#pragma once #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int ZERO_ARRAY_OR_TUPLE_INDEX; extern const int SIZES_OF_ARRAYS_DOESNT_MATCH; extern const int PARAMETERS_TO_AGGREGATE_FUNCTIONS_MUST_BE_LITERALS; } /** Функции по работе с массивами: * * array(с1, с2, ...) - создать массив из констант. * arrayElement(arr, i) - получить элемент массива по индексу. * Индекс начинается с 1. Также индекс может быть отрицательным - тогда он считается с конца массива. * has(arr, x) - есть ли в массиве элемент x. * indexOf(arr, x) - возвращает индекс элемента x (начиная с 1), если он есть в массиве, или 0, если его нет. * arrayEnumerate(arr) - возаращает массив [1,2,3,..., length(arr)] * * arrayUniq(arr) - считает количество разных элементов в массиве, * arrayUniq(arr1, arr2, ...) - считает количество разных кортежей из элементов на соответствующих позициях в нескольких массивах. * * arrayEnumerateUniq(arr) * - возаращает массив, параллельный данному, где для каждого элемента указано, * какой он по счету среди элементов с таким значением. * Например: arrayEnumerateUniq([10, 20, 10, 30]) = [1, 1, 2, 1] * arrayEnumerateUniq(arr1, arr2...) * - для кортежей из элементов на соответствующих позициях в нескольких массивах. * * emptyArrayToSingle(arr) - заменить пустые массивы на массивы из одного элемента со значением "по-умолчанию". * * arrayReduce('agg', arr1, ...) - применить агрегатную функцию agg к массивам arr1... */ class FunctionArray : public IFunction { public: static constexpr auto name = "array"; static FunctionPtr create(const Context & context) { return std::make_shared(context); } FunctionArray(const Context & context) : context(context) {} private: const Context & context; /// Получить имя функции. String getName() const override { return is_case_mode ? "CASE" : name; } template bool tryAddField(DataTypePtr type_res, const Field & f, Array & arr) const { if (typeid_cast(type_res.get())) { arr.push_back(apply_visitor(FieldVisitorConvertToNumber(), f)); return true; } return false; } bool addField(DataTypePtr type_res, const Field & f, Array & arr) const { /// Иначе необходимо if ( tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) || tryAddField(type_res, f, arr) ) return true; else { if (is_case_mode) throw Exception{"Illegal type encountered while processing the CASE construction.", ErrorCodes::LOGICAL_ERROR}; else throw Exception{"Illegal result type " + type_res->getName() + " of function " + getName(), ErrorCodes::LOGICAL_ERROR}; } } static const DataTypePtr & getScalarType(const DataTypePtr & type) { const auto array = typeid_cast(type.get()); if (!array) return type; return getScalarType(array->getNestedType()); } DataTypeTraits::EnrichedDataTypePtr getLeastCommonType(const DataTypes & arguments) const { DataTypeTraits::EnrichedDataTypePtr result_type; try { result_type = Conditional::getArrayType(arguments); } catch (const Conditional::CondException & ex) { /// Translate a context-free error into a contextual error. if (is_case_mode) { if (ex.getCode() == Conditional::CondErrorCodes::TYPE_DEDUCER_ILLEGAL_COLUMN_TYPE) throw Exception{"Illegal type of column " + ex.getMsg1() + " in CASE construction", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT}; else if (ex.getCode() == Conditional::CondErrorCodes::TYPE_DEDUCER_UPSCALING_ERROR) throw Exception{"THEN/ELSE clause parameters in CASE construction are not upscalable to a " "common type without loss of precision: " + ex.getMsg1(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT}; else throw Exception{"An unexpected error has occurred in CASE expression", ErrorCodes::LOGICAL_ERROR}; } else { if (ex.getCode() == Conditional::CondErrorCodes::TYPE_DEDUCER_ILLEGAL_COLUMN_TYPE) throw Exception{"Illegal type of column " + ex.getMsg1() + " in array", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT}; else if (ex.getCode() == Conditional::CondErrorCodes::TYPE_DEDUCER_UPSCALING_ERROR) throw Exception("Arguments of function " + getName() + " are not upscalable " "to a common type without loss of precision.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); else throw Exception{"An unexpected error has occurred in function " + getName(), ErrorCodes::LOGICAL_ERROR}; } } return result_type; } public: void setCaseMode() { is_case_mode = true; } /// Получить тип результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.empty()) { if (is_case_mode) throw Exception{"Either WHEN clauses or THEN clauses are missing " "in the CASE construction.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH}; else throw Exception{"Function array requires at least one argument.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH}; } DataTypePtr result_type = arguments[0]; if (result_type->behavesAsNumber()) { /// Если тип числовой, пробуем выделить наименьший общий тип auto enriched_result_type = getLeastCommonType(arguments); return std::make_shared(enriched_result_type); } else { /// Иначе все аргументы должны быть одинаковыми for (size_t i = 1, size = arguments.size(); i < size; ++i) { if (arguments[i]->getName() != arguments[0]->getName()) { if (is_case_mode) throw Exception{"Found type discrepancy in either WHEN " "clauses or THEN clauses of the CASE construction", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT}; else throw Exception{"Arguments for function array must have same type or behave as number.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT}; } } return std::make_shared(result_type); } } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { size_t num_elements = arguments.size(); bool is_const = true; for (const auto arg_num : arguments) { if (!block.getByPosition(arg_num).column->isConst()) { is_const = false; break; } } const auto first_arg = block.getByPosition(arguments[0]); DataTypePtr result_type = first_arg.type; DataTypeTraits::EnrichedDataTypePtr enriched_result_type; if (result_type->behavesAsNumber()) { /// If type is numeric, calculate least common type. DataTypes types; types.reserve(num_elements); for (const auto & argument : arguments) types.push_back(block.getByPosition(argument).type); enriched_result_type = getLeastCommonType(types); result_type = enriched_result_type.first; } if (is_const) { Array arr; for (const auto arg_num : arguments) if (block.getByPosition(arg_num).type->getName() == result_type->getName()) /// Если элемент такого же типа как результат, просто добавляем его в ответ arr.push_back((*block.getByPosition(arg_num).column)[0]); else /// Иначе необходимо привести его к типу результата addField(result_type, (*block.getByPosition(arg_num).column)[0], arr); block.getByPosition(result).column = std::make_shared( first_arg.column->size(), arr, std::make_shared(result_type)); } else { size_t block_size = block.rowsInFirstColumn(); /** If part of columns have not same type as common type of all elements of array, * then convert them to common type. * If part of columns are constants, * then convert them to full columns. */ Columns columns_holder(num_elements); const IColumn * columns[num_elements]; for (size_t i = 0; i < num_elements; ++i) { const auto & arg = block.getByPosition(arguments[i]); String result_type_name = result_type->getName(); ColumnPtr preprocessed_column = arg.column; if (arg.type->getName() != result_type_name) { Block temporary_block { { arg.column, arg.type, arg.name }, { std::make_shared(block_size, result_type_name), std::make_shared(), "" }, { nullptr, result_type, "" } }; FunctionCast(context).execute(temporary_block, {0, 1}, 2); preprocessed_column = temporary_block.unsafeGetByPosition(2).column; } if (auto materialized_column = preprocessed_column->convertToFullColumnIfConst()) preprocessed_column = materialized_column; columns_holder[i] = std::move(preprocessed_column); columns[i] = columns_holder[i].get(); } /** Create and fill the result array. */ auto out = std::make_shared(result_type->createColumn()); IColumn & out_data = out->getData(); IColumn::Offsets_t & out_offsets = out->getOffsets(); out_data.reserve(block_size * num_elements); out_offsets.resize(block_size); IColumn::Offset_t current_offset = 0; for (size_t i = 0; i < block_size; ++i) { for (size_t j = 0; j < num_elements; ++j) out_data.insertFrom(*columns[j], i); current_offset += num_elements; out_offsets[i] = current_offset; } block.getByPosition(result).column = out; } } private: bool is_case_mode = false; }; template struct ArrayElementNumImpl { /** Implementation for constant index. * If negative = false - index is from beginning of array, started from 1. * If negative = true - index is from end of array, started from -1. */ template static void vectorConst( const PaddedPODArray & data, const