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from sympy.functions import adjoint, conjugate, transpose from sympy.matrices.expressions import MatrixSymbol, Adjoint, trace, Transpose from sympy.matrices import eye, Matrix from sympy import symbols, S from sympy import refine, Q n, m, l, k, p = symbols('n m l k p', integer=True) A = MatrixSymbol('A', n, m) B = MatrixSymbol('B', m, l) C = MatrixSymbol('C', n, n) def test_transpose(): Sq = MatrixSymbol('Sq', n, n) assert transpose(A) == Transpose(A) assert Transpose(A).shape == (m, n) assert Transpose(A*B).shape == (l, n) assert transpose(Transpose(A)) == A assert isinstance(Transpose(Transpose(A)), Transpose) assert adjoint(Transpose(A)) == Adjoint(Transpose(A)) assert conjugate(Transpose(A)) == Adjoint(A) assert Transpose(eye(3)).doit() == eye(3) assert Transpose(S(5)).doit() == S(5) assert Transpose(Matrix([[1, 2], [3, 4]])).doit() == Matrix([[1, 3], [2, 4]]) assert transpose(trace(Sq)) == trace(Sq) assert trace(Transpose(Sq)) == trace(Sq) assert Transpose(Sq)[0, 1] == Sq[1, 0] assert Transpose(A*B).doit() == Transpose(B) * Transpose(A) def test_transpose_MatAdd_MatMul(): # Issue 16807 from sympy.functions.elementary.trigonometric import cos x = symbols('x') M = MatrixSymbol('M', 3, 3) N = MatrixSymbol('N', 3, 3) assert (N + (cos(x) * M)).T == cos(x)*M.T + N.T def test_refine(): assert refine(C.T, Q.symmetric(C)) == C def test_transpose1x1(): m = MatrixSymbol('m', 1, 1) assert m == refine(m.T) assert m == refine(m.T.T)