW ROW POLICIES' = 84, 'SHOW QUOTAS' = 85, 'SHOW SETTINGS PROFILES' = 86, 'SHOW NAMED COLLECTIONS' = 87, 'SHOW ACCESS' = 88, 'ACCESS MANAGEMENT' = 89, 'SYSTEM SHUTDOWN' = 90, 'SYSTEM DROP DNS CACHE' = 91, 'SYSTEM DROP MARK CACHE' = 92, 'SYSTEM DROP UNCOMPRESSED CACHE' = 93, 'SYSTEM DROP MMAP CACHE' = 94, 'SYSTEM DROP COMPILED EXPRESSION CACHE' = 95, 'SYSTEM DROP FILESYSTEM CACHE' = 96, 'SYSTEM DROP SCHEMA CACHE' = 97, 'SYSTEM DROP CACHE' = 98, 'SYSTEM RELOAD CONFIG' = 99, 'SYSTEM RELOAD USERS' = 100, 'SYSTEM RELOAD SYMBOLS' = 101, 'SYSTEM RELOAD DICTIONARY' = 102, 'SYSTEM RELOAD MODEL' = 103, 'SYSTEM RELOAD FUNCTION' = 104, 'SYSTEM RELOAD EMBEDDED DICTIONARIES' = 105, 'SYSTEM RELOAD' = 106, 'SYSTEM RESTART DISK' = 107, 'SYSTEM MERGES' = 108, 'SYSTEM TTL MERGES' = 109, 'SYSTEM FETCHES' = 110, 'SYSTEM MOVES' = 111, 'SYSTEM DISTRIBUTED SENDS' = 112, 'SYSTEM REPLICATED SENDS' = 113, 'SYSTEM SENDS' = 114, 'SYSTEM REPLICATION QUEUES' = 115, 'SYSTEM DROP REPLICA' = 116, 'SYSTEM SYNC REPLICA' = 117, 'SYSTEM RESTART REPLICA' = 118, 'SYSTEM RESTORE REPLICA' = 119, 'SYSTEM SYNC DATABASE REPLICA' = 120, 'SYSTEM SYNC TRANSACTION LOG' = 121, 'SYSTEM FLUSH DISTRIBUTED' = 122, 'SYSTEM FLUSH LOGS' = 123, 'SYSTEM FLUSH' = 124, 'SYSTEM THREAD FUZZER' = 125, 'SYSTEM UNFREEZE' = 126, 'SYSTEM' = 127, 'dictGet' = 128, 'addressToLine' = 129, 'addressToLineWithInlines' = 130, 'addressToSymbol' = 131, 'demangle' = 132, 'INTROSPECTION' = 133, 'FILE' = 134, 'URL' = 135, 'REMOTE' = 136, 'MONGO' = 137, 'MEILISEARCH' = 138, 'MYSQL' = 139, 'POSTGRES' = 140, 'SQLITE' = 141, 'ODBC' = 142, 'JDBC' = 143, 'HDFS' = 144, 'S3' = 145, 'HIVE' = 146, 'SOURCES' = 147, 'CLUSTER' = 148, 'ALL' = 149, 'NONE' = 150),
     `aliases` Array(String),
     `level` Nullable(Enum8('GLOBAL' = 0, 'DATABASE' = 1, 'TABLE' = 2, 'DICTIONARY' = 3, 'VIEW' = 4, 'COLUMN' = 5)),
-    `parent_group` Nullable(Enum16('SHOW DATABASES' = 0, 'SHOW TABLES' = 1, 'SHOW COLUMNS' = 2, 'SHOW DICTIONARIES' = 3, 'SHOW' = 4, 'SHOW FILESYSTEM CACHES' = 5, 'SELECT' = 6, 'INSERT' = 7, 'ALTER UPDATE' = 8, 'ALTER DELETE' = 9, 'ALTER ADD COLUMN' = 10, 'ALTER MODIFY COLUMN' = 11, 'ALTER DROP COLUMN' = 12, 'ALTER COMMENT COLUMN' = 13, 'ALTER CLEAR COLUMN' = 14, 'ALTER RENAME COLUMN' = 15, 'ALTER MATERIALIZE COLUMN' = 16, 'ALTER COLUMN' = 17, 'ALTER MODIFY COMMENT' = 18, 'ALTER ORDER BY' = 19, 'ALTER SAMPLE BY' = 20, 'ALTER ADD INDEX' = 21, 'ALTER DROP INDEX' = 22, 'ALTER MATERIALIZE INDEX' = 23, 'ALTER CLEAR INDEX' = 24, 'ALTER INDEX' = 25, 'ALTER ADD PROJECTION' = 26, 'ALTER DROP PROJECTION' = 27, 'ALTER MATERIALIZE PROJECTION' = 28, 'ALTER CLEAR PROJECTION' = 29, 'ALTER PROJECTION' = 30, 'ALTER ADD CONSTRAINT' = 31, 'ALTER DROP CONSTRAINT' = 32, 'ALTER CONSTRAINT' = 33, 'ALTER TTL' = 34, 'ALTER MATERIALIZE TTL' = 35, 'ALTER SETTINGS' = 36, 'ALTER MOVE PARTITION' = 37, 'ALTER FETCH PARTITION' = 38, 'ALTER FREEZE PARTITION' = 39, 'ALTER DATABASE SETTINGS' = 40, 'ALTER TABLE' = 41, 'ALTER DATABASE' = 42, 'ALTER VIEW REFRESH' = 43, 'ALTER VIEW MODIFY QUERY' = 44, 'ALTER VIEW' = 45, 'ALTER' = 46, 'CREATE DATABASE' = 47, 'CREATE TABLE' = 48, 'CREATE VIEW' = 49, 'CREATE DICTIONARY' = 50, 'CREATE TEMPORARY TABLE' = 51, 'CREATE FUNCTION' = 52, 'CREATE' = 53, 'DROP DATABASE' = 54, 'DROP TABLE' = 55, 'DROP VIEW' = 56, 'DROP DICTIONARY' = 57, 'DROP FUNCTION' = 58, 'DROP' = 59, 'TRUNCATE' = 60, 'OPTIMIZE' = 61, 'BACKUP' = 62, 'KILL QUERY' = 63, 'KILL TRANSACTION' = 64, 'MOVE PARTITION BETWEEN SHARDS' = 65, 'CREATE USER' = 66, 'ALTER USER' = 67, 'DROP USER' = 68, 'CREATE ROLE' = 69, 'ALTER ROLE' = 70, 'DROP ROLE' = 71, 'ROLE ADMIN' = 72, 'CREATE ROW POLICY' = 73, 'ALTER ROW POLICY' = 74, 'DROP ROW POLICY' = 75, 'CREATE QUOTA' = 76, 'ALTER QUOTA' = 77, 'DROP QUOTA' = 78, 'CREATE SETTINGS PROFILE' = 79, 'ALTER SETTINGS PROFILE' = 80, 'DROP SETTINGS PROFILE' = 81, 'SHOW USERS' = 82, 'SHOW ROLES' = 83, 'SHOW ROW POLICIES' = 84, 'SHOW QUOTAS' = 85, 'SHOW SETTINGS PROFILES' = 86, 'SHOW ACCESS' = 87, 'ACCESS MANAGEMENT' = 88, 'SYSTEM SHUTDOWN' = 89, 'SYSTEM DROP DNS CACHE' = 90, 'SYSTEM DROP MARK CACHE' = 91, 'SYSTEM DROP UNCOMPRESSED CACHE' = 92, 'SYSTEM DROP MMAP CACHE' = 93, 'SYSTEM DROP COMPILED EXPRESSION CACHE' = 94, 'SYSTEM DROP FILESYSTEM CACHE' = 95, 'SYSTEM DROP SCHEMA CACHE' = 96, 'SYSTEM DROP CACHE' = 97, 'SYSTEM RELOAD CONFIG' = 98, 'SYSTEM RELOAD USERS' = 99, 'SYSTEM RELOAD SYMBOLS' = 100, 'SYSTEM RELOAD DICTIONARY' = 101, 'SYSTEM RELOAD MODEL' = 102, 'SYSTEM RELOAD FUNCTION' = 103, 'SYSTEM RELOAD EMBEDDED DICTIONARIES' = 104, 'SYSTEM RELOAD' = 105, 'SYSTEM RESTART DISK' = 106, 'SYSTEM MERGES' = 107, 'SYSTEM TTL MERGES' = 108, 'SYSTEM FETCHES' = 109, 'SYSTEM MOVES' = 110, 'SYSTEM DISTRIBUTED SENDS' = 111, 'SYSTEM REPLICATED SENDS' = 112, 'SYSTEM SENDS' = 113, 'SYSTEM REPLICATION QUEUES' = 114, 'SYSTEM DROP REPLICA' = 115, 'SYSTEM SYNC REPLICA' = 116, 'SYSTEM RESTART REPLICA' = 117, 'SYSTEM RESTORE REPLICA' = 118, 'SYSTEM SYNC DATABASE REPLICA' = 119, 'SYSTEM SYNC TRANSACTION LOG' = 120, 'SYSTEM FLUSH DISTRIBUTED' = 121, 'SYSTEM FLUSH LOGS' = 122, 'SYSTEM FLUSH' = 123, 'SYSTEM THREAD FUZZER' = 124, 'SYSTEM UNFREEZE' = 125, 'SYSTEM' = 126, 'dictGet' = 127, 'addressToLine' = 128, 'addressToLineWithInlines' = 129, 'addressToSymbol' = 130, 'demangle' = 131, 'INTROSPECTION' = 132, 'FILE' = 133, 'URL' = 134, 'REMOTE' = 135, 'MONGO' = 136, 'MEILISEARCH' = 137, 'MYSQL' = 138, 'POSTGRES' = 139, 'SQLITE' = 140, 'ODBC' = 141, 'JDBC' = 142, 'HDFS' = 143, 'S3' = 144, 'HIVE' = 145, 'SOURCES' = 146, 'CLUSTER' = 147, 'ALL' = 148, 'NONE' = 149))
+    `parent_group` Nullable(Enum16('SHOW DATABASES' = 0, 'SHOW TABLES' = 1, 'SHOW COLUMNS' = 2, 'SHOW DICTIONARIES' = 3, 'SHOW' = 4, 'SHOW FILESYSTEM CACHES' = 5, 'SELECT' = 6, 'INSERT' = 7, 'ALTER UPDATE' = 8, 'ALTER DELETE' = 9, 'ALTER ADD COLUMN' = 10, 'ALTER MODIFY COLUMN' = 11, 'ALTER DROP COLUMN' = 12, 'ALTER COMMENT COLUMN' = 13, 'ALTER CLEAR COLUMN' = 14, 'ALTER RENAME COLUMN' = 15, 'ALTER MATERIALIZE COLUMN' = 16, 'ALTER COLUMN' = 17, 'ALTER MODIFY COMMENT' = 18, 'ALTER ORDER BY' = 19, 'ALTER SAMPLE BY' = 20, 'ALTER ADD INDEX' = 21, 'ALTER DROP INDEX' = 22, 'ALTER MATERIALIZE INDEX' = 23, 'ALTER CLEAR INDEX' = 24, 'ALTER INDEX' = 25, 'ALTER ADD PROJECTION' = 26, 'ALTER DROP PROJECTION' = 27, 'ALTER MATERIALIZE PROJECTION' = 28, 'ALTER CLEAR PROJECTION' = 29, 'ALTER PROJECTION' = 30, 'ALTER ADD CONSTRAINT' = 31, 'ALTER DROP CONSTRAINT' = 32, 'ALTER CONSTRAINT' = 33, 'ALTER TTL' = 34, 'ALTER MATERIALIZE TTL' = 35, 'ALTER SETTINGS' = 36, 'ALTER MOVE PARTITION' = 37, 'ALTER FETCH PARTITION' = 38, 'ALTER FREEZE PARTITION' = 39, 'ALTER DATABASE SETTINGS' = 40, 'ALTER TABLE' = 41, 'ALTER DATABASE' = 42, 'ALTER VIEW REFRESH' = 43, 'ALTER VIEW MODIFY QUERY' = 44, 'ALTER VIEW' = 45, 'ALTER' = 46, 'CREATE DATABASE' = 47, 'CREATE TABLE' = 48, 'CREATE VIEW' = 49, 'CREATE DICTIONARY' = 50, 'CREATE TEMPORARY TABLE' = 51, 'CREATE FUNCTION' = 52, 'CREATE' = 53, 'DROP DATABASE' = 54, 'DROP TABLE' = 55, 'DROP VIEW' = 56, 'DROP DICTIONARY' = 57, 'DROP FUNCTION' = 58, 'DROP' = 59, 'TRUNCATE' = 60, 'OPTIMIZE' = 61, 'BACKUP' = 62, 'KILL QUERY' = 63, 'KILL TRANSACTION' = 64, 'MOVE PARTITION BETWEEN SHARDS' = 65, 'CREATE USER' = 66, 'ALTER USER' = 67, 'DROP USER' = 68, 'CREATE ROLE' = 69, 'ALTER ROLE' = 70, 'DROP ROLE' = 71, 'ROLE ADMIN' = 72, 'CREATE ROW POLICY' = 73, 'ALTER ROW POLICY' = 74, 'DROP ROW POLICY' = 75, 'CREATE QUOTA' = 76, 'ALTER QUOTA' = 77, 'DROP QUOTA' = 78, 'CREATE SETTINGS PROFILE' = 79, 'ALTER SETTINGS PROFILE' = 80, 'DROP SETTINGS PROFILE' = 81, 'SHOW USERS' = 82, 'SHOW ROLES' = 83, 'SHOW ROW POLICIES' = 84, 'SHOW QUOTAS' = 85, 'SHOW SETTINGS PROFILES' = 86, 'SHOW NAMED COLLECTIONS' = 87, 'SHOW ACCESS' = 88, 'ACCESS MANAGEMENT' = 89, 'SYSTEM SHUTDOWN' = 90, 'SYSTEM DROP DNS CACHE' = 91, 'SYSTEM DROP MARK CACHE' = 92, 'SYSTEM DROP UNCOMPRESSED CACHE' = 93, 'SYSTEM DROP MMAP CACHE' = 94, 'SYSTEM DROP COMPILED EXPRESSION CACHE' = 95, 'SYSTEM DROP FILESYSTEM CACHE' = 96, 'SYSTEM DROP SCHEMA CACHE' = 97, 'SYSTEM DROP CACHE' = 98, 'SYSTEM RELOAD CONFIG' = 99, 'SYSTEM RELOAD USERS' = 100, 'SYSTEM RELOAD SYMBOLS' = 101, 'SYSTEM RELOAD DICTIONARY' = 102, 'SYSTEM RELOAD MODEL' = 103, 'SYSTEM RELOAD FUNCTION' = 104, 'SYSTEM RELOAD EMBEDDED DICTIONARIES' = 105, 'SYSTEM RELOAD' = 106, 'SYSTEM RESTART DISK' = 107, 'SYSTEM MERGES' = 108, 'SYSTEM TTL MERGES' = 109, 'SYSTEM FETCHES' = 110, 'SYSTEM MOVES' = 111, 'SYSTEM DISTRIBUTED SENDS' = 112, 'SYSTEM REPLICATED SENDS' = 113, 'SYSTEM SENDS' = 114, 'SYSTEM REPLICATION QUEUES' = 115, 'SYSTEM DROP REPLICA' = 116, 'SYSTEM SYNC REPLICA' = 117, 'SYSTEM RESTART REPLICA' = 118, 'SYSTEM RESTORE REPLICA' = 119, 'SYSTEM SYNC DATABASE REPLICA' = 120, 'SYSTEM SYNC TRANSACTION LOG' = 121, 'SYSTEM FLUSH DISTRIBUTED' = 122, 'SYSTEM FLUSH LOGS' = 123, 'SYSTEM FLUSH' = 124, 'SYSTEM THREAD FUZZER' = 125, 'SYSTEM UNFREEZE' = 126, 'SYSTEM' = 127, 'dictGet' = 128, 'addressToLine' = 129, 'addressToLineWithInlines' = 130, 'addressToSymbol' = 131, 'demangle' = 132, 'INTROSPECTION' = 133, 'FILE' = 134, 'URL' = 135, 'REMOTE' = 136, 'MONGO' = 137, 'MEILISEARCH' = 138, 'MYSQL' = 139, 'POSTGRES' = 140, 'SQLITE' = 141, 'ODBC' = 142, 'JDBC' = 143, 'HDFS' = 144, 'S3' = 145, 'HIVE' = 146, 'SOURCES' = 147, 'CLUSTER' = 148, 'ALL' = 149, 'NONE' = 150))
 )
 ENGINE = SystemPrivileges
 COMMENT 'SYSTEM TABLE is built on the fly.'
diff --git a/utils/check-style/check-style b/utils/check-style/check-style
index a0556d971e8..ed397a4a162 100755
--- a/utils/check-style/check-style
+++ b/utils/check-style/check-style
@@ -13,7 +13,7 @@
 #  and then to run formatter only for the specified files.
 
 ROOT_PATH=$(git rev-parse --show-toplevel)
-EXCLUDE_DIRS='build/|integration/|widechar_width/|glibc-compatibility/|memcpy/|consistent-hashing|benchmark'
+EXCLUDE_DIRS='build/|integration/|widechar_width/|glibc-compatibility/|memcpy/|consistent-hashing|benchmark|tests/'
 
 # From [1]:
 #     But since array_to_string_internal() in array.c still loops over array

From 5504f3af9b7624beadce5c4a97b099066a10dfcb Mon Sep 17 00:00:00 2001
From: xiedeyantu <czjourney@163.com>
Date: Sat, 12 Nov 2022 00:03:36 +0800
Subject: [PATCH 137/211] fix skip_unavailable_shards does not work using
 s3Cluster table function

---
 src/Storages/StorageS3Cluster.cpp             | 38 ++++++++-----------
 .../test_s3_cluster/configs/cluster.xml       | 15 ++++++++
 tests/integration/test_s3_cluster/test.py     | 29 ++++++++++++++
 3 files changed, 59 insertions(+), 23 deletions(-)

diff --git a/src/Storages/StorageS3Cluster.cpp b/src/Storages/StorageS3Cluster.cpp
index 3b8c8b1cb92..350e942f972 100644
--- a/src/Storages/StorageS3Cluster.cpp
+++ b/src/Storages/StorageS3Cluster.cpp
@@ -117,32 +117,24 @@ Pipe StorageS3Cluster::read(
         addColumnsStructureToQueryWithClusterEngine(
             query_to_send, StorageDictionary::generateNamesAndTypesDescription(storage_snapshot->metadata->getColumns().getAll()), 5, getName());
 
-    for (const auto & replicas : cluster->getShardsAddresses())
+    const auto & current_settings = context->getSettingsRef();
+    auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(current_settings);
+    for (const auto & shard_info : cluster->getShardsInfo())
     {
-        /// There will be only one replica, because we consider each replica as a shard
-        for (const auto & node : replicas)
+        auto try_results = shard_info.pool->getMany(timeouts, &current_settings, PoolMode::GET_MANY);
+        for (auto & try_result : try_results)
         {
-            auto connection = std::make_shared<Connection>(
-                node.host_name, node.port, context->getGlobalContext()->getCurrentDatabase(),
-                node.user, node.password, node.quota_key, node.cluster, node.cluster_secret,
-                "S3ClusterInititiator",
-                node.compression,
-                node.secure
-            );
-
-
-            /// For unknown reason global context is passed to IStorage::read() method
-            /// So, task_identifier is passed as constructor argument. It is more obvious.
             auto remote_query_executor = std::make_shared<RemoteQueryExecutor>(
-                connection,
-                queryToString(query_to_send),
-                header,
-                context,
-                /*throttler=*/nullptr,
-                scalars,
-                Tables(),
-                processed_stage,
-                RemoteQueryExecutor::Extension{.task_iterator = callback});
+                    shard_info.pool,
+                    std::vector<IConnectionPool::Entry>{try_result},
+                    queryToString(query_to_send),
+                    header,
+                    context,
+                    /*throttler=*/nullptr,
+                    scalars,
+                    Tables(),
+                    processed_stage,
+                    RemoteQueryExecutor::Extension{.task_iterator = callback});
 
             pipes.emplace_back(std::make_shared<RemoteSource>(remote_query_executor, add_agg_info, false));
         }
diff --git a/tests/integration/test_s3_cluster/configs/cluster.xml b/tests/integration/test_s3_cluster/configs/cluster.xml
index 18f15763633..3059340cfe4 100644
--- a/tests/integration/test_s3_cluster/configs/cluster.xml
+++ b/tests/integration/test_s3_cluster/configs/cluster.xml
@@ -20,6 +20,21 @@
         </shard>
     </cluster_simple>
 
+    <cluster_non_existent_port>
+        <shard>
+            <replica>
+                <host>s0_0_0</host>
+                <port>9000</port>
+            </replica>
+        </shard>
+        <shard>
+            <replica>
+                <host>s0_0_0</host>
+                <port>19000</port>
+            </replica>
+        </shard>
+    </cluster_non_existent_port>
+
     </remote_servers>
     <macros>
         <default_cluster_macro>cluster_simple</default_cluster_macro>
diff --git a/tests/integration/test_s3_cluster/test.py b/tests/integration/test_s3_cluster/test.py
index 2cbb36fcf06..8e082f7d86a 100644
--- a/tests/integration/test_s3_cluster/test.py
+++ b/tests/integration/test_s3_cluster/test.py
@@ -195,3 +195,32 @@ def test_ambiguous_join(started_cluster):
     """
     )
     assert "AMBIGUOUS_COLUMN_NAME" not in result
+
+
+def test_skip_unavailable_shards(started_cluster):
+    node = started_cluster.instances["s0_0_0"]
+    result = node.query(
+        """
+    SELECT count(*) from s3Cluster(
+        'cluster_non_existent_port',
+        'http://minio1:9001/root/data/clickhouse/part1.csv', 
+        'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
+    SETTINGS skip_unavailable_shards = 1
+    """
+    )
+
+    assert result == "10\n"
+
+
+def test_unskip_unavailable_shards(started_cluster):
+    node = started_cluster.instances["s0_0_0"]
+    error = node.query_and_get_error(
+        """
+    SELECT count(*) from s3Cluster(
+        'cluster_non_existent_port',
+        'http://minio1:9001/root/data/clickhouse/part1.csv', 
+        'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
+    """
+    )
+
+    assert "NETWORK_ERROR" in error

From dbf64e27125bcd4e4882d22957695d466dde7152 Mon Sep 17 00:00:00 2001
From: Alexander Tokmakov <tavplubix@clickhouse.com>
Date: Fri, 11 Nov 2022 17:23:40 +0100
Subject: [PATCH 138/211] fix

---
 tests/queries/0_stateless/02448_clone_replica_lost_part.sql | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/queries/0_stateless/02448_clone_replica_lost_part.sql b/tests/queries/0_stateless/02448_clone_replica_lost_part.sql
index 371f7389837..7029d6bf4ea 100644
--- a/tests/queries/0_stateless/02448_clone_replica_lost_part.sql
+++ b/tests/queries/0_stateless/02448_clone_replica_lost_part.sql
@@ -3,9 +3,9 @@
 drop table if exists rmt1;
 drop table if exists rmt2;
 create table rmt1 (n int) engine=ReplicatedMergeTree('/test/02448/{database}/rmt', '1') order by tuple()
-    settings min_replicated_logs_to_keep=1, max_replicated_logs_to_keep=2, cleanup_delay_period=0, cleanup_delay_period_random_add=1, old_parts_lifetime=0, max_parts_to_merge_at_once=5;
+    settings min_replicated_logs_to_keep=1, max_replicated_logs_to_keep=2, cleanup_delay_period=0, cleanup_delay_period_random_add=1, old_parts_lifetime=0, max_parts_to_merge_at_once=4;
 create table rmt2 (n int) engine=ReplicatedMergeTree('/test/02448/{database}/rmt', '2') order by tuple()
-    settings min_replicated_logs_to_keep=1, max_replicated_logs_to_keep=2, cleanup_delay_period=0, cleanup_delay_period_random_add=1, old_parts_lifetime=0, max_parts_to_merge_at_once=5;
+    settings min_replicated_logs_to_keep=1, max_replicated_logs_to_keep=2, cleanup_delay_period=0, cleanup_delay_period_random_add=1, old_parts_lifetime=0, max_parts_to_merge_at_once=4;
 
 -- insert part only on one replica
 system stop replicated sends rmt1;

From 0208fff321bd4090f3f873411a2ee5cbc3e31e99 Mon Sep 17 00:00:00 2001
From: Igor Nikonov <igor@clickhouse.com>
Date: Fri, 11 Nov 2022 18:43:33 +0000
Subject: [PATCH 139/211] Randomize keeper fault injection settings in stress
 tests

---
 tests/clickhouse-test | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tests/clickhouse-test b/tests/clickhouse-test
index 20e63412d91..c054e66898e 100755
--- a/tests/clickhouse-test
+++ b/tests/clickhouse-test
@@ -456,6 +456,8 @@ class SettingsRandomizer:
         "merge_tree_coarse_index_granularity": lambda: random.randint(2, 32),
         "optimize_distinct_in_order": lambda: random.randint(0, 1),
         "optimize_sorting_by_input_stream_properties": lambda: random.randint(0, 1),
+        "insert_keeper_max_retries": lambda: random.randint(20, 20),
+        "insert_keeper_fault_injection_probability": lambda: random.uniform(0, 0.01),
     }
 
     @staticmethod

From 86f0194964a19231b00d543174918affee4a3b1f Mon Sep 17 00:00:00 2001
From: Alexander Gololobov <440544+davenger@users.noreply.github.com>
Date: Wed, 9 Nov 2022 20:27:33 +0100
Subject: [PATCH 140/211] A test to update columns that are used in projection

---
 ...8_projection_with_group_by_alter.reference | 60 +++++++++++++++++++
 .../02478_projection_with_group_by_alter.sql  | 56 +++++++++++++++++
 2 files changed, 116 insertions(+)
 create mode 100644 tests/queries/0_stateless/02478_projection_with_group_by_alter.reference
 create mode 100644 tests/queries/0_stateless/02478_projection_with_group_by_alter.sql

diff --git a/tests/queries/0_stateless/02478_projection_with_group_by_alter.reference b/tests/queries/0_stateless/02478_projection_with_group_by_alter.reference
new file mode 100644
index 00000000000..6ad2c8ec8db
--- /dev/null
+++ b/tests/queries/0_stateless/02478_projection_with_group_by_alter.reference
@@ -0,0 +1,60 @@
+-- { echoOn }
+
+OPTIMIZE TABLE testing FINAL;
+SELECT c FROM testing ORDER BY d;
+0
+1
+2
+3
+4
+SELECT c FROM testing ORDER BY e, d;
+0
+2
+4
+1
+3
+-- update all colums used by proj_1
+ALTER TABLE testing UPDATE c = c+1, d = d+2 WHERE True SETTINGS mutations_sync=2;
+SELECT * FROM system.mutations WHERE database = currentDatabase() AND table = 'testing' AND not is_done;
+SELECT c FROM testing ORDER BY d;
+1
+2
+3
+4
+5
+SELECT c FROM testing ORDER BY e, d;
+1
+3
+5
+2
+4
+-- update only one column
+ALTER TABLE testing UPDATE d = d-1 WHERE True SETTINGS mutations_sync=2;
+SELECT * FROM system.mutations WHERE database = currentDatabase() AND table = 'testing' AND not is_done;
+SELECT c FROM testing ORDER BY d;
+1
+2
+3
+4
+5
+SELECT c FROM testing ORDER BY e, d;
+1
+3
+5
+2
+4
+-- update only another one column
+ALTER TABLE testing UPDATE c = c-1 WHERE True SETTINGS mutations_sync=2;
+SELECT * FROM system.mutations WHERE database = currentDatabase() AND table = 'testing' AND not is_done;
+SELECT c FROM testing ORDER BY d;
+0
+1
+2
+3
+4
+SELECT c FROM testing ORDER BY e, d;
+0
+2
+4
+1
+3
diff --git a/tests/queries/0_stateless/02478_projection_with_group_by_alter.sql b/tests/queries/0_stateless/02478_projection_with_group_by_alter.sql
new file mode 100644
index 00000000000..9ed644fd7da
--- /dev/null
+++ b/tests/queries/0_stateless/02478_projection_with_group_by_alter.sql
@@ -0,0 +1,56 @@
+CREATE TABLE testing
+(
+    a String,
+    b String,
+    c Int32,
+    d Int32,
+    e Int32,
+    PROJECTION proj_1
+    (
+        SELECT c ORDER BY d
+    ),
+    PROJECTION proj_2
+    (
+        SELECT c ORDER BY e, d
+    )
+)
+ENGINE = MergeTree() PRIMARY KEY (a) SETTINGS min_bytes_for_wide_part = 0;
+
+INSERT INTO testing SELECT number, number, number, number, number%2 FROM numbers(5);
+
+-- { echoOn }
+
+OPTIMIZE TABLE testing FINAL;
+
+SELECT c FROM testing ORDER BY d;
+SELECT c FROM testing ORDER BY e, d;
+
+-- update all colums used by proj_1
+ALTER TABLE testing UPDATE c = c+1, d = d+2 WHERE True SETTINGS mutations_sync=2;
+
+SELECT * FROM system.mutations WHERE database = currentDatabase() AND table = 'testing' AND not is_done;
+
+SELECT c FROM testing ORDER BY d;
+SELECT c FROM testing ORDER BY e, d;
+
+
+-- update only one column
+ALTER TABLE testing UPDATE d = d-1 WHERE True SETTINGS mutations_sync=2;
+
+SELECT * FROM system.mutations WHERE database = currentDatabase() AND table = 'testing' AND not is_done;
+
+SELECT c FROM testing ORDER BY d;
+SELECT c FROM testing ORDER BY e, d;
+
+
+-- update only another one column
+ALTER TABLE testing UPDATE c = c-1 WHERE True SETTINGS mutations_sync=2;
+
+SELECT * FROM system.mutations WHERE database = currentDatabase() AND table = 'testing' AND not is_done;
+
+SELECT c FROM testing ORDER BY d;
+SELECT c FROM testing ORDER BY e, d;
+
+-- { echoOff }
+
+DROP TABLE testing;

From 0e031f93e9bbae011e38ec93d7498425d8c4de97 Mon Sep 17 00:00:00 2001
From: Alexander Gololobov <440544+davenger@users.noreply.github.com>
Date: Fri, 11 Nov 2022 23:19:29 +0100
Subject: [PATCH 141/211] Properly fill ORDER BY ast to find all required
 columns during mutation

---
 src/Parsers/ASTProjectionSelectQuery.cpp | 62 +++++++++++++++++++++++-
 1 file changed, 61 insertions(+), 1 deletion(-)

diff --git a/src/Parsers/ASTProjectionSelectQuery.cpp b/src/Parsers/ASTProjectionSelectQuery.cpp
index 7df0b53da6f..16c4635424b 100644
--- a/src/Parsers/ASTProjectionSelectQuery.cpp
+++ b/src/Parsers/ASTProjectionSelectQuery.cpp
@@ -7,6 +7,7 @@
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTSetQuery.h>
 #include <Parsers/ASTTablesInSelectQuery.h>
+#include <Parsers/ASTExpressionList.h>
 #include <Common/typeid_cast.h>
 
 
@@ -118,6 +119,64 @@ ASTPtr & ASTProjectionSelectQuery::getExpression(Expression expr)
     return children[positions[expr]];
 }
 
+namespace
+{
+
+ASTPtr wrapAsOrderByElement(const ASTPtr & expr)
+{
+    auto elem = std::make_shared<ASTOrderByElement>();
+
+    elem->direction = 1; /// Currently it cannot be specified in projection definition so it is ASC default
+    elem->nulls_direction = elem->direction;
+    elem->nulls_direction_was_explicitly_specified = false;
+    elem->with_fill = false;
+    elem->children.push_back(expr);
+
+    return elem;
+}
+
+/// Currently the ORDER BY clause in projection definition is parsed differently from ORDER BY of a standalone SELECT query.
+/// This function converts this simplified AST into AST compatible with SELECT query.
+/// If ORDER BY clause has single element then simple_order_by represents this element,
+/// otherwise simple_order_by is a function "tuple" of all elements.
+ASTPtr cloneToOrderByASTForSelect(const ASTPtr & simple_order_by)
+{
+    ASTPtr expression_list = std::make_shared<ASTExpressionList>();
+    if (simple_order_by->children.empty())
+    {
+        expression_list->children.emplace_back(wrapAsOrderByElement(simple_order_by->clone()));
+    }
+    else
+    {
+        auto * func = simple_order_by->as<ASTFunction>();
+        if (!func || func->name != "tuple")
+        {
+            expression_list->children.emplace_back(wrapAsOrderByElement(func->clone()));
+        }
+        else
+        {
+            if (func->children.size() != 1)
+                throw Exception(ErrorCodes::LOGICAL_ERROR,
+                    "Unexpected structure of ORDER BY clause in projection definition {}",
+                    func->dumpTree(0));
+
+            auto * params = func->children[0]->as<ASTExpressionList>();
+            if (!params)
+                throw Exception(ErrorCodes::LOGICAL_ERROR,
+                    "Unexpected structure of ORDER BY clause in projection definition {}; Expression list expected",
+                    func->dumpTree(0));
+
+            for (auto & child : params->children)
+            {
+                expression_list->children.emplace_back(wrapAsOrderByElement(child->clone()));
+            }
+        }
+    }
+    return expression_list;
+}
+
+}
+
 ASTPtr ASTProjectionSelectQuery::cloneToASTSelect() const
 {
     auto select_query = std::make_shared<ASTSelectQuery>();
@@ -128,7 +187,8 @@ ASTPtr ASTProjectionSelectQuery::cloneToASTSelect() const
         select_query->setExpression(ASTSelectQuery::Expression::SELECT, select()->clone());
     if (groupBy())
         select_query->setExpression(ASTSelectQuery::Expression::GROUP_BY, groupBy()->clone());
-    // Get rid of orderBy. It's used for projection definition only
+    if (orderBy())
+        select_query->setExpression(ASTSelectQuery::Expression::ORDER_BY, cloneToOrderByASTForSelect(orderBy()));
     return node;
 }
 

From 60d116729cf645cae40cab76c938e89c5cbf4e46 Mon Sep 17 00:00:00 2001
From: Yakov Olkhovskiy <yakov@clickhouse.com>
Date: Sat, 12 Nov 2022 02:55:26 +0000
Subject: [PATCH 142/211] adjustments for progress option

---
 programs/client/Client.cpp     |   3 +-
 programs/local/LocalServer.cpp |   4 +-
 src/Client/ClientBase.cpp      | 119 ++++++++++++++++++---------------
 src/Client/ClientBase.h        |   5 +-
 4 files changed, 71 insertions(+), 60 deletions(-)

diff --git a/programs/client/Client.cpp b/programs/client/Client.cpp
index b262c5a0db1..6e289b57845 100644
--- a/programs/client/Client.cpp
+++ b/programs/client/Client.cpp
@@ -243,6 +243,7 @@ try
     registerAggregateFunctions();
 
     processConfig();
+    initTtyBuffer(toProgressOption(config().getString("progress", "default")));
 
     /// Includes delayed_interactive.
     if (is_interactive)
@@ -1088,8 +1089,6 @@ void Client::processConfig()
     }
     else
     {
-        std::string progress = config().getString("progress", "off");
-        need_render_progress = (Poco::icompare(progress, "off") && Poco::icompare(progress, "no") && Poco::icompare(progress, "false") && Poco::icompare(progress, "0"));
         echo_queries = config().getBool("echo", false);
         ignore_error = config().getBool("ignore-error", false);
 
diff --git a/programs/local/LocalServer.cpp b/programs/local/LocalServer.cpp
index fea82b456cd..1d8b7edb20e 100644
--- a/programs/local/LocalServer.cpp
+++ b/programs/local/LocalServer.cpp
@@ -414,6 +414,8 @@ try
     registerFormats();
 
     processConfig();
+    initTtyBuffer(toProgressOption(config().getString("progress", "default")));
+
     applyCmdSettings(global_context);
 
     if (is_interactive)
@@ -489,8 +491,6 @@ void LocalServer::processConfig()
     }
     else
     {
-        std::string progress = config().getString("progress", "off");
-        need_render_progress = (Poco::icompare(progress, "off") && Poco::icompare(progress, "no") && Poco::icompare(progress, "false") && Poco::icompare(progress, "0"));
         echo_queries = config().hasOption("echo") || config().hasOption("verbose");
         ignore_error = config().getBool("ignore-error", false);
         is_multiquery = true;
diff --git a/src/Client/ClientBase.cpp b/src/Client/ClientBase.cpp
index 5bd65ac2334..c69a3ff81ca 100644
--- a/src/Client/ClientBase.cpp
+++ b/src/Client/ClientBase.cpp
@@ -119,22 +119,27 @@ namespace ProfileEvents
 namespace DB
 {
 
+ProgressOption toProgressOption(std::string progress)
+{
+    boost::to_upper(progress);
+
+    if (progress == "OFF" || progress == "FALSE" || progress == "0" || progress == "NO")
+        return ProgressOption::OFF;
+    if (progress == "TTY" || progress == "ON" || progress == "TRUE" || progress == "1" || progress == "YES")
+        return ProgressOption::TTY;
+    if (progress == "ERR")
+        return ProgressOption::ERR;
+    if (progress == "DEFAULT")
+        return ProgressOption::DEFAULT;
+
+    throw boost::program_options::validation_error(boost::program_options::validation_error::invalid_option_value);
+}
+
 std::istream& operator>> (std::istream & in, ProgressOption & progress)
 {
     std::string token;
     in >> token;
-
-    boost::to_upper(token);
-
-    if (token == "OFF" || token == "FALSE" || token == "0" || token == "NO")
-        progress = ProgressOption::OFF;
-    else if (token == "TTY" || token == "ON" || token == "TRUE" || token == "1" || token == "YES")
-        progress = ProgressOption::TTY;
-    else if (token == "ERR")
-        progress = ProgressOption::ERR;
-    else
-        throw boost::program_options::validation_error(boost::program_options::validation_error::invalid_option_value);
-
+    progress = toProgressOption(token);
     return in;
 }
 
@@ -662,56 +667,62 @@ void ClientBase::initLogsOutputStream()
     }
 }
 
-void ClientBase::initTtyBuffer(bool to_err)
+void ClientBase::initTtyBuffer(ProgressOption progress)
 {
-    if (!tty_buf)
+    if (tty_buf)
+        return;
+
+    if (progress == ProgressOption::OFF || (!is_interactive && progress == ProgressOption::DEFAULT))
     {
-        static constexpr auto tty_file_name = "/dev/tty";
+         need_render_progress = false;
+         return;
+    }
 
-        /// Output all progress bar commands to terminal at once to avoid flicker.
-        /// This size is usually greater than the window size.
-        static constexpr size_t buf_size = 1024;
+    static constexpr auto tty_file_name = "/dev/tty";
 
-        if (!to_err)
+    /// Output all progress bar commands to terminal at once to avoid flicker.
+    /// This size is usually greater than the window size.
+    static constexpr size_t buf_size = 1024;
+
+    if (is_interactive || progress == ProgressOption::TTY)
+    {
+        std::error_code ec;
+        std::filesystem::file_status tty = std::filesystem::status(tty_file_name, ec);
+
+        if (!ec && exists(tty) && is_character_file(tty)
+            && (tty.permissions() & std::filesystem::perms::others_write) != std::filesystem::perms::none)
         {
-            std::error_code ec;
-            std::filesystem::file_status tty = std::filesystem::status(tty_file_name, ec);
-
-            if (!ec && exists(tty) && is_character_file(tty)
-                && (tty.permissions() & std::filesystem::perms::others_write) != std::filesystem::perms::none)
+            try
             {
-                try
-                {
-                    tty_buf = std::make_unique<WriteBufferFromFile>(tty_file_name, buf_size);
+                tty_buf = std::make_unique<WriteBufferFromFile>(tty_file_name, buf_size);
 
