#include #include namespace DB { void registerFunctionsArray(FunctionFactory & factory) { factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); factory.registerFunction(); } /// Implementation of FunctionArray. FunctionPtr FunctionArray::create(const Context & context) { return std::make_shared(context); } FunctionArray::FunctionArray(const Context & context) : context(context) { } String FunctionArray::getName() const { return is_case_mode ? "CASE" : name; } namespace { /// Is there at least one numeric argument among the specified ones? bool foundNumericType(const DataTypes & args) { for (size_t i = 0; i < args.size(); ++i) { if (args[i]->behavesAsNumber()) return true; else if (!args[i]->isNull()) return false; } return false; } /// Is there at least one numeric column among the columns of the specified block? bool foundNumericTypeInBlock(const Block & block) { for (size_t i = 0; i < block.columns(); ++i) { const auto & type = block.unsafeGetByPosition(i).type; if (type->behavesAsNumber()) return true; else if (!type->isNull()) return false; } return false; } /// Do the specified arguments have the same type up to nullity? bool hasArrayIdenticalTypes(const DataTypes & args) { std::string first_type_name; for (size_t i = 0; i < args.size(); ++i) { if (!args[i]->isNull()) { const IDataType * observed_type = DataTypeTraits::removeNullable(args[i]).get(); const std::string & name = observed_type->getName(); if (first_type_name.empty()) first_type_name = name; else if (name != first_type_name) return false; } } return true; } template bool tryAddField(DataTypePtr type_res, const Field & f, Array & arr) { if (typeid_cast(type_res.get())) { if (f.isNull()) arr.emplace_back(); else arr.push_back(apply_visitor(FieldVisitorConvertToNumber(), f)); return true; } return false; } } bool FunctionArray::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}; } } const DataTypePtr & FunctionArray::getScalarType(const DataTypePtr & type) { const auto array = typeid_cast(type.get()); if (!array) return type; return getScalarType(array->getNestedType()); } DataTypeTraits::EnrichedDataTypePtr FunctionArray::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; } void FunctionArray::setCaseMode() { is_case_mode = true; } DataTypePtr FunctionArray::getReturnTypeImpl(const DataTypes & arguments) const { 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}; } if (foundNumericType(arguments)) { /// Since we have found at least one numeric argument, we infer that all /// the arguments are numeric up to nullity. Let's determine the least /// common type. auto enriched_result_type = getLeastCommonType(arguments); return std::make_shared(enriched_result_type); } else { /// Otherwise all the arguments must have the same type. if (!hasArrayIdenticalTypes(arguments)) { 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(arguments[0]); } } void FunctionArray::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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 (foundNumericTypeInBlock(block)) { /// 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) { const DataTypePtr & observed_type = DataTypeTraits::removeNullable(result_type); Array arr; for (const auto arg_num : arguments) { const auto & elem = block.getByPosition(arg_num); if (DataTypeTraits::removeNullable(elem.type)->getName() == observed_type->getName()) { /// Если элемент такого же типа как результат, просто добавляем его в ответ arr.push_back((*elem.column)[0]); } else { /// Иначе необходимо привести его к типу результата addField(observed_type, (*elem.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 func_cast(context); { DataTypePtr unused_return_type; ColumnsWithTypeAndName arguments{ temporary_block.unsafeGetByPosition(0), temporary_block.unsafeGetByPosition(1) }; std::vector unused_prerequisites; /// Prepares function to execution. TODO It is not obvious. func_cast.getReturnTypeAndPrerequisites(arguments, unused_return_type, unused_prerequisites); } func_cast.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; } } /// Implementation of FunctionArrayElement. namespace ArrayImpl { class NullMapBuilder { public: operator bool() const { return (src_nullable_col != nullptr) || (src_array != nullptr); } bool operator!() const { return (src_nullable_col == nullptr) && (src_array == nullptr); } void initSource(const ColumnNullable & src_nullable_col_) { src_nullable_col = &src_nullable_col_; } void initSource(const Array & src_array_) { src_array = &src_array_; } void initSink(size_t s) { sink_null_map = std::make_shared(s); size = s; } void update(size_t from) { if (index >= size) throw Exception{"Internal errror", ErrorCodes::LOGICAL_ERROR}; bool is_null; if (src_nullable_col != nullptr) is_null = src_nullable_col->isNullAt(from); else is_null = (*src_array)[from].isNull(); auto & null_map_data = static_cast(*sink_null_map).getData(); null_map_data[index] = is_null ? 