o
    7?e2                     @   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)Zany_signed_int_numpy_dtypesmaskexpected r   h/home/www/facesmatcher.com/pyenv/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   )Z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
   Z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      r.   r   Kcannot set using a list-like indexer with a different length than the value)r   r.   r0   r   r/   )r/   r   r0   r.   r0      	   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   
$r?   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   )TFFTFr4   r0   )r   r   randomdefault_rngstandard_normalr9   dropnar   r   absshaper5   ZreindexZiloc)r   condrsZrs2s2r   r   r   r   
test_where{   s&   

 rI   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#   r/   r0   TFr1   )r   r   r0   )r   r   r@   rA   rB   r6   r7   r8   r9   r(   r   r   )r   rF   r=   r   r   r   r   test_where_error   s(   "rK   klassc                 C   sB   t g d}g d}t tjddg}|| |}t|| d S )Nr/   r   r0   )FTTr   r0   )r   r   r:   r9   r   r   )rL   r   rF   r   r>   r   r   r   test_where_array_like   s
   rN   rF   )r/   r   r/   )r   r   r   )TrueFalserO   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 )NrM   z(Boolean array expected for the conditionr#   rJ   T)r   r6   r7   r8   r9   )rF   r   r=   r   r   r   test_where_invalid_input   s   "rQ   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 )NrJ   rM   Tr#   r/   )FTFTr   )
r   r6   r7   r8   r9   r   r:   r   r   array)r=   r   rF   r   outr   r   r   test_where_ndframe_align   s    rT   c                  C   s  dd } t 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jt| dd ttd|ddd< W d    n1 slw   Y  t td
}ttd|ddd< t g d}t|| t 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jt| dd ttd|g d	< W d    n1 sw   Y  t td}tjt| dd ttd|g d	< W d    n	1 sw   Y  t 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>abcslicer#      r   r0   )r   r/   r   Zabcdefr.   r   )r   br/   der!   )ar\   cr   r/   r!   z	list-liker   r\   rb   )r   r   r6   r7   r8   r   r   r   r;   r   r+   )r=   r   r   r   r   r   test_where_setitem_invalid   sH   rc   sizer   r,   r   )TFFFFTFitemg       @boxc                 C   s   t | gS N)r   rR   rU   r   r   r   rW   ,  rX   rW   c                 C   s   | gS rg   r   rU   r   r   r   rW   ,      c                 C   s   | fS rg   r   rU   r   r   r   rW   ,  rh   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iZuse_itemr   re   r   r   
<listcomp>7  s     z"test_broadcast.<locals>.<listcomp>)
r   resizer   r<   r   	enumerater   r   r9   r   )rd   r   re   rf   Z	selectionr   r   r>   r   rk   r   test_broadcast"  s   ro   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)Zinplace)
r   r   r@   rA   rB   copyr9   r   r   rC   )r   rF   rG   r   r   r   test_where_inplaceH  s   rq   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 )Nr0   r   r   r/   )r   r/   r   r   r/   r   r4   r   )r   r/   r   r   r/   r   r   )r      r   r   rr   r   )
r   r   r   pdconcatr9   r   r:   r   r   )s1rH   combr>   r   r   r   r   test_where_dupsW  s    rw   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 )NrM   r/   Xr   r   object)rx   YZ)r   r9   r   
isinstancestrr
   r   rR   )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dg}t|| ||d}t|| ||d}t|| ||ddg}t|| ||dtjg}t dtjgdd}t|| d S )Nr/   r   r	   r   Fg      $@ry   )r   r   rR   r9   r   r   r:   )r
   serr   r   rG   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   )ri   tr   r   r   rl     s    z)test_where_datetimetz.<locals>.<listcomp>zdatetime64[ns, UTC]r	   FTr/   )r   r9   rs   NaTr   r   )Z
timestampsr   rG   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 )Nr/   r   r   )r   rs   ZarraysZSparseArrayr9   r   r   )r   r>   r   r   r   r   test_where_sparse  s   r   c                  C   s&   t g td} | g }t||  d S )Nr	   )r   r<   r9   r   r   )r   r>   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   )rs   Categoricalr   r:   r9   r   Zassert_equal)Zframe_or_seriesexpZ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
2001-01-01r0   )Zperiodstzr   r/   r   )TTF)r   Z
_with_freqrs   ZDatetimeIndexr   r   r   rR   r9   r   Zassert_index_equal_dataZ_whereZassert_datetime_array_equalr   r   Z	DataFrameZassert_frame_equal)Ztz_naive_fixturer   ZdrZlvalsZrvalsr   r   r   r   r   #test_where_datetimelike_categorical  s   $r   )4numpyr   r6   Zpandas.core.dtypes.commonr   Zpandasrs   r   r   r   r   Zpandas._testingZ_testingr   r   r   markZparametrizeZint8r-   Zint16Zint32r+   Zfloat32r*   r?   rI   rK   r   tuplerR   rN   r   rQ   rT   rc   r   r:   Zfinfor<   maxminro   rq   rw   r   r   r   r   r   r   r   r   r   r   r   <module>   sp    
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