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- import numpy as np
- import pytest
- from pandas.core.dtypes import dtypes
- from pandas.core.dtypes.common import is_extension_array_dtype
- import pandas as pd
- from pandas.core.arrays import ExtensionArray
- import pandas.util.testing as tm
- class DummyDtype(dtypes.ExtensionDtype):
- pass
- class DummyArray(ExtensionArray):
- def __init__(self, data):
- self.data = data
- def __array__(self, dtype):
- return self.data
- @property
- def dtype(self):
- return DummyDtype()
- def astype(self, dtype, copy=True):
- # we don't support anything but a single dtype
- if isinstance(dtype, DummyDtype):
- if copy:
- return type(self)(self.data)
- return self
- return np.array(self, dtype=dtype, copy=copy)
- class TestExtensionArrayDtype(object):
- @pytest.mark.parametrize('values', [
- pd.Categorical([]),
- pd.Categorical([]).dtype,
- pd.Series(pd.Categorical([])),
- DummyDtype(),
- DummyArray(np.array([1, 2])),
- ])
- def test_is_extension_array_dtype(self, values):
- assert is_extension_array_dtype(values)
- @pytest.mark.parametrize('values', [
- np.array([]),
- pd.Series(np.array([])),
- ])
- def test_is_not_extension_array_dtype(self, values):
- assert not is_extension_array_dtype(values)
- def test_astype():
- arr = DummyArray(np.array([1, 2, 3]))
- expected = np.array([1, 2, 3], dtype=object)
- result = arr.astype(object)
- tm.assert_numpy_array_equal(result, expected)
- result = arr.astype('object')
- tm.assert_numpy_array_equal(result, expected)
- def test_astype_no_copy():
- arr = DummyArray(np.array([1, 2, 3], dtype=np.int64))
- result = arr.astype(arr.dtype, copy=False)
- assert arr is result
- result = arr.astype(arr.dtype)
- assert arr is not result
- @pytest.mark.parametrize('dtype', [
- dtypes.CategoricalDtype(),
- dtypes.IntervalDtype(),
- ])
- def test_is_extension_array_dtype(dtype):
- assert isinstance(dtype, dtypes.ExtensionDtype)
- assert is_extension_array_dtype(dtype)
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