-                    /// It is possible that the terminal file has writeable permissions
-                    /// but we cannot write anything there. Check it with invisible character.
-                    tty_buf->write('\0');
-                    tty_buf->next();
+                /// It is possible that the terminal file has writeable permissions
+                /// but we cannot write anything there. Check it with invisible character.
+                tty_buf->write('\0');
+                tty_buf->next();
 
-                    return;
-                }
-                catch (const Exception & e)
-                {
-                    if (tty_buf)
-                        tty_buf.reset();
+                return;
+            }
+            catch (const Exception & e)
+            {
+                if (tty_buf)
+                    tty_buf.reset();
 
-                    if (e.code() != ErrorCodes::CANNOT_OPEN_FILE)
-                        throw;
+                if (e.code() != ErrorCodes::CANNOT_OPEN_FILE)
+                    throw;
 
-                    /// It is normal if file exists, indicated as writeable but still cannot be opened.
-                    /// Fallback to other options.
-                }
+                /// It is normal if file exists, indicated as writeable but still cannot be opened.
+                /// Fallback to other options.
             }
         }
-
-        if (stderr_is_a_tty)
-        {
-            tty_buf = std::make_unique<WriteBufferFromFileDescriptor>(STDERR_FILENO, buf_size);
-        }
-        else
-            need_render_progress = false;
     }
+
+    if (stderr_is_a_tty || progress == ProgressOption::ERR)
+    {
+        tty_buf = std::make_unique<WriteBufferFromFileDescriptor>(STDERR_FILENO, buf_size);
+    }
+    else
+        need_render_progress = false;
 }
 
 void ClientBase::updateSuggest(const ASTPtr & ast)
@@ -2324,7 +2335,7 @@ void ClientBase::init(int argc, char ** argv)
         ("stage", po::value<std::string>()->default_value("complete"), "Request query processing up to specified stage: complete,fetch_columns,with_mergeable_state,with_mergeable_state_after_aggregation,with_mergeable_state_after_aggregation_and_limit")
         ("query_kind", po::value<std::string>()->default_value("initial_query"), "One of initial_query/secondary_query/no_query")
         ("query_id", po::value<std::string>(), "query_id")
-        ("progress", po::value<ProgressOption>()->implicit_value(ProgressOption::TTY, "tty")->default_value(ProgressOption::OFF, "off"), "Print progress of queries execution - to TTY: tty|on|1|true|yes; to STDERR: err; OFF (default): off|0|false|no")
+        ("progress", po::value<ProgressOption>()->implicit_value(ProgressOption::TTY, "tty")->default_value(ProgressOption::DEFAULT, "default"), "Print progress of queries execution - to TTY: tty|on|1|true|yes; to STDERR non-interactive mode: err; OFF: off|0|false|no; DEFAULT - interactive to TTY, non-interactive is off")
 
         ("disable_suggestion,A", "Disable loading suggestion data. Note that suggestion data is loaded asynchronously through a second connection to ClickHouse server. Also it is reasonable to disable suggestion if you want to paste a query with TAB characters. Shorthand option -A is for those who get used to mysql client.")
         ("time,t", "print query execution time to stderr in non-interactive mode (for benchmarks)")
@@ -2379,11 +2390,6 @@ void ClientBase::init(int argc, char ** argv)
     parseAndCheckOptions(options_description, options, common_arguments);
     po::notify(options);
 
-    if (options["progress"].as<ProgressOption>() == ProgressOption::OFF)
-        need_render_progress = false;
-    else
-        initTtyBuffer(options["progress"].as<ProgressOption>() == ProgressOption::ERR);
-
     if (options.count("version") || options.count("V"))
     {
         showClientVersion();
@@ -2437,6 +2443,9 @@ void ClientBase::init(int argc, char ** argv)
     {
         switch (options["progress"].as<ProgressOption>())
         {
+            case DEFAULT:
+                config().setString("progress", "default");
+                break;
             case OFF:
                 config().setString("progress", "off");
                 break;
diff --git a/src/Client/ClientBase.h b/src/Client/ClientBase.h
index 9ea66881cf6..6c85d6a5f2b 100644
--- a/src/Client/ClientBase.h
+++ b/src/Client/ClientBase.h
@@ -38,10 +38,12 @@ enum MultiQueryProcessingStage
 
 enum ProgressOption
 {
+    DEFAULT,
     OFF,
     TTY,
     ERR,
 };
+ProgressOption toProgressOption(std::string progress);
 std::istream& operator>> (std::istream & in, ProgressOption & progress);
 
 void interruptSignalHandler(int signum);
@@ -153,7 +155,6 @@ private:
 
     void initOutputFormat(const Block & block, ASTPtr parsed_query);
     void initLogsOutputStream();
-    void initTtyBuffer(bool to_err = false);
 
     String prompt() const;
 
@@ -168,6 +169,8 @@ protected:
     static bool isSyncInsertWithData(const ASTInsertQuery & insert_query, const ContextPtr & context);
     bool processMultiQueryFromFile(const String & file_name);
 
+    void initTtyBuffer(ProgressOption progress);
+
     bool is_interactive = false; /// Use either interactive line editing interface or batch mode.
     bool is_multiquery = false;
     bool delayed_interactive = false;

From 4ad8e2974d3e42e5e1dd7c3261fc6591dd2426d4 Mon Sep 17 00:00:00 2001
From: Alexander Gololobov <440544+davenger@users.noreply.github.com>
Date: Sat, 12 Nov 2022 12:58:53 +0100
Subject: [PATCH 143/211] Simplify the logic by just adding ORDER BY list to
 SELECT

---
 src/Parsers/ASTProjectionSelectQuery.cpp | 75 +++++-------------------
 1 file changed, 14 insertions(+), 61 deletions(-)

diff --git a/src/Parsers/ASTProjectionSelectQuery.cpp b/src/Parsers/ASTProjectionSelectQuery.cpp
index 16c4635424b..9b85fcb2dac 100644
--- a/src/Parsers/ASTProjectionSelectQuery.cpp
+++ b/src/Parsers/ASTProjectionSelectQuery.cpp
@@ -119,64 +119,6 @@ ASTPtr & ASTProjectionSelectQuery::getExpression(Expression expr)
     return children[positions[expr]];
 }
 
-namespace
-{
-
-ASTPtr wrapAsOrderByElement(const ASTPtr & expr)
-{
-    auto elem = std::make_shared<ASTOrderByElement>();
-
-    elem->direction = 1; /// Currently it cannot be specified in projection definition so it is ASC default
-    elem->nulls_direction = elem->direction;
-    elem->nulls_direction_was_explicitly_specified = false;
-    elem->with_fill = false;
-    elem->children.push_back(expr);
-
-    return elem;
-}
-
-/// Currently the ORDER BY clause in projection definition is parsed differently from ORDER BY of a standalone SELECT query.
-/// This function converts this simplified AST into AST compatible with SELECT query.
-/// If ORDER BY clause has single element then simple_order_by represents this element,
-/// otherwise simple_order_by is a function "tuple" of all elements.
-ASTPtr cloneToOrderByASTForSelect(const ASTPtr & simple_order_by)
-{
-    ASTPtr expression_list = std::make_shared<ASTExpressionList>();
-    if (simple_order_by->children.empty())
-    {
-        expression_list->children.emplace_back(wrapAsOrderByElement(simple_order_by->clone()));
-    }
-    else
-    {
-        auto * func = simple_order_by->as<ASTFunction>();
-        if (!func || func->name != "tuple")
-        {
-            expression_list->children.emplace_back(wrapAsOrderByElement(func->clone()));
-        }
-        else
-        {
-            if (func->children.size() != 1)
-                throw Exception(ErrorCodes::LOGICAL_ERROR,
-                    "Unexpected structure of ORDER BY clause in projection definition {}",
-                    func->dumpTree(0));
-
-            auto * params = func->children[0]->as<ASTExpressionList>();
-            if (!params)
-                throw Exception(ErrorCodes::LOGICAL_ERROR,
-                    "Unexpected structure of ORDER BY clause in projection definition {}; Expression list expected",
-                    func->dumpTree(0));
-
-            for (auto & child : params->children)
-            {
-                expression_list->children.emplace_back(wrapAsOrderByElement(child->clone()));
-            }
-        }
-    }
-    return expression_list;
-}
-
-}
-
 ASTPtr ASTProjectionSelectQuery::cloneToASTSelect() const
 {
     auto select_query = std::make_shared<ASTSelectQuery>();
@@ -184,11 +126,22 @@ ASTPtr ASTProjectionSelectQuery::cloneToASTSelect() const
     if (with())
         select_query->setExpression(ASTSelectQuery::Expression::WITH, with()->clone());
     if (select())
-        select_query->setExpression(ASTSelectQuery::Expression::SELECT, select()->clone());
+    {
+        ASTPtr select_list = select()->clone();
+        if (orderBy())
+        {
+            /// Add ORDER BY list to SELECT for simplicity. It is Ok because we only uses this to find all required columns.
+            auto * expressions = select_list->as<ASTExpressionList>();
+            if (!expressions)
+                throw Exception(ErrorCodes::LOGICAL_ERROR,
+                    "Unexpected structure of SELECT clause in projection definition {}; Expression list expected",
+                    select_list->dumpTree(0));
+            expressions->children.emplace_back(orderBy()->clone());
+        }
+        select_query->setExpression(ASTSelectQuery::Expression::SELECT, std::move(select_list));
+    }
     if (groupBy())
         select_query->setExpression(ASTSelectQuery::Expression::GROUP_BY, groupBy()->clone());
-    if (orderBy())
-        select_query->setExpression(ASTSelectQuery::Expression::ORDER_BY, cloneToOrderByASTForSelect(orderBy()));
     return node;
 }
 

From e4a6f2a8e1ce0820303f83de2f423be69680fdb4 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 12 Nov 2022 18:54:48 +0100
Subject: [PATCH 144/211] Fix the `indent` field in the `git-import` tool

---
 programs/git-import/git-import.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/programs/git-import/git-import.cpp b/programs/git-import/git-import.cpp
index 030ddd263fa..9e464164da6 100644
--- a/programs/git-import/git-import.cpp
+++ b/programs/git-import/git-import.cpp
@@ -351,7 +351,7 @@ struct LineChange
             ++pos;
         }
 
-        indent = std::max(255U, num_spaces);
+        indent = std::min(255U, num_spaces);
         line.assign(pos, end);
 
         if (pos == end)

From b8c877db2988f89ccf9da848a53adf5f7eb22a86 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 12 Nov 2022 19:07:28 +0100
Subject: [PATCH 145/211] Fix annoying messages in AsynchronousMetrics

---
 src/Common/Exception.h                   |  1 +
 src/Interpreters/AsynchronousMetrics.cpp | 30 +++++++++++++++++-------
 2 files changed, 22 insertions(+), 9 deletions(-)

diff --git a/src/Common/Exception.h b/src/Common/Exception.h
index c5259d157b2..84687581e52 100644
--- a/src/Common/Exception.h
+++ b/src/Common/Exception.h
@@ -12,6 +12,7 @@
 
 #include <fmt/format.h>
 
+
 namespace Poco { class Logger; }
 
 
diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 488ac77e956..a6cb6ee1f68 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -24,9 +24,9 @@
 #include <IO/MMappedFileCache.h>
 #include <IO/ReadHelpers.h>
 #include <Databases/IDatabase.h>
+#include <base/errnoToString.h>
 #include <chrono>
 
-
 #include "config.h"
 
 #if USE_JEMALLOC
@@ -123,9 +123,9 @@ void AsynchronousMetrics::openSensors()
         {
             LOG_WARNING(
                 &Poco::Logger::get("AsynchronousMetrics"),
-                "Thermal monitor '{}' exists but could not be read, error {}.",
+                "Thermal monitor '{}' exists but could not be read: {}.",
                 thermal_device_index,
-                e.getErrno());
+                errnoToString(e.getErrno()));
             continue;
         }
 
@@ -252,10 +252,10 @@ void AsynchronousMetrics::openSensorsChips()
             {
                 LOG_WARNING(
                     &Poco::Logger::get("AsynchronousMetrics"),
-                    "Hardware monitor '{}', sensor '{}' exists but could not be read, error {}.",
+                    "Hardware monitor '{}', sensor '{}' exists but could not be read: {}.",
                     hwmon_name,
                     sensor_name,
-                    e.getErrno());
+                    errnoToString(e.getErrno()));
                 continue;
             }
 
@@ -1083,7 +1083,17 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
             BlockDeviceStatValues current_values{};
             BlockDeviceStatValues & prev_values = block_device_stats[name];
-            current_values.read(*device);
+
+            try
+            {
+                current_values.read(*device);
+            }
+            catch (const ErrnoException & e)
+            {
+                LOG_DEBUG(log, "Cannot read statistics about the block device '{}': {}.",
+                    name, errnoToString(e.getErrno()));
+                continue;
+            }
 
             BlockDeviceStatValues delta_values = current_values - prev_values;
             prev_values = current_values;
@@ -1129,10 +1139,10 @@ void AsynchronousMetrics::update(TimePoint update_time)
     }
     catch (...)
     {
-        tryLogCurrentException(__PRETTY_FUNCTION__);
+        LOG_DEBUG(log, getCurrentExceptionMessage(false));
 
         /// Try to reopen block devices in case of error
-        /// (i.e. ENOENT means that some disk had been replaced, and it may apperas with a new name)
+        /// (i.e. ENOENT or ENODEV means that some disk had been replaced, and it may appear with a new name)
         try
         {
             openBlockDevices();
@@ -1271,7 +1281,9 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 }
                 catch (const ErrnoException & e)
                 {
-                    LOG_DEBUG(&Poco::Logger::get("AsynchronousMetrics"), "Hardware monitor '{}', sensor '{}' exists but could not be read, error {}.", hwmon_name, sensor_name, e.getErrno());
+                    LOG_DEBUG(log, "Hardware monitor '{}', sensor '{}' exists but could not be read: {}.",
+                        hwmon_name, sensor_name, errnoToString(e.getErrno()));
+                    continue;
                 }
 
                 if (sensor_name.empty())

From c9d4598962309b9f26eacf08f74695189e19780e Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 12 Nov 2022 19:09:37 +0100
Subject: [PATCH 146/211] Fix annoying messages in AsynchronousMetrics

---
 src/Interpreters/AsynchronousMetrics.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index a6cb6ee1f68..f11684e1f4a 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -1139,7 +1139,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
     }
     catch (...)
     {
-        LOG_DEBUG(log, getCurrentExceptionMessage(false));
+        LOG_DEBUG(log, "Cannot read the statistics from block devices: {}", getCurrentExceptionMessage(false));
 
         /// Try to reopen block devices in case of error
         /// (i.e. ENOENT or ENODEV means that some disk had been replaced, and it may appear with a new name)

From 6599016aec6998be11decfb69c5c64802298028c Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 12 Nov 2022 19:09:45 +0100
Subject: [PATCH 147/211] Fix annoying messages in AsynchronousMetrics

---
 src/Interpreters/AsynchronousMetrics.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index f11684e1f4a..574d67b3ef4 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -1139,7 +1139,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
     }
     catch (...)
     {
-        LOG_DEBUG(log, "Cannot read the statistics from block devices: {}", getCurrentExceptionMessage(false));
+        LOG_DEBUG(log, "Cannot read statistics from block devices: {}", getCurrentExceptionMessage(false));
 
         /// Try to reopen block devices in case of error
         /// (i.e. ENOENT or ENODEV means that some disk had been replaced, and it may appear with a new name)

From 42de4686651774c97ef4bd701fcddde0ee5626f0 Mon Sep 17 00:00:00 2001
From: Joanna Hulboj <joanna.hulboj@gmail.com>
Date: Sat, 12 Nov 2022 19:47:06 +0000
Subject: [PATCH 148/211] Fixed unexpected behaviour of Interval types with
 subquery and casting

---
 src/Functions/FunctionsConversion.h           | 27 +++++++++++++++++++
 ...80_interval_casting_and_subquery.reference | 25 +++++++++++++++++
 .../02480_interval_casting_and_subquery.sql   | 25 +++++++++++++++++
 3 files changed, 77 insertions(+)
 create mode 100644 tests/queries/0_stateless/02480_interval_casting_and_subquery.reference
 create mode 100644 tests/queries/0_stateless/02480_interval_casting_and_subquery.sql

diff --git a/src/Functions/FunctionsConversion.h b/src/Functions/FunctionsConversion.h
index dd494d821bf..57c191e7e6c 100644
--- a/src/Functions/FunctionsConversion.h
+++ b/src/Functions/FunctionsConversion.h
@@ -2828,6 +2828,31 @@ private:
         };
     }
 
+#define GENERATE_INTERVAL_CASE(INTEVAL_KIND) \
+            case IntervalKind::INTEVAL_KIND: \
+                return createFunctionAdaptor(FunctionConvert<DataTypeInterval, NameToInterval##INTEVAL_KIND, PositiveMonotonicity>::create(), from_type);
+
+    static WrapperType createIntervalWrapper(const DataTypePtr & from_type, IntervalKind kind)
+    {
+        switch (kind)
+        {
+            GENERATE_INTERVAL_CASE(Nanosecond)
+            GENERATE_INTERVAL_CASE(Microsecond)
+            GENERATE_INTERVAL_CASE(Millisecond)
+            GENERATE_INTERVAL_CASE(Second)
+            GENERATE_INTERVAL_CASE(Minute)
+            GENERATE_INTERVAL_CASE(Hour)
+            GENERATE_INTERVAL_CASE(Day)
+            GENERATE_INTERVAL_CASE(Week)
+            GENERATE_INTERVAL_CASE(Month)
+            GENERATE_INTERVAL_CASE(Quarter)
+            GENERATE_INTERVAL_CASE(Year)
+        }
+        throw Exception{ErrorCodes::CANNOT_CONVERT_TYPE, "Conversion to unexpected IntervalKind: {}", kind.toString()};
+    }
+
+#undef GENERATE_INTERVAL_CASE
+
     template <typename ToDataType>
     requires IsDataTypeDecimal<ToDataType>
     WrapperType createDecimalWrapper(const DataTypePtr & from_type, const ToDataType * to_type, bool requested_result_is_nullable) const
@@ -3853,6 +3878,8 @@ private:
                 return createObjectWrapper(from_type, checkAndGetDataType<DataTypeObject>(to_type.get()));
             case TypeIndex::AggregateFunction:
                 return createAggregateFunctionWrapper(from_type, checkAndGetDataType<DataTypeAggregateFunction>(to_type.get()));
+            case TypeIndex::Interval:
+                return createIntervalWrapper(from_type, checkAndGetDataType<DataTypeInterval>(to_type.get())->getKind());
             default:
                 break;
         }
diff --git a/tests/queries/0_stateless/02480_interval_casting_and_subquery.reference b/tests/queries/0_stateless/02480_interval_casting_and_subquery.reference
new file mode 100644
index 00000000000..74df309720b
--- /dev/null
+++ b/tests/queries/0_stateless/02480_interval_casting_and_subquery.reference
@@ -0,0 +1,25 @@
+5	2017-01-01 00:00:05
+5	2017-01-01 00:05:00
+5	2017-01-01 05:00:00
+5	2017-01-06 00:00:00
+5	2017-06-01 00:00:00
+5	2018-04-01 00:00:00
+5	2022-01-01 00:00:00
+5
+5
+5
+5
+5
+5
+5
+5
+5
+5
+5
+5	2017-01-01 00:00:05
+5	2017-01-01 00:05:00
+5	2017-01-01 05:00:00
+5	2017-01-06 00:00:00
+5	2017-06-01 00:00:00
+5	2018-04-01 00:00:00
+5	2022-01-01 00:00:00
diff --git a/tests/queries/0_stateless/02480_interval_casting_and_subquery.sql b/tests/queries/0_stateless/02480_interval_casting_and_subquery.sql
new file mode 100644
index 00000000000..cb6eccb06c0
--- /dev/null
+++ b/tests/queries/0_stateless/02480_interval_casting_and_subquery.sql
@@ -0,0 +1,25 @@
+SELECT toIntervalSecond(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT toIntervalMinute(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT toIntervalHour(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT toIntervalDay(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT toIntervalMonth(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT toIntervalQuarter(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT toIntervalYear(5) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT CAST(5 AS IntervalNanosecond);
+SELECT CAST(5 AS IntervalMicrosecond);
+SELECT CAST(5 AS IntervalMillisecond);
+SELECT CAST(5 AS IntervalSecond);
+SELECT CAST(5 AS IntervalMinute);
+SELECT CAST(5 AS IntervalHour);
+SELECT CAST(5 AS IntervalDay);
+SELECT CAST(5 AS IntervalWeek);
+SELECT CAST(5 AS IntervalMonth);
+SELECT CAST(5 AS IntervalQuarter);
+SELECT CAST(5 AS IntervalYear);
+SELECT (SELECT toIntervalSecond(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT (SELECT toIntervalMinute(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT (SELECT toIntervalHour(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT (SELECT toIntervalDay(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT (SELECT toIntervalMonth(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT (SELECT toIntervalQuarter(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;
+SELECT (SELECT toIntervalYear(5)) AS interval, toDateTime('2017-01-01 00:00:00') + interval AS res;

From b5428f535e9ce3c5a6f506b62fdab46705f74b24 Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Sat, 12 Nov 2022 20:19:29 +0000
Subject: [PATCH 149/211] fix

---
 .../example-datasets/github.md                | 42 +++++++++----------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index efe58a03341..c16053b3ea0 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -1821,7 +1821,7 @@ Note we limit to users with more than 20 changes to focus on regular committers
 ```sql
 SELECT
     author,
-    countIf((file_extension NOT IN ('h', 'cpp', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
+    countIf((file_extension IN ('h', 'cpp', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
     countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
     code / (code + test) AS ratio_code
 FROM git.file_changes
@@ -1831,26 +1831,26 @@ ORDER BY code DESC
 LIMIT 20
 
 ┌─author───────────────┬─test─┬──code─┬─────────ratio_code─┐
-│ Alexey Milovidov     │ 7346 │ 41799 │ 0.8505239597110591 │
-│ Nikolai Kochetov     │ 1106 │ 13361 │ 0.9235501486140872 │
-│ alesapin             │ 1981 │  8796 │ 0.8161826111162661 │
-│ kssenii              │  660 │  6769 │ 0.9111589715977925 │
-│ Maksim Kita          │ 1148 │  5862 │ 0.8362339514978602 │
-│ Alexander Tokmakov   │ 1135 │  5727 │ 0.8345963276012824 │
-│ Vitaly Baranov       │ 1283 │  5521 │ 0.8114344503233392 │
-│ Ivan Lezhankin       │  726 │  4698 │ 0.8661504424778761 │
-│ Anton Popov          │  831 │  4346 │ 0.8394823256712381 │
-│ Ivan                 │ 4257 │  4269 │ 0.5007037297677692 │
-│ Azat Khuzhin         │ 1756 │  3697 │ 0.6779754263708051 │
-│ Amos Bird            │  624 │  2901 │ 0.8229787234042554 │
-│ proller              │ 1226 │  2377 │ 0.6597280044407439 │
-│ chertus              │  696 │  2359 │  0.772176759410802 │
-│ alexey-milovidov     │  254 │  2321 │ 0.9013592233009708 │
-│ Alexey Arno          │  207 │  2310 │ 0.9177592371871275 │
-│ Vitaliy Lyudvichenko │  294 │  2283 │ 0.8859138533178114 │
-│ Robert Schulze       │  251 │  2196 │ 0.8974254188802615 │
-│ CurtizJ              │  705 │  2158 │ 0.7537548026545582 │
-│ Alexander Kuzmenkov  │ 1094 │  2092 │ 0.6566227244193346 │
+│ Alexey Milovidov     │ 4208 │ 41799 │ 0.9085356576173191 │
+│ Nikolai Kochetov     │  446 │ 13361 │ 0.9676975447236909 │
+│ alesapin             │ 1893 │  8796 │ 0.8229020488352512 │
+│ kssenii              │  649 │  6769 │ 0.9125101105419251 │
+│ Maksim Kita          │  272 │  5862 │ 0.9556569938050212 │
+│ Alexander Tokmakov   │  949 │  5727 │ 0.8578490113840623 │
+│ Vitaly Baranov       │  988 │  5521 │  0.848210170533108 │
+│ Ivan Lezhankin       │  270 │  4698 │ 0.9456521739130435 │
+│ Anton Popov          │  264 │  4346 │ 0.9427331887201735 │
+│ Ivan                 │  862 │  4269 │ 0.8320015591502631 │
+│ Azat Khuzhin         │  957 │  3697 │ 0.7943704340352385 │
+│ Amos Bird            │  121 │  2901 │ 0.9599602911978822 │
+│ proller              │  549 │  2377 │ 0.8123718386876282 │
+│ chertus              │   17 │  2359 │ 0.9928451178451179 │
+│ alexey-milovidov     │  167 │  2321 │ 0.9328778135048231 │
+│ Alexey Arno          │   67 │  2310 │ 0.9718132099284813 │
+│ Vitaliy Lyudvichenko │  247 │  2283 │ 0.9023715415019763 │
+│ Robert Schulze       │  111 │  2196 │  0.951885565669701 │
+│ CurtizJ              │  144 │  2158 │ 0.9374456993918332 │
+│ Alexander Kuzmenkov  │  134 │  2092 │ 0.9398023360287511 │
 └──────────────────────┴──────┴───────┴────────────────────┘
 
 20 rows in set. Elapsed: 0.034 sec. Processed 266.05 thousand rows, 4.65 MB (7.93 million rows/s., 138.76 MB/s.)

From c2a3d83197d19b1ca484b372373c29a4eea08239 Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Sat, 12 Nov 2022 20:20:35 +0000
Subject: [PATCH 150/211] fix link

---
 docs/en/getting-started/example-datasets/github.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index c16053b3ea0..1faa63884e4 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -1816,7 +1816,7 @@ There are a few ways we can address this question. Focusing on the code to test
 
 Note we limit to users with more than 20 changes to focus on regular committers and avoid a bias to one-off contributions.
 
-[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKChmaWxlX2V4dGVuc2lvbiBOT1QgSU4gKCdoJywgJ2NwcCcsICdzaCcsICdweScsICdleHBlY3QnKSkgQU5EIChwYXRoIExJS0UgJyV0ZXN0cyUnKSkgQVMgdGVzdCwKICAgIGNvdW50SWYoKGZpbGVfZXh0ZW5zaW9uIElOICgnaCcsICdjcHAnLCAnc3FsJykpIEFORCAoTk9UIChwYXRoIExJS0UgJyV0ZXN0cyUnKSkpIEFTIGNvZGUsCiAgICBjb2RlIC8gKGNvZGUgKyB0ZXN0KSBBUyByYXRpb19jb2RlCkZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCkdST1VQIEJZIGF1dGhvcgpIQVZJTkcgY29kZSA+IDIwCk9SREVSIEJZIGNvZGUgREVTQwpMSU1JVCAyMA==)
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKChmaWxlX2V4dGVuc2lvbiBJTiAoJ2gnLCAnY3BwJywgJ3NoJywgJ3B5JywgJ2V4cGVjdCcpKSBBTkQgKHBhdGggTElLRSAnJXRlc3RzJScpKSBBUyB0ZXN0LAogICAgY291bnRJZigoZmlsZV9leHRlbnNpb24gSU4gKCdoJywgJ2NwcCcsICdzcWwnKSkgQU5EIChOT1QgKHBhdGggTElLRSAnJXRlc3RzJScpKSkgQVMgY29kZSwKICAgIGNvZGUgLyAoY29kZSArIHRlc3QpIEFTIHJhdGlvX2NvZGUKRlJPTSBnaXRfY2xpY2tob3VzZS5maWxlX2NoYW5nZXMKR1JPVVAgQlkgYXV0aG9yCkhBVklORyBjb2RlID4gMjAKT1JERVIgQlkgY29kZSBERVNDCkxJTUlUIDIw)
 
 ```sql
 SELECT

From 1b7b87852089d997c82d400771ba6db254c879a7 Mon Sep 17 00:00:00 2001
From: Igor Nikonov <igor@clickhouse.com>
Date: Sat, 12 Nov 2022 21:04:01 +0000
Subject: [PATCH 151/211] don't randomize keeper fault injection setting for
 inserts

---
 tests/clickhouse-test | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/clickhouse-test b/tests/clickhouse-test
index c054e66898e..a07a39600d8 100755
--- a/tests/clickhouse-test
+++ b/tests/clickhouse-test
@@ -456,8 +456,8 @@ class SettingsRandomizer:
         "merge_tree_coarse_index_granularity": lambda: random.randint(2, 32),
         "optimize_distinct_in_order": lambda: random.randint(0, 1),
         "optimize_sorting_by_input_stream_properties": lambda: random.randint(0, 1),
-        "insert_keeper_max_retries": lambda: random.randint(20, 20),
-        "insert_keeper_fault_injection_probability": lambda: random.uniform(0, 0.01),
+        "insert_keeper_max_retries": lambda: 20,
+        "insert_keeper_fault_injection_probability": lambda: 0.01,
     }
 
     @staticmethod

From 661c5cd0ae2b1fa65dd24b90ffaea2b3b3693e51 Mon Sep 17 00:00:00 2001
From: Alexander Gololobov <440544+davenger@users.noreply.github.com>
Date: Sat, 12 Nov 2022 23:58:09 +0100
Subject: [PATCH 152/211] fixed type

---
 src/Functions/FunctionsConversion.h | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/Functions/FunctionsConversion.h b/src/Functions/FunctionsConversion.h
index 57c191e7e6c..208da8a78fe 100644
--- a/src/Functions/FunctionsConversion.h
+++ b/src/Functions/FunctionsConversion.h
@@ -2828,9 +2828,9 @@ private:
         };
     }
 
-#define GENERATE_INTERVAL_CASE(INTEVAL_KIND) \
-            case IntervalKind::INTEVAL_KIND: \
-                return createFunctionAdaptor(FunctionConvert<DataTypeInterval, NameToInterval##INTEVAL_KIND, PositiveMonotonicity>::create(), from_type);
+#define GENERATE_INTERVAL_CASE(INTERVAL_KIND) \
+            case IntervalKind::INTERVAL_KIND: \
+                return createFunctionAdaptor(FunctionConvert<DataTypeInterval, NameToInterval##INTERVAL_KIND, PositiveMonotonicity>::create(), from_type);
 
     static WrapperType createIntervalWrapper(const DataTypePtr & from_type, IntervalKind kind)
     {

From 5a0b7b294767afffcb65ca696d11ec35d173c9a2 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 02:59:01 +0100
Subject: [PATCH 153/211] Add documentation for AsynchronousMetrics

---
 src/Interpreters/AsynchronousMetrics.cpp | 532 +++++++++++++++--------
 src/Interpreters/AsynchronousMetrics.h   |  16 +-
 src/Server/ProtocolServerAdapter.h       |   2 +
 3 files changed, 362 insertions(+), 188 deletions(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 574d67b3ef4..f861fbb8426 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -15,7 +15,6 @@
 #include <Common/getCurrentProcessFDCount.h>
 #include <Common/getMaxFileDescriptorCount.h>
 #include <Interpreters/Cache/FileCache.h>
-#include <Server/ProtocolServerAdapter.h>
 #include <Storages/MarkCache.h>
 #include <Storages/StorageMergeTree.h>
 #include <Storages/StorageReplicatedMergeTree.h>
@@ -33,6 +32,7 @@
 #    include <jemalloc/jemalloc.h>
 #endif
 
+
 namespace DB
 {
 
@@ -386,14 +386,15 @@ uint64_t updateJemallocEpoch()
 }
 
 template <typename Value>
-static Value saveJemallocMetricImpl(AsynchronousMetricValues & values,
+static Value saveJemallocMetricImpl(
+    AsynchronousMetricValues & values,
     const std::string & jemalloc_full_name,
     const std::string & clickhouse_full_name)
 {
     Value value{};
     size_t size = sizeof(value);
     mallctl(jemalloc_full_name.c_str(), &value, &size, nullptr, 0);
-    values[clickhouse_full_name] = value;
+    values[clickhouse_full_name] = { value, "An internal metric of the low-level memory allocator (jemalloc). See https://jemalloc.net/jemalloc.3.html" };
     return value;
 }
 
@@ -570,85 +571,93 @@ void AsynchronousMetrics::update(TimePoint update_time)
     previous_update_time = update_time;
 
     /// This is also a good indicator of system responsiveness.
-    new_values["Jitter"] = std::chrono::duration_cast<std::chrono::nanoseconds>(current_time - update_time).count() / 1e9;
+    new_values["Jitter"] = { std::chrono::duration_cast<std::chrono::nanoseconds>(current_time - update_time).count() / 1e9,
+        "The difference in time the thread for calculation of the asynchronous metrics was scheduled to wake up and the time it was in fact, woken up."
+        " A proxy-indicator of overall system latency and responsiveness." };
 
+    if (auto mark_cache = getContext()->getMarkCache())
     {
-        if (auto mark_cache = getContext()->getMarkCache())
-        {
-            new_values["MarkCacheBytes"] = mark_cache->weight();
-            new_values["MarkCacheFiles"] = mark_cache->count();
-        }
+        new_values["MarkCacheBytes"] = { mark_cache->weight(), "Total size of mark cache in bytes" };
+        new_values["MarkCacheFiles"] = { mark_cache->count(), "Total number of mark files cached in the mark cache" };
     }
 
+    if (auto uncompressed_cache = getContext()->getUncompressedCache())
     {
-        if (auto uncompressed_cache = getContext()->getUncompressedCache())
-        {
-            new_values["UncompressedCacheBytes"] = uncompressed_cache->weight();
-            new_values["UncompressedCacheCells"] = uncompressed_cache->count();
-        }
+        new_values["UncompressedCacheBytes"] = { uncompressed_cache->weight(),
+            "Total size of uncompressed cache in bytes. Uncompressed cache does not usually improve the performance and should be mostly avoided." };
+        new_values["UncompressedCacheCells"] = { uncompressed_cache->count(),
+            "Total number of entries in the uncompressed cache. Each entry represents a decompressed block of data. Uncompressed cache does not usually improve performance and should be mostly avoided." };
     }
 
+    if (auto index_mark_cache = getContext()->getIndexMarkCache())
     {
-        if (auto index_mark_cache = getContext()->getIndexMarkCache())
-        {
-            new_values["IndexMarkCacheBytes"] = index_mark_cache->weight();
-            new_values["IndexMarkCacheFiles"] = index_mark_cache->count();
-        }
+        new_values["IndexMarkCacheBytes"] = { index_mark_cache->weight(), "Total size of mark cache for secondary indices in bytes." };
+        new_values["IndexMarkCacheFiles"] = { index_mark_cache->count(), "Total number of mark files cached in the mark cache for secondary indices." };
     }
 
+    if (auto index_uncompressed_cache = getContext()->getIndexUncompressedCache())
     {
-        if (auto index_uncompressed_cache = getContext()->getIndexUncompressedCache())
-        {
-            new_values["IndexUncompressedCacheBytes"] = index_uncompressed_cache->weight();
-            new_values["IndexUncompressedCacheCells"] = index_uncompressed_cache->count();
-        }
+        new_values["IndexUncompressedCacheBytes"] = { index_uncompressed_cache->weight(),
+            "Total size of uncompressed cache in bytes for secondary indices. Uncompressed cache does not usually improve the performance and should be mostly avoided." };
+        new_values["IndexUncompressedCacheCells"] = { index_uncompressed_cache->count(),
+            "Total number of entries in the uncompressed cache for secondary indices. Each entry represents a decompressed block of data. Uncompressed cache does not usually improve performance and should be mostly avoided." };
     }
 
+    if (auto mmap_cache = getContext()->getMMappedFileCache())
     {
-        if (auto mmap_cache = getContext()->getMMappedFileCache())
-        {
-            new_values["MMapCacheCells"] = mmap_cache->count();
-        }
+        new_values["MMapCacheCells"] = { mmap_cache->count(),
+            "The number of files opened with `mmap` (mapped in memory)."
+            " This is used for queries with the setting `local_filesystem_read_method` set to  `mmap`."
+            " The files opened with `mmap` are kept in the cache to avoid costly TLB flushes."};
     }
 
     {
         auto caches = FileCacheFactory::instance().getAll();
+        size_t total_bytes = 0;
+        size_t total_files = 0;
+
         for (const auto & [_, cache_data] : caches)
         {
-            new_values["FilesystemCacheBytes"] = cache_data->cache->getUsedCacheSize();
-            new_values["FilesystemCacheFiles"] = cache_data->cache->getFileSegmentsNum();
+            total_bytes += cache_data->cache->getUsedCacheSize();
+            total_files += cache_data->cache->getFileSegmentsNum();
         }
+
+        new_values["FilesystemCacheBytes"] = { total_bytes,
+            "Total bytes in the `cache` virtual filesystem. This cache is hold on disk." };
+        new_values["FilesystemCacheFiles"] = { total_files,
+            "Total number of cached file segments in the `cache` virtual filesystem. This cache is hold on disk." };
     }
 
 #if USE_ROCKSDB
+    if (auto metadata_cache = getContext()->tryGetMergeTreeMetadataCache())
     {
-        if (auto metadata_cache = getContext()->tryGetMergeTreeMetadataCache())
-        {
-            new_values["MergeTreeMetadataCacheSize"] = metadata_cache->getEstimateNumKeys();
-        }
+        new_values["MergeTreeMetadataCacheSize"] = { metadata_cache->getEstimateNumKeys(),
+            "The size of the metadata cache for tables. This cache is experimental and not used in production." };
     }
 #endif
 
 #if USE_EMBEDDED_COMPILER
+    if (auto * compiled_expression_cache = CompiledExpressionCacheFactory::instance().tryGetCache())
     {
-        if (auto * compiled_expression_cache = CompiledExpressionCacheFactory::instance().tryGetCache())
-        {
-            new_values["CompiledExpressionCacheBytes"] = compiled_expression_cache->weight();
-            new_values["CompiledExpressionCacheCount"]  = compiled_expression_cache->count();
-        }
+        new_values["CompiledExpressionCacheBytes"] = { compiled_expression_cache->weight(),
+            "Total bytes used for the cache of JIT-compiled code." };
+        new_values["CompiledExpressionCacheCount"] = { compiled_expression_cache->count(),
+            "Total entries in the cache of JIT-compiled code." };
     }
 #endif
 
+    new_values["Uptime"] = { getContext()->getUptimeSeconds(),
+        "The server uptime in seconds. It includes the time spent for server initialization before accepting connections." };
 
-    new_values["Uptime"] = getContext()->getUptimeSeconds();
-
+    if (const auto stats = getHashTablesCacheStatistics())
     {
-        if (const auto stats = getHashTablesCacheStatistics())
-        {
-            new_values["HashTableStatsCacheEntries"] = stats->entries;
-            new_values["HashTableStatsCacheHits"] = stats->hits;
-            new_values["HashTableStatsCacheMisses"] = stats->misses;
-        }
+        new_values["HashTableStatsCacheEntries"] = { stats->entries,
+            "The number of entries in the cache of hash table sizes."
+            " The cache for hash table sizes is used for predictive optimization of GROUP BY." };
+        new_values["HashTableStatsCacheHits"] = { stats->hits,
+            "The number of times the prediction of a hash table size was correct." };
+        new_values["HashTableStatsCacheMisses"] = { stats->misses,
+            "The number of times the prediction of a hash table size was incorrect." };
     }
 
