Matrix class in SymPy is mutable. This is important for
performance reasons but means that standard matrices cannot interact well with
the rest of SymPy. This is because the
Basic object, from which most
SymPy classes inherit, is immutable.
The mission of the
ImmutableDenseMatrix class, which is aliased as
ImmutableMatrix for short, is to bridge the tension
between performance/mutability and safety/immutability. Immutable matrices can
do almost everything that normal matrices can do but they inherit from
Basic and can thus interact more naturally with the rest of SymPy.
ImmutableMatrix also inherits from
MatrixExpr, allowing it to
interact freely with SymPy’s Matrix Expression module.
You can turn any Matrix-like object into an
ImmutableMatrix by calling
>>> from sympy import Matrix, ImmutableMatrix >>> M = Matrix([[1, 2, 3], [4, 5, 6], [7, 8, 9]]) >>> M[1, 1] = 0 >>> IM = ImmutableMatrix(M) >>> IM Matrix([ [1, 2, 3], [4, 0, 6], [7, 8, 9]]) >>> IM[1, 1] = 5 Traceback (most recent call last): ... TypeError: Can not set values in Immutable Matrix. Use Matrix instead.
ImmutableMatrix Class Reference¶
- class sympy.matrices.immutable.ImmutableDenseMatrix(*args, **kwargs)¶
Create an immutable version of a matrix.
>>> from sympy import eye >>> from sympy.matrices import ImmutableMatrix >>> ImmutableMatrix(eye(3)) Matrix([ [1, 0, 0], [0, 1, 0], [0, 0, 1]]) >>> _[0, 0] = 42 Traceback (most recent call last): ... TypeError: Cannot set values of ImmutableDenseMatrix