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3f57fc085b
Also remove it from some visitors.
239 lines
11 KiB
C++
239 lines
11 KiB
C++
#pragma once
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#include <DataTypes/DataTypeArray.h>
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#include <DataTypes/DataTypeFunction.h>
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#include <DataTypes/DataTypeLowCardinality.h>
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#include <Columns/ColumnArray.h>
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#include <Columns/ColumnConst.h>
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#include <Columns/ColumnFunction.h>
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#include <Common/typeid_cast.h>
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#include <Common/assert_cast.h>
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#include <Functions/IFunction.h>
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#include <Functions/FunctionHelpers.h>
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#include <IO/WriteHelpers.h>
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#include <Interpreters/Context_fwd.h>
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namespace DB
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{
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namespace ErrorCodes
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{
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extern const int ILLEGAL_COLUMN;
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extern const int ILLEGAL_TYPE_OF_ARGUMENT;
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extern const int SIZES_OF_ARRAYS_DOESNT_MATCH;
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extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
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}
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/** Higher-order functions for arrays.
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* These functions optionally apply a map (transform) to array (or multiple arrays of identical size) by lambda function,
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* and return some result based on that transformation.
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*
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* Examples:
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* arrayMap(x1,...,xn -> expression, array1,...,arrayn) - apply the expression to each element of the array (or set of parallel arrays).
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* arrayFilter(x -> predicate, array) - leave in the array only the elements for which the expression is true.
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*
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* For some functions arrayCount, arrayExists, arrayAll, an overload of the form f(array) is available,
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* which works in the same way as f(x -> x, array).
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*
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* See the example of Impl template parameter in arrayMap.cpp
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*/
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template <typename Impl, typename Name>
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class FunctionArrayMapped : public IFunction
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{
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public:
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static constexpr auto name = Name::name;
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static FunctionPtr create(ContextConstPtr) { return std::make_shared<FunctionArrayMapped>(); }
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String getName() const override
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{
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return name;
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}
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bool isVariadic() const override { return true; }
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size_t getNumberOfArguments() const override { return 0; }
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/// Called if at least one function argument is a lambda expression.
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/// For argument-lambda expressions, it defines the types of arguments of these expressions.
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void getLambdaArgumentTypes(DataTypes & arguments) const override
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{
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if (arguments.empty())
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throw Exception("Function " + getName() + " needs at least one argument; passed "
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+ toString(arguments.size()) + ".",
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ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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if (arguments.size() == 1)
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throw Exception("Function " + getName() + " needs at least one array argument.",
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ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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DataTypes nested_types(arguments.size() - 1);
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for (size_t i = 0; i < nested_types.size(); ++i)
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{
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const DataTypeArray * array_type = checkAndGetDataType<DataTypeArray>(&*arguments[i + 1]);
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if (!array_type)
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throw Exception("Argument " + toString(i + 2) + " of function " + getName() + " must be array. Found "
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+ arguments[i + 1]->getName() + " instead.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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nested_types[i] = recursiveRemoveLowCardinality(array_type->getNestedType());
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}
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const DataTypeFunction * function_type = checkAndGetDataType<DataTypeFunction>(arguments[0].get());
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if (!function_type || function_type->getArgumentTypes().size() != nested_types.size())
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throw Exception("First argument for this overload of " + getName() + " must be a function with "
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+ toString(nested_types.size()) + " arguments. Found "
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+ arguments[0]->getName() + " instead.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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arguments[0] = std::make_shared<DataTypeFunction>(nested_types);
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}
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DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
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{
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size_t min_args = Impl::needExpression() ? 2 : 1;
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if (arguments.size() < min_args)
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throw Exception("Function " + getName() + " needs at least "
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+ toString(min_args) + " argument; passed "
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+ toString(arguments.size()) + ".",
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ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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if (arguments.size() == 1)
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{
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const auto * array_type = checkAndGetDataType<DataTypeArray>(arguments[0].type.get());
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if (!array_type)
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throw Exception("The only argument for function " + getName() + " must be array. Found "
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+ arguments[0].type->getName() + " instead.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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DataTypePtr nested_type = array_type->getNestedType();
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if (Impl::needBoolean() && !WhichDataType(nested_type).isUInt8())
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throw Exception("The only argument for function " + getName() + " must be array of UInt8. Found "
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+ arguments[0].type->getName() + " instead.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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return Impl::getReturnType(nested_type, nested_type);
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}
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else
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{
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if (arguments.size() > 2 && Impl::needOneArray())
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throw Exception("Function " + getName() + " needs one array argument.",
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ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
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const auto * data_type_function = checkAndGetDataType<DataTypeFunction>(arguments[0].type.get());
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if (!data_type_function)
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throw Exception("First argument for function " + getName() + " must be a function.",
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ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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/// The types of the remaining arguments are already checked in getLambdaArgumentTypes.