 #if defined(OS_LINUX) || defined(OS_FREEBSD)
@@ -660,7 +669,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
     // the following calls will return stale values. It increments and returns
     // the current epoch number, which might be useful to log as a sanity check.
     auto epoch = updateJemallocEpoch();
-    new_values["jemalloc.epoch"] = epoch;
+    new_values["jemalloc.epoch"] = { epoch, "An internal incremental update number of the statistics of JeMalloc (a low-level memory allocator), used in all other `jemalloc` metrics." };
 
     // Collect the statistics themselves.
     saveJemallocMetric<size_t>(new_values, "allocated");
@@ -685,13 +694,24 @@ void AsynchronousMetrics::update(TimePoint update_time)
     {
         MemoryStatisticsOS::Data & data = memory_statistics_data;
 
-        new_values["MemoryVirtual"] = data.virt;
-        new_values["MemoryResident"] = data.resident;
+        new_values["MemoryVirtual"] = { data.virt,
+            "The size of the virtual address space allocated by the server process, in bytes."
+            " The size of the virtual address space is usually much greater than the physical memory consumption, and should not be used as an estimate for the memory consumption."
+            " The large values of this metric are totally normal, and makes only technical sense."};
+        new_values["MemoryResident"] = { data.resident,
+            "The amount of physical memory used by the server process, in bytes." };
 #if !defined(OS_FREEBSD)
-        new_values["MemoryShared"] = data.shared;
+        new_values["MemoryShared"] = { data.shared,
+            "The amount of memory used by the server process, that is also shared by another processes, in bytes."
+            " ClickHouse does not use shared memory, and the only case for this metric to be higher than zero is the usage of the system's C library (`libc`)."
+            " This metric does not make a lot of sense to watch, and it exists only for completeness reasons."};
 #endif
-        new_values["MemoryCode"] = data.code;
-        new_values["MemoryDataAndStack"] = data.data_and_stack;
+        new_values["MemoryCode"] = { data.code,
+            "The amount of virtual memory mapped for the pages of machine code of the server process, in bytes." };
+        new_values["MemoryDataAndStack"] = { data.data_and_stack,
+            "The amount of virtual memory mapped for the use of stack and for the allocated memory, in bytes."
+            " It is unspecified whether it includes the per-thread stacks and most of the allocated memory, that is allocated with the 'mmap' system call."
+            " This metric exists only for completeness reasons. I recommend to use the `MemoryResident` metric for monitoring."};
 
         /// We must update the value of total_memory_tracker periodically.
         /// Otherwise it might be calculated incorrectly - it can include a "drift" of memory amount.
@@ -754,11 +774,22 @@ void AsynchronousMetrics::update(TimePoint update_time)
             assertChar('/', *loadavg);
             readText(threads_total, *loadavg);
 
-            new_values["LoadAverage1"] = loadavg1;
-            new_values["LoadAverage5"] = loadavg5;
-            new_values["LoadAverage15"] = loadavg15;
-            new_values["OSThreadsRunnable"] = threads_runnable;
-            new_values["OSThreadsTotal"] = threads_total;
+#define LOAD_AVERAGE_DOCUMENTATION \
+    " The load represents the number of threads across all the processes (the scheduling entities of the OS kernel)," \
+    " that are currently running by CPU or waiting for IO, or ready to run but not being scheduled at this point of time." \
+    " This number includes all the processes, not only clickhouse-server. The number can be greater than the number of CPU cores," \
+    " if the system is overloaded, and many processes are ready to run but waiting for CPU or IO."
+
+            new_values["LoadAverage1"] = { loadavg1,
+                "The whole system load, averaged with exponential smoothing over 1 minute." LOAD_AVERAGE_DOCUMENTATION };
+            new_values["LoadAverage5"] = { loadavg5,
+                "The whole system load, averaged with exponential smoothing over 5 minutes." LOAD_AVERAGE_DOCUMENTATION };
+            new_values["LoadAverage15"] = { loadavg15,
+                "The whole system load, averaged with exponential smoothing over 15 minutes." LOAD_AVERAGE_DOCUMENTATION };
+            new_values["OSThreadsRunnable"] = { threads_runnable,
+                "The total number of 'runnable' threads, as the OS kernel scheduler seeing it." };
+            new_values["OSThreadsTotal"] = { threads_total,
+                "The total number of threads, as the OS kernel scheduler seeing it." };
         }
         catch (...)
         {
@@ -775,7 +806,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
             Float64 uptime_seconds = 0;
             readText(uptime_seconds, *uptime);
 
-            new_values["OSUptime"] = uptime_seconds;
+            new_values["OSUptime"] = { uptime_seconds, "The uptime of the host server (the machine where ClickHouse is running), in seconds." };
         }
         catch (...)
         {
@@ -838,16 +869,43 @@ void AsynchronousMetrics::update(TimePoint update_time)
                         else
                             delta_values_all_cpus = delta_values;
 
-                        new_values["OSUserTime" + cpu_suffix] = delta_values.user * multiplier;
-                        new_values["OSNiceTime" + cpu_suffix] = delta_values.nice * multiplier;
-                        new_values["OSSystemTime" + cpu_suffix] = delta_values.system * multiplier;
-                        new_values["OSIdleTime" + cpu_suffix] = delta_values.idle * multiplier;
-                        new_values["OSIOWaitTime" + cpu_suffix] = delta_values.iowait * multiplier;
-                        new_values["OSIrqTime" + cpu_suffix] = delta_values.irq * multiplier;
-                        new_values["OSSoftIrqTime" + cpu_suffix] = delta_values.softirq * multiplier;
-                        new_values["OSStealTime" + cpu_suffix] = delta_values.steal * multiplier;
-                        new_values["OSGuestTime" + cpu_suffix] = delta_values.guest * multiplier;
-                        new_values["OSGuestNiceTime" + cpu_suffix] = delta_values.guest_nice * multiplier;
+                        new_values["OSUserTime" + cpu_suffix] = { delta_values.user * multiplier,
+                            "The ratio of time the CPU core was running userspace code. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " This includes also the time when the CPU was under-utilized due to the reasons internal to the CPU (memory loads, pipeline stalls, branch mispredictions, running another SMT core)."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSNiceTime" + cpu_suffix] = { delta_values.nice * multiplier,
+                            "The ratio of time the CPU core was running userspace code with higher priority. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSSystemTime" + cpu_suffix] = { delta_values.system * multiplier,
+                            "The ratio of time the CPU core was running OS kernel (system) code. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSIdleTime" + cpu_suffix] = { delta_values.idle * multiplier,
+                            "The ratio of time the CPU core was idle (not even ready to run a process waiting for IO) from the OS kernel standpoint. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " This does not include the time when the CPU was under-utilized due to the reasons internal to the CPU (memory loads, pipeline stalls, branch mispredictions, running another SMT core)."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSIOWaitTime" + cpu_suffix] = { delta_values.iowait * multiplier,
+                            "The ratio of time the CPU core was not running the code but when the OS kernel did not run any other process on this CPU as the processes were waiting for IO. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSIrqTime" + cpu_suffix] = { delta_values.irq * multiplier,
+                            "The ratio of time spent for running hardware interrupt requests on the CPU. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " A high number of this metric may indicate hardware misconfiguration or a very high network load."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSSoftIrqTime" + cpu_suffix] = { delta_values.softirq * multiplier,
+                            "The ratio of time spent for running software interrupt requests on the CPU. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " A high number of this metric may indicate inefficient software running on the system."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSStealTime" + cpu_suffix] = { delta_values.steal * multiplier,
+                            "The ratio of time spent in other operating systems by the CPU when running in a virtualized environment. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " Not every virtualized environments present this metric, and most of them don't."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSGuestTime" + cpu_suffix] = { delta_values.guest * multiplier,
+                            "The ratio of time spent running a virtual CPU for guest operating systems under the control of the Linux kernel (See `man procfs`). This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " This metric is irrelevant for ClickHouse, but still exists for completeness."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
+                        new_values["OSGuestNiceTime" + cpu_suffix] = { delta_values.guest_nice * multiplier,
+                            "The ratio of time spent running a virtual CPU for guest operating systems under the control of the Linux kernel, when a guest was set to a higher priority (See `man procfs`). This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            " This metric is irrelevant for ClickHouse, but still exists for completeness."
+                            " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                     }
 
                     prev_values = current_values;
@@ -872,14 +930,18 @@ void AsynchronousMetrics::update(TimePoint update_time)
                     UInt64 processes_running = 0;
                     readText(processes_running, *proc_stat);
                     skipToNextLineOrEOF(*proc_stat);
-                    new_values["OSProcessesRunning"] = processes_running;
+                    new_values["OSProcessesRunning"] = { processes_running,
+                        "The number of runnable (running or ready to run) threads by the operating system."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "procs_blocked")
                 {
                     UInt64 processes_blocked = 0;
                     readText(processes_blocked, *proc_stat);
                     skipToNextLineOrEOF(*proc_stat);
-                    new_values["OSProcessesBlocked"] = processes_blocked;
+                    new_values["OSProcessesBlocked"] = { processes_blocked,
+                        "Number of threads blocked waiting for I/O to complete (`man procfs`)."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else
                     skipToNextLineOrEOF(*proc_stat);
@@ -889,25 +951,45 @@ void AsynchronousMetrics::update(TimePoint update_time)
             {
                 ProcStatValuesOther delta_values = current_other_values - proc_stat_values_other;
 
-                new_values["OSInterrupts"] = delta_values.interrupts;
-                new_values["OSContextSwitches"] = delta_values.context_switches;
-                new_values["OSProcessesCreated"] = delta_values.processes_created;
+                new_values["OSInterrupts"] = { delta_values.interrupts, "The number of interrupts on the host machine. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                new_values["OSContextSwitches"] = { delta_values.context_switches, "The number of context switches that the system underwent on the host machine. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                new_values["OSProcessesCreated"] = { delta_values.processes_created, "The number of processes created. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
 
                 /// Also write values normalized to 0..1 by diving to the number of CPUs.
                 /// These values are good to be averaged across the cluster of non-uniform servers.
 
                 if (num_cpus)
                 {
-                    new_values["OSUserTimeNormalized"] = delta_values_all_cpus.user * multiplier / num_cpus;
-                    new_values["OSNiceTimeNormalized"] = delta_values_all_cpus.nice * multiplier / num_cpus;
-                    new_values["OSSystemTimeNormalized"] = delta_values_all_cpus.system * multiplier / num_cpus;
-                    new_values["OSIdleTimeNormalized"] = delta_values_all_cpus.idle * multiplier / num_cpus;
-                    new_values["OSIOWaitTimeNormalized"] = delta_values_all_cpus.iowait * multiplier / num_cpus;
-                    new_values["OSIrqTimeNormalized"] = delta_values_all_cpus.irq * multiplier / num_cpus;
-                    new_values["OSSoftIrqTimeNormalized"] = delta_values_all_cpus.softirq * multiplier / num_cpus;
-                    new_values["OSStealTimeNormalized"] = delta_values_all_cpus.steal * multiplier / num_cpus;
-                    new_values["OSGuestTimeNormalized"] = delta_values_all_cpus.guest * multiplier / num_cpus;
-                    new_values["OSGuestNiceTimeNormalized"] = delta_values_all_cpus.guest_nice * multiplier / num_cpus;
+                    new_values["OSUserTimeNormalized"] = { delta_values_all_cpus.user * multiplier / num_cpus,
+                        "The value is similar to `OSUserTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSNiceTimeNormalized"] = { delta_values_all_cpus.nice * multiplier / num_cpus,
+                        "The value is similar to `OSNiceTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSSystemTimeNormalized"] = { delta_values_all_cpus.system * multiplier / num_cpus,
+                        "The value is similar to `OSSystemTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSIdleTimeNormalized"] = { delta_values_all_cpus.idle * multiplier / num_cpus,
+                        "The value is similar to `OSIdleTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSIOWaitTimeNormalized"] = { delta_values_all_cpus.iowait * multiplier / num_cpus,
+                        "The value is similar to `OSIOWaitTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSIrqTimeNormalized"] = { delta_values_all_cpus.irq * multiplier / num_cpus,
+                        "The value is similar to `OSIrqTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSSoftIrqTimeNormalized"] = { delta_values_all_cpus.softirq * multiplier / num_cpus,
+                        "The value is similar to `OSSoftIrqTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSStealTimeNormalized"] = { delta_values_all_cpus.steal * multiplier / num_cpus,
+                        "The value is similar to `OSStealTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSGuestTimeNormalized"] = { delta_values_all_cpus.guest * multiplier / num_cpus,
+                        "The value is similar to `OSGuestTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
+                    new_values["OSGuestNiceTimeNormalized"] = { delta_values_all_cpus.guest_nice * multiplier / num_cpus,
+                        "The value is similar to `OSGuestNiceTime` but divided to the number of CPU cores to be measured in the [0..1] interval regardless of the number of cores."
+                        " This allows you to average the values of this metric across multiple servers in a cluster even if the number of cores is non-uniform, and still get the average resource utilization metric."};
                 }
             }
 
@@ -962,39 +1044,47 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
                 if (name == "MemTotal:")
                 {
-                    new_values["OSMemoryTotal"] = bytes;
+                    new_values["OSMemoryTotal"] = { bytes, "The total amount of memory on the host system, in bytes." };
                 }
                 else if (name == "MemFree:")
                 {
-                    /// We cannot simply name this metric "Free", because it confuses users.
-                    /// See https://www.linuxatemyram.com/
-                    /// For convenience we also provide OSMemoryFreePlusCached, that should be somewhat similar to OSMemoryAvailable.
-
                     free_plus_cached_bytes += bytes;
-                    new_values["OSMemoryFreeWithoutCached"] = bytes;
+                    new_values["OSMemoryFreeWithoutCached"] = { bytes,
+                        "The amount of free memory on the host system, in bytes."
+                        " This does not include the memory used by the OS page cache memory, in bytes."
+                        " The page cache memory is also available for usage by programs, so the value of this metric can be confusing."
+                        " See the `OSMemoryAvailable` metric instead."
+                        " For convenience we also provide OSMemoryFreePlusCached, that should be somewhat similar to OSMemoryAvailable."
+                        " See also https://www.linuxatemyram.com/."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "MemAvailable:")
                 {
-                    new_values["OSMemoryAvailable"] = bytes;
+                    new_values["OSMemoryAvailable"] = { bytes, "The amount of memory available to be used by programs, in bytes. This is very similar to the `OSMemoryFreePlusCached` metric."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "Buffers:")
                 {
-                    new_values["OSMemoryBuffers"] = bytes;
+                    new_values["OSMemoryBuffers"] = { bytes, "The amount of memory used by OS kernel buffers, in bytes. This should be typically small, and large values may indicate a misconfiguration of the OS."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "Cached:")
                 {
                     free_plus_cached_bytes += bytes;
-                    new_values["OSMemoryCached"] = bytes;
+                    new_values["OSMemoryCached"] = { bytes, "The amount of memory used by the OS page cache, in bytes. Typically, almost all available memory is used by the OS page cache - high values of this metric are normal and expected."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "SwapCached:")
                 {
-                    new_values["OSMemorySwapCached"] = bytes;
+                    new_values["OSMemorySwapCached"] = { bytes, "The amount of memory in swap that was also loaded in RAM. Swap should be disabled on production systems. If the value of this metric is large, it indicates a misconfiguration."
+                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
 
                 skipToNextLineOrEOF(*meminfo);
             }
 
-            new_values["OSMemoryFreePlusCached"] = free_plus_cached_bytes;
+            new_values["OSMemoryFreePlusCached"] = { free_plus_cached_bytes, "The amount of free memory or OS page cache memory on the host system, in bytes. This memory is available to be used by programs. The value should be very similar to `OSMemoryAvailable`."
+                " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
         }
         catch (...)
         {
@@ -1043,7 +1133,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                     if (auto colon = s.find_first_of(':'))
                     {
                         auto mhz = std::stod(s.substr(colon + 2));
-                        new_values[fmt::format("CPUFrequencyMHz_{}", core_id)] = mhz;
+                        new_values[fmt::format("CPUFrequencyMHz_{}", core_id)] = { mhz, "The current frequency of the CPU, in MHz. Most of the modern CPUs adjust the frequency dynamically for power saving and Turbo Boosting." };
                     }
                 }
             }
@@ -1062,7 +1152,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
             uint64_t open_files = 0;
             readText(open_files, *file_nr);
-            new_values["OSOpenFiles"] = open_files;
+            new_values["OSOpenFiles"] = { open_files, "The total number of opened files on the host machine."
+                " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
         }
         catch (...)
         {
@@ -1107,33 +1198,80 @@ void AsynchronousMetrics::update(TimePoint update_time)
             /// Always in milliseconds according to the docs.
             static constexpr double time_multiplier = 1e-6;
 
-            new_values["BlockReadOps_" + name] = delta_values.read_ios;
-            new_values["BlockWriteOps_" + name] = delta_values.write_ios;
-            new_values["BlockDiscardOps_" + name] = delta_values.discard_ops;
+#define BLOCK_DEVICE_EXPLANATION \
+    " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." \
+    " See https://www.kernel.org/doc/Documentation/block/stat.txt"
 
-            new_values["BlockReadMerges_" + name] = delta_values.read_merges;
-            new_values["BlockWriteMerges_" + name] = delta_values.write_merges;
-            new_values["BlockDiscardMerges_" + name] = delta_values.discard_merges;
+            new_values["BlockReadOps_" + name] = { delta_values.read_ios,
+                "Number of read operations requested from the block device."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockWriteOps_" + name] = { delta_values.write_ios,
+                "Number of write operations requested from the block device."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockDiscardOps_" + name] = { delta_values.discard_ops,
+                "Number of discard operations requested from the block device. These operations are relevant for SSD."
+                " They are not used by ClickHouse, but can be used by other processes on the system."
+                BLOCK_DEVICE_EXPLANATION };
 
-            new_values["BlockReadBytes_" + name] = delta_values.read_sectors * sector_size;
-            new_values["BlockWriteBytes_" + name] = delta_values.write_sectors * sector_size;
-            new_values["BlockDiscardBytes_" + name] = delta_values.discard_sectors * sector_size;
+            new_values["BlockReadMerges_" + name] = { delta_values.read_merges,
+                "Number of read operations requested from the block device and merged together by the OS IO scheduler."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockWriteMerges_" + name] = { delta_values.write_merges,
+                "Number of write operations requested from the block device and merged together by the OS IO scheduler."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockDiscardMerges_" + name] = { delta_values.discard_merges,
+                "Number of discard operations requested from the block device and merged together by the OS IO scheduler."
+                " These operations are relevant for SSD. They are not used by ClickHouse, but can be used by other processes on the system."
+                BLOCK_DEVICE_EXPLANATION };
 
-            new_values["BlockReadTime_" + name] = delta_values.read_ticks * time_multiplier;
-            new_values["BlockWriteTime_" + name] = delta_values.write_ticks * time_multiplier;
-            new_values["BlockDiscardTime_" + name] = delta_values.discard_ticks * time_multiplier;
+            new_values["BlockReadBytes_" + name] = { delta_values.read_sectors * sector_size,
+                "Number of bytes read from the block device."
+                " It can be lower than the number of bytes read from the filesystem due to the usage of the OS page cache, that saves IO."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockWriteBytes_" + name] = { delta_values.write_sectors * sector_size,
+                "Number of bytes written to the block device."
+                " It can be lower than the number of bytes written to the filesystem due to the usage of the OS page cache, that saves IO."
+                " A write to the block device may happen later than the corresponding write to the filesystem due to write-through caching."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockDiscardBytes_" + name] = { delta_values.discard_sectors * sector_size,
+                "Number of discarded bytes on the block device."
+                " These operations are relevant for SSD. They are not used by ClickHouse, but can be used by other processes on the system."
+                BLOCK_DEVICE_EXPLANATION };
 
-            new_values["BlockInFlightOps_" + name] = delta_values.in_flight_ios;
+            new_values["BlockReadTime_" + name] = { delta_values.read_ticks * time_multiplier,
+                "Time in seconds spend in read operations requested from the block device, summed across all the operations."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockWriteTime_" + name] = { delta_values.write_ticks * time_multiplier,
+                "Time in seconds spend in write operations requested from the block device, summed across all the operations."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockDiscardTime_" + name] = { delta_values.discard_ticks * time_multiplier,
+                "Time in seconds spend in discard operations requested from the block device, summed across all the operations."
+                " These operations are relevant for SSD. They are not used by ClickHouse, but can be used by other processes on the system."
+                BLOCK_DEVICE_EXPLANATION };
 
-            new_values["BlockActiveTime_" + name] = delta_values.io_ticks * time_multiplier;
-            new_values["BlockQueueTime_" + name] = delta_values.time_in_queue * time_multiplier;
+            new_values["BlockInFlightOps_" + name] = { delta_values.in_flight_ios,
+                "This value counts the number of I/O requests that have been issued to"
+                " the device driver but have not yet completed. It does not include IO"
+                " requests that are in the queue but not yet issued to the device driver."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockActiveTime_" + name] = { delta_values.io_ticks * time_multiplier,
+                "Time in seconds the block device had the IO requests queued."
+                BLOCK_DEVICE_EXPLANATION };
+            new_values["BlockQueueTime_" + name] = { delta_values.time_in_queue * time_multiplier,
+                "This value counts the number of milliseconds that IO requests have waited"
+                " on this block device. If there are multiple IO requests waiting, this"
+                " value will increase as the product of the number of milliseconds times the"
+                " number of requests waiting."
+                BLOCK_DEVICE_EXPLANATION };
 
             if (delta_values.in_flight_ios)
             {
                 /// TODO Check if these values are meaningful.
 
-                new_values["BlockActiveTimePerOp_" + name] = delta_values.io_ticks * time_multiplier / delta_values.in_flight_ios;
-                new_values["BlockQueueTimePerOp_" + name] = delta_values.time_in_queue * time_multiplier / delta_values.in_flight_ios;
+                new_values["BlockActiveTimePerOp_" + name] = { delta_values.io_ticks * time_multiplier / delta_values.in_flight_ios,
+                    "Similar to the `BlockActiveTime` metrics, but the value is divided to the number of IO operations to count the per-operation time." };
+                new_values["BlockQueueTimePerOp_" + name] = { delta_values.time_in_queue * time_multiplier / delta_values.in_flight_ios,
+                    "Similar to the `BlockQueueTime` metrics, but the value is divided to the number of IO operations to count the per-operation time." };
             }
         }
     }
@@ -1221,15 +1359,31 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
                 if (!first_run)
                 {
-                    new_values["NetworkReceiveBytes_" + interface_name] = delta_values.recv_bytes;
-                    new_values["NetworkReceivePackets_" + interface_name] = delta_values.recv_packets;
-                    new_values["NetworkReceiveErrors_" + interface_name] = delta_values.recv_errors;
-                    new_values["NetworkReceiveDrop_" + interface_name] = delta_values.recv_drop;
+                    new_values["NetworkReceiveBytes_" + interface_name] = { delta_values.recv_bytes,
+                        " Number of bytes received via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                    new_values["NetworkReceivePackets_" + interface_name] = { delta_values.recv_packets,
+                        " Number of network packets received via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                    new_values["NetworkReceiveErrors_" + interface_name] = { delta_values.recv_errors,
+                        " Number of times error happened receiving via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                    new_values["NetworkReceiveDrop_" + interface_name] = { delta_values.recv_drop,
+                        " Number of bytes a packet was dropped while received via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
 
-                    new_values["NetworkSendBytes_" + interface_name] = delta_values.send_bytes;
-                    new_values["NetworkSendPackets_" + interface_name] = delta_values.send_packets;
-                    new_values["NetworkSendErrors_" + interface_name] = delta_values.send_errors;
-                    new_values["NetworkSendDrop_" + interface_name] = delta_values.send_drop;
+                    new_values["NetworkSendBytes_" + interface_name] = { delta_values.send_bytes,
+                        " Number of bytes sent via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                    new_values["NetworkSendPackets_" + interface_name] = { delta_values.send_packets,
+                        " Number of network packets sent via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                    new_values["NetworkSendErrors_" + interface_name] = { delta_values.send_errors,
+                        " Number of times error (e.g. TCP retransmit) happened while sending via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                    new_values["NetworkSendDrop_" + interface_name] = { delta_values.send_drop,
+                        " Number of times a packed was dropped while sending via the network interface."
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
             }
         }
@@ -1248,7 +1402,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
             in.rewind();
             Int64 temperature = 0;
             readText(temperature, in);
-            new_values[fmt::format("Temperature{}", i)] = temperature * 0.001;
+            new_values[fmt::format("Temperature{}", i)] = { temperature * 0.001,
+                "The temperature of the corresponding device in ℃. A sensor can return an unrealistic value." };
         }
     }
     catch (...)
@@ -1287,9 +1442,11 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 }
 
                 if (sensor_name.empty())
-                    new_values[fmt::format("Temperature_{}", hwmon_name)] = temperature * 0.001;
+                    new_values[fmt::format("Temperature_{}", hwmon_name)] = { temperature * 0.001,
+                        "The temperature reported by the corresponding hardware monitor in ℃. A sensor can return an unrealistic value." };
                 else
-                    new_values[fmt::format("Temperature_{}_{}", hwmon_name, sensor_name)] = temperature * 0.001;
+                    new_values[fmt::format("Temperature_{}_{}", hwmon_name, sensor_name)] = { temperature * 0.001,
+                        "The temperature reported by the corresponding hardware monitor and the corresponding sensor in ℃. A sensor can return an unrealistic value." };
             }
         }
     }
@@ -1325,7 +1482,9 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 in.rewind();
                 uint64_t errors = 0;
                 readText(errors, in);
-                new_values[fmt::format("EDAC{}_Correctable", i)] = errors;
+                new_values[fmt::format("EDAC{}_Correctable", i)] = { errors, "The number of correctable ECC memory errors",
+                    " A high number of this value indicates bad RAM which has to be immediately replaced,"
+                    " because in presence of a high number of corrected errors, a number of silent errors may happen as well, leading to data corruption." };
             }
 
             if (edac[i].second)
@@ -1334,7 +1493,9 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 in.rewind();
                 uint64_t errors = 0;
                 readText(errors, in);
-                new_values[fmt::format("EDAC{}_Uncorrectable", i)] = errors;
+                new_values[fmt::format("EDAC{}_Uncorrectable", i)] = { errors, "The number of uncorrectable ECC memory errors",
+                    " A non-zero number of this value indicates bad RAM which has to be immediately replaced,"
+                    " because it indicates potential data corruption." };
             }
         }
     }
@@ -1475,44 +1636,46 @@ void AsynchronousMetrics::update(TimePoint update_time)
             }
         }
 
-        new_values["ReplicasMaxQueueSize"] = max_queue_size;
-        new_values["ReplicasMaxInsertsInQueue"] = max_inserts_in_queue;
-        new_values["ReplicasMaxMergesInQueue"] = max_merges_in_queue;
+        new_values["ReplicasMaxQueueSize"] = { max_queue_size, "Maximum queue size (in the number of operations like get, merge) across Replicated tables." };
+        new_values["ReplicasMaxInsertsInQueue"] = { max_inserts_in_queue, "Maximum number of INSERT operations in the queue (still to be replicated) across Replicated tables." };
+        new_values["ReplicasMaxMergesInQueue"] = { max_merges_in_queue, "Maximum number of merge operations in the queue (still to be applied) across Replicated tables." };
 
-        new_values["ReplicasSumQueueSize"] = sum_queue_size;
-        new_values["ReplicasSumInsertsInQueue"] = sum_inserts_in_queue;
-        new_values["ReplicasSumMergesInQueue"] = sum_merges_in_queue;
+        new_values["ReplicasSumQueueSize"] = { sum_queue_size, "Sum queue size (in the number of operations like get, merge) across Replicated tables." };
+        new_values["ReplicasSumInsertsInQueue"] = { sum_inserts_in_queue, "Sum of INSERT operations in the queue (still to be replicated) across Replicated tables." };
+        new_values["ReplicasSumMergesInQueue"] = { sum_merges_in_queue, "Sum of merge operations in the queue (still to be applied) across Replicated tables." };
 
-        new_values["ReplicasMaxAbsoluteDelay"] = max_absolute_delay;
-        new_values["ReplicasMaxRelativeDelay"] = max_relative_delay;
+        new_values["ReplicasMaxAbsoluteDelay"] = { max_absolute_delay, "Maximum difference in seconds between the most fresh replicated part and the most fresh data part still to be replicated, across Replicated tables. A very high value indicates a replica with no data." };
+        new_values["ReplicasMaxRelativeDelay"] = { max_relative_delay, "Maximum difference between the replica delay and the delay of the most up-to-date replica of the same table, across Replicated tables." };
 
-        new_values["MaxPartCountForPartition"] = max_part_count_for_partition;
+        new_values["MaxPartCountForPartition"] = { max_part_count_for_partition, "Maximum number of parts per partition across all partitions of all tables of MergeTree family. Values larger than 300 indicates misconfiguration, overload, or massive data loading." };
 
-        new_values["NumberOfDatabases"] = number_of_databases;
-        new_values["NumberOfTables"] = total_number_of_tables;
+        new_values["NumberOfDatabases"] = { number_of_databases, "Total number of databases on the server." };
+        new_values["NumberOfTables"] = { total_number_of_tables, "Total number of tables summed across the databases on the server, excluding the databases that cannot contain MergeTree tables."
+            "The excluded database engines are those who generate the set of tables on the fly, like `Lazy`, `MySQL`, `PostgreSQL`, `SQlite`."};
 
-        new_values["TotalBytesOfMergeTreeTables"] = total_number_of_bytes;
-        new_values["TotalRowsOfMergeTreeTables"] = total_number_of_rows;
-        new_values["TotalPartsOfMergeTreeTables"] = total_number_of_parts;
+        new_values["TotalBytesOfMergeTreeTables"] = { total_number_of_bytes, "Total amount of bytes (compressed, including data and indices) stored in all tables of MergeTree family." };
+        new_values["TotalRowsOfMergeTreeTables"] = { total_number_of_rows, "Total amount of rows (records) stored in all tables of MergeTree family." };
+        new_values["TotalPartsOfMergeTreeTables"] = { total_number_of_parts, "Total amount of data parts in all tables of MergeTree family."
+            " Numbers larger than 10 000 will negatively affect the server startup time and it may indicate unreasonable choice of the partition key." };
 
-        auto get_metric_name = [](const String & name) -> const char *
+        auto get_metric_name_doc = [](const String & name) -> std::pair<const char *, const char *>
         {
-            static std::map<String, const char *> metric_map =
+            static std::map<String, std::pair<const char *, const char *>> metric_map =
             {
-                {"tcp_port", "TCPThreads"},
-                {"tcp_port_secure", "TCPSecureThreads"},
-                {"http_port", "HTTPThreads"},
-                {"https_port", "HTTPSecureThreads"},
-                {"interserver_http_port", "InterserverThreads"},
-                {"interserver_https_port", "InterserverSecureThreads"},
-                {"mysql_port", "MySQLThreads"},
-                {"postgresql_port", "PostgreSQLThreads"},
-                {"grpc_port", "GRPCThreads"},
-                {"prometheus.port", "PrometheusThreads"}
+                {"tcp_port", {"TCPThreads", "Number of threads in the server of the TCP protocol (without TLS)."}},
+                {"tcp_port_secure", {"TCPSecureThreads", "Number of threads in the server of the TCP protocol (with TLS)."}},
+                {"http_port", {"HTTPThreads", "Number of threads in the server of the HTTP interface (without TLS)."}},
+                {"https_port", {"HTTPSecureThreads", "Number of threads in the server of the HTTPS interface."}},
+                {"interserver_http_port", {"InterserverThreads", "Number of threads in the server of the replicas communication protocol (without TLS)."}},
+                {"interserver_https_port", {"InterserverSecureThreads", "Number of threads in the server of the replicas communication protocol (with TLS)."}},
+                {"mysql_port", {"MySQLThreads", "Number of threads in the server of the MySQL compatibility protocol."}},
+                {"postgresql_port", {"PostgreSQLThreads", "Number of threads in the server of the PostgreSQL compatibility protocol."}},
+                {"grpc_port", {"GRPCThreads", "Number of threads in the server of the GRPC protocol."}},
+                {"prometheus.port", {"PrometheusThreads", "Number of threads in the server of the Prometheus endpoint. Note: prometheus endpoints can be also used via the usual HTTP/HTTPs ports."}}
             };
             auto it = metric_map.find(name);
             if (it == metric_map.end())
-                return nullptr;
+                return { nullptr, nullptr };
             else
                 return it->second;
         };
@@ -1520,8 +1683,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
         const auto server_metrics = protocol_server_metrics_func();
         for (const auto & server_metric : server_metrics)
         {
-            if (const auto * name = get_metric_name(server_metric.port_name))
-                new_values[name] = server_metric.current_threads;
+            if (auto name_doc = get_metric_name_doc(server_metric.port_name); name_doc.first != nullptr)
+                new_values[name_doc.first] = { server_metric.current_threads, name_doc.second };
         }
     }
 #if USE_NURAFT
@@ -1534,14 +1697,14 @@ void AsynchronousMetrics::update(TimePoint update_time)
             size_t is_observer = 0;
             size_t is_standalone = 0;
             size_t znode_count = 0;
-            size_t watch_count =0;
+            size_t watch_count = 0;
             size_t ephemerals_count = 0;
-            size_t approximate_data_size =0;
+            size_t approximate_data_size = 0;
             size_t key_arena_size = 0;
-            size_t latest_snapshot_size =0;
-            size_t open_file_descriptor_count =0;
-            size_t max_file_descriptor_count =0;
-            size_t followers =0;
+            size_t latest_snapshot_size = 0;
+            size_t open_file_descriptor_count = 0;
+            size_t max_file_descriptor_count = 0;
+            size_t followers = 0;
             size_t synced_followers = 0;
             size_t zxid = 0;
             size_t session_with_watches = 0;
@@ -1582,29 +1745,29 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 }
             }
 
-            new_values["KeeperIsLeader"] = is_leader;
-            new_values["KeeperIsFollower"] = is_follower;
-            new_values["KeeperIsObserver"] = is_observer;
-            new_values["KeeperIsStandalone"] = is_standalone;
+            new_values["KeeperIsLeader"] = { is_leader, "1 if ClickHouse Keeper is a leader, 0 otherwise." };
+            new_values["KeeperIsFollower"] = { is_follower, "1 if ClickHouse Keeper is a follower, 0 otherwise." };
+            new_values["KeeperIsObserver"] = { is_observer, "1 if ClickHouse Keeper is an observer, 0 otherwise." };
+            new_values["KeeperIsStandalone"] = { is_standalone, "1 if ClickHouse Keeper is in a standalone mode, 0 otherwise." };
 
-            new_values["KeeperZnodeCount"] = znode_count;
-            new_values["KeeperWatchCount"] = watch_count;
-            new_values["KeeperEphemeralsCount"] = ephemerals_count;
+            new_values["KeeperZnodeCount"] = { znode_count, "The number of nodes (data entries) in ClickHouse Keeper." };
+            new_values["KeeperWatchCount"] = { watch_count, "The number of watches in ClickHouse Keeper." };
+            new_values["KeeperEphemeralsCount"] = { ephemerals_count, "The number of ephemeral nodes in ClickHouse Keeper." };
 
-            new_values["KeeperApproximateDataSize"] = approximate_data_size;
-            new_values["KeeperKeyArenaSize"] = key_arena_size;
-            new_values["KeeperLatestSnapshotSize"] = latest_snapshot_size;
+            new_values["KeeperApproximateDataSize"] = { approximate_data_size, "The approximate data size of ClickHouse Keeper, in bytes." };
+            new_values["KeeperKeyArenaSize"] = { key_arena_size, "The size in bytes of the memory arena for keys in ClickHouse Keeper." };
+            new_values["KeeperLatestSnapshotSize"] = { latest_snapshot_size, "The uncompressed size in bytes of the latest snapshot created by ClickHouse Keeper." };
 
-            new_values["KeeperOpenFileDescriptorCount"] = open_file_descriptor_count;
-            new_values["KeeperMaxFileDescriptorCount"] = max_file_descriptor_count;
+            new_values["KeeperOpenFileDescriptorCount"] = { open_file_descriptor_count, "The number of open file descriptors in ClickHouse Keeper." };
+            new_values["KeeperMaxFileDescriptorCount"] = { max_file_descriptor_count, "The maximum number of open file descriptors in ClickHouse Keeper." };
 
-            new_values["KeeperFollowers"] = followers;
-            new_values["KeeperSyncedFollowers"] = synced_followers;
-            new_values["KeeperZxid"] = zxid;
-            new_values["KeeperSessionWithWatches"] = session_with_watches;
-            new_values["KeeperPathsWatched"] = paths_watched;
-            new_values["KeeperSnapshotDirSize"] = snapshot_dir_size;
-            new_values["KeeperLogDirSize"] = log_dir_size;
+            new_values["KeeperFollowers"] = { followers, "The number of followers of ClickHouse Keeper." };
+            new_values["KeeperSyncedFollowers"] = { synced_followers, "The number of followers of ClickHouse Keeper who are also in-sync." };
+            new_values["KeeperZxid"] = { zxid, "The current transaction id number (zxid) in ClickHouse Keeper." };
+            new_values["KeeperSessionWithWatches"] = { session_with_watches, "The number of client sessions of ClickHouse Keeper having watches." };
+            new_values["KeeperPathsWatched"] = { paths_watched, "The number of different paths watched by the clients of ClickHouse Keeper." };
+            new_values["KeeperSnapshotDirSize"] = { snapshot_dir_size, "The size of the snapshots directory of ClickHouse Keeper, in bytes." };
+            new_values["KeeperLogDirSize"] = { log_dir_size, "The size of the logs directory of ClickHouse Keeper, in bytes." };
         }
     }
 #endif
@@ -1613,7 +1776,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
     /// Add more metrics as you wish.
 
