a
    <b:                     @   sb  d dl mZ d dlZd dlZd dlZd dlmZ d dlZ	d dl
mZ d dlmZ ejejejgZejejgZddgZddgZddgZejd	d
 Zejdeejjdeeddd Zejdeejjdeedejjdddgddgddd Zejdeejjdeedejjdddgddgddd Zejdeejjdeedejjdddgddgdejjdddgddgddd Z ejdeejjdeedejdddgdd Z!ejdej"gejjdeedejdeej#ddd Z$ejjdeedd d! Z%ejjdeedejded"d# Z&d$d% Z'eje	j(g d&ej)d'e	j(g d&d(d'e	j(g d&d)d'e	j(g d*d+d'e	*g d,e	*g d,+d-e	*g d,j,d.d/e	-g d0e	.e	/d d1e	/d2d3e	/d1d2gg	d4d5 d6d7d8 Z0G d9d: d:Z1ejd;e2ee3gd<d= Z4d>d? Z5d@dA Z6dS )B    )dequeN)is_dtype_equal)SparseArrayTFsparseZdensec                  C   sL   t jjddddd} t jjddddd}d| ddd< d|ddd< | |fS )	zO
    A pair of random, length-100 integer-dtype arrays, that are mostly 0.
    r   
   d   int64dtypeN      )nprandomrandint)a1a2 r   n/Users/vegardjervell/Documents/master/model/venv/lib/python3.9/site-packages/pandas/tests/series/test_ufunc.pyarrays_for_binary_ufunc   s
    r   ufunc)idsc                 C   s   t jjddddd}d|d d d< |r:t|tddd}ttjd d }d}tj	|||d}| |}tj	| |||d}t
|| d S )Nr   r   r   r	      nameindexr   )r   r   r   r   pdSparseDtypeliststringascii_lettersSeriestmassert_series_equal)r   r   arrr   r   seriesresultexpectedr   r   r   test_unary_ufunc    s    r'   flipZflippedZstraightc                 C   s   |\}}|r4t |tddd}t |tddd}d}tj||d}|}||f}	||f}
| rnt|	}	t|
}
tj||	 |d}||
 }t|| d S Nr   r   r	   r   r   )r   r   r   r    reversedr!   r"   )r(   r   r   r   r   r   r   r$   other
array_argsseries_argsr&   r%   r   r   r   test_binary_ufunc_with_array2   s    r/   c                 C   s   |\}}|r4t |tddd}t |tddd}d}tj||d}|sNd nt}t|$ tj||dd}	W d    n1 s0    Y  ||f}
||	f}| rt	|
}
t	|}tj||
 |d}|| }t
|| d S r)   )r   r   r   r    FutureWarningr!   assert_produces_warningIndexZastyper+   r"   )r(   r   r   r   r   r   r   r$   warnr,   r-   r.   r&   r%   r   r   r   test_binary_ufunc_with_indexL   s"    2r4   shuffleZ	unalignedZalignedc                 C   s   |\}}|r4t |tddd}t |tddd}d}tj||d}tj||d}	tjt|}
|r|	|
}	| r|		|d j
}q|	|	d j
}n|j
}||f}||	f}| rtt|}tt|}tj|| ||d}|| }t|| d S )Nr   r   r	   r   r*   r   )r   r   r   r    r   r   ZpermutationlenZtakeZalignr   tupler+   r!   r"   )r(   r5   r   r   r   r   r   r   r$   r,   idxr   r-   r.   r&   r%   r   r   r   test_binary_ufunc_with_seriesk   s,    

