o
    dC                     @   s@  d dl m Z  d dlZd dlZd dlm  mZ d dlm	Z
 d dlmZmZmZ d dlmZmZ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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, G d	d
 d
Z-G dd dZ.G dd dZ/G dd dZ0G dd dZ1G dd dZ2G dd dZ3dS )    )datetimeN)	_registry)is_categorical_dtypeis_interval_dtypeis_object_dtype)CategoricalDtypeDatetimeTZDtypeIntervalDtypePeriodDtype)Categorical	DataFrameDatetimeIndexIndexIntervalIntervalIndex
MultiIndexNaTPeriodPeriodIndexSeries	Timestampcut
date_rangenotnaperiod_range)SparseArray)BDayc                   @   sN  e Zd Zdd Zejdg ddd Zdd Zd	d
 Z	dd Z
dd Zd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ed ed!fed"d#d$ed%d&fed'd(d)ed(d)fgd*d+ Zejd,d-d. ejD d/d0g d1d2 Zd3d4 Zejd5g d6d7d8 Zejd5g d6d9d: Z d;d< Z!d=d> Z"d?d@ Z#ejdg dAdBdC Z$ejdDdEdEggdFdG Z%dHdI Z&dJdK Z'ejdLg dMg dNgdOdP Z(dQdR Z)dSdT Z*dUdV Z+dWdX Z,dYdZ Z-ejd[g d\g d]d^fg d_g d]d^fg d`g d]d^fg dag dbdcfg ddg dedffg dgg dedhfgdidj Z.dkdl Z/ejdmg dndoe0g dpg dpg dpgg dndqfdrdsgdodtge0g dug dvg dwgg dndqfg dxe1j2g dye1j3dze0g dyg dyg dygg dxdqfg d{g dyg d|g d}ge0g d~g dg dgg dndqfg de1j2g dyg d|g d}ge1j3dze0g dg dg dgg dndqfddrge0dodtgddgddggddrgdqe0g dg dg dgg dxdqfgdd Z4dd Z5dd Z6dd Z7dd Z8dd Z9dd Z:e;j<dd Z=ejdi ddigdd Z>dd Z?dd Z@dd ZAdS )TestDataFrameSetItemc                 C   sv   G dd dt }dg}t|}tddgi|d}d|d< d	||d
< tddgddg|d
d	gi|d}t|| d S )Nc                   @   s   e Zd ZdS )z@TestDataFrameSetItem.test_setitem_str_subclass.<locals>.mystringN)__name__
__module____qualname__ r!   r!   m/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_setitem.pymystring1   s    r#   z2020-10-22 01:21:00+00:00a   index   b   c)strr   r   tmassert_equal)selfr#   datar'   dfexpectedr!   r!   r"   test_setitem_str_subclass/   s   "z.TestDataFrameSetItem.test_setitem_str_subclassdtype)int32int64uint32uint64float32float64c                 C   s>   t jddt|}t j||d||< || jj|ksJ d S )Nr%   
   r4   )nprandomrandintlenarrayr4   name)r/   r4   float_framearrr!   r!   r"   test_setitem_dtype<   s   z'TestDataFrameSetItem.test_setitem_dtypec                 C   s8   t jt|d}||ddg< t|ddg j| d S )Nr(   AB)r=   r>   randnr@   r-   assert_almost_equalvalues)r/   rC   r0   r!   r!   r"   test_setitem_list_not_dataframeE   s   z4TestDataFrameSetItem.test_setitem_list_not_dataframec                 C   s   t g dg ddtg dddd}tg dtg d	ddd
d}d}tjt|d ||d< W d    n1 s:w   Y  t tjdddg dd}d}tjt|d |	ddg
 |d< W d    d S 1 smw   Y  d S )Nr%   r(   r*   )def)barbazr$   r)   r+   foorB   r&   )ghij)r$   r)   r+   r$   fizr'   rB   z/cannot reindex on an axis with duplicate labelsmatchnewcolr   r(   )   r^   r$   r)   r+   rM   columnszDCannot set a DataFrame with multiple columns to the single column grr)   r+   gr)r   r   r   pytestraises
ValueErrorr=   r>   r?   groupbycount)r/   r1   sermsgr!   r!   r"   test_setitem_error_msmgsJ   s$   
"z-TestDataFrameSetItem.test_setitem_error_msmgsc                 C   sh   d}d}t t|d}tj|}t|D ]}|||< qt t||||t|d}t|| d S )Nr;      r&   )	r   ranger=   r>   rH   repeatreshaper-   assert_frame_equal)r/   NKr1   new_colrW   r2   r!   r!   r"   test_setitem_benchmark`   s   
 z+TestDataFrameSetItem.test_setitem_benchmarkc                 C   sB  t tjddtdg dd}|dd|d  |dd	|d
  |d d|d< |j}tt	dgd t	dg g dd}t
|| |d d|d< |j}tt	dgd t	dgd  g dd}t
|| |d d|d< |j}tt	dgd t	dgd  t	dg g dd}t
|| d S )Nrk   r*   )r+   r)   r$   r'   ra   r   rS   r$   r(   rP   r+   r9   xr:   )rS   r+   rP   r)   r$   ru   r&   r^   r5   y)rS   r+   rP   r)   r$   ru   rv   )r   r=   r>   rH   arangeinsertastypedtypesr   r4   r-   assert_series_equalr/   r1   resultr2   r!   r!   r"   test_setitem_different_dtypek   s4   *z1TestDataFrameSetItem.test_setitem_different_dtypec                 C   sL   t g dd}|j|d< g d|d< t dg dig dd}t|| d S )NrF   rG   Cr&   Xru   rv   z)r0   r'   )r   r'   r-   ro   r/   r1   expr!   r!   r"   test_setitem_empty_columns   s
   
