a
    j=ic֔                     @   s  d Z ddlZ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	Z	 ddl
mZmZ ddlZddl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 dd	lmZ G d
d dZG dd dZ G dd dZ!G dd dZ"dd Z#dd Z$ej%&dedgdfeg de'dddfgdd Z(dd  Z)ej%&d!ddd"gedd"ged#dd"ggd$d% Z*ej%&d!ddd"gedd"ged#dd"ggd&d' Z+ej%&d!d(d)ged)ged*d)ggd+d, Z,ej%&d!d(d)ged)ged*d)ggd-d. Z-dS )/z test fancy indexing & misc     N)datetime)IndexingError)is_float_dtypeis_integer_dtype)	DataFrameIndexNaTSeries
date_rangeoffsetstimedelta_range)Float64Index)_mklbl)gen_objc                   @   s:  e Zd ZdZ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dd Zdd Zdd Zdd Zdd Zdd Zejdg d ed!gd"d# Zd$d% Zd&d' Zd(d) Zd*d+ Zd,d- Zd.d/ Zd0d1 Zd2d3 Zd4d5 Zd6d7 Zd8d9 Z d:d; Z!d<d= Z"d>d? Z#ejd@e$j%e$j&gdAdB Z'dCS )D	TestFancyz"pure get/set item & fancy indexingc                 C   s   t ttddd}tjdtjd|d< tjdtd|d< d}tjt	|d	2 t
g d
|j|jdd df< W d    n1 s0    Y  t
g d
|j|jdd df< |j|jdd df }tg d
g ddd}t|| d S )N      index
   dtypefoobar@Must have equal len keys and value when setting with an iterablematch)y        p=
ף@yGz??g@      ?         )      r   r    r   name)r   r   nparangezerosfloat64complexpytestraises
ValueErrorarraylocr   r	   tmassert_series_equal)selfdfmsgresultexpected r6   t/home/droni/.local/share/virtualenvs/DPS-5Je3_V2c/lib/python3.9/site-packages/pandas/tests/indexing/test_indexing.pytest_setitem_ndarray_1d(   s    @"z!TestFancy.test_setitem_ndarray_1dc              	   C   s   t ttddd}tjdtjd|d< tjdtd|d< d}tjt	|d	V t
jtd
d	( tddd |dd< W d    n1 s0    Y  W d    n1 s0    Y  d S )Nr   r   r   r   r   r   r   r   r   zlabel-basedr"   y              ?r   r   )r   r   r%   r&   r'   r(   r)   r*   r+   r,   r/   assert_produces_warningFutureWarning)r1   r2   r3   r6   r6   r7   test_setitem_ndarray_1d_2>   s    z#TestFancy.test_setitem_ndarray_1d_2c                 C   s  t ||}||}tjjddd}g }|tu rV|tjtjfv rV|d |rV|d |tu sh|tju r|d |r|d |tj	u s|tu r|tju r|d |t
u r|tju r|d	 t|tjr|tju r|d	 t|tjtjtjfr|d
 t|dks t|tjr*|d t|tu r\t|jtjs\|d |d d|}	tttf}
tj|
|	d ||  W d    n1 s0    Y  d S )Nr   r   r   r   sizez8Wrong number of dimensions. values.ndim > ndim \[3 > 1\]z$Passed array should be 1-dimensional;Buffer has wrong number of dimensions \(expected 1, got 3\)zindexer should be 1-dimensionalz&Cannot index with multidimensional key Index data must be 1-dimensionalData must be 1-dimensionalr   z%positional indexers are out-of-boundszvalues must be a 1D arrayz only handle 1-dimensional arrays|r   )r   r%   randomrandintr	   r/   setitemilocappendr.   r   
isinstancepdZIntervalIndexZTimedeltaIndexZDatetimeIndexZPeriodIndexlenZ
MultiIndextyper   _valuesndarrayjoin
IndexErrorr,   NotImplementedErrorr*   r+   )r1   r   frame_or_seriesindexer_sliZusing_array_managerobjidxrnd3Zmsgsr3   Zpotential_errorsr6   r6   r7   test_getitem_ndarray_3dK   sB    














