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doris/be/src/vec/aggregate_functions/aggregate_function_covar.cpp

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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
#include "vec/aggregate_functions/aggregate_function_covar.h"
#include <fmt/format.h>
#include <string>
#include "common/logging.h"
#include "vec/aggregate_functions/aggregate_function_simple_factory.h"
#include "vec/aggregate_functions/helpers.h"
#include "vec/data_types/data_type.h"
#include "vec/data_types/data_type_nullable.h"
namespace doris::vectorized {
template <template <typename, bool> class AggregateFunctionTemplate,
template <typename> class NameData, template <typename, typename> class Data,
bool is_nullable = false>
AggregateFunctionPtr create_function_single_value(const String& name,
const DataTypes& argument_types,
const bool result_is_nullable,
bool custom_nullable) {
WhichDataType which(remove_nullable(argument_types[0]));
#define DISPATCH(TYPE) \
if (which.idx == TypeIndex::TYPE) \
return creator_without_type::create< \
AggregateFunctionTemplate<NameData<Data<TYPE, BaseData<TYPE>>>, is_nullable>>( \
custom_nullable ? remove_nullable(argument_types) : argument_types, \
result_is_nullable);
FOR_NUMERIC_TYPES(DISPATCH)
#undef DISPATCH
#define DISPATCH(TYPE) \
if (which.idx == TypeIndex::TYPE) \
return creator_without_type::create<AggregateFunctionTemplate< \
NameData<Data<TYPE, BaseDatadecimal<TYPE>>>, is_nullable>>( \
custom_nullable ? remove_nullable(argument_types) : argument_types, \
result_is_nullable);
FOR_DECIMAL_TYPES(DISPATCH)
#undef DISPATCH
LOG(WARNING) << fmt::format("create_function_single_value with unknowed type {}",
argument_types[0]->get_name());
return nullptr;
}
template <bool is_nullable>
AggregateFunctionPtr create_aggregate_function_covariance_samp(const std::string& name,
const DataTypes& argument_types,
const bool result_is_nullable) {
return create_function_single_value<AggregateFunctionSamp, CovarSampName, SampData,
is_nullable>(name, argument_types, result_is_nullable,
NULLABLE);
}
AggregateFunctionPtr create_aggregate_function_covariance_pop(const std::string& name,
const DataTypes& argument_types,
const bool result_is_nullable) {
return create_function_single_value<AggregateFunctionPop, CovarName, PopData>(
name, argument_types, result_is_nullable, NOTNULLABLE);
}
void register_aggregate_function_covar_pop(AggregateFunctionSimpleFactory& factory) {
factory.register_function_both("covar", create_aggregate_function_covariance_pop);
factory.register_alias("covar", "covar_pop");
}
void register_aggregate_function_covar_samp(AggregateFunctionSimpleFactory& factory) {
factory.register_function("covar_samp", create_aggregate_function_covariance_samp<NOTNULLABLE>);
factory.register_function("covar_samp", create_aggregate_function_covariance_samp<NULLABLE>,
NULLABLE);
}
} // namespace doris::vectorized