z/TestDataFrameSetItem.test_setitem_empty_columnsc                 C   sF   t dddd}ttt|d}||d< |d jtdks!J d S )Nz1/1/2000 00:00:00z1/1/2000 1:59:5010s)freqr&   rF   M8[ns])r   r   r=   rw   r@   r4   )r/   rngr1   r!   r!   r"   %test_setitem_dt64_index_empty_columns   s   z:TestDataFrameSetItem.test_setitem_dt64_index_empty_columnsc                 C   sR   t tdd}tddd|d< t tdddggd g ddgd}t|| d S )	Nr*   r&   20130101UTCtznowr   r%   r(   rt   )r   rl   r   r-   ro   r/   r1   r2   r!   r!   r"   $test_setitem_timestamp_empty_columns   s   z9TestDataFrameSetItem.test_setitem_timestamp_empty_columnsc                 C   s|   t g dg d}ttddgd}dt| dt| d}tjt|d	 ||d
< W d    d S 1 s7w   Y  d S )N)r   r%   r%   r   r%   r(   rR   r;   rP   r`   zLength of values \(z$\) does not match length of index \(z\)r[   rS   )r   
from_codesr   rl   r@   rc   rd   re   )r/   catr1   ri   r!   r!   r"   2test_setitem_wrong_length_categorical_dtype_raises   s   
"zGTestDataFrameSetItem.test_setitem_wrong_length_categorical_dtype_raisesc                 C   sJ   t g dg dd}tg d}||d< t|dd}t|d | d S )NrR         ?       @      @c_1n_1r   r   r%   
new_columnrT   )r   r   r   r-   r{   )r/   r1   sp_arrayr2   r!   r!   r"   test_setitem_with_sparse_value   s
   z3TestDataFrameSetItem.test_setitem_with_sparse_valuec                 C   s^   t g dg dd}ttg dg dd}||d< ttg ddd	}t|d | d S )
NrR   r   r   r   )r(   r%   r   r&   r   )r%   r   r   rT   )r   r   r   r-   r{   )r/   r1   	sp_seriesr2   r!   r!   r"   (test_setitem_with_unaligned_sparse_value   s
   z=TestDataFrameSetItem.test_setitem_with_unaligned_sparse_valuec                 C   s8   t ddg}tg }||d< td|i}t|| d S )Nz2003-12Dr$   )r   r   r-   ro   )r/   r0   r}   r2   r!   r!   r"   #test_setitem_period_preserves_dtype   s
   z8TestDataFrameSetItem.test_setitem_period_preserves_dtypec                 C   s   t tg dddtg dtdtg dtdtg dddd}t tg ddtg tdtg tdtg ddd}tg dD ]\}}t|t|t|t|d|j|jd < q@t	
|| d S )Nr   r6   r<   rL   r7   r_   r   )r   r   float	enumerateintr=   r7   locshaper-   ro   )r/   r2   r1   idxr)   r!   r!   r"   "test_setitem_dict_preserves_dtypes   s*   



z7TestDataFrameSetItem.test_setitem_dict_preserves_dtypesz	obj,dtypez2020-01Mr   rk   )leftrightr6   r   z
2011-01-01z
US/Easternr   c                 C   sH   t g dt|gd |dd}t dg di}||d< t|| d S )NrL   r*   r<   )r   objr   r   r   r   r-   ro   )r/   r   r4   r2   r1   r!   r!   r"   test_setitem_extension_types   s    z1TestDataFrameSetItem.test_setitem_extension_typesea_namec                 C   s   g | ]}t |jts|jqS r!   )
isinstancerB   property).0r4   r!   r!   r"   
<listcomp>   s    
zTestDataFrameSetItem.<listcomp>zdatetime64[ns, UTC]z	period[D]c                 C   s8   t dg}dg||< t ddg|dgi}t|| d S )Nr   r%   r   r-   ro   )r/   r   r}   r2   r!   r!   r"   test_setitem_with_ea_name   s   

z.TestDataFrameSetItem.test_setitem_with_ea_namec                 C   s   t jddgdd}t| }||d< tdd gdd gddd}t|| t jddgdd}||d< t|d |d  t|d 	 | d S )	Nr%   natdatetime64[ns]r<   new)r   r   datetime64[s]r   )
r=   rA   r   to_framer   r-   ro   r{   assert_numpy_array_equalto_numpy)r/   data_nsr}   r2   data_sr!   r!   r"   6test_setitem_dt64_ndarray_with_NaT_and_diff_time_units  s   zKTestDataFrameSetItem.test_setitem_dt64_ndarray_with_NaT_and_diff_time_unitsunit)rV   msmsr   r   Yc                 C   s   d}t d| d}t j|t jd|}|dv r|}n|d}tdt |it |d}|||< || j|jks>J || j|k sIJ d S )	Nd   M8[]r<   )r   r   r   intsr&   	r=   r4   rw   r6   viewry   r   rJ   allr/   r   nr4   valsex_valsr1   r!   r!   r"   -test_frame_setitem_datetime64_col_other_units  s   
zBTestDataFrameSetItem.test_frame_setitem_datetime64_col_other_unitsc                 C   s   d}t d| d}t j|t jd|}|d}tdt |it |d}t j|t jdd|d	< ||d	< |d	 j|k sEJ d S )
Nr   r   r   r<   r   r   r&   r   datesr   r   r!   r!   r"   6test_frame_setitem_existing_datetime64_col_other_units1  s   
zKTestDataFrameSetItem.test_frame_setitem_existing_datetime64_col_other_unitsc           
      C   s  |}|d  d}||d< t|d t|dd d|d< ||d< t|d t|dd |d= |jjd }|jjd }t|| |jj}|jj}|d u sXt	|t	|ksXJ |
 }t|jd< t|jd	< |d }	tt|	tg d
dd t|j|j d S )NrG   rS   r   rT   r   r%   r(   )r%   r%   r%   r(   )TFT)renamer-   r{   r   _mgrarraysassert_extension_array_equal_ndarraybaseidcopyr   ilocr   rz   )
r/   timezone_framer1   r   v1v2v1basev2basedf2r}   r!   r!   r"   test_setitem_dt64tzB  s(   

