o
    5ca                     @   s  d dl Zd dlZd dlmZ d dlm  mZ d dl	m
Z
mZmZmZmZ d dlmZ eddd Zeddd Zedejd	ejd
ddgejdddgdd Zedejd	ejd
ddgejdddgdd Zeddd Zedejdddgdddgddedddgdd Zeddd  Zedd!d" Zedd#d$ Zedejd	d%d& Zedd'd( Z dS ))    N)NumbaUtilError)	DataFrameIndexNamedAggSeriesoption_contextnumbac                  C   s   dd } t g dg ddddgd}tjtd	d
 |dj| dd W d    n1 s/w   Y  tjtd	d
 |dd j| dd W d    d S 1 sSw   Y  d S )Nc                 S      t | d S Ng@sumx r   _/var/www/html/gps/gps/lib/python3.10/site-packages/pandas/tests/groupby/aggregate/test_numba.pyincorrect_function      z;test_correct_function_signature.<locals>.incorrect_functionar   br   r         ?       @g      @g      @g      @keydatar   r   columnszThe first 2matchr   enginer   pytestraisesr   groupbyaggr   r   r   r   r   test_correct_function_signature   s   "r(   c                  C   s   dd } t g dg ddddgd}tjtd	d
 |dj| ddd W d    n1 s0w   Y  tjtd	d
 |dd j| ddd W d    d S 1 sUw   Y  d S )Nc                 S   r	   r
   r   valuesindexr   r   r   r   #   r   z6test_check_nopython_kwargs.<locals>.incorrect_functionr   r   r   r   r   r   znumba does not supportr   r      )r!   r   r"   r'   r   r   r   test_check_nopython_kwargs!   s   "r-   ignorejitTF
pandas_objr   r   c                 C   s   dd }| rdd l }||}tg dg ddddgd}|||d	}|d}	|d
kr1|	d }	|	j|d|d}
|	jdd dd}t|
| d S )Nc                 S      t | d S r
   npmeanr)   r   r   r   
func_numba7      z(test_numba_vs_cython.<locals>.func_numbar   r   r   r   r,   r,   r   nogilparallelnopythonr   r   r!   engine_kwargsc                 S   r1   r
   r2   r   r   r   r   <lambda>I       z&test_numba_vs_cython.<locals>.<lambda>cythonr    r   r/   r   r%   r&   tmassert_equal)r/   r0   r9   r:   r;   r5   r   r   r=   groupedresultexpectedr   r   r   test_numba_vs_cython1   s   

rG   c                 C   s  dd }dd }| rdd l }||}||}tg dg dddd	gd
}|||d}	|d}
|dkr:|
d	 }
|
j|d|	d}|
jdd dd}t|| |
j|d|	d}|
jdd dd}t|| |
j|d|	d}|
jdd dd}t|| d S )Nc                 S      t | d S Ng333333@r2   r)   r   r   r   func_1U   r6   ztest_cache.<locals>.func_1c                 S   r1   r
   r2   r)   r   r   r   func_2X   r6   ztest_cache.<locals>.func_2r   r   r   r7   r,   r   r8   r   r   r<   c                 S   rH   rI   r2   r   r   r   r   r>   j   r?   ztest_cache.<locals>.<lambda>r@   r    c                 S   r1   r
   r2   r   r   r   r   r>   o   r?   c                 S   rH   rI   r2   r   r   r   r   r>   t   r?   rA   )r/   r0   r9   r:   r;   rJ   rK   r   r   r=   rD   rE   rF   r   r   r   
test_cacheN   s,   


rL   c                  C   s   dd } t g dg ddddgd}|d}|j| d	d
}tdd |j| d d
}W d    n1 s6w   Y  t|| d S )Nc                 S   rH   rI   r2   r)   r   r   r   rJ   z   r6   z&test_use_global_config.<locals>.func_1r   r   r7   r   r,   r   r   r    zcompute.use_numbaT)r   r%   r&   r   rB   assert_frame_equal)rJ   r   rD   rF   rE   r   r   r   test_use_global_configx   s   
rN   agg_funcminmaxr   )BCrR   )columnaggfuncc                 C   s   t g dg ddddgd}|d}tjtdd |j| d	d
 W d    n1 s-w   Y  tjtdd |d j| d	d
 W d    d S 1 sNw   Y  d S )Nr   r   r7   r   r,   r   zNumba engine canr   r   r    )r   r%   r#   r$   NotImplementedErrorr&   )rO   r   rD   r   r   r   test_multifunc_notimplimented   s   
"rW   c                  C   s   dd } t g dg dd}|dd }|j| dd	d
}tdgd dtddgddd}t|| |j| dd	d
}tdgd dtddgddd}t|| d S )Nc                 S   s   | | d    S Nr   )r*   r+   nr   r   r   sum_last   s   z&test_args_not_cached.<locals>.sum_last)r   r   r,   r,   )r,   r,   r,   r,   )idr   r[   r   r,   r   r    r      r   name)r^   r+   r   )r   r%   r&   r   r   rB   assert_series_equal)rZ   df	grouped_xrE   rF   r   r   r   test_args_not_cached   s     rb   c                  C   sj   dd } t g dg ddg dd}|dj| d	d
}t ddgdgtddgddd}t|| d S )Nc                 S   s
   t |S rX   r2   r)   r   r   r   f   s   
z+test_index_data_correctly_passed.<locals>.f)Ard   rR   )         )groupv))r+   rh   r   r    g      g      ri   rd   rR   r]   )r   r+   )r   r%   	aggregater   rB   rM   )rc   r`   rE   rF   r   r   r    test_index_data_correctly_passed   s   rn   c                     s   d dd fdd}  d}t dg di}|jdd	j| d
|d}t dg di}t|| d  d}|jdd	j| d
|d}t dg di}t|| d S )NTFc                    s      S rX   r   r)   r9   r;   r:   r   r   func_kwargs   r   z2test_engine_kwargs_not_cached.<locals>.func_kwargsr;   r9   r:   value)r   r   r   r   )levelr   r<   )r   r   r   )r   r   r   )r   r%   rm   rB   rM   )rp   r=   r`   rE   rF   r   ro   r   test_engine_kwargs_not_cached   s$   rt   c                 C   sr   dd }t ddddgddg}|| |d	}|dj|d
|d}t dgtdgdddgd}t|| d S )Nc                 S      dS Nr,   r   r)   r   r   r   
numba_func      z+test_multiindex_one_key.<locals>.numba_funcr,   r\      rd   rR   rS   rd   rR   rq   r   r<   r   r]   rS   )r+   r   )r   	set_indexr%   r&   r   rB   rM   )r9   r:   r;   rw   r`   r=   rE   rF   r   r   r   test_multiindex_one_key   s   
r|   c                 C   s~   dd }t ddddgddg}|| |d	}tjtd
d |ddgj|d|d W d    d S 1 s8w   Y  d S )Nc                 S   ru   rv   r   r)   r   r   r   rw      rx   z;test_multiindex_multi_key_not_supported.<locals>.numba_funcr,   r\   ry   rz   rd   rR   rq   zMore than 1 grouping labelsr   r   r<   )r   r{   r#   r$   rV   r%   r&   )r9   r:   r;   rw   r`   r=   r   r   r   'test_multiindex_multi_key_not_supported   s   "r}   )!numpyr3   r#   pandas.errorsr   pandas.util._test_decoratorsutil_test_decoratorstdpandasr   r   r   r   r   pandas._testing_testingrB   
skip_if_nor(   r-   markfilterwarningsparametrizerG   rL   rN   rW   rb   rn   rt   r|   r}   r   r   r   r   <module>   sV    



%

	



