o
    ŀg                     @   s   d dl Zd dlZd dlZd dlmZ ejdgddggddd Z	e dd Z
ejd	dejdd
fdgejdd
gfddgdejdd
gfddgejdd
dgfgdd Zejdddddgdgdgddgddgg dg dg
dd ZdS )    Ninnerouter)paramsc                 C   s>   | j }tg dg dtdg dd}|r||}|S )Nar   r   br   r            r	   r
   r      oner   twor   r   r   r   r   AB)parampd	DataFramenparange	set_index)requestlevelsdf r   ]/var/www/html/myenv/lib/python3.10/site-packages/pandas/tests/groupby/test_index_as_string.pyframe   s   
r   c                  C   s<   t g dg dtdg dd} | g dd }|S )Nr   r   r   r   r   )r   r   r   r   )r   r   r   r   r   )r   sr   r   r   series   s   r    zkey_strs,grouperslevelr   c                 C   sd   d|vs	d| j v r| |jdd}| |jdd}n| | }| | }t|| d S )Nr   r   T)numeric_only)columnsgroupbymeantmassert_frame_equal)r   key_strsgroupersresultexpectedr   r   r   "test_grouper_index_level_as_string(   s   
r-   r   )r   r   r   )r   r   r   c                 C   sR   t |trdd |D }ntj|d}| | }| | }t|| d S )Nc                 S   s   g | ]}t j|d qS )r!   )r   Grouper).0lvr   r   r   
<listcomp>M   s    z=test_grouper_index_level_as_string_series.<locals>.<listcomp>r!   )
isinstancelistr   r.   r%   r&   r'   assert_series_equal)r    r   r*   r,   r+   r   r   r   )test_grouper_index_level_as_string_series;   s   
r5   )numpyr   pytestpandasr   pandas._testing_testingr'   fixturer   r    markparametrizer.   r-   r5   r   r   r   r   <module>   s@    


	