-    new_values["AsynchronousMetricsCalculationTimeSpent"] = watch.elapsedSeconds();
+    new_values["AsynchronousMetricsCalculationTimeSpent"] = { watch.elapsedSeconds(), "Time in seconds spent for calculation of asynchronous metrics (this is the overhead of asynchronous metrics)." };
 
     /// Log the new metrics.
     if (auto asynchronous_metric_log = getContext()->getAsynchronousMetricLog())
@@ -1693,11 +1856,10 @@ void AsynchronousMetrics::updateHeavyMetricsIfNeeded(TimePoint current_time, Tim
                  update_period.count(),
                  heavy_metric_update_period.count(),
                  watch.elapsedSeconds());
-
     }
 
-    new_values["NumberOfDetachedParts"] = detached_parts_stats.count;
-    new_values["NumberOfDetachedByUserParts"] = detached_parts_stats.detached_by_user;
+    new_values["NumberOfDetachedParts"] = { detached_parts_stats.count, "The total number of parts detached from MergeTree tables. A part can be detached by a user with the `ALTER TABLE DETACH` query or by the server itself it the part is broken, unexpected or unneeded. The server does not care about detached parts and they can be removed." };
+    new_values["NumberOfDetachedByUserParts"] = { detached_parts_stats.detached_by_user, "The total number of parts detached from MergeTree tables by users with the `ALTER TABLE DETACH` query (as opposed to unexpected, broken or ignored parts). The server does not care about detached parts and they can be removed." };
 }
 
 }
diff --git a/src/Interpreters/AsynchronousMetrics.h b/src/Interpreters/AsynchronousMetrics.h
index 6e32bdb43b8..32a82bc106e 100644
--- a/src/Interpreters/AsynchronousMetrics.h
+++ b/src/Interpreters/AsynchronousMetrics.h
@@ -18,16 +18,23 @@
 
 namespace Poco
 {
-class Logger;
+    class Logger;
 }
 
 namespace DB
 {
 
-class ProtocolServerAdapter;
 class ReadBuffer;
 
-using AsynchronousMetricValue = double;
+struct AsynchronousMetricValue
+{
+    double value;
+    const char * documentation;
+
+    AsynchronousMetricValue(double value_, const char * documentation_) : value(value_), documentation(documentation_) {}
+    AsynchronousMetricValue(size_t value_, const char * documentation_) : value(value_), documentation(documentation_) {}
+};
+
 using AsynchronousMetricValues = std::unordered_map<std::string, AsynchronousMetricValue>;
 
 struct ProtocolServerMetrics
@@ -42,6 +49,9 @@ struct ProtocolServerMetrics
   *
   * This includes both ClickHouse-related metrics (like memory usage of ClickHouse process)
   *  and common OS-related metrics (like total memory usage on the server).
+  *
+  * All the values are either gauge type (like the total number of tables, the current memory usage).
+  * Or delta-counters representing some accumulation during the interval of time.
   */
 class AsynchronousMetrics : WithContext
 {
diff --git a/src/Server/ProtocolServerAdapter.h b/src/Server/ProtocolServerAdapter.h
index 850640ab70a..514354f9723 100644
--- a/src/Server/ProtocolServerAdapter.h
+++ b/src/Server/ProtocolServerAdapter.h
@@ -6,8 +6,10 @@
 #include <memory>
 #include <string>
 
+
 namespace DB
 {
+
 class GRPCServer;
 class TCPServer;
 

From ba05b7dd2c2218b1e63d701c5b762e2ace26f1b4 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 03:36:20 +0100
Subject: [PATCH 154/211] Add documentation for AsynchronousMetrics

---
 programs/server/MetricsTransmitter.cpp        |  2 +-
 src/Interpreters/AsynchronousMetricLog.cpp    |  2 +-
 src/Interpreters/AsynchronousMetricLog.h      |  5 +-
 src/Interpreters/AsynchronousMetrics.cpp      | 56 ++++++++++++-------
 src/Interpreters/AsynchronousMetrics.h        |  1 +
 src/Server/PrometheusMetricsWriter.cpp        |  7 ++-
 src/Server/PrometheusMetricsWriter.h          |  2 +-
 .../StorageSystemAsynchronousMetrics.cpp      |  4 +-
 8 files changed, 51 insertions(+), 28 deletions(-)

diff --git a/programs/server/MetricsTransmitter.cpp b/programs/server/MetricsTransmitter.cpp
index 8ad519ba5aa..f7829a49a39 100644
--- a/programs/server/MetricsTransmitter.cpp
+++ b/programs/server/MetricsTransmitter.cpp
@@ -123,7 +123,7 @@ void MetricsTransmitter::transmit(std::vector<ProfileEvents::Count> & prev_count
     {
         for (const auto & name_value : async_metrics_values)
         {
-            key_vals.emplace_back(asynchronous_metrics_path_prefix + name_value.first, name_value.second);
+            key_vals.emplace_back(asynchronous_metrics_path_prefix + name_value.first, name_value.second.value);
         }
     }
 
diff --git a/src/Interpreters/AsynchronousMetricLog.cpp b/src/Interpreters/AsynchronousMetricLog.cpp
index 228934d5f4d..6176bb781ab 100644
--- a/src/Interpreters/AsynchronousMetricLog.cpp
+++ b/src/Interpreters/AsynchronousMetricLog.cpp
@@ -47,7 +47,7 @@ void AsynchronousMetricLog::addValues(const AsynchronousMetricValues & values)
     for (const auto & [key, value] : values)
     {
         element.metric_name = key;
-        element.value = round(value * precision) / precision;
+        element.value = round(value.value * precision) / precision;
 
         add(element);
     }
diff --git a/src/Interpreters/AsynchronousMetricLog.h b/src/Interpreters/AsynchronousMetricLog.h
index 900d84868bd..8a19fae29e9 100644
--- a/src/Interpreters/AsynchronousMetricLog.h
+++ b/src/Interpreters/AsynchronousMetricLog.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <Interpreters/SystemLog.h>
+#include <Interpreters/AsynchronousMetrics.h>
 #include <Common/ProfileEvents.h>
 #include <Common/CurrentMetrics.h>
 #include <Core/NamesAndTypes.h>
@@ -14,12 +15,8 @@
 namespace DB
 {
 
-using AsynchronousMetricValue = double;
-using AsynchronousMetricValues = std::unordered_map<std::string, AsynchronousMetricValue>;
-
 /** AsynchronousMetricLog is a log of metric values measured at regular time interval.
   */
-
 struct AsynchronousMetricLogElement
 {
     UInt16 event_date;
diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index f861fbb8426..6e8d745ef0e 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -394,7 +394,7 @@ static Value saveJemallocMetricImpl(
     Value value{};
     size_t size = sizeof(value);
     mallctl(jemalloc_full_name.c_str(), &value, &size, nullptr, 0);
-    values[clickhouse_full_name] = { value, "An internal metric of the low-level memory allocator (jemalloc). See https://jemalloc.net/jemalloc.3.html" };
+    values[clickhouse_full_name] = AsynchronousMetricValue(value, "An internal metric of the low-level memory allocator (jemalloc). See https://jemalloc.net/jemalloc.3.html");
     return value;
 }
 
@@ -1482,7 +1482,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 in.rewind();
                 uint64_t errors = 0;
                 readText(errors, in);
-                new_values[fmt::format("EDAC{}_Correctable", i)] = { errors, "The number of correctable ECC memory errors",
+                new_values[fmt::format("EDAC{}_Correctable", i)] = { errors,
+                    "The number of correctable ECC memory errors."
                     " A high number of this value indicates bad RAM which has to be immediately replaced,"
                     " because in presence of a high number of corrected errors, a number of silent errors may happen as well, leading to data corruption." };
             }
@@ -1493,7 +1494,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 in.rewind();
                 uint64_t errors = 0;
                 readText(errors, in);
-                new_values[fmt::format("EDAC{}_Uncorrectable", i)] = { errors, "The number of uncorrectable ECC memory errors",
+                new_values[fmt::format("EDAC{}_Uncorrectable", i)] = { errors,
+                    "The number of uncorrectable ECC memory errors."
                     " A non-zero number of this value indicates bad RAM which has to be immediately replaced,"
                     " because it indicates potential data corruption." };
             }
@@ -1519,24 +1521,36 @@ void AsynchronousMetrics::update(TimePoint update_time)
     {
         auto stat = getStatVFS(getContext()->getPath());
 
-        new_values["FilesystemMainPathTotalBytes"] = stat.f_blocks * stat.f_frsize;
-        new_values["FilesystemMainPathAvailableBytes"] = stat.f_bavail * stat.f_frsize;
-        new_values["FilesystemMainPathUsedBytes"] = (stat.f_blocks - stat.f_bavail) * stat.f_frsize;
-        new_values["FilesystemMainPathTotalINodes"] = stat.f_files;
-        new_values["FilesystemMainPathAvailableINodes"] = stat.f_favail;
-        new_values["FilesystemMainPathUsedINodes"] = stat.f_files - stat.f_favail;
+        new_values["FilesystemMainPathTotalBytes"] = { stat.f_blocks * stat.f_frsize,
+            "The size of the volume where the main ClickHouse path is mounted, in bytes." };
+        new_values["FilesystemMainPathAvailableBytes"] = { stat.f_bavail * stat.f_frsize,
+            "Available bytes on the volume where the main ClickHouse path is mounted." };
+        new_values["FilesystemMainPathUsedBytes"] = { (stat.f_blocks - stat.f_bavail) * stat.f_frsize,
+            "Used bytes on the volume where the main ClickHouse path is mounted." };
+        new_values["FilesystemMainPathTotalINodes"] = { stat.f_files,
+            "The total number of inodes on the volume where the main ClickHouse path is mounted. If it is less than 25 million, it indicates a misconfiguration." };
+        new_values["FilesystemMainPathAvailableINodes"] = { stat.f_favail,
+            "The number of available inodes on the volume where the main ClickHouse path is mounted. If it is close to zero, it indicates a misconfiguration, and you will get 'no space left on device' even when the disk is not full." };
+        new_values["FilesystemMainPathUsedINodes"] = { stat.f_files - stat.f_favail,
+            "The number of used inodes on the volume where the main ClickHouse path is mounted. This value mostly corresponds to the number of files." };
     }
 
     {
         /// Current working directory of the server is the directory with logs.
         auto stat = getStatVFS(".");
 
-        new_values["FilesystemLogsPathTotalBytes"] = stat.f_blocks * stat.f_frsize;
-        new_values["FilesystemLogsPathAvailableBytes"] = stat.f_bavail * stat.f_frsize;
-        new_values["FilesystemLogsPathUsedBytes"] = (stat.f_blocks - stat.f_bavail) * stat.f_frsize;
-        new_values["FilesystemLogsPathTotalINodes"] = stat.f_files;
-        new_values["FilesystemLogsPathAvailableINodes"] = stat.f_favail;
-        new_values["FilesystemLogsPathUsedINodes"] = stat.f_files - stat.f_favail;
+        new_values["FilesystemLogsPathTotalBytes"] = { stat.f_blocks * stat.f_frsize,
+            "The size of the volume where ClickHouse logs path is mounted, in bytes. It's recommended to have at least 10 GB for logs." };
+        new_values["FilesystemLogsPathAvailableBytes"] = { stat.f_bavail * stat.f_frsize,
+            "Available bytes on the volume where ClickHouse logs path is mounted. If this value approaches zero, you should tune the log rotation in the configuration file." };
+        new_values["FilesystemLogsPathUsedBytes"] = { (stat.f_blocks - stat.f_bavail) * stat.f_frsize,
+            "Used bytes on the volume where ClickHouse logs path is mounted." };
+        new_values["FilesystemLogsPathTotalINodes"] = { stat.f_files,
+            "The total number of inodes on the volume where ClickHouse logs path is mounted." };
+        new_values["FilesystemLogsPathAvailableINodes"] = { stat.f_favail,
+            "The number of available inodes on the volume where ClickHouse logs path is mounted." };
+        new_values["FilesystemLogsPathUsedINodes"] = { stat.f_files - stat.f_favail,
+            "The number of used inodes on the volume where ClickHouse logs path is mounted." };
     }
 
     /// Free and total space on every configured disk.
@@ -1553,10 +1567,14 @@ void AsynchronousMetrics::update(TimePoint update_time)
             auto available = disk->getAvailableSpace();
             auto unreserved = disk->getUnreservedSpace();
 
-            new_values[fmt::format("DiskTotal_{}", name)] = total;
-            new_values[fmt::format("DiskUsed_{}", name)] = total - available;
-            new_values[fmt::format("DiskAvailable_{}", name)] = available;
-            new_values[fmt::format("DiskUnreserved_{}", name)] = unreserved;
+            new_values[fmt::format("DiskTotal_{}", name)] = { total,
+                "The total size in bytes of the disk (virtual filesystem). Remote filesystems can show a large value like 16 EiB." };
+            new_values[fmt::format("DiskUsed_{}", name)] = { total - available,
+                "Used bytes on the disk (virtual filesystem). Remote filesystems not always provide this information." };
+            new_values[fmt::format("DiskAvailable_{}", name)] = { available,
+                "Available bytes on the disk (virtual filesystem). Remote filesystems can show a large value like 16 EiB." };
+            new_values[fmt::format("DiskUnreserved_{}", name)] = { unreserved,
+                "Available bytes on the disk (virtual filesystem) without the reservations for merges, fetches, and moves. Remote filesystems can show a large value like 16 EiB." };
         }
     }
 
diff --git a/src/Interpreters/AsynchronousMetrics.h b/src/Interpreters/AsynchronousMetrics.h
index 32a82bc106e..3529c162944 100644
--- a/src/Interpreters/AsynchronousMetrics.h
+++ b/src/Interpreters/AsynchronousMetrics.h
@@ -33,6 +33,7 @@ struct AsynchronousMetricValue
 
     AsynchronousMetricValue(double value_, const char * documentation_) : value(value_), documentation(documentation_) {}
     AsynchronousMetricValue(size_t value_, const char * documentation_) : value(value_), documentation(documentation_) {}
+    AsynchronousMetricValue() = default; /// For std::unordered_map::operator[].
 };
 
 using AsynchronousMetricValues = std::unordered_map<std::string, AsynchronousMetricValue>;
diff --git a/src/Server/PrometheusMetricsWriter.cpp b/src/Server/PrometheusMetricsWriter.cpp
index 9168eb5f24d..843d1e64463 100644
--- a/src/Server/PrometheusMetricsWriter.cpp
+++ b/src/Server/PrometheusMetricsWriter.cpp
@@ -108,11 +108,16 @@ void PrometheusMetricsWriter::write(WriteBuffer & wb) const
 
             if (!replaceInvalidChars(key))
                 continue;
+
             auto value = name_value.second;
 
+            std::string metric_doc{value.documentation};
+            convertHelpToSingleLine(metric_doc);
+
             // TODO: add HELP section? asynchronous_metrics contains only key and value
+            writeOutLine(wb, "# HELP", key, metric_doc);
             writeOutLine(wb, "# TYPE", key, "gauge");
-            writeOutLine(wb, key, value);
+            writeOutLine(wb, key, value.value);
         }
     }
 
diff --git a/src/Server/PrometheusMetricsWriter.h b/src/Server/PrometheusMetricsWriter.h
index 4422ced625e..0c2dde1f66f 100644
--- a/src/Server/PrometheusMetricsWriter.h
+++ b/src/Server/PrometheusMetricsWriter.h
@@ -3,11 +3,11 @@
 #include <string>
 
 #include <Interpreters/AsynchronousMetrics.h>
-
 #include <IO/WriteBuffer.h>
 
 #include <Poco/Util/AbstractConfiguration.h>
 
+
 namespace DB
 {
 
diff --git a/src/Storages/System/StorageSystemAsynchronousMetrics.cpp b/src/Storages/System/StorageSystemAsynchronousMetrics.cpp
index 70e12440678..e2f62b902b7 100644
--- a/src/Storages/System/StorageSystemAsynchronousMetrics.cpp
+++ b/src/Storages/System/StorageSystemAsynchronousMetrics.cpp
@@ -12,6 +12,7 @@ NamesAndTypesList StorageSystemAsynchronousMetrics::getNamesAndTypes()
     return {
         {"metric", std::make_shared<DataTypeString>()},
         {"value", std::make_shared<DataTypeFloat64>()},
+        {"description", std::make_shared<DataTypeString>()},
     };
 }
 
@@ -27,7 +28,8 @@ void StorageSystemAsynchronousMetrics::fillData(MutableColumns & res_columns, Co
     for (const auto & name_value : async_metrics_values)
     {
         res_columns[0]->insert(name_value.first);
-        res_columns[1]->insert(name_value.second);
+        res_columns[1]->insert(name_value.second.value);
+        res_columns[2]->insert(name_value.second.documentation);
     }
 }
 

From 9e8fca3b4227beb1681e5cca20acddee47f07c31 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 03:59:10 +0100
Subject: [PATCH 155/211] Update test

---
 .../0_stateless/02117_show_create_table_system.reference       | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/02117_show_create_table_system.reference b/tests/queries/0_stateless/02117_show_create_table_system.reference
index 4ffa31a5618..f2726f17e88 100644
--- a/tests/queries/0_stateless/02117_show_create_table_system.reference
+++ b/tests/queries/0_stateless/02117_show_create_table_system.reference
@@ -23,7 +23,8 @@ COMMENT 'SYSTEM TABLE is built on the fly.'
 CREATE TABLE system.asynchronous_metrics
 (
     `metric` String,
-    `value` Float64
+    `value` Float64,
+    `description` String
 )
 ENGINE = SystemAsynchronousMetrics
 COMMENT 'SYSTEM TABLE is built on the fly.'

From 3096534d6a845cb06b930973768a20cffa7ef9a0 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:07:29 +0100
Subject: [PATCH 156/211] Clarifiactions

---
 src/Interpreters/AsynchronousMetrics.cpp | 48 ++++++++++++------------
 1 file changed, 24 insertions(+), 24 deletions(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 6e8d745ef0e..9f657220999 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -703,7 +703,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
 #if !defined(OS_FREEBSD)
         new_values["MemoryShared"] = { data.shared,
             "The amount of memory used by the server process, that is also shared by another processes, in bytes."
-            " ClickHouse does not use shared memory, and the only case for this metric to be higher than zero is the usage of the system's C library (`libc`)."
+            " ClickHouse does not use shared memory, but some memory can be labeled by OS as shared for its own reasons."
             " This metric does not make a lot of sense to watch, and it exists only for completeness reasons."};
 #endif
         new_values["MemoryCode"] = { data.code,
@@ -870,40 +870,40 @@ void AsynchronousMetrics::update(TimePoint update_time)
                             delta_values_all_cpus = delta_values;
 
                         new_values["OSUserTime" + cpu_suffix] = { delta_values.user * multiplier,
-                            "The ratio of time the CPU core was running userspace code. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time the CPU core was running userspace code. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " This includes also the time when the CPU was under-utilized due to the reasons internal to the CPU (memory loads, pipeline stalls, branch mispredictions, running another SMT core)."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSNiceTime" + cpu_suffix] = { delta_values.nice * multiplier,
-                            "The ratio of time the CPU core was running userspace code with higher priority. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time the CPU core was running userspace code with higher priority. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSSystemTime" + cpu_suffix] = { delta_values.system * multiplier,
-                            "The ratio of time the CPU core was running OS kernel (system) code. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time the CPU core was running OS kernel (system) code. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSIdleTime" + cpu_suffix] = { delta_values.idle * multiplier,
-                            "The ratio of time the CPU core was idle (not even ready to run a process waiting for IO) from the OS kernel standpoint. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time the CPU core was idle (not even ready to run a process waiting for IO) from the OS kernel standpoint. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " This does not include the time when the CPU was under-utilized due to the reasons internal to the CPU (memory loads, pipeline stalls, branch mispredictions, running another SMT core)."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSIOWaitTime" + cpu_suffix] = { delta_values.iowait * multiplier,
-                            "The ratio of time the CPU core was not running the code but when the OS kernel did not run any other process on this CPU as the processes were waiting for IO. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time the CPU core was not running the code but when the OS kernel did not run any other process on this CPU as the processes were waiting for IO. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSIrqTime" + cpu_suffix] = { delta_values.irq * multiplier,
-                            "The ratio of time spent for running hardware interrupt requests on the CPU. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time spent for running hardware interrupt requests on the CPU. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " A high number of this metric may indicate hardware misconfiguration or a very high network load."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSSoftIrqTime" + cpu_suffix] = { delta_values.softirq * multiplier,
-                            "The ratio of time spent for running software interrupt requests on the CPU. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time spent for running software interrupt requests on the CPU. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " A high number of this metric may indicate inefficient software running on the system."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSStealTime" + cpu_suffix] = { delta_values.steal * multiplier,
-                            "The ratio of time spent in other operating systems by the CPU when running in a virtualized environment. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time spent in other operating systems by the CPU when running in a virtualized environment. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " Not every virtualized environments present this metric, and most of them don't."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSGuestTime" + cpu_suffix] = { delta_values.guest * multiplier,
-                            "The ratio of time spent running a virtual CPU for guest operating systems under the control of the Linux kernel (See `man procfs`). This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time spent running a virtual CPU for guest operating systems under the control of the Linux kernel (See `man procfs`). This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " This metric is irrelevant for ClickHouse, but still exists for completeness."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                         new_values["OSGuestNiceTime" + cpu_suffix] = { delta_values.guest_nice * multiplier,
-                            "The ratio of time spent running a virtual CPU for guest operating systems under the control of the Linux kernel, when a guest was set to a higher priority (See `man procfs`). This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
+                            "The ratio of time spent running a virtual CPU for guest operating systems under the control of the Linux kernel, when a guest was set to a higher priority (See `man procfs`). This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server."
                             " This metric is irrelevant for ClickHouse, but still exists for completeness."
                             " The value for a single CPU core will be in the interval [0..1]. The value for all CPU cores is calculated as a sum across them [0..num cores]."};
                     }
@@ -932,7 +932,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                     skipToNextLineOrEOF(*proc_stat);
                     new_values["OSProcessesRunning"] = { processes_running,
                         "The number of runnable (running or ready to run) threads by the operating system."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "procs_blocked")
                 {
@@ -941,7 +941,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                     skipToNextLineOrEOF(*proc_stat);
                     new_values["OSProcessesBlocked"] = { processes_blocked,
                         "Number of threads blocked waiting for I/O to complete (`man procfs`)."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else
                     skipToNextLineOrEOF(*proc_stat);
@@ -951,9 +951,9 @@ void AsynchronousMetrics::update(TimePoint update_time)
             {
                 ProcStatValuesOther delta_values = current_other_values - proc_stat_values_other;
 
-                new_values["OSInterrupts"] = { delta_values.interrupts, "The number of interrupts on the host machine. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
-                new_values["OSContextSwitches"] = { delta_values.context_switches, "The number of context switches that the system underwent on the host machine. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
-                new_values["OSProcessesCreated"] = { delta_values.processes_created, "The number of processes created. This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                new_values["OSInterrupts"] = { delta_values.interrupts, "The number of interrupts on the host machine. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                new_values["OSContextSwitches"] = { delta_values.context_switches, "The number of context switches that the system underwent on the host machine. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                new_values["OSProcessesCreated"] = { delta_values.processes_created, "The number of processes created. This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
 
                 /// Also write values normalized to 0..1 by diving to the number of CPUs.
                 /// These values are good to be averaged across the cluster of non-uniform servers.
@@ -1056,35 +1056,35 @@ void AsynchronousMetrics::update(TimePoint update_time)
                         " See the `OSMemoryAvailable` metric instead."
                         " For convenience we also provide OSMemoryFreePlusCached, that should be somewhat similar to OSMemoryAvailable."
                         " See also https://www.linuxatemyram.com/."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "MemAvailable:")
                 {
                     new_values["OSMemoryAvailable"] = { bytes, "The amount of memory available to be used by programs, in bytes. This is very similar to the `OSMemoryFreePlusCached` metric."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "Buffers:")
                 {
                     new_values["OSMemoryBuffers"] = { bytes, "The amount of memory used by OS kernel buffers, in bytes. This should be typically small, and large values may indicate a misconfiguration of the OS."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "Cached:")
                 {
                     free_plus_cached_bytes += bytes;
                     new_values["OSMemoryCached"] = { bytes, "The amount of memory used by the OS page cache, in bytes. Typically, almost all available memory is used by the OS page cache - high values of this metric are normal and expected."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
                 else if (name == "SwapCached:")
                 {
                     new_values["OSMemorySwapCached"] = { bytes, "The amount of memory in swap that was also loaded in RAM. Swap should be disabled on production systems. If the value of this metric is large, it indicates a misconfiguration."
-                        " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                        " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }
 
                 skipToNextLineOrEOF(*meminfo);
             }
 
-            new_values["OSMemoryFreePlusCached"] = { free_plus_cached_bytes, "The amount of free memory or OS page cache memory on the host system, in bytes. This memory is available to be used by programs. The value should be very similar to `OSMemoryAvailable`."
-                " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+            new_values["OSMemoryFreePlusCached"] = { free_plus_cached_bytes, "The amount of free memory plus OS page cache memory on the host system, in bytes. This memory is available to be used by programs. The value should be very similar to `OSMemoryAvailable`."
+                " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
         }
         catch (...)
         {
@@ -1153,7 +1153,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
             uint64_t open_files = 0;
             readText(open_files, *file_nr);
             new_values["OSOpenFiles"] = { open_files, "The total number of opened files on the host machine."
-                " This is system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
+                " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
         }
         catch (...)
         {

From 884603cc5b7ce6bf1bcefea80fc0784a1f83ebbe Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:08:17 +0100
Subject: [PATCH 157/211] Clarifiactions

---
 src/Interpreters/AsynchronousMetrics.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 9f657220999..8e84dec0dd9 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -1054,7 +1054,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                         " This does not include the memory used by the OS page cache memory, in bytes."
                         " The page cache memory is also available for usage by programs, so the value of this metric can be confusing."
                         " See the `OSMemoryAvailable` metric instead."
-                        " For convenience we also provide OSMemoryFreePlusCached, that should be somewhat similar to OSMemoryAvailable."
+                        " For convenience we also provide the `OSMemoryFreePlusCached` metric, that should be somewhat similar to OSMemoryAvailable."
                         " See also https://www.linuxatemyram.com/."
                         " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." };
                 }

From 90643aeba1b8d7b9918ec501b31de028778c6157 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:10:20 +0100
Subject: [PATCH 158/211] Clarifiactions

---
 src/Interpreters/AsynchronousMetrics.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 8e84dec0dd9..983eb36d042 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -1669,7 +1669,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
         new_values["NumberOfDatabases"] = { number_of_databases, "Total number of databases on the server." };
         new_values["NumberOfTables"] = { total_number_of_tables, "Total number of tables summed across the databases on the server, excluding the databases that cannot contain MergeTree tables."
-            "The excluded database engines are those who generate the set of tables on the fly, like `Lazy`, `MySQL`, `PostgreSQL`, `SQlite`."};
+            " The excluded database engines are those who generate the set of tables on the fly, like `Lazy`, `MySQL`, `PostgreSQL`, `SQlite`."};
 
         new_values["TotalBytesOfMergeTreeTables"] = { total_number_of_bytes, "Total amount of bytes (compressed, including data and indices) stored in all tables of MergeTree family." };
         new_values["TotalRowsOfMergeTreeTables"] = { total_number_of_rows, "Total amount of rows (records) stored in all tables of MergeTree family." };

From c06bff661514e24cab73c13e96aae471f01f6f40 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:12:58 +0100
Subject: [PATCH 159/211] More praise for heroes

---
 src/Interpreters/AsynchronousMetrics.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 983eb36d042..6fe4a1bc92e 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -669,7 +669,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
     // the following calls will return stale values. It increments and returns
     // the current epoch number, which might be useful to log as a sanity check.
     auto epoch = updateJemallocEpoch();
-    new_values["jemalloc.epoch"] = { epoch, "An internal incremental update number of the statistics of JeMalloc (a low-level memory allocator), used in all other `jemalloc` metrics." };
+    new_values["jemalloc.epoch"] = { epoch, "An internal incremental update number of the statistics of jemalloc (Jason Evans' memory allocator), used in all other `jemalloc` metrics." };
 
     // Collect the statistics themselves.
     saveJemallocMetric<size_t>(new_values, "allocated");

From 7aec54b95a6d69984e2420f7d997f5dca4b5bbd9 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:19:32 +0100
Subject: [PATCH 160/211] Clarifiactions

---
 src/Interpreters/AsynchronousMetrics.cpp | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 6fe4a1bc92e..d4018001a49 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -1210,7 +1210,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 BLOCK_DEVICE_EXPLANATION };
             new_values["BlockDiscardOps_" + name] = { delta_values.discard_ops,
                 "Number of discard operations requested from the block device. These operations are relevant for SSD."
-                " They are not used by ClickHouse, but can be used by other processes on the system."
+                " Discard operations are not used by ClickHouse, but can be used by other processes on the system."
                 BLOCK_DEVICE_EXPLANATION };
 
             new_values["BlockReadMerges_" + name] = { delta_values.read_merges,
@@ -1221,7 +1221,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 BLOCK_DEVICE_EXPLANATION };
             new_values["BlockDiscardMerges_" + name] = { delta_values.discard_merges,
                 "Number of discard operations requested from the block device and merged together by the OS IO scheduler."
-                " These operations are relevant for SSD. They are not used by ClickHouse, but can be used by other processes on the system."
+                " These operations are relevant for SSD. Discard operations are not used by ClickHouse, but can be used by other processes on the system."
                 BLOCK_DEVICE_EXPLANATION };
 
             new_values["BlockReadBytes_" + name] = { delta_values.read_sectors * sector_size,
@@ -1235,7 +1235,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 BLOCK_DEVICE_EXPLANATION };
             new_values["BlockDiscardBytes_" + name] = { delta_values.discard_sectors * sector_size,
                 "Number of discarded bytes on the block device."
-                " These operations are relevant for SSD. They are not used by ClickHouse, but can be used by other processes on the system."
+                " These operations are relevant for SSD. Discard operations are not used by ClickHouse, but can be used by other processes on the system."
                 BLOCK_DEVICE_EXPLANATION };
 
             new_values["BlockReadTime_" + name] = { delta_values.read_ticks * time_multiplier,
@@ -1246,7 +1246,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 BLOCK_DEVICE_EXPLANATION };
             new_values["BlockDiscardTime_" + name] = { delta_values.discard_ticks * time_multiplier,
                 "Time in seconds spend in discard operations requested from the block device, summed across all the operations."
-                " These operations are relevant for SSD. They are not used by ClickHouse, but can be used by other processes on the system."
+                " These operations are relevant for SSD. Discard operations are not used by ClickHouse, but can be used by other processes on the system."
                 BLOCK_DEVICE_EXPLANATION };
 
             new_values["BlockInFlightOps_" + name] = { delta_values.in_flight_ios,

From ddc01fd05ee29a8568952f0b7b00d316730c01d0 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:24:51 +0100
Subject: [PATCH 161/211] Add a test

---
 ...0_every_asynchronous_metric_must_have_documentation.reference | 0
 .../02480_every_asynchronous_metric_must_have_documentation.sql  | 1 +
 2 files changed, 1 insertion(+)
 create mode 100644 tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.reference
 create mode 100644 tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.sql

diff --git a/tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.reference b/tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.sql b/tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.sql
new file mode 100644
index 00000000000..3f0ab58cc43
--- /dev/null
+++ b/tests/queries/0_stateless/02480_every_asynchronous_metric_must_have_documentation.sql
@@ -0,0 +1 @@
+SELECT metric FROM system.asynchronous_metrics WHERE length(description) < 10;

From 045fd0651032cb8c7ec7bc7a99bd46f340d0f711 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:30:43 +0100
Subject: [PATCH 162/211] Clarifications

---
 src/Interpreters/AsynchronousMetrics.cpp | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index d4018001a49..291bca4277d 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -1200,7 +1200,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
 #define BLOCK_DEVICE_EXPLANATION \
     " This is a system-wide metric, it includes all the processes on the host machine, not just clickhouse-server." \
-    " See https://www.kernel.org/doc/Documentation/block/stat.txt"
+    " Source: `/sys/block`. See https://www.kernel.org/doc/Documentation/block/stat.txt"
 
             new_values["BlockReadOps_" + name] = { delta_values.read_ios,
                 "Number of read operations requested from the block device."
@@ -1403,7 +1403,7 @@ void AsynchronousMetrics::update(TimePoint update_time)
             Int64 temperature = 0;
             readText(temperature, in);
             new_values[fmt::format("Temperature{}", i)] = { temperature * 0.001,
-                "The temperature of the corresponding device in ℃. A sensor can return an unrealistic value." };
+                "The temperature of the corresponding device in ℃. A sensor can return an unrealistic value. Source: `/sys/class/thermal`" };
         }
     }
     catch (...)
@@ -1443,10 +1443,10 @@ void AsynchronousMetrics::update(TimePoint update_time)
 
                 if (sensor_name.empty())
                     new_values[fmt::format("Temperature_{}", hwmon_name)] = { temperature * 0.001,
-                        "The temperature reported by the corresponding hardware monitor in ℃. A sensor can return an unrealistic value." };
+                        "The temperature reported by the corresponding hardware monitor in ℃. A sensor can return an unrealistic value. Source: `/sys/class/hwmon`" };
                 else
                     new_values[fmt::format("Temperature_{}_{}", hwmon_name, sensor_name)] = { temperature * 0.001,
-                        "The temperature reported by the corresponding hardware monitor and the corresponding sensor in ℃. A sensor can return an unrealistic value." };
+                        "The temperature reported by the corresponding hardware monitor and the corresponding sensor in ℃. A sensor can return an unrealistic value. Source: `/sys/class/hwmon`" };
             }
         }
     }
@@ -1485,7 +1485,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 new_values[fmt::format("EDAC{}_Correctable", i)] = { errors,
                     "The number of correctable ECC memory errors."
                     " A high number of this value indicates bad RAM which has to be immediately replaced,"
-                    " because in presence of a high number of corrected errors, a number of silent errors may happen as well, leading to data corruption." };
+                    " because in presence of a high number of corrected errors, a number of silent errors may happen as well, leading to data corruption."
+                    " Source: `/sys/devices/system/edac/mc/`" };
             }
 
             if (edac[i].second)
@@ -1497,7 +1498,8 @@ void AsynchronousMetrics::update(TimePoint update_time)
                 new_values[fmt::format("EDAC{}_Uncorrectable", i)] = { errors,
                     "The number of uncorrectable ECC memory errors."
                     " A non-zero number of this value indicates bad RAM which has to be immediately replaced,"
-                    " because it indicates potential data corruption." };
+                    " because it indicates potential data corruption."
+                    " Source: `/sys/devices/system/edac/mc/`" };
             }
         }
     }

From f5270a6ebeeac6221079524b4a602908e26d6f0c Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 04:51:46 +0100
Subject: [PATCH 163/211] A workaround for LLVM bug,
 https://github.com/llvm/llvm-project/issues/58633

---
 cmake/sanitize.cmake | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/cmake/sanitize.cmake b/cmake/sanitize.cmake
index f0cef54b0b8..3e3bb7ec2b2 100644
--- a/cmake/sanitize.cmake
+++ b/cmake/sanitize.cmake
@@ -16,7 +16,9 @@ endmacro()
 
 if (SANITIZE)
     if (SANITIZE STREQUAL "address")
-        set (ASAN_FLAGS "-fsanitize=address -fsanitize-address-use-after-scope")
+        # LLVM-15 has a bug in Address Sanitizer, preventing the usage of 'sanitize-address-use-after-scope',
+        # see https://github.com/llvm/llvm-project/issues/58633
+        set (ASAN_FLAGS "-fsanitize=address -fno-sanitize-address-use-after-scope")
         set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${SAN_FLAGS} ${ASAN_FLAGS}")
         set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${SAN_FLAGS} ${ASAN_FLAGS}")
 

From dee11f11a1949217d29c3bc91a03fae8822e5151 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 05:07:05 +0100
Subject: [PATCH 164/211] Add a test

---
 tests/queries/0_stateless/01606_git_import.reference | 2 +-
 tests/queries/0_stateless/01606_git_import.sh        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/queries/0_stateless/01606_git_import.reference b/tests/queries/0_stateless/01606_git_import.reference
index 6b599307ba1..44ae4a3e039 100644
--- a/tests/queries/0_stateless/01606_git_import.reference
+++ b/tests/queries/0_stateless/01606_git_import.reference
@@ -1,4 +1,4 @@
 913
 888
 2931
-160553
+160553	4.6
diff --git a/tests/queries/0_stateless/01606_git_import.sh b/tests/queries/0_stateless/01606_git_import.sh
index 6d425c9bceb..8a2091a99a8 100755
--- a/tests/queries/0_stateless/01606_git_import.sh
+++ b/tests/queries/0_stateless/01606_git_import.sh
@@ -118,7 +118,7 @@ ${CLICKHOUSE_CLIENT} --query "INSERT INTO line_changes FORMAT TSV" < line_change
 
 ${CLICKHOUSE_CLIENT} --query "SELECT count() FROM commits"
 ${CLICKHOUSE_CLIENT} --query "SELECT count() FROM file_changes"
-${CLICKHOUSE_CLIENT} --query "SELECT count() FROM line_changes"
+${CLICKHOUSE_CLIENT} --query "SELECT count(), round(avg(indent), 1) FROM line_changes"
 
 ${CLICKHOUSE_CLIENT} --multiline --multiquery --query "
 DROP TABLE commits;

From c2ddef897f59fe7f60bf062eebfb9e510e0553d3 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 07:12:25 +0300
Subject: [PATCH 165/211] Update Dockerfile.ubuntu

---
 docker/server/Dockerfile.ubuntu | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker/server/Dockerfile.ubuntu b/docker/server/Dockerfile.ubuntu
index c552c26f731..f50160321e1 100644
--- a/docker/server/Dockerfile.ubuntu
+++ b/docker/server/Dockerfile.ubuntu
@@ -88,7 +88,7 @@ RUN arch=${TARGETARCH:-amd64} \
 # Some vulnerability scanners are arguing about Ubuntu, which is not relevant to ClickHouse at all.
 # ClickHouse does not care when you report false vulnerabilities by running some Docker scanners.
 