1 : 0; ++index; } void update() { if (index >= size) throw Exception{"Internal errror", ErrorCodes::LOGICAL_ERROR}; auto & null_map_data = static_cast(*sink_null_map).getData(); null_map_data[index] = 0; ++index; } ColumnPtr getNullMap() const { return sink_null_map; } private: const ColumnNullable * src_nullable_col = nullptr; const Array * src_array = nullptr; ColumnPtr sink_null_map; size_t size = 0; size_t index = 0; }; } namespace { 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, ArrayImpl::NullMapBuilder & builder) { 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) { size_t j = !negative ? (current_offset + index) : (offsets[i] - index - 1); result[i] = data[j]; if (builder) builder.update(j); } else { result[i] = T(); if (builder) builder.update(); } 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, ArrayImpl::NullMapBuilder & builder) { 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) { size_t j = current_offset + index - 1; result[i] = data[j]; if (builder) builder.update(j); } else if (index < 0 && static_cast(-index) <= array_size) { size_t j = offsets[i] + index; result[i] = data[j]; if (builder) builder.update(j); } else { result[i] = T(); if (builder) builder.update(); } 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, ArrayImpl::NullMapBuilder & builder) { 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); size_t j = (current_offset == 0 && adjusted_index == 0) ? 0 : current_offset + adjusted_index; if (builder) builder.update(j); 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; if (builder) builder.update(); } 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, ArrayImpl::NullMapBuilder & builder) { 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) { size_t j = (current_offset == 0 && adjusted_index == 0) ? 0 : current_offset + adjusted_index - 1; if (builder) builder.update(j); 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; if (builder) builder.update(); } 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, ArrayImpl::NullMapBuilder & builder) { 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) { size_t j = !negative ? current_offset + index : offsets[i] - index - 1; result.insertFrom(data, j); if (builder) builder.update(j); } else { result.insertDefault(); if (builder) builder.update(); } 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, ArrayImpl::NullMapBuilder & builder) { 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) { size_t j = current_offset + index - 1; result.insertFrom(data, j); if (builder) builder.update(j); } else if (index < 0 && static_cast(-index) <= array_size) { size_t j = offsets[i] + index; result.insertFrom(data, j); if (builder) builder.update(j); } else { result.insertDefault(); if (builder) builder.update(); } current_offset = offsets[i]; } } }; } FunctionPtr FunctionArrayElement::create(const Context & context) { return std::make_shared(); } template bool FunctionArrayElement::executeNumberConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index, ArrayImpl::NullMapBuilder & builder) { 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(), builder); else if (index.getType() == Field::Types::Int64) ArrayElementNumImpl::template vectorConst( col_nested->getData(), col_array->getOffsets(), -safeGet(index) - 1, col_res->getData(), builder); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); return true; } template bool FunctionArrayElement::executeNumber(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices, ArrayImpl::NullMapBuilder & builder) { 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(), builder); return true; } bool FunctionArrayElement::executeStringConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index, ArrayImpl::NullMapBuilder & builder) { 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(), builder); 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(), builder); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); return true; } template bool FunctionArrayElement::executeString(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices, ArrayImpl::NullMapBuilder & builder) { 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(), builder); return true; } bool FunctionArrayElement::executeGenericConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index, ArrayImpl::NullMapBuilder & builder) { 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, builder); else if (index.getType() == Field::Types::Int64) ArrayElementGenericImpl::vectorConst( col_nested, col_array->getOffsets(), -safeGet(index) - 1, *col_res, builder); else throw