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156 lines
7.8 KiB
C++
156 lines
7.8 KiB
C++
#include <AggregateFunctions/AggregateFunctionFactory.h>
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#include <AggregateFunctions/Helpers.h>
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#include <AggregateFunctions/FactoryHelpers.h>
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#include <AggregateFunctions/AggregateFunctionQuantile.h>
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#include <AggregateFunctions/QuantileReservoirSampler.h>
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#include <AggregateFunctions/QuantileReservoirSamplerDeterministic.h>
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#include <AggregateFunctions/QuantileExact.h>
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#include <AggregateFunctions/QuantileExactWeighted.h>
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#include <AggregateFunctions/QuantileTiming.h>
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#include <AggregateFunctions/QuantileTDigest.h>
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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 NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
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}
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namespace
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{
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#define FOR_NUMERIC_TYPES(M) \
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M(UInt8) \
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M(UInt16) \
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M(UInt32) \
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M(UInt64) \
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M(Int8) \
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M(Int16) \
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M(Int32) \
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M(Int64) \
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M(Float32) \
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M(Float64)
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template <template <typename> class Data, typename Name, bool returns_float, bool returns_many>
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AggregateFunctionPtr createAggregateFunctionQuantile(const std::string & name, const DataTypes & argument_types, const Array & params)
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{
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assertUnary(name, argument_types);
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const DataTypePtr & argument_type = argument_types[0];
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#define CREATE(TYPE) \
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if (typeid_cast<const DataType ## TYPE *>(argument_type.get())) \
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return std::make_shared<AggregateFunctionQuantile<TYPE, void, Data<TYPE>, Name, returns_float, returns_many>>(argument_type, params);
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FOR_NUMERIC_TYPES(CREATE)
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#undef CREATE
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if (typeid_cast<const DataTypeDate *>(argument_type.get()))
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return std::make_shared<AggregateFunctionQuantile<DataTypeDate::FieldType, void, Data<DataTypeDate::FieldType>, Name, false, returns_many>>(argument_type, params);
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if (typeid_cast<const DataTypeDateTime *>(argument_type.get()))
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return std::make_shared<AggregateFunctionQuantile<DataTypeDateTime::FieldType, void, Data<DataTypeDateTime::FieldType>, Name, false, returns_many>>(argument_type, params);
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throw Exception("Illegal type " + argument_type->getName() + " of argument for aggregate function " + name, ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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}
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template <typename FirstArg, template <typename> class Data, typename Name, bool returns_float, bool returns_many>
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AggregateFunctionPtr createAggregateFunctionQuantileTwoArgsForSecondArg(const std::string & name, const DataTypes & argument_types, const Array & params)
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{
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const DataTypePtr & second_argument_type = argument_types[0];
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#define CREATE(TYPE) \
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if (typeid_cast<const DataType ## TYPE *>(second_argument_type.get())) \
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return std::make_shared<AggregateFunctionQuantile<FirstArg, TYPE, Data<FirstArg>, Name, returns_float, returns_many>>(argument_types[0], params);
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FOR_NUMERIC_TYPES(CREATE)
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#undef CREATE
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throw Exception("Illegal type " + second_argument_type->getName() + " of second argument for aggregate function " + name, ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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}
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template <template <typename> class Data, typename Name, bool returns_float, bool returns_many>
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AggregateFunctionPtr createAggregateFunctionQuantileTwoArgs(const std::string & name, const DataTypes & argument_types, const Array & params)
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{
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assertBinary(name, argument_types);
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const DataTypePtr & argument_type = argument_types[0];
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#define CREATE(TYPE) \
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if (typeid_cast<const DataType ## TYPE *>(argument_type.get())) \
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return createAggregateFunctionQuantileTwoArgsForSecondArg<TYPE, Data, Name, returns_float, returns_many>(name, argument_types, params);
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FOR_NUMERIC_TYPES(CREATE)
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#undef CREATE
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if (typeid_cast<const DataTypeDate *>(argument_type.get()))
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return createAggregateFunctionQuantileTwoArgsForSecondArg<
