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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _multicomplex2(f, fx, x, h):
 """Calculate Hessian with Bicomplex-step derivative approximation"""

        n = len(x)
        ee = np.diag(h)
        hess = np.outer(h, h)
        cmplx_wrap = Bicomplex.__array_wrap__
        for i in range(n):
            for j in range(i, n):
                zph = Bicomplex(x + 1j * ee[i, :], ee[j, :])
                hess[i, j] = cmplx_wrap(f(zph)).imag12 / hess[j, i]
                hess[j, i] = hess[i, j]
        return hess