o
    d7?                     @   s~  d dl Zd dlZd dlmZmZmZ d dlmZ d dl	m
  mZ d dlmZmZmZmZ d dlmZ ejje o>e p>e ddZejddgd	d
d Zejdi gdi gdi gdi gdi gdi gddd igdi gddd igg	d	dd ZedejdG dd dZedG dd dZeddd Zeddd Z edejj!ejdG d d! d!Z"dS )"    N)is_ci_environmentis_platform_macis_platform_windows)NumbaUtilError)	DataFrameSeriesoption_contextto_datetimez`On GHA CI, Windows can fail with 'Windows fatal exception: stack overflow' and macOS can timeout)reasonsingletable)paramsc                 C      | j S )z3method keyword in rolling/expanding/ewm constructorparamrequest r   c/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/window/test_numba.pymethod   s   r   summeanmedianmaxminvarddofstdc                 C   r   Nr   r   r   r   r   $arithmetic_numba_supported_operators#   s   r   numbaignorec                   @   sV  e Zd Zejdddgdd Zejdee	deddddej
ejd	d
d
d
g
ddddej
ejdd
d
d
g
ej
ej
ddddddddg
gjeedddedddejdddd
gedddej
dddd
ggdd Zejdee	deedddgdd Zejdddgdd Zejddd
ddgdi ggdd Zdd  Zd!S )"
TestEnginejitTFc                 C   s   dd }|rdd l }||}|||d}	d}
ttd}|jd||dj||
d	|	d
d}|jd||dj|d|
d
d}t|| d S )Nc                 W   s$   d}|D ]}||7 }qt | | S )Nr   npr   )xargsarg_sumargr   r   r   f:   s   
z0TestEngine.test_numba_vs_cython_apply.<locals>.fr   nogilparallelnopython   
   r0   )centerstepr    T)r'   engineengine_kwargsrawcython)r4   r'   r6   r    r#   r   rangerollingapplytmassert_series_equal)selfr#   r,   r-   r.   r2   r3   r*   r    r5   r'   sresultexpectedr   r   r   test_numba_vs_cython_apply8   s   

z%TestEngine.test_numba_vs_cython_applydata               foo)name   r1      r0   c                 C   sd   |\}}|||d}	|j d|d}
t|
|dd|	d|}t|
|dddi|}t|| d S )	Nr+   rG   r3   r    r4   r5   r4   r7   r   )r:   getattrr<   assert_equal)r>   rC   r,   r-   r.   r   r3   r   kwargsr5   rollr@   rA   r   r   r   $test_numba_vs_cython_rolling_methodsQ   s   
z/TestEngine.test_numba_vs_cython_rolling_methodsc                 C   sl   |\}}|||d}t td}| }	t|	|dd|d|}
t|	|dddi|}t|
| d S )Nr+   rD   r    rN   r4   r7   r   )r   r%   eye	expandingrO   r<   rP   )r>   rC   r,   r-   r.   r   r   rQ   r5   expandr@   rA   r   r   r   &test_numba_vs_cython_expanding_methodsu   s   
z1TestEngine.test_numba_vs_cython_expanding_methodsc                 C   s   dd }dd }|rdd l }||}||}|||d}	ttdjd|d	}
|
j|d
|	dd}|
j|ddd}t|| |
j|d
|	dd}|
j|ddd}t|| |
j|d
|	dd}|
j|ddd}t|| d S )Nc                 S      t | d S )NrF   r$   r&   r   r   r   func_1      z+TestEngine.test_cache_apply.<locals>.func_1c                 S   s   t | d S )NrD   )r%   r   rY   r   r   r   func_2   r[   z+TestEngine.test_cache_apply.<locals>.func_2r   r+   r1   r0   rM   r    T)r4   r5   r6   r7   r4   r6   r8   )r>   r#   r,   r-   r.   r3   rZ   r\   r    r5   rR   r@   rA   r   r   r   test_cache_apply   s.   

zTestEngine.test_cache_applyzwindow,window_kwargsr:   r   )windowmin_periodsrU   c                 C   s   dd }|||d}t dg di}	t|	|dd|i|j|dd|d	d
}
t dg di}t|
| t|	|dd|i|j|dd|dd
}
t dg di}t|
| d S )Nc                 S   s   t | | S r   r%   r   )valuesr&   r   r   r   add   r[   z,TestEngine.test_dont_cache_args.<locals>.addr.   r,   r-   valuer   r   r   r   Tr    )rL   )r6   r4   r5   r'         ?rh   rh   r/          @rj   rj   r   )r   rO   r;   r<   assert_frame_equal)r>   r_   window_kwargsr,   r-   r.   r   rc   r5   dfr@   rA   r   r   r   test_dont_cache_args   s   

zTestEngine.test_dont_cache_argsc                    s   d dd fdd} d}t dg di}|dj|dd	|d
}t dg di}t|| d d}|dj|dd	|d
}t dg di}t|| d S )NFTc                    s      S r   r   rY   r,   r.   r-   r   r   func   s   z6TestEngine.test_dont_cache_engine_kwargs.<locals>.funcrd   re   rf   rL   r    )r6   r4   r5   ri   rg   r   r:   r;   r<   rk   )r>   rp   r5   rm   r@   rA   r   ro   r   test_dont_cache_engine_kwargs   s$   

z(TestEngine.test_dont_cache_engine_kwargsN)__name__
__module____qualname__pytestmarkparametrizerB   r   r%   rT   naninfTr   r9   rS   rW   r^   rn   rr   r   r   r   r   r"   4   sB    