z!TestFancy.test_getitem_ndarray_3dc           	      C   s   t ||}||}tjjddd}|tju r>t}d|j }nt}dg d}t	j
||d d||< W d    n1 s|0    Y  d S )	Nr   r<   r=   zCannot set values with ndim > rB   )r?   zCannot set values with ndim > 1r@   rA   z,Array conditional must be same shape as selfr   r   )r   r%   rC   rD   r/   rF   r,   ndimrN   r*   r+   )	r1   r   rQ   rR   rS   rT   rU   errr3   r6   r6   r7   test_setitem_ndarray_3du   s    


z!TestFancy.test_setitem_ndarray_3dc                 C   sf   t d}tddgddgg}|| }tddgdd}t|| tddg}|| }|dksbJ d S )Nr   r   r   r!   r"   r$   )r%   r-   r   r	   r/   r0   )r1   keyr2   r4   r5   serr6   r6   r7   test_getitem_ndarray_0d   s    
z!TestFancy.test_getitem_ndarray_0dc                 C   sj   t dgd}d|jd< d|jd< d|jtj< |jtjdf dksDJ |j}tddtjg}t|| d S )Nr   columnsr   r   r!   )r   r.   r%   infr   r   r/   assert_index_equalr1   r2   r4   r5   r6   r6   r7   test_inf_upcast   s    

zTestFancy.test_inf_upcastc                 C   sn   t ddidddg}tj|d< |d jtjks4J d|jd< t dtjdd	ddtjd	g}t|| d S )
Nar   r!   r   rd   bcr   )r   rg   rd   rf   rg   )r   r%   nanr   r(   r.   r/   assert_frame_equalr1   r2   r5   r6   r6   r7   test_setitem_dtype_upcast   s    

z#TestFancy.test_setitem_dtype_upcastvalgQ	@wxyzc                 C   s   t tjdddddtdg dd}| }||jd	< t d
|dgg dgtdg dd}t|| t	|d szJ t	|d sJ d S )Nr    int64r   r   r!   abr   r   bazr   r_   rd   r   r   r!   r"   r   r   rr   )
r   r%   r&   reshapelistcopyr.   r/   rj   r   )r1   rm   r2   leftrightr6   r6   r7   test_setitem_dtype_upcast2   s    
z$TestFancy.test_setitem_dtype_upcast2c                 C   s   t tjdddddd tdg dd	}d
|jd< t g dg dgtdg dd	}t|| t|d stJ t|d sJ d S )Nr    ro   r   r   r!         $@rp   rq   rs   rn   rt   )r   rn   g?)g333333?g?g      ?r   rr   )	r   r%   r&   rv   rw   r.   r/   rj   r   )r1   ry   rz   r6   r6   r7   test_setitem_dtype_upcast3   s    
z$TestFancy.test_setitem_dtype_upcast3c                 C   s@   t dd}g d|_|ddg j}tg d}t || d S )Nr   r!   )rd   rd   rf   rf   rd   )rf   rd   rd   )r/   ZmakeCustomDataframer_   r   ra   rb   r6   r6   r7   test_dups_fancy_indexing   s
    
