o
    Dfi9                     @   s  d dl mZ d dlZd dlZd dlZd dlZd dlm  m	Z
 d dlZd dlmZ d dlmZ ejejejgddd Zejddgd	d
gddd	 Zejdd Zejdejejejgdd Zejjdddgddgddd Zejjdddgddgddd Z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ddgdd Z!ejdej"gejdddgej#d d!d" Z$d#d$ Z%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/+d0e*g d/j,d1d2e-g d3e.e/d d4e/d5d6e/d4d5gg	d7d8 dd9d: Z0G d;d< d<Z1ejd=e2ee3gd>d? Z4d@dA Z5dBdC Z6dDdE Z7dFdG Z8e
j9dHdI Z:dS )J    )dequeN)SparseArray)paramsc                 C      | j S Nparamrequest r   W/home/ubuntu/webapp/venv/lib/python3.10/site-packages/pandas/tests/series/test_ufunc.pyufunc   s   r   TFsparsedense)r   idsc                 C   r   r   r   r	   r   r   r   r      s   c                  C   sX   t jdjddddd} t jd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default_rngintegers)a1a2r   r   r   arrays_for_binary_ufunc   s
   r   c                 C   s   t jd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   r   nameindexr    )r   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/   flipflippedstraight)r   c                 C   s   |\}}|rt |tddd}t |tddd}d}tj||d}|}||f}	||f}
| r7t|	}	t|
}
tj||	 |d}||
 }t|| d S Nr   r   r   r    r    )r   r#   r$   r(   reversedr)   r*   r0   r   r   r   r   r   r    r,   other
array_argsseries_argsr.   r-   r   r   r   test_binary_ufunc_with_array7   s   r:   c                 C   s   |\}}|rt |tddd}t |tddd}d}tj||d}tj||dd}||f}	||f}
| r?t|	}	t|
}
tj||	 |d}||
 }t|| d S r3   )	r   r#   r$   r(   Indexastyper5   r)   r*   r6   r   r   r   test_binary_ufunc_with_indexO   s   r=   shuffle	unalignedalignedc                 C   s   |\}}|rt |tddd}t |tddd}d}tj||d}tj||d}	tjdt|}
|rP|		|
}	| rG|	
|d j}n|
|	d j}n|j}||f}||	f}| ritt|}tt|}tj|| ||d}|| }t|| d S )Nr   r   r   r    r4   r   r!   )r   r#   r$   r(   r   r   r   permutationlentakealignr"   tupler5   r)   r*   )r0   r>   r   r   r   r   r   r    r,   r7   idxr"   r8   r9   r.   r-   r   r   r   test_binary_ufunc_with_seriesj   s,   
rG   c                 C   s|   |\}}|r
t |}d}tj|dd}||f}||f}	|r)tt|}tt|	}	tj| |	 dd}
| | }t||
 d S )Nr   r    r4   )r   r#   r(   rE   r5   r)   r*   )r   r   r0   r   r+   _r7   r,   r9   r8   r.   r-   r   r   r   test_binary_ufunc_scalar   s   rI   z$ignore:divide by zero:RuntimeWarningc           
      C   s   |\}}d||dk< d||dk< |r&t |tddd}t |tddd}t|}t|}|r8|jdd}| ||}t|tsDJ | ||}	t|	tsPJ t|	d t|d  t|	d t|d  d S )N   r   r   r   )frac)	r   r#   r$   r(   sample
isinstancerE   r)   r*   )
r   r   r>   r   r   r   s1s2r.   r-   r   r   r   "test_multiple_output_binary_ufuncs   s    



rP   c                 C   s   |\}}| r
t |}tj|dd}t|}t|}t|ts"J t|ts)J t|d tj|d dd t|d tj|d dd d S )Nr    r4   r   rJ   )	r   r#   r(   r   modfrM   rE   r)   r*   )r   r   r+   rH   r,   r-   r.   r   r   r   test_multiple_output_ufunc   s   

"rR   c                 C   s@   |\}}t j|dd}t j|dd}| ||}|jd u sJ d S )Nar4   b)r#   r(   r    )r   r   r   r   r   rN   rO   r-   r   r   r   #test_binary_ufunc_drops_series_name   s
   
rU   c               
   C   s~   G dd d} t | d| dg}t|}tt ||tt || tt || dtt || d d S )Nc                   @   s   e Zd ZdddZdd ZdS )z$test_object_series_ok.<locals>.DummyreturnNc                 S   
   || _ d S r   valueselfrY   r   r   r   __init__      
z-test_object_series_ok.<locals>.Dummy.__init__c                 S   s   | j |j  S r   rX   r[   r7   r   r   r   __add__      z,test_object_series_ok.<locals>.Dummy.__add__rV   N)__name__
__module____qualname__r\   r_   r   r   r   r   Dummy   s    
re   r   rJ   )r   arrayr#   r(   r)   r*   add)re   r+   serr   r   r   test_object_series_ok   s
   
