o
    5cA1                     @   sP  d dl Zd dlZd dlmZmZmZmZ d dlm	Z
 d dlmZ ejddd dd dd gejd	d ed
gd gdfd
eddgd
dgdfgdd Zejdddgdd Zdd Zdd Zejddd edfdd edfdd edfdd edfd d ed!fd"d ed!fd#d ed$fgd%d& Zd'd( Zd)d* Zejd+d,d d-fd.d d/fgd0d1 Zd2d3 Zejd4d5d edfd6d edd7fd8d edd7fgd9d: Zd;d< Zd=d> Zejd?d@gdAejgfeddgd7dBggedCd@ejfgdDdEfdFd@geg dGg dHgedIdCd@ejfgdDdEfd@geddgd7dBggedCd@ejfgdDdEfd@gdAgfedgd7ggedCgdDdEfd@gejgfedgdBgged
gdJggdFd@gdAdKggdLdDdEfd@ejfeddBgdDd@ejfdMfgdNdO Z ej!dPdQ Z"ejdRdSd dTd gdUdV Z#dWdX Z$dYdZ Z%d[d\ Z&d]d^ Z'dS )_    N)	DataFrameIndex
MultiIndexSeries)IndexingErroraccess_methodc                 C   s   | d d |f S N sxr	   r	   c/var/www/html/gps/gps/lib/python3.10/site-packages/pandas/tests/indexing/multiindex/test_getitem.py<lambda>   s    r   c                 C   s   | j d d |f S r   locr
   r	   r	   r   r          c                 C   s   | j |ddS )N   )level)xsr
   r	   r	   r   r          zlevel1_value, expectedr   index      c                 C   sH   t jg dddgd}tg d|d}d|j_| ||}t|| d S )N))r   r   )r   r   )r   r   ABnamesr   r   r   r   )r   from_tuplesr   r   nametmassert_series_equal)r   level1_valueexpectedmiserresultr	   r	   r   test_series_getitem_multiindex   s
   
r(   level0_valueDr   c                 C   s  t | ddgg dgg dg dgddgd}tjt|d	}t||d
gd}| dkrGtjtdd |j	d  W d    n1 sBw   Y  tjtdd |j	d  W d    n1 s^w   Y  |j	|  }t
| dd d
tg dddd}t|| d S )Nr   C)r         %   9   C   K   R   )
r   r   r   r   r   r   r   r   r   r   )
r   r         r   r   r   r         tagdaylevelscodesr   r   valr   columnsr   z^'A'$matchz^'X'$Xr   r   )r,   r.   r/   r    )r    r   )r   nprandomrandnlenr   pytestraisesKeyErrorr<   r   ravelr   r!   r"   )r)   r   arrdfr'   r$   r	   r	   r   )test_series_getitem_duplicates_multiindex'   s&   
rM   c                 C   sL   | d }| |jdd }|jdd|_||d }t|| d S )Nr   *   A   r   )  r   )reindexr   	droplevelr!   r"   /multiindex_year_month_day_dataframe_random_data
indexer_slr   r$   r'   r	   r	   r   test_series_getitemC   s
   rV   c                 C   s.   | d }|j d }||d }||ksJ d S )Nr   1   )rP   r   
   )ilocrS   r	   r	   r   "test_series_getitem_returns_scalarL   s   
rZ   z)indexer,expected_error,expected_error_msgc                 C   s
   |  dS N)rP   r   r3   )__getitem__r   r	   r	   r   r   Y      
 z^\(2000, 3, 4\)$c                 C      | d S r[   r	   r]   r	   r	   r   r   Z       c                 C   
   | j d S r[   r   r]   r	   r	   r   r   [   r^   c                 C   ra   )N)rP   r   r3   r5   r   r]   r	   r	   r   r   \   r^   zToo many indexersc                 C   s   |  t| S r   )r\   rF   r]   r	   r	   r   r   ]   r    c                 C   s   | t |  S r   )rF   r]   r	   r	   r   r   ^   s    c                 C   s   | j t|  S r   )rY   rF   r]   r	   r	   r   r   `   r   z*single positional indexer is out-of-boundsc                 C   sD   | d }t j||d || W d    d S 1 sw   Y  d S )Nr   r?   )rG   rH   )rT   indexerexpected_errorexpected_error_msgr   r	   r	   r   #test_series_getitem_indexing_errorsV   s   
"rf   c                 C   s6   | d }|dd |D  }||dk }t || d S )Nr   c                 s   s    | ]}|d kV  qdS )r   Nr	   ).0r   r	   r	   r   	<genexpr>u   s    z7test_series_getitem_corner_generator.<locals>.<genexpr>r   )r!   r"   )rT   r   r'   r$   r	   r	   r   $test_series_getitem_corner_generatorq   s   ri   c                 C   s2   | j }|jd d df }|d j}t|| d S )Nr   )fooone)Tvaluesr!   assert_almost_equal) multiindex_dataframe_random_datarL   r$   r'   r	   r	   r   test_getitem_simple   s   
rp   zindexer,expected_error_msgc                 C   r_   )N)rj   fourr	   rL   r	   r	   r   r      r`   z^\('foo', 'four'\)$c                 C   r_   )Nfoobarr	   rr   r	   r	   r   r      r`   z
^'foobar'$c                 C   sB   | j }tjt|d || W d    d S 1 sw   Y  d S )Nr?   )rl   rG   rH   rI   )ro   rc   re   rL   r	   r	   r   #test_frame_getitem_simple_key_error   s   

