o
     \i                     @   s  d Z 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m	  m
Z ddlmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZ ddlmZ ddlm Z  ddl!m"Z" e#dZ$G d	d
 d
Z%G dd dZ&G dd dZ'G dd dZ(G dd dZ)G dd dZ*dS )z* test positional based indexing with iloc     )datetimeN)IndexingError)NACategoricalCategoricalDtype	DataFrameIndexIntervalNaTSeries	Timestamparrayconcat
date_rangeinterval_rangeisnato_datetime)	is_scalar)"check_indexing_smoketest_or_raiseszuonly integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indicesc                   @   sP   e Zd Zejdddg dgejdddgejdg d	d
d ZdS )TestiLockey   r      r   kindseriesframecol)labelsmixedtsfloatsemptyc                 C   s(   | | d| }t|d|td d S )N_iloc)fails)getfixturevaluer   
IndexError)selfr   r   r   requestobj r,   /var/www/www-root/data/www/176.119.141.140/sports-predictor/venv/lib/python3.10/site-packages/pandas/tests/indexing/test_iloc.py"test_iloc_getitem_int_and_list_int)   s   
z+TestiLoc.test_iloc_getitem_int_and_list_intN)__name__
__module____qualname__pytestmarkparametrizer.   r,   r,   r,   r-   r   (   s    r   c                   @   s  e Zd ZdZejdedededg de	ede
g dgejdejejgdd Zejd	ejd
ddgejdeegdd Zdd Zdd Zejde
dedfgejdedddggddgedfedddgedfgdd Zd d! Zd"d# Zd$d% Zd&d' Zd(d) Zd*d+ Zejd,ddgg d-gd.d/ Z d0d1 Z!d2d3 Z"ejd	ejd
ddgd4d5 Z#ejd	ejd
ddgd6d7 Z$ejd	ejd
ddgd8d9 Z%d:d; Z&d<d= Z'd>d? Z(d@dA Z)dBdC Z*dDdE Z+ejd	ejd
ddgdFdG Z,ejd	ejd
ddgdHdI Z-ejd	ejd
ddgejddJgeddde
dJggejdKdLge
dLggdMdN Z.ejdOdPdQ Z/dRdS Z0dTdU Z1dVdW Z2dXdY Z3dZd[ Z4d\d] Z5d^d_ Z6d`da Z7dbdc Z8ejdKde9e
j:gddde Z;ejdfe<dJddgdhgdidj Z=dkdl Z>ejdejejgdmdn Z?dodp Z@dqdr ZAejdsee
jgdtdu ZBejd	ejd
ddgejddgeddvgdwdx ZCejd	ejd
ddgdydz ZDd{d| ZEd}d~ ZFdd ZGdd ZHdd ZIejdee
jgejdee
jgdd ZJdd ZKdd ZLeMjNdd ZOdd ZPdS )TestiLocBaseIndependentzTests Independent Of Base Classr   N   r   indexerc           	      C   s  t dtditd}tg d}|s|jjd |sJ | }|j}||||df< t d|i	t}|sBt
|d j|sBJ t|| d|jd< |d dksUJ t t
jg dtdtdd}| }||||df< t t|	ttdtdd}t|| d S )	Nr   r6   dtype)alphabetagammar<   r   r   r   r   r   )r   rangeobjectr   _mgrblocks_can_hold_elementcopyvaluesastypenpshares_memorytmassert_frame_equalr%   r   r   )	r)   r7   r   using_array_managerr   catdf	orig_valsexpectedr,   r,   r-   %test_iloc_setitem_fullcol_categorical?   s$   
  z=TestiLocBaseIndependent.test_iloc_setitem_fullcol_categorical.ignore:Setting a value on a view:FutureWarninghas_refTFboxc           
      C   s  t g d}||d}|r|d d  }|tu r|j}n|jjd }|tu r5||dd  |jd d< n||dd  |jd ddf< |tj g ddd}	t	||	 |s|tu rx|ro|j|usdJ t
|j|smJ d S |j|u svJ d S t
|d j|sJ d S d S )Nr   r   r6      i8r   r   )r6   rU   r6   rU   r8   )r   to_numpyr   rE   rA   arraysr%   rG   rI   assert_equalrH   )
r)   frame_or_seriesrS   rR   using_copy_on_writearrr+   viewrE   rO   r,   r,   r-   test_iloc_setitem_ea_inplacek   s*   z4TestiLocBaseIndependent.test_iloc_setitem_ea_inplacec                 C   sH   t g d}ttd|d}|jdsJ | }|jds"J d S )N)r   r   r   r6   index)r   r   r   )r   r   r?   r%   _is_scalar_accessto_frame)r)   r`   serrM   r,   r,   r-   test_is_scalar_access   s
   z-TestiLocBaseIndependent.test_is_scalar_accessc              	   C   s  t tjddtdd}d}tjt|d |jd d g df  W d    n1 s.w   Y  tjt|d |jdd	g  W d    n1 sLw   Y  tjt|d |jdd
g  W d    n1 sjw   Y  tjt|d |jdg  W d    n1 sw   Y  |d }tjt|d |jdg  W d    n1 sw   Y  tjt|d |jdg  W d    n1 sw   Y  d}tjt|d |jd	  W d    n1 sw   Y  tjt|d |jd
  W d    n1 sw   Y  tjt|d |jd	  W d    n	1 sw   Y  tjt|d |jd
  W d    n	1 s9w   Y  |jd d ddf }|jd d dd f }t	
|| |jd d ddf }|jd d d df }t	
|| |jd d dddf }|jd d d ddf }t	
|| |jd d dddf }|jd d dd df }t	
|| |jd d ddf }|jd d d df }t	
|| |jd d ddf }|jd d d df }t	
|| |jd d dddf }|jd d d df }t	
|| |jd d ddf }|jd d d df }t	
|| |jdd	 }|jdd  }t	|| |jd	d  }|jd d }t	|| |jd	d d }|jd d d }t	|| t tjddtdd}t	
|jd d ddf t |jtg |jjdd t	
|jd d ddf |jd d dgf  t	
|jdd |jdg  d}tjt|d |jg d  W d    n	1 sw   Y  d}tjt|d |jd d df  W d    d S 1 sw   Y  d S )Nr   )      ABCDEcolumnsz%positional indexers are out-of-boundsmatchr   r   r   r6   rU   rg   r      id   Aiz*single positional indexer is out-of-boundsrU   
   ir   r   i      rg   r   ABr6   r8   r`   rj      rU   rg   rx   )r   rG   randomdefault_rnglistr2   raisesr(   r%   rI   rJ   assert_series_equalstandard_normalr`   r   rj   r9   )r)   rM   msgsresultrO   dflr,   r,   r-   test_iloc_exceeds_bounds   s   .$z0TestiLocBaseIndependent.test_iloc_exceeds_boundszindex,columnsrf   rh   zindex_vals,column_valsrp   D12i  r   c                 C   sn   t tjdt|t|f||d}d}tjt|d |j	||f  W d    d S 1 s0w   Y  d S )Nr   rw   z$.iloc requires numeric indexers, gotrk   )
r   rG   rz   r{   r   lenr2   r}   r(   r%   )r)   r`   rj   
index_valscolumn_valsrM   r   r,   r,   r-   test_iloc_non_integer_raises   s   "z4TestiLocBaseIndependent.test_iloc_non_integer_raisesc                 C   s`   t tddd}t||}tjtdd |j	d  W d    d S 1 s)w   Y  d S )Nro   rq   zCannot index by location indexrk   a)
r   rG   arangereshaperI   get_objr2   r}   	TypeErrorr%   )r)   rZ   r+   r,   r,   r-    test_iloc_getitem_invalid_scalar  s
   "z8TestiLocBaseIndependent.test_iloc_getitem_invalid_scalarc                 C   sr   t g d}| }tg dg dg ddg dd}|j|  t|| |jd d |f  t|| d S )N)r   r   r   )ro   e   f   )g   h   i   )j   k   l   rp   BCr   r   r6   r_   )rG   r   rD   r   r%   rI   assert_numpy_array_equal)r)   array_with_neg_numbers
array_copyrM   r,   r,   r-   -test_iloc_array_not_mutating_negative_indices  s   
zETestiLocBaseIndependent.test_iloc_array_not_mutating_negative_indicesc                 C   s   t g dg dd}|d }|jd }|jd }t|| |jdg }|jdg }t|| |jd }|jd }||ksAJ |jdg }|jdg }t|| tdgdgd}|jd	g }t|| d S )
N)r   r6   rg   )   rs      rp   r   rp   r   r   r_   r   )r   r%   rI   r~   rJ   r   )r)   rM   r   rO   r   r,   r,   r-   /test_iloc_getitem_neg_int_can_reach_first_index)  s"   



