Please write a python code that satisfies this request

- For each eigenvalue of matrix A, demonstrate that Avwv={0}, where {0} is a vecior with magnitude of zero. - A is a matrix - w is an array containing the eigenvalues of A (each a scalar value) - Columns of v are the eigenvectors corresponding to each eigenvalue (columns of v= length of w ) - Av is a matrix-vector multiply (@ operator) of matrix A with a column of v - wv is a scalar-vector multiply (" operator) of an eigenvalue with the corresponding column of v - Use a for loop to index each eigenvalue/eigenvector returned from the numpy.linalg.eig() function - Use array slicing to access each column of v - numpy.linalg.norm( x) returns the magitude of vector x