ClickHouse/dbms/src/AggregateFunctions/AggregateFunctionQuantile.h

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#pragma once
#include <type_traits>
#include <IO/WriteHelpers.h>
#include <IO/ReadHelpers.h>
#include <DataTypes/DataTypesNumber.h>
#include <DataTypes/DataTypeArray.h>
#include <AggregateFunctions/IAggregateFunction.h>
#include <AggregateFunctions/QuantilesCommon.h>
#include <Columns/ColumnArray.h>
#include <Columns/ColumnsNumber.h>
namespace DB
{
template <
typename Value,
typename SecondArg,
typename Data,
typename Name,
bool returns_float,
bool returns_many
>
class AggregateFunctionQuantile final : public IAggregateFunctionDataHelper<Data,
AggregateFunctionQuantile<Value, SecondArg, Data, Name, returns_float, returns_many>>
{
private:
bool have_second_arg = !std::is_same_v<SecondArg, void>;
Float64 level = 0.5;
QuantileLevels levels;
DataTypePtr argument_type;
public:
AggregateFunctionQuantile(const DataTypePtr & argument_type, double level)
: level(level), argument_type(argument_type) {}
AggregateFunctionQuantile(const DataTypePtr & argument_type, const Array & params)
: levels(params), argument_type(argument_type) {}
String getName() const override { return Name::name; }
DataTypePtr getReturnType() const override
{
DataTypePtr res;
if constexpr (returns_float)
res = std::make_shared<DataTypeFloat32>();
else
res = argument_type;
if constexpr (returns_many)
return std::make_shared<DataTypeArray>(res);
else
return res;
}
void add(AggregateDataPtr place, const IColumn ** columns, size_t row_num, Arena *) const override
{
if constexpr (have_second_arg)
this->data(place).insert(
static_cast<const ColumnVector<Value> &>(*columns[0]).getData()[row_num],
static_cast<const ColumnVector<SecondArg> &>(*columns[1]).getData()[row_num]);
else if constexpr (have_determinator)
else
this->data(place).insert(
static_cast<const ColumnVector<Value> &>(*columns[0]).getData()[row_num]);
}
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void merge(AggregateDataPtr place, ConstAggregateDataPtr rhs, Arena *) const override
{
this->data(place).merge(this->data(rhs));
}
void serialize(ConstAggregateDataPtr place, WriteBuffer & buf) const override
{
this->data(place).serialize(buf);
}
void deserialize(AggregateDataPtr place, ReadBuffer & buf, Arena *) const override
{
this->data(place).deserialize(buf);
}
void insertResultInto(ConstAggregateDataPtr place, IColumn & to) const override
{
if constexpr (returns_many)
{
ColumnArray & arr_to = static_cast<ColumnArray &>(to);
ColumnArray::Offsets & offsets_to = arr_to.getOffsets();
size_t size = levels.size();
offsets_to.push_back((offsets_to.size() == 0 ? 0 : offsets_to.back()) + size);
if (!size)
return;
if constexpr (returns_float)
{
typename ColumnFloat32::Container & data_to = static_cast<ColumnFloat32 &>(arr_to.getData()).getData();
size_t old_size = data_to.size();
data_to.resize(data_to.size() + size);
this->data(place).getManyFloat(&levels.levels[0], &levels.permutation[0], size, &data_to[old_size]);
}
else
{
typename ColumnVector<Value>::Container & data_to = static_cast<ColumnVector<Value> &>(arr_to.getData()).getData();
size_t old_size = data_to.size();
data_to.resize(data_to.size() + size);
this->data(place).getMany(&levels.levels[0], &levels.permutation[0], size, &data_to[old_size]);
}
}
else
{
if constexpr (returns_float)
static_cast<ColumnFloat32 &>(to).getData().push_back(this->data(place).getFloat(level));
else
static_cast<ColumnVector<Value> &>(to).getData().push_back(this->data(place).get(level));
}
}
const char * getHeaderFilePath() const override { return __FILE__; }
};
}