|
7 | 7 | """
|
8 | 8 |
|
9 | 9 | import collections
|
10 |
| -import warnings |
11 | 10 | import copy
|
12 |
| -from textwrap import dedent |
| 11 | +import warnings |
13 | 12 | from functools import partial
|
| 13 | +from textwrap import dedent |
14 | 14 |
|
15 | 15 | import numpy as np
|
16 | 16 |
|
17 |
| -from pandas._libs import lib, Timestamp |
18 |
| -from pandas.util._decorators import Substitution, Appender |
19 |
| -from pandas import compat |
20 |
| - |
21 |
| -import pandas.core.indexes.base as ibase |
| 17 | +import pandas.core.algorithms as algorithms |
22 | 18 | import pandas.core.common as com
|
23 |
| -from pandas.core.panel import Panel |
| 19 | +import pandas.core.indexes.base as ibase |
| 20 | +from pandas import compat |
| 21 | +from pandas._libs import Timestamp, lib |
24 | 22 | from pandas.compat import lzip, map
|
25 |
| - |
26 |
| -from pandas.core.series import Series |
27 |
| -from pandas.core.generic import _shared_docs |
28 |
| -from pandas.core.groupby.groupby import ( |
29 |
| - GroupBy, _apply_docs, _transform_template) |
30 |
| -from pandas.core.generic import NDFrame |
31 |
| -from pandas.core.groupby import base |
| 23 | +from pandas.compat.numpy import _np_version_under1p13 |
| 24 | +from pandas.core.arrays import Categorical |
| 25 | +from pandas.core.base import DataError, SpecificationError |
| 26 | +from pandas.core.dtypes.cast import maybe_downcast_to_dtype |
32 | 27 | from pandas.core.dtypes.common import (
|
33 |
| - is_scalar, |
34 |
| - is_bool, |
35 |
| - is_datetimelike, |
36 |
| - is_numeric_dtype, |
37 |
| - is_integer_dtype, |
38 |
| - is_interval_dtype, |
39 |
| - ensure_platform_int, |
40 |
| - ensure_int64) |
| 28 | + ensure_int64, ensure_platform_int, is_bool, is_datetimelike, |
| 29 | + is_integer_dtype, is_interval_dtype, is_numeric_dtype, is_scalar |
| 30 | +) |
41 | 31 | from pandas.core.dtypes.missing import isna, notna
|
42 |
| -import pandas.core.algorithms as algorithms |
43 | 32 | from pandas.core.frame import DataFrame
|
44 |
| -from pandas.core.dtypes.cast import maybe_downcast_to_dtype |
45 |
| -from pandas.core.base import SpecificationError, DataError |
46 |
| -from pandas.core.index import Index, MultiIndex, CategoricalIndex |
47 |
| -from pandas.core.arrays import Categorical |
| 33 | +from pandas.core.generic import NDFrame, _shared_docs |
| 34 | +from pandas.core.groupby import base |
| 35 | +from pandas.core.groupby.groupby import ( |
| 36 | + GroupBy, _apply_docs, _transform_template |
| 37 | +) |
| 38 | +from pandas.core.index import CategoricalIndex, Index, MultiIndex |
48 | 39 | from pandas.core.internals import BlockManager, make_block
|
49 |
| -from pandas.compat.numpy import _np_version_under1p13 |
50 |
| - |
| 40 | +from pandas.core.panel import Panel |
| 41 | +from pandas.core.series import Series |
51 | 42 | from pandas.plotting._core import boxplot_frame_groupby
|
| 43 | +from pandas.util._decorators import Appender, Substitution |
52 | 44 |
|
53 | 45 |
|
54 | 46 | class NDFrameGroupBy(GroupBy):
|
|
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