a
    d"                     @   sZ   d dl Zd dlZd dlZd dlmZ d dlmZ d dl	m
Z
 d dlmZ G dd dZdS )    N)	Timedelta)nanops)TimedeltaArrayc                
   @   s   e Zd Zejdg dejdddgdd Zejdddgdd	 Zd
d Zdd Z	dd Z
dd Zejdededejdddejdddgdd Zdd Zdd Zdd Zd S )!TestReductionsname)stdminmaxmedianmeanskipnaTFc                 C   sP   t g }|j}t|||d}|t ju s.J t|||d}|t ju sLJ d S )Nr   )pdTimedeltaIndexarraygetattrNaT)selfr   r   tdiarrresult r   w/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/pandas/tests/arrays/timedeltas/test_reductions.pytest_reductions_empty   s    
z$TestReductions.test_reductions_emptyc                 C   sh   t g }|j}|j|d}t|ts*J |tdks:J |j|d}t|tsTJ |tdksdJ d S )Nr   r   )r   r   r   sum
isinstancer   )r   r   r   r   r   r   r   r   test_sum_empty   s    
zTestReductions.test_sum_emptyc                 C   s~   t g d}| }td}||ks*J | }td}||ksFJ |jdd}|tju s`J |jdd}|tju szJ d S )N3Hr   r   2H5H4Hr   r    Fr   )r   Z_from_sequencer   r   r	   r   r   )r   r   r   expectedr   r   r   test_min_max%   s    zTestReductions.test_min_maxc                 C   s&  t g d}|j}|jdd}tdd}t|ts8J ||ksDJ |jdd}t|ts^J ||ksjJ |jdd}|t ju sJ |jdd}|t ju sJ |jdd}|t ju sJ |jdd}|t ju sJ |jd	d}t|tsJ ||ksJ |jd	d}t|tsJ ||ks"J d S )
Nr   Tr      hoursF	   )Z	min_count   )r   r   r   r   r   r   r   r   r   r   r   r"   r   r   r   test_sum6   s.    
zTestReductions.test_sumc                 C   sj   t g d}|j}t|}tdd}t|ts6J ||ksBJ t|}t|tsZJ ||ksfJ d S )N)r   r   r   r    r!   r$   r%   )r   r   r   npr   r   r   r)   r   r   r   
test_npsumW   s    


zTestReductions.test_npsumc                 C   s   t dt jdddd}d|d< t|}|jdd	}|tj	u sPJ |jd
dd}t
tddtj	gj}t|| |jddd}t
tddtddtddtj	gj}t|| d S )N   zm8[s]zm8[ns]      ZNat)r0   Fr   r   )axisr      )secondsr(      r'   )r+   ZarangeZastypeint64viewreshaper   r   r   r   r   r   Z_valuestmassert_timedelta_array_equal)r   r   tdar   r"   r   r   r   test_sum_2d_skipna_falsee   s"    &z'TestReductions.test_sum_2d_skipna_falseaddr   z
2021-01-01UTC)tzz
Asia/Tokyoc                 C   s.  t g d| }|j}|jdd}tdd}t|ts<J ||ksHJ |jdd}t|tsbJ ||ksnJ t|dd d u rtjt	
|dd}t|t	jsJ ||ksJ |jdd}|t ju sJ |jdd}|t ju sJ t|dd d u r*tjt	
|dd}t|t	jsJ t	|s*J d S )N)0Hr!   r   r!   r?   r   Tr   r/   r%   r>   F)r   r   r   r   r   r   r   r   Znanstdr+   ZasarrayZtimedelta64r   Zisnat)r   r<   r   r   r   r"   r   r   r   test_std~   s*    

zTestReductions.test_stdc                 C   s   t g d}|j}|jdd}tdd}t|ts8J ||ksDJ |jdd}t|ts^J ||ksjJ |jdd}|t ju sJ |jdd}|t ju sJ d S )Nr?   r   r   Z5H06mr?   r   Tr   r/   r%   F)r   r   r   r
   r   r   r   r)   r   r   r   test_median   s    
zTestReductions.test_medianc                 C   s   t g d}|j}t| j }| }||ks:J |jdd}|t ju sTJ | jdd}||kspJ |jdd}||ksJ d S )NrA   Fr   r   r1   )r   r   _datar   ZdropnaZ_ndarrayr   r   )r   r   r   r"   r   r   r   r   	test_mean   s    zTestReductions.test_meanc                 C   s   t jddd}|jdd}|jdd}|d }t|| |jdd}|d d df td	d
 }t|| |jd d}| }||ksJ d S )Nz14 days   )Zperiods   r/   r   rC   r(   r2   r%   )r   Ztimedelta_rangerD   r7   r   r8   r9   r   )r   r   r:   r   r"   r   r   r   test_mean_2d   s    zTestReductions.test_mean_2dN)__name__
__module____qualname__pytestmarkZparametrizer   r   r#   r*   r,   r;   r   r   	Timestampr@   rB   rE   rH   r   r   r   r   r      s*   

!	
r   )numpyr+   rL   Zpandasr   r   Zpandas._testingZ_testingr8   Zpandas.corer   Zpandas.core.arraysr   r   r   r   r   r   <module>   s   