import numpy as np import scipy.special as sc from numpy.testing import assert_almost_equal, assert_array_equal class TestPdtr(object): def test(self): val = sc.pdtr(0, 1) assert_almost_equal(val, np.exp(-1)) def test_m_zero(self): val = sc.pdtr([0, 1, 2], 0) assert_array_equal(val, [1, 1, 1]) def test_rounding(self): double_val = sc.pdtr([0.1, 1.1, 2.1], 1.0) int_val = sc.pdtr([0, 1, 2], 1.0) assert_array_equal(double_val, int_val) def test_inf(self): val = sc.pdtr(np.inf, 1.0) assert_almost_equal(val, 1.0) def test_domain(self): val = sc.pdtr(-1.1, 1.0) assert np.isnan(val) class TestPdtrc(object): def test_value(self): val = sc.pdtrc(0, 1) assert_almost_equal(val, 1 - np.exp(-1)) def test_m_zero(self): val = sc.pdtrc([0, 1, 2], 0.0) assert_array_equal(val, [0, 0, 0]) def test_rounding(self): double_val = sc.pdtrc([0.1, 1.1, 2.1], 1.0) int_val = sc.pdtrc([0, 1, 2], 1.0) assert_array_equal(double_val, int_val) def test_inf(self): val = sc.pdtrc(np.inf, 1.0) assert_almost_equal(val, 0.0) def test_domain(self): val = sc.pdtrc(-1.1, 1.0) assert np.isnan(val)