-RUN apt-get remove --purge -y libksba8 && apt-get autoremove
+RUN apt-get remove --purge -y libksba8 && apt-get autoremove -y
 
 # we need to allow "others" access to clickhouse folder, because docker container
 # can be started with arbitrary uid (openshift usecase)

From f6b334fb3af9ed5a6b62f6749889a7d9e2a35e26 Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Sun, 13 Nov 2022 12:03:46 +0000
Subject: [PATCH 166/211] add columns to information scheme

---
 .../System/InformationSchema/columns.sql      | 12 +++++-----
 .../01161_information_schema.reference        | 22 +++++++++----------
 ...information_schema_show_database.reference |  2 +-
 3 files changed, 19 insertions(+), 17 deletions(-)

diff --git a/src/Storages/System/InformationSchema/columns.sql b/src/Storages/System/InformationSchema/columns.sql
index 80cf2f911be..cf609bab0f7 100644
--- a/src/Storages/System/InformationSchema/columns.sql
+++ b/src/Storages/System/InformationSchema/columns.sql
@@ -3,10 +3,12 @@ ATTACH VIEW columns
     `table_catalog` String,
     `table_schema` String,
     `table_name` String,
+    `TABLE_SCHEMA` String,
+    `TABLE_NAME` String,
     `column_name` String,
     `ordinal_position` UInt64,
     `column_default` String,
-    `is_nullable` UInt8,
+    `is_nullable` String,
     `data_type` String,
     `character_maximum_length` Nullable(UInt64),
     `character_octet_length` Nullable(UInt64),
@@ -26,12 +28,10 @@ ATTACH VIEW columns
     `column_comment` String,
     `column_type` String,
     `TABLE_CATALOG` String ALIAS table_catalog,
-    `TABLE_SCHEMA` String ALIAS table_schema,
-    `TABLE_NAME` String ALIAS table_name,
     `COLUMN_NAME` String ALIAS column_name,
     `ORDINAL_POSITION` UInt64 ALIAS ordinal_position,
     `COLUMN_DEFAULT` String ALIAS column_default,
-    `IS_NULLABLE` UInt8 ALIAS is_nullable,
+    `IS_NULLABLE` String ALIAS is_nullable,
     `DATA_TYPE` String ALIAS data_type,
     `CHARACTER_MAXIMUM_LENGTH` Nullable(UInt64) ALIAS character_maximum_length,
     `CHARACTER_OCTET_LENGTH` Nullable(UInt64) ALIAS character_octet_length,
@@ -54,7 +54,9 @@ ATTACH VIEW columns
 SELECT
     database AS table_catalog,
     database AS table_schema,
+    database AS TABLE_SCHEMA,
     table AS table_name,
+    table AS TABLE_NAME,
     name AS column_name,
     position AS ordinal_position,
     default_expression AS column_default,
@@ -77,4 +79,4 @@ SELECT
     NULL AS domain_name,
     comment AS column_comment,
     type AS column_type
-FROM system.columns
+FROM system.columns
\ No newline at end of file
diff --git a/tests/queries/0_stateless/01161_information_schema.reference b/tests/queries/0_stateless/01161_information_schema.reference
index 3be800888c7..5331e30b899 100644
--- a/tests/queries/0_stateless/01161_information_schema.reference
+++ b/tests/queries/0_stateless/01161_information_schema.reference
@@ -14,14 +14,14 @@ default	default	v	VIEW
 		tmp	LOCAL TEMPORARY
 default	default	mv	SELECT * FROM system.one	NONE	NO	YES	NO	NO	NO
 default	default	v	SELECT n, f FROM default.t	NONE	NO	NO	NO	NO	NO
-default	default	mv	dummy	1		0	UInt8	\N	\N	8	2	0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		UInt8
-default	default	t	n	1		0	UInt64	\N	\N	64	2	0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		UInt64
-default	default	t	f	2		0	Float32	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Float32
-default	default	t	s	3		0	String	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		String
-default	default	t	fs	4		0	FixedString(42)	42	42	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		FixedString(42)
-default	default	t	d	5		0	Decimal(9, 6)	\N	\N	9	10	6	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Decimal(9, 6)
-default	default	v	n	1		1	Nullable(Int32)	\N	\N	32	2	0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Nullable(Int32)
-default	default	v	f	2		0	Float64	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Float64
-		tmp	d	1		0	Date	\N	\N	\N	\N	\N	0	\N	\N	\N	\N	\N	\N	\N	\N	\N		Date
-		tmp	dt	2		0	DateTime	\N	\N	\N	\N	\N	0	\N	\N	\N	\N	\N	\N	\N	\N	\N		DateTime
-		tmp	dtms	3		0	DateTime64(3)	\N	\N	\N	\N	\N	3	\N	\N	\N	\N	\N	\N	\N	\N	\N		DateTime64(3)
+default	default	mv	default	mv	dummy	1		0	UInt8	\N	\N	8	2	0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		UInt8
+default	default	t	default	t	n	1		0	UInt64	\N	\N	64	2	0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		UInt64
+default	default	t	default	t	f	2		0	Float32	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Float32
+default	default	t	default	t	s	3		0	String	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		String
+default	default	t	default	t	fs	4		0	FixedString(42)	42	42	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		FixedString(42)
+default	default	t	default	t	d	5		0	Decimal(9, 6)	\N	\N	9	10	6	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Decimal(9, 6)
+default	default	v	default	v	n	1		1	Nullable(Int32)	\N	\N	32	2	0	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Nullable(Int32)
+default	default	v	default	v	f	2		0	Float64	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N	\N		Float64
+		tmp		tmp	d	1		0	Date	\N	\N	\N	\N	\N	0	\N	\N	\N	\N	\N	\N	\N	\N	\N		Date
+		tmp		tmp	dt	2		0	DateTime	\N	\N	\N	\N	\N	0	\N	\N	\N	\N	\N	\N	\N	\N	\N		DateTime
+		tmp		tmp	dtms	3		0	DateTime64(3)	\N	\N	\N	\N	\N	3	\N	\N	\N	\N	\N	\N	\N	\N	\N		DateTime64(3)
diff --git a/tests/queries/0_stateless/02206_information_schema_show_database.reference b/tests/queries/0_stateless/02206_information_schema_show_database.reference
index af437aca989..821fddbb933 100644
--- a/tests/queries/0_stateless/02206_information_schema_show_database.reference
+++ b/tests/queries/0_stateless/02206_information_schema_show_database.reference
@@ -1,4 +1,4 @@
 CREATE DATABASE INFORMATION_SCHEMA\nENGINE = Memory
-CREATE VIEW INFORMATION_SCHEMA.COLUMNS\n(\n    `table_catalog` String,\n    `table_schema` String,\n    `table_name` String,\n    `column_name` String,\n    `ordinal_position` UInt64,\n    `column_default` String,\n    `is_nullable` UInt8,\n    `data_type` String,\n    `character_maximum_length` Nullable(UInt64),\n    `character_octet_length` Nullable(UInt64),\n    `numeric_precision` Nullable(UInt64),\n    `numeric_precision_radix` Nullable(UInt64),\n    `numeric_scale` Nullable(UInt64),\n    `datetime_precision` Nullable(UInt64),\n    `character_set_catalog` Nullable(String),\n    `character_set_schema` Nullable(String),\n    `character_set_name` Nullable(String),\n    `collation_catalog` Nullable(String),\n    `collation_schema` Nullable(String),\n    `collation_name` Nullable(String),\n    `domain_catalog` Nullable(String),\n    `domain_schema` Nullable(String),\n    `domain_name` Nullable(String),\n    `column_comment` String,\n    `column_type` String,\n    `TABLE_CATALOG` String ALIAS table_catalog,\n    `TABLE_SCHEMA` String ALIAS table_schema,\n    `TABLE_NAME` String ALIAS table_name,\n    `COLUMN_NAME` String ALIAS column_name,\n    `ORDINAL_POSITION` UInt64 ALIAS ordinal_position,\n    `COLUMN_DEFAULT` String ALIAS column_default,\n    `IS_NULLABLE` UInt8 ALIAS is_nullable,\n    `DATA_TYPE` String ALIAS data_type,\n    `CHARACTER_MAXIMUM_LENGTH` Nullable(UInt64) ALIAS character_maximum_length,\n    `CHARACTER_OCTET_LENGTH` Nullable(UInt64) ALIAS character_octet_length,\n    `NUMERIC_PRECISION` Nullable(UInt64) ALIAS numeric_precision,\n    `NUMERIC_PRECISION_RADIX` Nullable(UInt64) ALIAS numeric_precision_radix,\n    `NUMERIC_SCALE` Nullable(UInt64) ALIAS numeric_scale,\n    `DATETIME_PRECISION` Nullable(UInt64) ALIAS datetime_precision,\n    `CHARACTER_SET_CATALOG` Nullable(String) ALIAS character_set_catalog,\n    `CHARACTER_SET_SCHEMA` Nullable(String) ALIAS character_set_schema,\n    `CHARACTER_SET_NAME` Nullable(String) ALIAS character_set_name,\n    `COLLATION_CATALOG` Nullable(String) ALIAS collation_catalog,\n    `COLLATION_SCHEMA` Nullable(String) ALIAS collation_schema,\n    `COLLATION_NAME` Nullable(String) ALIAS collation_name,\n    `DOMAIN_CATALOG` Nullable(String) ALIAS domain_catalog,\n    `DOMAIN_SCHEMA` Nullable(String) ALIAS domain_schema,\n    `DOMAIN_NAME` Nullable(String) ALIAS domain_name,\n    `COLUMN_COMMENT` String ALIAS column_comment,\n    `COLUMN_TYPE` String ALIAS column_type\n) AS\nSELECT\n    database AS table_catalog,\n    database AS table_schema,\n    table AS table_name,\n    name AS column_name,\n    position AS ordinal_position,\n    default_expression AS column_default,\n    type LIKE \'Nullable(%)\' AS is_nullable,\n    type AS data_type,\n    character_octet_length AS character_maximum_length,\n    character_octet_length,\n    numeric_precision,\n    numeric_precision_radix,\n    numeric_scale,\n    datetime_precision,\n    NULL AS character_set_catalog,\n    NULL AS character_set_schema,\n    NULL AS character_set_name,\n    NULL AS collation_catalog,\n    NULL AS collation_schema,\n    NULL AS collation_name,\n    NULL AS domain_catalog,\n    NULL AS domain_schema,\n    NULL AS domain_name,\n    comment AS column_comment,\n    type AS column_type\nFROM system.columns
+CREATE VIEW INFORMATION_SCHEMA.COLUMNS\n(\n    `table_catalog` String,\n    `table_schema` String,\n    `table_name` String,\n    `TABLE_SCHEMA` String,\n    `TABLE_NAME` String,\n    `column_name` String,\n    `ordinal_position` UInt64,\n    `column_default` String,\n    `is_nullable` String,\n    `data_type` String,\n    `character_maximum_length` Nullable(UInt64),\n    `character_octet_length` Nullable(UInt64),\n    `numeric_precision` Nullable(UInt64),\n    `numeric_precision_radix` Nullable(UInt64),\n    `numeric_scale` Nullable(UInt64),\n    `datetime_precision` Nullable(UInt64),\n    `character_set_catalog` Nullable(String),\n    `character_set_schema` Nullable(String),\n    `character_set_name` Nullable(String),\n    `collation_catalog` Nullable(String),\n    `collation_schema` Nullable(String),\n    `collation_name` Nullable(String),\n    `domain_catalog` Nullable(String),\n    `domain_schema` Nullable(String),\n    `domain_name` Nullable(String),\n    `column_comment` String,\n    `column_type` String,\n    `TABLE_CATALOG` String ALIAS table_catalog,\n    `COLUMN_NAME` String ALIAS column_name,\n    `ORDINAL_POSITION` UInt64 ALIAS ordinal_position,\n    `COLUMN_DEFAULT` String ALIAS column_default,\n    `IS_NULLABLE` String ALIAS is_nullable,\n    `DATA_TYPE` String ALIAS data_type,\n    `CHARACTER_MAXIMUM_LENGTH` Nullable(UInt64) ALIAS character_maximum_length,\n    `CHARACTER_OCTET_LENGTH` Nullable(UInt64) ALIAS character_octet_length,\n    `NUMERIC_PRECISION` Nullable(UInt64) ALIAS numeric_precision,\n    `NUMERIC_PRECISION_RADIX` Nullable(UInt64) ALIAS numeric_precision_radix,\n    `NUMERIC_SCALE` Nullable(UInt64) ALIAS numeric_scale,\n    `DATETIME_PRECISION` Nullable(UInt64) ALIAS datetime_precision,\n    `CHARACTER_SET_CATALOG` Nullable(String) ALIAS character_set_catalog,\n    `CHARACTER_SET_SCHEMA` Nullable(String) ALIAS character_set_schema,\n    `CHARACTER_SET_NAME` Nullable(String) ALIAS character_set_name,\n    `COLLATION_CATALOG` Nullable(String) ALIAS collation_catalog,\n    `COLLATION_SCHEMA` Nullable(String) ALIAS collation_schema,\n    `COLLATION_NAME` Nullable(String) ALIAS collation_name,\n    `DOMAIN_CATALOG` Nullable(String) ALIAS domain_catalog,\n    `DOMAIN_SCHEMA` Nullable(String) ALIAS domain_schema,\n    `DOMAIN_NAME` Nullable(String) ALIAS domain_name,\n    `COLUMN_COMMENT` String ALIAS column_comment,\n    `COLUMN_TYPE` String ALIAS column_type\n) AS\nSELECT\n    database AS table_catalog,\n    database AS table_schema,\n    database AS TABLE_SCHEMA,\n    table AS table_name,\n    table AS TABLE_NAME,\n    name AS column_name,\n    position AS ordinal_position,\n    default_expression AS column_default,\n    type LIKE \'Nullable(%)\' AS is_nullable,\n    type AS data_type,\n    character_octet_length AS character_maximum_length,\n    character_octet_length,\n    numeric_precision,\n    numeric_precision_radix,\n    numeric_scale,\n    datetime_precision,\n    NULL AS character_set_catalog,\n    NULL AS character_set_schema,\n    NULL AS character_set_name,\n    NULL AS collation_catalog,\n    NULL AS collation_schema,\n    NULL AS collation_name,\n    NULL AS domain_catalog,\n    NULL AS domain_schema,\n    NULL AS domain_name,\n    comment AS column_comment,\n    type AS column_type\nFROM system.columns
 CREATE VIEW INFORMATION_SCHEMA.TABLES (`table_catalog` String, `table_schema` String, `table_name` String, `table_type` Enum8(\'BASE TABLE\' = 1, \'VIEW\' = 2, \'FOREIGN TABLE\' = 3, \'LOCAL TEMPORARY\' = 4, \'SYSTEM VIEW\' = 5), `TABLE_CATALOG` String ALIAS table_catalog, `TABLE_SCHEMA` String ALIAS table_schema, `TABLE_NAME` String ALIAS table_name, `TABLE_TYPE` Enum8(\'BASE TABLE\' = 1, \'VIEW\' = 2, \'FOREIGN TABLE\' = 3, \'LOCAL TEMPORARY\' = 4, \'SYSTEM VIEW\' = 5) ALIAS table_type) AS SELECT database AS table_catalog, database AS table_schema, name AS table_name, multiIf(is_temporary, 4, engine LIKE \'%View\', 2, engine LIKE \'System%\', 5, has_own_data = 0, 3, 1) AS table_type FROM system.tables
 CREATE VIEW information_schema.tables (`table_catalog` String, `table_schema` String, `table_name` String, `table_type` Enum8(\'BASE TABLE\' = 1, \'VIEW\' = 2, \'FOREIGN TABLE\' = 3, \'LOCAL TEMPORARY\' = 4, \'SYSTEM VIEW\' = 5), `TABLE_CATALOG` String ALIAS table_catalog, `TABLE_SCHEMA` String ALIAS table_schema, `TABLE_NAME` String ALIAS table_name, `TABLE_TYPE` Enum8(\'BASE TABLE\' = 1, \'VIEW\' = 2, \'FOREIGN TABLE\' = 3, \'LOCAL TEMPORARY\' = 4, \'SYSTEM VIEW\' = 5) ALIAS table_type) AS SELECT database AS table_catalog, database AS table_schema, name AS table_name, multiIf(is_temporary, 4, engine LIKE \'%View\', 2, engine LIKE \'System%\', 5, has_own_data = 0, 3, 1) AS table_type FROM system.tables

From 38ee1a81a3efdf939df6e2891428d517fda128af Mon Sep 17 00:00:00 2001
From: Antonio Andelic <antonio@clickhouse.com>
Date: Sun, 13 Nov 2022 19:17:41 +0000
Subject: [PATCH 167/211] Stop config reloader before anything else

---
 programs/server/Server.cpp | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index b412b579539..573c3fbe1ba 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -1486,11 +1486,6 @@ int Server::main(const std::vector<std::string> & /*args*/)
 #endif
 
     SCOPE_EXIT({
-        /// Stop reloading of the main config. This must be done before `global_context->shutdown()` because
-        /// otherwise the reloading may pass a changed config to some destroyed parts of ContextSharedPart.
-        main_config_reloader.reset();
-        access_control.stopPeriodicReloading();
-
         async_metrics.stop();
 
         /** Ask to cancel background jobs all table engines,
@@ -1789,10 +1784,17 @@ int Server::main(const std::vector<std::string> & /*args*/)
 
         SCOPE_EXIT_SAFE({
             LOG_DEBUG(log, "Received termination signal.");
-            LOG_DEBUG(log, "Waiting for current connections to close.");
+
+            /// Stop reloading of the main config. This must be done before everything else because it
+            /// can try to access/modify already deleted objects.
+            /// E.g. it can recreate new servers or it may pass a changed config to some destroyed parts of ContextSharedPart.
+            main_config_reloader.reset();
+            access_control.stopPeriodicReloading();
 
             is_cancelled = true;
 
+            LOG_DEBUG(log, "Waiting for current connections to close.");
+
             size_t current_connections = 0;
             {
                 std::lock_guard lock(servers_lock);

From 22095b3bab2d5b8a06662441fe6ff8af0e91a11c Mon Sep 17 00:00:00 2001
From: FArthur-cmd <613623@mail.ru>
Date: Sun, 13 Nov 2022 19:56:40 +0000
Subject: [PATCH 168/211] add test

---
 tests/queries/0_stateless/02479_mysql_connect_to_self.reference | 1 +
 tests/queries/0_stateless/02479_mysql_connect_to_self.sql       | 2 ++
 2 files changed, 3 insertions(+)
 create mode 100644 tests/queries/0_stateless/02479_mysql_connect_to_self.reference
 create mode 100644 tests/queries/0_stateless/02479_mysql_connect_to_self.sql

diff --git a/tests/queries/0_stateless/02479_mysql_connect_to_self.reference b/tests/queries/0_stateless/02479_mysql_connect_to_self.reference
new file mode 100644
index 00000000000..573541ac970
--- /dev/null
+++ b/tests/queries/0_stateless/02479_mysql_connect_to_self.reference
@@ -0,0 +1 @@
+0
diff --git a/tests/queries/0_stateless/02479_mysql_connect_to_self.sql b/tests/queries/0_stateless/02479_mysql_connect_to_self.sql
new file mode 100644
index 00000000000..3f8c693dd63
--- /dev/null
+++ b/tests/queries/0_stateless/02479_mysql_connect_to_self.sql
@@ -0,0 +1,2 @@
+SELECT *
+FROM mysql('127.0.0.1:9004', system, one, 'default', '')

From b9471e492a859bca637900107ee7034736c09059 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 22:52:21 +0100
Subject: [PATCH 169/211] Fix typo

---
 src/Storages/MergeTree/registerStorageMergeTree.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/Storages/MergeTree/registerStorageMergeTree.cpp b/src/Storages/MergeTree/registerStorageMergeTree.cpp
index 7e2d5e1727b..05aa8f469b0 100644
--- a/src/Storages/MergeTree/registerStorageMergeTree.cpp
+++ b/src/Storages/MergeTree/registerStorageMergeTree.cpp
@@ -307,8 +307,8 @@ static StoragePtr create(const StorageFactory::Arguments & args)
     else if (!args.attach && !args.getLocalContext()->getSettingsRef().allow_deprecated_syntax_for_merge_tree)
     {
         throw Exception(ErrorCodes::BAD_ARGUMENTS, "This syntax for *MergeTree engine is deprecated. "
-                                                   "Use extended storage definition syntax with ORDER BY/PRIMARY KEY clause."
-                                                   "See also allow_deprecated_syntax_for_merge_tree setting.");
+                                                   "Use extended storage definition syntax with ORDER BY/PRIMARY KEY clause. "
+                                                   "See also `allow_deprecated_syntax_for_merge_tree` setting.");
     }
 
     /// For Replicated.

From 4012b46a87daa5ea375055674920205cc52bd5b4 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sun, 13 Nov 2022 23:11:00 +0100
Subject: [PATCH 170/211] Adjustments for Mac OS

---
 src/Interpreters/AsynchronousMetrics.h | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/Interpreters/AsynchronousMetrics.h b/src/Interpreters/AsynchronousMetrics.h
index 3529c162944..22ed2e862ea 100644
--- a/src/Interpreters/AsynchronousMetrics.h
+++ b/src/Interpreters/AsynchronousMetrics.h
@@ -31,8 +31,9 @@ struct AsynchronousMetricValue
     double value;
     const char * documentation;
 
-    AsynchronousMetricValue(double value_, const char * documentation_) : value(value_), documentation(documentation_) {}
-    AsynchronousMetricValue(size_t value_, const char * documentation_) : value(value_), documentation(documentation_) {}
+    template <typename T>
+    AsynchronousMetricValue(T value_, const char * documentation_)
+        : value(static_cast<double>(value_)), documentation(documentation_) {}
     AsynchronousMetricValue() = default; /// For std::unordered_map::operator[].
 };
 

From 44ed807eaa6f909921269e6c37cf2538f6dc94bb Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@yandex-team.ru>
Date: Mon, 14 Nov 2022 02:42:02 +0300
Subject: [PATCH 171/211] Update 02479_mysql_connect_to_self.sql

---
 tests/queries/0_stateless/02479_mysql_connect_to_self.sql | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/queries/0_stateless/02479_mysql_connect_to_self.sql b/tests/queries/0_stateless/02479_mysql_connect_to_self.sql
index 3f8c693dd63..a7aa6a96c1d 100644
--- a/tests/queries/0_stateless/02479_mysql_connect_to_self.sql
+++ b/tests/queries/0_stateless/02479_mysql_connect_to_self.sql
@@ -1,2 +1,3 @@
+-- Tags: no-fasttest
 SELECT *
 FROM mysql('127.0.0.1:9004', system, one, 'default', '')

From 3c603c3d8c41c7533badc150e448401b257c1a36 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@yandex-team.ru>
Date: Mon, 14 Nov 2022 02:42:30 +0300
Subject: [PATCH 172/211] Update columns.sql

---
 src/Storages/System/InformationSchema/columns.sql | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/System/InformationSchema/columns.sql b/src/Storages/System/InformationSchema/columns.sql
index cf609bab0f7..b01352145ff 100644
--- a/src/Storages/System/InformationSchema/columns.sql
+++ b/src/Storages/System/InformationSchema/columns.sql
@@ -79,4 +79,4 @@ SELECT
     NULL AS domain_name,
     comment AS column_comment,
     type AS column_type
-FROM system.columns
\ No newline at end of file
+FROM system.columns

From bfea3deed98a85f2d94f82fbe2fa1f5e2f11bd58 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:09:03 +0100
Subject: [PATCH 173/211] Miscellaneous changes

---
 src/QueryPipeline/RemoteQueryExecutor.h       |  2 +-
 src/Server/TCPHandler.h                       |  2 --
 .../ParallelReplicasReadingCoordinator.h      |  1 +
 src/Storages/MergeTree/RequestResponse.cpp    | 19 ++++++++++++++-----
 4 files changed, 16 insertions(+), 8 deletions(-)

diff --git a/src/QueryPipeline/RemoteQueryExecutor.h b/src/QueryPipeline/RemoteQueryExecutor.h
index 78bc9f611ab..e2ebdd3cbec 100644
--- a/src/QueryPipeline/RemoteQueryExecutor.h
+++ b/src/QueryPipeline/RemoteQueryExecutor.h
@@ -45,7 +45,7 @@ public:
     /// decide whether to deny or to accept that request.
     struct Extension
     {
-      std::shared_ptr<TaskIterator> task_iterator{nullptr};
+      std::shared_ptr<TaskIterator> task_iterator;
       std::shared_ptr<ParallelReplicasReadingCoordinator> parallel_reading_coordinator;
       std::optional<IConnections::ReplicaInfo> replica_info;
     };
diff --git a/src/Server/TCPHandler.h b/src/Server/TCPHandler.h
index 9c8d3ca60f3..0b296aaef4e 100644
--- a/src/Server/TCPHandler.h
+++ b/src/Server/TCPHandler.h
@@ -19,8 +19,6 @@
 #include <Formats/NativeReader.h>
 #include <Formats/NativeWriter.h>
 
-#include <Storages/MergeTree/ParallelReplicasReadingCoordinator.h>
-
 #include "IServer.h"
 #include "Server/TCPProtocolStackData.h"
 #include "base/types.h"
diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.h b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.h
index bd2082be6c2..4800533e919 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.h
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.h
@@ -3,6 +3,7 @@
 #include <memory>
 #include <Storages/MergeTree/RequestResponse.h>
 
+
 namespace DB
 {
 
diff --git a/src/Storages/MergeTree/RequestResponse.cpp b/src/Storages/MergeTree/RequestResponse.cpp
index a266540b99a..f4e09190596 100644
--- a/src/Storages/MergeTree/RequestResponse.cpp
+++ b/src/Storages/MergeTree/RequestResponse.cpp
@@ -7,21 +7,23 @@
 
 #include <consistent_hashing.h>
 
+
 namespace DB
 {
 
 namespace ErrorCodes
 {
     extern const int UNKNOWN_PROTOCOL;
+    extern const int BAD_ARGUMENTS;
 }
 
-static void readMarkRangesBinary(MarkRanges & ranges, ReadBuffer & buf, size_t MAX_RANGES_SIZE = DEFAULT_MAX_STRING_SIZE)
+static void readMarkRangesBinary(MarkRanges & ranges, ReadBuffer & buf)
 {
     size_t size = 0;
     readVarUInt(size, buf);
 
-    if (size > MAX_RANGES_SIZE)
-        throw Poco::Exception("Too large ranges size.");
+    if (size > DEFAULT_MAX_STRING_SIZE)
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Too large ranges size: {}.", size);
 
     ranges.resize(size);
     for (size_t i = 0; i < size; ++i)
@@ -95,14 +97,21 @@ void PartitionReadRequest::deserialize(ReadBuffer & in)
 
 UInt64 PartitionReadRequest::getConsistentHash(size_t buckets) const
 {
-    auto hash = SipHash();
+    SipHash hash;
+
+    hash.update(partition_id.size());
     hash.update(partition_id);
+
+    hash.update(part_name.size());
     hash.update(part_name);
+
+    hash.update(projection_name.size());
     hash.update(projection_name);
 
     hash.update(block_range.begin);
     hash.update(block_range.end);
 
+    hash.update(mark_ranges.size());
     for (const auto & range : mark_ranges)
     {
         hash.update(range.begin);
@@ -118,7 +127,7 @@ void PartitionReadResponse::serialize(WriteBuffer & out) const
     /// Must be the first
     writeVarUInt(DBMS_PARALLEL_REPLICAS_PROTOCOL_VERSION, out);
 
-    writeVarUInt(static_cast<UInt64>(denied), out);
+    writeBinary(denied, out);
     writeMarkRangesBinary(mark_ranges, out);
 }
 

From 9a0a21db94de9626b6c4d04ebf0b3e8303c1bb2e Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:22:05 +0100
Subject: [PATCH 174/211] Miscellaneous changes

---
 src/QueryPipeline/RemoteQueryExecutor.h | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/QueryPipeline/RemoteQueryExecutor.h b/src/QueryPipeline/RemoteQueryExecutor.h
index e2ebdd3cbec..8b8f21a3ae4 100644
--- a/src/QueryPipeline/RemoteQueryExecutor.h
+++ b/src/QueryPipeline/RemoteQueryExecutor.h
@@ -45,9 +45,9 @@ public:
     /// decide whether to deny or to accept that request.
     struct Extension
     {
-      std::shared_ptr<TaskIterator> task_iterator;
-      std::shared_ptr<ParallelReplicasReadingCoordinator> parallel_reading_coordinator;
-      std::optional<IConnections::ReplicaInfo> replica_info;
+        std::shared_ptr<TaskIterator> task_iterator;
+        std::shared_ptr<ParallelReplicasReadingCoordinator> parallel_reading_coordinator;
+        std::optional<IConnections::ReplicaInfo> replica_info;
     };
 
     /// Takes already set connection.

From e080161ba5dc560ab2a8b2ea52982c50192e80c2 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:32:18 +0100
Subject: [PATCH 175/211] Miscellaneous changes

---
 src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
index 051854d8bc1..d85fb4d26a6 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
@@ -45,7 +45,7 @@ public:
         const MergeTreeReaderSettings & reader_settings_,
         bool use_uncompressed_cache_,
         const Names & virt_column_names_ = {},
-        std::optional<ParallelReadingExtension> extension = {});
+        std::optional<ParallelReadingExtension> extension_ = {});
 
     ~MergeTreeBaseSelectProcessor() override;
 

From 60c96072e1d07edb7aac36800a556988ca7a9fb8 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:37:19 +0100
Subject: [PATCH 176/211] Miscellaneous changes

---
 src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
index d85fb4d26a6..99a5a2beddb 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
@@ -189,7 +189,7 @@ private:
     /// It won't work with reading in order or reading in reverse order, because we can possibly seek back.
     bool getDelayedTasks();
 
-    /// It will form a request a request to coordinator and
+    /// It will form a request to coordinator and
     /// then reinitialize the mark ranges of this->task object
     Status performRequestToCoordinator(MarkRanges requested_ranges, bool delayed);
 

From 85dc692f7ca4e9bcf33f910e762e6870aa14fff5 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:37:55 +0100
Subject: [PATCH 177/211] Miscellaneous changes

---
 src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
index 99a5a2beddb..e385f5f4d25 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
@@ -194,7 +194,6 @@ private:
     Status performRequestToCoordinator(MarkRanges requested_ranges, bool delayed);
 
     void splitCurrentTaskRangesAndFillBuffer();
-
 };
 
 }

From 4966556f4732d37a996d8586a15778a61e92450a Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:41:51 +0100
Subject: [PATCH 178/211] Miscellaneous changes

---
 src/Storages/StorageMergeTree.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/StorageMergeTree.cpp b/src/Storages/StorageMergeTree.cpp
index a450a9ef3a9..22e416384aa 100644
--- a/src/Storages/StorageMergeTree.cpp
+++ b/src/Storages/StorageMergeTree.cpp
@@ -227,7 +227,7 @@ void StorageMergeTree::read(
     bool enable_parallel_reading = local_context->getClientInfo().collaborate_with_initiator;
 
     if (enable_parallel_reading)
-        LOG_TRACE(log, "Parallel reading from replicas enabled {}", enable_parallel_reading);
+        LOG_TRACE(log, "Parallel reading from replicas enabled: {}", enable_parallel_reading);
 
     if (auto plan = reader.read(
         column_names, storage_snapshot, query_info, local_context, max_block_size, num_streams, processed_stage, nullptr, enable_parallel_reading))

From cc1855ea33657ffa109056a297b698a4102b4bb8 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:45:52 +0100
Subject: [PATCH 179/211] Miscellaneous changes

---
 src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
index b63e08b733d..3612b7d47a1 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
@@ -692,7 +692,7 @@ MergeTreeBaseSelectProcessor::Status MergeTreeBaseSelectProcessor::performReques
         .mark_ranges = std::move(requested_ranges)
     };
 
-    /// Constistent hashing won't work with reading in order, because at the end of the execution
+    /// Consistent hashing won't work with reading in order, because at the end of the execution
     /// we could possibly seek back
     if (!delayed && canUseConsistentHashingForParallelReading())
     {

From 53ee7446dc88c02835b87565d78b43062cf4c242 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:46:37 +0100
Subject: [PATCH 180/211] Miscellaneous changes

---
 src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
index 3612b7d47a1..38ca103f4ce 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
@@ -669,12 +669,11 @@ MergeTreeBaseSelectProcessor::Status MergeTreeBaseSelectProcessor::performReques
     if (task->data_part->isProjectionPart())
     {
         part_name = task->data_part->getParentPart()->name;
-        projection_name  = task->data_part->name;
+        projection_name = task->data_part->name;
     }
     else
     {
         part_name = task->data_part->name;
-        projection_name = "";
     }
 
     PartBlockRange block_range

From 15202833b1868fcd96e553d8ee98603cc87af3fb Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:48:49 +0100
Subject: [PATCH 181/211] Miscellaneous changes

---
 src/Storages/MergeTree/RequestResponse.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/MergeTree/RequestResponse.h b/src/Storages/MergeTree/RequestResponse.h
index 85c8f7181af..fba0071727d 100644
--- a/src/Storages/MergeTree/RequestResponse.h
+++ b/src/Storages/MergeTree/RequestResponse.h
@@ -14,7 +14,7 @@
 namespace DB
 {
 
-/// Represents a segment [left; right]
+/// Represents a segment [left; right] of part's block numbers.
 struct PartBlockRange
 {
     Int64 begin;

From a77032fafa1c87ce5fe70e3556142f928b8bb84d Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:54:58 +0100
Subject: [PATCH 182/211] Miscellaneous changes

---
 src/Common/Stopwatch.h                        |  1 +
 .../ParallelReplicasReadingCoordinator.cpp    | 24 ++++++-------------
 2 files changed, 8 insertions(+), 17 deletions(-)

diff --git a/src/Common/Stopwatch.h b/src/Common/Stopwatch.h
index cabc6d8ba1e..e17f3b18b5c 100644
--- a/src/Common/Stopwatch.h
+++ b/src/Common/Stopwatch.h
@@ -63,6 +63,7 @@ private:
 using StopwatchUniquePtr = std::unique_ptr<Stopwatch>;
 
 
+/// Allows to atomically compare the elapsed time with a threshold and restart the watch if the elapsed time is not less.
 class AtomicStopwatch
 {
 public:
diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
index 730f9a05814..7802b650a30 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
@@ -1,24 +1,14 @@
 #include <Storages/MergeTree/ParallelReplicasReadingCoordinator.h>
 
-#include <algorithm>
-#include <vector>
-#include <compare>
-#include <numeric>
-#include <unordered_map>
 #include <map>
-#include <iostream>
-#include <set>
-#include <cassert>
-
 
 #include <Common/logger_useful.h>
-#include <base/types.h>
 #include <base/scope_guard.h>
 #include <Common/Stopwatch.h>
-#include "IO/WriteBufferFromString.h"
-#include <Storages/MergeTree/MarkRange.h>
+#include <IO/WriteBufferFromString.h>
 #include <Storages/MergeTree/IntersectionsIndexes.h>
 
+
 namespace DB
 {
 
@@ -45,15 +35,15 @@ public:
 
 PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(PartitionReadRequest request)
 {
-    AtomicStopwatch watch;
+    Stopwatch watch;
+    SCOPE_EXIT({
+        LOG_TRACE(&Poco::Logger::get("ParallelReplicasReadingCoordinator"), "Time for handling request: {} ns", watch.elapsed());
+    });
+
     std::lock_guard lock(mutex);
 
     auto partition_it = partitions.find(request.partition_id);
 
-    SCOPE_EXIT({
-        LOG_TRACE(&Poco::Logger::get("ParallelReplicasReadingCoordinator"), "Time for handling request: {}ns", watch.elapsed());
-    });
-
     PartToRead::PartAndProjectionNames part_and_projection
     {
         .part = request.part_name,

From 8e87e141a4158e401c232a127292ea4ce12f88d5 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 06:57:53 +0100
Subject: [PATCH 183/211] Miscellaneous changes

---
 src/Common/Stopwatch.h | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/Common/Stopwatch.h b/src/Common/Stopwatch.h
index e17f3b18b5c..32d1fca337d 100644
--- a/src/Common/Stopwatch.h
+++ b/src/Common/Stopwatch.h
@@ -63,6 +63,7 @@ private:
 using StopwatchUniquePtr = std::unique_ptr<Stopwatch>;
 
 
+/// Allows to obtain the elapsed time concurrently with restarting the stopwatch.
 /// Allows to atomically compare the elapsed time with a threshold and restart the watch if the elapsed time is not less.
 class AtomicStopwatch
 {

From df01689ccc2770fd34c6c76240605ca92b254888 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 07:13:42 +0100
Subject: [PATCH 184/211] Better logs

---
 .../ParallelReplicasReadingCoordinator.cpp    | 13 ++++++++---
 src/Storages/MergeTree/RequestResponse.cpp    | 23 +++++++++++++++++++
 src/Storages/MergeTree/RequestResponse.h      |  3 +++
 3 files changed, 36 insertions(+), 3 deletions(-)

diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
index 7802b650a30..0f772a0fb94 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
@@ -35,10 +35,8 @@ public:
 
 PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(PartitionReadRequest request)
 {
+    auto * log = &Poco::Logger::get("ParallelReplicasReadingCoordinator");
     Stopwatch watch;
-    SCOPE_EXIT({
-        LOG_TRACE(&Poco::Logger::get("ParallelReplicasReadingCoordinator"), "Time for handling request: {} ns", watch.elapsed());
-    });
 
     std::lock_guard lock(mutex);
 
@@ -70,6 +68,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
         partition_reading.mark_ranges_in_part.insert({part_and_projection, std::move(mark_ranges_index)});
         partitions.insert({request.partition_id, std::move(partition_reading)});
 
+        LOG_TRACE(log, "Request is first in partition, accepted in {} ns: {}", watch.elapsed(), request.toString());
         return {.denied = false, .mark_ranges = std::move(request.mark_ranges)};
     }
 
@@ -85,6 +84,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
     {
         case PartSegments::IntersectionResult::REJECT:
         {
+            LOG_TRACE(log, "Request rejected in {} ns: {}", watch.elapsed(), request.toString());
             return {.denied = true, .mark_ranges = {}};
         }
         case PartSegments::IntersectionResult::EXACTLY_ONE_INTERSECTION:
@@ -100,6 +100,12 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
 
             auto result_ranges = result.convertToMarkRangesFinal();
             const bool denied = result_ranges.empty();
+
+            if (denied)
+                LOG_TRACE(log, "Request rejected due to intersection in {} ns: {}", watch.elapsed(), request.toString());
+            else
+                LOG_TRACE(log, "Request accepted partially in {} ns: {}", watch.elapsed(), request.toString());
+
             return {.denied = denied, .mark_ranges = std::move(result_ranges)};
         }
         case PartSegments::IntersectionResult::NO_INTERSECTION:
@@ -111,6 +117,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
             );
             partition_reading.mark_ranges_in_part.insert({part_and_projection, std::move(mark_ranges_index)});
 
+            LOG_TRACE(log, "Request accepted in {} ns: {}", watch.elapsed(), request.toString());
             return {.denied = false, .mark_ranges = std::move(request.mark_ranges)};
         }
     }
diff --git a/src/Storages/MergeTree/RequestResponse.cpp b/src/Storages/MergeTree/RequestResponse.cpp
index f4e09190596..c7fbaf1e3c2 100644
--- a/src/Storages/MergeTree/RequestResponse.cpp
+++ b/src/Storages/MergeTree/RequestResponse.cpp
@@ -4,6 +4,7 @@
 #include <Common/SipHash.h>
 #include <IO/WriteHelpers.h>
 #include <IO/ReadHelpers.h>
+#include <IO/Operators.h>
 
 #include <consistent_hashing.h>
 
@@ -62,6 +63,28 @@ void PartitionReadRequest::serialize(WriteBuffer & out) const
 }
 
 
+String PartitionReadRequest::toString() const
+{
+    WriteBufferFromOwnString out;
+    out << "partition: " << partition_id << ", part: " << part_name;
+    if (!projection_name.empty())
+        out << ", projection: " << projection_name;
+    out << ", block range: [" << block_range.begin << ", " << block_range.end << "]";
+    out << ", mark ranges: ";
+
+    bool is_first = true;
+    for (const auto & [begin, end] : mark_ranges)
+    {
+        if (!is_first)
+            out << ", ";
+        out << "[" << begin << ", " << end << ")";
+        is_first = false;
+    }
+
+    return out.str();
+}
+
+
 void PartitionReadRequest::describe(WriteBuffer & out) const
 {
     String result;
diff --git a/src/Storages/MergeTree/RequestResponse.h b/src/Storages/MergeTree/RequestResponse.h
index fba0071727d..c8fe81cd2cd 100644
--- a/src/Storages/MergeTree/RequestResponse.h
+++ b/src/Storages/MergeTree/RequestResponse.h
@@ -39,6 +39,9 @@ struct PartitionReadRequest
     void deserialize(ReadBuffer & in);
 
     UInt64 getConsistentHash(size_t buckets) const;
+
+    /// Describe it for debugging purposes.
+    String toString() const;
 };
 
 struct PartitionReadResponse

From 99f84d8095e226ac7571333dcc64523085321c5d Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 07:22:02 +0100
Subject: [PATCH 185/211] Better logs

---
 .../ParallelReplicasReadingCoordinator.cpp          | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
index 0f772a0fb94..009127046a2 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
@@ -37,7 +37,8 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
 {
     auto * log = &Poco::Logger::get("ParallelReplicasReadingCoordinator");
     Stopwatch watch;
-
+    
+    String request_description = request_description; 
     std::lock_guard lock(mutex);
 
     auto partition_it = partitions.find(request.partition_id);
@@ -68,7 +69,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
         partition_reading.mark_ranges_in_part.insert({part_and_projection, std::move(mark_ranges_index)});
         partitions.insert({request.partition_id, std::move(partition_reading)});
 
-        LOG_TRACE(log, "Request is first in partition, accepted in {} ns: {}", watch.elapsed(), request.toString());
+        LOG_TRACE(log, "Request is first in partition, accepted in {} ns: {}", watch.elapsed(), request_description);
         return {.denied = false, .mark_ranges = std::move(request.mark_ranges)};
     }
 
@@ -84,7 +85,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
     {
         case PartSegments::IntersectionResult::REJECT:
         {
-            LOG_TRACE(log, "Request rejected in {} ns: {}", watch.elapsed(), request.toString());
+            LOG_TRACE(log, "Request rejected in {} ns: {}", watch.elapsed(), request_description);
             return {.denied = true, .mark_ranges = {}};
         }
         case PartSegments::IntersectionResult::EXACTLY_ONE_INTERSECTION:
@@ -102,9 +103,9 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
             const bool denied = result_ranges.empty();
 
             if (denied)
-                LOG_TRACE(log, "Request rejected due to intersection in {} ns: {}", watch.elapsed(), request.toString());
+                LOG_TRACE(log, "Request rejected due to intersection in {} ns: {}", watch.elapsed(), request_description);
             else
-                LOG_TRACE(log, "Request accepted partially in {} ns: {}", watch.elapsed(), request.toString());
+                LOG_TRACE(log, "Request accepted partially in {} ns: {}", watch.elapsed(), request_description);
 
             return {.denied = denied, .mark_ranges = std::move(result_ranges)};
         }
@@ -117,7 +118,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
             );
             partition_reading.mark_ranges_in_part.insert({part_and_projection, std::move(mark_ranges_index)});
 
