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Python

from __future__ import division, print_function, absolute_import
import numpy as np
from numpy.testing import assert_allclose
import scipy.special as sc
from scipy.special._testutils import FuncData
def test_line():
# Test on the line a = x where a simpler asymptotic expansion
# (analog of DLMF 8.12.15) is available.
def gammainc_line(x):
c = np.array([-1/3, -1/540, 25/6048, 101/155520,
-3184811/3695155200, -2745493/8151736420])
res = 0
xfac = 1
for ck in c:
res -= ck*xfac
xfac /= x
res /= np.sqrt(2*np.pi*x)
res += 0.5
return res
x = np.logspace(np.log10(25), 300, 500)
a = x.copy()
dataset = np.vstack((a, x, gammainc_line(x))).T
FuncData(sc.gammainc, dataset, (0, 1), 2, rtol=1e-11).check()
def test_gammainc_roundtrip():
a = np.logspace(-5, 10, 100)
x = np.logspace(-5, 10, 100)
y = sc.gammaincinv(a, sc.gammainc(a, x))
assert_allclose(x, y, rtol=1e-10)
def test_gammaincc_roundtrip():
a = np.logspace(-5, 10, 100)
x = np.logspace(-5, 10, 100)
y = sc.gammainccinv(a, sc.gammaincc(a, x))
assert_allclose(x, y, rtol=1e-14)