a
    j=ic                  
   @   s  d dl Zd dlZd dlmZ d dlmZ d dlm	Z	m
Z
 ejddgddd Zejddgdd	d
 Zejddgddd Zejddgddd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd Ze dd Ze dd  Zejee	dd!d" Zejee
dd#d$ Zejee	ee
 dd%d& Zejddgdd'd( Zejdgdd)d* Zejdgdd+d, Zejd-i fd.d/d0ifd.d/d ifd1d/d0ifd1d/d ifd2i fd3i fd4i fgg d5d6d7d8 Z dS )9    N	DataFrame)reduction_kernelstransformation_kernelsTF)paramsc                 C   s   | j S Nparamrequest r   n/home/droni/.local/share/virtualenvs/DPS-5Je3_V2c/lib/python3.9/site-packages/pandas/tests/groupby/conftest.pysort   s    r   c                 C   s   | j S r   r   r
   r   r   r   as_index   s    r   c                 C   s   | j S r   r   r
   r   r   r   dropna   s    r   c                 C   s   | j S r   r   r
   r   r   r   observed   s    r   c                 C   s   | S r   r   )Z multiindex_dataframe_random_datar   r   r   mframe    s    r   c                   C   s*   t g dg dtjdtjddS )Nfoobarr   r   r   r   r   r   oner   twothreer   r   r   r      ABCDr   nprandomrandnr   r   r   r   df%   s    

r$   c                   C   s   t  S r   )tmZmakeTimeSeriesr   r   r   r   ts1   s    r&   c                   C   s   t  S r   )r%   ZgetTimeSeriesDatar   r   r   r   tsd6   s    r'   c                 C   s   t | S r   r   )r'   r   r   r   tsframe;   s    r(   c                   C   s4   t g dg dtjdtjtjddddS )Nr   r   r   float32)Zdtyper   )r   r!   r"   r#   arrayr   r   r   r   df_mixed_floats@   s    
r+   c                	   C   s:   t g dg dg dtjdtjdtjddS )N)r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   )dullr,   shinyr,   r,   r-   r-   r,   r-   r-   r-      )r   r   r   r   EFr    r   r   r   r   three_groupL   s    


r1   c               	   C   sN   g dg dg dg dg dg dg dg dg} t | g d	d
}|dS )N)r   aZa0_at_0)   bZb0_at_1)   r2   Za1_at_2)   r4   Zb1_at_3)   cZc0_at_4)   r2   Za2_at_5)   r2   Za3_at_6)   r2   Za4_at_7)IndexGroupValue)columnsr<   )r   Z	set_index)datar$   r   r   r   slice_test_df~   s    
rA   c                 C   s   | j dddS )Nr=   F)r   )groupby)rA   r   r   r   slice_test_grouped   s    rC   c                 C   s   | j S )zT
    yields the string names of all groupby reduction functions, one at a time.
    r   r
   r   r   r   reduction_func   s    rD   c                 C   s   | j S )z@yields the string names of all groupby transformation functions.r   r
   r   r   r   transformation_func   s    rE   c                 C   s   | j S )z5yields both aggregation and transformation functions.r   r
   r   r   r   groupby_func   s    rF   c                 C   s   | j S )z'parallel keyword argument for numba.jitr   r
   r   r   r   parallel   s    rG   c                 C   s   | j S )z$nogil keyword argument for numba.jitr   r
   r   r   r   nogil   s    rH   c                 C   s   | j S )z'nopython keyword argument for numba.jitr   r
   r   r   r   nopython   s    rI   meanvarZddofr3   Zstdsumminmax)rJ   Zvar_1Zvar_0Zstd_1Zstd_0rL   rM   rN   )r   Zidsc                 C   s   | j S )z(reductions supported with engine='numba'r   r
   r   r   r   numba_supported_reductions   s    rO   )!numpyr!   ZpytestZpandasr   Zpandas._testingZ_testingr%   Zpandas.core.groupby.baser   r   Zfixturer   r   r   r   r   r$   r&   r'   r(   r+   r1   rA   rC   sortedrD   rE   rF   rG   rH   rI   rO   r   r   r   r   <module>   sn   










1





	






