diff --git a/src/Functions/normalizeQuery.cpp b/src/Functions/normalizeQuery.cpp
new file mode 100644
index 00000000000..91c5b9d1680
--- /dev/null
+++ b/src/Functions/normalizeQuery.cpp
@@ -0,0 +1,171 @@
+#include <DataTypes/DataTypeString.h>
+#include <Columns/ColumnString.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionStringToString.h>
+#include <Parsers/Lexer.h>
+#include <common/find_symbols.h>
+#include <Common/StringUtils/StringUtils.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_COLUMN;
+}
+
+namespace
+{
+
+struct Impl
+{
+    static void vector(const ColumnString::Chars & data,
+        const ColumnString::Offsets & offsets,
+        ColumnString::Chars & res_data,
+        ColumnString::Offsets & res_offsets)
+    {
+        size_t size = offsets.size();
+        res_offsets.resize(size);
+        res_data.reserve(data.size());
+
+        ColumnString::Offset prev_src_offset = 0;
+        for (size_t i = 0; i < size; ++i)
+        {
+            ColumnString::Offset curr_src_offset = offsets[i];
+            Lexer lexer(reinterpret_cast<const char *>(&data[prev_src_offset]), reinterpret_cast<const char *>(&data[curr_src_offset - 1]));
+            prev_src_offset = offsets[i];
+
+            /// Coalesce whitespace characters and comments to a single whitespace.
+            bool prev_insignificant = false;
+
+            /// Coalesce a list of comma separated literals to a single '?..' sequence.
+            size_t num_literals_in_sequence = 0;
+            bool prev_comma = false;
+            bool prev_whitespace = false;
+
+            while (true)
+            {
+                Token token = lexer.nextToken();
+
+                if (!token.isSignificant())
+                {
+                    /// Replace a sequence of insignificant tokens with single whitespace.
+                    if (!prev_insignificant)
+                    {
+                        if (0 == num_literals_in_sequence)
+                            res_data.push_back(' ');
+                        else
+                            prev_whitespace = true;
+                    }
+                    prev_insignificant = true;
+                    continue;
+                }
+
+                prev_insignificant = false;
+
+                /// Literals.
+                if (token.type == TokenType::Number || token.type == TokenType::StringLiteral)
+                {
+                    if (0 == num_literals_in_sequence)
+                        res_data.push_back('?');
+                    ++num_literals_in_sequence;
+                    prev_whitespace = false;
+                    prev_comma = false;
+                    continue;
+                }
+                else if (token.type == TokenType::Comma)
+                {
+                    if (num_literals_in_sequence)
+                    {
+                        prev_comma = true;
+                        continue;
+                    }
+                }
+                else
+                {
+                    if (num_literals_in_sequence > 1)
+                    {
+                        res_data.push_back('.');
+                        res_data.push_back('.');
+                    }
+
+                    if (prev_comma)
+                        res_data.push_back(',');
+
+                    if (prev_whitespace)
+                        res_data.push_back(' ');
+
+                    num_literals_in_sequence = 0;
+                    prev_comma = false;
+                    prev_whitespace = false;
+                }
+
+                /// Slightly normalize something that look like aliases - if they are complex, replace them to `?` placeholders.
+                if (token.type == TokenType::QuotedIdentifier
+                    /// Differentiate identifier from function (example: SHA224(x)).
+                    /// By the way, there is padding in columns and pointer dereference is Ok.
+                    || (token.type == TokenType::BareWord && *token.end != '('))
+                {
+                    /// Identifier is complex if it contains whitespace or more than two digits.
+                    size_t num_digits = 0;
+
+                    const char * pos = token.begin;
+                    for (; pos != token.end; ++pos)
+                    {
+                        if (isWhitespaceASCII(*pos))
+                            break;
+
+                        if (isNumericASCII(*pos))
+                        {
+                            ++num_digits;
+                            if (num_digits > 2)
+                                break;
+                        }
+                    }
+
+                    if (pos == token.end)
+                    {
+                        res_data.insert(token.begin, token.end);
+                    }
+                    else
+                    {
+                        res_data.push_back('`');
+                        res_data.push_back('?');
+                        res_data.push_back('`');
+                    }
+
+                    continue;
+                }
+
+                if (token.isEnd() || token.isError())
+                    break;
+
+                res_data.insert(token.begin, token.end);
+            }
+
+            res_data.push_back(0);
+            res_offsets[i] = res_data.size();
+        }
+    }
+
+    [[noreturn]] static void vectorFixed(const ColumnString::Chars &, size_t, ColumnString::Chars &)
+    {
+        throw Exception("Cannot apply function normalizeQuery to fixed string.", ErrorCodes::ILLEGAL_COLUMN);
+    }
+};
+
+struct Name
+{
+    static constexpr auto name = "normalizeQuery";
+};
+
+}
+
+void registerFunctionNormalizeQuery(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionStringToString<Impl, Name>>();
+}
+
+}
+
diff --git a/src/Functions/registerFunctionsString.cpp b/src/Functions/registerFunctionsString.cpp
index ae09498ee99..06661b2fdce 100644
--- a/src/Functions/registerFunctionsString.cpp
+++ b/src/Functions/registerFunctionsString.cpp
@@ -30,6 +30,7 @@ void registerFunctionStartsWith(FunctionFactory &);
 void registerFunctionEndsWith(FunctionFactory &);
 void registerFunctionTrim(FunctionFactory &);
 void registerFunctionRegexpQuoteMeta(FunctionFactory &);
+void registerFunctionNormalizeQuery(FunctionFactory &);
 
 #if USE_BASE64
 void registerFunctionBase64Encode(FunctionFactory &);
@@ -62,6 +63,7 @@ void registerFunctionsString(FunctionFactory & factory)
     registerFunctionEndsWith(factory);
     registerFunctionTrim(factory);
     registerFunctionRegexpQuoteMeta(factory);
+    registerFunctionNormalizeQuery(factory);
 #if USE_BASE64
     registerFunctionBase64Encode(factory);
     registerFunctionBase64Decode(factory);