ColumnArray::Offsets_t & offsets, const ColumnArray::Offset_t index, PaddedPODArray & result) { size_t size = offsets.size(); result.resize(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; if (index < array_size) result[i] = !negative ? data[current_offset + index] : data[offsets[i] - index - 1]; else result[i] = T(); current_offset = offsets[i]; } } /** Implementation for non-constant index. */ template static void vector( const PaddedPODArray & data, const ColumnArray::Offsets_t & offsets, const PaddedPODArray & indices, PaddedPODArray & result) { size_t size = offsets.size(); result.resize(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; TIndex index = indices[i]; if (index > 0 && static_cast(index) <= array_size) result[i] = data[current_offset + index - 1]; else if (index < 0 && static_cast(-index) <= array_size) result[i] = data[offsets[i] + index]; else result[i] = T(); current_offset = offsets[i]; } } }; struct ArrayElementStringImpl { /** Implementation for constant index. * If negative = false - index is from beginning of array, started from 1. * If negative = true - index is from end of array, started from -1. */ template static void vectorConst( const ColumnString::Chars_t & data, const ColumnArray::Offsets_t & offsets, const ColumnString::Offsets_t & string_offsets, const ColumnArray::Offset_t index, ColumnString::Chars_t & result_data, ColumnArray::Offsets_t & result_offsets) { size_t size = offsets.size(); result_offsets.resize(size); result_data.reserve(data.size()); ColumnArray::Offset_t current_offset = 0; ColumnArray::Offset_t current_result_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; if (index < array_size) { size_t adjusted_index = !negative ? index : (array_size - index - 1); ColumnArray::Offset_t string_pos = current_offset == 0 && adjusted_index == 0 ? 0 : string_offsets[current_offset + adjusted_index - 1]; ColumnArray::Offset_t string_size = string_offsets[current_offset + adjusted_index] - string_pos; result_data.resize(current_result_offset + string_size); memcpySmallAllowReadWriteOverflow15(&result_data[current_result_offset], &data[string_pos], string_size); current_result_offset += string_size; result_offsets[i] = current_result_offset; } else { /// Вставим пустую строку. result_data.resize(current_result_offset + 1); result_data[current_result_offset] = 0; current_result_offset += 1; result_offsets[i] = current_result_offset; } current_offset = offsets[i]; } } /** Implementation for non-constant index. */ template static void vector( const ColumnString::Chars_t & data, const ColumnArray::Offsets_t & offsets, const ColumnString::Offsets_t & string_offsets, const PaddedPODArray & indices, ColumnString::Chars_t & result_data, ColumnArray::Offsets_t & result_offsets) { size_t size = offsets.size(); result_offsets.resize(size); result_data.reserve(data.size()); ColumnArray::Offset_t current_offset = 0; ColumnArray::Offset_t current_result_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; size_t adjusted_index; /// index in array from zero TIndex index = indices[i]; if (index > 0 && static_cast(index) <= array_size) adjusted_index = index - 1; else if (index < 0 && static_cast(-index) <= array_size) adjusted_index = array_size + index; else adjusted_index = array_size; /// means no element should be taken if (adjusted_index < array_size) { ColumnArray::Offset_t string_pos = current_offset == 0 && adjusted_index == 0 ? 0 : string_offsets[current_offset + adjusted_index - 1]; ColumnArray::Offset_t string_size = string_offsets[current_offset + adjusted_index] - string_pos; result_data.resize(current_result_offset + string_size); memcpySmallAllowReadWriteOverflow15(&result_data[current_result_offset], &data[string_pos], string_size); current_result_offset += string_size; result_offsets[i] = current_result_offset; } else { /// Insert empty string result_data.resize(current_result_offset + 1); result_data[current_result_offset] = 0; current_result_offset += 1; result_offsets[i] = current_result_offset; } current_offset = offsets[i]; } } }; /// Generic implementation for other nested types. struct ArrayElementGenericImpl { /** Implementation for constant index. * If negative = false - index is from beginning of array, started from 1. * If negative = true - index is from end of array, started from -1. */ template static void vectorConst( const IColumn & data, const ColumnArray::Offsets_t & offsets, const ColumnArray::Offset_t index, IColumn & result) { size_t size = offsets.size(); result.reserve(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; if (index < array_size) result.insertFrom(data, !negative ? current_offset + index : offsets[i] - index - 1); else result.insertDefault(); current_offset = offsets[i]; } } /** Implementation for non-constant index. */ template static void vector( const IColumn & data, const ColumnArray::Offsets_t & offsets, const PaddedPODArray & indices, IColumn & result) { size_t size = offsets.size(); result.reserve(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; TIndex index = indices[i]; if (index > 0 && static_cast(index) <= array_size) result.insertFrom(data, current_offset + index - 1); else if (index < 0 && static_cast(-index) <= array_size) result.insertFrom(data, offsets[i] + index); else result.insertDefault(); current_offset = offsets[i]; } } }; class FunctionArrayElement : public IFunction { public: static constexpr auto name = "arrayElement"; static FunctionPtr create(const Context & context) { return std::make_shared(); } private: template bool executeNumberConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const ColumnVector * col_nested = typeid_cast *>(&col_array->getData()); if (!col_nested) return false; auto col_res = std::make_shared>(); block.getByPosition(result).column = col_res; if (index.getType() == Field::Types::UInt64) ArrayElementNumImpl::template vectorConst( col_nested->getData(), col_array->getOffsets(), safeGet(index) - 1, col_res->getData()); else if (index.getType() == Field::Types::Int64) ArrayElementNumImpl::template vectorConst( col_nested->getData(), col_array->getOffsets(), -safeGet(index) - 1, col_res->getData()); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); return true; } template bool executeNumber(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const ColumnVector * col_nested = typeid_cast *>(&col_array->getData()); if (!col_nested) return false; auto col_res = std::make_shared>(); block.getByPosition(result).column = col_res; ArrayElementNumImpl::template vector( col_nested->getData(), col_array->getOffsets(), indices, col_res->getData()); return true; } bool executeStringConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const ColumnString * col_nested = typeid_cast(&col_array->getData()); if (!col_nested) return false; std::shared_ptr col_res = std::make_shared(); block.getByPosition(result).column = col_res; if (index.getType() == Field::Types::UInt64) ArrayElementStringImpl::vectorConst( col_nested->getChars(), col_array->getOffsets(), col_nested->getOffsets(), safeGet(index) - 1, col_res->getChars(), col_res->getOffsets()); else if (index.getType() == Field::Types::Int64) ArrayElementStringImpl::vectorConst( col_nested->getChars(), col_array->getOffsets(), col_nested->getOffsets(), -safeGet(index) - 1, col_res->getChars(), col_res->getOffsets()); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); return true; } template bool executeString(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const ColumnString * col_nested = typeid_cast(&col_array->getData()); if (!col_nested) return false; std::shared_ptr col_res = std::make_shared(); block.getByPosition(result).column = col_res; ArrayElementStringImpl::vector( col_nested->getChars(), col_array->getOffsets(), col_nested->getOffsets(), indices, col_res->getChars(), col_res->getOffsets()); return true; } bool executeGenericConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const auto & col_nested = col_array->getData(); auto col_res = col_nested.cloneEmpty(); block.getByPosition(result).column = col_res; if (index.getType() == Field::Types::UInt64) ArrayElementGenericImpl::vectorConst( col_nested, col_array->getOffsets(), safeGet(index) - 1, *col_res); else if (index.getType() == Field::Types::Int64) ArrayElementGenericImpl::vectorConst( col_nested, col_array->getOffsets(), -safeGet(index) - 1, *col_res); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); return true; } template bool executeGeneric(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const auto & col_nested = col_array->getData(); auto col_res = col_nested.cloneEmpty(); block.getByPosition(result).column = col_res; ArrayElementGenericImpl::vector( col_nested, col_array->getOffsets(), indices, *col_res); return true; } bool executeConstConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index) { const ColumnConstArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const DB::Array & array = col_array->getData(); size_t array_size = array.size(); size_t real_index = 0; if (index.getType() == Field::Types::UInt64) real_index = safeGet(index) - 1; else if (index.getType() == Field::Types::Int64) real_index = array_size + safeGet(index); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); Field value = col_array->getData().at(real_index); block.getByPosition(result).column = block.getByPosition(result).type->createConstColumn( block.rowsInFirstColumn(), value); return true; } template bool executeConst(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices) { const ColumnConstArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const DB::Array & array = col_array->getData(); size_t array_size = array.size(); block.getByPosition(result).column = block.getByPosition(result).type->createColumn(); for (size_t i = 0; i < col_array->size(); ++i) { IndexType index = indices[i]; if (index > 0 && static_cast(index) <= array_size) block.getByPosition(result).column->insert(array[index - 1]); else if (index < 0 && static_cast(-index) <= array_size) block.getByPosition(result).column->insert(array[array_size + index]); else block.getByPosition(result).column->insertDefault(); } return true; } template bool executeArgument(Block & block, const ColumnNumbers & arguments, size_t result) { auto index = typeid_cast *>(block.getByPosition(arguments[1]).column.get()); if (!index) return false; const auto & index_data = index->getData(); if (!( executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeNumber (block, arguments, result, index_data) || executeConst (block, arguments, result, index_data) || executeString (block, arguments, result, index_data) || executeGeneric (block, arguments, result, index_data))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); return true; } /** Для массива кортежей функция вычисляется покомпонентно - для каждого элемента кортежа. */ bool executeTuple(Block & block, const ColumnNumbers & arguments, size_t result) { ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; ColumnTuple * col_nested = typeid_cast(&col_array->getData()); if (!col_nested) return false; Block & tuple_block = col_nested->getData(); size_t tuple_size = tuple_block.columns(); /** Будем вычислять функцию для кортежа внутренностей массива. * Для этого создадим временный блок. * Он будет состоять из следующих столбцов: * - индекс массива, который нужно взять; * - массив из первых элементов кортежей; * - результат взятия элементов по индексу для массива из первых элементов кортежей; * - массив из вторых элементов кортежей; * - результат взятия элементов по индексу для массива из вторых элементов кортежей; * ... */ Block block_of_temporary_results; block_of_temporary_results.insert(block.getByPosition(arguments[1])); /// результаты взятия элементов по индексу для массивов из каждых элементов кортежей; Block result_tuple_block; for (size_t i = 0; i < tuple_size; ++i) { ColumnWithTypeAndName array_of_tuple_section; array_of_tuple_section.column = std::make_shared( tuple_block.getByPosition(i).column, col_array->getOffsetsColumn()); array_of_tuple_section.type = std::make_shared( tuple_block.getByPosition(i).type); block_of_temporary_results.insert(array_of_tuple_section); ColumnWithTypeAndName array_elements_of_tuple_section; block_of_temporary_results.insert(array_elements_of_tuple_section); executeImpl(block_of_temporary_results, ColumnNumbers{i * 2 + 1, 0}, i * 2 + 2); result_tuple_block.insert(block_of_temporary_results.getByPosition(i * 2 + 2)); } auto col_res = std::make_shared(result_tuple_block); block.getByPosition(result).column = col_res; return true; } public: /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 2) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 2.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); const DataTypeArray * array_type = typeid_cast(arguments[0].get()); if (!array_type) throw Exception("First argument for function " + getName() + " must be array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); if (!arguments[1]->isNumeric() || (0 != arguments[1]->getName().compare(0, 4, "UInt") && 0 != arguments[1]->getName().compare(0, 3, "Int"))) throw Exception("Second argument for function " + getName() + " must have UInt or Int type.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); return array_type->getNestedType(); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (executeTuple(block, arguments, result)) { } else if (!block.getByPosition(arguments[1]).column->isConst()) { if (!( executeArgument (block, arguments, result) || executeArgument (block, arguments, result) || executeArgument (block, arguments, result) || executeArgument (block, arguments, result) || executeArgument (block, arguments, result) || executeArgument (block, arguments, result) || executeArgument (block, arguments, result) || executeArgument (block, arguments, result))) throw Exception("Second argument for function " + getName() + " must must have UInt or Int type.", ErrorCodes::ILLEGAL_COLUMN); } else { Field index = (*block.getByPosition(arguments[1]).column)[0]; if (index == UInt64(0)) throw Exception("Array indices is 1-based", ErrorCodes::ZERO_ARRAY_OR_TUPLE_INDEX); if (!( executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeNumberConst (block, arguments, result, index) || executeConstConst (block, arguments, result, index) || executeStringConst (block, arguments, result, index) || executeGenericConst (block, arguments, result, index))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } } }; /// For has. struct IndexToOne { using ResultType = UInt8; static bool apply(size_t j, ResultType & current) { current = 1; return false; } }; /// For indexOf. struct IndexIdentity { using ResultType = UInt64; /// Индекс возвращается начиная с единицы. static bool apply(size_t j, ResultType & current) { current = j + 1; return false; } }; /// For countEqual. struct IndexCount { using ResultType = UInt32; static bool apply(size_t j, ResultType & current) { ++current; return true; } }; template struct ArrayIndexNumImpl { #pragma GCC diagnostic push #pragma GCC diagnostic ignored "-Wsign-compare" /// compares `lhs` against `i`-th element of `rhs` static bool compare(const T & lhs, const PaddedPODArray & rhs, const std::size_t i ) { return lhs == rhs[i]; } /// compares `lhs against `rhs`, third argument unused static bool compare(const T & lhs, const U & rhs, std::size_t) { return lhs == rhs; } #pragma GCC diagnostic pop template static void vector( const PaddedPODArray & data, const ColumnArray::Offsets_t & offsets, const ScalarOrVector & value, PaddedPODArray & result) { size_t size = offsets.size(); result.resize(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; typename IndexConv::ResultType current = 0; for (size_t j = 0; j < array_size; ++j) if (compare(data[current_offset + j], value, i)) if (!IndexConv::apply(j, current)) break; result[i] = current; current_offset = offsets[i]; } } }; template struct ArrayIndexStringImpl { static void vector_const( const ColumnString::Chars_t & data, const ColumnArray::Offsets_t & offsets, const ColumnString::Offsets_t & string_offsets, const String & value, PaddedPODArray & result) { const auto size = offsets.size(); const auto value_size = value.size(); result.resize(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { const auto array_size = offsets[i] - current_offset; typename IndexConv::ResultType current = 0; for (size_t j = 0; j < array_size; ++j) { ColumnArray::Offset_t string_pos = current_offset == 0 && j == 0 ? 0 : string_offsets[current_offset + j - 1]; ColumnArray::Offset_t string_size = string_offsets[current_offset + j] - string_pos; if (string_size == value_size + 1 && 0 == memcmp(value.data(), &data[string_pos], value_size)) { if (!IndexConv::apply(j, current)) break; } } result[i] = current; current_offset = offsets[i]; } } static void vector_vector( const ColumnString::Chars_t & data, const ColumnArray::Offsets_t & offsets, const ColumnString::Offsets_t & string_offsets, const ColumnString::Chars_t & item_values, const ColumnString::Offsets_t & item_offsets, PaddedPODArray & result) { const auto size = offsets.size(); result.resize(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { const auto array_size = offsets[i] - current_offset; typename IndexConv::ResultType current = 0; const auto value_pos = 0 == i ? 