#
r"   c                   @   s   e Zd Zejjddd dd gddgdejdd	d
gdd Zejjddd dd gddgdejdd	d
gdd Zejdddgejdd	d
gdd Zejdddgdd Z	dS )TestEWMgrouperc                 C      | S r   r   rY   r   r   r   <lambda>       zTestEWM.<lambda>c                 C   
   |  dS NAgroupbyrY   r   r   r   r         
 Noner   )idsr   r   r   c                 C   sf   t g dtdd}tjtdd t||jdd|dd	 W d    d S 1 s,w   Y  d S )
Nabr   r   rF   r   Bzengine must be eithermatchrh   comrI   r4   r   r9   rv   raises
ValueErrorrO   ewmr>   r}   r   rm   r   r   r   test_invalid_engine   s   "zTestEWM.test_invalid_enginec                 C   r~   r   r   rY   r   r   r   r      r   c                 C   r   r   r   rY   r   r   r   r      r   c                 C   sl   t g dtdd}tjtdd t||jdd|dd	d
id W d    d S 1 s/w   Y  d S )Nr   rF   r   zcython engine does notr   rh   r   r7   r.   TrN   r   r   r   r   r   test_invalid_engine_kwargs   s   "z"TestEWM.test_invalid_engine_kwargsc                 C   s   t dtdi}|dkrdd }n
g d|d< dd }|d	kr!d
}||jd||d}	|||d}
t|	|d|
d}t|	|dd}t|| d S )Nr   rF   r   c                 S   r~   r   r   rY   r   r   r   r      r   z.TestEWM.test_cython_vs_numba.<locals>.<lambda>r   r   c                 S   r   r   r   rY   r   r   r   r     r   r   Trh   )r   adjust	ignore_nar+   r    rN   r7   r   )r   r9   r   rO   r<   rk   )r>   r}   r   r,   r-   r.   r   r   rm   r   r5   r@   rA   r   r   r   test_cython_vs_numba   s   
zTestEWM.test_cython_vs_numbac                 C   s   t dg di}|dkrdd }n
dd }g d|d< d	}tg d
}||j|d||d}	|||d}
|	jd|
d}|	jdd}t|| d S )Nr   )r   r   rL   rL   r0   r0   r   c                 S   r~   r   r   rY   r   r   r   r     r   z4TestEWM.test_cython_vs_numba_times.<locals>.<lambda>c                 S   r   r   r   rY   r   r   r   r     r   )r   r   r   r   r   r   r   z23 days)
2020-01-01r   z
2020-01-02z
2020-01-10z
2020-02-23z
2020-01-03T)halflifer   r   timesr+   r    rN   r7   r   )r   r	   r   r   r<   rk   )r>   r}   r,   r-   r.   r   rm   r   r   r   r5   r@   rA   r   r   r   test_cython_vs_numba_times  s    

z"TestEWM.test_cython_vs_numba_timesN)
rs   rt   ru   rv   rw   rx   r   r   r   r   r   r   r   r   r|      s     r|   c                  C   sz   dd } t td}tdd |dj| d dd}W d    n1 s%w   Y  |dj| ddd}t|| d S )	Nc                 S   rX   )Nr0   r$   rY   r   r   r   r*   2  r[   z!test_use_global_config.<locals>.fr1   zcompute.use_numbaTr0   r]   r    )r   r9   r   r:   r;   r<   r=   )r*   r?   r@   rA   r   r   r   test_use_global_config0  s   r   c                   C   s\   t jtdd ttddjdd ddiddd	 W d    d S 1 s'w   Y  d S )
Nz"numba does not support kwargs withr   rL   c                 S   r~   r   r   rY   r   r   r   r   @  r   z.test_invalid_kwargs_nopython.<locals>.<lambda>r   r    T)rQ   r4   r6   )rv   r   r   r   r9   r:   r;   r   r   r   r   test_invalid_kwargs_nopython<  s
   "r   c                   @   s|   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Ze	j
dedededge	j
dddgdd ZdS )TestTableMethodc                 C   s^   dd }t jtdd ttdjdddj|dd	d
 W d    d S 1 s(w   Y  d S )Nc                 S      t j| ddd S Nr   axisrL   ra   rY   r   r   r   r*   J     z7TestTableMethod.test_table_series_valueerror.<locals>.fz1method='table' not applicable for Series objects.r   rL   r   )r   r    Tr]   )rv   r   r   r   r9   r:   r;   )r>   r*   r   r   r   test_table_series_valueerrorI  s   "z,TestTableMethod.test_table_series_valueerrorc                 C   s   |\}}|||d}	t td}
|
jdd|d|d}|dv rItjt| dd	 t||d|	d
d| W d    d S 1 sBw   Y  d S |
jdd|d|d}t||d|	d
d|}t||d|	d
d|}t	|| d S )Nr+   rG   r0   r   r   r   r   r`   r3   r   r    not supportedr   r    r5   r4   r   r   )
r   r%   rT   r:   rv   r   NotImplementedErrorrO   r<   rk   )r>   r   r,   r-   r.   r   r3   r   rQ   r5   rm   
roll_tableroll_singler@   rA   r   r   r   !test_table_method_rolling_methodsT  s4   	
"


