513 lines
17 KiB
Python
513 lines
17 KiB
Python
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# -*- coding: utf-8 -*-
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import os
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import locale
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import codecs
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import sys
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from uuid import uuid4
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from collections import OrderedDict
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import pytest
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from pandas.compat import intern, PY3
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import pandas.core.common as com
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from pandas.util._move import move_into_mutable_buffer, BadMove, stolenbuf
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from pandas.util._decorators import deprecate_kwarg, make_signature
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from pandas.util._validators import (validate_args, validate_kwargs,
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validate_args_and_kwargs,
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validate_bool_kwarg)
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import pandas.util.testing as tm
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import pandas.util._test_decorators as td
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class TestDecorators(object):
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def setup_method(self, method):
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@deprecate_kwarg('old', 'new')
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def _f1(new=False):
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return new
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@deprecate_kwarg('old', 'new', {'yes': True, 'no': False})
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def _f2(new=False):
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return new
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@deprecate_kwarg('old', 'new', lambda x: x + 1)
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def _f3(new=0):
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return new
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@deprecate_kwarg('old', None)
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def _f4(old=True, unchanged=True):
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return old
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self.f1 = _f1
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self.f2 = _f2
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self.f3 = _f3
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self.f4 = _f4
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def test_deprecate_kwarg(self):
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x = 78
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with tm.assert_produces_warning(FutureWarning):
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result = self.f1(old=x)
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assert result is x
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with tm.assert_produces_warning(None):
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self.f1(new=x)
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def test_dict_deprecate_kwarg(self):
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x = 'yes'
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with tm.assert_produces_warning(FutureWarning):
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result = self.f2(old=x)
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assert result
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def test_missing_deprecate_kwarg(self):
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x = 'bogus'
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with tm.assert_produces_warning(FutureWarning):
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result = self.f2(old=x)
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assert result == 'bogus'
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def test_callable_deprecate_kwarg(self):
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x = 5
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with tm.assert_produces_warning(FutureWarning):
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result = self.f3(old=x)
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assert result == x + 1
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with pytest.raises(TypeError):
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self.f3(old='hello')
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def test_bad_deprecate_kwarg(self):
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with pytest.raises(TypeError):
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@deprecate_kwarg('old', 'new', 0)
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def f4(new=None):
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pass
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def test_deprecate_keyword(self):
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x = 9
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with tm.assert_produces_warning(FutureWarning):
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result = self.f4(old=x)
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assert result is x
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with tm.assert_produces_warning(None):
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result = self.f4(unchanged=x)
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assert result is True
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def test_rands():
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r = tm.rands(10)
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assert(len(r) == 10)
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def test_rands_array():
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arr = tm.rands_array(5, size=10)
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assert(arr.shape == (10,))
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assert(len(arr[0]) == 5)
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arr = tm.rands_array(7, size=(10, 10))
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assert(arr.shape == (10, 10))
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assert(len(arr[1, 1]) == 7)
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class TestValidateArgs(object):
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fname = 'func'
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def test_bad_min_fname_arg_count(self):
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msg = "'max_fname_arg_count' must be non-negative"
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with tm.assert_raises_regex(ValueError, msg):
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validate_args(self.fname, (None,), -1, 'foo')
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def test_bad_arg_length_max_value_single(self):
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args = (None, None)
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compat_args = ('foo',)
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min_fname_arg_count = 0
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max_length = len(compat_args) + min_fname_arg_count
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actual_length = len(args) + min_fname_arg_count
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msg = (r"{fname}\(\) takes at most {max_length} "
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r"argument \({actual_length} given\)"
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.format(fname=self.fname, max_length=max_length,
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actual_length=actual_length))
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with tm.assert_raises_regex(TypeError, msg):
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validate_args(self.fname, args,
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min_fname_arg_count,
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compat_args)
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def test_bad_arg_length_max_value_multiple(self):
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args = (None, None)
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compat_args = dict(foo=None)
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min_fname_arg_count = 2
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max_length = len(compat_args) + min_fname_arg_count
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actual_length = len(args) + min_fname_arg_count
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msg = (r"{fname}\(\) takes at most {max_length} "
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r"arguments \({actual_length} given\)"
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.format(fname=self.fname, max_length=max_length,
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actual_length=actual_length))
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with tm.assert_raises_regex(TypeError, msg):
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validate_args(self.fname, args,
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min_fname_arg_count,
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compat_args)
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def test_not_all_defaults(self):
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bad_arg = 'foo'
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msg = ("the '{arg}' parameter is not supported "
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r"in the pandas implementation of {func}\(\)".
