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