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aaronreidsmith / scipy   python

Repository URL to install this package:

Version: 1.3.3 

/ special / tests / test_precompute_utils.py

from __future__ import division, print_function, absolute_import
import numpy as np
import pytest

from scipy.special._testutils import MissingModule, check_version
from scipy.special._mptestutils import mp_assert_allclose
from scipy.special._precompute.utils import lagrange_inversion

try:
    import sympy
except ImportError:
    sympy = MissingModule('sympy')

try:
    import mpmath as mp
except ImportError:
    mp = MissingModule('mpmath')


_is_32bit_platform = np.intp(0).itemsize < 8


@pytest.mark.slow
@check_version(sympy, '0.7')
@check_version(mp, '0.19')
class TestInversion(object):
    @pytest.mark.xfail(condition=_is_32bit_platform, reason="rtol only 2e-9, see gh-6938")
    def test_log(self):
        with mp.workdps(30):
            logcoeffs = mp.taylor(lambda x: mp.log(1 + x), 0, 10)
            expcoeffs = mp.taylor(lambda x: mp.exp(x) - 1, 0, 10)
            invlogcoeffs = lagrange_inversion(logcoeffs)
            mp_assert_allclose(invlogcoeffs, expcoeffs)

    @pytest.mark.xfail(condition=_is_32bit_platform, reason="rtol only 1e-15, see gh-6938")
    def test_sin(self):
        with mp.workdps(30):
            sincoeffs = mp.taylor(mp.sin, 0, 10)
            asincoeffs = mp.taylor(mp.asin, 0, 10)
            invsincoeffs = lagrange_inversion(sincoeffs)
            mp_assert_allclose(invsincoeffs, asincoeffs, atol=1e-30)