z"TestFancy.test_dups_fancy_indexingc                 C   sr   t g dgtdd}|  t| t g dg}td|_|jd d df  |jd d df  t|| d S )N)r   r   r          @      @r   r   Zaaaaaaar^   r"   )r   rw   headstrr_   rF   r/   rj   r1   r2   r4   r6   r6   r7   &test_dups_fancy_indexing_across_dtypes   s    
z0TestFancy.test_dups_fancy_indexing_across_dtypesc                 C   s   t g dg dtddg dd}ddg}t d	d
gddgddgd|d}|j| }t|| |jt| }t|| g d}tjtdd |j|  W d    n1 s0    Y  g d}tjtdd |j|  W d    n1 s0    Y  d S )Nr      	   r   )      @r   r    r   abcd)testZtest1otherAr   BCr   r   r   r   r   g      @r    drg   )r   r   Enot in indexr   )FGHr   r   r   )	r   rw   r.   r/   rj   r   r*   r+   KeyError)r1   r2   rowsr5   r4   r6   r6   r7   %test_dups_fancy_indexing_not_in_order   s$    
(z/TestFancy.test_dups_fancy_indexing_not_in_orderc                 C   s^   t tjddtdd}tjtt	dd |j
dg  W d    n1 sP0    Y  d S )Nr   r!   ZAABCDr   z;"None of [Index(['E'], dtype='object')] are in the [index]"r   r   )r   r%   rC   randnrw   r*   r+   r   reescaper.   )r1   Zdfnur6   r6   r7   +test_dups_fancy_indexing_only_missing_label  s    z5TestFancy.test_dups_fancy_indexing_only_missing_labelvals)r   r   r   abcc                 C   sL   t d|i}tjtdd |jg d  W d    n1 s>0    Y  d S )Nr   r   r   )r      r   r   r*   r+   r   r.   )r1   r   r2   r6   r6   r7   &test_dups_fancy_indexing_missing_label!  s    z0TestFancy.test_dups_fancy_indexing_missing_labelc                 C   sX   t dg dig dd}tjtdd |jg d  W d    n1 sJ0    Y  d S )Nr   r   r   r   r   r   )r   r   r   r   r1   r2   r6   r6   r7   #test_dups_fancy_indexing_non_unique)  s    z-TestFancy.test_dups_fancy_indexing_non_uniquec                 C   sb   t tjddg dd}tjtdd& |jd d g df  W d    n1 sT0    Y  d S )Nr   )r   r   r   r   r   r^   r   r   )r   r   r   )r   r%   rC   r   r*   r+   r   r.   r   r6   r6   r7   test_dups_fancy_indexing20  s    z#TestFancy.test_dups_fancy_indexing2c                 C   s   t tjddg dddgd}|jdd }|jd	dg }t|| |}|jd d ddgf }t|| |jddd d f }|jd	dgddgf }t|| d S )
Nr   r   )	r   r   r   r   r   r   r!   r!   r!   rd   rf   rs   r   r    r   )r   r%   rC   r   rF   r.   r/   rj   )r1   r2   r5   r4   r6   r6   r7   test_dups_fancy_indexing38  s    z#TestFancy.test_dups_fancy_indexing3c                 C   sF   t tdg dd}t tdddgd}||dg }t|| d S )Nr!   r   r   r!   r   r   r   )r	   ranger/   r0   )r1   
indexer_slr\   r5   r4   r6   r6   r7   test_duplicate_int_indexingK  s    z%TestFancy.test_duplicate_int_indexingc                 C   s|   t ddddddddd}|d	 d
d |d< |d dk}|j|d	f dd }||j|df< |jd dksxJ d S )Naaabbbcccr   r   r!   o      iM  re   rd   c                 S   s   | dkrdS | S )Nr   _r6   xr6   r6   r7   <lambda>Z      z9TestFancy.test_indexing_mixed_frame_bug.<locals>.<lambda>r   r   c                 S   s   | dkrdS | S )Nr   -----r6   r   r6   r6   r7   r   ^  r   )r   r   r   )r   applyr.   rF   )r1   r2   idxtempr6   r6   r7   test_indexing_mixed_frame_bugR  s    z'TestFancy.test_indexing_mixed_frame_bugc                 C   s~   t tjddgg d d}tjttdd |g d  W d    n1 sT0    Y  |d jd	 |jd	 kszJ d S )
N)r   r   rd   )            r^   z'[26, -8] not in index'r   )r      ir   r   )	r   r%   rC   r*   r+   r   r   r   shaper   r6   r6   r7    test_multitype_list_index_accessb  s    *z*TestFancy.test_multitype_list_index_accessc                 C   s   t ddddddddddd	d
ddddddtjtjtjtjdtjtjtjtjtjtjdddddddddddddddddddd d d d d d d d d d d!dd" }|g d# j|jd$}t|| d S )%NZnonQC10Z11Z12Z13Z24Z35Z46Z4748Z59)         r   r   r   r         r                       r   goe@gm77M @g,o@g2?g@?gufn?g%?gTFa?gI"?g+ew7?gy7Z?g9?gGp#?gC?i  i  i  i  i  )PRuidQCdatayear)r   r   r   r^   )	r   r%   ri   Zreset_indexZ	set_indexZreindexr_   r/   rj   r   r6   r6   r7   test_set_index_nanj  s    FzTestFancy.test_set_index_nanc              
   C   s.  t g dg dttdttddd}tj|jd< | }|j  }ddg}|d	 }tj|jd
< t dtjddddgg dt	g ddddtjddgd}|j
||f |j
||f< t|| t dtjddddgg dg ddddtjddgd}| }|j
||f j|j
||f< t|| d S )N)rd   rf   rd   rf   rd   rf   )r   r   r   r   r   r   r       )FCZPFcol1col2r   r   r   r   r   )r!   r!   rd   rf   )r   r   r"   r    r   r   r      r   r   )r   r   r         @       @r|   )r   rw   r   r%   ri   rF   rx   r   Zisnar	   r.   r/   rj   values)r1   r2   df2maskcolsZdftr5   r6   r6   r7   test_multi_assign  s@    