zGTestiLocBaseIndependent.test_iloc_getitem_neg_int_can_reach_first_indexc                 C   s   t d dddddg}t ddddddg}t||gdd}|jd }t|s+J |jdd d f }ttjdddgg d	dd
}t|| d S )Nr   r   r   r6   rU   axisr=   r   rp   r   rp   r   )r`   name)	r   r   r%   r   r   rG   nanrI   r~   )r)   df1df2rM   r   rO   r,   r,   r-   test_iloc_getitem_dupsD  s   
z.TestiLocBaseIndependent.test_iloc_getitem_dupsc                 C   s   t dddddddddd	d
dg}t ddddg}t|jdg | t ddddddddg}t|jddg | t dddd	d
dgddgd}|jddgddgf }t|| d S )Nr   r   r6   r   ro      ,        r   )r   r   r_   )r   rI   rJ   r%   r)   rM   rO   r   r,   r,   r-   test_iloc_getitem_arrayR  s   


 z/TestiLocBaseIndependent.test_iloc_getitem_arrayc                 C   s   t dddddddddd	d
dg}t ddddddddg}|jg d }t|| t dddddd	d
dgddgd}|jdd  }t|| d S )Nr   r   r6   r   ro   r   r   r   r   r   )TTFr   r_   c                 S   s   | j d dkS )Nr   r   r_   xr,   r,   r-   <lambda>u  s    z@TestiLocBaseIndependent.test_iloc_getitem_bool.<locals>.<lambda>r   r%   rI   rJ   r   r,   r,   r-   test_iloc_getitem_boole  s   


z.TestiLocBaseIndependent.test_iloc_getitem_boolr`   )TFTFc                 C   sb   t g d}dt| dt| }tjt|d |j|  W d    d S 1 s*w   Y  d S )Nr   z Boolean index has wrong length: z instead of rk   )r   r   r2   r}   r(   r%   )r)   r`   r   r   r,   r,   r-   test_iloc_getitem_bool_diff_lenx  s
   "z7TestiLocBaseIndependent.test_iloc_getitem_bool_diff_lenc                 C   s   t dddddddddd	d
dg}t ddddddddg}|jd d }t|| t dddgdgd}|jddddf }t|| t dddddddd
dg}|jd d dd f }t|| d S )Nr   r   r6   r   ro   r   r   r   r   r   r   r_   r   )rp   r   c                 S      ddgS )Nr   r   r,   )rM   r,   r,   r-   r         zATestiLocBaseIndependent.test_iloc_getitem_slice.<locals>.<lambda>r   r   r,   r,   r-   test_iloc_getitem_slice  s"   


