"""unit tests for sparse utility functions""" from __future__ import division, print_function, absolute_import import numpy as np from numpy.testing import (TestCase, run_module_suite, assert_equal, assert_raises) from scipy.sparse import sputils class TestSparseUtils(TestCase): def test_upcast(self): assert_equal(sputils.upcast('intc'), np.intc) assert_equal(sputils.upcast('int32', 'float32'), np.float64) assert_equal(sputils.upcast('bool', complex, float), np.complex128) assert_equal(sputils.upcast('i', 'd'), np.float64) def test_getdtype(self): A = np.array([1], dtype='int8') assert_equal(sputils.getdtype(None, default=float), float) assert_equal(sputils.getdtype(None, a=A), np.int8) def test_isscalarlike(self): assert_equal(sputils.isscalarlike(3.0), True) assert_equal(sputils.isscalarlike(-4), True) assert_equal(sputils.isscalarlike(2.5), True) assert_equal(sputils.isscalarlike(1 + 3j), True) assert_equal(sputils.isscalarlike(np.array(3)), True) assert_equal(sputils.isscalarlike("16"), True) assert_equal(sputils.isscalarlike(np.array([3])), False) assert_equal(sputils.isscalarlike([[3]]), False) assert_equal(sputils.isscalarlike((1,)), False) assert_equal(sputils.isscalarlike((1, 2)), False) def test_isintlike(self): assert_equal(sputils.isintlike(3.0), True) assert_equal(sputils.isintlike(-4), True) assert_equal(sputils.isintlike(np.array(3)), True) assert_equal(sputils.isintlike(np.array([3])), False) assert_equal(sputils.isintlike(2.5), False) assert_equal(sputils.isintlike(1 + 3j), False) assert_equal(sputils.isintlike((1,)), False) assert_equal(sputils.isintlike((1, 2)), False) def test_isshape(self): assert_equal(sputils.isshape((1, 2)), True) assert_equal(sputils.isshape((5, 2)), True) assert_equal(sputils.isshape((1.5, 2)), False) assert_equal(sputils.isshape((2, 2, 2)), False) assert_equal(sputils.isshape(([2], 2)), False) def test_issequence(self): assert_equal(sputils.issequence((1,)), True) assert_equal(sputils.issequence((1, 2, 3)), True) assert_equal(sputils.issequence([1]), True) assert_equal(sputils.issequence([1, 2, 3]), True) assert_equal(sputils.issequence(np.array([1, 2, 3])), True) assert_equal(sputils.issequence(np.array([[1], [2], [3]])), False) assert_equal(sputils.issequence(3), False) def test_ismatrix(self): assert_equal(sputils.ismatrix(((),)), True) assert_equal(sputils.ismatrix([[1], [2]]), True) assert_equal(sputils.ismatrix(np.arange(3)[None]), True) assert_equal(sputils.ismatrix([1, 2]), False) assert_equal(sputils.ismatrix(np.arange(3)), False) assert_equal(sputils.ismatrix([[[1]]]), False) assert_equal(sputils.ismatrix(3), False) def test_isdense(self): assert_equal(sputils.isdense(np.array([1])), True) assert_equal(sputils.isdense(np.matrix([1])), True) def test_validateaxis(self): func = sputils.validateaxis assert_raises(TypeError, func, (0, 1)) assert_raises(TypeError, func, 1.5) assert_raises(ValueError, func, 3) # These function calls should not raise errors for axis in (-2, -1, 0, 1, None): func(axis) if __name__ == "__main__": run_module_suite()