"rt   c                  C   sd   t g dg dd} ddgddgdd	gg| _| d }t d
gdgdgg| jdgd}t|| d S )N)123)rv   rw   4)abzlevel1 item1zlevel1 item2rb   zlevel2 item2zlevel3 item1zlevel3 item2ru   rv   rw   r=   )r   r>   r   r!   assert_frame_equalrL   r'   r$   r	   r	   r   *test_frame_getitem_multicolumn_empty_level   s   r}   zindexer,expected_slicec                 C   r_   )Nrj   r	   rr   r	   r	   r   r      r`   c                 C   r_   Nbarr	   rr   r	   r	   r   r      r`   r5   c                 C      | j d d df S r~   r   rr   r	   r	   r   r      r   c                 C   s>   | j }|j|j| d}|jd|_||}t|| d S )Nr>   r   )rl   rQ   r>   rR   r!   r{   )ro   rc   expected_slicerL   r$   r'   r	   r	   r   test_frame_getitem_toplevel   s
   r   c                  C   s   g dg dg dg} t t|  }t|}ttjdd|d}|d }|d d}t	
|| |d	 }|d
 }|d	}t	
|| d S )N)ry   topr   routine1r   routine2)rb   ODr   result1result2r   )rb   wxwyrb   rb   rb   r3   r4   r   ry   )ry   rb   rb   )r   r   )r   r   rb   )sortedzipr   r   r   rC   rD   rE   renamer!   r"   )arraystuplesr   rL   r'   r$   r	   r	   r   test_frame_mixed_depth_get   s   

r   c           	      C   sp  | }g d}t d|dgd|dgd|dgd|d	gg|d
ddg}|d d|d< d|f}|jd | }t d|dgd|dgg|d
ddg}|d d|d< t|| |j|d  }t d|dgd|dgd|d	gg|d
ddg}|d d|d< t|| d|fd|f}}|j|| }t d|dgd|dgg|d
ddg}|d d|d< t|| d S )N)ry   rz   c               !   )   +   r   ry   rz   r   int64)r   	set_indexastyper   r!   r{   )	nulls_fixturencolsrL   idxr'   r$   idx1idx2r	   r	   r   !test_frame_getitem_nan_multiindex   s6   "
&
&r   zindexer,expectedrz   r   r4   rz   r   r   r>   dtypery   r   r3   r5   r4   ry   rj   rj   )r;   r:   )r   r    c                 C   sL   t g dg dgtddd|fgdd}|jd d | f }t|| d S )Nr   r   r   r   rz   r   r   )r   r   r   r   r!   assert_equal)rc   r$   r   rL   r'   r	   r	   r   &test_frame_getitem_nan_cols_multiindex   s   Cr   c                  C   sV   g dg dg dg} g d}t ddgg dgg dg dgd	d
gd}t| ||dS )z;Fixture for DataFrame used in tests for gh-4145 and gh-4146)ry   der   frz   )r   r3   r5   r   r4   r   h1h3h5r   r   )A1A2B1B2)r   r   r   r   r   r   )r   r   r   r   r   r   mainsubr9   r=   )r   r   )datar   r>   r	   r	   r   dataframe_with_duplicate_index>  s   r   rc   c                 C   r_   Nr   r   r	   rr   r	   r	   r   r   L  r`   c                 C   r   r   r   rr   r	   r	   r   r   L  r   c                 C   sR   | }t g d}tjdgddgd}tg dg||dj}||}t|| d S )Nr   r   r   r   r   ry   r   r   r=   )r   r   r   r   rl   r!   r{   )r   rc   rL   r   r>   r$   r'   r	   r	   r   test_frame_mi_accessK  s   r   c                 C   s6   | }t g dg ddd}|d d }t|| d S )Nr   r   r   )r   r    r   )r   r!   r"   r   rL   r$   r'   r	   r	   r   #test_frame_mi_access_returns_seriesY  s   r   c                 C   sL   | }t g dg dgtddgddg ddj}|d d }t|| d S )	N)r   r3   r3   )r   r5   r5   r   r   rB   r   r=   r   )r   r   rl   r!   r{   r   r	   r	   r   "test_frame_mi_access_returns_framed  s   r   c                  C   s\   t dtdtdgdggd} | g  }t ddgtdgdggg g gdd}t|| d S )Nr   r   r   r=   )r:   r;   )r   ranger   from_productr!   r{   r|   r	   r	   r   test_frame_mi_empty_slicep  s    r   c                  C   s   g dg dg} t j| dd}tg d|dgd}|j|jd d df dkd d f j}|j|d d f }|jd	gt|j d d f }t|| d
|j|j|jd d df dk jdf< |}tg d|dgd}t|| d S )N)ry   ry   rz   ry   )ry   ry   rz   rz   )r   r   r   )r   r   r   r3   valuer=   r   Fr5   )r   from_arraysr   r   r   rF   r!   r{   )r   r   rL   empty_multiindexr'   r$   r	   r	   r   test_loc_empty_multiindexz  s   &(r   )(numpyrC   rG   pandasr   r   r   r   pandas._testing_testingr!   pandas.core.indexingr   markparametrizer(   rM   rV   rZ   rI   
IndexErrorrf   ri   rp   rt   r}   slicer   r   r   nanr   r   fixturer   r   r   r   r   r   r	   r	   r	   r   <module>   s    *
	










 
<


