#include "config_core.h" #if USE_NLP #include #include #include #include #include #include #include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int ILLEGAL_COLUMN; extern const int ILLEGAL_TYPE_OF_ARGUMENT; extern const int SUPPORT_IS_DISABLED; } class FunctionSynonyms : public IFunction { public: static constexpr auto name = "synonyms"; static FunctionPtr create(ContextPtr context) { if (!context->getSettingsRef().allow_experimental_nlp_functions) throw Exception(ErrorCodes::SUPPORT_IS_DISABLED, "Natural language processing function '{}' is experimental. Set `allow_experimental_nlp_functions` setting to enable it", name); return std::make_shared(context->getSynonymsExtensions()); } private: SynonymsExtensions & extensions; public: explicit FunctionSynonyms(SynonymsExtensions & extensions_) : extensions(extensions_) {} String getName() const override { return name; } size_t getNumberOfArguments() const override { return 2; } bool isSuitableForShortCircuitArgumentsExecution(const DataTypesWithConstInfo & /*arguments*/) const override { return true; } DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (!isString(arguments[0])) throw Exception( "Illegal type " + arguments[0]->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); if (!isString(arguments[1])) throw Exception( "Illegal type " + arguments[1]->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); return std::make_shared(std::make_shared()); } bool useDefaultImplementationForConstants() const override { return true; } ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0}; } ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override { const auto & extcolumn = arguments[0].column; const auto & strcolumn = arguments[1].column; const ColumnConst * ext_col = checkAndGetColumn(extcolumn.get()); const ColumnString * word_col = checkAndGetColumn(strcolumn.get()); if (!ext_col) throw Exception( "Illegal column " + arguments[0].column->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); if (!word_col) throw Exception( "Illegal column " + arguments[1].column->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); String ext_name = ext_col->getValue(); auto extension = extensions.getExtension(ext_name); /// Create and fill the result array. const DataTypePtr & elem_type = static_cast(*result_type).getNestedType(); auto out = ColumnArray::create(elem_type->createColumn()); IColumn & out_data = out->getData(); IColumn::Offsets & out_offsets = out->getOffsets(); const ColumnString::Chars & data = word_col->getChars(); const ColumnString::Offsets & offsets = word_col->getOffsets(); out_data.reserve(input_rows_count); out_offsets.resize(input_rows_count); IColumn::Offset current_offset = 0; for (size_t i = 0; i < offsets.size(); ++i) { std::string_view word(reinterpret_cast(data.data() + offsets[i - 1]), offsets[i] - offsets[i - 1] - 1); const auto * synset = extension->getSynonyms(word); if (synset) { for (const auto & token : *synset) out_data.insert(Field(token.data(), token.size())); current_offset += synset->size(); } out_offsets[i] = current_offset; } return out; } }; REGISTER_FUNCTION(Synonyms) { factory.registerFunction(FunctionFactory::CaseInsensitive); } } #endif