test_validate_kwargs.py 2.0 KB

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  1. # -*- coding: utf-8 -*-
  2. from collections import OrderedDict
  3. import pytest
  4. from pandas.util._validators import validate_bool_kwarg, validate_kwargs
  5. _fname = "func"
  6. def test_bad_kwarg():
  7. good_arg = "f"
  8. bad_arg = good_arg + "o"
  9. compat_args = OrderedDict()
  10. compat_args[good_arg] = "foo"
  11. compat_args[bad_arg + "o"] = "bar"
  12. kwargs = {good_arg: "foo", bad_arg: "bar"}
  13. msg = (r"{fname}\(\) got an unexpected "
  14. r"keyword argument '{arg}'".format(fname=_fname, arg=bad_arg))
  15. with pytest.raises(TypeError, match=msg):
  16. validate_kwargs(_fname, kwargs, compat_args)
  17. @pytest.mark.parametrize("i", range(1, 3))
  18. def test_not_all_none(i):
  19. bad_arg = "foo"
  20. msg = (r"the '{arg}' parameter is not supported "
  21. r"in the pandas implementation of {func}\(\)".
  22. format(arg=bad_arg, func=_fname))
  23. compat_args = OrderedDict()
  24. compat_args["foo"] = 1
  25. compat_args["bar"] = "s"
  26. compat_args["baz"] = None
  27. kwarg_keys = ("foo", "bar", "baz")
  28. kwarg_vals = (2, "s", None)
  29. kwargs = dict(zip(kwarg_keys[:i], kwarg_vals[:i]))
  30. with pytest.raises(ValueError, match=msg):
  31. validate_kwargs(_fname, kwargs, compat_args)
  32. def test_validation():
  33. # No exceptions should be raised.
  34. compat_args = OrderedDict()
  35. compat_args["f"] = None
  36. compat_args["b"] = 1
  37. compat_args["ba"] = "s"
  38. kwargs = dict(f=None, b=1)
  39. validate_kwargs(_fname, kwargs, compat_args)
  40. @pytest.mark.parametrize("name", ["inplace", "copy"])
  41. @pytest.mark.parametrize("value", [1, "True", [1, 2, 3], 5.0])
  42. def test_validate_bool_kwarg_fail(name, value):
  43. msg = ("For argument \"%s\" expected type bool, received type %s" %
  44. (name, type(value).__name__))
  45. with pytest.raises(ValueError, match=msg):
  46. validate_bool_kwarg(value, name)
  47. @pytest.mark.parametrize("name", ["inplace", "copy"])
  48. @pytest.mark.parametrize("value", [True, False, None])
  49. def test_validate_bool_kwarg(name, value):
  50. assert validate_bool_kwarg(value, name) == value