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DataTypePtr return_type = removeLowCardinality(data_type_function->getReturnType());
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if (Impl::needBoolean() && !WhichDataType(return_type).isUInt8())
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throw Exception("Expression for function " + getName() + " must return UInt8, found "
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+ return_type->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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const auto * first_array_type = checkAndGetDataType<DataTypeArray>(arguments[1].type.get());
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return Impl::getReturnType(return_type, first_array_type->getNestedType());
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}
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}
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ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t /*input_rows_count*/) const override
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{
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if (arguments.size() == 1)
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{
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ColumnPtr column_array_ptr = arguments[0].column;
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const auto * column_array = checkAndGetColumn<ColumnArray>(column_array_ptr.get());
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if (!column_array)
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{
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const ColumnConst * column_const_array = checkAndGetColumnConst<ColumnArray>(column_array_ptr.get());
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if (!column_const_array)
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throw Exception("Expected array column, found " + column_array_ptr->getName(), ErrorCodes::ILLEGAL_COLUMN);
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column_array_ptr = column_const_array->convertToFullColumn();
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column_array = assert_cast<const ColumnArray *>(column_array_ptr.get());
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}
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return Impl::execute(*column_array, column_array->getDataPtr());
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}
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else
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{
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const auto & column_with_type_and_name = arguments[0];
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if (!column_with_type_and_name.column)
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throw Exception("First argument for function " + getName() + " must be a function.",
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ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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const auto * column_function = typeid_cast<const ColumnFunction *>(column_with_type_and_name.column.get());
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if (!column_function)
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throw Exception("First argument for function " + getName() + " must be a function.",
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ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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ColumnPtr offsets_column;
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ColumnPtr column_first_array_ptr;
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const ColumnArray * column_first_array = nullptr;
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ColumnsWithTypeAndName arrays;
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arrays.reserve(arguments.size() - 1);
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for (size_t i = 1; i < arguments.size(); ++i)
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{
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const auto & array_with_type_and_name = arguments[i];
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ColumnPtr column_array_ptr = array_with_type_and_name.column;
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const auto * column_array = checkAndGetColumn<ColumnArray>(column_array_ptr.get());
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const DataTypePtr & array_type_ptr = array_with_type_and_name.type;
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const auto * array_type = checkAndGetDataType<DataTypeArray>(array_type_ptr.get());
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if (!column_array)
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{
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const ColumnConst * column_const_array = checkAndGetColumnConst<ColumnArray>(column_array_ptr.get());
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if (!column_const_array)
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throw Exception("Expected array column, found " + column_array_ptr->getName(), ErrorCodes::ILLEGAL_COLUMN);
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column_array_ptr = recursiveRemoveLowCardinality(column_const_array->convertToFullColumn());
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column_array = checkAndGetColumn<ColumnArray>(column_array_ptr.get());
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}
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if (!array_type)
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throw Exception("Expected array type, found " + array_type_ptr->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
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if (!offsets_column)
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{
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offsets_column = column_array->getOffsetsPtr();
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}
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else
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{
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/// The first condition is optimization: do not compare data if the pointers are equal.
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if (column_array->getOffsetsPtr() != offsets_column
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&& column_array->getOffsets() != typeid_cast<const ColumnArray::ColumnOffsets &>(*offsets_column).getData())
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throw Exception("Arrays passed to " + getName() + " must have equal size", ErrorCodes::SIZES_OF_ARRAYS_DOESNT_MATCH);
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}
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if (i == 1)
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{
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column_first_array_ptr = column_array_ptr;
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column_first_array = column_array;
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}
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arrays.emplace_back(ColumnWithTypeAndName(column_array->getDataPtr(),
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recursiveRemoveLowCardinality(array_type->getNestedType()),
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array_with_type_and_name.name));
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}
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/// Put all the necessary columns multiplied by the sizes of arrays into the columns.
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auto replicated_column_function_ptr = IColumn::mutate(column_function->replicate(column_first_array->getOffsets()));
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auto * replicated_column_function = typeid_cast<ColumnFunction *>(replicated_column_function_ptr.get());
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replicated_column_function->appendArguments(arrays);
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auto lambda_result = replicated_column_function->reduce().column;
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if (lambda_result->lowCardinality())
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lambda_result = lambda_result->convertToFullColumnIfLowCardinality();
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return Impl::execute(*column_first_array, lambda_result);
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}
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}
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};
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}
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