zTestFancy.test_multi_assignc                 C   s   t g dg dg dg dd}| }|d dk}dD ]}|d |j||f< q:|d |j|d dkdd	gf< t|| d S )
N)r   r   r   r   r   )r   r   r   r   r   )r!   r"   r   r    r   )r   r   r   Dr   r   r   r   r   r   )r   rx   r.   r/   rj   )r1   r2   r5   r   colr6   r6   r7   "test_multi_assign_broadcasting_rhs  s    	z,TestFancy.test_multi_assign_broadcasting_rhsc                 C   s^   t ddgdgd}g d|jd< ddg|jd< t ddgdgd}ddg|jd< t|| d S )Nr   r   rs   r   r   r   )r   rF   r/   rj   r   r6   r6   r7   test_setitem_list  s    zTestFancy.test_setitem_listc                 C   s   t dgttdgtd}|jjs(J tjt	dd |d  W d    n1 sT0    Y  tjt	dd |j
d  W d    n1 s0    Y  d S )Nr   z
2011-01-01r   '2011'r   2011r   r   )r   r   rI   	Timestampobjectr   _is_all_datesr*   r+   r   r.   r   r6   r6   r7   test_string_slice	  s    &zTestFancy.test_string_slicec                 C   s   t  }|jjrJ tjtdd |d  W d    n1 s>0    Y  tjtdd |jd  W d    n1 sv0    Y  d S )Nr   r   r   z^0$r   )r   r   r   r*   r+   r   r.   r   r6   r6   r7   test_string_slice_empty  s    &z!TestFancy.test_string_slice_emptyc                 C   s>  t g dgtdd}| }d}tjt|d@ |jd d ddf tj	|jd d ddf< W d    n1 sv0    Y  t g dgtdd}t
|| | }tjt|dB |jd d ddf jd	d	d
|jd d ddf< W d    n1 s0    Y  t g dgtdd}t
|| | }tjt|d8 |jd d df tj	|jd d df< W d    n1 s0    Y  t g dgtdd}t
|| | }tjt|d@ |jd d ddgf tj	|jd d ddgf< W d    n1 s0    Y  t g dgtdd}t
|| d S )N)123.4r   r   r   ZABCDEFGr^   .will attempt to set the values inplace insteadr   r   r   )r   r   r   r   r   r   r   T)r   numericr   )r   r   r   r   r   r   r   r   r   )r   r   r!   r   r   r   r   )r   rw   rx   r/   r9   r:   rF   astyper%   ro   rj   _convertr.   )r1   Zdf_origr2   r3   r5   r6   r6   r7   test_astype_assignment   s@    NRHPz TestFancy.test_astype_assignmentc                 C   s   t dg di}d}tjt|d. |d tj|jd d df< W d    n1 sV0    Y  t dg di}t|| t dg di}tjt|d. |d tj|j	d d df< W d    n1 s0    Y  t dg di}t|| d S )Nr   )r   r   r   r   r   r   r   )r   r   r!   r"   )
r   r/   r9   r:   r   r%   ro   rF   rj   r.   )r1   r2   r3   r5   r6   r6   r7   (test_astype_assignment_full_replacementsI  s    <<z2TestFancy.test_astype_assignment_full_replacementsindexerc                 C   s  t tdt tdtdddfD ]}|j s4J | }d||d< |j sVJ ||d dksjJ | }d||d< |j}d|vrt|j dg }t	|j| | }d||d< |j
 s"J q"t tdtd	dfD ]}|j sJ | }d||d< |j s J ||d dks6J | }d||d< t	|j|j | }d||d< |j
 sJ qd S )
Nr   r   r    r   r   g?r   0g      @)r	   r   r   
is_integerrx   Zis_floatingr   tolistr/   ra   Z	is_objectr%   r&   )r1   r   ss2expr6   r6   r7   test_index_type_coercionX  s6    
&z"TestFancy.test_index_type_coercionN)(__name__
__module____qualname____doc__r8   r;   rV   rY   r]   rc   rl   r*   markparametrizer{   r}   r~   r   r   r   rw   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r/   getitemr.   r   r6   r6   r6   r7   r   %   sB   *


