ClickHouse/dbms/Functions/evalMLMethod.cpp
Ivan 97f2a2213e
Move all folders inside /dbms one level up (#9974)
* Move some code outside dbms/src folder
* Fix paths
2020-04-02 02:51:21 +03:00

96 lines
3.0 KiB
C++

#include <Functions/IFunctionImpl.h>
#include <Functions/FunctionFactory.h>
#include <Functions/FunctionHelpers.h>
#include <DataTypes/DataTypeAggregateFunction.h>
#include <DataTypes/DataTypesNumber.h>
#include <Columns/ColumnAggregateFunction.h>
#include <Common/typeid_cast.h>
#include <Columns/ColumnVector.h>
#include <Columns/ColumnsNumber.h>
#include <iostream>
#include <Common/PODArray.h>
#include <Columns/ColumnArray.h>
namespace DB
{
namespace ErrorCodes
{
extern const int BAD_ARGUMENTS;
extern const int ILLEGAL_COLUMN;
extern const int ILLEGAL_TYPE_OF_ARGUMENT;
}
/** finalizeAggregation(agg_state) - get the result from the aggregation state.
* Takes state of aggregate function. Returns result of aggregation (finalized state).
*/
class FunctionEvalMLMethod : public IFunction
{
public:
static constexpr auto name = "evalMLMethod";
static FunctionPtr create(const Context & context)
{
return std::make_shared<FunctionEvalMLMethod>(context);
}
explicit FunctionEvalMLMethod(const Context & context_) : context(context_)
{}
String getName() const override
{
return name;
}
bool isVariadic() const override
{
return true;
}
size_t getNumberOfArguments() const override
{
return 0;
}
DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
{
if (arguments.empty())
throw Exception("Function " + getName() + " requires at least one argument", ErrorCodes::BAD_ARGUMENTS);
const auto * type = checkAndGetDataType<DataTypeAggregateFunction>(arguments[0].get());
if (!type)
throw Exception("Argument for function " + getName() + " must have type AggregateFunction - state of aggregate function.",
ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
return type->getReturnTypeToPredict();
}
void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result, size_t /*input_rows_count*/) override
{
if (arguments.empty())
throw Exception("Function " + getName() + " requires at least one argument", ErrorCodes::BAD_ARGUMENTS);
const auto * model = block.getByPosition(arguments[0]).column.get();
if (const auto * column_with_states = typeid_cast<const ColumnConst *>(model))
model = column_with_states->getDataColumnPtr().get();
const auto * agg_function = typeid_cast<const ColumnAggregateFunction *>(model);
if (!agg_function)
throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName()
+ " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN);
block.getByPosition(result).column = agg_function->predictValues(block, arguments, context);
}
const Context & context;
};
void registerFunctionEvalMLMethod(FunctionFactory & factory)
{
factory.registerFunction<FunctionEvalMLMethod>();
}
}