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format(arg=bad_arg, func=self.fname))
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compat_args = OrderedDict()
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compat_args['foo'] = 2
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compat_args['bar'] = -1
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compat_args['baz'] = 3
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arg_vals = (1, -1, 3)
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for i in range(1, 3):
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with tm.assert_raises_regex(ValueError, msg):
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validate_args(self.fname, arg_vals[:i], 2, compat_args)
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def test_validation(self):
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# No exceptions should be thrown
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validate_args(self.fname, (None,), 2, dict(out=None))
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compat_args = OrderedDict()
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compat_args['axis'] = 1
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compat_args['out'] = None
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validate_args(self.fname, (1, None), 2, compat_args)
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class TestValidateKwargs(object):
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fname = 'func'
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def test_bad_kwarg(self):
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goodarg = 'f'
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badarg = goodarg + 'o'
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compat_args = OrderedDict()
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compat_args[goodarg] = 'foo'
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compat_args[badarg + 'o'] = 'bar'
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kwargs = {goodarg: 'foo', badarg: 'bar'}
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msg = (r"{fname}\(\) got an unexpected "
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r"keyword argument '{arg}'".format(
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fname=self.fname, arg=badarg))
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with tm.assert_raises_regex(TypeError, msg):
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validate_kwargs(self.fname, kwargs, compat_args)
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def test_not_all_none(self):
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bad_arg = 'foo'
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msg = (r"the '{arg}' parameter is not supported "
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r"in the pandas implementation of {func}\(\)".
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format(arg=bad_arg, func=self.fname))
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compat_args = OrderedDict()
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compat_args['foo'] = 1
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compat_args['bar'] = 's'
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compat_args['baz'] = None
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kwarg_keys = ('foo', 'bar', 'baz')
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kwarg_vals = (2, 's', None)
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for i in range(1, 3):
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kwargs = dict(zip(kwarg_keys[:i],
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kwarg_vals[:i]))
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with tm.assert_raises_regex(ValueError, msg):
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validate_kwargs(self.fname, kwargs, compat_args)
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def test_validation(self):
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# No exceptions should be thrown
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compat_args = OrderedDict()
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compat_args['f'] = None
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compat_args['b'] = 1
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compat_args['ba'] = 's'
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kwargs = dict(f=None, b=1)
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validate_kwargs(self.fname, kwargs, compat_args)
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def test_validate_bool_kwarg(self):
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arg_names = ['inplace', 'copy']
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invalid_values = [1, "True", [1, 2, 3], 5.0]
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valid_values = [True, False, None]
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for name in arg_names:
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for value in invalid_values:
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with tm.assert_raises_regex(ValueError,
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"For argument \"%s\" "
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"expected type bool, "
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"received type %s" %
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(name, type(value).__name__)):
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validate_bool_kwarg(value, name)
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for value in valid_values:
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assert validate_bool_kwarg(value, name) == value
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class TestValidateKwargsAndArgs(object):
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fname = 'func'
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def test_invalid_total_length_max_length_one(self):
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compat_args = ('foo',)
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kwargs = {'foo': 'FOO'}
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args = ('FoO', 'BaZ')
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min_fname_arg_count = 0
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max_length = len(compat_args) + min_fname_arg_count
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actual_length = len(kwargs) + len(args) + min_fname_arg_count
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msg = (r"{fname}\(\) takes at most {max_length} "
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r"argument \({actual_length} given\)"
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.format(fname=self.fname, max_length=max_length,
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actual_length=actual_length))
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with tm.assert_raises_regex(TypeError, msg):
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validate_args_and_kwargs(self.fname, args, kwargs,
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min_fname_arg_count,
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compat_args)
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def test_invalid_total_length_max_length_multiple(self):
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compat_args = ('foo', 'bar', 'baz')
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kwargs = {'foo': 'FOO', 'bar': 'BAR'}
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args = ('FoO', 'BaZ')
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min_fname_arg_count = 2
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max_length = len(compat_args) + min_fname_arg_count
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actual_length = len(kwargs) + len(args) + min_fname_arg_count
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msg = (r"{fname}\(\) takes at most {max_length} "
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r"arguments \({actual_length} given\)"
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.format(fname=self.fname, max_length=max_length,
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actual_length=actual_length))
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with tm.assert_raises_regex(TypeError, msg):
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validate_args_and_kwargs(self.fname, args, kwargs,
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min_fname_arg_count,
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compat_args)
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def test_no_args_with_kwargs(self):
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bad_arg = 'bar'
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min_fname_arg_count = 2
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compat_args = OrderedDict()
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compat_args['foo'] = -5
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compat_args[bad_arg] = 1
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msg = (r"the '{arg}' parameter is not supported "
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r"in the pandas implementation of {func}\(\)".
