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    ¾mœd  ã                   @   s@   d dl Zd dlZd dlmZmZ d dlmZ dd„ Z	dd„ Z
dS )é    N)Ú	DataFrameÚIndexc               	   C   s”   t j d¡} tddddddddg|  d¡|  d¡dœƒ}dd„ }dd	„ }| d
¡ |¡ |¡}tddgdd
d�}tj	ddgd|d�}t
 ||¡ d S )NiÒ–IZfooÚbaré   )ÚAÚBÚCc                 S   s   | j  ¡ | j ¡  ¡  S ©N)r   Úmaxr   Úmin)Údfgb© r   úW/home/sam/Atlas/atlas_env/lib/python3.8/site-packages/pandas/tests/groupby/test_pipe.pyÚf   s    ztest_pipe.<locals>.fc                 S   s   | d S )Né   r   )Zsrsr   r   r   Úsquare   s    ztest_pipe.<locals>.squarer   Úobject)ÚdtypeÚnamegÂÖ®vqû!@g‰	Ö¯Y @r   )r   Úindex)ÚnpÚrandomZRandomStater   ZrandnÚgroupbyÚpiper   ÚpdÚSeriesÚtmÚassert_series_equal)Zrandom_stateÚdfr   r   Úresultr   Úexpectedr   r   r   Ú	test_pipe   s    ýÿr!   c                  C   sô   t dddddgdddddgdd	d
ddgdœƒ} dd„ }dd„ }dd„ }|  d¡ |d¡ |d¡ |d¡}tddgdd�}tjddg|d�}t ||¡ t ddddddg¡}| |¡ dd „ ¡}tjd!d"d#gtdddgtj	d$�d�}t ||¡ d S )%Nr   r   r   g      ð?g       @g      @g      @g      $@g      Y@g     @�@g      YÀg     @�À)ÚgroupÚxÚyc                    s    | j ‡ fdd„dd�}| d¡S )Nc                    s   | j  ¡ ˆ kS r	   )r$   Zmean©Úgrp©Úarg1r   r   Ú<lambda>9   ó    z+test_pipe_args.<locals>.f.<locals>.<lambda>F)Zdropnar"   )Úfilterr   )r   r(   Úfilteredr   r'   r   r   8   s    ztest_pipe_args.<locals>.fc                 S   s   |   ¡ |   ¡   ¡  | S r	   )Úsum)r   Zarg2r   r   r   Úg<   s    ztest_pipe_args.<locals>.gc                 S   s   | j | j | S r	   )r#   r$   )r   Zarg3r   r   r   Úh?   s    ztest_pipe_args.<locals>.hr"   r   é
   éd   )r   g#�šáSÀgùÜbeøžSÀ)r   é   r   é   c                 S   s   |   ¡ |  ¡  S r	   )r-   Úcountr%   r   r   r   r)   L   r*   z test_pipe_args.<locals>.<lambda>é   r   é   )r   )
r   r   r   r   r   r   r   r   r   Zint64)r   r   r.   r/   r   r   r    Zserr   r   r   Útest_pipe_args,   s"    ýÿ"$r7   )Únumpyr   Zpandasr   r   r   Zpandas._testingZ_testingr   r!   r7   r   r   r   r   Ú<module>   s
   !