0 : item_offsets[i - 1]; const auto value_size = item_offsets[i] - value_pos; for (size_t j = 0; j < array_size; ++j) { ColumnArray::Offset_t string_pos = current_offset == 0 && j == 0 ? 0 : string_offsets[current_offset + j - 1]; ColumnArray::Offset_t string_size = string_offsets[current_offset + j] - string_pos; if (string_size == value_size && 0 == memcmp(&item_values[value_pos], &data[string_pos], value_size)) { if (!IndexConv::apply(j, current)) break; } } result[i] = current; current_offset = offsets[i]; } } }; /** Catch-all implementation for arrays of arbitary type. */ template struct ArrayIndexGenericImpl { /** To compare with constant value, create non-constant column with single element, * and pass is_value_has_single_element_to_compare = true. */ static void vector( const IColumn & data, const ColumnArray::Offsets_t & offsets, const IColumn & value, PaddedPODArray & result) { size_t size = offsets.size(); result.resize(size); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < size; ++i) { size_t array_size = offsets[i] - current_offset; typename IndexConv::ResultType current = 0; for (size_t j = 0; j < array_size; ++j) if (0 == data.compareAt(current_offset + j, is_value_has_single_element_to_compare ? 0 : i, value, 1)) if (!IndexConv::apply(j, current)) break; result[i] = current; current_offset = offsets[i]; } } }; template class FunctionArrayIndex : public IFunction { public: static constexpr auto name = Name::name; static FunctionPtr create(const Context & context) { return std::make_shared(); } private: using ResultColumnType = ColumnVector; template bool executeNumber(Block & block, const ColumnNumbers & arguments, size_t result) { return executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result) || executeNumberNumber(block, arguments, result); } template bool executeNumberNumber(Block & block, const ColumnNumbers & arguments, size_t result) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const ColumnVector * col_nested = typeid_cast *>(&col_array->getData()); if (!col_nested) return false; const auto item_arg = block.getByPosition(arguments[1]).column.get(); if (const auto item_arg_const = typeid_cast *>(item_arg)) { const auto col_res = std::make_shared(); block.getByPosition(result).column = col_res; ArrayIndexNumImpl::vector(col_nested->getData(), col_array->getOffsets(), item_arg_const->getData(), col_res->getData()); } else if (const auto item_arg_vector = typeid_cast *>(item_arg)) { const auto col_res = std::make_shared(); block.getByPosition(result).column = col_res; ArrayIndexNumImpl::vector(col_nested->getData(), col_array->getOffsets(), item_arg_vector->getData(), col_res->getData()); } else return false; return true; } bool executeString(Block & block, const ColumnNumbers & arguments, size_t result) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const ColumnString * col_nested = typeid_cast(&col_array->getData()); if (!col_nested) return false; const auto item_arg = block.getByPosition(arguments[1]).column.get(); if (const auto item_arg_const = typeid_cast *>(item_arg)) { const auto col_res = std::make_shared(); block.getByPosition(result).column = col_res; ArrayIndexStringImpl::vector_const(col_nested->getChars(), col_array->getOffsets(), col_nested->getOffsets(), item_arg_const->getData(), col_res->getData()); } else if (const auto item_arg_vector = typeid_cast(item_arg)) { const auto col_res = std::make_shared(); block.getByPosition(result).column = col_res; ArrayIndexStringImpl::vector_vector(col_nested->getChars(), col_array->getOffsets(), col_nested->getOffsets(), item_arg_vector->getChars(), item_arg_vector->getOffsets(), col_res->getData()); } else return false; return true; } bool executeConst(Block & block, const ColumnNumbers & arguments, size_t result) { const ColumnConstArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const Array & arr = col_array->getData(); const auto item_arg = block.getByPosition(arguments[1]).column.get(); if (item_arg->isConst()) { typename IndexConv::ResultType current = 0; const auto & value = (*item_arg)[0]; for (size_t i = 0, size = arr.size(); i < size; ++i) { if (apply_visitor(FieldVisitorAccurateEquals(), arr[i], value)) { if (!IndexConv::apply(i, current)) break; } } block.getByPosition(result).column = block.getByPosition(result).type->createConstColumn( item_arg->size(), static_cast::Type>(current)); } else { const auto size = item_arg->size(); const auto col_res = std::make_shared(size); block.getByPosition(result).column = col_res; auto & data = col_res->getData(); for (size_t row = 0; row < size; ++row) { const auto & value = (*item_arg)[row]; data[row] = 0; for (size_t i = 0, size = arr.size(); i < size; ++i) if (apply_visitor(FieldVisitorAccurateEquals(), arr[i], value)) if (!IndexConv::apply(i, data[row])) break; } } return true; } bool executeGeneric(Block & block, const ColumnNumbers & arguments, size_t result) { const ColumnArray * col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!col_array) return false; const IColumn & col_nested = col_array->getData(); const IColumn & item_arg = *block.getByPosition(arguments[1]).column; const auto col_res = std::make_shared(); block.getByPosition(result).column = col_res; if (item_arg.isConst()) { ArrayIndexGenericImpl::vector(col_nested, col_array->getOffsets(), *item_arg.cut(0, 1)->convertToFullColumnIfConst(), col_res->getData()); } else { /// If item_arg is tuple and have constants. if (auto materialized_tuple = item_arg.convertToFullColumnIfConst()) { ArrayIndexGenericImpl::vector( col_nested, col_array->getOffsets(), *materialized_tuple, col_res->getData()); } else ArrayIndexGenericImpl::vector( col_nested, col_array->getOffsets(), item_arg, col_res->getData()); } return true; } public: /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 2) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 2.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); const DataTypeArray * array_type = typeid_cast(arguments[0].get()); if (!array_type) throw Exception("First argument for function " + getName() + " must be array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); if (!(array_type->getNestedType()->behavesAsNumber() && arguments[1]->behavesAsNumber()) && array_type->getNestedType()->getName() != arguments[1]->getName()) throw Exception("Type of array elements and second argument for function " + getName() + " must be same." " Passed: " + arguments[0]->getName() + " and " + arguments[1]->getName() + ".", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); return std::make_shared::Type>(); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (!(executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeNumber(block, arguments, result) || executeConst(block, arguments, result) || executeString(block, arguments, result) || executeGeneric(block, arguments, result))) throw Exception{ "Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN}; } }; class FunctionArrayEnumerate : public IFunction { public: static constexpr auto name = "arrayEnumerate"; static FunctionPtr create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 1) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 1.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); const DataTypeArray * array_type = typeid_cast(arguments[0].get()); if (!array_type) throw Exception("First argument for function " + getName() + " must be array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); return std::make_shared(std::make_shared()); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (const ColumnArray * array = typeid_cast(block.getByPosition(arguments[0]).column.get())) { const ColumnArray::Offsets_t & offsets = array->getOffsets(); auto res_nested = std::make_shared(); auto res_array = std::make_shared(res_nested, array->getOffsetsColumn()); block.getByPosition(result).column = res_array; ColumnUInt32::Container_t & res_values = res_nested->getData(); res_values.resize(array->getData().size()); size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { res_values[j] = j - prev_off + 1; } prev_off = off; } } else if (const ColumnConstArray * array = typeid_cast(block.getByPosition(arguments[0]).column.get())) { const Array & values = array->getData(); Array res_values(values.size()); for (size_t i = 0; i < values.size(); ++i) { res_values[i] = i + 1; } auto res_array = std::make_shared(array->size(), res_values, std::make_shared(std::make_shared())); block.getByPosition(result).column = res_array; } else { throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } } }; /// Считает количество разных элементов в массиве, или количество разных кортежей из элементов на соответствующих позициях в нескольких массивах. /// NOTE Реализация частично совпадает с arrayEnumerateUniq. class FunctionArrayUniq : public IFunction { public: static constexpr auto name = "arrayUniq"; static FunctionPtr create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() == 0) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be at least 1.