ee823bd38d1614733ae84ae464d5fdc61be4df9b,scipy/linalg/tests/test_basic.py,TestLstsq,test_simple_underdet,#TestLstsq#,755

Before Change

        assert_almost_equal(res, (abs(dot(a,x) - b)**2).sum(axis=0))

    def test_simple_underdet(self):
        a = [[1,2,3],[4,5,6]]
        b = [1,2]
        x,res,r,s = lstsq(a,b)
        // XXX: need independent check
        assert_array_almost_equal(x,[-0.05555556, 0.11111111, 0.27777778])

    def test_random_exact(self):

After Change

                                        err_msg="driver: %s" % lapack_driver)

    def test_simple_underdet(self):
        for dtype in REAL_DTYPES:
            a = np.array(((1,2,3),(4,5,6)), dtype=dtype)
            b = np.array((1,2), dtype=dtype)
            for lapack_driver in TestLstsq.lapack_drivers:
                for overwrite in (True,False):
                    // Store values in case they are overwritten
                    // later
                    a1 = a.copy()
                    b1 = b.copy()
                    out = lstsq(a1,b1,lapack_driver=lapack_driver,
                                overwrite_a=overwrite, overwrite_b=overwrite)
                    x = out[0]
                    r = out[2]
                    assert_(r == 2, "unexpected efficient rank")
                    assert_allclose(x,(-0.055555555555555, 0.111111111111111,
                            0.277777777777777),
                            rtol=25*np.finfo(a1.dtype).eps,
                            atol=25*np.finfo(a1.dtype).eps,
                            err_msg="driver: %s" % lapack_driver)

    def test_random_exact(self):
        for dtype in REAL_DTYPES:
            for n in (20, 200):
                for lapack_driver in TestLstsq.lapack_drivers:

Instances