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format(arg=bad_arg, func=self.fname))
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args = ()
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kwargs = {'foo': -5, bad_arg: 2}
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tm.assert_raises_regex(ValueError, msg,
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validate_args_and_kwargs,
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self.fname, args, kwargs,
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min_fname_arg_count, compat_args)
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args = (-5, 2)
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kwargs = {}
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tm.assert_raises_regex(ValueError, msg,
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validate_args_and_kwargs,
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self.fname, args, kwargs,
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min_fname_arg_count, compat_args)
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def test_duplicate_argument(self):
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min_fname_arg_count = 2
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compat_args = OrderedDict()
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compat_args['foo'] = None
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compat_args['bar'] = None
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compat_args['baz'] = None
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kwargs = {'foo': None, 'bar': None}
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args = (None,) # duplicate value for 'foo'
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msg = (r"{fname}\(\) got multiple values for keyword "
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r"argument '{arg}'".format(fname=self.fname, arg='foo'))
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with tm.assert_raises_regex(TypeError, msg):
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validate_args_and_kwargs(self.fname, args, kwargs,
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min_fname_arg_count,
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compat_args)
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def test_validation(self):
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# No exceptions should be thrown
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compat_args = OrderedDict()
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compat_args['foo'] = 1
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compat_args['bar'] = None
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compat_args['baz'] = -2
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kwargs = {'baz': -2}
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args = (1, None)
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min_fname_arg_count = 2
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validate_args_and_kwargs(self.fname, args, kwargs,
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min_fname_arg_count,
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compat_args)
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class TestMove(object):
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def test_cannot_create_instance_of_stolenbuffer(self):
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"""Stolen buffers need to be created through the smart constructor
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``move_into_mutable_buffer`` which has a bunch of checks in it.
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"""
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msg = "cannot create 'pandas.util._move.stolenbuf' instances"
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with tm.assert_raises_regex(TypeError, msg):
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stolenbuf()
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def test_more_than_one_ref(self):
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"""Test case for when we try to use ``move_into_mutable_buffer`` when
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the object being moved has other references.
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"""
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b = b'testing'
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with pytest.raises(BadMove) as e:
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def handle_success(type_, value, tb):
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assert value.args[0] is b
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return type(e).handle_success(e, type_, value, tb) # super
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e.handle_success = handle_success
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move_into_mutable_buffer(b)
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def test_exactly_one_ref(self):
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"""Test case for when the object being moved has exactly one reference.
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"""
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b = b'testing'
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# We need to pass an expression on the stack to ensure that there are
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|
# not extra references hanging around. We cannot rewrite this test as
|
||
|
|
# buf = b[:-3]
|
||
|
|
# as_stolen_buf = move_into_mutable_buffer(buf)
|
||
|
|
# because then we would have more than one reference to buf.
|
||
|
|
as_stolen_buf = move_into_mutable_buffer(b[:-3])
|
||
|
|
|
||
|
|
# materialize as bytearray to show that it is mutable
|
||
|
|
assert bytearray(as_stolen_buf) == b'test'
|
||
|
|
|
||
|
|
@pytest.mark.skipif(PY3, reason='bytes objects cannot be interned in py3')
|
||
|
|
def test_interned(self):
|
||
|
|
salt = uuid4().hex
|
||
|
|
|
||
|
|
def make_string():
|
||
|
|
# We need to actually create a new string so that it has refcount
|
||
|
|
# one. We use a uuid so that we know the string could not already
|
||
|
|
# be in the intern table.
|
||
|
|
return ''.join(('testing: ', salt))
|
||
|
|
|
||
|
|
# This should work, the string has one reference on the stack.
|
||
|
|
move_into_mutable_buffer(make_string())
|
||
|
|
|
||
|
|
refcount = [None] # nonlocal
|
||
|
|
|
||
|
|
def ref_capture(ob):
|
||
|
|
# Subtract two because those are the references owned by this
|
||
|
|
# frame:
|
||
|
|
# 1. The local variables of this stack frame.
|
||
|
|
# 2. The python data stack of this stack frame.
|
||
|
|
refcount[0] = sys.getrefcount(ob) - 2
|
||
|
|
return ob
|
||
|
|
|
||
|
|
with pytest.raises(BadMove):
|
||
|
|
# If we intern the string it will still have one reference but now
|
||
|
|
# it is in the intern table so if other people intern the same
|
||
|
|
# string while the mutable buffer holds the first string they will
|
||
|
|
# be the same instance.
|
||
|
|
move_into_mutable_buffer(ref_capture(intern(make_string()))) # noqa
|
||
|
|
|
||
|
|
assert refcount[0] == 1
|
||
|
|
|
||
|
|
|
||
|
|
def test_numpy_errstate_is_default():
