
    bMhI                     (    d dl Zd dlZd dlmZ d ZdS )    Nc                     d} d}d}d}t           j                            d                              | |f          }t           j        |t           j                            d                              |           |k     <   t          j        |          }t           j                            d                              d||           }|                    |          }|	                                }d |D             }	t          j
        |	d          }
|
j                            |j        j                  |
_        t          j        ||
           d S )	Ni        g?r   )sizec                 l    g | ]1\  }}|                                                     |          j        2S  )skewto_frameT).0igrps      f/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/pandas/tests/groupby/methods/test_skew.py
<listcomp>z1test_groupby_skew_equivalence.<locals>.<listcomp>   s5    999FAssxxzz""1%%'999    )axis)nprandomdefault_rngstandard_normalnanpd	DataFrameintegersgroupbyr	   concatindexastypedtypetmassert_frame_equal)nrowsngroupsncolsnan_fracarrdfgrpsgbresultgrpwiseexpecteds              r   test_groupby_skew_equivalencer-      s!    EGEH
)


"
"
2
2E5>
B
BC=?VC	a  ''..9:	c		B9  ##,,Qe,DDD	D		BWWYYF99b999Gyq)))H^**6<+=>>HN&(+++++r   )numpyr   pandasr   pandas._testing_testingr    r-   r   r   r   <module>r2      sH                 , , , , ,r   