help me with linear algebra.

Write a function for each type of linear transformation. Each function should accept an array to transform and the scalars that define the transformation $($a and b for stretch, shear, and reection, and $\backslash$theta for rotation$).$ Construct the matrix representation, left multiply it with the input array, and return the transformed array.

Code by Python.