/* * @license Apache-2.0 * * Copyright (c) 2023 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ // TypeScript Version: 4.1 /// import { ArrayLike } from '@stdlib/types/array'; import { ndarray } from '@stdlib/types/ndarray'; /** * Broadcasts ndarrays to a common shape. * * ## Notes * * - The function throws an error if a provided broadcast-incompatible ndarrays. * - If a provided ndarray has a shape matching the common shape, the function returns the provided ndarray. * - If a provided ndarray has a different (broadcast compatible) shape than the common shape, the function returns a new (base) ndarray view of the provided ndarray's data. The view is typically **not** contiguous. As more than one element of a returned view may refer to the same memory location, writing to a view may affect multiple elements. If you need to write to a returned array, copy the array before performing operations which may mutate elements. * - A returned array view is a "base" ndarray, and, thus, a returned array view does not perform bounds checking or afford any of the guarantees of the non-base ndarray constructor. The primary intent of this function is to broadcast ndarray-like objects within internal implementations and to do so with minimal overhead. * * @param arrays - input arrays * @throws input arrays must be broadcast compatible * @returns list of broadcasted arrays * * @example * var getShape = require( '@stdlib/ndarray/shape' ); * var array = require( '@stdlib/ndarray/array' ); * var zeros = require( '@stdlib/ndarray/zeros' ); * * var x1 = array( [ [ 1, 2 ], [ 3, 4 ] ] ); * // returns [ [ 1, 2 ], [ 3, 4 ] ] * * var shx = getShape( x1 ); * // returns [ 2, 2 ] * * var y1 = zeros( [ 3, 2, 2 ] ); * // returns [ [ [ 0, 0 ], [ 0, 0 ] ], [ [ 0, 0 ], [ 0, 0 ] ], [ [ 0, 0 ], [ 0, 0 ] ] ] * * var shy = getShape( y1 ); * // returns [ 3, 2, 2 ] * * var out = maybeBroadcastArrays( [ x1, y1 ] ); * // returns [ , ] * * var x2 = out[ 0 ]; * // returns [ [ [ 1, 2 ], [ 3, 4 ] ], [ [ 1, 2 ], [ 3, 4 ] ], [ [ 1, 2 ], [ 3, 4 ] ] ] * * var y2 = out[ 1 ]; * // returns [ [ [ 0, 0 ], [ 0, 0 ] ], [ [ 0, 0 ], [ 0, 0 ] ], [ [ 0, 0 ], [ 0, 0 ] ] ] * * shx = getShape( x2 ); * // returns [ 3, 2, 2 ] * * shy = getShape( y2 ); * // returns [ 3, 2, 2 ] */ declare function maybeBroadcastArrays( arrays: ArrayLike ): Array; // EXPORTS // export = maybeBroadcastArrays;