z/TestiLocBaseIndependent.test_iloc_getitem_slicec                 C   s  t tjddg dd}t tjdjddddddd	d
gd}t||gdd}t	|j
d d d df | t	|j
d d dd f | t||gdd}t	|j
d d d df | t	|j
d d dd f | t||j
d d dgf gdd}t	|j
d d ddf | t||gdd}t	|j
ddd df | t	|j
dddd f | t	|j
dd d df | t	|j
dd dd f | d S )Nr   rq   rU   )rp   rp   r   r   ri   r   rq   rf   sizerp   r   r   r   rU   r6   )r   rG   rz   r{   r   integersr   r   rI   rJ   r%   )r)   r   r   rM   expr,   r,   r-   test_iloc_getitem_slice_dups  s*    "z4TestiLocBaseIndependent.test_iloc_getitem_slice_dupsc                 C   s   t tjddtdddtdddd}|r |d d  }d|jd	< |jd	 }|dks0J d|jd d ddf< |jd d ddf }|jd d ddf }t|| t	dg d
d}|jdd  d7  < t	g dg d
d}t
|| d S )Nr   rU   rU   r         r6   rw   r   r   r   ry   r_   r   r   r   )r   rG   rz   r{   r   r   r%   rI   rJ   r   r~   )r)   warn_copy_on_writerR   rM   r]   r   rO   r   r,   r,   r-   test_iloc_setitem  s$   

z)TestiLocBaseIndependent.test_iloc_setitemc                 C   s  t g dg dg dg}|d t|d< |r|d d  }t g dg dg dg}|d t|d< d|jddd	< t|| t g dg dg dg}|d t|d< |r`|d d  }t g d
g dg dg}|d t|d< d|jddd	< t|| d S )N)rx   crq   )r   drs   )r   er   r   )rg   rg   rg   rg   r   r   r   )rx   r   rg   )r   r   rg   )r   r   rg   )r   rF   r@   r%   rI   rJ   r)   rR   rM   r]   rO   r,   r,   r-   test_iloc_setitem_axis_argument  s    z7TestiLocBaseIndependent.test_iloc_setitem_axis_argumentc                 C   s   t tddg dg dd}|r|d d  }|jddgddgf  |jddgddgf  d7  < t tg d	dg dg dd}t|| d S )
N	   r6   r6   r   rw   r   r   r   ro   )	r   r   r   r6   r   r   rx   r   r   )r   rG   r   r   r%   r   rI   rJ   r   r,   r,   r-   test_iloc_setitem_list  s   z.TestiLocBaseIndependent.test_iloc_setitem_listc                 C   sp   t g d}t g d}| }ddg|jt ddg< t|| | }ddg|jtddg< t|| d S )N)r   r   r   r6   )r   r   r6   r   r   r   r   )r   rD   r%   rI   r~   r   )r)   s_origrO   r   r,   r,   r-   test_iloc_setitem_pandas_object  s   z7TestiLocBaseIndependent.test_iloc_setitem_pandas_objectc                 C   sf  t d dddddg}t ddddddg}t||gdd}|d}t|jd d df }|| j}|j|df |j|df< t|| t ddgddgd}d	d	g|_	|d
= t|| |jddgddgf |jddgddgf< t|| |jddgddgf j
dd|jddgddgf< |jddgddgf j
dd|jddgddgf< t|| d S )Nr   r   r   r6   rU   r   r   r>   r   rp   T)drop)r   r   fillnarG   isnanr%   r`   rI   rJ   rj   reset_index)r)   r   r   rM   rO   indsmaskr,   r,   r-   test_iloc_setitem_dups  s"   


(00z.TestiLocBaseIndependent.test_iloc_setitem_dupsc                 C   s  t ddgddggddgd}|jd d df d|jd d df< |s-t|jjdks-J tjtdd	 |jd d df d
 |jd d df< W d    n1 sQw   Y  |sbt|jjdksbJ |	 }|jddgddgf |jddgddgf< t
|| d S )Nr   r   r   r6   r   ri   f8incompatible dtyperk   g      ?)r   r%   rF   r   rA   rB   rI   assert_produces_warningFutureWarningrD   rJ   )r)   rK   rM   rO   r,   r,   r-   9test_iloc_setitem_frame_duplicate_columns_multiple_blocks   s   &&(zQTestiLocBaseIndependent.test_iloc_setitem_frame_duplicate_columns_multiple_blocksc                 C   s  t tjddtdddtdddd}|jd }|jd }t	|| |jd }|jd	 }||ks6J |jdd }|jdd
 }t
|| |jd d ddf }|jd d ddf }t
|| |jg d }|jg d }t
|| |jg dddgf }|jg dddgf }t
|| |jg dddgf }|jg dddgf }t
|| |jg dddgf }|jg dddgf }t
|| ttddtd}|j|j }|jg d }t
|| d S )Nr   r   r   rf   r   rw   rU   )r   r   r      r6   rg   )r   r   r6   )r   r   rx   r   )r   r   r6   r   )rt   r   rx   rx   )r   r   r   r6   )rt   rt   r   rx   )r`   r9   )r   rU   rx   r   )r   rG   rz   r{   r   r?   r%   locrI   r~   rJ   r   r@   r`   )r)   rM   r   r   rO   r   r,   r,   r-   test_iloc_getitem_frame=  sB   





z/TestiLocBaseIndependent.test_iloc_getitem_framec                 C   s  t tjddtdtdd}|jd }|jd }||ks"J |jd d ddf }|jd d d	gf }t	|| |jd
 }|jd }||ksMJ d}t
jt|d |jd  W d    n1 sfw   Y  d}t
jt|d |jd  W d    d S 1 sw   Y  d S )Nr   r   
abcdefghijABCDrw   r   )br   r6   r   )r   r   )jr   zCindex 5 is out of bounds for axis 0 with size 4|index out of boundsrk   )rq   rg   zLocation based indexing can only have \[integer, integer slice \(START point is INCLUDED, END point is EXCLUDED\), listlike of integers, boolean array\] types)r   rG   rz   r{   r   r|   r%   r   rI   rJ   r2   r}   r(   
ValueError)r)   rM   r   r   rO   r   r,   r,   r-    test_iloc_getitem_labelled_framen  s.   