z(TestDataFrameSetItem.test_setitem_dt64tzc                 C   s   t dddd}ttjdd|d}||d< t|d }tj||dd	 |jdks+J |jdks2J |	 
d}t|jtsAJ t|j| d S )
Nz1/1/2000rk   r'   )periodsrB   r*   r&   r   Fcheck_names)r   r   r=   r>   rH   r   r-   assert_index_equalrB   reset_index	set_indexr   r'   r   )r/   r   r1   rsr!   r!   r"   test_setitem_periodindex`  s   z-TestDataFrameSetItem.test_setitem_periodindexc                 C   s   t g dg dd}tddgddgddgg}||ddg< t g dg dg d	g d
d}|d |j|d< |d |j|d< |d j|jksNJ |d j|jksXJ t|| d S )N)onetwothreerL   r$   r)   r%   r*   rk   r+   rM   r%   r*   rk   r%   r%   r%   r_   )r   r=   rA   ry   r4   r-   ro   r/   r1   rD   r2   r!   r!   r"   'test_setitem_complete_column_with_arrayn  s   z<TestDataFrameSetItem.test_setitem_complete_column_with_array)f8i8u8c                 C   sl   t g d|d}ttjdd|d}g d|d< t g dtd}|dkr-t g d	td}t|j| d S )
NrL   r<   r*   r`   rR   F)r%   r(   r*   Fr   )r   r   r   F)	r   r   r=   r>   rH   objectr-   r   ra   )r/   r4   colsr1   expected_colsr!   r!   r"   $test_setitem_bool_with_numeric_index  s   z9TestDataFrameSetItem.test_setitem_bool_with_numeric_indexindexerrG   c                 C   sb   t ddgd}t dddgi}|||< t tjgd ddgd}|d d|d< t|| d S )NrF   rG   r`   r%   r(   rF   rG   r   )r   r=   nanry   r-   ro   )r/   r   r1   otherr2   r!   r!   r"   #test_setitem_frame_length_0_str_key  s   z8TestDataFrameSetItem.test_setitem_frame_length_0_str_keyc              	   C   s   g dd }t td|d}d|jd< d|jd d df< d	|d
< t g dtjddtjddgtjddtjddggdd}|d tj|d< |d tj|d< ||_t	|| d S )Nr   r(   r*   rt   )r   r*   )r   rF   )r%   r^   rG   r(   rk   r   )r   r%   r(   r*   r^   rk   r%   r^   rk   r   r<   )
r   rl   r   r=   r  ry   r6   ra   r-   ro   )r/   r   r1   r2   r!   r!   r"   $test_setitem_frame_duplicate_columns  s    