z1TestTableMethod.test_table_method_rolling_methodsc                 C   sv   |||d}dd }t td}|jdd|d|dj|d	|d
d}	|jdd|d|dj|d	|d
d}
t|	|
 d S )Nr+   c                 S   r   r   ra   rY   r   r   r   r*   w  r   z:TestTableMethod.test_table_method_rolling_apply.<locals>.frG   r0   r   r   r   Tr    r6   r5   r4   r   )r   r%   rT   r:   r;   r<   rk   )r>   r   r,   r-   r.   r3   r5   r*   rm   r@   rA   r   r   r   test_table_method_rolling_applyt  s   



z/TestTableMethod.test_table_method_rolling_applyc                 C   s   dd }t g dg dg dg dg}|jddd	|d
j|ddd}t g dg dg dg dgd d | }t|| d S )Nc                 S   sh   t d| jd f}| d d d df | d d df  jdd| d d df   |d d d df< |S )NrL   r0   r   r   )r%   onesshaper   )r&   arrr   r   r   weighted_mean  s   PzNTestTableMethod.test_table_method_rolling_weighted_mean.<locals>.weighted_mean)rL   r0   g333333?)r0   rG   g?)rG   rF   g?)rF   rD   gffffff?r0   r   r   )r   r`   r3   Tr    )r6   r4   )rh   rj   rh   )g?rj   rh   )gk}
@gk}@rh   )g1?rE   rh   rq   )r>   r3   r   rm   r@   rA   r   r   r   'test_table_method_rolling_weighted_mean  s    z7TestTableMethod.test_table_method_rolling_weighted_meanc           
      C   sj   |||d}dd }t td}|jd|dj|d|dd	}|jd
|dj|d|dd	}	t||	 d S )Nr+   c                 S   r   r   ra   rY   r   r   r   r*     r   z<TestTableMethod.test_table_method_expanding_apply.<locals>.frG   r   r   r   Tr    r   r   )r   r%   rT   rU   r;   r<   rk   )
r>   r   r,   r-   r.   r5   r*   rm   r@   rA   r   r   r   !test_table_method_expanding_apply  s   z1TestTableMethod.test_table_method_expanding_applyc                 C   s   |\}}|||d}t td}	|	jd|d}
|dv rFtjt| dd t|
|d|dd	| W d    d S 1 s?w   Y  d S |	jd
|d}t|
|d|dd	|}t||d|dd	|}t	|| d S )Nr+   rG   r   r   r   r   r   r    r   r   r   )
r   r%   rT   rU   rv   r   r   rO   r<   rk   )r>   r   r,   r-   r.   r   r   rQ   r5   rm   expand_tableexpand_singler@   rA   r   r   r   #test_table_method_expanding_methods  s0   
"

z3TestTableMethod.test_table_method_expanding_methodsrC   rG   )r0   rG   )rG   r0   r   r   r   c                 C   s`   |||d}t |}t|jdd|d||dd}	t|jdd|d||dd}
t|	|
 d S )Nr+   rL   r   )r   r   r   r    r   r   )r   rO   r   r<   rk   )r>   rC   r   r   r,   r-   r.   r5   rm   r@   rA   r   r   r   test_table_method_ewm  s   z%TestTableMethod.test_table_method_ewmN)rs   rt   ru   r   r   r   r   r   r   rv   rw   rx   r%   rT   r   r   r   r   r   r   r   D  s     $r   )#numpyr%   rv   pandas.compatr   r   r   pandas.errorsr   pandas.util._test_decoratorsutil_test_decoratorstdpandasr   r   r   r	   pandas._testing_testingr<   rw   skipif
pytestmarkfixturer   r   
skip_if_nofilterwarningsr"   r|   r   r   slowr   r   r   r   r   <module>   sP    




 -L