"z8TestiLocBaseIndependent.test_iloc_getitem_labelled_framec                 C   s  t jdd}tddd}td}t|||d}|  |jdd	d
df }t|dd	d
df |dd	 |d
d d}t	
|| td|_|jdd	d
df }t|dd	d
df |dd	 tdd}t	
|| t jdd}ttd
dd}ttd
dd}t|||d}|s|jjd
 j |jdd	ddf }t|dd	ddf |dd	 |dd d}t	
|| d S )Nr   )rx   rU   20130101rx   )periodsr   rw   r6   rg   r   aaaaaar   r   r   rU   )rG   rz   r{   r   r   r|   r   describer%   rI   rJ   rj   r?   rA   rB   mgr_locs)r)   rK   r\   r`   rj   rM   r   rO   r,   r,   r-   test_iloc_getitem_doc_issue  s*   .
*.z3TestiLocBaseIndependent.test_iloc_getitem_doc_issuec                 C   sp  t tjddtdtdd}|r|d d  }d|jd< |jd }|dks*J d|jd d dd	f< |jd d dd	f }|jd d dd	f }t|| t	tjdd
t
dddd}d|jd< |jd }|dksrJ d|jd d< |jd d }|jd d }t|| t	dgd }g d|jdd d< g d|jdd d< |}t	g d}t|| d S )Nr   r   r   r   rw   r   r   r   r6   rq   rf   r_   rU   r   rx   )r   r   rU   )r   r6   rg   rm   )r   rG   rz   r{   r   r|   r%   rI   rJ   r   r?   r~   )r)   rR   rM   r]   r   rO   r   r,   r,   r-   test_iloc_setitem_series  s8   

"

z0TestiLocBaseIndependent.test_iloc_setitem_seriesc                 C   s   t tjdddtjddddd}|r|d d  }ddgddgg|jd	d
< t g dg dd}t|| t g dtjddddd}|rO|d d  }ddgddgg|jd	d
< t g dg dd}t|| d S )Nrg   int64r8   rq   r   rs   r   r   r   rU   )r   r   rq   r   rU   )rg   rx   rs   r   r   r   r   r   r   r   r   y)r   r   r   r   r   )r   rG   r   r%   rI   rJ   r   r,   r,   r-   test_iloc_setitem_list_of_lists  s    z7TestiLocBaseIndependent.test_iloc_setitem_list_of_listsr   valueZc                 C   sf   t ddgddggddgddti}|r|d d  }||jd|f< |jd	 }t|r/|d
ks1J d S )Nr   r   r6   rU   rp   r   ri   r   r=   r   )r   rF   r@   r%   r   )r)   rR   r7   r   rM   r]   r   r,   r,   r-   #test_iloc_setitem_with_scalar_index  s   &

z;TestiLocBaseIndependent.test_iloc_setitem_with_scalar_indexzignore::UserWarningc                 C   s  t ttdtddgd}|jd dk}d}tjt|d |j|  W d    n1 s.w   Y  tt||_	d	}tjt
|d |j|  W d    n1 sSw   Y  |jtjd
gt| td }t|| td}d| }dd |D }t ||d|}ddddddddd	d	}dD ]r}	|jdkj}|	rt||	d d d }
t|t|
}dD ]T}z|rt||dd  }n|}tt|| d  }W n ttt
fy } z
t|}W Y d }~nd }~ww |	|f}||}||krtd| d| d| dqqd S )Nrg   rh   r   rw   r   r   zBiLocation based boolean indexing cannot use an indexable as a maskrk   zDiLocation based boolean indexing on an integer type is not availableTr8   rU   c                 S   s   g | ]}t |qS r,   )bin).0numr,   r,   r-   
<listcomp>  s    z:TestiLocBaseIndependent.test_iloc_mask.<locals>.<listcomp>)locsnums0b11000b11ztUnalignable boolean Series provided as indexer (index of the boolean Series and of the indexed object do not match).)	)N )N.loc)N.iloc)r`   r  )r`   r  )r`   r  )r   r  )r   r  )r   r  )Nr`   r   r   )r  r  r  r   r   [z] does not match [z], received [])r   r|   r?   r   r2   r}   r   r%   r   r`   NotImplementedErrorrG   r   boolrI   rJ   r   r   rE   getattrr   strr   sumr   getAssertionError)r)   rM   r   r   r   r   r   repsrO   idx
mask_indexmethodaccessoranswererrr   rr,   r,   r-   test_iloc_mask  sj   


z&TestiLocBaseIndependent.test_iloc_maskc                 C   s   t dgd dgd d}tdd }|j| }t|d| d| g}|j| }t|| t dgd	 dgd	 d}t|d| d| g}tjt	d
d |j
|  W d    d S 1 s_w   Y  d S )N皙?r   r   r   rn   c   r   r6   r   znot in indexrk   )r   rG   r   r%   r   rI   rJ   r2   r}   KeyErrorr   )r)   rM   r  rO   df3r   r   r,   r,   r-   test_iloc_non_unique_indexingJ  s   

