# Tests for a few of the "double-double" C functions defined in cephes/dd_*. import pytest from numpy.testing import assert_allclose from scipy.special._test_internal import _dd_exp, _dd_log, _dd_expm1 # Each tuple in test_data contains: # (dd_func, xhi, xlo, expected_yhi, expected_ylo) # The expected values were computed with mpmath, e.g. # # import mpmath # mpmath.mp.dps = 100 # xhi = 10.0 # xlo = 0.0 # x = mpmath.mpf(xhi) + mpmath.mpf(xlo) # y = mpmath.log(x) # expected_yhi = float(y) # expected_ylo = float(y - expected_yhi) # test_data = [ (_dd_exp, -0.3333333333333333, -1.850371707708594e-17, 0.7165313105737893, -2.0286948382455594e-17), (_dd_exp, 0.0, 0.0, 1.0, 0.0), (_dd_exp, 10.0, 0.0, 22026.465794806718, -1.3780134700517372e-12), (_dd_log, 0.03125, 0.0, -3.4657359027997265, -4.930038229799327e-18), (_dd_log, 10.0, 0.0, 2.302585092994046, -2.1707562233822494e-16), (_dd_expm1, -1.25, 0.0, -0.7134952031398099, -4.7031321153650186e-17), (_dd_expm1, -0.484375, 0.0, -0.3839178722093218, 7.609376052156984e-18), (_dd_expm1, -0.25, 0.0, -0.22119921692859512, -1.0231869534531498e-17), (_dd_expm1, -0.0625, 0.0, -0.06058693718652421, -7.077887227488846e-19), (_dd_expm1, 0.0, 0.0, 0.0, 0.0), (_dd_expm1, 0.0625, 3.5e-18, 0.06449445891785943, 1.4323095758164254e-18), (_dd_expm1, 0.25, 0.0, 0.2840254166877415, -2.133257464457841e-17), (_dd_expm1, 0.498046875, 0.0, 0.645504254608231, -9.198435524984236e-18), (_dd_expm1, 1.25, 0.0, 2.4903429574618414, -4.604261945372796e-17) ] @pytest.mark.parametrize('dd_func, xhi, xlo, expected_yhi, expected_ylo', test_data) def test_dd(dd_func, xhi, xlo, expected_yhi, expected_ylo): yhi, ylo = dd_func(xhi, xlo) assert yhi == expected_yhi, (f"high double ({yhi}) does not equal the " f"expected value {expected_yhi}") assert_allclose(ylo, expected_ylo, rtol=5e-15)