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); for (size_t i = 0; i < arguments.size(); ++i) { const DataTypeArray * array_type = typeid_cast(arguments[i].get()); if (!array_type) throw Exception("All arguments for function " + getName() + " must be arrays; argument " + toString(i + 1) + " isn't.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); } return std::make_shared(); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (arguments.size() == 1 && executeConst(block, arguments, result)) return; Columns array_columns(arguments.size()); const ColumnArray::Offsets_t * offsets = nullptr; ConstColumnPlainPtrs data_columns(arguments.size()); for (size_t i = 0; i < arguments.size(); ++i) { ColumnPtr array_ptr = block.getByPosition(arguments[i]).column; const ColumnArray * array = typeid_cast(array_ptr.get()); if (!array) { const ColumnConstArray * const_array = typeid_cast( block.getByPosition(arguments[i]).column.get()); if (!const_array) throw Exception("Illegal column " + block.getByPosition(arguments[i]).column->getName() + " of " + toString(i + 1) + "-th argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); array_ptr = const_array->convertToFullColumn(); array = typeid_cast(array_ptr.get()); } array_columns[i] = array_ptr; const ColumnArray::Offsets_t & offsets_i = array->getOffsets(); if (!i) offsets = &offsets_i; else if (offsets_i != *offsets) throw Exception("Lengths of all arrays passsed to " + getName() + " must be equal.", ErrorCodes::SIZES_OF_ARRAYS_DOESNT_MATCH); data_columns[i] = &array->getData(); } const ColumnArray * first_array = typeid_cast(array_columns[0].get()); auto res = std::make_shared(); block.getByPosition(result).column = res; ColumnUInt32::Container_t & res_values = res->getData(); res_values.resize(offsets->size()); if (arguments.size() == 1) { if (!( executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeString (first_array, res_values))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } else { if (!execute128bit(*offsets, data_columns, res_values)) executeHashed(*offsets, data_columns, res_values); } } private: /// Изначально выделить кусок памяти для 512 элементов. static constexpr size_t INITIAL_SIZE_DEGREE = 9; template bool executeNumber(const ColumnArray * array, ColumnUInt32::Container_t & res_values) { const ColumnVector * nested = typeid_cast *>(&array->getData()); if (!nested) return false; const ColumnArray::Offsets_t & offsets = array->getOffsets(); const typename ColumnVector::Container_t & values = nested->getData(); typedef ClearableHashSet, HashTableGrower, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(T)> > Set; Set set; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { set.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) set.insert(values[j]); res_values[i] = set.size(); prev_off = off; } return true; } bool executeString(const ColumnArray * array, ColumnUInt32::Container_t & res_values) { const ColumnString * nested = typeid_cast(&array->getData()); if (!nested) return false; const ColumnArray::Offsets_t & offsets = array->getOffsets(); typedef ClearableHashSet, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(StringRef)> > Set; Set set; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { set.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) set.insert(nested->getDataAt(j)); res_values[i] = set.size(); prev_off = off; } return true; } bool executeConst(Block & block, const ColumnNumbers & arguments, size_t result) { const ColumnConstArray * array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!array) return false; const Array & values = array->getData(); std::set set; for (size_t i = 0; i < values.size(); ++i) set.insert(values[i]); block.getByPosition(result).column = std::make_shared(array->size(), set.size()); return true; } bool execute128bit( const ColumnArray::Offsets_t & offsets, const ConstColumnPlainPtrs & columns, ColumnUInt32::Container_t & res_values) { size_t count = columns.size(); size_t keys_bytes = 0; Sizes key_sizes(count); for (size_t j = 0; j < count; ++j) { if (!columns[j]->isFixed()) return false; key_sizes[j] = columns[j]->sizeOfField(); keys_bytes += key_sizes[j]; } if (keys_bytes > 16) return false; typedef ClearableHashSet, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(UInt128)> > Set; Set set; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { set.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) set.insert(packFixed(j, count, columns, key_sizes)); res_values[i] = set.size(); prev_off = off; } return true; } void executeHashed( const ColumnArray::Offsets_t & offsets, const ConstColumnPlainPtrs & columns, ColumnUInt32::Container_t & res_values) { size_t count = columns.size(); typedef ClearableHashSet, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(UInt128)> > Set; Set set; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { set.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) set.insert(hash128(j, count, columns)); res_values[i] = set.size(); prev_off = off; } } }; class FunctionArrayEnumerateUniq : public IFunction { public: static constexpr auto name = "arrayEnumerateUniq"; static FunctionPtr create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() == 0) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be at least 1.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); for (size_t i = 0; i < arguments.size(); ++i) { const DataTypeArray * array_type = typeid_cast(arguments[i].get()); if (!array_type) throw Exception("All arguments for function " + getName() + " must be arrays; argument " + toString(i + 1) + " isn't.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); } return std::make_shared(std::make_shared()); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (arguments.size() == 1 && executeConst(block, arguments, result)) return; Columns array_columns(arguments.size()); const ColumnArray::Offsets_t * offsets = nullptr; ConstColumnPlainPtrs data_columns(arguments.size()); for (size_t i = 0; i < arguments.size(); ++i) { ColumnPtr array_ptr = block.getByPosition(arguments[i]).column; const ColumnArray * array = typeid_cast(array_ptr.get()); if (!array) { const ColumnConstArray * const_array = typeid_cast( block.getByPosition(arguments[i]).column.get()); if (!const_array) throw Exception("Illegal column " + block.getByPosition(arguments[i]).column->getName() + " of " + toString(i + 1) + "-th argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); array_ptr = const_array->convertToFullColumn(); array = typeid_cast(array_ptr.get()); } array_columns[i] = array_ptr; const ColumnArray::Offsets_t & offsets_i = array->getOffsets(); if (!i) offsets = &offsets_i; else if (offsets_i != *offsets) throw Exception("Lengths of all arrays passsed to " + getName() + " must be equal.", ErrorCodes::SIZES_OF_ARRAYS_DOESNT_MATCH); data_columns[i] = &array->getData(); } const ColumnArray * first_array = typeid_cast(array_columns[0].get()); auto res_nested = std::make_shared(); auto res_array = std::make_shared(res_nested, first_array->getOffsetsColumn()); block.getByPosition(result).column = res_array; ColumnUInt32::Container_t & res_values = res_nested->getData(); if (!offsets->empty()) res_values.resize(offsets->back()); if (arguments.size() == 1) { if (!( executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeNumber (first_array, res_values) || executeString (first_array, res_values))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } else { if (!execute128bit(*offsets, data_columns, res_values)) executeHashed(*offsets, data_columns, res_values); } } private: /// Изначально выделить кусок памяти для 512 элементов. static constexpr size_t INITIAL_SIZE_DEGREE = 9; template bool executeNumber(const ColumnArray * array, ColumnUInt32::Container_t & res_values) { const ColumnVector * nested = typeid_cast *>(&array->getData()); if (!nested) return false; const ColumnArray::Offsets_t & offsets = array->getOffsets(); const typename ColumnVector::Container_t & values = nested->getData(); typedef ClearableHashMap, HashTableGrower, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(T)> > ValuesToIndices; ValuesToIndices indices; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { indices.