z9TestDataFrameSetItem.test_setitem_frame_duplicate_columnsc                 C   s   g dd }t td|d}tjtdd d|dg< W d    n1 s%w   Y  |jd d d df }tjtdd d|dg< W d    d S 1 sMw   Y  d S )	Nr   r(   r*   rt   "Columns must be same length as keyr[   )r   r*   rk   rF   )r   rl   rc   rd   re   r   )r/   r   r1   r   r!   r!   r"   2test_setitem_frame_duplicate_columns_size_mismatch  s   "zGTestDataFrameSetItem.test_setitem_frame_duplicate_columns_size_mismatchr   rR   )r$   r$   r$   c                 C   sh   t g dg|d}t ddggddgd}d}tjt|d ||d	< W d    d S 1 s-w   Y  d S )
NrL   r`   r;      rM   rN   r  r[   r$   r   rc   rd   re   )r/   r   r1   rhsri   r!   r!   r"   #test_setitem_df_wrong_column_number  s   
"z8TestDataFrameSetItem.test_setitem_df_wrong_column_numberc                 C   s   t g dgg dd}t g dgg dd}||ddg< t g dgg dd}t|| ||ddg< t g dgg d	d}t|| d S )
NrL   r$   r)   r)   r`   r;   r     r$   r)   r+   )r;   r  r  r;   )r$   r)   r)   r+   r   )r/   r1   r
  r2   r!   r!   r"   /test_setitem_listlike_indexer_duplicate_columns  s   zDTestDataFrameSetItem.test_setitem_listlike_indexer_duplicate_columnsc                 C   sp   t g dgg dd}t ddggddgd}d}tjt|d	 ||ddg< W d    d S 1 s1w   Y  d S )
NrL   r  r`   r;   r  r$   r)   r  r[   r	  )r/   r1   r
  ri   r!   r!   r"   @test_setitem_listlike_indexer_duplicate_columns_not_equal_length  s   "zUTestDataFrameSetItem.test_setitem_listlike_indexer_duplicate_columns_not_equal_lengthc                 C   s  t dtdi}t|d d}t|jjtsJ ||d< t||d< |j	|d< t|j	|d< |
t|d< t|d js@J t|d jjsJJ t|d jsSJ t|d jjs]J t|d seJ t|d smJ t|d suJ d	d
 }t||j||j tj||j||jdd tj||j||jdd tj||j||jdd t|d |d  tj|d |d dd t|d |d  tj|d |d dd d S )NrF   r;   rk   rG   r   r   EFc                 S   s   t t| S N)r   r=   rA   ru   r!   r!   r"   <lambda>  s    z=TestDataFrameSetItem.test_setitem_intervals.<locals>.<lambda>Fr   )r   rl   r   r   r   
categoriesr   r=   rA   rJ   ry   r   r   r4   r   r   r-   r   rG   r   r   r{   )r/   r1   rh   r+   r!   r!   r"   test_setitem_intervals  s0   
z+TestDataFrameSetItem.test_setitem_intervalsc                 C   s\   t dttddi}|jjddg|_t dtddgddgi}t	|| d S )NrV   mncategoryr   r   )
r   r   listry   rV   r   reorder_categoriesr   r-   ro   r   r!   r!   r"   test_setitem_categorical  s   z-TestDataFrameSetItem.test_setitem_categoricalc                 C   sD   t g dd}tdg|d}g |d< tdg|d}t|j|j d S )Nr   rT   rF   ra   r'   )r   r   r-   r   r'   )r/   r'   r}   r2   r!   r!   r"    test_setitem_with_empty_listlike  s
   z5TestDataFrameSetItem.test_setitem_with_empty_listlikezcols, values, expected)r   r   r   r$   r%   r(   r*   r^   r^   )r   r   r   r$   )r   rG   rG   r$   )r   rG   r$   rL   r*   )rG   r   r$   )r*   r(   r%   r%   )r   r$   rG   r(   c                 C   s8   t |g|d}|d |d< |d jd }||ksJ d S )Nr`   r$   r   )r   rJ   )r/   r   rJ   r2   r1   r}   r!   r!   r"   test_setitem_same_column  s   z-TestDataFrameSetItem.test_setitem_same_columnc                 C   s   g dddgg df}t |}tddd}tjdd	t|t|f}t|||d
}|jj	
 |d d d  }}tj| |d j|d d df |d< t|d |d  tj| |d j||f |d< t|d |d  tj| |d j||f |d< t|d |d  d S )N)jimjoejoliefirstlast)r   centerr   20141006   )r   r%   i  r  r#  r!  )r#  r%  )r"  r$  )r#  r$  )r"  r%  )r   from_productr   r=   r>   r?   r@   r   r'   rJ   r   shuffler   r-   ro   )r/   itr   r'   r   r1   rW   rX   r!   r!   r"   test_setitem_multi_index'  s   
z-TestDataFrameSetItem.test_setitem_multi_indexzcolumns,box,expected)rF   rG   r   r      )r.  r.  r.  r.  r`   r   r      )r%   r(   r.  r/  )r*   r^   r.  r/  rk      r.  r/  r   )r.  r/  	   r<   )rG   r   r   r  )         )r%   r.  r/  r2  )r*   r;   r  r  )rk   r3  r4  r5  )r   rF   r   )r/  r(   r.  r2  )r  r^   r;   r  )r4  r1  r3  r5  rF   r2  r;   r  r  )r.  r(   r/  )r2  r^   r;   )r  r1  r  c                 C   s:   t ddgddgddggddgd	}|||< t|| d S )
Nr%   r(   r*   r^   rk   r1  rF   rG   r`   r   )r/   ra   boxr2   r1   r!   r!   r"   !test_setitem_list_missing_columns?  s   "3z6TestDataFrameSetItem.test_setitem_list_missing_columnsc                 C   sF   t t|d |d }||d< |d }t||jdd}t|| d S )NrF   rG   tuplesrZ   )r  zipr   r'   r-   r{   )r/   rC   r8  r}   r2   r!   r!   r"   test_setitem_list_of_tuplesv  s
   z0TestDataFrameSetItem.test_setitem_list_of_tuplesc                 C   sT   t g dg dd}dd dD }d|j|< t g dg d	d}t|| d S )
NrL   r^   rk   r1  r   c                 s       | ]}|V  qd S r  r!   r   ru   r!   r!   r"   	<genexpr>      zCTestDataFrameSetItem.test_setitem_iloc_generator.<locals>.<genexpr>r   r%   r   r^   r%   r%   r   r   r-   ro   r/   r1   r   r2   r!   r!   r"   test_setitem_iloc_generator~  s
   