".ri   )rJ   r   r   r   Int64Float32)rJ   r   r   zSparse[int])200020102001CETD)freq)z1 Dayz3 Daysz2 DaysrJ   r   r   c                 C   s
   t | jS r   )strr   )xr   r   r   <lambda>  s   
 rt   c                 C   r   r   r   r	   r   r   r   values_for_np_reduce   s   ru   c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestNumpyReductionsc                 C   s*  |}|}t d  ||}W d    n1 sw   Y  t|tjjjr1tjj	dd}|
| |jjdv rntj|}|tju rP|jdd}	t ||	 d S |tju rb|j }	||	ks`J d S | }	||	kslJ d S dg d}
tjt|
d tj| W d    d S 1 sw   Y  d S )	NzSparseArray has no 'prod')reasoniufFnumeric_only|)does not support reductionunsupported operand typez$ufunc 'multiply' cannot use operandsmatch)r)   assert_produces_warningrM   r#   corearraysr   pytestmarkxfailapplymarkerr   kindr   multiplyreduce	DataFrameprodr*   r;   _valuesjoinraises	TypeError)r[   ru   box_with_arrayr
   boxvaluesobjr   r-   r.   msgr   r   r   test_multiply  s0   




"z!TestNumpyReductions.test_multiplyc           	      C   s  |}|}t d  ||}W d    n1 sw   Y  |jjdv rZtj|}|tju r<|j	dd}t 
|| d S |tju rN|j	 }||ksLJ d S |	 }||ksXJ d S dg d}tjt|d tj| W d    d S 1 szw   Y  d S )NmiufFry   r{   )r|   r}   zufunc 'add' cannot use operandsr~   )r)   r   r   r   r   rg   r   r#   r   sumr*   r;   r   r   r   r   r   )	r[   ru   r   r   r   r   r-   r.   r   r   r   r   test_add.  s*   



"zTestNumpyReductions.test_addc           	      C      |}|}d}|t ju r|jjdv rd}td  ||}W d    n1 s'w   Y  tj|}|t j	u rE|j
dd}t|| d S |d }||ksOJ |r[t|t|ks]J d S d S )NTifFry   rJ   )r#   r;   r   r   r)   r   r   maximumr   r   maxr*   type	r[   ru   r   r   r   	same_typer   r-   r.   r   r   r   test_maxL  s$   

zTestNumpyReductions.test_maxc           	      C   r   )NTr   Fry   r   )r#   r;   r   r   r)   r   r   minimumr   r   minr*   r   r   r   r   r   test_mind  s$   

zTestNumpyReductions.test_minN)rb   rc   rd   r   r   r   r   r   r   r   r   rv   	  s
    "rv   type_c                 C   sT   t jg ddd}| g d}t||}t jt| |dd}t|| d S )NrJ   r   r   r    r4   )r   r      )r#   r(   r   rg   to_numpyr)   r*   )r   rS   rT   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dZdd Zdef fddZdefd	d
ZdS )z#test_object_dtype_ok.<locals>.ThingrV   Nc                 S   rW   r   rX   rZ   r   r   r   r\     r]   z,test_object_dtype_ok.<locals>.Thing.__init__c                 S   s   t |d|}t| | j| S )NrY   )getattrr   rY   r^   r   r   r   r_     s   z+test_object_dtype_ok.<locals>.Thing.__add__c                    s   t | u o| j|jkS r   )r   rY   r^   Thingr   r   __eq__  s   z*test_object_dtype_ok.<locals>.Thing.__eq__c                 S   s   d| j  dS )NzThing()rX   )r[   r   r   r   __repr__  s   z,test_object_dtype_ok.<locals>.Thing.__repr__ra   )	rb   rc   rd   r\   r_   boolr   rr   r   r   r   r   r   r     s
    
r   rJ   r   r   )r#   r(   r   rg   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dd tj| | W d    d S 1 s(w   Y  d S )Nr    r~   )	r#   r(   r   rf   r   r   NotImplementedErrorsubtractouter)rh   r   r   r   r   
test_outer  s
   "r   c                  C   sL   t jg dgd} t jg dd}t jdgd}t| |}t|| d S )N)rJ   r   )dataf   )r#   r   r   matmulr)   assert_frame_equal)df1df2r.   r-   r   r   r   test_np_matmul  s
   r   c                  C   s   dd } t | dd}tddg}|||d}tjddgtd}t|| tddgg}d}tj	t
t|d	 |||| W d    d S 1 sMw   Y  d S )
Nc                 S   s   | | | S r   r   )rs   yzr   r   r   add3  r`   z2test_array_ufuncs_for_many_arguments.<locals>.add3r   rJ   r   r   r   zTCannot apply ufunc <ufunc 'add3 (vectorized)'> to mixed DataFrame and Series inputs.r~   )r   
frompyfuncr#   r(   objectr)   r*   r   r   r   r   reescape)r   r   rh   r-   r.   dfr   r   r   r   $test_array_ufuncs_for_many_arguments  s   "r   c                  C   s6   t g d} t| }t g d}t|| d S )N)g      g      g      ?g      ?)g      g       g        g      ?)r#   r(   r   fixr)   r*   )rh   r-   r.   r   r   r   test_np_fix  s   
r   );collectionsr   r   r&   numpyr   r   pandas.util._test_decoratorsutil_test_decoratorstdpandasr#   pandas._testing_testingr)   pandas.arraysr   fixturerg   	logaddexpr   r   r   r   parametrizepositivefloorexpr/   r:   r=   rG   rI   divmodfilterwarningsrP   rR   rU   ri   rf   r   to_datetimetz_localize	to_periodto_timedeltaIntervalIndexIntervalru   rv   r%   rE   r   r   r   r   r   &skip_copy_on_write_not_yet_implementedr   r   r   r   r   <module>   sp    





&


&
s
		