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { res_values[j] = ++indices[values[j]]; } prev_off = off; } return true; } bool executeString(const ColumnArray * array, ColumnUInt32::Container_t & res_values) { const ColumnString * nested = typeid_cast(&array->getData()); if (!nested) return false; const ColumnArray::Offsets_t & offsets = array->getOffsets(); size_t prev_off = 0; typedef ClearableHashMap, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(StringRef)> > ValuesToIndices; ValuesToIndices indices; for (size_t i = 0; i < offsets.size(); ++i) { indices.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { res_values[j] = ++indices[nested->getDataAt(j)]; } prev_off = off; } return true; } bool executeConst(Block & block, const ColumnNumbers & arguments, size_t result) { const ColumnConstArray * array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!array) return false; const Array & values = array->getData(); Array res_values(values.size()); std::map indices; for (size_t i = 0; i < values.size(); ++i) { res_values[i] = static_cast(++indices[values[i]]); } auto res_array = std::make_shared(array->size(), res_values, std::make_shared(std::make_shared())); block.getByPosition(result).column = res_array; return true; } bool execute128bit( const ColumnArray::Offsets_t & offsets, const ConstColumnPlainPtrs & columns, ColumnUInt32::Container_t & res_values) { size_t count = columns.size(); size_t keys_bytes = 0; Sizes key_sizes(count); for (size_t j = 0; j < count; ++j) { if (!columns[j]->isFixed()) return false; key_sizes[j] = columns[j]->sizeOfField(); keys_bytes += key_sizes[j]; } if (keys_bytes > 16) return false; typedef ClearableHashMap, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(UInt128)> > ValuesToIndices; ValuesToIndices indices; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { indices.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { res_values[j] = ++indices[packFixed(j, count, columns, key_sizes)]; } prev_off = off; } return true; } void executeHashed( const ColumnArray::Offsets_t & offsets, const ConstColumnPlainPtrs & columns, ColumnUInt32::Container_t & res_values) { size_t count = columns.size(); typedef ClearableHashMap, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(UInt128)> > ValuesToIndices; ValuesToIndices indices; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { indices.clear(); size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { res_values[j] = ++indices[hash128(j, count, columns)]; } prev_off = off; } } }; template struct TypeToColumnType { using ColumnType = ColumnVector; }; template <> struct TypeToColumnType { using ColumnType = ColumnString; }; template struct DataTypeToName : TypeName { }; template <> struct DataTypeToName { static std::string get() { return "Date"; } }; template <> struct DataTypeToName { static std::string get() { return "DateTime"; } }; template struct FunctionEmptyArray : public IFunction { static constexpr auto base_name = "emptyArray"; static const String name; static FunctionPtr create(const Context & context) { return std::make_shared(); } private: String getName() const override { return name; } DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 0) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 0.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); return std::make_shared(std::make_shared()); } void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { using UnderlyingColumnType = typename TypeToColumnType::ColumnType; block.getByPosition(result).column = std::make_shared( std::make_shared(), std::make_shared(block.rowsInFirstColumn(), 0)); } }; template const String FunctionEmptyArray::name = FunctionEmptyArray::base_name + DataTypeToName::get(); class FunctionRange : public IFunction { public: static constexpr auto max_elements = 100000000; static constexpr auto name = "range"; static FunctionPtr create(const Context &) { return std::make_shared(); } private: String getName() const override { return name; } DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 1) throw Exception{ "Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 1.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH }; const auto arg = arguments.front().get(); if (!typeid_cast(arg) && !typeid_cast(arg) && !typeid_cast(arg) & !typeid_cast(arg)) { throw Exception{ "Illegal type " + arg->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT }; } return std::make_shared(arg->clone()); } template bool executeInternal(Block & block, const IColumn * const arg, const size_t result) { if (const auto in = typeid_cast *>(arg)) { const auto & in_data = in->getData(); const auto total_values = std::accumulate(std::begin(in_data), std::end(in_data), std::size_t{}, [this] (const std::size_t lhs, const std::size_t rhs) { const auto sum = lhs + rhs; if (sum < lhs) throw Exception{ "A call to function " + getName() + " overflows, investigate the values of arguments you are passing", ErrorCodes::ARGUMENT_OUT_OF_BOUND }; return sum; }); if (total_values > max_elements) throw Exception{ "A call to function " + getName() + " would produce " + std::to_string(total_values) + " array elements, which is greater than the allowed maximum of " + std::to_string(max_elements), ErrorCodes::ARGUMENT_OUT_OF_BOUND }; const auto data_col = std::make_shared>(total_values); const auto out = std::make_shared( data_col, std::make_shared(in->size())); block.getByPosition(result).column = out; auto & out_data = data_col->getData(); auto & out_offsets = out->getOffsets(); IColumn::Offset_t offset{}; for (const auto i : ext::range(0, in->size())) { std::copy(ext::make_range_iterator(T{}), ext::make_range_iterator(in_data[i]), &out_data[offset]); offset += in_data[i]; out_offsets[i] = offset; } return true; } else if (const auto in = typeid_cast *>(arg)) { const auto & in_data = in->getData(); if (in->size() > std::numeric_limits::max() / in_data) throw Exception{ "A call to function " + getName() + " overflows, investigate the values of arguments you are passing", ErrorCodes::ARGUMENT_OUT_OF_BOUND }; const std::size_t total_values = in->size() * in_data; if (total_values > max_elements) throw Exception{ "A call to function " + getName() + " would produce " + std::to_string(total_values) + " array elements, which is greater than the allowed maximum of " + std::to_string(max_elements), ErrorCodes::ARGUMENT_OUT_OF_BOUND }; const auto data_col = std::make_shared>(total_values); const auto out = std::make_shared( data_col, std::make_shared(in->size())); block.getByPosition(result).column = out; auto & out_data = data_col->getData(); auto & out_offsets = out->getOffsets(); IColumn::Offset_t offset{}; for (const auto i : ext::range(0, in->size())) { std::copy(ext::make_range_iterator(T{}), ext::make_range_iterator(in_data), &out_data[offset]); offset += in_data; out_offsets[i] = offset; } return true; } return false; } void executeImpl(Block & block, const ColumnNumbers & arguments, const size_t result) override { const auto col = block.getByPosition(arguments[0]).column.get(); if (!executeInternal(block, col, result) && !executeInternal(block, col, result) && !executeInternal(block, col, result) && !executeInternal(block, col, result)) { throw Exception{ "Illegal column " + col->getName() + " of argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN }; } } }; class FunctionEmptyArrayToSingle : public IFunction { public: static constexpr auto name = "emptyArrayToSingle"; static FunctionPtr create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 1) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 1.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); const DataTypeArray * array_type = typeid_cast(arguments[0].get()); if (!array_type) throw Exception("Argument for function " + getName() + " must be array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); return arguments[0]->clone(); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (executeConst(block, arguments, result)) return; const ColumnArray * array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!array) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); ColumnPtr res_ptr = array->cloneEmpty(); block.getByPosition(result).column = res_ptr; ColumnArray & res = static_cast(*res_ptr); const IColumn & src_data = array->getData(); const ColumnArray::Offsets_t & src_offsets = array->getOffsets(); IColumn & res_data = res.getData(); ColumnArray::Offsets_t & res_offsets = res.getOffsets(); if (!( executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeNumber (src_data, src_offsets, res_data, res_offsets) || executeString (src_data, src_offsets, res_data, res_offsets) || executeFixedString (src_data, src_offsets, res_data, res_offsets))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } private: bool executeConst(Block & block, const ColumnNumbers & arguments, size_t result) { if (const ColumnConstArray * const_array = typeid_cast(block.getByPosition(arguments[0]).column.get())) { if (const_array->getData().empty()) { auto nested_type = typeid_cast(*block.getByPosition(arguments[0]).type).getNestedType(); block.getByPosition(result).column = std::make_shared( block.rowsInFirstColumn(), Array{nested_type->getDefault()}, nested_type->clone()); } else block.getByPosition(result).column = block.getByPosition(arguments[0]).column; return true; } else return false; } template bool executeNumber( const IColumn & src_data, const ColumnArray::Offsets_t & src_offsets, IColumn & res_data_col, ColumnArray::Offsets_t & res_offsets) { if (const ColumnVector * src_data_concrete = typeid_cast *>(&src_data)) { const PaddedPODArray & src_data = src_data_concrete->getData(); PaddedPODArray & res_data = typeid_cast &>(res_data_col).getData(); size_t size = src_offsets.size(); res_offsets.resize(size); res_data.reserve(src_data.size()); ColumnArray::Offset_t src_prev_offset = 0; ColumnArray::Offset_t res_prev_offset = 0; for (size_t i = 0; i < size; ++i) { if (src_offsets[i] != src_prev_offset) { size_t size_to_write = src_offsets[i] - src_prev_offset; size_t prev_res_data_size = res_data.size(); res_data.resize(prev_res_data_size + size_to_write); memcpy(&res_data[prev_res_data_size], &src_data[src_prev_offset], size_to_write * sizeof(T)); res_prev_offset += size_to_write; res_offsets[i] = res_prev_offset; } else { res_data.push_back(T()); ++res_prev_offset; res_offsets[i] = res_prev_offset; } src_prev_offset = src_offsets[i]; } return true; } else return false; } bool executeFixedString( const IColumn & src_data, const ColumnArray::Offsets_t & src_offsets, IColumn & res_data_col, ColumnArray::Offsets_t & res_offsets) { if (const ColumnFixedString * src_data_concrete = typeid_cast(&src_data)) { const size_t n = src_data_concrete->getN(); const ColumnFixedString::Chars_t & src_data = src_data_concrete->getChars(); ColumnFixedString::Chars_t & res_data = typeid_cast(res_data_col).getChars(); size_t size = src_offsets.size(); res_offsets.resize(size); res_data.reserve(src_data.size()); ColumnArray::Offset_t src_prev_offset = 0; ColumnArray::Offset_t res_prev_offset = 0; for (size_t i = 0; i < size; ++i) { if (src_offsets[i] != src_prev_offset) { size_t size_to_write = src_offsets[i] - src_prev_offset; size_t prev_res_data_size = res_data.size(); res_data.resize(prev_res_data_size + size_to_write * n); memcpy(&res_data[prev_res_data_size], &src_data[src_prev_offset], size_to_write * n); res_prev_offset += size_to_write; res_offsets[i] = res_prev_offset; } else { size_t prev_res_data_size = res_data.size(); res_data.resize(prev_res_data_size + n); memset(&res_data[prev_res_data_size], 0, n); ++res_prev_offset; res_offsets[i] = res_prev_offset; } src_prev_offset = src_offsets[i]; } return true; } else return false; } bool executeString( const IColumn & src_data, const ColumnArray::Offsets_t & src_array_offsets, IColumn & res_data_col, ColumnArray::Offsets_t & res_array_offsets) { if (const ColumnString * src_data_concrete = typeid_cast(&src_data)) { const ColumnString::Offsets_t & src_string_offsets = src_data_concrete->getOffsets(); ColumnString::Offsets_t & res_string_offsets = typeid_cast(res_data_col).getOffsets(); const ColumnString::Chars_t & src_data = src_data_concrete->getChars(); ColumnString::Chars_t & res_data = typeid_cast(res_data_col).getChars(); size_t size = src_array_offsets.size(); res_array_offsets.resize(size); res_string_offsets.reserve(src_string_offsets.size()); res_data.reserve(src_data.size()); ColumnArray::Offset_t src_array_prev_offset = 0; ColumnArray::Offset_t res_array_prev_offset = 0; ColumnString::Offset_t src_string_prev_offset = 0; ColumnString::Offset_t res_string_prev_offset = 0; for (size_t i = 0; i < size; ++i) { if (src_array_offsets[i] != src_array_prev_offset) { size_t array_size = src_array_offsets[i] - src_array_prev_offset; size_t bytes_to_copy = 0; size_t from_string_prev_offset_local = src_string_prev_offset; for (size_t j = 0; j < array_size; ++j) { size_t string_size = src_string_offsets[src_array_prev_offset + j] - from_string_prev_offset_local; res_string_prev_offset += string_size; res_string_offsets.push_back(res_string_prev_offset); from_string_prev_offset_local += string_size; bytes_to_copy += string_size; } size_t res_data_old_size = res_data.size(); res_data.resize(res_data_old_size + bytes_to_copy); memcpy(&res_data[res_data_old_size], &src_data[src_string_prev_offset], bytes_to_copy); res_array_prev_offset += array_size; res_array_offsets[i] = res_array_prev_offset; } else { res_data.push_back(0); /// Пустая строка, включая ноль на конце. ++res_string_prev_offset; res_string_offsets.push_back(res_string_prev_offset); ++res_array_prev_offset; res_array_offsets[i] = res_array_prev_offset; } src_array_prev_offset = src_array_offsets[i]; if (src_array_prev_offset) src_string_prev_offset = src_string_offsets[src_array_prev_offset - 1]; } return true; } else return false; } }; class FunctionArrayReverse : public IFunction { public: static constexpr auto name = "reverse"; static FunctionPtr create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String getName() const override { return name; } /// Получить типы результата по типам аргументов. Если функция неприменима для данных аргументов - кинуть исключение. DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override { if (arguments.size() != 1) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 1.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); const DataTypeArray * array_type = typeid_cast(arguments[0].get()); if (!array_type) throw Exception("Argument for function " + getName() + " must be array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); return arguments[0]->clone(); } /// Выполнить функцию над блоком. void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { if (executeConst(block, arguments, result)) return; const ColumnArray * array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (!array) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); ColumnPtr res_ptr = array->cloneEmpty(); block.getByPosition(result).column = res_ptr; ColumnArray & res = static_cast(*res_ptr); const IColumn & src_data = array->getData(); const ColumnArray::Offsets_t & offsets = array->getOffsets(); IColumn & res_data = res.getData(); res.getOffsetsColumn() = array->getOffsetsColumn(); if (!( executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeNumber (src_data, offsets, res_data) || executeString (src_data, offsets, res_data) || executeFixedString (src_data, offsets, res_data))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } private: bool executeConst(Block & block, const ColumnNumbers & arguments, size_t result) { if (const ColumnConstArray * const_array = typeid_cast(block.getByPosition(arguments[0]).column.get())) { const Array & arr = const_array->getData(); size_t size = arr.size(); Array res(size); for (size_t i = 0; i < size; ++i) res[i] = arr[size - i - 1]; block.getByPosition(result).column = std::make_shared( block.rowsInFirstColumn(), res, block.getByPosition(arguments[0]).type->clone()); return true; } else return false; } template bool executeNumber( const IColumn & src_data, const ColumnArray::Offsets_t & src_offsets, IColumn & res_data_col) { if (const ColumnVector * src_data_concrete = typeid_cast *>(&src_data)) { const PaddedPODArray & src_data = src_data_concrete->getData(); PaddedPODArray & res_data = typeid_cast &>(res_data_col).getData(); size_t size = src_offsets.size(); res_data.resize(src_data.size()); ColumnArray::Offset_t src_prev_offset = 0; for (size_t i = 0; i < size; ++i) { const T * src = &src_data[src_prev_offset]; const T * src_end = &src_data[src_offsets[i]]; if (src == src_end) continue; T * dst = &res_data[src_offsets[i] - 1]; while (src < src_end) { *dst = *src; ++src; --dst; } src_prev_offset = src_offsets[i]; } return true; } else return false; } bool executeFixedString( const IColumn & src_data, const ColumnArray::Offsets_t & src_offsets, IColumn & res_data_col) { if (const ColumnFixedString * src_data_concrete = typeid_cast(&src_data)) { const size_t n = src_data_concrete->getN(); const ColumnFixedString::Chars_t & src_data = src_data_concrete->getChars(); ColumnFixedString::Chars_t & res_data = typeid_cast(res_data_col).getChars(); size_t size = src_offsets.size(); res_data.resize(src_data.size()); ColumnArray::Offset_t src_prev_offset = 0; for (size_t i = 0; i < size; ++i) { const UInt8 * src = &src_data[src_prev_offset * n]; const UInt8 * src_end = &src_data[src_offsets[i] * n]; if (src == src_end) continue; UInt8 * dst = &res_data[src_offsets[i] * n - n]; while (src < src_end) { memcpySmallAllowReadWriteOverflow15(dst, src, n); src += n; dst -= n; } src_prev_offset = src_offsets[i]; } return true; } else return false; } bool executeString( const IColumn & src_data, const ColumnArray::Offsets_t & src_array_offsets, IColumn & res_data_col) { if (const ColumnString * src_data_concrete = typeid_cast(&src_data)) { const ColumnString::Offsets_t & src_string_offsets = src_data_concrete->getOffsets(); ColumnString::Offsets_t & res_string_offsets = typeid_cast(res_data_col).getOffsets(); const ColumnString::Chars_t & src_data = src_data_concrete->getChars(); ColumnString::Chars_t & res_data = typeid_cast(res_data_col).getChars(); size_t size = src_array_offsets.size(); res_string_offsets.resize(src_string_offsets.size()); res_data.resize(src_data.size()); ColumnArray::Offset_t src_array_prev_offset = 0; ColumnString::Offset_t res_string_prev_offset = 0; for (size_t i = 0; i < size; ++i) { if (src_array_offsets[i] != src_array_prev_offset) { size_t array_size = src_array_offsets[i] - src_array_prev_offset; for (size_t j = 0; j < array_size; ++j) { size_t j_reversed = array_size - j - 1; auto src_pos = src_array_prev_offset + j_reversed == 0 ? 