r9   c                 C   s|   |\}}|rt |}d}tj|dd}||f}||f}	|rRtt|}tt|	}	tj| |	 dd}
| | }t||
 d S )Nr   r   r*   )r   r   r    r7   r+   r!   r"   )r   r   r(   r   r#   _r,   r$   r.   r-   r&   r%   r   r   r   test_binary_ufunc_scalar   s    r;   z$ignore:divide by zero:RuntimeWarningc                 C   s   |\}}d||dk< d||dk< |rLt |tddd}t |tddd}t|}t|}|rp|jdd}| ||}	t|	tsJ | ||}
t|
tsJ t|
d t|	d  t|
d t|	d  d S )N   r   r   r	   )frac)	r   r   r   r    sample
isinstancer7   r!   r"   )r   r   r5   r   requestr   r   s1s2r&   r%   r   r   r   "test_multiple_output_binary_ufuncs   s     



rC   c                 C   s   |\}}| rt |}tj|dd}t|}t|}t|tsDJ t|tsRJ t|d tj|d dd t|d tj|d dd d S )Nr   r*   r   r<   )	r   r   r    r   modfr?   r7   r!   r"   )r   r   r#   r:   r$   r%   r&   r   r   r   test_multiple_output_ufunc   s    

rE   c                 C   s@   |\}}t j|dd}t j|dd}| ||}|jd u s<J d S )Nar*   b)r   r    r   )r   r   r   r   r   rA   rB   r%   r   r   r   #test_binary_ufunc_drops_series_name   s
    
rH   c               
   C   s~   G dd d} t | d| dg}t|}tt ||tt || tt || dtt || d d S )Nc                   @   s   e Zd Zdd Zdd ZdS )z$test_object_series_ok.<locals>.Dummyc                 S   s
   || _ d S NvalueselfrK   r   r   r   __init__   s    z-test_object_series_ok.<locals>.Dummy.__init__c                 S   s   | j |j  S rI   rJ   rM   r,   r   r   r   __add__   s    z,test_object_series_ok.<locals>.Dummy.__add__N)__name__
__module____qualname__rN   rP   r   r   r   r   Dummy   s   rT   r   r<   )r   arrayr   r    r!   r"   add)rT   r#   Zserr   r   r   test_object_series_ok   s
    
"rW   )r<   r   r   r	   ZInt64ZFloat32)r<   r   r   Sparse[int])2000Z2010Z2001ZCETD)freq)z1 Dayz3 Daysz2 Daysr<   r   r   c                 C   s
   t | jS rI   )strr
   )xr   r   r   <lambda>      r^   )paramsr   c                 C   s   | j S rI   )param)r@   r   r   r   values_for_np_reduce  s    rb   c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestNumpyReductionsc                 C   sZ  |}|}d }t |jdr&|tju r&t}d}tj||d ||}W d    n1 sV0    Y  t|tjj	j
r|tjurtjjdd}	|j|	 |jjdv rtj|}
|tju r|jdd}t|
| n8|tju r|j }|
|ksJ n| }|
|ksVJ nJd	g d
}tjt|d tj| W d    n1 sL0    Y  d S )NrX   !passing a SparseArray to pd.IndexmatchzSparseArray has no 'mul')reasonZiufFZnumeric_only|)does not support reductionunsupported operand typez$ufunc 'multiply' cannot use operands)r   r
   r   r2   r0   r!   r1   r?   coreZarraysr   pytestmarkZxfailnodeZ
add_markerkindr   multiplyreduce	DataFrameprodr"   _valuesjoinraises	TypeError)rM   rb   box_with_arrayr@   boxvaluesr3   msgobjrn   r%   r&   r   r   r   test_multiply  s4    &


z!TestNumpyReductions.test_multiplyc           
      C   s"  |}|}d }t |jdr&|tju r&t}d}tj||d ||}W d    n1 sV0    Y  |jjdv rtj	
|}|tju r|jdd}	t||	 n6|tju r|j }	||	ksJ n| }	||	ksJ nJdg d}tjt|d tj	
| W d    n1 s0    Y  d S )	NrX   rd   re   ZmiufFrh   ri   )rj   rk   zufunc 'add' cannot use operands)r   r
   r   r2   r0   r!   r1   rp   r   rV   rr   rs   sumr"   ru   rv   rm   rw   rx   )
rM   rb   ry   rz   r{   r3   r|   r}   r%   r&   r   r   r   test_add>  s.    &


