ClickHouse/src/AggregateFunctions/AggregateFunctionBoundingRatio.h
2021-02-01 20:12:12 +03:00

160 lines
3.9 KiB
C++

#pragma once
#include <DataTypes/DataTypesNumber.h>
#include <Columns/ColumnsNumber.h>
#include <Common/FieldVisitors.h>
#include <IO/ReadHelpers.h>
#include <IO/WriteHelpers.h>
#include <AggregateFunctions/Helpers.h>
#include <AggregateFunctions/IAggregateFunction.h>
#include <Common/assert_cast.h>
namespace DB
{
namespace ErrorCodes
{
extern const int BAD_ARGUMENTS;
}
/** Tracks the leftmost and rightmost (x, y) data points.
*/
struct AggregateFunctionBoundingRatioData
{
struct Point
{
Float64 x;
Float64 y;
};
bool empty = true;
Point left;
Point right;
void add(Float64 x, Float64 y)
{
Point point{x, y};
if (empty)
{
left = point;
right = point;
empty = false;
}
else if (point.x < left.x)
{
left = point;
}
else if (point.x > right.x)
{
right = point;
}
}
void merge(const AggregateFunctionBoundingRatioData & other)
{
if (empty)
{
*this = other;
}
else
{
if (other.left.x < left.x)
left = other.left;
if (other.right.x > right.x)
right = other.right;
}
}
void serialize(WriteBuffer & buf) const
{
writeBinary(empty, buf);
if (!empty)
{
writePODBinary(left, buf);
writePODBinary(right, buf);
}
}
void deserialize(ReadBuffer & buf)
{
readBinary(empty, buf);
if (!empty)
{
readPODBinary(left, buf);
readPODBinary(right, buf);
}
}
};
class AggregateFunctionBoundingRatio final : public IAggregateFunctionDataHelper<AggregateFunctionBoundingRatioData, AggregateFunctionBoundingRatio>
{
private:
/** Calculates the slope of a line between leftmost and rightmost data points.
* (y2 - y1) / (x2 - x1)
*/
Float64 NO_SANITIZE_UNDEFINED getBoundingRatio(const AggregateFunctionBoundingRatioData & data) const
{
if (data.empty)
return std::numeric_limits<Float64>::quiet_NaN();
return (data.right.y - data.left.y) / (data.right.x - data.left.x);
}
public:
String getName() const override
{
return "boundingRatio";
}
AggregateFunctionBoundingRatio(const DataTypes & arguments)
: IAggregateFunctionDataHelper<AggregateFunctionBoundingRatioData, AggregateFunctionBoundingRatio>(arguments, {})
{
const auto x_arg = arguments.at(0).get();
const auto y_arg = arguments.at(1).get();
if (!x_arg->isValueRepresentedByNumber() || !y_arg->isValueRepresentedByNumber())
throw Exception("Illegal types of arguments of aggregate function " + getName() + ", must have number representation.",
ErrorCodes::BAD_ARGUMENTS);
}
DataTypePtr getReturnType() const override
{
return std::make_shared<DataTypeFloat64>();
}
void add(AggregateDataPtr __restrict place, const IColumn ** columns, const size_t row_num, Arena *) const override
{
/// NOTE Slightly inefficient.
const auto x = columns[0]->getFloat64(row_num);
const auto y = columns[1]->getFloat64(row_num);
data(place).add(x, y);
}
void merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, Arena *) const override
{
data(place).merge(data(rhs));
}
void serialize(ConstAggregateDataPtr __restrict place, WriteBuffer & buf) const override
{
data(place).serialize(buf);
}
void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, Arena *) const override
{
data(place).deserialize(buf);
}
void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
{
assert_cast<ColumnFloat64 &>(to).getData().push_back(getBoundingRatio(data(place)));
}
};
}