-            LOG_TRACE(log, "Request accepted in {} ns: {}", watch.elapsed(), request.toString());
+            LOG_TRACE(log, "Request accepted in {} ns: {}", watch.elapsed(), request_description);
             return {.denied = false, .mark_ranges = std::move(request.mark_ranges)};
         }
     }

From 582db233c46357a0c172a741936edd53d7e4d659 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 07:22:17 +0100
Subject: [PATCH 186/211] Better logs

---
 src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
index 009127046a2..54b96ee2015 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
@@ -38,7 +38,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
     auto * log = &Poco::Logger::get("ParallelReplicasReadingCoordinator");
     Stopwatch watch;
     
-    String request_description = request_description; 
+    String request_description = request.toString();
     std::lock_guard lock(mutex);
 
     auto partition_it = partitions.find(request.partition_id);

From 9c48664f11fb69023df3b8429bb10575111819c4 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 07:48:50 +0100
Subject: [PATCH 187/211] Better logs

---
 src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
index 38ca103f4ce..227a5c2a0ca 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
@@ -690,6 +690,7 @@ MergeTreeBaseSelectProcessor::Status MergeTreeBaseSelectProcessor::performReques
         .block_range = std::move(block_range),
         .mark_ranges = std::move(requested_ranges)
     };
+    String request_description = request.toString();
 
     /// Consistent hashing won't work with reading in order, because at the end of the execution
     /// we could possibly seek back
@@ -701,6 +702,7 @@ MergeTreeBaseSelectProcessor::Status MergeTreeBaseSelectProcessor::performReques
             auto delayed_task = std::make_unique<MergeTreeReadTask>(*task); // Create a copy
             delayed_task->mark_ranges = std::move(request.mark_ranges);
             delayed_tasks.emplace_back(std::move(delayed_task));
+            LOG_TRACE(log, "Request delayed by hash: {}", request_description);
             return Status::Denied;
         }
     }
@@ -708,17 +710,24 @@ MergeTreeBaseSelectProcessor::Status MergeTreeBaseSelectProcessor::performReques
     auto optional_response = extension.value().callback(std::move(request));
 
     if (!optional_response.has_value())
+    {
+        LOG_TRACE(log, "Request cancelled: {}", request_description);
         return Status::Cancelled;
+    }
 
     auto response = optional_response.value();
 
     task->mark_ranges = std::move(response.mark_ranges);
 
     if (response.denied || task->mark_ranges.empty())
+    {
+        LOG_TRACE(log, "Request rejected: {}", request_description);
         return Status::Denied;
+    }
 
     finalizeNewTask();
 
+    LOG_TRACE(log, "Request accepted: {}", request_description);
     return Status::Accepted;
 }
 

From 17693de05391ea86f57f3d9514d77cf9b974cca0 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 08:01:48 +0100
Subject: [PATCH 188/211] Better logs

---
 src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
index 54b96ee2015..e07f19fb64c 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
@@ -37,7 +37,7 @@ PartitionReadResponse ParallelReplicasReadingCoordinator::Impl::handleRequest(Pa
 {
     auto * log = &Poco::Logger::get("ParallelReplicasReadingCoordinator");
     Stopwatch watch;
-    
+
     String request_description = request.toString();
     std::lock_guard lock(mutex);
 

From 4edd8b013593ddfa559608a40533eab839f4a235 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Mon, 14 Nov 2022 08:07:27 +0100
Subject: [PATCH 189/211] Remove unused method

---
 src/Storages/MergeTree/RequestResponse.cpp | 14 --------------
 src/Storages/MergeTree/RequestResponse.h   |  1 -
 2 files changed, 15 deletions(-)

diff --git a/src/Storages/MergeTree/RequestResponse.cpp b/src/Storages/MergeTree/RequestResponse.cpp
index c7fbaf1e3c2..2ea6b0c9f9f 100644
--- a/src/Storages/MergeTree/RequestResponse.cpp
+++ b/src/Storages/MergeTree/RequestResponse.cpp
@@ -85,20 +85,6 @@ String PartitionReadRequest::toString() const
 }
 
 
-void PartitionReadRequest::describe(WriteBuffer & out) const
-{
-    String result;
-    result += fmt::format("partition_id: {} \n", partition_id);
-    result += fmt::format("part_name: {} \n", part_name);
-    result += fmt::format("projection_name: {} \n", projection_name);
-    result += fmt::format("block_range: ({}, {}) \n", block_range.begin, block_range.end);
-    result += "mark_ranges: ";
-    for (const auto & range : mark_ranges)
-        result += fmt::format("({}, {}) ", range.begin, range.end);
-    result += '\n';
-    out.write(result.c_str(), result.size());
-}
-
 void PartitionReadRequest::deserialize(ReadBuffer & in)
 {
     UInt64 version;
diff --git a/src/Storages/MergeTree/RequestResponse.h b/src/Storages/MergeTree/RequestResponse.h
index c8fe81cd2cd..ce9dc55f479 100644
--- a/src/Storages/MergeTree/RequestResponse.h
+++ b/src/Storages/MergeTree/RequestResponse.h
@@ -35,7 +35,6 @@ struct PartitionReadRequest
     MarkRanges mark_ranges;
 
     void serialize(WriteBuffer & out) const;
-    void describe(WriteBuffer & out) const;
     void deserialize(ReadBuffer & in);
 
     UInt64 getConsistentHash(size_t buckets) const;

From a0fadf8ba7400dd4cb5d9022811f390755691d0f Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Mon, 14 Nov 2022 09:59:47 +0000
Subject: [PATCH 190/211] more improvements + flipped sankey

---
 .../example-datasets/github.md                | 195 +++++++++++++-----
 .../images/superset-authors-matrix.png        | Bin 323772 -> 283789 bytes
 .../images/superset-authors-matrix_v2.png     | Bin 0 -> 322584 bytes
 .../images/superset-authors-matrix_v3.png     | Bin 324610 -> 0 bytes
 4 files changed, 149 insertions(+), 46 deletions(-)
 create mode 100644 docs/en/getting-started/example-datasets/images/superset-authors-matrix_v2.png
 delete mode 100644 docs/en/getting-started/example-datasets/images/superset-authors-matrix_v3.png

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index 1faa63884e4..a571ad82458 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -745,7 +745,7 @@ Our core data structure, the Merge Tree, is obviously under constant evolution w
 
 ## Distribution of contributors with respect to docs and code over the month
 
-**During data capture the changes on the `docs/` folder have been filtered out so this is an estimate only**
+**During data capture the changes on the `docs/` folder have been filtered out due to a very commit dirty history. The results of this query are therefore not accurate.**
 
 Do we write more docs at certain times of the month e.g., around release dates? We can use the `countIf` function to compute a simple ratio, visualizing the result using the `bar` function.
 
@@ -804,7 +804,7 @@ FROM
 31 rows in set. Elapsed: 0.043 sec. Processed 7.54 million rows, 40.53 MB (176.71 million rows/s., 950.40 MB/s.)
 ```
 
-Maybe a little more near the end of the month, but overall we keep a good even distribution.
+Maybe a little more near the end of the month, but overall we keep a good even distribution. Again this is unrealiable due to the filtering of the docs filter during data insertion.
 
 ## Authors with the most diverse impact
 
@@ -1318,7 +1318,7 @@ A Sankey chart (SuperSet) allows this to be visualized nicely. Note we increase
 
 Alexey clearly likes removing other peoples code. Lets exclude him for a more balanced view of code removal.
 
-![](./images/superset-authors-matrix_v3.png)
+![](./images/superset-authors-matrix_v2.png)
 
 ## Who is the highest percentage contributor per day of week?
 
@@ -1570,7 +1570,59 @@ LIMIT 10
 
 ## List files that were rewritten most number of times?
 
-We consider a rewrite to be when over 50% of the file are deleted, and 50% added. Adjust the query to your own interpretation of what constitutes this.
+
+The simplest approach to this question might be to simply count the most number of line modifications per path (restricted to current files) e.g.:
+
+```sql
+WITH current_files AS
+    (
+        SELECT path
+        FROM
+        (
+            SELECT
+                old_path AS path,
+                max(time) AS last_time,
+                2 AS change_type
+            FROM git.file_changes
+            GROUP BY old_path
+            UNION ALL
+            SELECT
+                path,
+                max(time) AS last_time,
+                argMax(change_type, time) AS change_type
+            FROM git.file_changes
+            GROUP BY path
+        )
+        GROUP BY path
+        HAVING (argMax(change_type, last_time) != 2) AND (NOT match(path, '(^dbms/)|(^libs/)|(^tests/testflows/)|(^programs/server/store/)'))
+        ORDER BY path ASC
+    )
+SELECT
+    path,
+    count() AS c
+FROM git.line_changes
+WHERE (file_extension IN ('h', 'cpp', 'sql')) AND (path IN (current_files))
+GROUP BY path
+ORDER BY c DESC
+LIMIT 10
+
+┌─path───────────────────────────────────────────────────┬─────c─┐
+│ src/Storages/StorageReplicatedMergeTree.cpp            │ 21871 │
+│ src/Storages/MergeTree/MergeTreeData.cpp               │ 17709 │
+│ programs/client/Client.cpp                             │ 15882 │
+│ src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp │ 14249 │
+│ src/Interpreters/InterpreterSelectQuery.cpp            │ 12636 │
+│ src/Parsers/ExpressionListParsers.cpp                  │ 11794 │
+│ src/Analyzer/QueryAnalysisPass.cpp                     │ 11760 │
+│ src/Coordination/KeeperStorage.cpp                     │ 10225 │
+│ src/Functions/FunctionsConversion.h                    │  9247 │
+│ src/Parsers/ExpressionElementParsers.cpp               │  8197 │
+└────────────────────────────────────────────────────────┴───────┘
+
+10 rows in set. Elapsed: 0.160 sec. Processed 8.07 million rows, 98.99 MB (50.49 million rows/s., 619.49 MB/s.)
+```
+
+This doesn't capture the notion of a "re-write" however, where a large portion of the file changes in any commit. This requires a more complex query. If we consider a rewrite to be when over 50% of the file are deleted, and 50% added. You can adjust the query to your own interpretation of what constitutes this.
 
 The query is limited to the current files only. We list all file changes by grouping by `path` and `commit_hash`, returning the number of lines added and removed. Using a window function, we estimate the file's total size at any moment in time by performing a cumulative sum and estimating the impact of any change on file size as `lines added - lines removed`. Using this statistic, we can calculate the percentage of the file that has been added or removed for each change. Finally, we count the number of file changes that constitute a rewrite per file i.e. `(percent_add >= 0.5) AND (percent_delete >= 0.5) AND current_size > 50`. Note we require files to be more than 50 lines to avoid early contributions to a file being counted as a rewrite. This also avoids a bias to very small files, which may be more likely to be rewritten.
 
@@ -1858,7 +1910,7 @@ LIMIT 20
 
 We can plot this distribution as a histogram.
 
-[play](https://play.clickhouse.com/play?user=play#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)
+[play](https://play.clickhouse.com/play?user=play#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)
 
 ```sql
 WITH (
@@ -1867,70 +1919,79 @@ WITH (
         (
             SELECT
                 author,
-                countIf((file_extension NOT IN ('h', 'cpp')) AND (path LIKE '%tests%')) AS test,
+                countIf((file_extension IN ('h', 'cpp', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
                 countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
                 code / (code + test) AS ratio_code
             FROM git.file_changes
             GROUP BY author
             HAVING code > 20
+            ORDER BY code DESC
+            LIMIT 20
         )
     ) AS hist
 SELECT
     arrayJoin(hist).1 AS lower,
     arrayJoin(hist).2 AS upper,
-    bar(arrayJoin(hist).3, 0, 100, 20) AS bar
+    bar(arrayJoin(hist).3, 0, 100, 500) AS bar
 
-┌────────────────lower─┬───────────────upper─┬─bar───────────┐
-│ 0.033562166285278416 │ 0.08337307389808846 │ ▏             │
-│  0.08337307389808846 │ 0.17470067710547066 │ ▍             │
-│  0.17470067710547066 │ 0.25909878535992237 │ ▍             │
-│  0.25909878535992237 │  0.3775444108257119 │ ▋             │
-│   0.3775444108257119 │  0.5108436376911997 │ ███▏          │
-│   0.5108436376911997 │   0.627700343453621 │ █████▋        │
-│    0.627700343453621 │  0.7417374581723406 │ ███████████▊  │
-│   0.7417374581723406 │  0.8467725898688147 │ ████████████▏ │
-│   0.8467725898688147 │  0.9427852671078976 │ ██████████▌   │
-│   0.9427852671078976 │                   1 │ █████████▊    │
-└──────────────────────┴─────────────────────┴───────────────┘
-
-10 rows in set. Elapsed: 0.053 sec. Processed 266.05 thousand rows, 4.65 MB (5.01 million rows/s., 87.61 MB/s.)
+┌──────────────lower─┬──────────────upper─┬─bar─────────────────────┐
+│ 0.7943704340352385 │ 0.8033711363614333 │ █████                   │
+│ 0.8033711363614333 │ 0.8199118213401927 │ █████▋                  │
+│ 0.8199118213401927 │ 0.8378309872629326 │ ████████▋               │
+│ 0.8378309872629326 │ 0.8530295909585852 │ █████▋                  │
+│ 0.8530295909585852 │ 0.8828273906355679 │ ██████▎                 │
+│ 0.8828273906355679 │ 0.9237540060993992 │ ███████████████         │
+│ 0.9237540060993992 │ 0.9477682629346298 │ ██████████████████████▌ │
+│ 0.9477682629346298 │ 0.9627948304418104 │ ███████████████▋        │
+│ 0.9627948304418104 │  0.981300247585602 │ ██████████              │
+│  0.981300247585602 │ 0.9928451178451179 │ █████▋                  │
+└────────────────────┴────────────────────┴─────────────────────────┘
+10 rows in set. Elapsed: 0.051 sec. Processed 266.05 thousand rows, 4.65 MB (5.24 million rows/s., 91.64 MB/s.)
 ```
 
 Most contributors write more code than tests, as you'd expect.
 
-What about who adds the most comments when contributing code?
+What about who adds the most comments when contributing code? 
 
-[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKGxpbmVfdHlwZSA9ICdDb21tZW50JykgQVMgY29tbWVudHMsCiAgICBjb3VudElmKGxpbmVfdHlwZSA9ICdDb2RlJykgQVMgY29kZSwKICAgIGNvbW1lbnRzIC8gKGNvbW1lbnRzICsgY29kZSkgQVMgcmF0aW9fY29tbWVudHMKRlJPTSBnaXRfY2xpY2tob3VzZS5saW5lX2NoYW5nZXMKV0hFUkUgKGZpbGVfZXh0ZW5zaW9uIElOICgnaCcsICdjcHAnLCAnc3FsJykpIEFORCAoc2lnbiA9IDEpCkdST1VQIEJZIGF1dGhvcgpIQVZJTkcgY29kZSA+IDIwCk9SREVSIEJZIGNvZGUgREVTQwpMSU1JVCAxMA==)
+[play](https://play.clickhouse.com/play?user=play#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)
 
 ```sql
 SELECT
     author,
-    countIf(line_type = 'Comment') AS comments,
-    countIf(line_type = 'Code') AS code,
-    comments / (comments + code) AS ratio_comments
-FROM git.line_changes
-WHERE (file_extension IN ('h', 'cpp', 'sql')) AND (sign = 1)
+    avg(ratio_comments) AS avg_ratio_comments,
+    sum(code) AS code
+FROM
+(
+    SELECT
+        author,
+        commit_hash,
+        countIf(line_type = 'Comment') AS comments,
+        countIf(line_type = 'Code') AS code,
+        if(comments > 0, comments / (comments + code), 0) AS ratio_comments
+    FROM git.line_changes
+    GROUP BY
+        author,
+        commit_hash
+)
 GROUP BY author
-HAVING code > 20
 ORDER BY code DESC
 LIMIT 10
-
-┌─author─────────────┬─comments─┬───code─┬───────ratio_comments─┐
-│ Alexey Milovidov   │    30867 │ 356978 │  0.07958591705449342 │
-│ Nikolai Kochetov   │    11128 │ 113261 │  0.08946128676973045 │
-│ Vitaly Baranov     │     5120 │  84504 │  0.05712755511916451 │
-│ Maksim Kita        │     6184 │  78778 │  0.07278548056778325 │
-│ alesapin           │     7456 │  72279 │  0.09350975105035429 │
-│ kssenii            │     5804 │  61852 │  0.08578692207638643 │
-│ Alexey Arno        │     4430 │  61674 │   0.0670156117632821 │
-│ Alexander Tokmakov │     4022 │  41964 │  0.08746140129604663 │
-│ Anton Popov        │     2067 │  38448 │ 0.051018141429100335 │
-│ Ivan               │      947 │  33711 │  0.02732413872698944 │
-└────────────────────┴──────────┴────────┴──────────────────────┘
-
-10 rows in set. Elapsed: 0.047 sec. Processed 7.54 million rows, 31.57 MB (161.75 million rows/s., 677.77 MB/s.)
+┌─author─────────────┬──avg_ratio_comments─┬────code─┐
+│ Alexey Milovidov   │  0.1034915408309902 │ 1147196 │
+│ s-kat              │  0.1361718900215362 │  614224 │
+│ Nikolai Kochetov   │ 0.08722993407690126 │  218328 │
+│ alesapin           │  0.1040477684726504 │  198082 │
+│ Vitaly Baranov     │ 0.06446875712939285 │  161801 │
+│ Maksim Kita        │ 0.06863376297549255 │  156381 │
+│ Alexey Arno        │ 0.11252677608033655 │  146642 │
+│ Vitaliy Zakaznikov │ 0.06199215397180561 │  138530 │
+│ kssenii            │ 0.07455322590796751 │  131143 │
+│ Artur              │ 0.12383737231074826 │  121484 │
+└────────────────────┴─────────────────────┴─────────┘
+10 rows in set. Elapsed: 0.290 sec. Processed 7.54 million rows, 394.57 MB (26.00 million rows/s., 1.36 GB/s.)
 ```
-Surprisingly high % for all our contributors and part of what makes our code so readable.
+
+Note we sort by code contributions. Surprisingly high % for all our largest contributors and part of what makes our code so readable.
 
 ## How does an authors commits change over time with respect to code/comments percentage?
 
@@ -2393,4 +2454,46 @@ FORMAT PrettyCompactMonoBlock
 
 This is particularly difficult to get an exact result due to the inability to currently keep state in array functions. This will be possible with an `arrayFold` or `arrayReduce`, which allows state to be held on each iteration.
 
-We welcome solutions here.
+An approximate solution, sufficient for a high-level analysis, may look something like this:
+
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBsaW5lX251bWJlcl9uZXcsCiAgICBhcmdNYXgoYXV0aG9yLCB0aW1lKSwKICAgIGFyZ01heChsaW5lLCB0aW1lKQpGUk9NIGdpdF9jbGlja2hvdXNlLmxpbmVfY2hhbmdlcwpXSEVSRSBwYXRoIElOIGZpbGVfcGF0aF9oaXN0b3J5KCdzcmMvU3RvcmFnZXMvU3RvcmFnZVJlcGxpY2F0ZWRNZXJnZVRyZWUuY3BwJykKR1JPVVAgQlkgbGluZV9udW1iZXJfbmV3Ck9SREVSIEJZIGxpbmVfbnVtYmVyX25ldyBBU0MKTElNSVQgMjA=)
+
+```sql
+SELECT
+    line_number_new,
+    argMax(author, time),
+    argMax(line, time)
+FROM git.line_changes
+WHERE path IN file_path_history('src/Storages/StorageReplicatedMergeTree.cpp')
+GROUP BY line_number_new
+ORDER BY line_number_new ASC
+LIMIT 20
+
+┌─line_number_new─┬─argMax(author, time)─┬─argMax(line, time)────────────────────────────────────────────┐
+│               1 │ Alexey Milovidov     │ #include <Disks/DiskSpaceMonitor.h>                           │
+│               2 │ s-kat                │ #include <Common/FieldVisitors.h>                             │
+│               3 │ Anton Popov          │ #include <cstddef>                                            │
+│               4 │ Alexander Burmak     │ #include <Common/typeid_cast.h>                               │
+│               5 │ avogar               │ #include <Common/ThreadPool.h>                                │
+│               6 │ Alexander Burmak     │ #include <Common/DiskSpaceMonitor.h>                          │
+│               7 │ Alexander Burmak     │ #include <Common/ZooKeeper/Types.h>                           │
+│               8 │ Alexander Burmak     │ #include <Common/escapeForFileName.h>                         │
+│               9 │ Alexander Burmak     │ #include <Common/formatReadable.h>                            │
+│              10 │ Alexander Burmak     │ #include <Common/thread_local_rng.h>                          │
+│              11 │ Alexander Burmak     │ #include <Common/typeid_cast.h>                               │
+│              12 │ Nikolai Kochetov     │ #include <Storages/MergeTree/DataPartStorageOnDisk.h>         │
+│              13 │ alesapin             │ #include <Disks/ObjectStorages/IMetadataStorage.h>            │
+│              14 │ alesapin             │                                                               │
+│              15 │ Alexey Milovidov     │ #include <DB/Databases/IDatabase.h>                           │
+│              16 │ Alexey Zatelepin     │ #include <Storages/MergeTree/ReplicatedMergeTreePartHeader.h> │
+│              17 │ CurtizJ              │ #include <Storages/MergeTree/MergeTreeDataPart.h>             │
+│              18 │ Kirill Shvakov       │ #include <Parsers/ASTDropQuery.h>                             │
+│              19 │ s-kat                │ #include <Storages/MergeTree/PinnedPartUUIDs.h>               │
+│              20 │ Nikita Mikhaylov     │ #include <Storages/MergeTree/MergeMutateExecutor.h>           │
+└─────────────────┴──────────────────────┴───────────────────────────────────────────────────────────────┘
+20 rows in set. Elapsed: 0.547 sec. Processed 7.88 million rows, 679.20 MB (14.42 million rows/s., 1.24 GB/s.)
+```
+
+We welcome exact and improved solutions here.
+
+
diff --git a/docs/en/getting-started/example-datasets/images/superset-authors-matrix.png b/docs/en/getting-started/example-datasets/images/superset-authors-matrix.png
index 8195749099bfbfe82fb40539c1f23912010c96fb..bdfc6b6f304345189cdc35ba0d9367fe4aa4fe0d 100644
GIT binary patch
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From 1229f8fd09725227711c91799d0f4dbc18842ba9 Mon Sep 17 00:00:00 2001
From: Alexander Tokmakov <tavplubix@clickhouse.com>
Date: Mon, 14 Nov 2022 13:15:08 +0300
Subject: [PATCH 191/211] Update
 02449_check_dependencies_and_table_shutdown.sql

---
 .../0_stateless/02449_check_dependencies_and_table_shutdown.sql | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.sql b/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.sql
index 49e1e36acc9..c586db447c0 100644
--- a/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.sql
+++ b/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.sql
@@ -8,7 +8,7 @@ INSERT INTO view VALUES (1, 'v');
 CREATE DICTIONARY dict (id UInt32, value String)
 PRIMARY KEY id
 SOURCE(CLICKHOUSE(host 'localhost' port tcpPort() user 'default' db currentDatabase() table 'view'))
-LAYOUT (HASHED()) LIFETIME (600);
+LAYOUT (HASHED()) LIFETIME (MIN 600 MAX 600);
 
 SHOW CREATE dict;
 

From db6d867bf2b9f3c5eb97c0f9296e4eee666c7359 Mon Sep 17 00:00:00 2001
From: Alexander Tokmakov <tavplubix@clickhouse.com>
Date: Mon, 14 Nov 2022 13:16:23 +0300
Subject: [PATCH 192/211] Update
 02449_check_dependencies_and_table_shutdown.reference

---
 .../02449_check_dependencies_and_table_shutdown.reference       | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.reference b/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.reference
index 0ecea03c64e..37cd3d93e39 100644
--- a/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.reference
+++ b/tests/queries/0_stateless/02449_check_dependencies_and_table_shutdown.reference
@@ -1,4 +1,4 @@
-CREATE DICTIONARY default.dict\n(\n    `id` UInt32,\n    `value` String\n)\nPRIMARY KEY id\nSOURCE(CLICKHOUSE(HOST \'localhost\' PORT 9000 USER \'default\' DB \'default\' TABLE \'view\'))\nLIFETIME(MIN 0 MAX 600)\nLAYOUT(HASHED())
+CREATE DICTIONARY default.dict\n(\n    `id` UInt32,\n    `value` String\n)\nPRIMARY KEY id\nSOURCE(CLICKHOUSE(HOST \'localhost\' PORT 9000 USER \'default\' DB \'default\' TABLE \'view\'))\nLIFETIME(MIN 600 MAX 600)\nLAYOUT(HASHED())
 CREATE TABLE default.table\n(\n    `col` String MATERIALIZED dictGet(\'default.dict\', \'value\', toUInt32(1))\n)\nENGINE = MergeTree\nORDER BY tuple()\nSETTINGS index_granularity = 8192
 1	v
 1	v

From 65f00cc246f83b8d28f25578461bcfb4f5b0e240 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Mon, 14 Nov 2022 12:17:21 +0100
Subject: [PATCH 193/211] Skip binary hash calculation if there isn't a
 checksum reference

---
 programs/server/Server.cpp | 54 ++++++++++++++++++++------------------
 src/Daemon/BaseDaemon.cpp  | 38 ++++++++++++++++-----------
 2 files changed, 50 insertions(+), 42 deletions(-)

diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index b412b579539..87282483d09 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -805,41 +805,43 @@ int Server::main(const std::vector<std::string> & /*args*/)
         /// that are interpreted (not executed) but can alter the behaviour of the program as well.
 
         /// Please keep the below log messages in-sync with the ones in daemon/BaseDaemon.cpp
-
-        String calculated_binary_hash = getHashOfLoadedBinaryHex();
-
         if (stored_binary_hash.empty())
         {
-            LOG_WARNING(log, "Integrity check of the executable skipped because the reference checksum could not be read."
-                " (calculated checksum: {})", calculated_binary_hash);
-        }
-        else if (calculated_binary_hash == stored_binary_hash)
-        {
-            LOG_INFO(log, "Integrity check of the executable successfully passed (checksum: {})", calculated_binary_hash);
+            LOG_WARNING(log, "Integrity check of the executable skipped because the reference checksum could not be read.");
         }
         else
         {
-            /// If program is run under debugger, ptrace will fail.
-            if (ptrace(PTRACE_TRACEME, 0, nullptr, nullptr) == -1)
+            String calculated_binary_hash = getHashOfLoadedBinaryHex();
+            if (calculated_binary_hash == stored_binary_hash)
             {
-                /// Program is run under debugger. Modification of it's binary image is ok for breakpoints.
-                global_context->addWarningMessage(
-                    fmt::format("Server is run under debugger and its binary image is modified (most likely with breakpoints).",
-                    calculated_binary_hash)
-                );
+                LOG_INFO(log, "Integrity check of the executable successfully passed (checksum: {})", calculated_binary_hash);
             }
             else
             {
-                throw Exception(ErrorCodes::CORRUPTED_DATA,
-                    "Calculated checksum of the executable ({0}) does not correspond"
-                    " to the reference checksum stored in the executable ({1})."
-                    " This may indicate one of the following:"
-                    " - the executable {2} was changed just after startup;"
-                    " - the executable {2} was corrupted on disk due to faulty hardware;"
-                    " - the loaded executable was corrupted in memory due to faulty hardware;"
-                    " - the file {2} was intentionally modified;"
-                    " - a logical error in the code."
-                    , calculated_binary_hash, stored_binary_hash, executable_path);
+                /// If program is run under debugger, ptrace will fail.
+                if (ptrace(PTRACE_TRACEME, 0, nullptr, nullptr) == -1)
+                {
+                    /// Program is run under debugger. Modification of it's binary image is ok for breakpoints.
+                    global_context->addWarningMessage(fmt::format(
+                        "Server is run under debugger and its binary image is modified (most likely with breakpoints).",
+                        calculated_binary_hash));
+                }
+                else
+                {
+                    throw Exception(
+                        ErrorCodes::CORRUPTED_DATA,
+                        "Calculated checksum of the executable ({0}) does not correspond"
+                        " to the reference checksum stored in the executable ({1})."
+                        " This may indicate one of the following:"
+                        " - the executable {2} was changed just after startup;"
+                        " - the executable {2} was corrupted on disk due to faulty hardware;"
+                        " - the loaded executable was corrupted in memory due to faulty hardware;"
+                        " - the file {2} was intentionally modified;"
+                        " - a logical error in the code.",
+                        calculated_binary_hash,
+                        stored_binary_hash,
+                        executable_path);
+                }
             }
         }
     }
diff --git a/src/Daemon/BaseDaemon.cpp b/src/Daemon/BaseDaemon.cpp
index 758f85e688f..7283973007b 100644
--- a/src/Daemon/BaseDaemon.cpp
+++ b/src/Daemon/BaseDaemon.cpp
@@ -355,27 +355,33 @@ private:
 #if defined(OS_LINUX)
         /// Write information about binary checksum. It can be difficult to calculate, so do it only after printing stack trace.
         /// Please keep the below log messages in-sync with the ones in programs/server/Server.cpp
-        String calculated_binary_hash = getHashOfLoadedBinaryHex();
+
         if (daemon.stored_binary_hash.empty())
         {
-            LOG_FATAL(log, "Integrity check of the executable skipped because the reference checksum could not be read."
-                " (calculated checksum: {})", calculated_binary_hash);
-        }
-        else if (calculated_binary_hash == daemon.stored_binary_hash)
-        {
-            LOG_FATAL(log, "Integrity check of the executable successfully passed (checksum: {})", calculated_binary_hash);
+            LOG_FATAL(log, "Integrity check of the executable skipped because the reference checksum could not be read.");
         }
         else
         {
-            LOG_FATAL(log, "Calculated checksum of the executable ({0}) does not correspond"
-                " to the reference checksum stored in the executable ({1})."
-                " This may indicate one of the following:"
-                " - the executable was changed just after startup;"
-                " - the executable was corrupted on disk due to faulty hardware;"
-                " - the loaded executable was corrupted in memory due to faulty hardware;"
-                " - the file was intentionally modified;"
-                " - a logical error in the code."
-                , calculated_binary_hash, daemon.stored_binary_hash);
+            String calculated_binary_hash = getHashOfLoadedBinaryHex();
+            if (calculated_binary_hash == daemon.stored_binary_hash)
+            {
+                LOG_FATAL(log, "Integrity check of the executable successfully passed (checksum: {})", calculated_binary_hash);
+            }
+            else
+            {
+                LOG_FATAL(
+                    log,
+                    "Calculated checksum of the executable ({0}) does not correspond"
+                    " to the reference checksum stored in the executable ({1})."
+                    " This may indicate one of the following:"
+                    " - the executable was changed just after startup;"
+                    " - the executable was corrupted on disk due to faulty hardware;"
+                    " - the loaded executable was corrupted in memory due to faulty hardware;"
+                    " - the file was intentionally modified;"
+                    " - a logical error in the code.",
+                    calculated_binary_hash,
+                    daemon.stored_binary_hash);
+            }
         }
 #endif
 

From c9ff7e8e012b303bcb35ff3561644189b18c82cb Mon Sep 17 00:00:00 2001
From: Yatsishin Ilya <2159081+qoega@users.noreply.github.com>
Date: Mon, 14 Nov 2022 11:39:56 +0000
Subject: [PATCH 194/211] Add test

---
 tests/queries/0_stateless/02480_tlp_nan.reference | 10 ++++++++++
 tests/queries/0_stateless/02480_tlp_nan.sql       | 15 +++++++++++++++
 2 files changed, 25 insertions(+)
 create mode 100644 tests/queries/0_stateless/02480_tlp_nan.reference
 create mode 100644 tests/queries/0_stateless/02480_tlp_nan.sql

diff --git a/tests/queries/0_stateless/02480_tlp_nan.reference b/tests/queries/0_stateless/02480_tlp_nan.reference
new file mode 100644
index 00000000000..ea4aa44fa89
--- /dev/null
+++ b/tests/queries/0_stateless/02480_tlp_nan.reference
@@ -0,0 +1,10 @@
+nan	0	1	0
+nan	0	1	0
+-inf	0	1	0
+-inf	0	1	0
+\N	\N	\N	1
+\N	\N	\N	1
+inf	0	1	0
+inf	0	1	0
+nan	0	1	0
+nan	0	1	0
diff --git a/tests/queries/0_stateless/02480_tlp_nan.sql b/tests/queries/0_stateless/02480_tlp_nan.sql
new file mode 100644
index 00000000000..e24bc9a9830
--- /dev/null
+++ b/tests/queries/0_stateless/02480_tlp_nan.sql
@@ -0,0 +1,15 @@
+-- {echo}
+SELECT sqrt(-1) as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=1;
+SELECT sqrt(-1) as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=0;
+
+SELECT -inf as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=1;
+SELECT -inf as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=0;
+
+SELECT NULL as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=1;
+SELECT NULL as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=0;
+
+SELECT inf as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=1;
+SELECT inf as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=0;
+
+SELECT nan as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=1;
+SELECT nan as x, not(x), not(not(x)), (not(x)) IS NULL SETTINGS allow_experimental_analyzer=0;

From 2dda059cbd414d401e333f04cc648f72775f339a Mon Sep 17 00:00:00 2001
From: Alexander Gololobov <440544+davenger@users.noreply.github.com>
Date: Mon, 14 Nov 2022 14:09:47 +0100
Subject: [PATCH 195/211] Revert "Randomize keeper fault injection settings in
 stress tests"

---
 tests/clickhouse-test | 2 --
 1 file changed, 2 deletions(-)

diff --git a/tests/clickhouse-test b/tests/clickhouse-test
index a07a39600d8..20e63412d91 100755
--- a/tests/clickhouse-test
+++ b/tests/clickhouse-test
@@ -456,8 +456,6 @@ class SettingsRandomizer:
         "merge_tree_coarse_index_granularity": lambda: random.randint(2, 32),
         "optimize_distinct_in_order": lambda: random.randint(0, 1),
         "optimize_sorting_by_input_stream_properties": lambda: random.randint(0, 1),
-        "insert_keeper_max_retries": lambda: 20,
-        "insert_keeper_fault_injection_probability": lambda: 0.01,
     }
 
     @staticmethod

From 3c21c1cba7aa211b089cd370e3da904277de1595 Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Mon, 14 Nov 2022 14:00:47 +0000
Subject: [PATCH 196/211] fixed tests query

---
 .../example-datasets/github.md                | 72 +++++++++----------
 1 file changed, 36 insertions(+), 36 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index a571ad82458..6412aa61d3a 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -1868,12 +1868,12 @@ There are a few ways we can address this question. Focusing on the code to test
 
 Note we limit to users with more than 20 changes to focus on regular committers and avoid a bias to one-off contributions.
 
-[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKChmaWxlX2V4dGVuc2lvbiBJTiAoJ2gnLCAnY3BwJywgJ3NoJywgJ3B5JywgJ2V4cGVjdCcpKSBBTkQgKHBhdGggTElLRSAnJXRlc3RzJScpKSBBUyB0ZXN0LAogICAgY291bnRJZigoZmlsZV9leHRlbnNpb24gSU4gKCdoJywgJ2NwcCcsICdzcWwnKSkgQU5EIChOT1QgKHBhdGggTElLRSAnJXRlc3RzJScpKSkgQVMgY29kZSwKICAgIGNvZGUgLyAoY29kZSArIHRlc3QpIEFTIHJhdGlvX2NvZGUKRlJPTSBnaXRfY2xpY2tob3VzZS5maWxlX2NoYW5nZXMKR1JPVVAgQlkgYXV0aG9yCkhBVklORyBjb2RlID4gMjAKT1JERVIgQlkgY29kZSBERVNDCkxJTUlUIDIw)
+[play](https://play.clickhouse.com/play?user=play#U0VMRUNUCiAgICBhdXRob3IsCiAgICBjb3VudElmKChmaWxlX2V4dGVuc2lvbiBJTiAoJ2gnLCAnY3BwJywgJ3NxbCcsICdzaCcsICdweScsICdleHBlY3QnKSkgQU5EIChwYXRoIExJS0UgJyV0ZXN0cyUnKSkgQVMgdGVzdCwKICAgIGNvdW50SWYoKGZpbGVfZXh0ZW5zaW9uIElOICgnaCcsICdjcHAnLCAnc3FsJykpIEFORCAoTk9UIChwYXRoIExJS0UgJyV0ZXN0cyUnKSkpIEFTIGNvZGUsCiAgICBjb2RlIC8gKGNvZGUgKyB0ZXN0KSBBUyByYXRpb19jb2RlCkZST00gZ2l0X2NsaWNraG91c2UuZmlsZV9jaGFuZ2VzCkdST1VQIEJZIGF1dGhvcgpIQVZJTkcgY29kZSA+IDIwCk9SREVSIEJZIGNvZGUgREVTQwpMSU1JVCAyMA==)
 
 ```sql
 SELECT
     author,
-    countIf((file_extension IN ('h', 'cpp', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
+    countIf((file_extension IN ('h', 'cpp', 'sql', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
     countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
     code / (code + test) AS ratio_code
 FROM git.file_changes
@@ -1883,26 +1883,26 @@ ORDER BY code DESC
 LIMIT 20
 
 ┌─author───────────────┬─test─┬──code─┬─────────ratio_code─┐
-│ Alexey Milovidov     │ 4208 │ 41799 │ 0.9085356576173191 │
-│ Nikolai Kochetov     │  446 │ 13361 │ 0.9676975447236909 │
-│ alesapin             │ 1893 │  8796 │ 0.8229020488352512 │
-│ kssenii              │  649 │  6769 │ 0.9125101105419251 │
-│ Maksim Kita          │  272 │  5862 │ 0.9556569938050212 │
-│ Alexander Tokmakov   │  949 │  5727 │ 0.8578490113840623 │
-│ Vitaly Baranov       │  988 │  5521 │  0.848210170533108 │
-│ Ivan Lezhankin       │  270 │  4698 │ 0.9456521739130435 │
-│ Anton Popov          │  264 │  4346 │ 0.9427331887201735 │
-│ Ivan                 │  862 │  4269 │ 0.8320015591502631 │
-│ Azat Khuzhin         │  957 │  3697 │ 0.7943704340352385 │
-│ Amos Bird            │  121 │  2901 │ 0.9599602911978822 │
-│ proller              │  549 │  2377 │ 0.8123718386876282 │
-│ chertus              │   17 │  2359 │ 0.9928451178451179 │
-│ alexey-milovidov     │  167 │  2321 │ 0.9328778135048231 │
-│ Alexey Arno          │   67 │  2310 │ 0.9718132099284813 │
-│ Vitaliy Lyudvichenko │  247 │  2283 │ 0.9023715415019763 │
-│ Robert Schulze       │  111 │  2196 │  0.951885565669701 │
-│ CurtizJ              │  144 │  2158 │ 0.9374456993918332 │
-│ Alexander Kuzmenkov  │  134 │  2092 │ 0.9398023360287511 │
+│ Alexey Milovidov     │ 6617 │ 41799 │ 0.8633303040317251 │
+│ Nikolai Kochetov     │  916 │ 13361 │ 0.9358408629263851 │
+│ alesapin             │ 2408 │  8796 │  0.785076758300607 │
+│ kssenii              │  869 │  6769 │ 0.8862267609321812 │
+│ Maksim Kita          │  799 │  5862 │ 0.8800480408347096 │
+│ Alexander Tokmakov   │ 1472 │  5727 │ 0.7955271565495208 │
+│ Vitaly Baranov       │ 1764 │  5521 │ 0.7578586135895676 │
+│ Ivan Lezhankin       │  843 │  4698 │ 0.8478613968597726 │
+│ Anton Popov          │  599 │  4346 │ 0.8788675429726996 │
+│ Ivan                 │ 2630 │  4269 │ 0.6187853312074214 │
+│ Azat Khuzhin         │ 1664 │  3697 │  0.689610147360567 │
+│ Amos Bird            │  400 │  2901 │ 0.8788245986064829 │
+│ proller              │ 1207 │  2377 │ 0.6632254464285714 │
+│ chertus              │  453 │  2359 │ 0.8389046941678521 │
+│ alexey-milovidov     │  303 │  2321 │ 0.8845274390243902 │
+│ Alexey Arno          │  169 │  2310 │ 0.9318273497377975 │
+│ Vitaliy Lyudvichenko │  334 │  2283 │ 0.8723729461215132 │
+│ Robert Schulze       │  182 │  2196 │ 0.9234650967199327 │
+│ CurtizJ              │  460 │  2158 │ 0.8242933537051184 │
+│ Alexander Kuzmenkov  │  298 │  2092 │ 0.8753138075313808 │
 └──────────────────────┴──────┴───────┴────────────────────┘
 
 20 rows in set. Elapsed: 0.034 sec. Processed 266.05 thousand rows, 4.65 MB (7.93 million rows/s., 138.76 MB/s.)
@@ -1910,7 +1910,7 @@ LIMIT 20
 
 We can plot this distribution as a histogram.
 