O0)r   c                
   @   s   e Zd Zdd Zdd Zdd Zdd Zej	d	e
d
dedd edddgdd Zdd Zdd Zdd Zej	dg ddd Zdd Zdd Zdd Zd S )!TestMiscc                 C   sT   t tjdtjdd}d|d< t |d |d dgd d}t|| d S )Nr   )r   r   rd   r   r   )r   r   rd   )r   r%   rC   Zrandr/   rj   rk   r6   r6   r7   test_float_index_to_mixed  s    z"TestMisc.test_float_index_to_mixedc                 C   s^   t g dg ddg dd}d|j|jd d < t g dg d	d|jd}t|| d S )
Nr   ru   re   r   r   r   r   r   r   r   )r   r   r   )r   r.   r   r/   rj   rk   r6   r6   r7   &test_float_index_non_scalar_assignment  s    z/TestMisc.test_float_index_non_scalar_assignmentc                 C   sJ   t g dg ddg dd}| }|j|j |j|j< t|| d S )Nr   ru   re   r  r   )r   rx   r.   r   r/   rj   r1   r2   r   r6   r6   r7    test_loc_setitem_fullindex_views  s    z)TestMisc.test_loc_setitem_fullindex_viewsc           	      C   s(  dd }t ddd}g d}t||tddd	}d
|jddddddf  }| }g d|d< g d|d< |jddddf  d
9  < | }|jddddf  d
9  < ||||| ||||fD ]*}|d d|d< |d dj	|d< qg d|d< g d|d< ||||| d S )Nc                 S   s   t dg dtdd  }}}ddgddgtdd  }}}	|  }
||
j||f< t|
| |  }
||
j||f< t|
| |  }
||
j||	f< t|
| d S )	NZbcdr   r   r"   joejolier   r!   )rw   slicerx   r.   r/   rj   rF   )r2   rhs	right_loc
right_ilocZlbl_oneZidx_oneZ	slice_oneZlbl_twoZidx_twoZ	slice_twory   r6   r6   r7   	run_tests  s    z.TestMisc.test_rhs_alignment.<locals>.run_testsr   r   r"   )Zjimr  r  ZjolineZabcdero   )r_   r   r   r!   r   r   )r      r   r    r   r  )r      r   r   r   r  r   r(   z@{})r   z@-28z@-20z@-12g      1@)z@2g      :g      2g      $z@18)
r%   r&   rv   r   rw   rF   rx   r   mapformat)	r1   r  Zxsr   r2   r  r  r  framer6   r6   r7   test_rhs_alignment  s$    zTestMisc.test_rhs_alignmentr   r   r   d      c                 C   s   t j}t|}ttd|d}t|||d d d |dd d  t||d |d d |d dd  t|||d |d d |ddd  t|||d |d d |d d  d S )Nr   r   r   r  r   r  r   )rI   Z
IndexSlicer   r	   r%   r&   r/   Z!assert_indexing_slices_equivalent)r1   r   ZSLCr\   r6   r6   r7   )test_str_label_slicing_with_negative_step  s    &&"z2TestMisc.test_str_label_slicing_with_negative_stepc                 C   sZ   |t t||d}tjtdd" ||d d d  W d    n1 sL0    Y  d S )Nr   zslice step cannot be zeror   r   )r%   r&   rJ   r*   r+   r,   )r1   r   r   rQ   rS   r6   r6   r7    test_slice_with_zero_step_raises  s    z)TestMisc.test_slice_with_zero_step_raisesc                 C   s   t g ddd}tg dg dd|d}| }dd	d}||jd
< dd	g|jd
< t|| tg dg dd|d}||jd
< tg dg dd|d}t|| d S )N)r   r   zrZ   )r   r   r    )r   r   r   )r   yr   r   c   r   )r   r   r   )r   r   r   )r   r   g     X@)r   r   rx   r.   r/   rj   )r1   r   r2   r5   r  r6   r6   r7   8test_loc_setitem_indexing_assignment_dict_already_exists  s    


