test_mio_utils.py 1.6 KB

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  1. """ Testing
  2. """
  3. import numpy as np
  4. from numpy.testing import assert_array_equal, assert_
  5. from scipy.io.matlab._mio_utils import squeeze_element, chars_to_strings
  6. def test_squeeze_element():
  7. a = np.zeros((1,3))
  8. assert_array_equal(np.squeeze(a), squeeze_element(a))
  9. # 0-D output from squeeze gives scalar
  10. sq_int = squeeze_element(np.zeros((1,1), dtype=float))
  11. assert_(isinstance(sq_int, float))
  12. # Unless it's a structured array
  13. sq_sa = squeeze_element(np.zeros((1,1),dtype=[('f1', 'f')]))
  14. assert_(isinstance(sq_sa, np.ndarray))
  15. # Squeezing empty arrays maintain their dtypes.
  16. sq_empty = squeeze_element(np.empty(0, np.uint8))
  17. assert sq_empty.dtype == np.uint8
  18. def test_chars_strings():
  19. # chars as strings
  20. strings = ['learn ', 'python', 'fast ', 'here ']
  21. str_arr = np.array(strings, dtype='U6') # shape (4,)
  22. chars = [list(s) for s in strings]
  23. char_arr = np.array(chars, dtype='U1') # shape (4,6)
  24. assert_array_equal(chars_to_strings(char_arr), str_arr)
  25. ca2d = char_arr.reshape((2,2,6))
  26. sa2d = str_arr.reshape((2,2))
  27. assert_array_equal(chars_to_strings(ca2d), sa2d)
  28. ca3d = char_arr.reshape((1,2,2,6))
  29. sa3d = str_arr.reshape((1,2,2))
  30. assert_array_equal(chars_to_strings(ca3d), sa3d)
  31. # Fortran ordered arrays
  32. char_arrf = np.array(chars, dtype='U1', order='F') # shape (4,6)
  33. assert_array_equal(chars_to_strings(char_arrf), str_arr)
  34. # empty array
  35. arr = np.array([['']], dtype='U1')
  36. out_arr = np.array([''], dtype='U1')
  37. assert_array_equal(chars_to_strings(arr), out_arr)