a
    Pf                     @   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   b/var/www/ai-form-bot/venv/lib/python3.9/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 r8| |jdd}| |jdd}n| | }| | }t|| d S )Nr   r   T)Znumeric_only)columnsgroupbymeantmZassert_frame_equal)r   Z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       z=test_grouper_index_level_as_string_series.<locals>.<listcomp>r!   )
isinstancelistr   r+   r$   r%   r&   Zassert_series_equal)r    r   r'   r)   r(   r   r   r   )test_grouper_index_level_as_string_series;   s    
r2   )numpyr   ZpytestZpandasr   Zpandas._testingZ_testingr&   Zfixturer   r    markZparametrizer+   r*   r2   r   r   r   r   <module>   s>   

	