zATestMisc.test_loc_setitem_indexing_assignment_dict_already_existsc                 C   sr   t g dg dd}|jg d d f }|jd d df jtjksFJ t|jd d df |jd d df  d S )Nr   )rf   b2Zb3re   rd   r   )r   rF   r.   r   r%   ro   r/   r0   r	  r6   r6   r7   *test_iloc_getitem_indexing_dtypes_on_empty  s    z3TestMisc.test_iloc_getitem_indexing_dtypes_on_emptyr>   )r   i?B i@B c                 C   st   t t|tjd}d|jtd< t|jtd t ddgd d|jtd< t|jtd t d	ddgd d S )
N)r   r   *   r   g      E@r   r   +   r   g     E@)r	   r   r%   r(   r.   r/   r0   )r1   r>   r   r6   r6   r7   !test_loc_range_in_series_indexing  s
     z*TestMisc.test_loc_range_in_series_indexingc                 C   s   t tdddtdtdd}t dtdtdd}||  }t td	d
tjgddtjgtjgd gtdtdd}t	|| d S )Ng      "@r!   r   ABCrs   r   rp   ZABr   r   r   r   )
r   r%   r&   rv   rw   Znotnullr-   ri   r/   rj   )r1   r2   Zindex_dfr4   r5   r6   r6   r7   #test_partial_boolean_frame_indexing   s    &z,TestMisc.test_partial_boolean_frame_indexingc                 C   sH   t ddgddgd}dD ]}t|| qt|}~| d u sDJ d S )Nr   r   r   r!   re   )r.   rF   atZiat)r   getattrweakrefref)r1   r2   r$   wrr6   r6   r7   test_no_reference_cycle  s    
z TestMisc.test_no_reference_cyclec                 C   sN   t ddd|g}|jdd}|j| }|| }d}||ks>J ||ksJJ d S )Nr   z{1,2}F)Zdropna)r	   Zvalue_countsr.   )r1   Znulls_fixturer2   vcZresult1Zresult2r5   r6   r6   r7   test_label_indexing_on_nan  s    
z#TestMisc.test_label_indexing_on_nanN)r   r   r   r  r  r
  r  r*   r  r  r   r%   r&   Zlinspacer  r  r"  r$  r'  r)  r/  r1  r6   r6   r6   r7   r    s    .$