z0TestDataFrameSetItem.test_setitem_iloc_generatorc                 C   sX   t g dg dd}dd dD }d|j|df< t g dg dd}t|| d S )	NrL   r;  r   c                 s   r<  r  r!   r=  r!   r!   r"   r>    r?  zSTestDataFrameSetItem.test_setitem_iloc_two_dimensional_generator.<locals>.<genexpr>r   r%   r@  rA  rB  r!   r!   r"   +test_setitem_iloc_two_dimensional_generator  s
   z@TestDataFrameSetItem.test_setitem_iloc_two_dimensional_generatorc                 C   s   t ddd}t|d}t d|tjd|d< t d|dd|d< t d	|dd|d	< t d
|tjd|d
< |j}t tjtttjgtdd}t	|| d S )Nr   S24)rB   r4   r&   r$   )rB   r'   r4   r)   S64r+   rM   abcd)
r   r   r=   r7   uint8rz   r   r  r-   r{   )r/   r'   r1   r}   r2   r!   r!   r"   (test_setitem_dtypes_bytes_type_to_object  s   
z=TestDataFrameSetItem.test_setitem_dtypes_bytes_type_to_objectc                 C   s   t ddgddgdddd}td|jd	}|d
 |j|d
f< |d |j|df< t ddgddgdddd}t|| d S )Nr*   r^   rk   r1  r   r6   Int64Fr&   r$   r)   )r   ry   r   r'   r   r-   ro   )r/   r}   maskr2   r!   r!   r"    test_boolean_mask_nullable_int64  s   z5TestDataFrameSetItem.test_boolean_mask_nullable_int64c                 C   sH   t dddgi}tddgdd|d< t dddgidd}t|| d S )Nr$   r%   r(   rJ  r<   r   r   r!   r!   r"    test_setitem_ea_dtype_rhs_series  s   z5TestDataFrameSetItem.test_setitem_ea_dtype_rhs_seriesc                 C   s   t tdtddtdd}td}t tdd}||d< tt t||d< W d    n1 s:w   Y  t|| d S )Nr;   )np-array	np-matrixr&   )r;   r%   rN  rO  )	r   r=   onesrw   r-   assert_produces_warningPendingDeprecationWarningmatrixro   )r/   r2   r$   r1   r!   r!   r"   test_setitem_npmatrix_2d  s   
z-TestDataFrameSetItem.test_setitem_npmatrix_2dr   rM   r$   c                 C   s   t ddgddgd|}ddd|jd d d	f< d
dd|jd d df< dd
i|jd d df< t ddgddgd|d
dgtjd
gd}t|| d S )Nr%   r(   r*   r^   r   r      )r%   r   r$   rk   r1  r   r%   r+   rN   )r+   rN   )r   r   r=   r  r-   ro   )r/   r   r1   r2   r!   r!   r"   %test_setitem_aligning_dict_with_index  s   (z:TestDataFrameSetItem.test_setitem_aligning_dict_with_indexc                 C   s   t dddgi}t dddgiddgd|d< t dtjdgi}t|| t dddgi}|dt dddgiddgd t|| d S )Nr$   r%   r(   r;   r  r&   r   )r   r=   r  r-   ro   isetitemr   r!   r!   r"   test_setitem_rhs_dataframe  s    z/TestDataFrameSetItem.test_setitem_rhs_dataframec                 C   sb   t ddgddgddggd}t ddd	gi|d
|d< t tdd	g|d
ddgd}t|| d S )Nr$   r)   r%   r(   r*   r^   ra   r0   r;   r  r<   r   r   r/   any_numeric_ea_dtyper1   r2   r!   r!   r"   *test_setitem_frame_overwrite_with_ea_dtype  s   z?TestDataFrameSetItem.test_setitem_frame_overwrite_with_ea_dtypec                 C   s8   t ddgi}| }d}||g ||< t|| d S )Nr   r;   r   r   r-   ro   )r/   r1   r2   col_namer!   r!   r"   test_setitem_frame_midx_columns  s
   z4TestDataFrameSetItem.test_setitem_frame_midx_columnsN)Br   r   r    r3   rc   markparametrizerE   rK   rj   rs   r~   r   r   r   r   r   r   r   r   r   r
   r   r	   r   r   r   ea_registryrz   r   r   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r  r   r-  r   r=   rA   r6   r7  r:  rC  rD  rI  rL  rM  td&skip_array_manager_not_yet_implementedrT  rW  rY  r]  r`  r!   r!   r!   r"   r   .   s    
#
	


	





	
,	
		 	 	 
1

r   c                   @   s@   e Zd Zejdd Zejdd Zdd Zdd Zd	d
 Z	dS )TestSetitemTZAwareValuesc                 C   s   t ddgdd}|d}|S )Nz2013-1-1 13:00z2013-1-2 14:00rG   rT   z
US/Pacific)r   tz_localize)r/   naiver   r!   r!   r"   r     s   
zTestSetitemTZAwareValues.idxc                 C   s.   t tj| dddd}|j|jksJ |S )Nr   r<   rG   rT   )r   r=   rA   tolistr4   )r/   r   r2   r!   r!   r"   r2     s   z!TestSetitemTZAwareValues.expectedc                 C   sl   t tjdddgd}||d< |jddgdjd |d< |d }t|dd dd	}t	
|| d S )
Nr(   r%   rF   r`   rG   r   r&   r   rT   )r   r=   r>   rH   	to_seriesdt
tz_convertr   rg  r-   r{   )r/   r   r2   r1   r}   compr!   r!   r"   test_setitem_dt64series  s   z0TestSetitemTZAwareValues.test_setitem_dt64seriesc                 C   s8   t tjdddgd}||d< |d }t|| d S Nr(   r%   rF   r`   rG   )r   r=   r>   rH   r-   r{   r/   r   r2   r1   r}   r!   r!   r"   test_setitem_datetimeindex  s   z3TestSetitemTZAwareValues.test_setitem_datetimeindexc                 C   s<   t tjdddgd}| |d< |d }t|| d S ro  )r   r=   r>   rH   to_pydatetimer-   r{   rp  r!   r!   r"   .test_setitem_object_array_of_tzaware_datetimes  s   zGTestSetitemTZAwareValues.test_setitem_object_array_of_tzaware_datetimesN)
r   r   r    rc   fixturer   r2   rn  rq  rs  r!   r!   r!   r"   rf    s    


