import assert from 'assert' import math from '../../../../src/defaultInstance.js' import { DimensionError } from '../../../../src/error/DimensionError.js' describe('reshape', function () { it('should reshape an array', function () { const array = [[0, 1, 2], [3, 4, 5]] assert.deepStrictEqual(math.reshape(array, [3, 2]), [[0, 1], [2, 3], [4, 5]]) // should not have mutated the input assert.deepStrictEqual(array, [[0, 1, 2], [3, 4, 5]]) }) it('should reshape an array with bignumbers', function () { const zero = math.bignumber(0) const one = math.bignumber(1) const two = math.bignumber(2) const three = math.bignumber(3) const array = [zero, one, two, three] assert.deepStrictEqual(math.reshape(array, [two, two]), [[zero, one], [two, three]]) }) it('should reshape a matrix', function () { const matrix = math.matrix([[0, 1, 2], [3, 4, 5]]) assert.deepStrictEqual(math.reshape(matrix, [3, 2]), math.matrix([[0, 1], [2, 3], [4, 5]])) assert.deepStrictEqual(math.reshape(matrix, math.matrix([3, 2])), math.matrix([[0, 1], [2, 3], [4, 5]])) // should not have mutated the input assert.deepStrictEqual(matrix, math.matrix([[0, 1, 2], [3, 4, 5]])) }) it('should reshape a flat single-element array into multiple dimensions', function () { const array = [3] assert.deepStrictEqual(math.reshape(array, [1, 1, 1]), [[[3]]]) }) it('should reshape a vector into a 2d matrix', function () { const math2 = math.create({ matrix: 'Array' }) assert.deepStrictEqual(math2.reshape([1, 2, 3, 4, 5, 6], [3, 2]), [[1, 2], [3, 4], [5, 6]]) }) it('should reshape 2d matrix into a vector', function () { const math2 = math.create({ matrix: 'Array' }) assert.deepStrictEqual(math2.reshape([[1, 2], [3, 4], [5, 6]], [6]), [1, 2, 3, 4, 5, 6]) }) it('should throw an error on invalid arguments', function () { assert.throws(function () { math.reshape() }, /Too few arguments/) assert.throws(function () { math.reshape([]) }, /Too few arguments/) assert.throws(function () { math.reshape([], 2) }, TypeError) assert.throws(function () { math.reshape([], [], 4) }, /Too many arguments/) assert.throws(function () { math.reshape([], ['no number']) }, /Cannot convert/) assert.throws(function () { math.reshape([], [2.3]) }, /Invalid size/) assert.throws(function () { math.reshape([1, 2], []) }, DimensionError) assert.throws(function () { math.reshape([1, 2], [0]) }, DimensionError) assert.throws(function () { math.reshape([1, 2], [0, 0]) }, DimensionError) assert.throws(function () { math.reshape([[1, 2]], [0]) }, DimensionError) assert.doesNotThrow(function () { math.reshape([[1, 2]], [2, 1]) }) assert.doesNotThrow(function () { math.reshape([[1, 2]], [2]) }) }) it('should LaTeX reshape', function () { const expression = math.parse('reshape([1,2],1)') assert.strictEqual(expression.toTex(), '\\mathrm{reshape}\\left(\\begin{bmatrix}1\\\\2\\end{bmatrix},1\\right)') }) it('should reshape a SparseMatrix', function () { /* * Must use toArray because SparseMatrix.reshape currently does not preserve * the order of the _index and _values arrays (this does not matter?) */ let matrix = math.matrix([[0, 1, 2], [3, 4, 5]], 'sparse') assert.deepStrictEqual(math.reshape(matrix, [3, 2]).toArray(), [[0, 1], [2, 3], [4, 5]]) assert.deepStrictEqual(math.reshape(matrix, [6, 1]).toArray(), [[0], [1], [2], [3], [4], [5]]) assert.deepStrictEqual(math.reshape(matrix, [1, 6]).toArray(), [[0, 1, 2, 3, 4, 5]]) matrix = math.matrix([[0, 1, 2, 3, 4, 5]], 'sparse') assert.deepStrictEqual(math.reshape(matrix, [3, 2]).toArray(), [[0, 1], [2, 3], [4, 5]]) matrix = math.matrix([[0], [1], [2], [3], [4], [5]], 'sparse') assert.deepStrictEqual(math.reshape(matrix, [3, 2]).toArray(), [[0, 1], [2, 3], [4, 5]]) }) it('should throw on attempting to reshape an ImmutableDenseMatrix', function () { const immutableMatrix = new math.ImmutableDenseMatrix([[1, 2], [3, 4]]) assert.throws(function () { math.reshape(immutableMatrix, [1, 4]) }, /Cannot invoke reshape on an Immutable Matrix instance/) }) it('should throw on attempting to reshape a Matrix (abstract type)', function () { const matrix = new math.Matrix([[1, 2], [3, 4]]) assert.throws(function () { math.reshape(matrix, [1, 4]) }, /Cannot invoke reshape on a Matrix interface/) }) it('should support only one wildcard', function () { assert.deepStrictEqual( math.reshape([1, 2, 3, 4], [-1, 2]), [[1, 2], [3, 4]] ) assert.deepStrictEqual( math.reshape([[1, 2], [3, 4]], [-1]), [1, 2, 3, 4] ) assert.throws(function () { math.reshape([1, 2], [-1, -1]) }) assert.throws(function () { math.reshape([1], [-1, -1]) }) }) it('should throw an error when wildcard cannot be replaced', function () { assert.throws(function () { math.reshape([1, 2, 3, 4], [-1, 3]) }) assert.throws(function () { math.reshape([[1, 2, 3], [4, 5, 6]], [4, -1]) }) }) it('should use wildcard with DenseMatrix', function () { const matrix = math.matrix([[0, 1, 2], [3, 4, 5]]) assert.deepStrictEqual( math.reshape(matrix, [-1, 2]), math.matrix([[0, 1], [2, 3], [4, 5]]) ) assert.deepStrictEqual( math.reshape(matrix, math.matrix([-1, 2])), math.matrix([[0, 1], [2, 3], [4, 5]]) ) }) it('should use wildcard with SparseArray', function () { const matrix = math.matrix([[0, 1, 2], [3, 4, 5]], 'sparse') assert.deepStrictEqual( math.reshape(matrix, [-1, 2]).toArray(), [[0, 1], [2, 3], [4, 5]] ) assert.deepStrictEqual( math.reshape(matrix, [3, -1]).toArray(), [[0, 1], [2, 3], [4, 5]] ) }) it("should update a matrix's size correctly when using wildcard", function () { const matrix = math.matrix([[0, 1, 2], [3, 4, 5]]) const size = math.reshape(matrix, [-1, 2])._size assert.deepStrictEqual(size, [3, 2]) }) it('should be parseable', function () { assert.deepStrictEqual( math.evaluate('reshape([0,1,2,3,4,5], [-1,2])'), math.matrix([[0, 1], [2, 3], [4, 5]]) ) }) })