o
    vhV4                     @   s  d dl Zd dlZd dlmZ d dlZd dlmZmZm	Z	m
Z
 d dlmZ dd Zdd Zejdejejfejejfejejfejejfejejfejejfgd	d
 Zdd Zdd Zdd Zejdeeejegdd Zejdg deg dg dedej edggdd Z!dd Z"dd Z#ejd e$d!d"ejd#g d$d%d&gd&ggejd'd(ej%e&e'j(e&e'j)gejd)d*d+ d,d+ d-d+ gd.d/ Z*d0d1 Z+d2d3 Z,d4d5 Z-ejd6d7d8gd9d: Z.d;d< Z/d=d> Z0d?d@ Z1dAdB Z2dCdD Z3dS )E    N)
is_integer)Series	Timestamp
date_rangeisnac                 C   s\   t td| d}|dk }tdd||< t ttddttdd | d}t|| d S N
   dtype         r   nparangerangelisttmassert_series_equal)any_signed_int_numpy_dtypesmaskexpected r   e/var/www/html/hyperkenya/venv/lib/python3.10/site-packages/pandas/tests/series/indexing/test_where.pytest_where_unsafe_int   s   r   c                 C   s`   t td| d}|dk }tdd||< ttddttdd }t || d}t|| d S r   r   )float_numpy_dtyper   r   datar   r   r   r   test_where_unsafe_float   s   r   zdtype,expected_dtypec                 C   s   t td| d}g d}|dk }t |ttdd |d}t| jt|j  kr0dkr4n nd nt}tj	|dd |||< W d    n1 sLw   Y  t
|| d S )Nr   r	   )      @      @      @      @g      @r   fincompatible dtypematch)r   r   r   r   r   r
   kindFutureWarningr   assert_produces_warningr   )r
   expected_dtyper   valuesr   r   warnr   r   r   test_where_unsafe_upcast(   s   (
r-   c                  C   sz  t tddd} g d}| dk}t ttd| dd}tjtdd	 || |< W d    n1 s3w   Y  t| | t tddd} | dk }td
d| |< t ttd
dttdd dd}t| | | j	|j	ksrJ t tddd} | dk}dgd | |< t g ddgd  dd}t| | t td} | dk}d}t
jt|d	 g d| |< W d    n1 sw   Y  t
jt|d	 dgd | |< W d    n1 sw   Y  t g d} | | d
ktj}t tjtjddg}t|| t tdt} d | d< | d }t|sJ t tdt} d | | dk< | t|  }t tjdgd}t|| d S )Nr   int64r	   )r   r    r!   r"   r      float64r$   r%   r   r   r      )r      r      r1   r   Kcannot set using a list-like indexer with a different length than the value)r   r1   r3   r   r2   )r2   r   r3   r1   r3      	   index)r   r   r   r   r   r   r)   r(   r   r
   pytestraises
ValueErrorwherenanastypefloatr   )r   r+   r   r   msgresultr   r   r   test_where_unsafeC   sR   
$rB   c                  C   s  t tjdd} | dk}| | }| | }t|| | ||  }t|| 	  | |}| j
|j
ks<J || usBJ t g d| jd}| 	  }|| |jd d |j}||d d }t|| |	 }|d |jd< ||d d | }t|| d S )Nr   r   r   )TFFTFr7   r3   )r   r   randomdefault_rngstandard_normalr<   dropnar   r   absshaper8   reindexiloc)r   condrsrs2s2r   r   r   r   
test_where{   s&   

 rO   c                  C   sV  t tjdd} | dk}d}tjt|d | d W d    n1 s(w   Y  tjt|d | |d d j	|   W d    n1 sKw   Y  t ddg} ddg| dd	g< t ddg}t
| | d
}tjt|d g d| dd	g< W d    n1 sw   Y  tjt|d g | dd	g< W d    d S 1 sw   Y  d S )Nr   r   r   ,Array conditional must be same shape as selfr%   r2   r3   TFr4   )r   r   r3   )r   r   rC   rD   rE   r9   r:   r;   r<   r+   r   r   )r   rK   r@   r   r   r   r   test_where_error   s(   "rQ   klassc                 C   sB   t g d}g d}t tjddg}|| |}t|| d S )Nr2   r   r3   )FTTr   r3   )r   r   r=   r<   r   r   )rR   r   rK   r   rA   r   r   r   test_where_array_like   s
   rT   rK   )r2   r   r2   )r   r   r   )TrueFalserU   z
2017-01-01z
2017-01-02c                 C   s   t g d}d}tjt|d ||  W d    n1 sw   Y  d}tjt|d |dg W d    d S 1 s?w   Y  d S )NrS   z(Boolean array expected for the conditionr%   rP   T)r   r9   r:   r;   r<   )rK   r   r@   r   r   r   test_where_invalid_input   s   "rW   c                  C   s   d} t g d}dg}tjt| d || W d    n1 s"w   Y  t dtjtjg}|t |}t|| t	g d}tjt| d || W d    n1 s[w   Y  t tjdtjg}|t |}t|| d S )NrP   rS   Tr%   r2   )FTFTr   )
r   r9   r:   r;   r<   r   r=   r   r   array)r@   r   rK   r   outr   r   r   test_where_ndframe_align   s    rZ   c                  C   s  dd } t tdtd}tjt| dd ttd|dd	< W d    n1 s*w   Y  ttd	|dd	< t g d
}t|	t
j| t tdtd}tjt| dd ttd|ddd< W d    n1 spw   Y  t tdtd}ttd|ddd< t g d}t|| t tdtd}tjt| dd ttd|d d< W d    n1 sw   Y  ttd|dd< t g d}t|| t tdtd}tjt| dd ttd|g d
< W d    n1 sw   Y  t tdtd}tjt| dd ttd|g d