	rf  c                   @   sT   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd ZdS )!TestDataFrameSetItemWithExpansionc                 C   s   t g dg dd}|d }tddgddgdd	gg|d
dg< d|jd< |r1tg ddd}ntg ddd}t|| d S )NrL   )r^   r^   r1  r   r$   g?g?g333333?g?      ?r+   rM   r   )r   r   rT   )r   r(   r*   )r   r=   rA   r   r   r-   r{   )r/   using_copy_on_writer1   rh   r2   r!   r!   r"   test_setitem_listlike_views  s   $
z=TestDataFrameSetItemWithExpansion.test_setitem_listlike_viewsc                 C   sL   t ddgddgg}ddg|d< t g dg d	gg d
d}t|| d S )Nr%   r(   r*   r^   rk   r1  0 - Name)r%   r(   rk   )r*   r^   r1  )r   r%   ry  r`   r   r   r!   r!   r"   .test_setitem_string_column_numpy_dtype_raising*  s   zPTestDataFrameSetItemWithExpansion.test_setitem_string_column_numpy_dtype_raisingc                 C   sb   t g ddd}ttd|jd d df< t dtjtjgdtjtjggg dd}t|| d S )	Nr  r:   ra   r4   r(   r$   r   r%   r`   )r   r  rl   r   r=   r  r-   ro   )r/   rw  r1   r2   r!   r!   r"   'test_setitem_empty_df_duplicate_columns1  s    zITestDataFrameSetItemWithExpansion.test_setitem_empty_df_duplicate_columnsc           	      C   s<  t dtjtjdddddi}tdd tddd	D }|jdgd
d}t|j	tddd	d|d}|j
}||d< t| |j}ttdt|ddgddgd}t|| ||d< t| |j}ttdt|ddt|ddgg dd}t|| |d }|d }t|jj| d|_t| |  d S )Nvaluer   i'  r   r5   r<   c                 S   s   g | ]}| d |d  qS )z - i  r!   r   rW   r!   r!   r"   r   ?  s    zcTestDataFrameSetItemWithExpansion.test_setitem_with_expansion_categorical_dtype.<locals>.<listcomp>i  T)by	ascendingi)  F)r   labelsr   )r  orderedr&   r  )r}  r   r  )r   r=   rA   r>   r?   r   rl   sort_valuesr   r}  rJ   r,   rz   r   r4   r   r-   r{   assert_categorical_equalr   rB   
sort_index)	r/   r1   r  rh   r   r}   r2   result1result2r!   r!   r"   -test_setitem_with_expansion_categorical_dtype:  s>   

zOTestDataFrameSetItemWithExpansion.test_setitem_with_expansion_categorical_dtypec                 C   s2   t  }d|d< t dgdtj}t|| d S )Nr%   rS   r`   )r   ry   r=   r6   r-   ro   r   r!   r!   r"   test_setitem_scalars_no_indexg  s   z?TestDataFrameSetItemWithExpansion.test_setitem_scalars_no_indexc                 C   sL   d|j vsJ |d |d< d|j v sJ |d }|d }tj||dd d S )Nr   rF   Fr   )ra   r-   r{   )r/   rC   r}   r2   r!   r!   r"   test_setitem_newcol_tuple_keyn  s   z?TestDataFrameSetItemWithExpansion.test_setitem_newcol_tuple_keyc                 C   sX   t ddt d}t|tdd}tddd}t|}tj||< t|| 	 s*J d S )	Nz1/1/2012z2/1/2012)startendr   r;   r  i  r  r%   )
r   r   r   rl   r   r   r=   r  isnanr   )r/   ra   r0   ttsr!   r!   r"   #test_frame_setitem_newcol_timestampz  s   
zETestDataFrameSetItemWithExpansion.test_frame_setitem_newcol_timestampc                 C   sh   t dddgi}|j|d< d|jddgdf< |jdgd d f }t dgdgddgd}t|| d S )	Nr$   r)   r   FTr%   r   r&   )r   r'   r   r-   ro   r|   r!   r!   r"   *test_frame_setitem_rangeindex_into_new_col  s   
zLTestDataFrameSetItemWithExpansion.test_frame_setitem_rangeindex_into_new_colc                 C   sh   t ddgddgddggd}t ddd	gi|d
|d< t ddgddgtdd	g|d
d}t|| d S )Nr$   r)   r%   r(   r*   r^   rZ  r;   r  r<   r+   rR   r   r[  r!   r!   r"    test_setitem_frame_keep_ea_dtype  s   zBTestDataFrameSetItemWithExpansion.test_setitem_frame_keep_ea_dtypeN)r   r   r    rx  rz  r|  r  r  r  r  r  r  r!   r!   r!   r"   ru    s    	-		ru  c                   @   s   e Zd Zdd Zejdejej	gejde
ejeejgejdg ddd Zejde
ejeejgejdg dd	d
 Zejdejej	gejde
ejeejgejdg ddd ZdS )TestDataFrameSetItemSlicingc                 C   sH   t td}d|dd < td}d|dd < t |}t|| d S )N)r   r%   r%   )r   r=   zerosr-   ro   r   r!   r!   r"   test_setitem_slice_position  s   
z7TestDataFrameSetItemSlicing.test_setitem_slice_positionr   r6  r   rL   c                 C   sp   t g dgg dg|  g dd}|g d||dd < t g dgg dg|  g dd}t|| d S Nr   r(   r^   r1  rR   r`   r  r%   r   r/   r   r6  r   r1   r2   r!   r!   r"   +test_setitem_slice_indexer_broadcasting_rhs  s   $$zGTestDataFrameSetItemSlicing.test_setitem_slice_indexer_broadcasting_rhsc                 C   sx   t g dgg dg|  g dd}|g d|jttd|d < t g dgg dg|  g dd}t|| d S r  )r   r   r  rl   r-   ro   )r/   r   r6  r1   r2   r!   r!   r"   *test_setitem_list_indexer_broadcasting_rhs  s   $ $zFTestDataFrameSetItemSlicing.test_setitem_list_indexer_broadcasting_rhsc                 C   s|   t g dg dgg dg|  g dd}|g d||dd < t g dgg dg|d   g ddd	}t|| d S )
Nr   r   r  rR   r`   r  r%   r   r{  r   r  r!   r!   r"   0test_setitem_slice_broadcasting_rhs_mixed_dtypes  s   "zLTestDataFrameSetItemSlicing.test_setitem_slice_broadcasting_rhs_mixed_dtypesN)r   r   r    r  rc   ra  rb  r-   setitemr   r   r=   rA   r  pdr  r  r  r!   r!   r!   r"   r    s    	r  c                   @   s   e Zd Zdd Zdd ZdS )TestDataFrameSetItemCallablec                 C   sL   t g dg dd}g d|dd < t g dg dd}t|| d S )Nr  r0  r   )r  r  r3  r4  c                 S   s   dS )NrF   r!   r  r!   r!   r"   r    s    zDTestDataFrameSetItemCallable.test_setitem_callable.<locals>.<lambda>r   r   r!   r!   r"   test_setitem_callable  s   z2TestDataFrameSetItemCallable.test_setitem_callablec                 C   sL   dd }t ddgddgg}|||dk< t d|g|dgg}t|| d S )Nc                 S   s   | d S )Nr%   r!   r  r!   r!   r"   inc  s   zETestDataFrameSetItemCallable.test_setitem_other_callable.<locals>.incr)  r%   r   r   )r/   r  r1   r2   r!   r!   r"   test_setitem_other_callable  s
   z8TestDataFrameSetItemCallable.test_setitem_other_callableN)r   r   r    r  r  r!   r!   r!   r"   r    s    r  c                   @   s   e Zd Zejejjddd dd gddgddd	 Zejj	d
dejde
ejegdd Zejde
ejegdd Zejdejejgdd Zdd Zejdddgejdi ddgiddgigdd Zd d! Zd"d# Zd$d% Zd&S )'TestDataFrameSetItemBooleanMask	mask_typec                 C   s   | t | d kS Nr(   )r=   absr1   r!   r!   r"   r    s    z(TestDataFrameSetItemBooleanMask.<lambda>c                 C   s   | t | d kjS r  )r=   r  rJ   r  r!   r!   r"   r    s    	dataframerA   )idsc                 C   s^   |  }||}|  }tj||< |j  }tj|t|< t||j|jd}t	|| d S )Nrt   )
r   r=   r  rJ   rA   r   r'   ra   r-   ro   )r/   r  rC   r1   rK  r}   r2   r!   r!   r"   test_setitem_boolean_mask  s   