0 : src_string_offsets[src_array_prev_offset + j_reversed - 1]; size_t string_size = src_string_offsets[src_array_prev_offset + j_reversed] - src_pos; memcpySmallAllowReadWriteOverflow15(&res_data[res_string_prev_offset], &src_data[src_pos], string_size); res_string_prev_offset += string_size; res_string_offsets[src_array_prev_offset + j] = res_string_prev_offset; } } src_array_prev_offset = src_array_offsets[i]; } return true; } else return false; } }; /** Применяет к массиву агрегатную функцию и возвращает её результат. * Также может быть применена к нескольким массивам одинаковых размеров, если агрегатная функция принимает несколько аргументов. */ class FunctionArrayReduce : public IFunction { public: static constexpr auto name = "arrayReduce"; static FunctionPtr create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String getName() const override { return name; } void getReturnTypeAndPrerequisitesImpl( const ColumnsWithTypeAndName & arguments, DataTypePtr & out_return_type, std::vector & out_prerequisites) override { /// Первый аргумент - константная строка с именем агрегатной функции (возможно, с параметрами в скобках, например: "quantile(0.99)"). if (arguments.size() < 2) throw Exception("Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be at least 2.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH); const ColumnConstString * aggregate_function_name_column = typeid_cast(arguments[0].column.get()); if (!aggregate_function_name_column) throw Exception("First argument for function " + getName() + " must be constant string: name of aggregate function.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); DataTypes argument_types(arguments.size() - 1); for (size_t i = 1, size = arguments.size(); i < size; ++i) { const DataTypeArray * arg = typeid_cast(arguments[i].type.get()); if (!arg) throw Exception("Argument " + toString(i) + " for function " + getName() + " must be array.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT); argument_types[i - 1] = arg->getNestedType()->clone(); } if (!aggregate_function) { const String & aggregate_function_name_with_params = aggregate_function_name_column->getData(); if (aggregate_function_name_with_params.empty()) throw Exception("First argument for function " + getName() + " (name of aggregate function) cannot be empty.", ErrorCodes::BAD_ARGUMENTS); bool has_parameters = ')' == aggregate_function_name_with_params.back(); String aggregate_function_name = aggregate_function_name_with_params; String parameters; Array params_row; if (has_parameters) { size_t pos = aggregate_function_name_with_params.find('('); if (pos == std::string::npos || pos + 2 >= aggregate_function_name_with_params.size()) throw Exception("First argument for function " + getName() + " doesn't look like aggregate function name.", ErrorCodes::BAD_ARGUMENTS); aggregate_function_name = aggregate_function_name_with_params.substr(0, pos); parameters = aggregate_function_name_with_params.substr(pos + 1, aggregate_function_name_with_params.size() - pos - 2); if (aggregate_function_name.empty()) throw Exception("First argument for function " + getName() + " doesn't look like aggregate function name.", ErrorCodes::BAD_ARGUMENTS); ParserExpressionList params_parser(false); ASTPtr args_ast = parseQuery(params_parser, parameters.data(), parameters.data() + parameters.size(), "parameters of aggregate function"); ASTExpressionList & args_list = typeid_cast(*args_ast); if (args_list.children.empty()) throw Exception("Incorrect list of parameters to aggregate function " + aggregate_function_name, ErrorCodes::BAD_ARGUMENTS); params_row.reserve(args_list.children.size()); for (const auto & child : args_list.children) { const ASTLiteral * lit = typeid_cast(child.get()); if (!lit) throw Exception("Parameters to aggregate functions must be literals", ErrorCodes::PARAMETERS_TO_AGGREGATE_FUNCTIONS_MUST_BE_LITERALS); params_row.push_back(lit->value); } } aggregate_function = AggregateFunctionFactory().get(aggregate_function_name, argument_types); /// Потому что владение состояниями агрегатных функций никуда не отдаётся. if (aggregate_function->isState()) throw Exception("Using aggregate function with -State modifier in function arrayReduce is not supported", ErrorCodes::BAD_ARGUMENTS); if (has_parameters) aggregate_function->setParameters(params_row); aggregate_function->setArguments(argument_types); } out_return_type = aggregate_function->getReturnType(); } void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) override { IAggregateFunction & agg_func = *aggregate_function.get(); std::unique_ptr place_holder { new char[agg_func.sizeOfData()] }; AggregateDataPtr place = place_holder.get(); size_t rows = block.rowsInFirstColumn(); /// Агрегатные функции не поддерживают константные столбцы. Поэтому, материализуем их. std::vector materialized_columns; std::vector aggregate_arguments_vec(arguments.size() - 1); for (size_t i = 0, size = arguments.size() - 1; i < size; ++i) { const IColumn * col = block.unsafeGetByPosition(arguments[i + 1]).column.get(); if (const ColumnArray * arr = typeid_cast(col)) { aggregate_arguments_vec[i] = arr->getDataPtr().get(); } else if (const ColumnConstArray * arr = typeid_cast(col)) { materialized_columns.emplace_back(arr->convertToFullColumn()); aggregate_arguments_vec[i] = typeid_cast(*materialized_columns.back().get()).getDataPtr().get(); } else throw Exception("Illegal column " + col->getName() + " as argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } const IColumn ** aggregate_arguments = aggregate_arguments_vec.data(); const ColumnArray::Offsets_t & offsets = typeid_cast(!materialized_columns.empty() ? *materialized_columns.front().get() : *block.unsafeGetByPosition(arguments[1]).column.get()).getOffsets(); ColumnPtr result_holder = block.getByPosition(result).type->createColumn(); block.getByPosition(result).column = result_holder; IColumn & res_col = *result_holder.get(); ColumnArray::Offset_t current_offset = 0; for (size_t i = 0; i < rows; ++i) { agg_func.create(place); ColumnArray::Offset_t next_offset = offsets[i]; try { for (size_t j = current_offset; j < next_offset; ++j) agg_func.add(place, aggregate_arguments, j); agg_func.insertResultInto(place, res_col); } catch (...) { agg_func.destroy(place); throw; } agg_func.destroy(place); current_offset = next_offset; } } private: AggregateFunctionPtr aggregate_function; }; struct NameHas { static constexpr auto name = "has"; }; struct NameIndexOf { static constexpr auto name = "indexOf"; }; struct NameCountEqual { static constexpr auto name = "countEqual"; }; using FunctionHas = FunctionArrayIndex; using FunctionIndexOf = FunctionArrayIndex; using FunctionCountEqual = FunctionArrayIndex; using FunctionEmptyArrayUInt8 = FunctionEmptyArray; using FunctionEmptyArrayUInt16 = FunctionEmptyArray; using FunctionEmptyArrayUInt32 = FunctionEmptyArray; using FunctionEmptyArrayUInt64 = FunctionEmptyArray; using FunctionEmptyArrayInt8 = FunctionEmptyArray; using FunctionEmptyArrayInt16 = FunctionEmptyArray; using FunctionEmptyArrayInt32 = FunctionEmptyArray; using FunctionEmptyArrayInt64 = FunctionEmptyArray; using FunctionEmptyArrayFloat32 = FunctionEmptyArray; using FunctionEmptyArrayFloat64 = FunctionEmptyArray; using FunctionEmptyArrayDate = FunctionEmptyArray; using FunctionEmptyArrayDateTime = FunctionEmptyArray; using FunctionEmptyArrayString = FunctionEmptyArray; }