< W d    n	1 s'w   Y  t tdtd}ttd|d< t ttdddg}t|| d S )Nc                 S   s   d|  dS )Nzcannot set using a z/ indexer with a different length than the valuer   xr   r   r   <lambda>       z,test_where_setitem_invalid.<locals>.<lambda>abcr	   slicer%      r   r3   )r   r2   r   abcdefr1   r   )r   br2   der#   )arc   cr   r2   r#   z	list-liker   rc   ri   )r   r   objectr9   r:   r;   r   r   r   r>   r   r.   )r@   r   r   r   r   r   test_where_setitem_invalid   sH   rk   sizer   r/   r   )TFFFFTFitemg       @boxc                 C   s   t | gS N)r   rX   r[   r   r   r   r]   ,  r^   r]   c                 C   s   | gS ro   r   r[   r   r   r   r]   ,      c                 C   s   | fS ro   r   r[   r   r   r   r]   ,  rp   c                    s   t || }t j| td t fddt|D }t }||< t|| t }|| |}t|| t }|	||}t|| d S )Nr	   c                    s    g | ]\}}|r
n | qS r   r   ).0iuse_itemr   rm   r   r   
<listcomp>7  s     z"test_broadcast.<locals>.<listcomp>)
r   resizer   r?   r   	enumerater   r   r<   r   )rl   r   rm   rn   	selectionr   r   rA   r   rt   r   test_broadcast"  s   ry   c                  C   s   t tjdd} | dk}|  }|j|dd t|	 | |  t|| | |  }|j||  dd t|| ||   d S )Nr   r   r   T)inplace)
r   r   rC   rD   rE   copyr<   r   r   rF   )r   rK   rL   r   r   r   test_where_inplaceH  s   r|   c                  C   s   t ttd} t ttd}t| |g}||dk }t ddtjddtjgg dd}t	|| d||dk < t g dg dd}t	|| ||dk   d	7  < t g d
g dd}t	|| d S )Nr3   r   r   r2   )r   r2   r   r   r2   r   r7   r   )r   r2   r   r   r2   r   r   )r      r   r   r}   r   )
r   r   r   pdconcatr<   r   r=   r   r   )s1rN   combrA   r   r   r   r   test_where_dupsW  s    r   c                  C   s>  t g d} | | dkd}t|d rJ t|d sJ t|d s&J t|d ts/J |jdks6J | | dkg d}t|d rHJ t|d sPJ t|d sXJ t|d tsaJ |jdkshJ | | dktg d}t|d r}J t|d sJ t|d sJ t|d tsJ |jdksJ d S )NrS   r2   Xr   r   rj   )r   YZ)r   r<   r   
isinstancestrr
   r   rX   )r   wr   r   r   test_where_numeric_with_stringl  s&   r   r
   ztimedelta64[ns]zdatetime64[ns]c                 C   s  t ddg| d}t ddg}tddg}d}tjt|d ||ddg}W d    n1 s1w   Y  t|| tjt|d ||d}W d    n1 sTw   Y  t|| tjt|d ||d}W d    n1 sww   Y  t|| tjt|d ||ddg}W d    n1 sw   Y  t|| ||dtjg}t dtjgd	d}t|| d S )
Nr2   r   r	   r   Fz<Downcasting behavior in Series and DataFrame methods 'where'r%   g      $@rj   )	r   r   rX   r   r)   r(   r<   r   r=   )r
   serr   r   r@   rL   r   r   r   test_where_datetimelike_coerce  s.   r   c                  C   sV   ddg} t dd | D dd}|t ddg}t tj|d	 gdd}t|| d S )
Nz2016-12-31 12:00:04+00:00z 2016-12-31 12:00:04.010000+00:00c                 S   s   g | ]}t |qS r   )r   )rq   tr   r   r   ru     s    z)test_where_datetimetz.<locals>.<listcomp>zdatetime64[ns, UTC]r	   FTr2   )r   r<   r~   NaTr   r   )
timestampsr   rL   r   r   r   r   test_where_datetimetz  s
   r   c                  C   sH   t tjddg} | | dkd}t tjddg}t|| d S )Nr2   r   r   )r   r~   arraysSparseArrayr<   r   r   )r   rA   r   r   r   r   test_where_sparse  s   r   c                  C   s&   t g td} | g }t||  d S )Nr	   )r   r?   r<   r   r   )r   rA   r   r   r   =test_where_empty_series_and_empty_cond_having_non_bool_dtypes  s   
r   c                 C   sT   | t jddddtjgg dddd}| g ddd}||dk}t|| d S )	NAB)r   r   C)
categoriescategoryr	   )r   r   r   r   r   r   )r~   Categoricalr   r=   r<   r   assert_equal)frame_or_seriesexpdfresr   r   r   test_where_categorical  s   r   c                 C   s   | }t dd|dd }t|d |d tjg}t|d tj|d g}tg d}|||}t	
|| |j||}t	||j t|||}t	|t| t||d d d f t|}t	|t| d S )Nz
2001-01-01r3   )periodstzr   r2   r   )TTF)r   
_with_freqr~   DatetimeIndexr   r   r   rX   r<   r   assert_index_equal_data_whereassert_datetime_array_equalr   r   	DataFrameassert_frame_equal)tz_naive_fixturer   drlvalsrvalsr   r   r   r   r   #test_where_datetimelike_categorical  s   $r   )4numpyr   r9   pandas.core.dtypes.commonr   pandasr~   r   r   r   r   pandas._testing_testingr   r   r   markparametrizeint8r0   int16int32r.   float32r-   rB   rO   rQ   r   tuplerX   rT   r   rW   rZ   rk   r   r=   finfor?   maxminry   r|   r   r   r   r   r   r   r   r   r   r   r   r   <module>   sp    

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	