r  c                	   @   s   e Zd Zg dejddgfg dejddgfedddedddedddgeedddedddgfg d	g d
fgZej	
dedd Zej	
dedd Zej	
dedd Zdd ZdS )TestDataframeNoneCoercionr   r   r!   r  r   r     r   rq   )Nr   rr   r5   c                 C   s@   |\}}t d|i}d |jddgf< t d|i}t|| d S Nr   r   r   r.   r/   rj   r1   r5   Z
start_dataZexpected_resultstart_dataframeZexpected_dataframer6   r6   r7   test_coercion_with_loc0  s
    z0TestDataframeNoneCoercion.test_coercion_with_locc                 C   sH   |\}}t d|i}d ||d |d d k< t d|i}t|| d S r4  )r   r/   rj   r6  r6   r6   r7   (test_coercion_with_setitem_and_dataframe:  s
    zBTestDataframeNoneCoercion.test_coercion_with_setitem_and_dataframec                 C   sJ   |\}}t d|i}d |j|d |d d k< t d|i}t|| d S r4  r5  r6  r6   r6   r7   $test_none_coercion_loc_and_dataframeD  s
    z>TestDataframeNoneCoercion.test_none_coercion_loc_and_dataframec              	   C   s   t g dg dtdddtdddtdddgg dd}d |jd	< t tjddgtjd
dgttdddtdddgg dd}t|| d S )Nr   r  r3  r   r   r!   rh   )rd   rf   rg   r   r   r   r   )Nrf   rg   )r   r   rF   r%   ri   r   r/   rj   )r1   r7  r   r6   r6   r7   test_none_coercion_mixed_dtypesN  s      


z9TestDataframeNoneCoercion.test_none_coercion_mixed_dtypesN)r   r   r   r%   ri   r   r   ZEXPECTED_SINGLE_ROW_RESULTSr*   r  r  r8  r9  r:  r;  r6   r6   r6   r7   r2  "  s    
	
	
	r2  c                
   @   s   e Zd Zdd Zejdeej	e
j	e
jegejdddgedde	g dgd	d
 Zejddedgdd Zejdeej	e
j	e
jegejdddgedde	g dgdd ZdS )TestDatetimelikeCoercionc                 C   sx   |}t dd|d}t|}|j}d}|| |||d< |d u rf|j|jksRJ |jj|ju stJ n|j|u stJ d S )N
2016-01-01r!   periodstzz
2018-01-01r   )r
   r	   rL   _validate_setitem_valuer   _data)r1   tz_naive_fixturerR   r@  dtir\   r   Znewvalr6   r6   r7   test_setitem_dt64_string_scalare  s    
z8TestDatetimelikeCoercion.test_setitem_dt64_string_scalarboxr[   r   r   r   )TTFc           
      C   s   |}t |tr"|tju r"tdd}tdd|d}t|}|j}|ddg}	||	 |	|||< |d u r|j|jksxJ |jj	|j	u sJ n|j|u sJ d S )Nr   r   r=  r!   r>  z
2019-01-01z
2010-01-02)
rH   r  r/   r.   r
   r	   rL   rA  r   rB  )
r1   rC  rR   r[   rF  r@  rD  r\   r   newvalsr6   r6   r7   test_setitem_dt64_string_valuesz  s    

z8TestDatetimelikeCoercion.test_setitem_dt64_string_valuesscalarz3 Daysr"   c                 C   sF   t ddd}t|}|j}|| |||d< |jj|ju sBJ d S )N1 Dayr!   r?  r   )r   r	   rL   rA  rB  )r1   rR   rI  tdir\   r   r6   r6   r7   test_setitem_td64_scalar  s    
z1TestDatetimelikeCoercion.test_setitem_td64_scalarc                 C   sp   t |tr|tju rtdd}tddd}t|}|j}|ddg}|| ||||< |jj|ju slJ d S )Nr   r   rJ  r!   rK  z10 Daysz44 hours)	rH   r  r/   r.   r   r	   rL   rA  rB  )r1   rR   r[   rF  rL  r\   r   rG  r6   r6   r7   test_setitem_td64_string_values  s    

z8TestDatetimelikeCoercion.test_setitem_td64_string_valuesN)r   r   r   rE  r*   r  r  rw   r%   r-   rI   ZCategoricalr   r  rH  r   ZHourrM  rN  r6   r6   r6   r7   r<  d  s   
r<  c                  C   s   t tjddgddtjddgddddd	gd
} ttjddgddddgdd}| jd }t|| | jd }t|| d S )Nr   r   Int64r   r!   r"   r   rd   rf   r   r   r   r#   r   )r   rI   r-   r	   r.   r/   r0   rF   )r2   r5   r4   r6   r6   r7   "test_extension_array_cross_section  s     