-[play](https://play.clickhouse.com/play?user=play#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)
+[play](https://play.clickhouse.com/play?user=play#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)
 
 ```sql
 WITH (
@@ -1919,7 +1919,7 @@ WITH (
         (
             SELECT
                 author,
-                countIf((file_extension IN ('h', 'cpp', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
+                countIf((file_extension IN ('h', 'cpp', 'sql', 'sh', 'py', 'expect')) AND (path LIKE '%tests%')) AS test,
                 countIf((file_extension IN ('h', 'cpp', 'sql')) AND (NOT (path LIKE '%tests%'))) AS code,
                 code / (code + test) AS ratio_code
             FROM git.file_changes
@@ -1934,18 +1934,18 @@ SELECT
     arrayJoin(hist).2 AS upper,
     bar(arrayJoin(hist).3, 0, 100, 500) AS bar
 
-┌──────────────lower─┬──────────────upper─┬─bar─────────────────────┐
-│ 0.7943704340352385 │ 0.8033711363614333 │ █████                   │
-│ 0.8033711363614333 │ 0.8199118213401927 │ █████▋                  │
-│ 0.8199118213401927 │ 0.8378309872629326 │ ████████▋               │
-│ 0.8378309872629326 │ 0.8530295909585852 │ █████▋                  │
-│ 0.8530295909585852 │ 0.8828273906355679 │ ██████▎                 │
-│ 0.8828273906355679 │ 0.9237540060993992 │ ███████████████         │
-│ 0.9237540060993992 │ 0.9477682629346298 │ ██████████████████████▌ │
-│ 0.9477682629346298 │ 0.9627948304418104 │ ███████████████▋        │
-│ 0.9627948304418104 │  0.981300247585602 │ ██████████              │
-│  0.981300247585602 │ 0.9928451178451179 │ █████▋                  │
-└────────────────────┴────────────────────┴─────────────────────────┘
+┌──────────────lower─┬──────────────upper─┬─bar───────────────────────────┐
+│ 0.6187853312074214 │ 0.6410053888179964 │ █████                         │
+│ 0.6410053888179964 │ 0.6764177968945693 │ █████                         │
+│ 0.6764177968945693 │ 0.7237343804750673 │ █████                         │
+│ 0.7237343804750673 │ 0.7740802855073157 │ █████▋                        │
+│ 0.7740802855073157 │  0.807297655565091 │ ████████▋                     │
+│  0.807297655565091 │ 0.8338381996094653 │ ██████▎                       │
+│ 0.8338381996094653 │ 0.8533566747727687 │ ████████▋                     │
+│ 0.8533566747727687 │  0.871392376017531 │ █████████▍                    │
+│  0.871392376017531 │  0.904916108899021 │ ████████████████████████████▋ │
+│  0.904916108899021 │ 0.9358408629263851 │ █████████████████▌            │
+└────────────────────┴────────────────────┴───────────────────────────────┘
 10 rows in set. Elapsed: 0.051 sec. Processed 266.05 thousand rows, 4.65 MB (5.24 million rows/s., 91.64 MB/s.)
 ```
 

From ee1a1d852d6c92c4a0ff6345b30815537551a07b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ra=C3=BAl=20Mar=C3=ADn?= <git@rmr.ninja>
Date: Mon, 14 Nov 2022 15:02:55 +0100
Subject: [PATCH 197/211] Address ubsan on readBinary with bool

---
 src/AggregateFunctions/AggregateFunctionNull.h          | 4 +---
 src/IO/ReadHelpers.h                                    | 9 +++++++++
 tests/queries/0_stateless/02477_invalid_reads.reference | 1 +
 tests/queries/0_stateless/02477_invalid_reads.sql       | 4 ++++
 4 files changed, 15 insertions(+), 3 deletions(-)

diff --git a/src/AggregateFunctions/AggregateFunctionNull.h b/src/AggregateFunctions/AggregateFunctionNull.h
index ebc91ea5100..deed06b8bf2 100644
--- a/src/AggregateFunctions/AggregateFunctionNull.h
+++ b/src/AggregateFunctions/AggregateFunctionNull.h
@@ -153,9 +153,7 @@ public:
 
     void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, std::optional<size_t> version, Arena * arena) const override
     {
-        /// When deserializing a bool it might trigger UBSAN if the input is not 0 or 1, so it's better to use a Int8
-        static_assert(sizeof(bool) == sizeof(Int8));
-        Int8 flag = true;
+        bool flag = true;
         if constexpr (serialize_flag)
             readBinary(flag, buf);
         if (flag)
diff --git a/src/IO/ReadHelpers.h b/src/IO/ReadHelpers.h
index 27a24eef804..41c8f1db975 100644
--- a/src/IO/ReadHelpers.h
+++ b/src/IO/ReadHelpers.h
@@ -1032,6 +1032,15 @@ template <typename T>
 requires is_arithmetic_v<T>
 inline void readBinary(T & x, ReadBuffer & buf) { readPODBinary(x, buf); }
 
+inline void readBinary(bool & x, ReadBuffer & buf)
+{
+    /// When deserializing a bool it might trigger UBSAN if the input is not 0 or 1, so it's better to treat it as an Int8
+    static_assert(sizeof(bool) == sizeof(Int8));
+    Int8 flag = 0;
+    readBinary(flag, buf);
+    x = (flag != 0);
+}
+
 inline void readBinary(String & x, ReadBuffer & buf) { readStringBinary(x, buf); }
 inline void readBinary(Int128 & x, ReadBuffer & buf) { readPODBinary(x, buf); }
 inline void readBinary(Int256 & x, ReadBuffer & buf) { readPODBinary(x, buf); }
diff --git a/tests/queries/0_stateless/02477_invalid_reads.reference b/tests/queries/0_stateless/02477_invalid_reads.reference
index e69de29bb2d..a04038dea65 100644
--- a/tests/queries/0_stateless/02477_invalid_reads.reference
+++ b/tests/queries/0_stateless/02477_invalid_reads.reference
@@ -0,0 +1 @@
+ubsan	30313233343536373839303132333435363738393031323334353637383930313233343536373839303132333435363738393031323334353637383930313233
diff --git a/tests/queries/0_stateless/02477_invalid_reads.sql b/tests/queries/0_stateless/02477_invalid_reads.sql
index 37fa8ab098e..08748af3378 100644
--- a/tests/queries/0_stateless/02477_invalid_reads.sql
+++ b/tests/queries/0_stateless/02477_invalid_reads.sql
@@ -2,6 +2,10 @@
 SELECT finalizeAggregation(CAST(unhex('0F00000030'), 'AggregateFunction(min, String)')); -- { serverError 33 }
 SELECT finalizeAggregation(CAST(unhex('FFFF000030'), 'AggregateFunction(min, String)')); -- { serverError 33 }
 
+-- UBSAN
+SELECT 'ubsan', hex(finalizeAggregation(CAST(unhex('4000000030313233343536373839303132333435363738393031323334353637383930313233343536373839303132333435363738393031323334353637383930313233010000000000000000'),
+                                             'AggregateFunction(argMax, String, UInt64)')));
+
 -- aggThrow should check for errors in its input
 SELECT finalizeAggregation(CAST('', 'AggregateFunction(aggThrow(0.), UInt8)')); -- { serverError 32 }
 

From 4a90f8d3f54360795c5876fc8aff742b325170a9 Mon Sep 17 00:00:00 2001
From: Dan Roscigno <dan@roscigno.com>
Date: Mon, 14 Nov 2022 11:34:06 -0500
Subject: [PATCH 198/211] Update permissions-for-queries.md

closes https://github.com/ClickHouse/ClickHouse/issues/43068
---
 docs/en/operations/settings/permissions-for-queries.md | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/docs/en/operations/settings/permissions-for-queries.md b/docs/en/operations/settings/permissions-for-queries.md
index 3ba62b78cfe..fe803e7b1ee 100644
--- a/docs/en/operations/settings/permissions-for-queries.md
+++ b/docs/en/operations/settings/permissions-for-queries.md
@@ -16,14 +16,14 @@ Queries in ClickHouse can be divided into several types:
 
 The following settings regulate user permissions by the type of query:
 
--   [readonly](#settings_readonly) — Restricts permissions for all types of queries except DDL queries.
+-   [readonly](#settings_readonly) — Restricts permissions for Write and DDL queries, and selectively on Change settings queries.
 -   [allow_ddl](#settings_allow_ddl) — Restricts permissions for DDL queries.
 
 `KILL QUERY` can be performed with any settings.
 
 ## readonly {#settings_readonly}
 
-Restricts permissions for reading data, write data and change settings queries.
+Restricts permissions for read data, write data, and change settings queries.
 
 See how the queries are divided into types [above](#permissions_for_queries).
 
@@ -37,7 +37,7 @@ After setting `readonly = 1`, the user can’t change `readonly` and `allow_ddl`
 
 When using the `GET` method in the [HTTP interface](../../interfaces/http.md), `readonly = 1` is set automatically. To modify data, use the `POST` method.
 
-Setting `readonly = 1` prohibit the user from changing all the settings. There is a way to prohibit the user from changing only specific settings. Also there is a way to allow changing only specific settings under `readonly = 1` restrictions. For details see [constraints on settings](../../operations/settings/constraints-on-settings.md).
+Setting `readonly = 1` prohibits the user from changing settings. There is a way to prohibit the user from changing only specific settings. Also there is a way to allow changing only specific settings under `readonly = 1` restrictions. For details see [constraints on settings](../../operations/settings/constraints-on-settings.md).
 
 Default value: 0
 
@@ -52,8 +52,6 @@ Possible values:
 -   0 — DDL queries are not allowed.
 -   1 — DDL queries are allowed.
 
-You can’t execute `SET allow_ddl = 1` if `allow_ddl = 0` for the current session.
+You can’t run `SET allow_ddl = 1` if `allow_ddl = 0` for the current session.
 
 Default value: 1
-
-[Original article](https://clickhouse.com/docs/en/operations/settings/permissions_for_queries/) <!--hide-->

From 446c029810174155d5604450ba047b901908c9cf Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Mon, 14 Nov 2022 11:53:44 -0500
Subject: [PATCH 199/211] make read only clearer

---
 docs/en/operations/settings/permissions-for-queries.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/en/operations/settings/permissions-for-queries.md b/docs/en/operations/settings/permissions-for-queries.md
index fe803e7b1ee..09797146773 100644
--- a/docs/en/operations/settings/permissions-for-queries.md
+++ b/docs/en/operations/settings/permissions-for-queries.md
@@ -29,9 +29,9 @@ See how the queries are divided into types [above](#permissions_for_queries).
 
 Possible values:
 
--   0 — All queries are allowed.
--   1 — Only read data queries are allowed.
--   2 — Read data and change settings queries are allowed.
+-   0 — Read, Write, and Change settings queries are allowed.
+-   1 — Only Read data queries are allowed.
+-   2 — Read data and Change settings queries are allowed.
 
 After setting `readonly = 1`, the user can’t change `readonly` and `allow_ddl` settings in the current session.
 

From 4b182e7b58d9de1d0c6070c8d4079f1ff541c936 Mon Sep 17 00:00:00 2001
From: Dan Roscigno <dan@roscigno.com>
Date: Mon, 14 Nov 2022 12:17:31 -0500
Subject: [PATCH 200/211] Update set-role.md

---
 docs/en/sql-reference/statements/set-role.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/en/sql-reference/statements/set-role.md b/docs/en/sql-reference/statements/set-role.md
index bf998d7841e..e017160623e 100644
--- a/docs/en/sql-reference/statements/set-role.md
+++ b/docs/en/sql-reference/statements/set-role.md
@@ -41,7 +41,7 @@ Purge default roles from a user:
 SET DEFAULT ROLE NONE TO user
 ```
 
-Set all the granted roles as default excepting some of them:
+Set all the granted roles as default except for specific roles `role1` and `role2`:
 
 ``` sql
 SET DEFAULT ROLE ALL EXCEPT role1, role2 TO user

From 5d6c622e40aaa73cb1ff9c7ad08a81bcad411d1a Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Mon, 14 Nov 2022 14:20:55 -0500
Subject: [PATCH 201/211] apply suggestions and simplify

---
 .../settings/permissions-for-queries.md       | 38 ++++++++++++-------
 1 file changed, 25 insertions(+), 13 deletions(-)

diff --git a/docs/en/operations/settings/permissions-for-queries.md b/docs/en/operations/settings/permissions-for-queries.md
index 09797146773..c565de9b21a 100644
--- a/docs/en/operations/settings/permissions-for-queries.md
+++ b/docs/en/operations/settings/permissions-for-queries.md
@@ -16,16 +16,20 @@ Queries in ClickHouse can be divided into several types:
 
 The following settings regulate user permissions by the type of query:
 
--   [readonly](#settings_readonly) — Restricts permissions for Write and DDL queries, and selectively on Change settings queries.
--   [allow_ddl](#settings_allow_ddl) — Restricts permissions for DDL queries.
-
-`KILL QUERY` can be performed with any settings.
-
-## readonly {#settings_readonly}
-
+## readonly
 Restricts permissions for read data, write data, and change settings queries.
 
-See how the queries are divided into types [above](#permissions_for_queries).
+When set to 1, allows:
+
+-   All types of read queries (like SELECT and equivalent queries).
+-   Queries that modify only session context (like USE).
+
+When set to 2, allows the above plus:
+- SET and CREATE TEMPORARY TABLE
+
+  :::tip
+  Queries like EXISTS, DESCRIBE, EXPLAIN, SHOW PROCESSLIST, etc are equivalent to SELECT, because they just do select from system tables.
+  :::
 
 Possible values:
 
@@ -33,25 +37,33 @@ Possible values:
 -   1 — Only Read data queries are allowed.
 -   2 — Read data and Change settings queries are allowed.
 
+Default value: 0
+
+:::note
 After setting `readonly = 1`, the user can’t change `readonly` and `allow_ddl` settings in the current session.
 
 When using the `GET` method in the [HTTP interface](../../interfaces/http.md), `readonly = 1` is set automatically. To modify data, use the `POST` method.
 
 Setting `readonly = 1` prohibits the user from changing settings. There is a way to prohibit the user from changing only specific settings. Also there is a way to allow changing only specific settings under `readonly = 1` restrictions. For details see [constraints on settings](../../operations/settings/constraints-on-settings.md).
+:::
 
-Default value: 0
 
 ## allow_ddl {#settings_allow_ddl}
 
 Allows or denies [DDL](https://en.wikipedia.org/wiki/Data_definition_language) queries.
 
-See how the queries are divided into types [above](#permissions_for_queries).
-
 Possible values:
 
 -   0 — DDL queries are not allowed.
 -   1 — DDL queries are allowed.
 
-You can’t run `SET allow_ddl = 1` if `allow_ddl = 0` for the current session.
-
 Default value: 1
+
+:::note
+You cannot run `SET allow_ddl = 1` if `allow_ddl = 0` for the current session.
+:::
+
+
+:::note KILL QUERY
+`KILL QUERY` can be performed with any combination of readonly and allow_ddl settings.
+:::

From d557bece0466db7ca574dbf70900ef6d20b80e8d Mon Sep 17 00:00:00 2001
From: Dale Mcdiarmid <dale@clickhouse.com>
Date: Mon, 14 Nov 2022 20:06:41 +0000
Subject: [PATCH 202/211] fix consecutive days query

---
 .../example-datasets/github.md                | 22 +++++++++----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/docs/en/getting-started/example-datasets/github.md b/docs/en/getting-started/example-datasets/github.md
index 6412aa61d3a..9a4fbb7da06 100644
--- a/docs/en/getting-started/example-datasets/github.md
+++ b/docs/en/getting-started/example-datasets/github.md
@@ -2345,23 +2345,23 @@ WITH commit_days AS
     )
 SELECT
     author,
-    arrayMax(arrayMap(x -> length(x), arraySplit(x -> (x = 0), groupArray(consecutive_day)))) AS max_consecutive_days
+    arrayMax(arrayMap(x -> length(x), arraySplit(x -> (x = 0), groupArray(consecutive_day)))) - 1 AS max_consecutive_days
 FROM commit_days
 GROUP BY author
 ORDER BY max_consecutive_days DESC
 LIMIT 10
 
 ┌─author───────────┬─max_consecutive_days─┐
-│ kssenii          │                   33 │
-│ Alexey Milovidov │                   31 │
-│ alesapin         │                   27 │
-│ Azat Khuzhin     │                   24 │
-│ Nikolai Kochetov │                   16 │
-│ Igor Nikonov     │                   12 │
-│ feng lv          │                   12 │
-│ alexey-milovidov │                   12 │
-│ Maksim Kita      │                   12 │
-│ Nikita Vasilev   │                   12 │
+│ kssenii          │                   32 │
+│ Alexey Milovidov │                   30 │
+│ alesapin         │                   26 │
+│ Azat Khuzhin     │                   23 │
+│ Nikolai Kochetov │                   15 │
+│ feng lv          │                   11 │
+│ alexey-milovidov │                   11 │
+│ Igor Nikonov     │                   11 │
+│ Maksim Kita      │                   11 │
+│ Nikita Vasilev   │                   11 │
 └──────────────────┴──────────────────────┘
 
 10 rows in set. Elapsed: 0.025 sec. Processed 62.78 thousand rows, 395.47 KB (2.54 million rows/s., 16.02 MB/s.)

From ef45889ecb9113a522036abf6cf332145b99ef26 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=9D=8E=E6=89=AC?= <654010905@qq.com>
Date: Tue, 15 Nov 2022 07:15:58 +0800
Subject: [PATCH 203/211] Add function pmod which return non-negative result
 based on modulo (#42755)

* add function positive_modulo

* add ducument

* fix type deduction of positive_modulo

* add function positive_modulo

* add ducument

* fix type deduction of positive_modulo

* add notice

* fix typo

* fix typo

* fix bug

* fix ub error

* fix ub error
---
 .../functions/arithmetic-functions.md         |  5 ++
 src/DataTypes/NumberTraits.h                  |  9 ++++
 src/Functions/DivisionUtils.h                 | 28 +++++++++++
 src/Functions/FunctionBinaryArithmetic.h      | 48 ++++++++++---------
 src/Functions/IsOperation.h                   |  2 +
 src/Functions/modulo.cpp                      | 19 ++++++++
 .../02475_positive_modulo.reference           |  4 ++
 .../0_stateless/02475_positive_modulo.sql     |  4 ++
 8 files changed, 97 insertions(+), 22 deletions(-)
 create mode 100644 tests/queries/0_stateless/02475_positive_modulo.reference
 create mode 100644 tests/queries/0_stateless/02475_positive_modulo.sql

diff --git a/docs/en/sql-reference/functions/arithmetic-functions.md b/docs/en/sql-reference/functions/arithmetic-functions.md
index 9059facb0c6..ece50591ef9 100644
--- a/docs/en/sql-reference/functions/arithmetic-functions.md
+++ b/docs/en/sql-reference/functions/arithmetic-functions.md
@@ -65,6 +65,11 @@ An exception is thrown when dividing by zero or when dividing a minimal negative
 
 Differs from [modulo](#modulo) in that it returns zero when the divisor is zero.
 
+## positive_modulo(a, b)
+Calculates the remainder when dividing `a` by `b`. Similar to function `modulo` except that `positive_modulo` always return non-negative number.
+
+Notice that `positive_modulo` is 4-5 times slower than `modulo`. You should not use `positive_modulo` unless you want to get positive result and don't care about performance too much.
+
 ## negate(a), -a operator
 
 Calculates a number with the reverse sign. The result is always signed.
diff --git a/src/DataTypes/NumberTraits.h b/src/DataTypes/NumberTraits.h
index e63c5bcdcb7..6b068b0d8b1 100644
--- a/src/DataTypes/NumberTraits.h
+++ b/src/DataTypes/NumberTraits.h
@@ -116,6 +116,15 @@ template <typename A, typename B> struct ResultOfModulo
     using Type = std::conditional_t<std::is_floating_point_v<A> || std::is_floating_point_v<B>, Float64, Type0>;
 };
 
+template <typename A, typename B> struct ResultOfPositiveModulo
+{
+    /// function positive_modulo always return non-negative number.
+    static constexpr size_t size_of_result = sizeof(B);
+    using Type0 = typename Construct<false, false, size_of_result>::Type;
+    using Type = std::conditional_t<std::is_floating_point_v<A> || std::is_floating_point_v<B>, Float64, Type0>;
+};
+
+
 template <typename A, typename B> struct ResultOfModuloLegacy
 {
     using Type0 = typename Construct<is_signed_v<A> || is_signed_v<B>, false, sizeof(B)>::Type;
diff --git a/src/Functions/DivisionUtils.h b/src/Functions/DivisionUtils.h
index 98e5c690eb9..f8cffab9f48 100644
--- a/src/Functions/DivisionUtils.h
+++ b/src/Functions/DivisionUtils.h
@@ -178,4 +178,32 @@ struct ModuloLegacyImpl : ModuloImpl<A, B>
     using ResultType = typename NumberTraits::ResultOfModuloLegacy<A, B>::Type;
 };
 
+template <typename A, typename B>
+struct PositiveModuloImpl : ModuloImpl<A, B>
+{
+    using OriginResultType = typename ModuloImpl<A, B>::ResultType;
+    using ResultType = typename NumberTraits::ResultOfPositiveModulo<A, B>::Type;
+
+    template <typename Result = ResultType>
+    static inline Result apply(A a, B b)
+    {
+        auto res = ModuloImpl<A, B>::template apply<OriginResultType>(a, b);
+        if constexpr (is_signed_v<A>)
+        {
+            if (res < 0)
+            {
+                if constexpr (is_unsigned_v<B>)
+                    res += static_cast<OriginResultType>(b);
+                else
+                {
+                    if (b == std::numeric_limits<B>::lowest())
+                        throw Exception("Division by the most negative number", ErrorCodes::ILLEGAL_DIVISION);
+                    res += b >= 0 ? static_cast<OriginResultType>(b) : static_cast<OriginResultType>(-b);
+                }
+            }
+        }
+        return static_cast<ResultType>(res);
+    }
+};
+
 }
diff --git a/src/Functions/FunctionBinaryArithmetic.h b/src/Functions/FunctionBinaryArithmetic.h
index 7e4dc387b66..0a79ac3b0d9 100644
--- a/src/Functions/FunctionBinaryArithmetic.h
+++ b/src/Functions/FunctionBinaryArithmetic.h
@@ -131,50 +131,53 @@ public:
     using ResultDataType = Switch<
         /// Decimal cases
         Case<!allow_decimal && (IsDataTypeDecimal<LeftDataType> || IsDataTypeDecimal<RightDataType>), InvalidType>,
-        Case<IsDataTypeDecimal<LeftDataType> && IsDataTypeDecimal<RightDataType> && UseLeftDecimal<LeftDataType, RightDataType>, LeftDataType>,
+        Case<
+            IsDataTypeDecimal<LeftDataType> && IsDataTypeDecimal<RightDataType> && UseLeftDecimal<LeftDataType, RightDataType>,
+            LeftDataType>,
         Case<IsDataTypeDecimal<LeftDataType> && IsDataTypeDecimal<RightDataType>, RightDataType>,
         Case<IsDataTypeDecimal<LeftDataType> && IsIntegralOrExtended<RightDataType>, LeftDataType>,
         Case<IsDataTypeDecimal<RightDataType> && IsIntegralOrExtended<LeftDataType>, RightDataType>,
 
         /// e.g Decimal +-*/ Float, least(Decimal, Float), greatest(Decimal, Float) = Float64
-        Case<IsOperation<Operation>::allow_decimal && IsDataTypeDecimal<LeftDataType> && IsFloatingPoint<RightDataType>,
-            DataTypeFloat64>,
-        Case<IsOperation<Operation>::allow_decimal && IsDataTypeDecimal<RightDataType> && IsFloatingPoint<LeftDataType>,
-            DataTypeFloat64>,
+        Case<IsOperation<Operation>::allow_decimal && IsDataTypeDecimal<LeftDataType> && IsFloatingPoint<RightDataType>, DataTypeFloat64>,
+        Case<IsOperation<Operation>::allow_decimal && IsDataTypeDecimal<RightDataType> && IsFloatingPoint<LeftDataType>, DataTypeFloat64>,
 
-        Case<IsOperation<Operation>::bit_hamming_distance && IsIntegral<LeftDataType> && IsIntegral<RightDataType>,
-            DataTypeUInt8>,
+        Case<IsOperation<Operation>::bit_hamming_distance && IsIntegral<LeftDataType> && IsIntegral<RightDataType>, DataTypeUInt8>,
 
         /// Decimal <op> Real is not supported (traditional DBs convert Decimal <op> Real to Real)
         Case<IsDataTypeDecimal<LeftDataType> && !IsIntegralOrExtendedOrDecimal<RightDataType>, InvalidType>,
         Case<IsDataTypeDecimal<RightDataType> && !IsIntegralOrExtendedOrDecimal<LeftDataType>, InvalidType>,
 
         /// number <op> number -> see corresponding impl
-        Case<!IsDateOrDateTime<LeftDataType> && !IsDateOrDateTime<RightDataType>,
-            DataTypeFromFieldType<typename Op::ResultType>>,
+        Case<!IsDateOrDateTime<LeftDataType> && !IsDateOrDateTime<RightDataType>, DataTypeFromFieldType<typename Op::ResultType>>,
 
         /// Date + Integral -> Date
         /// Integral + Date -> Date
-        Case<IsOperation<Operation>::plus, Switch<
-            Case<IsIntegral<RightDataType>, LeftDataType>,
-            Case<IsIntegral<LeftDataType>, RightDataType>>>,
+        Case<
+            IsOperation<Operation>::plus,
+            Switch<Case<IsIntegral<RightDataType>, LeftDataType>, Case<IsIntegral<LeftDataType>, RightDataType>>>,
 
         /// Date - Date     -> Int32
         /// Date - Integral -> Date
-        Case<IsOperation<Operation>::minus, Switch<
-            Case<std::is_same_v<LeftDataType, RightDataType>, DataTypeInt32>,
-            Case<IsDateOrDateTime<LeftDataType> && IsIntegral<RightDataType>, LeftDataType>>>,
+        Case<
+            IsOperation<Operation>::minus,
+            Switch<
+                Case<std::is_same_v<LeftDataType, RightDataType>, DataTypeInt32>,
+                Case<IsDateOrDateTime<LeftDataType> && IsIntegral<RightDataType>, LeftDataType>>>,
 
         /// least(Date, Date) -> Date
         /// greatest(Date, Date) -> Date
-        Case<std::is_same_v<LeftDataType, RightDataType> && (IsOperation<Operation>::least || IsOperation<Operation>::greatest),
+        Case<
+            std::is_same_v<LeftDataType, RightDataType> && (IsOperation<Operation>::least || IsOperation<Operation>::greatest),
             LeftDataType>,
 
         /// Date % Int32 -> Int32
         /// Date % Float -> Float64
-        Case<IsOperation<Operation>::modulo, Switch<
-            Case<IsDateOrDateTime<LeftDataType> && IsIntegral<RightDataType>, RightDataType>,
-            Case<IsDateOrDateTime<LeftDataType> && IsFloatingPoint<RightDataType>, DataTypeFloat64>>>>;
+        Case<
+            IsOperation<Operation>::modulo || IsOperation<Operation>::positive_modulo,
+            Switch<
+                Case<IsDateOrDateTime<LeftDataType> && IsIntegral<RightDataType>, RightDataType>,
+                Case<IsDateOrDateTime<LeftDataType> && IsFloatingPoint<RightDataType>, DataTypeFloat64>>>>;
 };
 }
 
@@ -1176,8 +1179,9 @@ public:
 
     bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & arguments) const override
     {
-        return ((IsOperation<Op>::div_int || IsOperation<Op>::modulo) && !arguments[1].is_const)
-            || (IsOperation<Op>::div_floating && (isDecimalOrNullableDecimal(arguments[0].type) || isDecimalOrNullableDecimal(arguments[1].type)));
+        return ((IsOperation<Op>::div_int || IsOperation<Op>::modulo || IsOperation<Op>::positive_modulo) && !arguments[1].is_const)
+            || (IsOperation<Op>::div_floating
+                && (isDecimalOrNullableDecimal(arguments[0].type) || isDecimalOrNullableDecimal(arguments[1].type)));
     }
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
@@ -2080,7 +2084,7 @@ public:
         /// Check the case when operation is divide, intDiv or modulo and denominator is Nullable(Something).
         /// For divide operation we should check only Nullable(Decimal), because only this case can throw division by zero error.
         bool division_by_nullable = !arguments[0].type->onlyNull() && !arguments[1].type->onlyNull() && arguments[1].type->isNullable()
-            && (IsOperation<Op>::div_int || IsOperation<Op>::modulo
+            && (IsOperation<Op>::div_int || IsOperation<Op>::modulo || IsOperation<Op>::positive_modulo
                 || (IsOperation<Op>::div_floating
                     && (isDecimalOrNullableDecimal(arguments[0].type) || isDecimalOrNullableDecimal(arguments[1].type))));
 
diff --git a/src/Functions/IsOperation.h b/src/Functions/IsOperation.h
index de7701db59a..39f9114f5e0 100644
--- a/src/Functions/IsOperation.h
+++ b/src/Functions/IsOperation.h
@@ -15,6 +15,7 @@ template <typename, typename> struct DivideIntegralOrZeroImpl;
 template <typename, typename> struct LeastBaseImpl;
 template <typename, typename> struct GreatestBaseImpl;
 template <typename, typename> struct ModuloImpl;
+template <typename, typename> struct PositiveModuloImpl;
 template <typename, typename> struct EqualsOp;
 template <typename, typename> struct NotEqualsOp;
 template <typename, typename> struct LessOrEqualsOp;
@@ -53,6 +54,7 @@ struct IsOperation
     static constexpr bool div_int = IsSameOperation<Op, DivideIntegralImpl>::value;
     static constexpr bool div_int_or_zero = IsSameOperation<Op, DivideIntegralOrZeroImpl>::value;
     static constexpr bool modulo = IsSameOperation<Op, ModuloImpl>::value;
+    static constexpr bool positive_modulo = IsSameOperation<Op, PositiveModuloImpl>::value;
     static constexpr bool least = IsSameOperation<Op, LeastBaseImpl>::value;
     static constexpr bool greatest = IsSameOperation<Op, GreatestBaseImpl>::value;
 
diff --git a/src/Functions/modulo.cpp b/src/Functions/modulo.cpp
index b2411899160..9cd104cd1dc 100644
--- a/src/Functions/modulo.cpp
+++ b/src/Functions/modulo.cpp
@@ -133,6 +133,7 @@ struct ModuloLegacyByConstantImpl : ModuloByConstantImpl<A, B>
 {
     using Op = ModuloLegacyImpl<A, B>;
 };
+
 }
 
 /** Specializations are specified for dividing numbers of the type UInt64 and UInt32 by the numbers of the same sign.
@@ -179,4 +180,22 @@ REGISTER_FUNCTION(ModuloLegacy)
     factory.registerFunction<FunctionModuloLegacy>();
 }
 
+struct NamePositiveModulo
+{
+    static constexpr auto name = "positive_modulo";
+};
+using FunctionPositiveModulo = BinaryArithmeticOverloadResolver<PositiveModuloImpl, NamePositiveModulo, false>;
+
+REGISTER_FUNCTION(PositiveModulo)
+{
+    factory.registerFunction<FunctionPositiveModulo>(
+        {
+            R"(
+Calculates the remainder when dividing `a` by `b`. Similar to function `modulo` except that `positive_modulo` always return non-negative number.
+        )",
+            Documentation::Examples{{"positive_modulo", "SELECT positive_modulo(-1000, 32);"}},
+            Documentation::Categories{"Arithmetic"}},
+        FunctionFactory::CaseInsensitive);
+}
+
 }
diff --git a/tests/queries/0_stateless/02475_positive_modulo.reference b/tests/queries/0_stateless/02475_positive_modulo.reference
new file mode 100644
index 00000000000..1e707fe2cc8
--- /dev/null
+++ b/tests/queries/0_stateless/02475_positive_modulo.reference
@@ -0,0 +1,4 @@
+8
+8
+24
+24
diff --git a/tests/queries/0_stateless/02475_positive_modulo.sql b/tests/queries/0_stateless/02475_positive_modulo.sql
new file mode 100644
index 00000000000..5f1fdad3c1a
--- /dev/null
+++ b/tests/queries/0_stateless/02475_positive_modulo.sql
@@ -0,0 +1,4 @@
+SELECT positive_modulo(1000, 32);
+SELECT positive_modulo(1000, -32);
+SELECT positive_modulo(-1000, -32);
+SELECT positive_modulo(-1000, 32);
\ No newline at end of file

From 1de5bb239229c7229d0a9fa793dbdb0642eefcda Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=9D=8E=E6=89=AC?= <654010905@qq.com>
Date: Tue, 15 Nov 2022 07:27:19 +0800
Subject: [PATCH 204/211] Add function canonicalRand (#43124)

* add function canonicalRand

* add perf test

* revert rand.xml
---
 .../functions/random-functions.md             |  5 ++
 src/Functions/canonicalRand.cpp               | 59 +++++++++++++++++++
 tests/performance/rand.xml                    |  1 +
 .../0_stateless/01047_nullable_rand.reference |  6 +-
 .../0_stateless/01047_nullable_rand.sql       |  4 ++
 5 files changed, 74 insertions(+), 1 deletion(-)
 create mode 100644 src/Functions/canonicalRand.cpp

diff --git a/docs/en/sql-reference/functions/random-functions.md b/docs/en/sql-reference/functions/random-functions.md
index d77cc55e5eb..08f2620a009 100644
--- a/docs/en/sql-reference/functions/random-functions.md
+++ b/docs/en/sql-reference/functions/random-functions.md
@@ -24,6 +24,11 @@ Returns a pseudo-random UInt64 number, evenly distributed among all UInt64-type
 
 Uses a linear congruential generator.
 
+## canonicalRand
+The function generates pseudo random results with independent and identically distributed uniformly distributed values in [0, 1).
+
+Non-deterministic. Return type is Float64.
+
 ## randConstant
 
 Produces a constant column with a random value.
diff --git a/src/Functions/canonicalRand.cpp b/src/Functions/canonicalRand.cpp
new file mode 100644
index 00000000000..d0b8c655e14
--- /dev/null
+++ b/src/Functions/canonicalRand.cpp
@@ -0,0 +1,59 @@
+#include <Common/randomSeed.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionsRandom.h>
+#include <pcg-random/pcg_random.hpp>
+
+namespace DB
+{
+
+namespace
+{
+
+struct CanonicalRandImpl
+{
+    static void execute(char * output, size_t size)
+    {
+        pcg64_fast rng1(randomSeed());
+        pcg64_fast rng2(randomSeed());
+        std::uniform_real_distribution<Float64> distribution1(min, max);
+        std::uniform_real_distribution<Float64> distribution2(min, max);
+
+        for (const char * end = output + size; output < end; output += 16)
+        {
+            unalignedStore<Float64>(output, distribution1(rng1));
+            unalignedStore<Float64>(output + 8, distribution2(rng2));
+        }
+    }
+    /// It is guaranteed (by PaddedPODArray) that we can overwrite up to 15 bytes after end.
+
+private:
+    const static constexpr Float64 min = 0;
+    const static constexpr Float64 max = 1;
+};
+
+
+struct NameCanonicalRand
+{
+    static constexpr auto name = "canonicalRand";
+};
+
+class FunctionCanonicalRand : public FunctionRandomImpl<CanonicalRandImpl, Float64, NameCanonicalRand>
+{
+public:
+    static FunctionPtr create(ContextPtr /*context*/) { return std::make_shared<FunctionCanonicalRand>(); }
+};
+
+}
+
+REGISTER_FUNCTION(CanonicalRand)
+{
+    factory.registerFunction<FunctionCanonicalRand>({
+        R"(
+The function generates pseudo random results with independent and identically distributed uniformly distributed values in [0, 1).
+Non-deterministic. Return type is Float64.
+        )",
+        Documentation::Examples{{"canonicalRand", "SELECT canonicalRand()"}},
+        Documentation::Categories{"Mathematical"}});
+}
+
+}
diff --git a/tests/performance/rand.xml b/tests/performance/rand.xml
index 32c97bb77d6..807b811c147 100644
--- a/tests/performance/rand.xml
+++ b/tests/performance/rand.xml
@@ -10,5 +10,6 @@
 
     <query>SELECT count() FROM (SELECT rand()           FROM zeros(1000000000)) </query>
     <query>SELECT count() FROM (SELECT rand64()         FROM zeros(1000000000)) </query>
+    <query>SELECT count() FROM (SELECT randUniform(0, 1) FROM zeros(100000000)) </query>
     <query>SELECT count() FROM (SELECT generateUUIDv4() FROM zeros( 100000000)) </query>
 </test>
diff --git a/tests/queries/0_stateless/01047_nullable_rand.reference b/tests/queries/0_stateless/01047_nullable_rand.reference
index aa75dc9a81a..e9993590a84 100644
--- a/tests/queries/0_stateless/01047_nullable_rand.reference
+++ b/tests/queries/0_stateless/01047_nullable_rand.reference
@@ -1,8 +1,12 @@
 UInt32
+Float64
+UInt32
 UInt32
-UInt32
+Float64
 UInt32
 0
 0
 0
 0
+0
+0
diff --git a/tests/queries/0_stateless/01047_nullable_rand.sql b/tests/queries/0_stateless/01047_nullable_rand.sql
index 865647aa0fb..9d3c361c543 100644
--- a/tests/queries/0_stateless/01047_nullable_rand.sql
+++ b/tests/queries/0_stateless/01047_nullable_rand.sql
@@ -1,9 +1,13 @@
 select toTypeName(rand(cast(4 as Nullable(UInt8))));
+select toTypeName(canonicalRand(CAST(4 as Nullable(UInt8))));
 select toTypeName(randConstant(CAST(4 as Nullable(UInt8))));
 select toTypeName(rand(Null));
+select toTypeName(canonicalRand(Null));
 select toTypeName(randConstant(Null));
 
 select rand(cast(4 as Nullable(UInt8))) * 0;
+select canonicalRand(cast(4 as Nullable(UInt8))) * 0;
 select randConstant(CAST(4 as Nullable(UInt8))) * 0;
 select rand(Null) * 0;
+select canonicalRand(Null) * 0;
 select randConstant(Null) * 0;

From 2a9ab046ddf44b040ad0a5a923b2381ed9b8778b Mon Sep 17 00:00:00 2001
From: Christoph Wurm <christoph@clickhouse.com>
Date: Tue, 15 Nov 2022 11:51:14 +0000
Subject: [PATCH 205/211] Unify spelling of DateTime

---
 docs/en/operations/system-tables/crash-log.md          | 4 ++--
 docs/en/operations/system-tables/mutations.md          | 4 ++--
 docs/en/operations/system-tables/replication_queue.md  | 6 +++---
 docs/en/sql-reference/data-types/date32.md             | 2 +-
 docs/en/sql-reference/data-types/datetime.md           | 2 +-
 docs/en/sql-reference/data-types/datetime64.md         | 2 +-
 docs/en/sql-reference/functions/date-time-functions.md | 8 ++++----
 docs/ru/operations/system-tables/crash-log.md          | 4 ++--
 docs/ru/operations/system-tables/mutations.md          | 4 ++--
 docs/ru/operations/system-tables/replication_queue.md  | 6 +++---
 docs/ru/sql-reference/data-types/date32.md             | 2 +-
 docs/ru/sql-reference/functions/date-time-functions.md | 4 ++--
 docs/zh/operations/system-tables/crash-log.md          | 4 ++--
 docs/zh/operations/system-tables/mutations.md          | 4 ++--
 docs/zh/operations/system-tables/replication_queue.md  | 6 +++---
 docs/zh/sql-reference/ansi.md                          | 2 +-
 docs/zh/sql-reference/data-types/datetime64.md         | 2 +-
 docs/zh/sql-reference/functions/date-time-functions.md | 4 ++--
 18 files changed, 35 insertions(+), 35 deletions(-)

diff --git a/docs/en/operations/system-tables/crash-log.md b/docs/en/operations/system-tables/crash-log.md
index 0c0a4cd967d..a44b0db8e9b 100644
--- a/docs/en/operations/system-tables/crash-log.md
+++ b/docs/en/operations/system-tables/crash-log.md
@@ -7,8 +7,8 @@ Contains information about stack traces for fatal errors. The table does not exi
 
 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.
+-   `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.
diff --git a/docs/en/operations/system-tables/mutations.md b/docs/en/operations/system-tables/mutations.md
index 782d7c42ad2..0d3b764846b 100644
--- a/docs/en/operations/system-tables/mutations.md
+++ b/docs/en/operations/system-tables/mutations.md
@@ -15,7 +15,7 @@ Columns:
 
 -   `command` ([String](/docs/en/sql-reference/data-types/string.md)) — The mutation command string (the part of the query after `ALTER TABLE [db.]table`).
 
