test_mio_utils.py 1.5 KB

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  1. """ Testing
  2. """
  3. from __future__ import division, print_function, absolute_import
  4. import numpy as np
  5. from numpy.testing import assert_array_equal, assert_array_almost_equal, \
  6. assert_
  7. from scipy.io.matlab.mio_utils import squeeze_element, chars_to_strings
  8. def test_squeeze_element():
  9. a = np.zeros((1,3))
  10. assert_array_equal(np.squeeze(a), squeeze_element(a))
  11. # 0d output from squeeze gives scalar
  12. sq_int = squeeze_element(np.zeros((1,1), dtype=float))
  13. assert_(isinstance(sq_int, float))
  14. # Unless it's a structured array
  15. sq_sa = squeeze_element(np.zeros((1,1),dtype=[('f1', 'f')]))
  16. assert_(isinstance(sq_sa, np.ndarray))
  17. def test_chars_strings():
  18. # chars as strings
  19. strings = ['learn ', 'python', 'fast ', 'here ']
  20. str_arr = np.array(strings, dtype='U6') # shape (4,)
  21. chars = [list(s) for s in strings]
  22. char_arr = np.array(chars, dtype='U1') # shape (4,6)
  23. assert_array_equal(chars_to_strings(char_arr), str_arr)
  24. ca2d = char_arr.reshape((2,2,6))
  25. sa2d = str_arr.reshape((2,2))
  26. assert_array_equal(chars_to_strings(ca2d), sa2d)
  27. ca3d = char_arr.reshape((1,2,2,6))
  28. sa3d = str_arr.reshape((1,2,2))
  29. assert_array_equal(chars_to_strings(ca3d), sa3d)
  30. # Fortran ordered arrays
  31. char_arrf = np.array(chars, dtype='U1', order='F') # shape (4,6)
  32. assert_array_equal(chars_to_strings(char_arrf), str_arr)
  33. # empty array
  34. arr = np.array([['']], dtype='U1')
  35. out_arr = np.array([''], dtype='U1')
  36. assert_array_equal(chars_to_strings(arr), out_arr)