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Add normalizedQueryHash function with tests
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182
src/Functions/normalizedQueryHash.cpp
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182
src/Functions/normalizedQueryHash.cpp
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#include <DataTypes/DataTypeString.h>
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#include <DataTypes/DataTypesNumber.h>
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#include <Columns/ColumnString.h>
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#include <Columns/ColumnsNumber.h>
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#include <Functions/FunctionFactory.h>
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#include <Parsers/Lexer.h>
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#include <common/find_symbols.h>
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#include <Common/StringUtils/StringUtils.h>
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#include <Common/SipHash.h>
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/** The function returns 64bit hash value that is identical for similar queries.
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* See also 'normalizeQuery'. This function is only slightly more efficient.
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*/
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namespace DB
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{
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namespace ErrorCodes
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{
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extern const int ILLEGAL_COLUMN;
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}
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namespace
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{
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struct Impl
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{
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static void vector(
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const ColumnString::Chars & data,
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const ColumnString::Offsets & offsets,
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PaddedPODArray<UInt64> & res_data)
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{
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size_t size = offsets.size();
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res_data.resize(size);
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ColumnString::Offset prev_src_offset = 0;
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for (size_t i = 0; i < size; ++i)
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{
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SipHash hash;
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ColumnString::Offset curr_src_offset = offsets[i];
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Lexer lexer(reinterpret_cast<const char *>(&data[prev_src_offset]), reinterpret_cast<const char *>(&data[curr_src_offset - 1]));
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prev_src_offset = offsets[i];
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/// Coalesce a list of comma separated literals.
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size_t num_literals_in_sequence = 0;
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bool prev_comma = false;
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while (true)
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{
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Token token = lexer.nextToken();
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if (!token.isSignificant())
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continue;
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/// Literals.
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if (token.type == TokenType::Number || token.type == TokenType::StringLiteral)
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{
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if (0 == num_literals_in_sequence)
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hash.update("\x00", 1);
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++num_literals_in_sequence;
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prev_comma = false;
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continue;
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}
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else if (token.type == TokenType::Comma)
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{
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if (num_literals_in_sequence)
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{
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prev_comma = true;
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continue;
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}
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}
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else
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{
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if (num_literals_in_sequence > 1)
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hash.update("\x00", 1);
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if (prev_comma)
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hash.update(",", 1);
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num_literals_in_sequence = 0;
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prev_comma = false;
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}
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/// Slightly normalize something that look like aliases - if they are complex, replace them to `?` placeholders.
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if (token.type == TokenType::QuotedIdentifier
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/// Differentiate identifier from function (example: SHA224(x)).
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/// By the way, there is padding in columns and pointer dereference is Ok.
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|| (token.type == TokenType::BareWord && *token.end != '('))
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{
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/// Identifier is complex if it contains whitespace or more than two digits.
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size_t num_digits = 0;
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const char * pos = token.begin;
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for (; pos != token.end; ++pos)
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{
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if (isWhitespaceASCII(*pos))
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break;
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if (isNumericASCII(*pos))
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{
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++num_digits;
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if (num_digits > 2)
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break;
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}
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}
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if (pos == token.end)
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hash.update(token.begin, token.size());
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else
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hash.update("\x01", 1);
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continue;
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}
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if (token.isEnd() || token.isError())
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break;
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hash.update(token.begin, token.size());
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}
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res_data[i] = hash.get64();
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}
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}
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};
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class FunctionNormalizedQueryHash : public IFunction
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{
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public:
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static constexpr auto name = "normalizedQueryHash";
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static FunctionPtr create(const Context &)
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{
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return std::make_shared<FunctionNormalizedQueryHash>();
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}
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String getName() const override
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{
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return name;
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}
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size_t getNumberOfArguments() const override
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{
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return 1;
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}
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DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
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{
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if (!isString(arguments[0]))
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throw Exception("Illegal type " + arguments[0]->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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return std::make_shared<DataTypeUInt64>();
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}
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bool useDefaultImplementationForConstants() const override { return true; }
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void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) const override
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{
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const ColumnPtr column = block.getByPosition(arguments[0]).column;
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if (const ColumnString * col = checkAndGetColumn<ColumnString>(column.get()))
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{
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auto col_res = ColumnUInt64::create();
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typename ColumnUInt64::Container & vec_res = col_res->getData();
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vec_res.resize(col->size());
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Impl::vector(col->getChars(), col->getOffsets(), vec_res);
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block.getByPosition(result).column = std::move(col_res);
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}
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else
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throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of argument of function " + getName(),
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ErrorCodes::ILLEGAL_COLUMN);
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}
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};
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}
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void registerFunctionNormalizedQueryHash(FunctionFactory & factory)
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{
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factory.registerFunction<FunctionNormalizedQueryHash>();
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}
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}
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@ -31,6 +31,7 @@ void registerFunctionEndsWith(FunctionFactory &);
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void registerFunctionTrim(FunctionFactory &);
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void registerFunctionTrim(FunctionFactory &);
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void registerFunctionRegexpQuoteMeta(FunctionFactory &);
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void registerFunctionRegexpQuoteMeta(FunctionFactory &);
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void registerFunctionNormalizeQuery(FunctionFactory &);
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void registerFunctionNormalizeQuery(FunctionFactory &);
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void registerFunctionNormalizedQueryHash(FunctionFactory &);
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#if USE_BASE64
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#if USE_BASE64
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void registerFunctionBase64Encode(FunctionFactory &);
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void registerFunctionBase64Encode(FunctionFactory &);
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registerFunctionTrim(factory);
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registerFunctionTrim(factory);
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registerFunctionRegexpQuoteMeta(factory);
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registerFunctionRegexpQuoteMeta(factory);
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registerFunctionNormalizeQuery(factory);
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registerFunctionNormalizeQuery(factory);
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registerFunctionNormalizedQueryHash(factory);
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#if USE_BASE64
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#if USE_BASE64
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registerFunctionBase64Encode(factory);
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registerFunctionBase64Encode(factory);
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registerFunctionBase64Decode(factory);
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registerFunctionBase64Decode(factory);
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@ -0,0 +1,7 @@
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1
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1
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1
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1
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1
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1
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1
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SELECT normalizedQueryHash('SELECT 1') = normalizedQueryHash('SELECT 2');
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SELECT normalizedQueryHash('SELECT 1') != normalizedQueryHash('SELECT 1, 1, 1');
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SELECT normalizedQueryHash('SELECT 1, 1, 1, /* Hello */ \'abc\'') = normalizedQueryHash('SELECT 2, 3');
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SELECT normalizedQueryHash('[1, 2, 3]') = normalizedQueryHash('[1, ''x'']');
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SELECT normalizedQueryHash('[1, 2, 3, x]') != normalizedQueryHash('[1, x]');
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SELECT normalizedQueryHash('SELECT 1 AS `xyz`') != normalizedQueryHash('SELECT 1 AS `abc`');
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SELECT normalizedQueryHash('SELECT 1 AS xyz111') = normalizedQueryHash('SELECT 2 AS xyz234');
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