"z5TestiLocBaseIndependent.test_iloc_non_unique_indexingc                 C   s   t tdtdd tdD ddtdd tdD ddd	}tj|jd d g f |jd d d d
f ddd tj|jg d d f |jd d
d d f ddd tj|jg  |jd d
d d f ddd d S )Nru   c                 S      g | ]}d | qS zi-r,   r   ir,   r,   r-   r   ^      zNTestiLocBaseIndependent.test_iloc_empty_list_indexer_is_ok.<locals>.<listcomp>rg   r   r   c                 S   r  r  r,   r  r,   r,   r-   r   _  r!  r   rw   r   T)check_index_typecheck_column_type)r   rG   onesr   r?   rI   rJ   r%   r)   rM   r,   r,   r-   "test_iloc_empty_list_indexer_is_ok[  s(    
z:TestiLocBaseIndependent.test_iloc_empty_list_indexer_is_okc                 C   sX  t dg di}|jd d  }||usJ t|d |d s!J t| g d|jd d df< W d    n1 s<w   Y  |rP|d g dk sOJ n
|d dk sZJ tg d}|jd d  }||usmJ t| g d|d d< W d    n1 sw   Y  |rt|d d g dksJ d S t|d d g dksJ d S )Nr   r   )rU   rU   rU   rU   )r   r   r6   rU   rg   rx   r   r   r   r6   )	r   r%   rG   rH   rI   assert_cow_warningr   allr   )r)   r[   r   original_df	sliced_dforiginal_seriessliced_seriesr,   r,   r-   &test_identity_slice_returns_new_objectt  s&     z>TestiLocBaseIndependent.test_identity_slice_returns_new_objectc                 C   sD   t ddgddgg}|jtd }tddgdd}t|| d S )Nr   r   r6   rU   r   r"  )r   r%   rG   r   r   rI   r~   )r)   rM   r   r   r,   r,   r-   test_indexing_zerodim_np_array  s   z6TestiLocBaseIndependent.test_indexing_zerodim_np_arrayc                 C   s,   t ddg}|jtd }|dksJ d S )Nr   r   r   )r   r%   rG   r   )r)   r   r   r,   r,   r-   %test_series_indexing_zerodim_np_array  s   z=TestiLocBaseIndependent.test_series_indexing_zerodim_np_arrayc                 C   s   t g d}t|g dddd}t|d |sJ |d d d |jd d df< t|d |s3J t g d	g dd
}t|| d S )Nr   r   )r   r   F)rD   r   r   r   )r   r   rp   
categories)r   r   rI   rH   r%   assert_categorical_equal)r)   rL   rM   rO   r,   r,   r-   -test_iloc_setitem_categorical_updates_inplace  s   zETestiLocBaseIndependent.test_iloc_setitem_categorical_updates_inplacec                 C   s:  t ddgddgddgdtjgg}|j|jdk  d9  < t ddgddgdd	gdtjgg}t|| |j|jdk  d9  < t ddgddgdd	gd
tjgg}t|| |jg d  d9  < t ddgdd
gdd	gd
tjgg}t|| |jg d  d  < t ddgddgddgdtjgg}t|| d S )Nr   r   r   r6   rU   rg   rx   r   rq   r   )TTFF)FFTTg      @g      (@g      @)r   rG   r   r%   r`   rI   rJ   r)   r   rO   r,   r,   r-    test_iloc_with_boolean_operation  s   """""z8TestiLocBaseIndependent.test_iloc_with_boolean_operationc                 C   sR   t dtd i}|jd }tdgg dd}t|dgddd}t|| d S )	Nr   z	a b c d er   r   r   r2  category)r`   r   r9   )r   r   splitr%   r   rI   r~   )r)   rM   r   raw_catrO   r,   r,   r-   ?test_iloc_getitem_singlerow_slice_categoricaldtype_gives_series  s
   
zWTestiLocBaseIndependent.test_iloc_getitem_singlerow_slice_categoricaldtype_gives_seriesc                 C   s   t g dd}|jdd }t ddgtg d}t|| |jddg }t ddgtg d}t|| |jg d }t dgtg d}t|| d S )Nr   r8  r   r   r   TFF)r   rF   r%   r   rI   r~   )r)   rd   r   rO   r,   r,   r-   $test_iloc_getitem_categorical_values  s   z<TestiLocBaseIndependent.test_iloc_getitem_categorical_valuesc                 C   s<   t g ddd}||jd< t tddgdd}t|| d S )Nr   ztimedelta64[ns]r8   r   r   r   )r   r%   r
   rI   r~   )r)   r   r   rO   r,   r,   r-   %test_iloc_setitem_td64_values_cast_na  s   
z=TestiLocBaseIndependent.test_iloc_setitem_td64_values_cast_nanot_nar   g      ?c                 C   sX   t |gd}t||||g|d}|||g|jd d< t||||g|d}t|| d S )Nr2  r8   r6   )r   r   r%   rI   r~   )r)   r?  nulls_fixturer9   rd   r   r,   r,   r-   $test_setitem_mix_of_nan_and_interval  s   z<TestiLocBaseIndependent.test_setitem_mix_of_nan_and_intervalc                 C   s   t g }ttjdt|t|f||d}tjdjddd}d|j }t	j
t|d d|j|< W d    d S 1 sAw   Y  d S )	Nr   rw   rg   )r   r   r   r   zCannot set values with ndim > rk   r   )r   r   rG   rz   r{   r   r   r   ndimr2   r}   r   r%   )r)   r  r+   nd3r   r,   r,   r-   4test_iloc_setitem_empty_frame_raises_with_3d_ndarray  s   "zLTestiLocBaseIndependent.test_iloc_setitem_empty_frame_raises_with_3d_ndarrayc                 C   s   t d}t|}t d}|jdd t|}t||g d ||g d  t||dg ||dg  t||d ||d  t||dd ||dd  d S )Nrq   F)writer   r   r6   )rG   eyer   setflagsrI   rJ   r~   )r)   r7   rw_arrayrw_dfro_arrayro_dfr,   r,   r-   "test_iloc_getitem_read_only_values  s   