Exception("Illegal type of array index", ErrorCodes::LOGICAL_ERROR); return true; } template bool FunctionArrayElement::executeGeneric(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices, ArrayImpl::NullMapBuilder & builder) { 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, builder); return true; } bool FunctionArrayElement::executeConstConst(Block & block, const ColumnNumbers & arguments, size_t result, const Field & index, ArrayImpl::NullMapBuilder & builder) { 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); if (value.isNull()) value = DataTypeString{}.getDefault(); block.getByPosition(result).column = block.getByPosition(result).type->createConstColumn( block.rowsInFirstColumn(), value); if (builder) builder.update(real_index); return true; } template bool FunctionArrayElement::executeConst(Block & block, const ColumnNumbers & arguments, size_t result, const PaddedPODArray & indices, ArrayImpl::NullMapBuilder & builder) { 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) { size_t j = index - 1; block.getByPosition(result).column->insert(array[j]); if (builder) builder.update(j); } else if (index < 0 && static_cast(-index) <= array_size) { size_t j = array_size + index; block.getByPosition(result).column->insert(array[j]); if (builder) builder.update(j); } else { block.getByPosition(result).column->insertDefault(); if (builder) builder.update(); } } return true; } template bool FunctionArrayElement::executeArgument(Block & block, const ColumnNumbers & arguments, size_t result, ArrayImpl::NullMapBuilder & builder) { auto index = typeid_cast *>(block.getByPosition(arguments[1]).column.get()); if (!index) return false; const auto & index_data = index->getData(); if (builder) builder.initSink(index_data.size()); if (!( executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeNumber (block, arguments, result, index_data, builder) || executeConst (block, arguments, result, index_data, builder) || executeString (block, arguments, result, index_data, builder) || executeGeneric (block, arguments, result, index_data, builder))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); return true; } bool FunctionArrayElement::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; } String FunctionArrayElement::getName() const { return name; } DataTypePtr FunctionArrayElement::getReturnTypeImpl(const DataTypes & arguments) const { 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() || (!startsWith(arguments[1]->getName(), "UInt") && !startsWith(arguments[1]->getName(), "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 FunctionArrayElement::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { /// Check nullability. bool is_nullable; const ColumnArray * col_array = nullptr; const ColumnConstArray * col_const_array = nullptr; col_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (col_array) is_nullable = col_array->getData().isNullable(); else { col_const_array = typeid_cast(block.getByPosition(arguments[0]).column.get()); if (col_const_array) { const auto & arr = col_const_array->getData(); is_nullable = std::any_of(arr.begin(), arr.end(), [](const Field & f){ return f.isNull(); }); } else throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } if (!is_nullable) { ArrayImpl::NullMapBuilder builder; perform(block, arguments, result, builder); } else { /// Perform initializations. ArrayImpl::NullMapBuilder builder; Block source_block; const auto & input_type = static_cast(*block.getByPosition(arguments[0]).type).getNestedType(); const auto & tmp_ret_type = static_cast(*block.getByPosition(result).type).getNestedType(); if (col_array) { const auto & nullable_col = static_cast(col_array->getData()); const auto & nested_col = nullable_col.getNestedColumn(); /// Put nested_col inside a ColumnArray. source_block = { { std::make_shared(nested_col, col_array->getOffsetsColumn()), std::make_shared(input_type), "" }, block.getByPosition(arguments[1]), { nullptr, tmp_ret_type, "" } }; builder.initSource(nullable_col); } else { /// Almost a copy of block. source_block = { block.getByPosition(arguments[0]), block.getByPosition(arguments[1]), { nullptr, tmp_ret_type, "" } }; builder.initSource(col_const_array->getData()); } perform(source_block, {0, 1}, 2, builder); /// Store the result. const ColumnWithTypeAndName & source_col = source_block.unsafeGetByPosition(2); ColumnWithTypeAndName & dest_col = block.unsafeGetByPosition(result); dest_col.column = std::make_shared(source_col.column, builder.getNullMap()); } } void FunctionArrayElement::perform(Block & block, const ColumnNumbers & arguments, size_t result, ArrayImpl::NullMapBuilder & builder) { if (executeTuple(block, arguments, result)) { } else if (!block.getByPosition(arguments[1]).column->isConst()) { if (!( executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder) || executeArgument (block, arguments, result, builder))) 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 (builder) builder.initSink(block.rowsInFirstColumn()); if (index == UInt64(0)) throw Exception("Array indices is 1-based", ErrorCodes::ZERO_ARRAY_OR_TUPLE_INDEX); if (!( executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeNumberConst (block, arguments, result, index, builder) || executeConstConst (block, arguments, result, index, builder) || executeStringConst (block, arguments, result, index, builder) || executeGenericConst (block, arguments, result, index, builder))) throw Exception("Illegal column " + block.getByPosition(arguments[0]).column->getName() + " of first argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); } } /// Implementation of FunctionArrayEnumerate. FunctionPtr FunctionArrayEnumerate::create(const Context & context) { return std::make_shared(); } String FunctionArrayEnumerate::getName() const { return name; } DataTypePtr FunctionArrayEnumerate::getReturnTypeImpl(const DataTypes & arguments) const { 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()); } void FunctionArrayEnumerate::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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); } } /// Implementation of FunctionArrayUniq. FunctionPtr FunctionArrayUniq::create(const Context & context) { return std::make_shared(); } String FunctionArrayUniq::getName() const { return name; } DataTypePtr FunctionArrayUniq::getReturnTypeImpl(const DataTypes & arguments) const { 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(); } void FunctionArrayUniq::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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()); ConstColumnPlainPtrs original_data_columns(arguments.size()); ConstColumnPlainPtrs null_maps(arguments.size()); bool has_nullable_columns = false; 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) + getOrdinalSuffix(i + 1) + " argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN); array_ptr = const_array->convertToFullColumn(); array = static_cast(array_ptr.get()); } array_columns[i] = array_ptr; const ColumnArray::Offsets_t & offsets_i = array->getOffsets(); if (i == 0) 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(); original_data_columns[i] = data_columns[i]; if (data_columns[i]->isNullable()) { has_nullable_columns = true; const auto & nullable_col = static_cast(*data_columns[i]); data_columns[i] = nullable_col.getNestedColumn().get(); null_maps[i] = nullable_col.getNullValuesByteMap().get(); } else null_maps[i] = nullptr; } const ColumnArray * first_array = static_cast(array_columns[0].get()); const IColumn * first_null_map = null_maps[0]; 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, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeNumber (first_array, first_null_map, res_values) || executeString (first_array, first_null_map, 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, null_maps, res_values, has_nullable_columns)) executeHashed(*offsets, original_data_columns, res_values); } } template bool FunctionArrayUniq::executeNumber(const ColumnArray * array, const IColumn * null_map, ColumnUInt32::Container_t & res_values) { const IColumn * inner_col; const auto & array_data = array->getData(); if (array_data.isNullable()) { const auto & nullable_col = static_cast(array_data); inner_col = nullable_col.getNestedColumn().get(); } else inner_col = &array_data; const ColumnVector * nested = typeid_cast *>(inner_col); 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; const PaddedPODArray * null_map_data = nullptr; if (null_map) null_map_data = &static_cast(null_map)->getData(); Set set; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { set.clear(); bool found_null = false; size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { if (null_map_data && ((*null_map_data)[j] == 1)) found_null = true; else set.insert(values[j]); } res_values[i] = set.size() + (found_null ? 1 : 0); prev_off = off; } return true; } bool FunctionArrayUniq::executeString(const ColumnArray * array, const IColumn * null_map, 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; const PaddedPODArray * null_map_data = nullptr; if (null_map) null_map_data = &static_cast(null_map)->getData(); Set set; size_t prev_off = 0; for (size_t i = 0; i < offsets.size(); ++i) { set.clear(); bool found_null = false; size_t off = offsets[i]; for (size_t j = prev_off; j < off; ++j) { if (null_map_data && ((*null_map_data)[j] == 1)) found_null = true; else set.insert(nested->getDataAt(j)); } res_values[i] = set.size() + (found_null ? 