z9TestDataFrameSetItemBooleanMask.test_setitem_boolean_maskz1Currently empty indexers are treated as all False)reasonr6  c                 C   s~   t dgdgdgd}|tkr|g dd}n|g }d}tjt|d dg|j|dgf< W d    d S 1 s8w   Y  d S )	Nr$   r%   rR   r   r<   z@Must have equal len keys and value when setting with an iterabler[   r)   )r   r   rc   rd   re   r   )r/   r6  r1   r   ri   r!   r!   r"   :test_setitem_loc_empty_indexer_raises_with_non_empty_value  s   "zZTestDataFrameSetItemBooleanMask.test_setitem_loc_empty_indexer_raises_with_non_empty_valuec                 C   sz   t dgdgdgd}|dg}d|d  |j|dgf< t dgdgdgd}t|| d|j|dgf< t|| d S )	Nr$   r%   rR   Fr;   r+   r)   r2  )r   r   r-   ro   )r/   r6  r1   r   r2   r!   r!   r"   1test_setitem_loc_only_false_indexer_dtype_changed  s   
zQTestDataFrameSetItemBooleanMask.test_setitem_loc_only_false_indexer_dtype_changedr   c                 C   sT   t g dg dd}| }|d dk}||| d|||< t|| d S )N)r%   r^   r(   r*   r0  r   r$   r*   )r   r   r  r-   ro   )r/   r   r1   r2   rK  r!   r!   r"   "test_setitem_boolean_mask_aligning  s
   zBTestDataFrameSetItemBooleanMask.test_setitem_boolean_mask_aligningc                 C   s   t g dddgd}tg d}g d}t||d|d}t g d	g d
d}tg d}g d}t||d|d}| }	|	d jg d
|	d< |d dk}
ddg||
< t||	 d S )N)r$   r$   r)   r)   r$   r$   r$   r$   r)   )r  )rV   rW   rX   klr   r   )r%   r%   r(   r(   r%   r%   r%   )catsrJ   r&   )r$   r$   r+   r+   r$   r$   r$   rR   )r%   r%   r*   r*   r%   r%   r%   r  r+   r(   )r   r   r   r   r   set_categoriesr-   ro   )r/   cats2idx2values2exp_multi_rowcatsfidxfvaluesfr1   	exp_fancyrK  r!   r!   r"   test_setitem_mask_categorical  s   z=TestDataFrameSetItemBooleanMask.test_setitem_mask_categoricalr4   r   r6   kwargsr'   r%   ra   rF   c                 C   s:   ||d< t di |}| }d|||k< t|| d S )Nr4   /   r!   r^  )r/   r4   r  r1   r   r!   r!   r"   %test_setitem_empty_frame_with_boolean-  s
   zETestDataFrameSetItemBooleanMask.test_setitem_empty_frame_with_booleanc                 C   s   t td}g d}t||tjg dg dg dgtdd}t||tt|t|fd}t||tjg dg dg d	gtdd}d
||d| k< t	|| t
jtdd d
||jd d
 dk< W d    d S 1 spw   Y  d S )Nr*   r   )        rv  r   )      ?r   g      @)r   g      @g      @r<   )r'   ra   r0   )r  r   r)  )r)  r)  r)  r)  r   zItem wrong lengthr[   r(   )r  rl   r   r=   rA   r   rP  r@   r-   ro   rc   rd   re   r'   )r/   r   r   df1r   r2   r!   r!   r"   test_setitem_boolean_indexing8  s(    "z=TestDataFrameSetItemBooleanMask.test_setitem_boolean_indexingc                 C   sd   t ddgddgdd}| }tddgdd	}t d
ddgiddgd|j|d
gf< t|| d S )Nr%   r(   r*   r^   r$   rR   Fr+   rT   r)   rk   r1  r   r&   )r   r   r   r   r-   ro   )r/   r1   r2   r   r!   r!   r"   -test_loc_setitem_all_false_boolean_two_blocksO  s
   $zMTestDataFrameSetItemBooleanMask.test_loc_setitem_all_false_boolean_two_blocksc                 C   sh   t ddgddgg}t ddgddgg}t tddgdd	ttjdgdd	d
}d||< t|| d S )Nr)  r(   r*   r  r   TFbooleanr<   rV  )r   r   r  NAr-   ro   )r/   r1   r2   boolean_indexerr!   r!   r"   test_setitem_ea_boolean_maskW  s   z<TestDataFrameSetItemBooleanMask.test_setitem_ea_boolean_maskN)r   r   r    rd  skip_array_manager_invalid_testrc   ra  rb  r  xfailr  r=   rA   r   r  r  r-   r  r   r  r  r  r  r  r  r!   r!   r!   r"   r    s,    