$ (z:TestiLocBaseIndependent.test_iloc_getitem_read_only_valuesc                 C   s   t dtjdddi}tg d}d|j_|j| }|jg d }t	|| |d j| }|d jg d }t
|| d S )Ndataro   float64r8   )r   r6   rx   F)r   rG   r%  r   flags	writeabler%   r   rI   rJ   r~   )r)   rM   indicesr   rO   r,   r,   r-   test_iloc_getitem_readonly_key  s   
z6TestiLocBaseIndependent.test_iloc_getitem_readonly_keyc                 C   sR   t dgdgd}tg d|jd< t dtg dgidgdgd}t|| d S )Nr   r   rj   r`   r   r=   )r   r   r%   rI   rJ   r)   rM   rO   r,   r,   r-   "test_iloc_assign_series_to_df_cell   s    z:TestiLocBaseIndependent.test_iloc_assign_series_to_df_cellklassc                 C   sd   t g dg dd}|g d}|j|df d |j|df< t g dg dd}t|| d S )N)r   r   z)r   r6   rU   )flagr   r<  r   r   )r   r6   rU   r   )r)   rV  rM   r7   rO   r,   r,   r-   test_iloc_setitem_bool_indexer'  s
   z6TestiLocBaseIndependent.test_iloc_setitem_bool_indexerr   c                 C   s   t g dg dd}t g dg dg dd}|r!|d d  }|jd d dgf |jd d |f< t g dg dg dd}t|| d S )	N)rs   r   r   )r         )a2b2r   ry   r(  r   r   r   r   r   )r)   r7   rR   r   r   r]   rO   r,   r,   r-   %test_iloc_setitem_pure_position_based0  s   "z=TestiLocBaseIndependent.test_iloc_setitem_pure_position_basedc                 C   s   t ddgddgd}|r|d d  }ddd}||jd< t ddgddgd}t|| t ddgddgd}|rA|d d  }||jd< t ddgddgd}t|| d S )Nr   r   )r   r   r   r  g       @g     X@r   )r)   rR   rM   r]   rhsrO   r,   r,   r-   "test_iloc_setitem_dictionary_value=  s   


z:TestiLocBaseIndependent.test_iloc_setitem_dictionary_valuec                 C   sp  t tjddg dtdd}|jdd  }t|j	d | |jdd df }t
|j	d	 | g d
|_|jdd  }t|j	d | |jdd df }t
|j	d	 | t tjddg dtdd}|jdd }t|j	d | |jdddf }t
|j	d	 | g d|_|jddg }t|j	d | |jddgdf }t
|j	d	 | d S )Nr   r   )r  皙?rb  abcrw   r   rb  r   )rb  r   )r   rb  rb  )rU   r6   )r   rb  rb  r   r   )r  rb  r   rb  )r   rG   rz   r{   r   r|   r%   rI   rJ   r   r~   r`   )r)   rM   expectr,   r,   r-   "test_iloc_getitem_float_duplicatesQ  s8   

z:TestiLocBaseIndependent.test_iloc_getitem_float_duplicatesc                 C   s   G dd d}t ddgdgd}|d|jd< |d|jd< t ddgdgd}|d|jd< t|| t ddgdgd}|d|jd< tj|jd< t ddgdgd}t|| d S )Nc                   @   s>   e Zd ZdddZdefddZeZdefddZd	d
 Z	dS )zCTestiLocBaseIndependent.test_iloc_setitem_custom_object.<locals>.TOreturnNc                 S   s
   || _ d S Nr   )r)   r   r,   r,   r-   __init__y  s   
zLTestiLocBaseIndependent.test_iloc_setitem_custom_object.<locals>.TO.__init__c                 S   s   d| j  dS )Nr  r  rh  r)   r,   r,   r-   __str__|  s   zKTestiLocBaseIndependent.test_iloc_setitem_custom_object.<locals>.TO.__str__c                 S   s   | j |j kS rg  rh  )r)   otherr,   r,   r-   __eq__  s   zJTestiLocBaseIndependent.test_iloc_setitem_custom_object.<locals>.TO.__eq__c                 S   s   | S rg  r,   rj  r,   r,   r-   r]     s   zHTestiLocBaseIndependent.test_iloc_setitem_custom_object.<locals>.TO.view)rf  N)
r/   r0   r1   ri  r  rk  __repr__r	  rm  r]   r,   r,   r,   r-   TOx  s    
ro  r   r   rw   ra   r   )r   r%   rI   rJ   rG   r   )r)   ro  rM   r   r,   r,   r-   test_iloc_setitem_custom_objectv  s   z7TestiLocBaseIndependent.test_iloc_setitem_custom_objectc                 C   s   t tjddtdtdd}|jd }t|tsJ t	|j
|j
d  |jjd d df }t|ts9J t	|j
|j
d  d S )Nr   r   ABCaabrS  r   )r   rG   rz   r{   r|   r%   
isinstancer   rI   assert_almost_equalrE   T)r)   rM   r   r,   r,   r-   !test_iloc_getitem_with_duplicates  s   
z9TestiLocBaseIndependent.test_iloc_getitem_with_duplicatesc                 C   sP   t g dg dgg dd}|jd d dgf }|jdgdd}t|| d S )Nr   ry   )r   r   r   ri   r   r   r   )r   r%   takerI   rJ   r)   rM   r   rO   r,   r,   r-   "test_iloc_getitem_with_duplicates2  s   z:TestiLocBaseIndependent.test_iloc_getitem_with_duplicates2c                 C   s   t tddddgi}|jd }ttdddidd}t|| |jd d df }tddgtddd}t|| | }|jd d df  d7  < t tddddgi}t|| d S )Nr   r   r   r"  r6   )r   r	   r%   r   rI   r~   rD   rJ   rx  r,   r,   r-   test_iloc_interval  s   
z*TestiLocBaseIndependent.test_iloc_intervalindexing_funcrhs_funcc                 C   s   t g d}|ddg|j|g d< t g d}t|| tdg di}|dgdgg|j|g d< tdg di}t|| d S )Nr   rg   rq   TFT)rg   r   rq   r   )r   r%   rI   r~   r   rJ   )r)   r|  r{  rd   rO   rM   r,   r,   r-   test_loc_setitem_boolean_list  s   z5TestiLocBaseIndependent.test_loc_setitem_boolean_listc                 C   s~   t dg didd}|jd d d d df }t|| d|d< |jd d d d df }t |d |d d}t|| d S )	Nrp   r   Int64r8   r   foor   )r   rp   r   )r)   rM   resrO   r,   r,   r-   .test_iloc_getitem_slice_negative_step_ea_block  s   zFTestiLocBaseIndependent.test_iloc_getitem_slice_negative_step_ea_blockc                 C   sl   t dg didd}tdgdgg|jtddgtdgf< t dg di|d jd}t|| d S )	Nstatusr^  r8  r8   r   r   r   )r   r   r   )r   rG   r   r%   r9   rI   rJ   rT  r,   r,   r-   *test_iloc_setitem_2d_ndarray_into_ea_block  s   .zBTestiLocBaseIndependent.test_iloc_setitem_2d_ndarray_into_ea_blockc                 C   sV   t ddj}t|}|jd }|d |d ksJ |d |d< |d |d ks)J d S )Nr   g      $@r   r   r   )r   _valuesr   r%   )r)   r\   rM   rd   r,   r,   r-   *test_iloc_getitem_int_single_ea_block_view  s   
zBTestiLocBaseIndependent.test_iloc_getitem_int_single_ea_block_viewc                 C   s   t ddgddgd}|r9tjtdd t dtddgi|jd d d	gf< W d    d S 1 s2w   Y  d S t dtddgi|jd d d	gf< t td
tdgddgd}tj||dd d S )Nz
2022-01-01z
2022-01-0220212022r   z%Setting an item of incompatible dtyperk   rp   r   z2021-01-01 00:00:00z2022-01-01 00:00:00F)check_dtype)r   rI   r   r   r   r%   r   rJ   )r)   using_infer_stringrM   rO   r,   r,   r-   )test_iloc_setitem_multicolumn_to_datetime  s    &"$	zATestiLocBaseIndependent.test_iloc_setitem_multicolumn_to_datetime)Qr/   r0   r1   __doc__r2   r3   r4   slicer?   r   rG   asarrayrI   r   r%   rP   filterwarningsr   r   r^   re   r   r   r|   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r  r  r'  r/  r0  r1  r5  r7  r;  r=  r
   r   r>  r	   rA  rD  rL  rR  rU  rY  r_  ra  re  rp  rv  ry  rz  r~  r  r  td&skip_array_manager_not_yet_implementedr  r  r,   r,   r,   r-   r5   <   s    

