ClickHouse/src/Functions/FunctionsStringSimilarity.h
2023-09-22 17:43:52 +00:00

152 lines
5.8 KiB
C++

#pragma once
#include <Columns/ColumnConst.h>
#include <Columns/ColumnString.h>
#include <Columns/ColumnVector.h>
#include <DataTypes/DataTypesNumber.h>
#include <Functions/FunctionHelpers.h>
#include <Functions/IFunction.h>
#include <Interpreters/Context_fwd.h>
namespace DB
{
/** Calculate similarity metrics:
*
* ngramDistance(haystack, needle) - calculate n-gram distance between haystack and needle.
* Returns float number from 0 to 1 - the closer to zero, the more strings are similar to each other.
* Also support CaseInsensitive and UTF8 formats.
* ngramDistanceCaseInsensitive(haystack, needle)
* ngramDistanceUTF8(haystack, needle)
* ngramDistanceCaseInsensitiveUTF8(haystack, needle)
*/
namespace ErrorCodes
{
extern const int ILLEGAL_TYPE_OF_ARGUMENT;
extern const int ILLEGAL_COLUMN;
extern const int TOO_LARGE_STRING_SIZE;
}
template <typename T>
concept has_max_string_size = requires { T::max_string_size; };
template <typename Impl, typename Name>
class FunctionsStringSimilarity : public IFunction
{
public:
static constexpr auto name = Name::name;
static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionsStringSimilarity>(); }
String getName() const override { return name; }
bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; }
size_t getNumberOfArguments() const override { return 2; }
DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
{
if (!isString(arguments[0]))
throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "Illegal type {} of argument of function {}",
arguments[0]->getName(), getName());
if (!isString(arguments[1]))
throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "Illegal type {} of argument of function {}",
arguments[1]->getName(), getName());
return std::make_shared<DataTypeNumber<typename Impl::ResultType>>();
}
ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t /*input_rows_count*/) const override
{
using ResultType = typename Impl::ResultType;
const ColumnPtr & column_haystack = arguments[0].column;
const ColumnPtr & column_needle = arguments[1].column;
const ColumnConst * col_haystack_const = typeid_cast<const ColumnConst *>(&*column_haystack);
const ColumnConst * col_needle_const = typeid_cast<const ColumnConst *>(&*column_needle);
if (col_haystack_const && col_needle_const)
{
ResultType res{};
const String & needle = col_needle_const->getValue<String>();
if constexpr (has_max_string_size<Impl>)
{
if (needle.size() > Impl::max_string_size)
{
throw Exception(
ErrorCodes::TOO_LARGE_STRING_SIZE,
"String size of needle is too big for function {}. "
"Should be at most {}",
getName(),
Impl::max_string_size);
}
}
Impl::constantConstant(col_haystack_const->getValue<String>(), needle, res);
return result_type->createColumnConst(col_haystack_const->size(), toField(res));
}
auto col_res = ColumnVector<ResultType>::create();
typename ColumnVector<ResultType>::Container & vec_res = col_res->getData();
vec_res.resize(column_haystack->size());
const ColumnString * col_haystack_vector = checkAndGetColumn<ColumnString>(&*column_haystack);
const ColumnString * col_needle_vector = checkAndGetColumn<ColumnString>(&*column_needle);
if (col_haystack_vector && col_needle_const)
{
const String & needle = col_needle_const->getValue<String>();
if constexpr (has_max_string_size<Impl>)
{
if (needle.size() > Impl::max_string_size)
{
throw Exception(
ErrorCodes::TOO_LARGE_STRING_SIZE,
"String size of needle is too big for function {}. "
"Should be at most {}",
getName(),
Impl::max_string_size);
}
}
Impl::vectorConstant(col_haystack_vector->getChars(), col_haystack_vector->getOffsets(), needle, vec_res);
}
else if (col_haystack_vector && col_needle_vector)
{
Impl::vectorVector(
col_haystack_vector->getChars(),
col_haystack_vector->getOffsets(),
col_needle_vector->getChars(),
col_needle_vector->getOffsets(),
vec_res);
}
else if (col_haystack_const && col_needle_vector)
{
const String & haystack = col_haystack_const->getValue<String>();
if constexpr (has_max_string_size<Impl>)
{
if (haystack.size() > Impl::max_string_size)
{
throw Exception(
ErrorCodes::TOO_LARGE_STRING_SIZE,
"String size of haystack is too big for function {}. "
"Should be at most {}",
getName(),
Impl::max_string_size);
}
}
Impl::constantVector(haystack, col_needle_vector->getChars(), col_needle_vector->getOffsets(), vec_res);
}
else
{
throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Illegal columns {} and {} of arguments of function {}",
arguments[0].column->getName(), arguments[1].column->getName(), getName());
}
return col_res;
}
};
}