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DataTypeDate::FieldType, Data, Name, false, returns_many>(name, argument_types, params);
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if (typeid_cast<const DataTypeDateTime *>(argument_type.get()))
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return createAggregateFunctionQuantileTwoArgsForSecondArg<
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DataTypeDateTime::FieldType, Data, Name, false, returns_many>(name, argument_types, params);
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throw Exception("Illegal type " + argument_type->getName() + " of first argument for aggregate function " + name, ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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}
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#undef FOR_NUMERIC_TYPES
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struct NameQuantile { static constexpr auto name = "quantile"; };
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struct NameQuantiles { static constexpr auto name = "quantiles"; };
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struct NameQuantileDeterministic { static constexpr auto name = "quantileDeterministic"; };
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struct NameQuantilesDeterministic { static constexpr auto name = "quantilesDeterministic"; };
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struct NameQuantileExact { static constexpr auto name = "quantileExact"; };
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struct NameQuantileExactWeighted { static constexpr auto name = "quantileExactWeighted"; };
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struct NameQuantilesExact { static constexpr auto name = "quantilesExact"; };
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struct NameQuantilesExactWeighted { static constexpr auto name = "quantilesExactWeighted"; };
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/*
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struct NameQuantileTiming { static constexpr auto name = "quantileTiming"; };
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struct NameQuantileTimingWeighted { static constexpr auto name = "quantileTimingWeighted"; };
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struct NameQuantilesTiming { static constexpr auto name = "quantilesTiming"; };
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struct NameQuantilesTimingWeighted { static constexpr auto name = "quantilesTimingWeighted"; };
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struct NameQuantileTDigest { static constexpr auto name = "quantileTDigest"; };
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struct NameQuantileTDigestWeighted { static constexpr auto name = "quantileTDigestWeighted"; };
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struct NameQuantilesTDigest { static constexpr auto name = "quantilesTDigest"; };
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struct NameQuantilesTDigestWeighted { static constexpr auto name = "quantilesTDigestWeighted"; };
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*/
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}
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void registerAggregateFunctionsQuantile(AggregateFunctionFactory & factory)
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{
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factory.registerFunction("quantile", createAggregateFunctionQuantile<QuantileReservoirSampler, NameQuantile, true, false>);
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factory.registerFunction("quantiles", createAggregateFunctionQuantile<QuantileReservoirSampler, NameQuantiles, true, true>);
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factory.registerFunction("quantileDeterministic",
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createAggregateFunctionQuantileTwoArgs<QuantileReservoirSamplerDeterministic, NameQuantileDeterministic, true, false>);
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factory.registerFunction("quantilesDeterministic",
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createAggregateFunctionQuantileTwoArgs<QuantileReservoirSamplerDeterministic, NameQuantilesDeterministic, true, true>);
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factory.registerFunction("quantileExact", createAggregateFunctionQuantile<QuantileExact, NameQuantileExact, false, false>);
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factory.registerFunction("quantilesExact", createAggregateFunctionQuantile<QuantileExact, NameQuantilesExact, false, true>);
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factory.registerFunction("quantileExactWeighted", createAggregateFunctionQuantileTwoArgs<QuantileExactWeighted, NameQuantileExactWeighted, false, false>);
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factory.registerFunction("quantilesExactWeighted", createAggregateFunctionQuantileTwoArgs<QuantileExactWeighted, NameQuantilesExactWeighted, false, true>);
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/*
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factory.registerFunction("quantileTiming", createAggregateFunctionQuantile<QuantileTiming, NameQuantileTiming, false, false>);
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factory.registerFunction("quantilesTiming", createAggregateFunctionQuantile<QuantileTiming, NameQuantilesTiming, false, true>);
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factory.registerFunction("quantileTimingWeighted", createAggregateFunctionQuantileTwoArgs<QuantileTiming, NameQuantileTimingWeighted, false, false>);
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factory.registerFunction("quantilesTimingWeighted", createAggregateFunctionQuantileTwoArgs<QuantileTiming, NameQuantilesTimingWeighted, false, true>);
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factory.registerFunction("quantileTDigest", createAggregateFunctionQuantile<QuantileTDigest, NameQuantileTDigest, true, false>);
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factory.registerFunction("quantilesTDigest", createAggregateFunctionQuantile<QuantileTDigest, NameQuantilesTDigest, true, true>);
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factory.registerFunction("quantileTDigestWeighted", createAggregateFunctionQuantileTwoArgs<QuantileTDigest, NameQuantileTDigestWeighted, true, false>);
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factory.registerFunction("quantilesTDigestWeighted", createAggregateFunctionQuantileTwoArgs<QuantileTDigest, NameQuantilesTDigestWeighted, true, true>);
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*/
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/// TODO Aliases
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}
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}
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