 "
e	



1#
$
$
$

E!	







%"
r5   c                   @   sB   e Zd Zdd Zejdejdddgdd Zd	d
 Z	dS )TestILocErrorsc              	   C   s   |}|t u r
| }d}tjt|d |jd  W d    n1 s#w   Y  tjttd/ t	|o7|t u  d|jd< W d    n1 sIw   Y  W d    d S W d    d S 1 saw   Y  d S )Nz5Cannot index by location index with a non-integer keyrk   g      @r   )
r   rc   r2   r}   r   r%   r(   _slice_iloc_msgrI   r)  )r)   series_with_simple_indexrZ   r   r+   r   r,   r,   r-   test_iloc_float_raises
  s    

"z%TestILocErrors.test_iloc_float_raisesrQ   rR   TFc                 C   s   t jtdd |jd d d d d d f  W d    n1 s w   Y  |r-|d d  }t jtdd d|jd d d d d d f< W d    d S 1 sNw   Y  d S )NzToo many indexersrk   ztoo many indices for arrayr   )r2   r}   r   r%   r(   )r)   float_framerR   r]   r,   r,   r-   *test_iloc_getitem_setitem_fancy_exceptions"  s   "z9TestILocErrors.test_iloc_getitem_setitem_fancy_exceptionsc                 C   s   t dg di}t dg di}d}tjt|d d|j|< W d    n1 s)w   Y  d}tjt|d |j|  W d    d S 1 sHw   Y  d S )Nr   r   r}  zADataFrame indexer for .iloc is not supported. Consider using .locrk   r   zWDataFrame indexer is not allowed for .iloc
Consider using .loc for automatic alignment.)r   r2   r}   r   r%   r(   )r)   rM   r7   r   r,   r,   r-   test_iloc_frame_indexer.  s   "z&TestILocErrors.test_iloc_frame_indexerN)
r/   r0   r1   r  r2   r3   r  r4   r  r  r,   r,   r,   r-   r    s    