zTestNumpyReductions.test_addc                 C   s   |}|}d}|t ju r&|jjdv r&d}d }t|jdrD|t ju rDt}d}tj||d ||}W d    n1 st0    Y  tj	
|}	|t ju r|jdd}
t|	|
 n,|d }
|	|
ksJ |rt|	t|
ksJ d S )	NTifFrX   rd   re   rh   r<   )r   r2   r
   rp   r   r0   r!   r1   r   maximumrr   rs   maxr"   typerM   rb   ry   rz   r{   Z	same_typer3   r|   r}   r%   r&   r   r   r   test_max`  s&    &
zTestNumpyReductions.test_maxc                 C   s   |}|}d}|t ju r&|jjdv r&d}d }t|jdrD|t ju rDt}d}tj||d ||}W d    n1 st0    Y  tj	
|}	|t ju r|jdd}
t|	|
 n,|d }
|	|
ksJ |rt|	t|
ksJ d S )	NTr   FrX   rd   re   rh   r   )r   r2   r
   rp   r   r0   r!   r1   r   Zminimumrr   rs   minr"   r   r   r   r   r   test_min|  s&    &
zTestNumpyReductions.test_minN)rQ   rR   rS   r~   r   r   r   r   r   r   r   rc     s   '"rc   type_c                 C   sT   t jg ddd}| g d}t||}t jt| |dd}t|| d S )Nr<   r   r   r   r*   )r   r      )r   r    r   rV   Zto_numpyr!   r"   )r   rF   rG   r%   r&   r   r   r   test_binary_ufunc_other_types  s
    r   c                     s^   G  fddd t  d dg} t|  d}t  d dg}t|| d S )Nc                       s<   e Zd Zdd Zdd Zed fddZeddd	Zd
S )z#test_object_dtype_ok.<locals>.Thingc                 S   s
   || _ d S rI   rJ   rL   r   r   r   rN     s    z,test_object_dtype_ok.<locals>.Thing.__init__c                 S   s   t |d|}t| | j| S )NrK   )getattrr   rK   rO   r   r   r   rP     s    z+test_object_dtype_ok.<locals>.Thing.__add__)returnc                    s   t | u o| j|jkS rI   )r   rK   rO   Thingr   r   __eq__  s    z*test_object_dtype_ok.<locals>.Thing.__eq__c                 S   s   d| j  dS )NzThing()rJ   )rM   r   r   r   __repr__  s    z,test_object_dtype_ok.<locals>.Thing.__repr__N)	rQ   rR   rS   rN   rP   boolr   r\   r   r   r   r   r   r     s   r   r<   r   r   )r   r    r   rV   r!   r"   )sr%   r&   r   r   r   test_object_dtype_ok  s
    r   c                  C   s^   t g d} tg d}tjttjd tj	
| | W d    n1 sP0    Y  d S )Nr   re   )r   r    r   rU   rm   rw   NotImplementedErrorr!   ZEMPTY_STRING_PATTERNsubtractouter)r   or   r   r   
test_outer  s    r   )7collectionsr   r   Znumpyr   rm   Zpandas.core.dtypes.commonr   Zpandasr   Zpandas._testingZ_testingr!   Zpandas.arraysr   ZpositivefloorexpZUNARY_UFUNCSrV   Z	logaddexpZBINARY_UFUNCSZSPARSEZ
SPARSE_IDSZSHUFFLEZfixturer   rn   Zparametrizer'   r/   r4   r9   r;   divmodfilterwarningsrC   rE   rH   rW   rU   r   to_datetimeZtz_localizeZ	to_periodZto_timedeltaZIntervalIndexZIntervalrb   rc   r   r7   r   r   r   r   r   r   r   <module>   s   
&
 

&
 
	