本文整理汇总了Python中pandas.core.dtypes.common.pandas_dtype方法的典型用法代码示例。如果您正苦于以下问题：Python common.pandas_dtype方法的具体用法？Python common.pandas_dtype怎么用？Python common.pandas_dtype使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类pandas.core.dtypes.common的用法示例。
在下文中一共展示了common.pandas_dtype方法的13个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: test_dtype_equal_strict
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_dtype_equal_strict():
# we are strict on kind equality
for dtype in [np.int8, np.int16, np.int32]:
assert not com.is_dtype_equal(np.int64, dtype)
for dtype in [np.float32]:
assert not com.is_dtype_equal(np.float64, dtype)
# strict w.r.t. PeriodDtype
assert not com.is_dtype_equal(PeriodDtype('D'), PeriodDtype('2D'))
# strict w.r.t. datetime64
assert not com.is_dtype_equal(
com.pandas_dtype('datetime64[ns, US/Eastern]'),
com.pandas_dtype('datetime64[ns, CET]'))
# see gh-15941: no exception should be raised
assert not com.is_dtype_equal(None, None) 示例2: test_invalid_dtype_error
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_invalid_dtype_error(self, box):
with pytest.raises(TypeError, match='not understood'):
com.pandas_dtype(box) 示例3: test_pandas_dtype_valid
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_pandas_dtype_valid(self, dtype):
assert com.pandas_dtype(dtype) == dtype 示例4: test_numpy_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_numpy_dtype(self, dtype):
assert com.pandas_dtype(dtype) == np.dtype(dtype) 示例5: test_numpy_string_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_numpy_string_dtype(self):
# do not parse freq-like string as period dtype
assert com.pandas_dtype('U') == np.dtype('U')
assert com.pandas_dtype('S') == np.dtype('S') 示例6: test_datetimetz_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_datetimetz_dtype(self, dtype):
assert (com.pandas_dtype(dtype) ==
DatetimeTZDtype.construct_from_string(dtype))
assert com.pandas_dtype(dtype) == dtype 示例7: test_period_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_period_dtype(self, dtype):
assert com.pandas_dtype(dtype) is PeriodDtype(dtype)
assert com.pandas_dtype(dtype) == PeriodDtype(dtype)
assert com.pandas_dtype(dtype) == dtype 示例8: test_invalid_dtype_error
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_invalid_dtype_error(self, box):
with tm.assert_raises_regex(TypeError, 'not understood'):
com.pandas_dtype(box) 示例9: test_datetimetz_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_datetimetz_dtype(self, dtype):
assert com.pandas_dtype(dtype) is DatetimeTZDtype(dtype)
assert com.pandas_dtype(dtype) == DatetimeTZDtype(dtype)
assert com.pandas_dtype(dtype) == dtype 示例10: test_invalid_dtype_error
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_invalid_dtype_error(self):
msg = 'not understood'
invalid_list = [pd.Timestamp, 'pd.Timestamp', list]
for dtype in invalid_list:
with tm.assert_raises_regex(TypeError, msg):
com.pandas_dtype(dtype)
valid_list = [object, 'float64', np.object_, np.dtype('object'), 'O',
np.float64, float, np.dtype('float64')]
for dtype in valid_list:
com.pandas_dtype(dtype) 示例11: test_numpy_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_numpy_dtype(self):
for dtype in ['M8[ns]', 'm8[ns]', 'object', 'float64', 'int64']:
assert com.pandas_dtype(dtype) == np.dtype(dtype) 示例12: test_datetimetz_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_datetimetz_dtype(self):
for dtype in ['datetime64[ns, US/Eastern]',
'datetime64[ns, Asia/Tokyo]',
'datetime64[ns, UTC]']:
assert com.pandas_dtype(dtype) is DatetimeTZDtype(dtype)
assert com.pandas_dtype(dtype) == DatetimeTZDtype(dtype)
assert com.pandas_dtype(dtype) == dtype 示例13: test_categorical_dtype
# 需要导入模块: from pandas.core.dtypes import common [as 别名]
# 或者: from pandas.core.dtypes.common import pandas_dtype [as 别名]
def test_categorical_dtype(self):
assert com.pandas_dtype('category') == CategoricalDtype()