r  c                   @   sB   e Zd Zdd Zdd Zdd Zejg ddd	gd
d Z	dS )TestILocSetItemDuplicateColumnsc                 C   s   t d dddddg}t ddddddg}t||gdd}d|jd< |jd dks.J |jd	 dks7J |jjd tjksBJ d S )
Nr   r   r   r6   rU   r   r   r=   )r   r   )r   r   r%   dtypesrG   r   )r)   r   r   rM   r,   r,   r-   *test_iloc_setitem_scalar_duplicate_columns?  s   
zJTestILocSetItemDuplicateColumns.test_iloc_setitem_scalar_duplicate_columnsc                 C   sP   t g dgg dd}dg|jd d df< t g dgg dd}t|| d S )N)r   r  str2r   r   r   ri   str3r   )r   r  r  r   rT  r,   r,   r-   (test_iloc_setitem_list_duplicate_columnsJ  s   zHTestILocSetItemDuplicateColumns.test_iloc_setitem_list_duplicate_columnsc                 C   sf   t tjdtjdddg dd}|jd d df tj|jd d df< |jjd tjks1J d S )Nr   r8   r   rU   r   ri   r   )	r   rG   r   r   r   r%   rF   rN  r  r&  r,   r,   r-   *test_iloc_setitem_series_duplicate_columnsS  s
   (zJTestILocSetItemDuplicateColumns.test_iloc_setitem_series_duplicate_columns)r  
init_valueexpected_value)r   0r   )floatz1.2g333333?c                 C   sj   t |ddggg dtd}|jd d df ||jd d df< t |ddggg dtd}t|| d S )Nr  r  r  )rj   r9   r   )r   r@   r%   rF   rI   rJ   )r)   r  r  r  rM   expected_dfr,   r,   r-   *test_iloc_setitem_dtypes_duplicate_columnsZ  s   &
zJTestILocSetItemDuplicateColumns.test_iloc_setitem_dtypes_duplicate_columnsN)
r/   r0   r1   r  r  r  r2   r3   r4   r  r,   r,   r,   r-   r  >  s    	r  c                   @   s   e Zd Zdd Zdd ZdS )TestILocCallablec                 C   s  t g dtddtdd}|jdd  }t||jdd	g  |jd
d d d f }t||jdd	gd d f  |jdd dd f }t||jdd	gdf  |jdd dd f }t||jdd	gdgf  |jdd	gdd f }t||jdd	gdf  |jdd	gdd f }t||jdd	gdgf  |jdd df }t||jdd	gdf  |jdd dgf }t||jdd	gdgf  d S )NrT   aabbXYr   r_   c                 S   r   Nr   r6   r,   r   r,   r,   r-   r   x  r   zCTestILocCallable.test_frame_iloc_getitem_callable.<locals>.<lambda>r   r6   c                 S   r   r  r,   r   r,   r,   r-   r   {  r   c                 S   r   r  r,   r   r,   r,   r-   r   ~  r   c                 S      dS Nr   r,   r   r,   r,   r-   r   ~      r   c                 S   r   r  r,   r   r,   r,   r-   r     r   c                 S      dgS r  r,   r   r,   r,   r-   r         c                 S   r  r  r,   r   r,   r,   r-   r     r  c                 S   r  r  r,   r   r,   r,   r-   r     r  c                 S   r   r  r,   r   r,   r,   r-   r     r   c                 S   r   r  r,   r   r,   r,   r-   r     r   )r   r|   r%   rI   rJ   r~   )r)   rM   r  r,   r,   r-    test_frame_iloc_getitem_callables  s"    z1TestILocCallable.test_frame_iloc_getitem_callablec                 C   sJ  t g dttdtddtdd}| }d|jdd	 < | }d|jd
dg< t|| | }d|jdd	 d d f< | }d|jd
dgd d f< t|| | }d|jdd	 dd	 f< | }d|jd
dgdf< t|| | }d|jdd	 dd	 f< | }d|jd
dgdgf< t|| | }d|jd
dgdd	 f< | }d|jd
dgdf< t|| | }d|jd
dgdd	 f< | }d|jd
dgdgf< t|| | }d|jdd	 df< | }d|jd
dgdf< t|| | }ddg|jdd	 dgf< | }ddg|jd
dgdgf< t|| d S )NrT   r  r8   r  r   r_   r   c                 S   r   r  r,   r   r,   r,   r-   r     r   zCTestILocCallable.test_frame_iloc_setitem_callable.<locals>.<lambda>r   r6   r   c                 S   r   r  r,   r   r,   r,   r-   r     r   rg   c                 S   r   r  r,   r   r,   r,   r-   r     r   c                 S   r  r  r,   r   r,   r,   r-   r     r     c                 S   r   r  r,   r   r,   r,   r-   r     r   c                 S   r  r  r,   r   r,   r,   r-   r     r  r   c                 S   r  r  r,   r   r,   r,   r-   r     r  c                 S   r  r  r,   r   r,   r,   r-   r     r  rq   c                 S   r   r  r,   r   r,   r,   r-   r     r   c                 S   r   r  r,   r   r,   r,   r-   r     r   )r   r   r|   r@   rD   r%   rI   rJ   )r)   rM   r  r   r,   r,   r-    test_frame_iloc_setitem_callable  sX   z1TestILocCallable.test_frame_iloc_setitem_callableN)r/   r0   r1   r  r  r,   r,   r,   r-   r  r  s    r  c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestILocSeriesc           	   	   C   sL  t tjddttdddd}| }tt|D ]}|j	| }||j
|  }t|| q|j	tdd }|jdd }t|| td # t| d|d d < W d    n1 scw   Y  W d    n1 srw   Y  |rt|| n|j	dd dk sJ |j	g d	 }||j
g d	 }t|| d S )
Nr   rq   r   rf   r_   r   r6   rU   )r   r   r6   rU   rg   )r   rG   rz   r{   r   r|   r?   rD   r   r%   r`   rI   rt  r  r   r~   r   r)  r*  reindex)	r)   r[   r   rd   ser_originalr   r   r   rO   r,   r,   r-   	test_iloc  s.   
zTestILocSeries.test_ilocc                 C   s*   t g dg dd}|jd dksJ d S )Nr   r   r_   r   )r   r%   )r)   rd   r,   r,   r-   test_iloc_getitem_nonunique  s   z*TestILocSeries.test_iloc_getitem_nonuniquec                 C   sT   t g d}t g dg dd}|jdd |jdd< t g d}t|| d S )Nr   ry   )r   r   r   r_   r   r6   )r   rg   rx   )r   r%   rI   r~   )r)   ser1ser2rO   r,   r,   r-   r_    s
   z4TestILocSeries.test_iloc_setitem_pure_position_basedc                 C   s   t dgtjgd}tjtdd |jd d df d|jd d df< W d    n1 s/w   Y  t dgtt	gddd}t
|| d S )Ntest)r   r   r   rk   r   r  r8   )r   rG   r   rI   r   r   r   rF   r   r   rJ   r6  r,   r,   r-   #test_iloc_nullable_int64_size_1_nan  s   (z2TestILocSeries.test_iloc_nullable_int64_size_1_nanN)r/   r0   r1   r  r  r_  r  r,   r,   r,   r-   r    s
    r  )+r  r   renumpyrG   r2   pandas.errorsr   pandas.util._test_decoratorsutil_test_decoratorsr  pandasr   r   r   r   r   r	   r
   r   r   r   r   r   r   r   r   pandas._testing_testingrI   pandas.api.typesr   pandas.tests.indexing.commonr   escaper  r   r5   r  r  r  r  r,   r,   r,   r-   <module>   s:    D         T74Y