--   `create_time` ([Datetime](/docs/en/sql-reference/data-types/datetime.md)) —  Date and time when the mutation command was submitted for execution.
+-   `create_time` ([DateTime](/docs/en/sql-reference/data-types/datetime.md)) —  Date and time when the mutation command was submitted for execution.
 
 -   `block_numbers.partition_id` ([Array](/docs/en/sql-reference/data-types/array.md)([String](/docs/en/sql-reference/data-types/string.md))) — For mutations of replicated tables, the array contains the partitions' IDs (one record for each partition). For mutations of non-replicated tables the array is empty.
 
@@ -39,7 +39,7 @@ If there were problems with mutating some data parts, the following columns cont
 
 -   `latest_failed_part` ([String](/docs/en/sql-reference/data-types/string.md)) — The name of the most recent part that could not be mutated.
 
--   `latest_fail_time` ([Datetime](/docs/en/sql-reference/data-types/datetime.md)) — The date and time of the most recent part mutation failure.
+-   `latest_fail_time` ([DateTime](/docs/en/sql-reference/data-types/datetime.md)) — The date and time of the most recent part mutation failure.
 
 -   `latest_fail_reason` ([String](/docs/en/sql-reference/data-types/string.md)) — The exception message that caused the most recent part mutation failure.
 
diff --git a/docs/en/operations/system-tables/replication_queue.md b/docs/en/operations/system-tables/replication_queue.md
index ced20b0048a..dff3bce246a 100644
--- a/docs/en/operations/system-tables/replication_queue.md
+++ b/docs/en/operations/system-tables/replication_queue.md
@@ -29,7 +29,7 @@ Columns:
     -   `MUTATE_PART` — Apply one or several mutations to the part.
     -   `ALTER_METADATA` — Apply alter modification according to global /metadata and /columns paths.
 
--   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was submitted for execution.
+-   `create_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was submitted for execution.
 
 -   `required_quorum` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The number of replicas waiting for the task to complete with confirmation of completion. This column is only relevant for the `GET_PARTS` task.
 
@@ -47,13 +47,13 @@ Columns:
 
 -   `last_exception` ([String](../../sql-reference/data-types/string.md)) — Text message about the last error that occurred (if any).
 
--   `last_attempt_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was last attempted.
+-   `last_attempt_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was last attempted.
 
 -   `num_postponed` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The number of postponed tasks.
 
 -   `postpone_reason` ([String](../../sql-reference/data-types/string.md)) — The reason why the task was postponed.
 
--   `last_postpone_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was last postponed.
+-   `last_postpone_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was last postponed.
 
 -   `merge_type` ([String](../../sql-reference/data-types/string.md)) — Type of the current merge. Empty if it's a mutation.
 
diff --git a/docs/en/sql-reference/data-types/date32.md b/docs/en/sql-reference/data-types/date32.md
index ff1a745785b..c8c7470d2cb 100644
--- a/docs/en/sql-reference/data-types/date32.md
+++ b/docs/en/sql-reference/data-types/date32.md
@@ -6,7 +6,7 @@ sidebar_label: Date32
 
 # Date32
 
-A date. Supports the date range same with [Datetime64](../../sql-reference/data-types/datetime64.md). Stored in four bytes as the number of days since 1900-01-01. Allows storing values till 2299-12-31.
+A date. Supports the date range same with [DateTime64](../../sql-reference/data-types/datetime64.md). Stored in four bytes as the number of days since 1900-01-01. Allows storing values till 2299-12-31.
 
 **Examples**
 
diff --git a/docs/en/sql-reference/data-types/datetime.md b/docs/en/sql-reference/data-types/datetime.md
index 85587882e01..7f7f21ded54 100644
--- a/docs/en/sql-reference/data-types/datetime.md
+++ b/docs/en/sql-reference/data-types/datetime.md
@@ -4,7 +4,7 @@ sidebar_position: 48
 sidebar_label: DateTime
 ---
 
-# Datetime
+# DateTime
 
 Allows to store an instant in time, that can be expressed as a calendar date and a time of a day.
 
diff --git a/docs/en/sql-reference/data-types/datetime64.md b/docs/en/sql-reference/data-types/datetime64.md
index c7372e4b064..fa3a1eecd46 100644
--- a/docs/en/sql-reference/data-types/datetime64.md
+++ b/docs/en/sql-reference/data-types/datetime64.md
@@ -4,7 +4,7 @@ sidebar_position: 49
 sidebar_label: DateTime64
 ---
 
-# Datetime64
+# DateTime64
 
 Allows to store an instant in time, that can be expressed as a calendar date and a time of a day, with defined sub-second precision
 
diff --git a/docs/en/sql-reference/functions/date-time-functions.md b/docs/en/sql-reference/functions/date-time-functions.md
index f7ea2690b21..6156a823d58 100644
--- a/docs/en/sql-reference/functions/date-time-functions.md
+++ b/docs/en/sql-reference/functions/date-time-functions.md
@@ -550,7 +550,7 @@ Alias: `dateTrunc`.
 
 -   Value, truncated to the specified part of date.
 
-Type: [Datetime](../../sql-reference/data-types/datetime.md).
+Type: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **Example**
 
@@ -881,7 +881,7 @@ now([timezone])
 
 -   Current date and time.
 
-Type: [Datetime](../../sql-reference/data-types/datetime.md).
+Type: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **Example**
 
@@ -932,7 +932,7 @@ now64([scale], [timezone])
 
 -   Current date and time with sub-second precision.
 
-Type: [Datetime64](../../sql-reference/data-types/datetime64.md).
+Type: [DateTime64](../../sql-reference/data-types/datetime64.md).
 
 **Example**
 
@@ -968,7 +968,7 @@ nowInBlock([timezone])
 
 -   Current date and time at the moment of processing of each block of data.
 
-Type: [Datetime](../../sql-reference/data-types/datetime.md).
+Type: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **Example**
 
diff --git a/docs/ru/operations/system-tables/crash-log.md b/docs/ru/operations/system-tables/crash-log.md
index 4ca8be5a199..68148fec6bd 100644
--- a/docs/ru/operations/system-tables/crash-log.md
+++ b/docs/ru/operations/system-tables/crash-log.md
@@ -7,8 +7,8 @@ slug: /ru/operations/system-tables/crash-log
 
 Колонки:
 
--   `event_date` ([Datetime](../../sql-reference/data-types/datetime.md)) — Дата события.
--   `event_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Время события.
+-   `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.
diff --git a/docs/ru/operations/system-tables/mutations.md b/docs/ru/operations/system-tables/mutations.md
index 20e4ebfdaf1..bb0bd44ed7a 100644
--- a/docs/ru/operations/system-tables/mutations.md
+++ b/docs/ru/operations/system-tables/mutations.md
@@ -15,7 +15,7 @@ slug: /ru/operations/system-tables/mutations
 
 -   `command` ([String](../../sql-reference/data-types/string.md)) — команда мутации (часть запроса после `ALTER TABLE [db.]table`).
 
--   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — дата и время создания мутации.
+-   `create_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время создания мутации.
 
 -   `block_numbers.partition_id` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) — Для мутаций реплицированных таблиц массив содержит содержит номера партиций (по одной записи для каждой партиции). Для мутаций нереплицированных таблиц массив пустой.
 
@@ -39,7 +39,7 @@ slug: /ru/operations/system-tables/mutations
 
 -   `latest_failed_part` ([String](../../sql-reference/data-types/string.md)) — имя последнего куска, мутация которого не удалась.
 
--   `latest_fail_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — дата и время последней ошибки мутации.
+-   `latest_fail_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время последней ошибки мутации.
 
 -   `latest_fail_reason` ([String](../../sql-reference/data-types/string.md)) — причина последней ошибки мутации.
 
diff --git a/docs/ru/operations/system-tables/replication_queue.md b/docs/ru/operations/system-tables/replication_queue.md
index 25de174e98f..60d42133153 100644
--- a/docs/ru/operations/system-tables/replication_queue.md
+++ b/docs/ru/operations/system-tables/replication_queue.md
@@ -29,7 +29,7 @@ slug: /ru/operations/system-tables/replication_queue
     -   `MUTATE_PART` — применить одну или несколько мутаций к куску.
     -   `ALTER_METADATA` — применить изменения структуры таблицы в результате запросов с выражением `ALTER`.
 
--   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — дата и время отправки задачи на выполнение.
+-   `create_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время отправки задачи на выполнение.
 
 -   `required_quorum` ([UInt32](../../sql-reference/data-types/int-uint.md)) — количество реплик, ожидающих завершения задачи, с подтверждением о завершении. Этот столбец актуален только для задачи `GET_PARTS`.
 
@@ -47,13 +47,13 @@ slug: /ru/operations/system-tables/replication_queue
 
 -   `last_exception` ([String](../../sql-reference/data-types/string.md)) — текст сообщения о последней возникшей ошибке, если таковые имеются.
 
--   `last_attempt_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — дата и время последней попытки выполнить задачу.
+-   `last_attempt_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время последней попытки выполнить задачу.
 
 -   `num_postponed` ([UInt32](../../sql-reference/data-types/int-uint.md)) — количество отложенных задач.
 
 -   `postpone_reason` ([String](../../sql-reference/data-types/string.md)) — причина, по которой была отложена задача.
 
--   `last_postpone_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — дата и время, когда была отложена задача в последний раз.
+-   `last_postpone_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — дата и время, когда была отложена задача в последний раз.
 
 -   `merge_type` ([String](../../sql-reference/data-types/string.md)) — тип текущего слияния. Пусто, если это мутация.
 
diff --git a/docs/ru/sql-reference/data-types/date32.md b/docs/ru/sql-reference/data-types/date32.md
index fcb7d688c20..958b8e9763e 100644
--- a/docs/ru/sql-reference/data-types/date32.md
+++ b/docs/ru/sql-reference/data-types/date32.md
@@ -6,7 +6,7 @@ sidebar_label: Date32
 
 # Date32 {#data_type-datetime32}
 
-Дата. Поддерживается такой же диапазон дат, как для типа [Datetime64](../../sql-reference/data-types/datetime64.md). Значение хранится в четырех байтах и соответствует числу дней с 1900-01-01 по 2299-12-31.
+Дата. Поддерживается такой же диапазон дат, как для типа [DateTime64](../../sql-reference/data-types/datetime64.md). Значение хранится в четырех байтах и соответствует числу дней с 1900-01-01 по 2299-12-31.
 
 **Пример**
 
diff --git a/docs/ru/sql-reference/functions/date-time-functions.md b/docs/ru/sql-reference/functions/date-time-functions.md
index f18c2ea258a..f430f5cae51 100644
--- a/docs/ru/sql-reference/functions/date-time-functions.md
+++ b/docs/ru/sql-reference/functions/date-time-functions.md
@@ -602,7 +602,7 @@ date_trunc(unit, value[, timezone])
 
 -   Дата и время, отсеченные до указанной части.
 
-Тип: [Datetime](../../sql-reference/data-types/datetime.md).
+Тип: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **Примеры**
 
@@ -913,7 +913,7 @@ now([timezone])
 
 -   Текущие дата и время.
 
-Тип: [Datetime](../../sql-reference/data-types/datetime.md).
+Тип: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **Пример**
 
diff --git a/docs/zh/operations/system-tables/crash-log.md b/docs/zh/operations/system-tables/crash-log.md
index d0ed406fa0c..06087a34f35 100644
--- a/docs/zh/operations/system-tables/crash-log.md
+++ b/docs/zh/operations/system-tables/crash-log.md
@@ -7,8 +7,8 @@ slug: /zh/operations/system-tables/crash-log
 
 列信息:
 
--   `event_date` ([Datetime](../../sql-reference/data-types/datetime.md)) — 事件日期.
--   `event_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — 事件时间.
+-   `event_date` ([DateTime](../../sql-reference/data-types/datetime.md)) — 事件日期.
+-   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — 事件时间.
 -   `timestamp_ns` ([UInt64](../../sql-reference/data-types/int-uint.md)) — 以纳秒为单位的事件时间戳.
 -   `signal` ([Int32](../../sql-reference/data-types/int-uint.md)) — 信号编号.
 -   `thread_id` ([UInt64](../../sql-reference/data-types/int-uint.md)) — 线程ID.
diff --git a/docs/zh/operations/system-tables/mutations.md b/docs/zh/operations/system-tables/mutations.md
index dbce0a59063..f5f82c1717a 100644
--- a/docs/zh/operations/system-tables/mutations.md
+++ b/docs/zh/operations/system-tables/mutations.md
@@ -15,7 +15,7 @@ slug: /zh/operations/system-tables/mutations
 
 -   `command` ([String](../../sql-reference/data-types/string.md)) — mutation命令字符串（`ALTER TABLE [db.]table`语句之后的部分)。
 
--   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — mutation命令提交执行的日期和时间。
+-   `create_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — mutation命令提交执行的日期和时间。
 
 -   `block_numbers.partition_id` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) — 对于复制表的mutation，该数组包含分区的ID（每个分区都有一条记录）。对于非复制表的mutation，该数组为空。
 
@@ -39,7 +39,7 @@ slug: /zh/operations/system-tables/mutations
 
 -   `latest_failed_part`([String](../../sql-reference/data-types/string.md)) — 最近不能mutation的part的名称。
 
--   `latest_fail_time`([Datetime](../../sql-reference/data-types/datetime.md)) — 最近的一个mutation失败的时间。
+-   `latest_fail_time`([DateTime](../../sql-reference/data-types/datetime.md)) — 最近的一个mutation失败的时间。
 
 -   `latest_fail_reason`([String](../../sql-reference/data-types/string.md)) — 导致最近part的mutation失败的异常消息。
 
diff --git a/docs/zh/operations/system-tables/replication_queue.md b/docs/zh/operations/system-tables/replication_queue.md
index e82569e378d..95a183cf9f7 100644
--- a/docs/zh/operations/system-tables/replication_queue.md
+++ b/docs/zh/operations/system-tables/replication_queue.md
@@ -29,7 +29,7 @@ slug: /zh/operations/system-tables/replication_queue
     -   `MUTATE_PART` — 对分片应用一个或多个突变.
     -   `ALTER_METADATA` — 根据全局 /metadata 和 /columns 路径应用alter修改.
 
--   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — 提交任务执行的日期和时间.
+-   `create_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — 提交任务执行的日期和时间.
 
 -   `required_quorum` ([UInt32](../../sql-reference/data-types/int-uint.md)) — 等待任务完成并确认完成的副本数. 此列仅与 `GET_PARTS` 任务相关.
 
@@ -47,13 +47,13 @@ slug: /zh/operations/system-tables/replication_queue
 
 -   `last_exception` ([String](../../sql-reference/data-types/string.md)) — 发生的最后一个错误的短信（如果有）.
 
--   `last_attempt_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — 上次尝试任务的日期和时间.
+-   `last_attempt_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — 上次尝试任务的日期和时间.
 
 -   `num_postponed` ([UInt32](../../sql-reference/data-types/int-uint.md)) — 延期任务数.
 
 -   `postpone_reason` ([String](../../sql-reference/data-types/string.md)) — 任务延期的原因.
 
--   `last_postpone_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — 上次推迟任务的日期和时间.
+-   `last_postpone_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — 上次推迟任务的日期和时间.
 
 -   `merge_type` ([String](../../sql-reference/data-types/string.md)) — 当前合并的类型. 如果是突变则为空.
 
diff --git a/docs/zh/sql-reference/ansi.md b/docs/zh/sql-reference/ansi.md
index 9cf335f89ef..cdccee0084f 100644
--- a/docs/zh/sql-reference/ansi.md
+++ b/docs/zh/sql-reference/ansi.md
@@ -152,7 +152,7 @@ sidebar_label: "ANSI\u517C\u5BB9\u6027"
 | F051-02  | TIME（时间）数据类型（并支持用于表达时间的字面量），小数秒精度至少为0                    | 否 {.text-danger}       |                                                                                                                                                                          |
 | F051-03  | 时间戳数据类型（并支持用于表达时间戳的字面量），小数秒精度至少为0和6                     | 是 {.text-danger}       |                                                                                                                                                                          |
 | F051-04  | 日期、时间和时间戳数据类型的比较谓词                                                     | 是 {.text-success}      |                                                                                                                                                                          |
-| F051-05  | Datetime 类型和字符串形式表达的时间之间的显式转换                                         | 是 {.text-success}      |                                                                                                                                                                          |
+| F051-05  | DateTime 类型和字符串形式表达的时间之间的显式转换                                         | 是 {.text-success}      |                                                                                                                                                                          |
 | F051-06  | CURRENT_DATE                                                                             | 否 {.text-danger}       | 使用`today()`替代                                                                                                                                                        |
 | F051-07  | LOCALTIME                                                                                | 否 {.text-danger}       | 使用`now()`替代                                                                                                                                                          |
 | F051-08  | LOCALTIMESTAMP                                                                           | 否 {.text-danger}       |                                                                                                                                                                          |
diff --git a/docs/zh/sql-reference/data-types/datetime64.md b/docs/zh/sql-reference/data-types/datetime64.md
index ee2d7a6f258..24888645cba 100644
--- a/docs/zh/sql-reference/data-types/datetime64.md
+++ b/docs/zh/sql-reference/data-types/datetime64.md
@@ -6,7 +6,7 @@ sidebar_position: 49
 sidebar_label: DateTime64
 ---
 
-# Datetime64 {#data_type-datetime64}
+# DateTime64 {#data_type-datetime64}
 
 此类型允许以日期（date）加时间（time）的形式来存储一个时刻的时间值，具有定义的亚秒精度
 
diff --git a/docs/zh/sql-reference/functions/date-time-functions.md b/docs/zh/sql-reference/functions/date-time-functions.md
index c666d01d15f..4bbd0e5b69b 100644
--- a/docs/zh/sql-reference/functions/date-time-functions.md
+++ b/docs/zh/sql-reference/functions/date-time-functions.md
@@ -539,7 +539,7 @@ date_trunc(unit, value[, timezone])
 
 -   按指定的单位向前取整后的DateTime。
 
-类型: [Datetime](../../sql-reference/data-types/datetime.md).
+类型: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **示例**
 
@@ -850,7 +850,7 @@ now([timezone])
 
 -   当前日期和时间。
 
-类型: [Datetime](../../sql-reference/data-types/datetime.md).
+类型: [DateTime](../../sql-reference/data-types/datetime.md).
 
 **示例**
 

From 0e5e58bed97db8ed66b140df2dce4976bd02e1da Mon Sep 17 00:00:00 2001
From: Antonio Andelic <antonio@clickhouse.com>
Date: Tue, 15 Nov 2022 12:18:24 +0000
Subject: [PATCH 206/211] Remove exception if shared ID already created

---
 .../MergeTree/ReplicatedMergeTreeAttachThread.cpp         | 1 +
 src/Storages/StorageReplicatedMergeTree.cpp               | 8 +++++---
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeAttachThread.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeAttachThread.cpp
index 7f91ffee1fe..47f10acb157 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeAttachThread.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeAttachThread.cpp
@@ -182,6 +182,7 @@ void ReplicatedMergeTreeAttachThread::runImpl()
     storage.createNewZooKeeperNodes();
     storage.syncPinnedPartUUIDs();
 
+    std::lock_guard lock(storage.table_shared_id_mutex);
     storage.createTableSharedID();
 };
 
diff --git a/src/Storages/StorageReplicatedMergeTree.cpp b/src/Storages/StorageReplicatedMergeTree.cpp
index bbbb4b6d22c..8b4788c8d55 100644
--- a/src/Storages/StorageReplicatedMergeTree.cpp
+++ b/src/Storages/StorageReplicatedMergeTree.cpp
@@ -7609,8 +7609,6 @@ std::unique_ptr<MergeTreeSettings> StorageReplicatedMergeTree::getDefaultSetting
 
 String StorageReplicatedMergeTree::getTableSharedID() const
 {
-    /// Lock is not required in other places because createTableSharedID()
-    /// can be called only during table initialization
     std::lock_guard lock(table_shared_id_mutex);
 
     /// Can happen if table was partially initialized before drop by DatabaseCatalog
@@ -7637,8 +7635,12 @@ String StorageReplicatedMergeTree::getTableSharedID() const
 void StorageReplicatedMergeTree::createTableSharedID() const
 {
     LOG_DEBUG(log, "Creating shared ID for table {}", getStorageID().getNameForLogs());
+    // can be set by the call to getTableSharedID
     if (table_shared_id != UUIDHelpers::Nil)
-        throw Exception(ErrorCodes::LOGICAL_ERROR, "Table shared id already initialized");
+    {
+        LOG_INFO(log, "Shared ID already set to {}", table_shared_id);
+        return;
+    }
 
     auto zookeeper = getZooKeeper();
     String zookeeper_table_id_path = fs::path(zookeeper_path) / "table_shared_id";

From 5aae1d07246f6b1ce46b43cb8f59fe4495864185 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Tue, 15 Nov 2022 10:49:13 -0500
Subject: [PATCH 207/211] update note ot include default user

---
 .../external-dictionaries/external-dicts-dict-layout.md       | 2 +-
 .../external-dictionaries/external-dicts-dict-lifetime.md     | 2 +-
 .../external-dictionaries/external-dicts-dict-polygon.md      | 2 +-
 .../external-dictionaries/external-dicts-dict-sources.md      | 2 +-
 .../external-dictionaries/external-dicts-dict-structure.md    | 2 +-
 .../dictionaries/external-dictionaries/external-dicts-dict.md | 2 +-
 .../dictionaries/external-dictionaries/external-dicts.md      | 4 ++--
 7 files changed, 8 insertions(+), 8 deletions(-)

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 49a8620b609..4e379365912 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
@@ -25,7 +25,7 @@ ClickHouse generates an exception for errors with dictionaries. Examples of erro
 You can view the list of dictionaries and their statuses in the [system.dictionaries](../../../operations/system-tables/dictionaries.md) table.
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries, and create your dictionary as user `default`. 
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
index f0d6cb64a0b..f5b70522841 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
@@ -13,7 +13,7 @@ Dictionary updates (other than loading for first use) do not block queries. Duri
 Example of settings:
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
index 42c4a7faa73..aa85247c1be 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
@@ -11,7 +11,7 @@ For example: defining a city area by geographical coordinates.
 Example of a polygon dictionary configuration:
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index 8218c066530..bcd5d4417a5 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -7,7 +7,7 @@ sidebar_label: Dictionary Sources
 # Dictionary Sources
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index 20056c6ac9c..ba8411db1ce 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -7,7 +7,7 @@ sidebar_label: Dictionary Key and Fields
 # Dictionary Key and Fields
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries, and create your dictionary as user `default`.
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index f95a3593ae4..1d273a9e9ed 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -7,7 +7,7 @@ sidebar_label: Configuring a Dictionary
 # Configuring a Dictionary
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 19bb7474d40..34d8b7b74a4 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -7,7 +7,7 @@ sidebar_label: General Description
 # Dictionaries 
 
 :::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries.
+If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
 Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
 :::
 
@@ -36,7 +36,7 @@ Dictionaries can be created with [DDL queries](../../../sql-reference/statements
 ## Creating a dictionary with a configuration file
 
 :::note
-Creating a dictionary with a configuration file is not applicable to ClickHouse Cloud. Please use DDL (see above).
+Creating a dictionary with a configuration file is not applicable to ClickHouse Cloud. Please use DDL (see above), and create your dictionary as user `default`.
 :::
 
 The dictionary configuration file has the following format:

From 63ae261119da4484d02c16979b73e3231b0ef2e3 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Tue, 15 Nov 2022 12:44:54 -0500
Subject: [PATCH 208/211] move tip to snippet

---
 .../external-dictionaries/_snippet_dictionary_in_cloud.md   | 4 ++++
 .../external-dictionaries/external-dicts-dict-layout.md     | 6 ++----
 .../external-dictionaries/external-dicts-dict-lifetime.md   | 6 ++----
 .../external-dictionaries/external-dicts-dict-polygon.md    | 6 ++----
 .../external-dictionaries/external-dicts-dict-sources.md    | 6 ++----
 .../external-dictionaries/external-dicts-dict-structure.md  | 6 ++----
 .../external-dictionaries/external-dicts-dict.md            | 6 ++----
 .../dictionaries/external-dictionaries/external-dicts.md    | 6 ++----
 8 files changed, 18 insertions(+), 28 deletions(-)
 create mode 100644 docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md

diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md b/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md
new file mode 100644
index 00000000000..e6a0dac7afb
--- /dev/null
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md
@@ -0,0 +1,4 @@
+:::tip
+If you are using a dictionary with ClickHouse Cloud please use the DDL query option to create your dictionaries, and create your dictionary as user `default`. 
+Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
+:::
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 4e379365912..aac0db208c6 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
@@ -3,6 +3,7 @@ slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-l
 sidebar_position: 41
 sidebar_label: Storing Dictionaries in Memory
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 # Storing Dictionaries in Memory 
 
@@ -24,10 +25,7 @@ ClickHouse generates an exception for errors with dictionaries. Examples of erro
 
 You can view the list of dictionaries and their statuses in the [system.dictionaries](../../../operations/system-tables/dictionaries.md) table.
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries, and create your dictionary as user `default`. 
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails /> 
 
 The configuration looks like this:
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
index f5b70522841..e4edad4d9a1 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
@@ -3,6 +3,7 @@ slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-l
 sidebar_position: 42
 sidebar_label: Dictionary Updates
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 # Dictionary Updates 
 
@@ -12,10 +13,7 @@ Dictionary updates (other than loading for first use) do not block queries. Duri
 
 Example of settings:
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails />
 
 ``` xml
 <dictionary>
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
index aa85247c1be..366d88e07c7 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-polygon.md
@@ -4,16 +4,14 @@ sidebar_position: 46
 sidebar_label: Polygon Dictionaries With Grids
 title: "Polygon dictionaries"
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 Polygon dictionaries allow you to efficiently search for the polygon containing specified points.
 For example: defining a city area by geographical coordinates.
 
 Example of a polygon dictionary configuration:
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails />
 
 ``` xml
 <dictionary>
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index bcd5d4417a5..4eb96fe80a2 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -3,13 +3,11 @@ slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-s
 sidebar_position: 43
 sidebar_label: Dictionary Sources
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 # Dictionary Sources
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails />
 
 A dictionary can be connected to ClickHouse from many different sources.
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index ba8411db1ce..881630167e3 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -3,13 +3,11 @@ slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-s
 sidebar_position: 44
 sidebar_label: Dictionary Key and Fields
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 # Dictionary Key and Fields
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries, and create your dictionary as user `default`.
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails />
 
 The `structure` clause describes the dictionary key and fields available for queries.
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index 1d273a9e9ed..76ca3ac978f 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -3,13 +3,11 @@ slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict
 sidebar_position: 40
 sidebar_label: Configuring a Dictionary
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 # Configuring a Dictionary
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails />
 
 If dictionary is configured using xml file, than dictionary configuration has the following structure:
 
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 34d8b7b74a4..7498afd8492 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -3,13 +3,11 @@ slug: /en/sql-reference/dictionaries/external-dictionaries/external-dicts
 sidebar_position: 39
 sidebar_label: General Description
 ---
+import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dictionaries/_snippet_dictionary_in_cloud.md';
 
 # Dictionaries 
 
-:::tip
-If you are using a DICTIONARY with ClickHouse Cloud please use the DDL query option to create your dictionaries,  and create your dictionary as user `default`.
-Also, verify the list of supported dictionary sources in the [Cloud Compatibility guide](/docs/en/whats-new/cloud-capabilities.md).
-:::
+<CloudDetails />
 
 You can add your own dictionaries from various data sources. The source for a dictionary can be a ClickHouse table, a DDL query, a local text or executable file, an HTTP(s) resource, or another DBMS. For more information, see “[Dictionary Sources](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)”.
 

From 2a48fb344d325aa3e5e8c1e818ec6cf0685deb53 Mon Sep 17 00:00:00 2001
From: Camilo Sierra <camilo.sierra@clickhouse.com>
Date: Tue, 15 Nov 2022 19:22:46 +0100
Subject: [PATCH 209/211] Added examples and extra info to projections

I have added two examples about how we can use projections
---
 .../statements/alter/projection.md            | 127 +++++++++++++++++-
 1 file changed, 126 insertions(+), 1 deletion(-)

diff --git a/docs/en/sql-reference/statements/alter/projection.md b/docs/en/sql-reference/statements/alter/projection.md
index 7913c7cb7e4..02dd255be52 100644
--- a/docs/en/sql-reference/statements/alter/projection.md
+++ b/docs/en/sql-reference/statements/alter/projection.md
@@ -2,9 +2,134 @@
 slug: /en/sql-reference/statements/alter/projection
 sidebar_position: 49
 sidebar_label: PROJECTION
-title: "Manipulating Projections"
+title: "Projections"
 ---
 
+Projections store data in a format that optimizes query execution, this feature is useful if:
+You need to run queries on a column that is not a part of the primary key,
+For Pre-aggregate columns, it will reduce both computation and IO.
+
+You can define one or more projections for a table, and during the query analysis the projection with least data to scan will be selected by ClickHouse without modifying the query provided by the user.
+
+## Example filtering without using primary keys
+
+Creating the table:
+```
+CREATE TABLE visits_order
+(
+   `user_id` UInt64,
+   `user_name` String,
+   `pages_visited` Nullable(Float64),
+   `user_agent` String
+)
+ENGINE = MergeTree()
+PRIMARY KEY user_agent
+```
+Using `ALTER TABLE`, we could add the Projection to an existing table:
+```
+ALTER TABLE visits_order ADD PROJECTION user_name_projection (
+SELECT
+* 
+ORDER BY user_name
+)
+
+ALTER TABLE visits_order MATERIALIZE PROJECTION user_name_projection
+```
+Inserting the data:
+```
+INSERT INTO visits_order SELECT
+    number,
+    'test',
+    1.5 * (number / 2),
+    'Android'
+FROM numbers(1, 100);
+```
+
+The Projection will allow us to filter by `user_name` fast even if in the original Table `user_name` was not defined as a `PRIMARY_KEY`.
+At query time ClickHouse determined that less data will be processed if the projection is used, as the data is ordered by `user_name`.
+```
+SELECT
+    *
+FROM visits_order
+WHERE user_name='test'
+LIMIT 2
+```
+
+To verify that a query is using the projection, we could review the `system.query_log` table. On the `projections` field we have the name of the projection used or empty if none has been used:
+```
+SELECT query, projections FROM system.query_log WHERE query_id='<query_id>'
+```
+
+## Example for pre-aggregate query
+
+Creating the table with the Projection:
+```
+CREATE TABLE visits
+(
+   `user_id` UInt64,
+   `user_name` String,
+   `pages_visited` Nullable(Float64),
+   `user_agent` String,
+   PROJECTION projection_visits_by_user
+   (
+       SELECT
+           user_agent,
+           sum(pages_visited)
+       GROUP BY user_id, user_agent
+   )
+)
+ENGINE = MergeTree()
+ORDER BY user_agent
+```
+Inserting the data:
+```
+INSERT INTO visits SELECT
+    number,
+    'test',
+    1.5 * (number / 2),
+    'Android'
+FROM numbers(1, 100);
+```
+```
+INSERT INTO visits SELECT
+    number,
+    'test',
+    1. * (number / 2),
+   'IOS'
+FROM numbers(100, 500);
+```
+We will execute a first query using `GROUP BY` using the field `user_agent`, this query will not use the projection defined as the pre-aggregate do not match.
+```
+SELECT
+    user_agent,
+    count(DISTINCT user_id)
+FROM visits
+GROUP BY user_agent
+```
+
+To use the projection we could execute queries that select partially or all the pre-aggregate and `GROUP BY` fields.
+```
+SELECT
+    user_agent
+FROM visits
+WHERE user_id > 50 AND user_id < 150
+GROUP BY user_agent
+```
+```
+SELECT
+    user_agent,
+    sum(pages_visited)
+FROM visits
+GROUP BY user_id
+```
+
+As mentioned before, we could review the `system.query_log` table. On the `projections` field we have the name of the projection used or empty if none has been used:
+```
+SELECT query, projections FROM system.query_log WHERE query_id='<query_id>'
+```
+
+# Manipulating Projections
+
 The following operations with [projections](/docs/en/engines/table-engines/mergetree-family/mergetree.md/#projections) are available:
 
 ## ADD PROJECTION

From 7e08798fa8b2bd4a2559eee7b1bd9ec57b1aabe4 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Tue, 15 Nov 2022 13:47:50 -0500
Subject: [PATCH 210/211] edits

---
 .../sql-reference/statements/alter/projection.md   | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/en/sql-reference/statements/alter/projection.md b/docs/en/sql-reference/statements/alter/projection.md
index 02dd255be52..99cb8fb8fd1 100644
--- a/docs/en/sql-reference/statements/alter/projection.md
+++ b/docs/en/sql-reference/statements/alter/projection.md
@@ -5,11 +5,11 @@ sidebar_label: PROJECTION
 title: "Projections"
 ---
 
-Projections store data in a format that optimizes query execution, this feature is useful if:
-You need to run queries on a column that is not a part of the primary key,
-For Pre-aggregate columns, it will reduce both computation and IO.
+Projections store data in a format that optimizes query execution, this feature is useful for:
+- Running queries on a column that is not a part of the primary key
+- Pre-aggregating columns, it will reduce both computation and IO
 
-You can define one or more projections for a table, and during the query analysis the projection with least data to scan will be selected by ClickHouse without modifying the query provided by the user.
+You can define one or more projections for a table, and during the query analysis the projection with the least data to scan will be selected by ClickHouse without modifying the query provided by the user.
 
 ## Example filtering without using primary keys
 
@@ -60,7 +60,7 @@ To verify that a query is using the projection, we could review the `system.quer
 SELECT query, projections FROM system.query_log WHERE query_id='<query_id>'
 ```
 
-## Example for pre-aggregate query
+## Example pre-aggregation query
 
 Creating the table with the Projection:
 ```
@@ -98,7 +98,7 @@ INSERT INTO visits SELECT
    'IOS'
 FROM numbers(100, 500);
 ```
-We will execute a first query using `GROUP BY` using the field `user_agent`, this query will not use the projection defined as the pre-aggregate do not match.
+We will execute a first query using `GROUP BY` using the field `user_agent`, this query will not use the projection defined as the pre-aggregation does not match.
 ```
 SELECT
     user_agent,
@@ -107,7 +107,7 @@ FROM visits
 GROUP BY user_agent
 ```
 
-To use the projection we could execute queries that select partially or all the pre-aggregate and `GROUP BY` fields.
+To use the projection we could execute queries that select part of, or all of the pre-aggregation and `GROUP BY` fields.
 ```
 SELECT
     user_agent

From c60b98f57630015f577385640c102eb6d23cce72 Mon Sep 17 00:00:00 2001
From: DanRoscigno <dan@roscigno.com>
Date: Tue, 15 Nov 2022 16:17:43 -0500
Subject: [PATCH 211/211] updates from review

---
 .../dictionaries/external-dictionaries/external-dicts.md  | 8 ++++++--
 docs/en/sql-reference/statements/create/dictionary.md     | 2 +-
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 7498afd8492..06b5b8a6746 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -9,7 +9,7 @@ import CloudDetails from '@site/docs/en/sql-reference/dictionaries/external-dict
 
 <CloudDetails />
 
-You can add your own dictionaries from various data sources. The source for a dictionary can be a ClickHouse table, a DDL query, a local text or executable file, an HTTP(s) resource, or another DBMS. For more information, see “[Dictionary Sources](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)”.
+You can add your own dictionaries from various data sources. The source for a dictionary can be a ClickHouse table, a local text or executable file, an HTTP(s) resource, or another DBMS. For more information, see “[Dictionary Sources](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md)”.
 
 ClickHouse:
 
@@ -29,7 +29,11 @@ The [dictionaries](../../../operations/system-tables/dictionaries.md#system_tabl
 
 ## Creating a dictionary with a DDL query
 
-Dictionaries can be created with [DDL queries](../../../sql-reference/statements/create/dictionary.md).  This does not require any additional records in a server configuration file. This allows dictionaries to be worked with as first-class entities, like tables or views.
+Dictionaries can be created with [DDL queries](../../../sql-reference/statements/create/dictionary.md), and this is the recommended method because with DDL created dictionaries:
+- No additional records are added to server configuration files
+- The dictionaries can be worked with as first-class entities, like tables or views
+- Data can be read directly, using familiar SELECT rather than dictionary table functions
+- The dictionaries can be easily renamed
 
 ## Creating a dictionary with a configuration file
 
diff --git a/docs/en/sql-reference/statements/create/dictionary.md b/docs/en/sql-reference/statements/create/dictionary.md
index 37051f8031a..a470b071971 100644
--- a/docs/en/sql-reference/statements/create/dictionary.md
+++ b/docs/en/sql-reference/statements/create/dictionary.md
@@ -130,4 +130,4 @@ Please see the details in [Dictionary sources](/docs/en/sql-reference/dictionari
 **See Also**
 
 - For more information, see the [Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) section.
-- [system.dictionaries](../../../operations/system-tables/dictionaries.md) — This table contains information about [dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
+- [system.dictionaries](../../../operations/system-tables/dictionaries.md) — This table contains information about [Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).