	r  c                   @   s  e Zd Zdd Zejdddgdd Zdd	 Zejd
de	j
dgdggdddgdgggdd Zejd
de	
dgdggdgdgggdd Zejdddgejddgejjddddgejdddededfdgdd Zejd d! Zd"S )#%TestDataFrameSetitemCopyViewSemanticsc                 C   sZ   d|j vsJ |d  }||d< tj|jdd|j df< t|dd  s+J d S )Nr  rF   rk   r;   )ra   r   r=   r  r   get_locr   r   )r/   rC   r   r!   r!   r"   test_setitem_always_copyf  s
   z>TestDataFrameSetitemCopyViewSemantics.test_setitem_always_copyconsolidateTFc                 C   s   t g dg ddg dd}|ddtj |s4|r*|  t|jjdks)J n
t|jjdks4J |d j}d	|j	dd df< t
tjtjd	d	g|jdd
}t|d | |slt||j t||d jsnJ d S d S )N)g?g @g@gffffff@)gffffff@gffffff@gffffff@g333333 @)ru   rv   )r   r%   r(   r*   r&   r(   r   r%   *   rZ   )r   rx   r=   r  _consolidate_inplacer@   r   blocks_valuesr   r   r'   r-   r{   r   rJ   shares_memory)r/   r  using_array_managerrw  r1   zvalsr2   r!   r!   r"   #test_setitem_partial_column_inplacen  s$   	
zITestDataFrameSetitemCopyViewSemantics.test_setitem_partial_column_inplacec                 C   sf   ddgd }t ddg|d}| }|d d  }d|d< t g dg|d	}t|| t|| d S )
NrF   rG   r(   r  r   rt   r  )r  r(   r  rk   r`   r^  )r/   r   r1   df_copydf_viewr2   r!   r!   r"   *test_setitem_duplicate_columns_not_inplace  s   zPTestDataFrameSetitemCopyViewSemantics.test_setitem_duplicate_columns_not_inplacer}  r%   r6   r<   c                 C   sl   ddg}t dddg|d}| }|d d  }||dg< t ddgddgg|d}t|| t|| d S )NrF   rG   r   r%   rt   r`   r^  )r/   r}  r  r   r1   r  r  r2   r!   r!   r"   #test_setitem_same_dtype_not_inplace  s   
zITestDataFrameSetitemCopyViewSemantics.test_setitem_same_dtype_not_inplacer   c                 C   sl   ddg}t dddg|d}| }|d d  }||dg< t ddgddgg|d}t|| t|| d S )NrF   rG   r   r%   rt   r   r`   r^  )r/   r}  r   r1   r  r  r2   r!   r!   r"   2test_setitem_listlike_key_scalar_value_not_inplace  s   
zXTestDataFrameSetitemCopyViewSemantics.test_setitem_listlike_key_scalar_value_not_inplacer   r$   z+Boolean indexer incorrectly setting inplace)r  strict)markszvalue, set_value)r%   rk   )r   g      @z
2020-12-31z
2021-12-31r   c                 C   s@   t d|iddgd}| }|d d  }|||< t|| d S )Nr$   r   r%   r&   r^  )r/   r}  	set_valuer   r1   r2   r   r!   r!   r"   "test_setitem_not_operating_inplace  s
   zHTestDataFrameSetitemCopyViewSemantics.test_setitem_not_operating_inplacec                    s   dd t dD  t fdd D  d}|jjd j}|s@|jD ]}d|| |< q"t|tdtdf dks>J d S t	
  |jD ]}d|| |< qHW d    n1 s[w   Y  t|tdtdf dkssJ d S )	Nc                 S   s   g | ]}d | qS )r+   r!   r~  r!   r!   r"   r     s    z\TestDataFrameSetitemCopyViewSemantics.test_setitem_column_update_inplace.<locals>.<listcomp>r;   c                    s   i | ]
}|t t qS r!   )r=   r  r@   )r   colr  r!   r"   
<dictcomp>  s    z\TestDataFrameSetitemCopyViewSemantics.test_setitem_column_update_inplace.<locals>.<dictcomp>r&   r   r%   )rl   r   r   r  rJ   ra   r=   r   rw   r-   raises_chained_assignment_error)r/   rw  r1   rJ   labelr!   r  r"   "test_setitem_column_update_inplace  s   
*

*zHTestDataFrameSetitemCopyViewSemantics.test_setitem_column_update_inplaceN)r   r   r    r  rc   ra  rb  r  r  r=   rA   r  r  paramr  r   r  rd  r  r  r!   r!   r!   r"   r  e  sF    
$
(
	r  )4r   numpyr=   rc   pandas.util._test_decoratorsutil_test_decoratorsrd  pandas.core.dtypes.baser   rc  pandas.core.dtypes.commonr   r   r   pandas.core.dtypes.dtypesr   r   r	   r
   pandasr  r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   pandas._testing_testingr-   pandas.core.arraysr   pandas.tseries.offsetsr   r   rf  ru  r  r  r  r  r!   r!   r!   r"   <module>   s4    H     C* . 	