1 : 0); prev_off = off; } return true; } bool FunctionArrayUniq::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 FunctionArrayUniq::execute128bit( const ColumnArray::Offsets_t & offsets, const ConstColumnPlainPtrs & columns, const ConstColumnPlainPtrs & null_maps, ColumnUInt32::Container_t & res_values, bool has_nullable_columns) { 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 (has_nullable_columns) keys_bytes += std::tuple_size>::value; if (keys_bytes > 16) return false; typedef ClearableHashSet, HashTableAllocatorWithStackMemory<(1 << INITIAL_SIZE_DEGREE) * sizeof(UInt128)> > Set; /// Suppose that, for a given row, each of the N columns has an array whose length is M. /// Denote arr_i each of these arrays (1 <= i <= N). Then the following is performed: /// /// col1 ... colN /// /// arr_1[1], ..., arr_N[1] -> pack into a binary blob b1 /// . /// . /// . /// arr_1[M], ..., arr_N[M] -> pack into a binary blob bM /// /// Each binary blob is inserted into a hash table. /// 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) { if (has_nullable_columns) { KeysNullMap bitmap{}; for (size_t i = 0; i < columns.size(); ++i) { if (null_maps[i] != nullptr) { const auto & null_map = static_cast(*null_maps[i]).getData(); if (null_map[j] == 1) bitmap[i / 8] |= UINT8_C(1) << (i % 8); } } set.insert(packFixed(j, count, columns, key_sizes, bitmap)); } else set.insert(packFixed(j, count, columns, key_sizes)); } res_values[i] = set.size(); prev_off = off; } return true; } void FunctionArrayUniq::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; } } /// Implementation of FunctionArrayEnumerateUniq. FunctionPtr FunctionArrayEnumerateUniq::create(const Context & context) { return std::make_shared(); } /// Получить имя функции. String FunctionArrayEnumerateUniq::getName() const { return name; } DataTypePtr FunctionArrayEnumerateUniq::getReturnTypeImpl(const DataTypes & arguments) const { 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()); } void FunctionArrayEnumerateUniq::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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); } } template bool FunctionArrayEnumerateUniq::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 FunctionArrayEnumerateUniq::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 FunctionArrayEnumerateUniq::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 FunctionArrayEnumerateUniq::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 FunctionArrayEnumerateUniq::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; } } /// Implementation of FunctionEmptyArrayToSingle. FunctionPtr FunctionEmptyArrayToSingle::create(const Context & context) { return std::make_shared(); } String FunctionEmptyArrayToSingle::getName() const { return name; } DataTypePtr FunctionEmptyArrayToSingle::getReturnTypeImpl(const DataTypes & arguments) const { 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(); } void FunctionEmptyArrayToSingle::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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); } bool FunctionEmptyArrayToSingle::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 FunctionEmptyArrayToSingle::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 FunctionEmptyArrayToSingle::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 FunctionEmptyArrayToSingle::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; } /// Implementation of FunctionArrayReverse. FunctionPtr FunctionArrayReverse::create(const Context & context) { return std::make_shared(); } String FunctionArrayReverse::getName() const { return name; } DataTypePtr FunctionArrayReverse::getReturnTypeImpl(const DataTypes & arguments) const { 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(); } void FunctionArrayReverse::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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); } bool FunctionArrayReverse::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 FunctionArrayReverse::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 FunctionArrayReverse::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 FunctionArrayReverse::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; } /// Implementation of FunctionArrayReduce. FunctionPtr FunctionArrayReduce::create(const Context & context) { return std::make_shared(); } String FunctionArrayReduce::getName() const { return name; } void FunctionArrayReduce::getReturnTypeAndPrerequisitesImpl( const ColumnsWithTypeAndName & arguments, DataTypePtr & out_return_type, std::vector & out_prerequisites) { /// 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 FunctionArrayReduce::executeImpl(Block & block, const ColumnNumbers & arguments, size_t result) { 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; } } }