|
||
|
|
# The defaults since numpy 1.6.0
|
||
|
|
expected = {'over': 'warn', 'divide': 'warn', 'invalid': 'warn',
|
||
|
|
'under': 'ignore'}
|
||
|
|
import numpy as np
|
||
|
|
from pandas.compat import numpy # noqa
|
||
|
|
# The errstate should be unchanged after that import.
|
||
|
|
assert np.geterr() == expected
|
||
|
|
|
||
|
|
|
||
|
|
@td.skip_if_windows
|
||
|
|
class TestLocaleUtils(object):
|
||
|
|
|
||
|
|
@classmethod
|
||
|
|
def setup_class(cls):
|
||
|
|
cls.locales = tm.get_locales()
|
||
|
|
cls.current_locale = locale.getlocale()
|
||
|
|
|
||
|
|
if not cls.locales:
|
||
|
|
pytest.skip("No locales found")
|
||
|
|
|
||
|
|
@classmethod
|
||
|
|
def teardown_class(cls):
|
||
|
|
del cls.locales
|
||
|
|
del cls.current_locale
|
||
|
|
|
||
|
|
def test_get_locales(self):
|
||
|
|
# all systems should have at least a single locale
|
||
|
|
assert len(tm.get_locales()) > 0
|
||
|
|
|
||
|
|
def test_get_locales_prefix(self):
|
||
|
|
if len(self.locales) == 1:
|
||
|
|
pytest.skip("Only a single locale found, no point in "
|
||
|
|
"trying to test filtering locale prefixes")
|
||
|
|
first_locale = self.locales[0]
|
||
|
|
assert len(tm.get_locales(prefix=first_locale[:2])) > 0
|
||
|
|
|
||
|
|
def test_set_locale(self):
|
||
|
|
if len(self.locales) == 1:
|
||
|
|
pytest.skip("Only a single locale found, no point in "
|
||
|
|
"trying to test setting another locale")
|
||
|
|
|
||
|
|
if com._all_none(*self.current_locale):
|
||
|
|
# Not sure why, but on some travis runs with pytest,
|
||
|
|
# getlocale() returned (None, None).
|
||
|
|
pytest.skip("Current locale is not set.")
|
||
|
|
|
||
|
|
locale_override = os.environ.get('LOCALE_OVERRIDE', None)
|
||
|
|
|
||
|
|
if locale_override is None:
|
||
|
|
lang, enc = 'it_CH', 'UTF-8'
|
||
|
|
elif locale_override == 'C':
|
||
|
|
lang, enc = 'en_US', 'ascii'
|
||
|
|
else:
|
||
|
|
lang, enc = locale_override.split('.')
|
||
|
|
|
||
|
|
enc = codecs.lookup(enc).name
|
||
|
|
new_locale = lang, enc
|
||
|
|
|
||
|
|
if not tm._can_set_locale(new_locale):
|
||
|
|
with pytest.raises(locale.Error):
|
||
|
|
with tm.set_locale(new_locale):
|
||
|
|
pass
|
||
|
|
else:
|
||
|
|
with tm.set_locale(new_locale) as normalized_locale:
|
||
|
|
new_lang, new_enc = normalized_locale.split('.')
|
||
|
|
new_enc = codecs.lookup(enc).name
|
||
|
|
normalized_locale = new_lang, new_enc
|
||
|
|
assert normalized_locale == new_locale
|
||
|
|
|
||
|
|
current_locale = locale.getlocale()
|
||
|
|
assert current_locale == self.current_locale
|
||
|
|
|
||
|
|
|
||
|
|
def test_make_signature():
|
||
|
|
# See GH 17608
|
||
|
|
# Case where the func does not have default kwargs
|
||
|
|
sig = make_signature(validate_kwargs)
|
||
|
|
assert sig == (['fname', 'kwargs', 'compat_args'],
|
||
|
|
['fname', 'kwargs', 'compat_args'])
|
||
|
|
|
||
|
|
# Case where the func does have default kwargs
|
||
|
|
sig = make_signature(deprecate_kwarg)
|
||
|
|
assert sig == (['old_arg_name', 'new_arg_name',
|
||
|
|
'mapping=None', 'stacklevel=2'],
|
||
|
|
['old_arg_name', 'new_arg_name', 'mapping', 'stacklevel'])
|
||
|
|
|
||
|
|
|
||
|
|
def test_safe_import(monkeypatch):
|
||
|
|
assert not td.safe_import("foo")
|
||
|
|
assert not td.safe_import("pandas", min_version="99.99.99")
|
||
|
|
|
||
|
|
# Create dummy module to be imported
|
||
|
|
import types
|
||
|
|
import sys
|
||
|
|
mod_name = "hello123"
|
||
|
|
mod = types.ModuleType(mod_name)
|
||
|
|
mod.__version__ = "1.5"
|
||
|
|
|
||
|
|
assert not td.safe_import(mod_name)
|
||
|
|
monkeypatch.setitem(sys.modules, mod_name, mod)
|
||
|
|
assert not td.safe_import(mod_name, min_version="2.0")
|
||
|
|
assert td.safe_import(mod_name, min_version="1.0")
|