rP  c                  C   s   t tjddgddtjddgdddddgd	} | jd }tddgdd
dgdd}t|| | jd }t|| t tjddgddtddgdddgd	} | jd }tddgt	d
dgdd}t|| | jd }t|| d S )Nr   r   rO  r   ro   r   rd   rf   r   r   r   )r   r   r$   r   )
r   rI   r-   r%   r.   r	   r/   r0   rF   r   )r2   r4   r5   r6   r6   r7   +test_extension_array_cross_section_converts  s(    

 

rQ  z	ser, keysr   )r   r   r   r   r   )r   r   c                 C   s   t d }}tj||d || |  W d    n1 s:0    Y  |tjkrXtd }}tj||d d|| |< W d    n1 s0    Y  d S )NzToo many indexersr   ztoo many indices for arrayr   )r   r*   r+   r/   rF   rO   )r\   keys
indexer_liZexp_errZexp_msgr6   r6   r7   'test_ser_tup_indexer_exceeds_dimensions  s    
*

rT  c                 C   sB   t dg}| |ddg }t ddgtddgd}t|| d S )Nr   r   r   )r	   r   r/   r0   )rS  r\   resr   r6   r6   r7   (test_ser_list_indexer_exceeds_dimensions  s    
rV  valuer   rf   c                 C   s   t dg di}dddg}tjt|d | |jd< W d    n1 sL0    Y  t g dtjg dtd	d
}tjtdd | |jd< W d    n1 s0    Y  d S )Nr   r   rB   z"Must have equal len keys and value(setting an array element with a sequencer   r   r   r   rd   rf   r   r   )	r   rN   r*   r+   r,   r.   r%   r-   r   )rW  r2   r3   r6   r6   r7   %test_scalar_setitem_with_nested_value  s    ( r[  c                 C   s   t g d}tjtdd | ||d< W d    n1 s<0    Y  t g dtd}| ||d< t| tjr|jd | k	 sJ n|jd | ksJ d S )Nr   rX  r   r   rZ  r   )
r	   r*   r+   r,   r   rH   r%   rM   r.   all)rW  rR   r\   r6   r6   r7   ,test_scalar_setitem_series_with_nested_value  s    *r]  )r   r   r   c                 C   s   t dg di}| |jd< t g ddtjtjgd}t|| t g dtjg dtdd}| |jd< t| tj	r|jd | k
 sJ n|jd | ksJ d S )Nr   r   rY  r   r   rZ  r   )r   r.   r%   ri   r/   rj   r-   r   rH   rM   r\  )rW  r2   r5   r6   r6   r7   -test_scalar_setitem_with_nested_value_length1-  s    
 
r^  c                 C   s   t g d}t| tjr>| ||d< t g d}t|| n:tjtdd | ||d< W d    n1 sn0    Y  t g dt	d}| ||d< t| tjr|j
d | k sJ n|j
d | ksJ d S )Nr  r   )r   r   r   rX  r   rZ  r   )r	   rH   r%   rM   r/   r0   r*   r+   r,   r   r.   r\  )rW  rR   r\   r5   r6   r6   r7   4test_scalar_setitem_series_with_nested_value_length1B  s    *r_  ).r  r-   r   r   r,  numpyr%   r*   Zpandas.errorsr   Zpandas.core.dtypes.commonr   r   ZpandasrI   r   r   r   r	   r
   r   r   Zpandas._testingZ_testingr/   Zpandas.core.apir   Zpandas.tests.indexing.commonr   Z!pandas.tests.indexing.test_floatsr   r   r  r2  r<  rP  rQ  r  r  rw   rT  rV  r[  r]  r^  r_  r6   r6   r6   r7   <module>   s^   $	    g BS$

&
&
 
 